warning: commands will be executed using /bin/sh
job 2535 at Fri Mar 28 23:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140324/YutaMouse20-140324/YutaMouse20-140324
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2647627 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 882542 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 46506 members 
Mstep: Class 3 contains 46506 members 
Mstep: Class 4 contains 46304 members 
Mstep: Class 5 contains 46300 members 
Mstep: Class 6 contains 46315 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 46491 members 
Mstep: Class 9 contains 46155 members 
Mstep: Class 10 contains 46330 members 
Mstep: Class 11 contains 46842 members 
Mstep: Class 12 contains 46142 members 
Mstep: Class 13 contains 46499 members 
Mstep: Class 14 contains 46649 members 
Mstep: Class 15 contains 46512 members 
Mstep: Class 16 contains 46737 members 
Mstep: Class 17 contains 46293 members 
Mstep: Class 18 contains 46165 members 
Mstep: Class 19 contains 46530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 438.923828 but Gain 3395.261719
Score: -104398624.000000 Penalty: 61114.664062
Iteration 0F: 19 clusters Score -1.043986e+08 nChanged 832379
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 21879 members 
Mstep: Class 3 contains 33141 members 
Mstep: Class 4 contains 48284 members 
Mstep: Class 5 contains 14552 members 
Mstep: Class 6 contains 32409 members 
Mstep: Class 7 contains 31438 members 
Mstep: Class 8 contains 69537 members 
Mstep: Class 9 contains 30704 members 
Mstep: Class 10 contains 60470 members 
Mstep: Class 11 contains 90904 members 
Mstep: Class 12 contains 79731 members 
Mstep: Class 13 contains 25763 members 
Mstep: Class 14 contains 42489 members 
Mstep: Class 15 contains 43654 members 
Mstep: Class 16 contains 35993 members 
Mstep: Class 17 contains 39794 members 
Mstep: Class 19 contains 134335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108091144.000000 Penalty: 61114.664062
Iteration 1F: 19 clusters Score -1.080911e+08 nChanged 419517
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 30792 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 28027 members 
Mstep: Class 7 contains 22665 members 
Mstep: Class 8 contains 61899 members 
Mstep: Class 9 contains 33591 members 
Mstep: Class 10 contains 48602 members 
Mstep: Class 11 contains 76937 members 
Mstep: Class 12 contains 32347 members 
Mstep: Class 13 contains 25626 members 
Mstep: Class 14 contains 47223 members 
Mstep: Class 15 contains 61866 members 
Mstep: Class 16 contains 55151 members 
Mstep: Class 17 contains 60551 members 
Mstep: Class 19 contains 212064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109382456.000000 Penalty: 61114.664062
Iteration 2F: 19 clusters Score -1.093825e+08 nChanged 275199
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 32616 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 27727 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 62102 members 
Mstep: Class 9 contains 40344 members 
Mstep: Class 10 contains 46935 members 
Mstep: Class 11 contains 52803 members 
Mstep: Class 12 contains 17113 members 
Mstep: Class 13 contains 28693 members 
Mstep: Class 14 contains 50604 members 
Mstep: Class 15 contains 54492 members 
Mstep: Class 16 contains 77306 members 
Mstep: Class 17 contains 72680 members 
Mstep: Class 19 contains 234382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109933592.000000 Penalty: 61114.664062
Iteration 3F: 19 clusters Score -1.099336e+08 nChanged 187596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 33278 members 
Mstep: Class 4 contains 7155 members 
Mstep: Class 5 contains 5297 members 
Mstep: Class 6 contains 32262 members 
Mstep: Class 7 contains 14847 members 
Mstep: Class 8 contains 70356 members 
Mstep: Class 9 contains 49407 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 11 contains 37019 members 
Mstep: Class 12 contains 13127 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 14 contains 56071 members 
Mstep: Class 15 contains 42185 members 
Mstep: Class 16 contains 91105 members 
Mstep: Class 17 contains 83925 members 
Mstep: Class 19 contains 225369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110215560.000000 Penalty: 61114.664062
Iteration 4F: 19 clusters Score -1.102156e+08 nChanged 135599
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 38731 members 
Mstep: Class 4 contains 4664 members 
Mstep: Class 5 contains 5262 members 
Mstep: Class 6 contains 43786 members 
Mstep: Class 7 contains 14685 members 
Mstep: Class 8 contains 78024 members 
Mstep: Class 9 contains 56857 members 
Mstep: Class 10 contains 40684 members 
Mstep: Class 11 contains 29313 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 30395 members 
Mstep: Class 14 contains 63223 members 
Mstep: Class 15 contains 31523 members 
Mstep: Class 16 contains 94038 members 
Mstep: Class 17 contains 90645 members 
Mstep: Class 19 contains 204569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110389384.000000 Penalty: 61114.664062
Iteration 5F: 19 clusters Score -1.103894e+08 nChanged 104389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 42291 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 61722 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 82739 members 
Mstep: Class 9 contains 64012 members 
Mstep: Class 10 contains 37790 members 
Mstep: Class 11 contains 25926 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 30492 members 
Mstep: Class 14 contains 67882 members 
Mstep: Class 15 contains 24124 members 
Mstep: Class 16 contains 91533 members 
Mstep: Class 17 contains 93169 members 
Mstep: Class 19 contains 182459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110517160.000000 Penalty: 61114.664062
Iteration 6F: 19 clusters Score -1.105172e+08 nChanged 78613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 42891 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 77414 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 83345 members 
Mstep: Class 9 contains 69273 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 11 contains 24141 members 
Mstep: Class 12 contains 15404 members 
Mstep: Class 13 contains 30369 members 
Mstep: Class 14 contains 68535 members 
Mstep: Class 15 contains 21690 members 
Mstep: Class 16 contains 90910 members 
Mstep: Class 17 contains 92652 members 
Mstep: Class 19 contains 169005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110612968.000000 Penalty: 61114.664062
Iteration 7F: 19 clusters Score -1.10613e+08 nChanged 63704
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 40407 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 88642 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 79305 members 
Mstep: Class 9 contains 71979 members 
Mstep: Class 10 contains 32624 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 12 contains 18013 members 
Mstep: Class 13 contains 30111 members 
Mstep: Class 14 contains 66354 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 16 contains 95646 members 
Mstep: Class 17 contains 89444 members 
Mstep: Class 19 contains 166479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110682216.000000 Penalty: 61114.664062
Iteration 8F: 19 clusters Score -1.106822e+08 nChanged 56379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 36565 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 6170 members 
Mstep: Class 6 contains 96250 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 73608 members 
Mstep: Class 9 contains 73122 members 
Mstep: Class 10 contains 31017 members 
Mstep: Class 11 contains 21926 members 
Mstep: Class 12 contains 21157 members 
Mstep: Class 13 contains 29692 members 
Mstep: Class 14 contains 62843 members 
Mstep: Class 15 contains 24355 members 
Mstep: Class 16 contains 103309 members 
Mstep: Class 17 contains 85518 members 
Mstep: Class 19 contains 169205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110738712.000000 Penalty: 61114.664062
Iteration 9F: 19 clusters Score -1.107387e+08 nChanged 50744
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 1758 members 
Mstep: Class 3 contains 32830 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 100707 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 8 contains 67238 members 
Mstep: Class 9 contains 73629 members 
Mstep: Class 10 contains 29851 members 
Mstep: Class 11 contains 20811 members 
Mstep: Class 12 contains 24314 members 
Mstep: Class 13 contains 29009 members 
Mstep: Class 14 contains 58775 members 
Mstep: Class 15 contains 27198 members 
Mstep: Class 16 contains 111372 members 
Mstep: Class 17 contains 82276 members 
Mstep: Class 19 contains 174814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110787528.000000 Penalty: 61114.664062
Iteration 10F: 19 clusters Score -1.107875e+08 nChanged 44838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 29532 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 7185 members 
Mstep: Class 6 contains 102838 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 60613 members 
Mstep: Class 9 contains 73704 members 
Mstep: Class 10 contains 28763 members 
Mstep: Class 11 contains 19519 members 
Mstep: Class 12 contains 27350 members 
Mstep: Class 13 contains 28147 members 
Mstep: Class 14 contains 54684 members 
Mstep: Class 15 contains 30748 members 
Mstep: Class 16 contains 119153 members 
Mstep: Class 17 contains 79876 members 
Mstep: Class 19 contains 181446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110826368.000000 Penalty: 61114.664062
Iteration 11F: 19 clusters Score -1.108264e+08 nChanged 37794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 2349 members 
Mstep: Class 3 contains 26465 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 8198 members 
Mstep: Class 6 contains 103585 members 
Mstep: Class 7 contains 13996 members 
Mstep: Class 8 contains 54395 members 
Mstep: Class 9 contains 73531 members 
Mstep: Class 10 contains 27897 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 30122 members 
Mstep: Class 13 contains 27405 members 
Mstep: Class 14 contains 50848 members 
Mstep: Class 15 contains 34522 members 
Mstep: Class 16 contains 126171 members 
Mstep: Class 17 contains 78057 members 
Mstep: Class 19 contains 187736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110856448.000000 Penalty: 61114.664062
Iteration 12Q: 19 clusters Score -1.108564e+08 nChanged 32040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 23590 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 9764 members 
Mstep: Class 6 contains 103526 members 
Mstep: Class 7 contains 13787 members 
Mstep: Class 8 contains 48647 members 
Mstep: Class 9 contains 73236 members 
Mstep: Class 10 contains 27286 members 
Mstep: Class 11 contains 16302 members 
Mstep: Class 12 contains 32502 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 47319 members 
Mstep: Class 15 contains 38251 members 
Mstep: Class 16 contains 132308 members 
Mstep: Class 17 contains 77099 members 
Mstep: Class 19 contains 193127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110878320.000000 Penalty: 61114.664062
Iteration 13Q: 19 clusters Score -1.108783e+08 nChanged 26751
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 20997 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 103103 members 
Mstep: Class 7 contains 13627 members 
Mstep: Class 8 contains 43255 members 
Mstep: Class 9 contains 73007 members 
Mstep: Class 10 contains 26965 members 
Mstep: Class 11 contains 14749 members 
Mstep: Class 12 contains 34670 members 
Mstep: Class 13 contains 26237 members 
Mstep: Class 14 contains 44131 members 
Mstep: Class 15 contains 41865 members 
Mstep: Class 16 contains 137704 members 
Mstep: Class 17 contains 76606 members 
Mstep: Class 19 contains 197122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110895664.000000 Penalty: 61114.664062
Iteration 14Q: 19 clusters Score -1.108957e+08 nChanged 22526
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 18614 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 12850 members 
Mstep: Class 6 contains 102577 members 
Mstep: Class 7 contains 13564 members 
Mstep: Class 8 contains 38436 members 
Mstep: Class 9 contains 72826 members 
Mstep: Class 10 contains 26843 members 
Mstep: Class 11 contains 13441 members 
Mstep: Class 12 contains 36547 members 
Mstep: Class 13 contains 25678 members 
Mstep: Class 14 contains 41222 members 
Mstep: Class 15 contains 45298 members 
Mstep: Class 16 contains 142446 members 
Mstep: Class 17 contains 76276 members 
Mstep: Class 19 contains 200104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907728.000000 Penalty: 61114.664062
Iteration 15Q: 19 clusters Score -1.109077e+08 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 16632 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 13780 members 
Mstep: Class 6 contains 101996 members 
Mstep: Class 7 contains 13548 members 
Mstep: Class 8 contains 34047 members 
Mstep: Class 9 contains 72651 members 
Mstep: Class 10 contains 26906 members 
Mstep: Class 11 contains 12646 members 
Mstep: Class 12 contains 38083 members 
Mstep: Class 13 contains 24975 members 
Mstep: Class 14 contains 38658 members 
Mstep: Class 15 contains 48738 members 
Mstep: Class 16 contains 146638 members 
Mstep: Class 17 contains 75979 members 
Mstep: Class 19 contains 202302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917496.000000 Penalty: 61114.664062
Iteration 16Q: 19 clusters Score -1.109175e+08 nChanged 17283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 14980 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 14291 members 
Mstep: Class 6 contains 101468 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 8 contains 29926 members 
Mstep: Class 9 contains 72513 members 
Mstep: Class 10 contains 27178 members 
Mstep: Class 11 contains 12270 members 
Mstep: Class 12 contains 39247 members 
Mstep: Class 13 contains 24122 members 
Mstep: Class 14 contains 36466 members 
Mstep: Class 15 contains 52155 members 
Mstep: Class 16 contains 150372 members 
Mstep: Class 17 contains 75525 members 
Mstep: Class 19 contains 204049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928304.000000 Penalty: 61114.664062
Iteration 17Q: 19 clusters Score -1.109283e+08 nChanged 15983
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 13445 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 14575 members 
Mstep: Class 6 contains 100933 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 26011 members 
Mstep: Class 9 contains 72386 members 
Mstep: Class 10 contains 27600 members 
Mstep: Class 11 contains 12141 members 
Mstep: Class 12 contains 40295 members 
Mstep: Class 13 contains 23269 members 
Mstep: Class 14 contains 34604 members 
Mstep: Class 15 contains 55462 members 
Mstep: Class 16 contains 153787 members 
Mstep: Class 17 contains 74954 members 
Mstep: Class 19 contains 205363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110939832.000000 Penalty: 61114.664062
Iteration 18Q: 19 clusters Score -1.109398e+08 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2480 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 14779 members 
Mstep: Class 6 contains 100469 members 
Mstep: Class 7 contains 13736 members 
Mstep: Class 8 contains 22865 members 
Mstep: Class 9 contains 72256 members 
Mstep: Class 10 contains 27893 members 
Mstep: Class 11 contains 12019 members 
Mstep: Class 12 contains 41203 members 
Mstep: Class 13 contains 22720 members 
Mstep: Class 14 contains 32976 members 
Mstep: Class 15 contains 58057 members 
Mstep: Class 16 contains 156536 members 
Mstep: Class 17 contains 74262 members 
Mstep: Class 19 contains 206462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110954288.000000 Penalty: 61114.664062
Iteration 19Q: 19 clusters Score -1.109543e+08 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 3952 members 
Mstep: Class 5 contains 14895 members 
Mstep: Class 6 contains 100034 members 
Mstep: Class 7 contains 13819 members 
Mstep: Class 8 contains 21592 members 
Mstep: Class 9 contains 72099 members 
Mstep: Class 10 contains 27719 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 42069 members 
Mstep: Class 13 contains 22457 members 
Mstep: Class 14 contains 31549 members 
Mstep: Class 15 contains 59207 members 
Mstep: Class 16 contains 158526 members 
Mstep: Class 17 contains 73595 members 
Mstep: Class 19 contains 207057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110973072.000000 Penalty: 61114.664062
Iteration 20F: 19 clusters Score -1.109731e+08 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 15649 members 
Mstep: Class 6 contains 99634 members 
Mstep: Class 7 contains 13863 members 
Mstep: Class 8 contains 19563 members 
Mstep: Class 9 contains 71878 members 
Mstep: Class 10 contains 27393 members 
Mstep: Class 11 contains 10976 members 
Mstep: Class 12 contains 42286 members 
Mstep: Class 13 contains 19487 members 
Mstep: Class 14 contains 30112 members 
Mstep: Class 15 contains 61282 members 
Mstep: Class 16 contains 159954 members 
Mstep: Class 17 contains 72661 members 
Mstep: Class 19 contains 207438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110995024.000000 Penalty: 61114.664062
Iteration 21Q: 19 clusters Score -1.10995e+08 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 18817 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 16226 members 
Mstep: Class 6 contains 99184 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 18123 members 
Mstep: Class 9 contains 71638 members 
Mstep: Class 10 contains 27086 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 42877 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 29014 members 
Mstep: Class 15 contains 63016 members 
Mstep: Class 16 contains 161268 members 
Mstep: Class 17 contains 71877 members 
Mstep: Class 19 contains 207553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111008272.000000 Penalty: 61114.664062
Iteration 22Q: 19 clusters Score -1.110083e+08 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3053 members 
Mstep: Class 3 contains 19775 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 16703 members 
Mstep: Class 6 contains 98716 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 17404 members 
Mstep: Class 9 contains 71268 members 
Mstep: Class 10 contains 26826 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 43507 members 
Mstep: Class 13 contains 17803 members 
Mstep: Class 14 contains 28174 members 
Mstep: Class 15 contains 64176 members 
Mstep: Class 16 contains 162486 members 
Mstep: Class 17 contains 71202 members 
Mstep: Class 19 contains 207458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014104.000000 Penalty: 61114.664062
Iteration 23Q: 19 clusters Score -1.110141e+08 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 98288 members 
Mstep: Class 7 contains 13979 members 
Mstep: Class 8 contains 17291 members 
Mstep: Class 9 contains 70757 members 
Mstep: Class 10 contains 26675 members 
Mstep: Class 11 contains 8528 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 17759 members 
Mstep: Class 14 contains 27659 members 
Mstep: Class 15 contains 64746 members 
Mstep: Class 16 contains 163551 members 
Mstep: Class 17 contains 70642 members 
Mstep: Class 19 contains 207218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016744.000000 Penalty: 61114.664062
Iteration 24Q: 19 clusters Score -1.110167e+08 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 20828 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 17448 members 
Mstep: Class 6 contains 97899 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 17391 members 
Mstep: Class 9 contains 69972 members 
Mstep: Class 10 contains 26584 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 44767 members 
Mstep: Class 13 contains 17760 members 
Mstep: Class 14 contains 27307 members 
Mstep: Class 15 contains 65022 members 
Mstep: Class 16 contains 164685 members 
Mstep: Class 17 contains 70195 members 
Mstep: Class 19 contains 206889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111021248.000000 Penalty: 61114.664062
Iteration 25Q: 19 clusters Score -1.110212e+08 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 21143 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 17721 members 
Mstep: Class 6 contains 97583 members 
Mstep: Class 7 contains 14020 members 
Mstep: Class 8 contains 17551 members 
Mstep: Class 9 contains 68731 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 45337 members 
Mstep: Class 13 contains 17773 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 65138 members 
Mstep: Class 16 contains 166017 members 
Mstep: Class 17 contains 69871 members 
Mstep: Class 19 contains 206567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026280.000000 Penalty: 61114.664062
Iteration 26Q: 19 clusters Score -1.110263e+08 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 21355 members 
Mstep: Class 4 contains 3824 members 
Mstep: Class 5 contains 17959 members 
Mstep: Class 6 contains 97289 members 
Mstep: Class 7 contains 14042 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 67609 members 
Mstep: Class 10 contains 26648 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 45861 members 
Mstep: Class 13 contains 17776 members 
Mstep: Class 14 contains 26846 members 
Mstep: Class 15 contains 65192 members 
Mstep: Class 16 contains 167187 members 
Mstep: Class 17 contains 69605 members 
Mstep: Class 19 contains 206266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111030408.000000 Penalty: 61114.664062
Iteration 27Q: 19 clusters Score -1.110304e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 3815 members 
Mstep: Class 5 contains 18182 members 
Mstep: Class 6 contains 97018 members 
Mstep: Class 7 contains 14066 members 
Mstep: Class 8 contains 17776 members 
Mstep: Class 9 contains 67264 members 
Mstep: Class 10 contains 26797 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 46353 members 
Mstep: Class 13 contains 17779 members 
Mstep: Class 14 contains 26777 members 
Mstep: Class 15 contains 65213 members 
Mstep: Class 16 contains 167625 members 
Mstep: Class 17 contains 69387 members 
Mstep: Class 19 contains 205969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111031360.000000 Penalty: 61114.664062
Iteration 28Q: 19 clusters Score -1.110314e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 21617 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 18359 members 
Mstep: Class 6 contains 96821 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 67162 members 
Mstep: Class 10 contains 26966 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 46758 members 
Mstep: Class 13 contains 17786 members 
Mstep: Class 14 contains 26795 members 
Mstep: Class 15 contains 65229 members 
Mstep: Class 16 contains 167676 members 
Mstep: Class 17 contains 69189 members 
Mstep: Class 19 contains 205716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111032296.000000 Penalty: 61114.664062
Iteration 29Q: 19 clusters Score -1.110323e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 18541 members 
Mstep: Class 6 contains 96667 members 
Mstep: Class 7 contains 14111 members 
Mstep: Class 8 contains 17992 members 
Mstep: Class 9 contains 67109 members 
Mstep: Class 10 contains 27092 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 47096 members 
Mstep: Class 13 contains 17794 members 
Mstep: Class 14 contains 26863 members 
Mstep: Class 15 contains 65208 members 
Mstep: Class 16 contains 167569 members 
Mstep: Class 17 contains 69014 members 
Mstep: Class 19 contains 205489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111033344.000000 Penalty: 61114.664062
Iteration 30Q: 19 clusters Score -1.110333e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3414 members 
Mstep: Class 3 contains 21770 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 18701 members 
Mstep: Class 6 contains 96531 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 18038 members 
Mstep: Class 9 contains 67075 members 
Mstep: Class 10 contains 27180 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 47372 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 26927 members 
Mstep: Class 15 contains 65212 members 
Mstep: Class 16 contains 167391 members 
Mstep: Class 17 contains 68870 members 
Mstep: Class 19 contains 205296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111034776.000000 Penalty: 61114.664062
Iteration 31Q: 19 clusters Score -1.110348e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 18876 members 
Mstep: Class 6 contains 96406 members 
Mstep: Class 7 contains 14155 members 
Mstep: Class 8 contains 18094 members 
Mstep: Class 9 contains 67043 members 
Mstep: Class 10 contains 27236 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 47554 members 
Mstep: Class 13 contains 17805 members 
Mstep: Class 14 contains 27003 members 
Mstep: Class 15 contains 65241 members 
Mstep: Class 16 contains 167166 members 
Mstep: Class 17 contains 68763 members 
Mstep: Class 19 contains 205134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036088.000000 Penalty: 61114.664062
Iteration 32Q: 19 clusters Score -1.110361e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 21839 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 6 contains 96312 members 
Mstep: Class 7 contains 14176 members 
Mstep: Class 8 contains 18142 members 
Mstep: Class 9 contains 67004 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 47676 members 
Mstep: Class 13 contains 17806 members 
Mstep: Class 14 contains 27094 members 
Mstep: Class 15 contains 65260 members 
Mstep: Class 16 contains 166830 members 
Mstep: Class 17 contains 68676 members 
Mstep: Class 19 contains 204987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111038496.000000 Penalty: 61114.664062
Iteration 33Q: 19 clusters Score -1.110385e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 21868 members 
Mstep: Class 4 contains 3774 members 
Mstep: Class 5 contains 19184 members 
Mstep: Class 6 contains 96223 members 
Mstep: Class 7 contains 14196 members 
Mstep: Class 8 contains 18153 members 
Mstep: Class 9 contains 66989 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 47763 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 65328 members 
Mstep: Class 16 contains 166439 members 
Mstep: Class 17 contains 68595 members 
Mstep: Class 19 contains 204853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111040800.000000 Penalty: 61114.664062
Iteration 34Q: 19 clusters Score -1.110408e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3480 members 
Mstep: Class 3 contains 21896 members 
Mstep: Class 4 contains 3772 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 96133 members 
Mstep: Class 7 contains 14204 members 
Mstep: Class 8 contains 18183 members 
Mstep: Class 9 contains 66978 members 
Mstep: Class 10 contains 27246 members 
Mstep: Class 11 contains 7113 members 
Mstep: Class 12 contains 47855 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 27228 members 
Mstep: Class 15 contains 65406 members 
Mstep: Class 16 contains 166035 members 
Mstep: Class 17 contains 68544 members 
Mstep: Class 19 contains 204708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111043592.000000 Penalty: 61114.664062
Iteration 35Q: 19 clusters Score -1.110436e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 21928 members 
Mstep: Class 4 contains 3771 members 
Mstep: Class 5 contains 19431 members 
Mstep: Class 6 contains 96049 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 18204 members 
Mstep: Class 9 contains 66988 members 
Mstep: Class 10 contains 27203 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 47950 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 65503 members 
Mstep: Class 16 contains 165631 members 
Mstep: Class 17 contains 68504 members 
Mstep: Class 19 contains 204551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111046192.000000 Penalty: 61114.664062
Iteration 36Q: 19 clusters Score -1.110462e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 21952 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 5 contains 19532 members 
Mstep: Class 6 contains 95988 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 18230 members 
Mstep: Class 9 contains 66984 members 
Mstep: Class 10 contains 27149 members 
Mstep: Class 11 contains 7714 members 
Mstep: Class 12 contains 48028 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27331 members 
Mstep: Class 15 contains 65586 members 
Mstep: Class 16 contains 165237 members 
Mstep: Class 17 contains 68470 members 
Mstep: Class 19 contains 204421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111050168.000000 Penalty: 61114.664062
Iteration 37Q: 19 clusters Score -1.110502e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 3758 members 
Mstep: Class 5 contains 19626 members 
Mstep: Class 6 contains 95921 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 18250 members 
Mstep: Class 9 contains 66992 members 
Mstep: Class 10 contains 27080 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 48081 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27416 members 
Mstep: Class 15 contains 65667 members 
Mstep: Class 16 contains 164991 members 
Mstep: Class 17 contains 68436 members 
Mstep: Class 19 contains 204308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111054656.000000 Penalty: 61114.664062
Iteration 38Q: 19 clusters Score -1.110547e+08 nChanged 1778
Entering ConstructFrom: 
Score: -111054656.000000 Penalty: 61114.664062
Entering ConstructFrom: 
Trying to split cluster 1 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -829729.187500 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -829729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -824228.312500 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -824228.3 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -826250.562500 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -826250.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -827842.437500 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -827842.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -829135.125000 Penalty: 4361.405762
	Iteration 3F: 3 clusters Score -829135.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -830031.500000 Penalty: 4361.405762
	Iteration 4F: 3 clusters Score -830031.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -830802.562500 Penalty: 4361.405762
	Iteration 5F: 3 clusters Score -830802.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -831376.625000 Penalty: 4361.405762
	Iteration 6F: 3 clusters Score -831376.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -831735.750000 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -831735.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -831900.750000 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -831900.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -831946.312500 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -831946.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -831962.125000 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -831962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -831969.250000 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -831969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -831975.125000 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -831975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -831976.312500 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -831976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -831977.437500 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -831977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -831978.125000 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -831978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -831978.125000 Penalty: 4361.405762
	Iteration 16F: 3 clusters Score -831978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 21961 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 19643 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Entering Unmasked Estep 
Score: -111056288.000000 Penalty: 64509.925781
Splitting cluster 1 changes total score from -111054656.000000 to -111056288.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -372676.781250 Penalty: 2023.240967
	Iteration 0F: 2 clusters Score -372676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369221.593750 Penalty: 4046.481934
	Iteration 0F: 3 clusters Score -369221.6 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -371116.750000 Penalty: 4046.481934
	Iteration 1F: 3 clusters Score -371116.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -372639.937500 Penalty: 4046.481934
	Iteration 2F: 3 clusters Score -372639.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -373379.562500 Penalty: 4046.481934
	Iteration 3F: 3 clusters Score -373379.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -373655.218750 Penalty: 4046.481934
	Iteration 4F: 3 clusters Score -373655.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -373788.593750 Penalty: 4046.481934
	Iteration 5Q: 3 clusters Score -373788.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -373881.500000 Penalty: 4046.481934
	Iteration 6Q: 3 clusters Score -373881.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -373933.750000 Penalty: 4046.481934
	Iteration 7Q: 3 clusters Score -373933.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -373986.468750 Penalty: 4046.481934
	Iteration 8Q: 3 clusters Score -373986.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -374042.593750 Penalty: 4046.481934
	Iteration 9Q: 3 clusters Score -374042.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -374100.593750 Penalty: 4046.481934
	Iteration 10Q: 3 clusters Score -374100.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -374142.656250 Penalty: 4046.481934
	Iteration 11Q: 3 clusters Score -374142.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -374193.031250 Penalty: 4046.481934
	Iteration 12Q: 3 clusters Score -374193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -374240.281250 Penalty: 4046.481934
	Iteration 13Q: 3 clusters Score -374240.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -374280.687500 Penalty: 4046.481934
	Iteration 14Q: 3 clusters Score -374280.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -374309.218750 Penalty: 4046.481934
	Iteration 15Q: 3 clusters Score -374309.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -374338.968750 Penalty: 4046.481934
	Iteration 16Q: 3 clusters Score -374339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -374357.968750 Penalty: 4046.481934
	Iteration 17Q: 3 clusters Score -374358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -374370.968750 Penalty: 4046.481934
	Iteration 18Q: 3 clusters Score -374371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -374378.812500 Penalty: 4046.481934
	Iteration 19Q: 3 clusters Score -374378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -374412.125000 Penalty: 4046.481934
	Iteration 20F: 3 clusters Score -374412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -374451.750000 Penalty: 4046.481934
	Iteration 21Q: 3 clusters Score -374451.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -374519.843750 Penalty: 4046.481934
	Iteration 22Q: 3 clusters Score -374519.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -374635.843750 Penalty: 4046.481934
	Iteration 23Q: 3 clusters Score -374635.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -374783.718750 Penalty: 4046.481934
	Iteration 24Q: 3 clusters Score -374783.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -374886.000000 Penalty: 4046.481934
	Iteration 25Q: 3 clusters Score -374886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -374940.062500 Penalty: 4046.481934
	Iteration 26Q: 3 clusters Score -374940.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -374996.250000 Penalty: 4046.481934
	Iteration 27Q: 3 clusters Score -374996.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -375061.593750 Penalty: 4046.481934
	Iteration 28Q: 3 clusters Score -375061.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -375151.593750 Penalty: 4046.481934
	Iteration 29Q: 3 clusters Score -375151.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -375343.625000 Penalty: 4046.481934
	Iteration 30Q: 3 clusters Score -375343.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -375625.062500 Penalty: 4046.481934
	Iteration 31Q: 3 clusters Score -375625.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -375752.125000 Penalty: 4046.481934
	Iteration 32Q: 3 clusters Score -375752.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -375805.375000 Penalty: 4046.481934
	Iteration 33Q: 3 clusters Score -375805.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -375843.156250 Penalty: 4046.481934
	Iteration 34Q: 3 clusters Score -375843.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -375878.968750 Penalty: 4046.481934
	Iteration 35Q: 3 clusters Score -375879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -375897.156250 Penalty: 4046.481934
	Iteration 36Q: 3 clusters Score -375897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -375917.718750 Penalty: 4046.481934
	Iteration 37Q: 3 clusters Score -375917.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -375940.593750 Penalty: 4046.481934
	Iteration 38Q: 3 clusters Score -375940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -375954.656250 Penalty: 4046.481934
	Iteration 39Q: 3 clusters Score -375954.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -375978.875000 Penalty: 4046.481934
	Iteration 40F: 3 clusters Score -375978.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -376008.062500 Penalty: 4046.481934
	Iteration 41Q: 3 clusters Score -376008.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -376036.031250 Penalty: 4046.481934
	Iteration 42Q: 3 clusters Score -376036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -376048.718750 Penalty: 4046.481934
	Iteration 43Q: 3 clusters Score -376048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -376053.406250 Penalty: 4046.481934
	Iteration 44Q: 3 clusters Score -376053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -376056.062500 Penalty: 4046.481934
	Iteration 45Q: 3 clusters Score -376056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -376057.218750 Penalty: 4046.481934
	Iteration 46Q: 3 clusters Score -376057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -376058.281250 Penalty: 4046.481934
	Iteration 47Q: 3 clusters Score -376058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376058.437500 Penalty: 4046.481934
	Iteration 48Q: 3 clusters Score -376058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376058.437500 Penalty: 4046.481934
	Iteration 49F: 3 clusters Score -376058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 21961 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 19643 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Entering Unmasked Estep 
Score: -111058368.000000 Penalty: 67905.187500
Splitting cluster 2 changes total score from -111054656.000000 to -111058368.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (21961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Entering Unmasked Estep 
Score: -2798625.250000 Penalty: 2479.261963
	Iteration 0F: 2 clusters Score -2798625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2783338.750000 Penalty: 4958.523926
	Iteration 0F: 3 clusters Score -2783339 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2789316.750000 Penalty: 4958.523926
	Iteration 1F: 3 clusters Score -2789317 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2790721.250000 Penalty: 4958.523926
	Iteration 2F: 3 clusters Score -2790721 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2792455.750000 Penalty: 4958.523926
	Iteration 3F: 3 clusters Score -2792456 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2793998.750000 Penalty: 4958.523926
	Iteration 4F: 3 clusters Score -2793999 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2795141.750000 Penalty: 4958.523926
	Iteration 5F: 3 clusters Score -2795142 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2795992.250000 Penalty: 4958.523926
	Iteration 6F: 3 clusters Score -2795992 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2796656.500000 Penalty: 4958.523926
	Iteration 7Q: 3 clusters Score -2796656 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2797256.750000 Penalty: 4958.523926
	Iteration 8Q: 3 clusters Score -2797257 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2797855.500000 Penalty: 4958.523926
	Iteration 9Q: 3 clusters Score -2797856 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2798308.250000 Penalty: 4958.523926
	Iteration 10Q: 3 clusters Score -2798308 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2798589.750000 Penalty: 4958.523926
	Iteration 11Q: 3 clusters Score -2798590 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2798793.250000 Penalty: 4958.523926
	Iteration 12Q: 3 clusters Score -2798793 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2798958.750000 Penalty: 4958.523926
	Iteration 13Q: 3 clusters Score -2798959 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2799095.750000 Penalty: 4958.523926
	Iteration 14Q: 3 clusters Score -2799096 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2799283.000000 Penalty: 4958.523926
	Iteration 15Q: 3 clusters Score -2799283 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2799530.500000 Penalty: 4958.523926
	Iteration 16Q: 3 clusters Score -2799530 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2799892.750000 Penalty: 4958.523926
	Iteration 17Q: 3 clusters Score -2799893 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2800430.000000 Penalty: 4958.523926
	Iteration 18Q: 3 clusters Score -2800430 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2800909.250000 Penalty: 4958.523926
	Iteration 19Q: 3 clusters Score -2800909 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2801077.000000 Penalty: 4958.523926
	Iteration 20F: 3 clusters Score -2801077 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2801138.750000 Penalty: 4958.523926
	Iteration 21Q: 3 clusters Score -2801139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2801150.750000 Penalty: 4958.523926
	Iteration 22Q: 3 clusters Score -2801151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2801165.250000 Penalty: 4958.523926
	Iteration 23Q: 3 clusters Score -2801165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2801163.500000 Penalty: 4958.523926
	Iteration 24Q: 3 clusters Score -2801164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2801170.250000 Penalty: 4958.523926
	Iteration 25Q: 3 clusters Score -2801170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2801170.000000 Penalty: 4958.523926
	Iteration 26Q: 3 clusters Score -2801170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2801169.000000 Penalty: 4958.523926
	Iteration 27Q: 3 clusters Score -2801169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2801170.250000 Penalty: 4958.523926
	Iteration 28Q: 3 clusters Score -2801170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2801173.500000 Penalty: 4958.523926
	Iteration 29Q: 3 clusters Score -2801174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2801175.000000 Penalty: 4958.523926
	Iteration 30Q: 3 clusters Score -2801175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2801180.000000 Penalty: 4958.523926
	Iteration 31Q: 3 clusters Score -2801180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2801180.250000 Penalty: 4958.523926
	Iteration 32Q: 3 clusters Score -2801180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2801178.500000 Penalty: 4958.523926
	Iteration 33Q: 3 clusters Score -2801178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2801174.750000 Penalty: 4958.523926
	Iteration 34Q: 3 clusters Score -2801175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2801177.750000 Penalty: 4958.523926
	Iteration 35Q: 3 clusters Score -2801178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2801178.250000 Penalty: 4958.523926
	Iteration 36Q: 3 clusters Score -2801178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2801177.000000 Penalty: 4958.523926
	Iteration 37Q: 3 clusters Score -2801177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2801177.000000 Penalty: 4958.523926
	Iteration 38Q: 3 clusters Score -2801177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2801177.000000 Penalty: 4958.523926
	Iteration 39F: 3 clusters Score -2801177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 19643 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Entering Unmasked Estep 
Score: -111059672.000000 Penalty: 71300.445312
Splitting cluster 3 changes total score from -111054656.000000 to -111059672.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -421713.750000 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -421713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -418177.500000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -418177.5 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -421659.187500 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -421659.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -425055.406250 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -425055.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -426785.531250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -426785.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -427240.062500 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -427240.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -427773.843750 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -427773.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -428814.250000 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -428814.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -428990.937500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -428990.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -429192.843750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -429192.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -429276.250000 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -429276.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -429306.156250 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -429306.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -429321.968750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -429322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -429336.656250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -429336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -429344.156250 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -429344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -429351.812500 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -429351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -429357.218750 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -429357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -429359.968750 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -429360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -429360.468750 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -429360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -429360.468750 Penalty: 4082.102051
	Iteration 18F: 3 clusters Score -429360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 19643 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Entering Unmasked Estep 
Score: -111066144.000000 Penalty: 74695.703125
Splitting cluster 4 changes total score from -111054656.000000 to -111066144.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (19643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Entering Unmasked Estep 
Score: -2345255.750000 Penalty: 2451.598145
	Iteration 0F: 2 clusters Score -2345256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2331464.250000 Penalty: 4903.196289
	Iteration 0F: 3 clusters Score -2331464 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2337623.500000 Penalty: 4903.196289
	Iteration 1F: 3 clusters Score -2337624 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2340048.750000 Penalty: 4903.196289
	Iteration 2F: 3 clusters Score -2340049 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2342837.750000 Penalty: 4903.196289
	Iteration 3F: 3 clusters Score -2342838 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2345103.250000 Penalty: 4903.196289
	Iteration 4F: 3 clusters Score -2345103 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2346576.000000 Penalty: 4903.196289
	Iteration 5F: 3 clusters Score -2346576 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2347313.250000 Penalty: 4903.196289
	Iteration 6Q: 3 clusters Score -2347313 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2347678.000000 Penalty: 4903.196289
	Iteration 7Q: 3 clusters Score -2347678 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2347959.000000 Penalty: 4903.196289
	Iteration 8Q: 3 clusters Score -2347959 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2348204.750000 Penalty: 4903.196289
	Iteration 9Q: 3 clusters Score -2348205 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2348501.000000 Penalty: 4903.196289
	Iteration 10Q: 3 clusters Score -2348501 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2348837.250000 Penalty: 4903.196289
	Iteration 11Q: 3 clusters Score -2348837 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2349095.250000 Penalty: 4903.196289
	Iteration 12Q: 3 clusters Score -2349095 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2349247.750000 Penalty: 4903.196289
	Iteration 13Q: 3 clusters Score -2349248 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2349382.000000 Penalty: 4903.196289
	Iteration 14Q: 3 clusters Score -2349382 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2349474.500000 Penalty: 4903.196289
	Iteration 15Q: 3 clusters Score -2349474 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2349559.750000 Penalty: 4903.196289
	Iteration 16Q: 3 clusters Score -2349560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2349624.000000 Penalty: 4903.196289
	Iteration 17Q: 3 clusters Score -2349624 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2349666.500000 Penalty: 4903.196289
	Iteration 18Q: 3 clusters Score -2349666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2349700.250000 Penalty: 4903.196289
	Iteration 19Q: 3 clusters Score -2349700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2349737.750000 Penalty: 4903.196289
	Iteration 20F: 3 clusters Score -2349738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2349767.500000 Penalty: 4903.196289
	Iteration 21Q: 3 clusters Score -2349768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2349773.000000 Penalty: 4903.196289
	Iteration 22Q: 3 clusters Score -2349773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2349792.500000 Penalty: 4903.196289
	Iteration 23Q: 3 clusters Score -2349792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2349793.000000 Penalty: 4903.196289
	Iteration 24Q: 3 clusters Score -2349793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2349791.750000 Penalty: 4903.196289
	Iteration 25Q: 3 clusters Score -2349792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2349794.750000 Penalty: 4903.196289
	Iteration 26Q: 3 clusters Score -2349795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2349802.250000 Penalty: 4903.196289
	Iteration 27Q: 3 clusters Score -2349802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2349816.500000 Penalty: 4903.196289
	Iteration 28Q: 3 clusters Score -2349816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2349822.000000 Penalty: 4903.196289
	Iteration 29Q: 3 clusters Score -2349822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2349823.750000 Penalty: 4903.196289
	Iteration 30Q: 3 clusters Score -2349824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2349822.250000 Penalty: 4903.196289
	Iteration 31Q: 3 clusters Score -2349822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2349822.750000 Penalty: 4903.196289
	Iteration 32Q: 3 clusters Score -2349823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2349827.250000 Penalty: 4903.196289
	Iteration 33Q: 3 clusters Score -2349827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2349829.250000 Penalty: 4903.196289
	Iteration 34Q: 3 clusters Score -2349829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2349829.500000 Penalty: 4903.196289
	Iteration 35Q: 3 clusters Score -2349830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2349827.750000 Penalty: 4903.196289
	Iteration 36Q: 3 clusters Score -2349828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2349824.500000 Penalty: 4903.196289
	Iteration 37Q: 3 clusters Score -2349824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2349830.000000 Penalty: 4903.196289
	Iteration 38Q: 3 clusters Score -2349830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2349827.750000 Penalty: 4903.196289
	Iteration 39Q: 3 clusters Score -2349828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2349830.750000 Penalty: 4903.196289
	Iteration 40F: 3 clusters Score -2349831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2349831.250000 Penalty: 4903.196289
	Iteration 41Q: 3 clusters Score -2349831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2349831.000000 Penalty: 4903.196289
	Iteration 42Q: 3 clusters Score -2349831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2349831.500000 Penalty: 4903.196289
	Iteration 43Q: 3 clusters Score -2349832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2349831.500000 Penalty: 4903.196289
	Iteration 44F: 3 clusters Score -2349832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Entering Unmasked Estep 
Score: -111069440.000000 Penalty: 78090.960938
Splitting cluster 5 changes total score from -111054656.000000 to -111069440.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (95864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Entering Unmasked Estep 
Score: -12527486.000000 Penalty: 2844.730225
	Iteration 0F: 2 clusters Score -1.252749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -12463418.000000 Penalty: 5689.460449
	Iteration 0F: 3 clusters Score -1.246342e+07 nChanged 45342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -12489094.000000 Penalty: 5689.460449
	Iteration 1F: 3 clusters Score -1.248909e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -12489881.000000 Penalty: 5689.460449
	Iteration 2Q: 3 clusters Score -1.248988e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -12491195.000000 Penalty: 5689.460449
	Iteration 3Q: 3 clusters Score -1.24912e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -12492755.000000 Penalty: 5689.460449
	Iteration 4Q: 3 clusters Score -1.249276e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -12494527.000000 Penalty: 5689.460449
	Iteration 5Q: 3 clusters Score -1.249453e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -12496231.000000 Penalty: 5689.460449
	Iteration 6Q: 3 clusters Score -1.249623e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -12498028.000000 Penalty: 5689.460449
	Iteration 7Q: 3 clusters Score -1.249803e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -12499886.000000 Penalty: 5689.460449
	Iteration 8Q: 3 clusters Score -1.249989e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -12501771.000000 Penalty: 5689.460449
	Iteration 9F: 3 clusters Score -1.250177e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -12503883.000000 Penalty: 5689.460449
	Iteration 10Q: 3 clusters Score -1.250388e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -12505854.000000 Penalty: 5689.460449
	Iteration 11Q: 3 clusters Score -1.250585e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -12507771.000000 Penalty: 5689.460449
	Iteration 12Q: 3 clusters Score -1.250777e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -12509449.000000 Penalty: 5689.460449
	Iteration 13Q: 3 clusters Score -1.250945e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -12511298.000000 Penalty: 5689.460449
	Iteration 14Q: 3 clusters Score -1.25113e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -12513308.000000 Penalty: 5689.460449
	Iteration 15Q: 3 clusters Score -1.251331e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -12515508.000000 Penalty: 5689.460449
	Iteration 16Q: 3 clusters Score -1.251551e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -12517726.000000 Penalty: 5689.460449
	Iteration 17Q: 3 clusters Score -1.251773e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -12519895.000000 Penalty: 5689.460449
	Iteration 18Q: 3 clusters Score -1.25199e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -12521709.000000 Penalty: 5689.460449
	Iteration 19Q: 3 clusters Score -1.252171e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -12522986.000000 Penalty: 5689.460449
	Iteration 20F: 3 clusters Score -1.252299e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12523768.000000 Penalty: 5689.460449
	Iteration 21Q: 3 clusters Score -1.252377e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12524241.000000 Penalty: 5689.460449
	Iteration 22Q: 3 clusters Score -1.252424e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12524533.000000 Penalty: 5689.460449
	Iteration 23Q: 3 clusters Score -1.252453e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12524725.000000 Penalty: 5689.460449
	Iteration 24Q: 3 clusters Score -1.252472e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12524881.000000 Penalty: 5689.460449
	Iteration 25Q: 3 clusters Score -1.252488e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12524989.000000 Penalty: 5689.460449
	Iteration 26Q: 3 clusters Score -1.252499e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12525073.000000 Penalty: 5689.460449
	Iteration 27Q: 3 clusters Score -1.252507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12525110.000000 Penalty: 5689.460449
	Iteration 28Q: 3 clusters Score -1.252511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12525182.000000 Penalty: 5689.460449
	Iteration 29Q: 3 clusters Score -1.252518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12525213.000000 Penalty: 5689.460449
	Iteration 30Q: 3 clusters Score -1.252521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12525234.000000 Penalty: 5689.460449
	Iteration 31Q: 3 clusters Score -1.252523e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12525266.000000 Penalty: 5689.460449
	Iteration 32Q: 3 clusters Score -1.252527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12525275.000000 Penalty: 5689.460449
	Iteration 33Q: 3 clusters Score -1.252528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12525291.000000 Penalty: 5689.460449
	Iteration 34Q: 3 clusters Score -1.252529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12525303.000000 Penalty: 5689.460449
	Iteration 35Q: 3 clusters Score -1.25253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12525299.000000 Penalty: 5689.460449
	Iteration 36Q: 3 clusters Score -1.25253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12525325.000000 Penalty: 5689.460449
	Iteration 37Q: 3 clusters Score -1.252532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12525353.000000 Penalty: 5689.460449
	Iteration 38Q: 3 clusters Score -1.252535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12525360.000000 Penalty: 5689.460449
	Iteration 39Q: 3 clusters Score -1.252536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12525357.000000 Penalty: 5689.460449
	Iteration 40F: 3 clusters Score -1.252536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12525383.000000 Penalty: 5689.460449
	Iteration 41Q: 3 clusters Score -1.252538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12525385.000000 Penalty: 5689.460449
	Iteration 42Q: 3 clusters Score -1.252538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12525382.000000 Penalty: 5689.460449
	Iteration 43Q: 3 clusters Score -1.252538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12525392.000000 Penalty: 5689.460449
	Iteration 44Q: 3 clusters Score -1.252539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12525391.000000 Penalty: 5689.460449
	Iteration 45Q: 3 clusters Score -1.252539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12525381.000000 Penalty: 5689.460449
	Iteration 46Q: 3 clusters Score -1.252538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12525387.000000 Penalty: 5689.460449
	Iteration 47Q: 3 clusters Score -1.252539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12525382.000000 Penalty: 5689.460449
	Iteration 48Q: 3 clusters Score -1.252538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12525386.000000 Penalty: 5689.460449
	Iteration 49Q: 3 clusters Score -1.252539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12525394.000000 Penalty: 5689.460449
	Iteration 50Q: 3 clusters Score -1.252539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12525393.000000 Penalty: 5689.460449
	Iteration 51Q: 3 clusters Score -1.252539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12525393.000000 Penalty: 5689.460449
	Iteration 52F: 3 clusters Score -1.252539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Entering Unmasked Estep 
Score: -1811452.125000 Penalty: 2371.877197
	Iteration 0F: 2 clusters Score -1811452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1801177.000000 Penalty: 4743.754395
	Iteration 0F: 3 clusters Score -1801177 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1804748.500000 Penalty: 4743.754395
	Iteration 1F: 3 clusters Score -1804748 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1805915.750000 Penalty: 4743.754395
	Iteration 2F: 3 clusters Score -1805916 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1807920.625000 Penalty: 4743.754395
	Iteration 3F: 3 clusters Score -1807921 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1809660.125000 Penalty: 4743.754395
	Iteration 4F: 3 clusters Score -1809660 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1811207.000000 Penalty: 4743.754395
	Iteration 5F: 3 clusters Score -1811207 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1812590.750000 Penalty: 4743.754395
	Iteration 6F: 3 clusters Score -1812591 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1813497.375000 Penalty: 4743.754395
	Iteration 7F: 3 clusters Score -1813497 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1813884.750000 Penalty: 4743.754395
	Iteration 8Q: 3 clusters Score -1813885 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1814046.500000 Penalty: 4743.754395
	Iteration 9Q: 3 clusters Score -1814046 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1814127.750000 Penalty: 4743.754395
	Iteration 10Q: 3 clusters Score -1814128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1814168.750000 Penalty: 4743.754395
	Iteration 11Q: 3 clusters Score -1814169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1814187.750000 Penalty: 4743.754395
	Iteration 12Q: 3 clusters Score -1814188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1814216.750000 Penalty: 4743.754395
	Iteration 13Q: 3 clusters Score -1814217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1814227.500000 Penalty: 4743.754395
	Iteration 14Q: 3 clusters Score -1814228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1814247.375000 Penalty: 4743.754395
	Iteration 15Q: 3 clusters Score -1814247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1814259.375000 Penalty: 4743.754395
	Iteration 16Q: 3 clusters Score -1814259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1814267.000000 Penalty: 4743.754395
	Iteration 17Q: 3 clusters Score -1814267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1814275.625000 Penalty: 4743.754395
	Iteration 18Q: 3 clusters Score -1814276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1814291.750000 Penalty: 4743.754395
	Iteration 19Q: 3 clusters Score -1814292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1814297.125000 Penalty: 4743.754395
	Iteration 20F: 3 clusters Score -1814297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1814311.500000 Penalty: 4743.754395
	Iteration 21Q: 3 clusters Score -1814312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1814323.875000 Penalty: 4743.754395
	Iteration 22Q: 3 clusters Score -1814324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1814332.625000 Penalty: 4743.754395
	Iteration 23Q: 3 clusters Score -1814333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1814350.750000 Penalty: 4743.754395
	Iteration 24Q: 3 clusters Score -1814351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1814361.750000 Penalty: 4743.754395
	Iteration 25Q: 3 clusters Score -1814362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1814369.375000 Penalty: 4743.754395
	Iteration 26Q: 3 clusters Score -1814369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1814381.875000 Penalty: 4743.754395
	Iteration 27Q: 3 clusters Score -1814382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1814391.125000 Penalty: 4743.754395
	Iteration 28Q: 3 clusters Score -1814391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1814403.250000 Penalty: 4743.754395
	Iteration 29Q: 3 clusters Score -1814403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1814415.250000 Penalty: 4743.754395
	Iteration 30Q: 3 clusters Score -1814415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1814421.875000 Penalty: 4743.754395
	Iteration 31Q: 3 clusters Score -1814422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1814431.375000 Penalty: 4743.754395
	Iteration 32Q: 3 clusters Score -1814431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1814443.500000 Penalty: 4743.754395
	Iteration 33Q: 3 clusters Score -1814444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1814455.375000 Penalty: 4743.754395
	Iteration 34Q: 3 clusters Score -1814455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1814467.500000 Penalty: 4743.754395
	Iteration 35Q: 3 clusters Score -1814468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1814503.000000 Penalty: 4743.754395
	Iteration 36Q: 3 clusters Score -1814503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1814568.250000 Penalty: 4743.754395
	Iteration 37Q: 3 clusters Score -1814568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1814667.125000 Penalty: 4743.754395
	Iteration 38Q: 3 clusters Score -1814667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1814895.375000 Penalty: 4743.754395
	Iteration 39Q: 3 clusters Score -1814895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1815018.250000 Penalty: 4743.754395
	Iteration 40F: 3 clusters Score -1815018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1815029.250000 Penalty: 4743.754395
	Iteration 41Q: 3 clusters Score -1815029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1815033.125000 Penalty: 4743.754395
	Iteration 42Q: 3 clusters Score -1815033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1815040.000000 Penalty: 4743.754395
	Iteration 43Q: 3 clusters Score -1815040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1815040.625000 Penalty: 4743.754395
	Iteration 44Q: 3 clusters Score -1815041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1815040.625000 Penalty: 4743.754395
	Iteration 45F: 3 clusters Score -1815041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Entering Unmasked Estep 
Score: -111071960.000000 Penalty: 81486.218750
Splitting cluster 7 changes total score from -111054656.000000 to -111071960.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -2207657.500000 Penalty: 2433.478516
	Iteration 0F: 2 clusters Score -2207658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2194761.500000 Penalty: 4866.957031
	Iteration 0F: 3 clusters Score -2194762 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2199591.750000 Penalty: 4866.957031
	Iteration 1F: 3 clusters Score -2199592 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2200841.000000 Penalty: 4866.957031
	Iteration 2F: 3 clusters Score -2200841 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2202446.500000 Penalty: 4866.957031
	Iteration 3F: 3 clusters Score -2202446 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2204149.500000 Penalty: 4866.957031
	Iteration 4F: 3 clusters Score -2204150 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2205253.000000 Penalty: 4866.957031
	Iteration 5F: 3 clusters Score -2205253 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2205901.250000 Penalty: 4866.957031
	Iteration 6F: 3 clusters Score -2205901 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2206266.250000 Penalty: 4866.957031
	Iteration 7Q: 3 clusters Score -2206266 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2206490.750000 Penalty: 4866.957031
	Iteration 8Q: 3 clusters Score -2206491 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2206637.750000 Penalty: 4866.957031
	Iteration 9Q: 3 clusters Score -2206638 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2206718.250000 Penalty: 4866.957031
	Iteration 10Q: 3 clusters Score -2206718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2206775.500000 Penalty: 4866.957031
	Iteration 11Q: 3 clusters Score -2206776 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2206829.750000 Penalty: 4866.957031
	Iteration 12Q: 3 clusters Score -2206830 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2206870.000000 Penalty: 4866.957031
	Iteration 13Q: 3 clusters Score -2206870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2206908.750000 Penalty: 4866.957031
	Iteration 14Q: 3 clusters Score -2206909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2206950.000000 Penalty: 4866.957031
	Iteration 15Q: 3 clusters Score -2206950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2207010.000000 Penalty: 4866.957031
	Iteration 16Q: 3 clusters Score -2207010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2207041.750000 Penalty: 4866.957031
	Iteration 17Q: 3 clusters Score -2207042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2207089.500000 Penalty: 4866.957031
	Iteration 18Q: 3 clusters Score -2207090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2207113.500000 Penalty: 4866.957031
	Iteration 19Q: 3 clusters Score -2207114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2207136.250000 Penalty: 4866.957031
	Iteration 20F: 3 clusters Score -2207136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2207139.000000 Penalty: 4866.957031
	Iteration 21Q: 3 clusters Score -2207139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2207145.500000 Penalty: 4866.957031
	Iteration 22Q: 3 clusters Score -2207146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2207153.750000 Penalty: 4866.957031
	Iteration 23Q: 3 clusters Score -2207154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2207161.000000 Penalty: 4866.957031
	Iteration 24Q: 3 clusters Score -2207161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2207167.500000 Penalty: 4866.957031
	Iteration 25Q: 3 clusters Score -2207168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2207164.250000 Penalty: 4866.957031
	Iteration 26Q: 3 clusters Score -2207164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2207162.250000 Penalty: 4866.957031
	Iteration 27Q: 3 clusters Score -2207162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2207167.250000 Penalty: 4866.957031
	Iteration 28Q: 3 clusters Score -2207167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2207167.500000 Penalty: 4866.957031
	Iteration 29Q: 3 clusters Score -2207168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2207168.500000 Penalty: 4866.957031
	Iteration 30Q: 3 clusters Score -2207168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2207170.750000 Penalty: 4866.957031
	Iteration 31Q: 3 clusters Score -2207171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2207167.750000 Penalty: 4866.957031
	Iteration 32Q: 3 clusters Score -2207168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2207170.750000 Penalty: 4866.957031
	Iteration 33Q: 3 clusters Score -2207171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2207170.250000 Penalty: 4866.957031
	Iteration 34Q: 3 clusters Score -2207170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2207173.000000 Penalty: 4866.957031
	Iteration 35Q: 3 clusters Score -2207173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2207174.500000 Penalty: 4866.957031
	Iteration 36Q: 3 clusters Score -2207174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2207173.500000 Penalty: 4866.957031
	Iteration 37Q: 3 clusters Score -2207174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2207174.500000 Penalty: 4866.957031
	Iteration 38Q: 3 clusters Score -2207174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2207172.500000 Penalty: 4866.957031
	Iteration 39Q: 3 clusters Score -2207172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2207174.000000 Penalty: 4866.957031
	Iteration 40F: 3 clusters Score -2207174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2207174.250000 Penalty: 4866.957031
	Iteration 41Q: 3 clusters Score -2207174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2207177.250000 Penalty: 4866.957031
	Iteration 42Q: 3 clusters Score -2207177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2207173.500000 Penalty: 4866.957031
	Iteration 43Q: 3 clusters Score -2207174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2207173.500000 Penalty: 4866.957031
	Iteration 44F: 3 clusters Score -2207174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Entering Unmasked Estep 
Score: -8773270.000000 Penalty: 2755.861328
	Iteration 0F: 2 clusters Score -8773270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -8728549.000000 Penalty: 5511.722656
	Iteration 0F: 3 clusters Score -8728549 nChanged 31241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -8748510.000000 Penalty: 5511.722656
	Iteration 1F: 3 clusters Score -8748510 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -8755172.000000 Penalty: 5511.722656
	Iteration 2F: 3 clusters Score -8755172 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -8766574.000000 Penalty: 5511.722656
	Iteration 3F: 3 clusters Score -8766574 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -8777998.000000 Penalty: 5511.722656
	Iteration 4F: 3 clusters Score -8777998 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -8785397.000000 Penalty: 5511.722656
	Iteration 5F: 3 clusters Score -8785397 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8789258.000000 Penalty: 5511.722656
	Iteration 6Q: 3 clusters Score -8789258 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -8791259.000000 Penalty: 5511.722656
	Iteration 7Q: 3 clusters Score -8791259 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -8792057.000000 Penalty: 5511.722656
	Iteration 8Q: 3 clusters Score -8792057 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -8792520.000000 Penalty: 5511.722656
	Iteration 9Q: 3 clusters Score -8792520 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -8792864.000000 Penalty: 5511.722656
	Iteration 10Q: 3 clusters Score -8792864 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -8793080.000000 Penalty: 5511.722656
	Iteration 11Q: 3 clusters Score -8793080 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -8793203.000000 Penalty: 5511.722656
	Iteration 12Q: 3 clusters Score -8793203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -8793289.000000 Penalty: 5511.722656
	Iteration 13Q: 3 clusters Score -8793289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -8793326.000000 Penalty: 5511.722656
	Iteration 14Q: 3 clusters Score -8793326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -8793327.000000 Penalty: 5511.722656
	Iteration 15Q: 3 clusters Score -8793327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -8793331.000000 Penalty: 5511.722656
	Iteration 16Q: 3 clusters Score -8793331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -8793329.000000 Penalty: 5511.722656
	Iteration 17Q: 3 clusters Score -8793329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -8793341.000000 Penalty: 5511.722656
	Iteration 18Q: 3 clusters Score -8793341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8793336.000000 Penalty: 5511.722656
	Iteration 19Q: 3 clusters Score -8793336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -8793336.000000 Penalty: 5511.722656
	Iteration 20F: 3 clusters Score -8793336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -8793337.000000 Penalty: 5511.722656
	Iteration 21Q: 3 clusters Score -8793337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8793341.000000 Penalty: 5511.722656
	Iteration 22Q: 3 clusters Score -8793341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8793341.000000 Penalty: 5511.722656
	Iteration 23F: 3 clusters Score -8793341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Entering Unmasked Estep 
Score: -111091368.000000 Penalty: 84881.476562
Splitting cluster 9 changes total score from -111054656.000000 to -111091368.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (27010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Entering Unmasked Estep 
Score: -3432559.750000 Penalty: 2530.582764
	Iteration 0F: 2 clusters Score -3432560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3414045.250000 Penalty: 5061.165527
	Iteration 0F: 3 clusters Score -3414045 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3421265.500000 Penalty: 5061.165527
	Iteration 1F: 3 clusters Score -3421266 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3422731.250000 Penalty: 5061.165527
	Iteration 2F: 3 clusters Score -3422731 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3424120.250000 Penalty: 5061.165527
	Iteration 3F: 3 clusters Score -3424120 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3425358.000000 Penalty: 5061.165527
	Iteration 4F: 3 clusters Score -3425358 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3426415.500000 Penalty: 5061.165527
	Iteration 5F: 3 clusters Score -3426416 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3427218.000000 Penalty: 5061.165527
	Iteration 6F: 3 clusters Score -3427218 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3427819.500000 Penalty: 5061.165527
	Iteration 7Q: 3 clusters Score -3427820 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3428407.250000 Penalty: 5061.165527
	Iteration 8Q: 3 clusters Score -3428407 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3428935.000000 Penalty: 5061.165527
	Iteration 9Q: 3 clusters Score -3428935 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3429480.000000 Penalty: 5061.165527
	Iteration 10Q: 3 clusters Score -3429480 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3430051.750000 Penalty: 5061.165527
	Iteration 11Q: 3 clusters Score -3430052 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3430598.500000 Penalty: 5061.165527
	Iteration 12Q: 3 clusters Score -3430598 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3431148.750000 Penalty: 5061.165527
	Iteration 13Q: 3 clusters Score -3431149 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3431588.750000 Penalty: 5061.165527
	Iteration 14Q: 3 clusters Score -3431589 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3431956.500000 Penalty: 5061.165527
	Iteration 15Q: 3 clusters Score -3431956 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3432170.000000 Penalty: 5061.165527
	Iteration 16Q: 3 clusters Score -3432170 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3432289.000000 Penalty: 5061.165527
	Iteration 17Q: 3 clusters Score -3432289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3432352.250000 Penalty: 5061.165527
	Iteration 18Q: 3 clusters Score -3432352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3432421.750000 Penalty: 5061.165527
	Iteration 19Q: 3 clusters Score -3432422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3432451.250000 Penalty: 5061.165527
	Iteration 20F: 3 clusters Score -3432451 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3432477.500000 Penalty: 5061.165527
	Iteration 21Q: 3 clusters Score -3432478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3432493.000000 Penalty: 5061.165527
	Iteration 22Q: 3 clusters Score -3432493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3432508.750000 Penalty: 5061.165527
	Iteration 23Q: 3 clusters Score -3432509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3432529.000000 Penalty: 5061.165527
	Iteration 24Q: 3 clusters Score -3432529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3432544.250000 Penalty: 5061.165527
	Iteration 25Q: 3 clusters Score -3432544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3432551.250000 Penalty: 5061.165527
	Iteration 26Q: 3 clusters Score -3432551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3432559.500000 Penalty: 5061.165527
	Iteration 27Q: 3 clusters Score -3432560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3432566.750000 Penalty: 5061.165527
	Iteration 28Q: 3 clusters Score -3432567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3432565.750000 Penalty: 5061.165527
	Iteration 29Q: 3 clusters Score -3432566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3432565.250000 Penalty: 5061.165527
	Iteration 30Q: 3 clusters Score -3432565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3432572.500000 Penalty: 5061.165527
	Iteration 31Q: 3 clusters Score -3432572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3432569.250000 Penalty: 5061.165527
	Iteration 32Q: 3 clusters Score -3432569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3432572.250000 Penalty: 5061.165527
	Iteration 33Q: 3 clusters Score -3432572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3432573.750000 Penalty: 5061.165527
	Iteration 34Q: 3 clusters Score -3432574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3432577.250000 Penalty: 5061.165527
	Iteration 35Q: 3 clusters Score -3432577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3432579.500000 Penalty: 5061.165527
	Iteration 36Q: 3 clusters Score -3432580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3432579.250000 Penalty: 5061.165527
	Iteration 37Q: 3 clusters Score -3432579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3432577.000000 Penalty: 5061.165527
	Iteration 38Q: 3 clusters Score -3432577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3432577.000000 Penalty: 5061.165527
	Iteration 39F: 3 clusters Score -3432577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Entering Unmasked Estep 
Score: -111090568.000000 Penalty: 88276.742188
Splitting cluster 10 changes total score from -111054656.000000 to -111090568.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (8033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Entering Unmasked Estep 
Score: -1035240.125000 Penalty: 2229.845703
	Iteration 0F: 2 clusters Score -1035240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1028931.125000 Penalty: 4459.691406
	Iteration 0F: 3 clusters Score -1028931 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1031137.125000 Penalty: 4459.691406
	Iteration 1F: 3 clusters Score -1031137 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1031863.875000 Penalty: 4459.691406
	Iteration 2F: 3 clusters Score -1031864 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1032609.125000 Penalty: 4459.691406
	Iteration 3F: 3 clusters Score -1032609 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1033261.000000 Penalty: 4459.691406
	Iteration 4F: 3 clusters Score -1033261 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1033797.937500 Penalty: 4459.691406
	Iteration 5F: 3 clusters Score -1033798 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1034215.187500 Penalty: 4459.691406
	Iteration 6F: 3 clusters Score -1034215 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1034489.000000 Penalty: 4459.691406
	Iteration 7Q: 3 clusters Score -1034489 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1034676.625000 Penalty: 4459.691406
	Iteration 8Q: 3 clusters Score -1034677 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1034813.062500 Penalty: 4459.691406
	Iteration 9Q: 3 clusters Score -1034813 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1034910.062500 Penalty: 4459.691406
	Iteration 10Q: 3 clusters Score -1034910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1034998.750000 Penalty: 4459.691406
	Iteration 11Q: 3 clusters Score -1034999 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1035079.562500 Penalty: 4459.691406
	Iteration 12Q: 3 clusters Score -1035080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1035139.437500 Penalty: 4459.691406
	Iteration 13Q: 3 clusters Score -1035139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1035178.625000 Penalty: 4459.691406
	Iteration 14Q: 3 clusters Score -1035179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1035206.125000 Penalty: 4459.691406
	Iteration 15Q: 3 clusters Score -1035206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1035218.750000 Penalty: 4459.691406
	Iteration 16Q: 3 clusters Score -1035219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1035222.937500 Penalty: 4459.691406
	Iteration 17Q: 3 clusters Score -1035223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1035230.250000 Penalty: 4459.691406
	Iteration 18Q: 3 clusters Score -1035230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1035236.375000 Penalty: 4459.691406
	Iteration 19Q: 3 clusters Score -1035236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1035240.687500 Penalty: 4459.691406
	Iteration 20F: 3 clusters Score -1035241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1035242.312500 Penalty: 4459.691406
	Iteration 21Q: 3 clusters Score -1035242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1035244.812500 Penalty: 4459.691406
	Iteration 22Q: 3 clusters Score -1035245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1035245.250000 Penalty: 4459.691406
	Iteration 23Q: 3 clusters Score -1035245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1035250.000000 Penalty: 4459.691406
	Iteration 24Q: 3 clusters Score -1035250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1035250.000000 Penalty: 4459.691406
	Iteration 25Q: 3 clusters Score -1035250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1035248.437500 Penalty: 4459.691406
	Iteration 26Q: 3 clusters Score -1035248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1035247.625000 Penalty: 4459.691406
	Iteration 27Q: 3 clusters Score -1035248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1035249.437500 Penalty: 4459.691406
	Iteration 28Q: 3 clusters Score -1035249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1035248.875000 Penalty: 4459.691406
	Iteration 29Q: 3 clusters Score -1035249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1035249.500000 Penalty: 4459.691406
	Iteration 30Q: 3 clusters Score -1035250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1035248.812500 Penalty: 4459.691406
	Iteration 31Q: 3 clusters Score -1035249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1035248.312500 Penalty: 4459.691406
	Iteration 32Q: 3 clusters Score -1035248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1035249.812500 Penalty: 4459.691406
	Iteration 33Q: 3 clusters Score -1035250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1035249.687500 Penalty: 4459.691406
	Iteration 34Q: 3 clusters Score -1035250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1035249.687500 Penalty: 4459.691406
	Iteration 35F: 3 clusters Score -1035250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Entering Unmasked Estep 
Score: -111089192.000000 Penalty: 91672.000000
Splitting cluster 11 changes total score from -111054656.000000 to -111089192.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (48119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Entering Unmasked Estep 
Score: -5765921.500000 Penalty: 2673.795166
	Iteration 0F: 2 clusters Score -5765922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -5733477.500000 Penalty: 5347.590332
	Iteration 0F: 3 clusters Score -5733478 nChanged 22412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5747051.000000 Penalty: 5347.590332
	Iteration 1F: 3 clusters Score -5747051 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -5749235.500000 Penalty: 5347.590332
	Iteration 2F: 3 clusters Score -5749236 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -5752050.500000 Penalty: 5347.590332
	Iteration 3F: 3 clusters Score -5752050 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -5754776.500000 Penalty: 5347.590332
	Iteration 4F: 3 clusters Score -5754776 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5757185.000000 Penalty: 5347.590332
	Iteration 5F: 3 clusters Score -5757185 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5759013.500000 Penalty: 5347.590332
	Iteration 6F: 3 clusters Score -5759014 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5760390.000000 Penalty: 5347.590332
	Iteration 7F: 3 clusters Score -5760390 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -5761252.500000 Penalty: 5347.590332
	Iteration 8Q: 3 clusters Score -5761252 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -5761863.500000 Penalty: 5347.590332
	Iteration 9Q: 3 clusters Score -5761864 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5762206.000000 Penalty: 5347.590332
	Iteration 10Q: 3 clusters Score -5762206 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5762480.500000 Penalty: 5347.590332
	Iteration 11Q: 3 clusters Score -5762480 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5762684.000000 Penalty: 5347.590332
	Iteration 12Q: 3 clusters Score -5762684 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5762871.500000 Penalty: 5347.590332
	Iteration 13Q: 3 clusters Score -5762872 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -5763051.500000 Penalty: 5347.590332
	Iteration 14Q: 3 clusters Score -5763052 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -5763178.500000 Penalty: 5347.590332
	Iteration 15Q: 3 clusters Score -5763178 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5763379.000000 Penalty: 5347.590332
	Iteration 16Q: 3 clusters Score -5763379 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5763547.500000 Penalty: 5347.590332
	Iteration 17Q: 3 clusters Score -5763548 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5763683.500000 Penalty: 5347.590332
	Iteration 18Q: 3 clusters Score -5763684 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -5763856.500000 Penalty: 5347.590332
	Iteration 19Q: 3 clusters Score -5763856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5764005.000000 Penalty: 5347.590332
	Iteration 20F: 3 clusters Score -5764005 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5764175.000000 Penalty: 5347.590332
	Iteration 21Q: 3 clusters Score -5764175 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5764369.500000 Penalty: 5347.590332
	Iteration 22Q: 3 clusters Score -5764370 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5764521.500000 Penalty: 5347.590332
	Iteration 23Q: 3 clusters Score -5764522 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5764660.000000 Penalty: 5347.590332
	Iteration 24Q: 3 clusters Score -5764660 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -5764835.000000 Penalty: 5347.590332
	Iteration 25Q: 3 clusters Score -5764835 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5765025.000000 Penalty: 5347.590332
	Iteration 26Q: 3 clusters Score -5765025 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5765219.000000 Penalty: 5347.590332
	Iteration 27Q: 3 clusters Score -5765219 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5765366.500000 Penalty: 5347.590332
	Iteration 28Q: 3 clusters Score -5765366 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5765489.000000 Penalty: 5347.590332
	Iteration 29Q: 3 clusters Score -5765489 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5765586.000000 Penalty: 5347.590332
	Iteration 30Q: 3 clusters Score -5765586 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -5765682.500000 Penalty: 5347.590332
	Iteration 31Q: 3 clusters Score -5765682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5765808.000000 Penalty: 5347.590332
	Iteration 32Q: 3 clusters Score -5765808 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -5765919.500000 Penalty: 5347.590332
	Iteration 33Q: 3 clusters Score -5765920 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5765994.500000 Penalty: 5347.590332
	Iteration 34Q: 3 clusters Score -5765994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5766080.500000 Penalty: 5347.590332
	Iteration 35Q: 3 clusters Score -5766080 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5766142.500000 Penalty: 5347.590332
	Iteration 36Q: 3 clusters Score -5766142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5766155.000000 Penalty: 5347.590332
	Iteration 37Q: 3 clusters Score -5766155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5766188.500000 Penalty: 5347.590332
	Iteration 38Q: 3 clusters Score -5766188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5766203.000000 Penalty: 5347.590332
	Iteration 39Q: 3 clusters Score -5766203 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5766234.000000 Penalty: 5347.590332
	Iteration 40F: 3 clusters Score -5766234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5766247.000000 Penalty: 5347.590332
	Iteration 41Q: 3 clusters Score -5766247 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5766273.000000 Penalty: 5347.590332
	Iteration 42Q: 3 clusters Score -5766273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5766287.000000 Penalty: 5347.590332
	Iteration 43Q: 3 clusters Score -5766287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5766280.500000 Penalty: 5347.590332
	Iteration 44Q: 3 clusters Score -5766280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5766283.500000 Penalty: 5347.590332
	Iteration 45Q: 3 clusters Score -5766284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5766280.500000 Penalty: 5347.590332
	Iteration 46Q: 3 clusters Score -5766280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5766284.000000 Penalty: 5347.590332
	Iteration 47Q: 3 clusters Score -5766284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -5766286.000000 Penalty: 5347.590332
	Iteration 48Q: 3 clusters Score -5766286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5766282.000000 Penalty: 5347.590332
	Iteration 49Q: 3 clusters Score -5766282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -5766282.000000 Penalty: 5347.590332
	Iteration 50Q: 3 clusters Score -5766282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5766290.000000 Penalty: 5347.590332
	Iteration 51Q: 3 clusters Score -5766290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -5766296.500000 Penalty: 5347.590332
	Iteration 52Q: 3 clusters Score -5766296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -5766298.000000 Penalty: 5347.590332
	Iteration 53Q: 3 clusters Score -5766298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5766292.500000 Penalty: 5347.590332
	Iteration 54Q: 3 clusters Score -5766292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -5766302.500000 Penalty: 5347.590332
	Iteration 55Q: 3 clusters Score -5766302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5766299.000000 Penalty: 5347.590332
	Iteration 56Q: 3 clusters Score -5766299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5766300.500000 Penalty: 5347.590332
	Iteration 57Q: 3 clusters Score -5766300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5766299.500000 Penalty: 5347.590332
	Iteration 58Q: 3 clusters Score -5766300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5766311.000000 Penalty: 5347.590332
	Iteration 59Q: 3 clusters Score -5766311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5766311.000000 Penalty: 5347.590332
	Iteration 60F: 3 clusters Score -5766311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5766306.500000 Penalty: 5347.590332
	Iteration 61Q: 3 clusters Score -5766306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5766312.000000 Penalty: 5347.590332
	Iteration 62Q: 3 clusters Score -5766312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5766312.500000 Penalty: 5347.590332
	Iteration 63Q: 3 clusters Score -5766312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5766311.000000 Penalty: 5347.590332
	Iteration 64Q: 3 clusters Score -5766311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5766315.000000 Penalty: 5347.590332
	Iteration 65Q: 3 clusters Score -5766315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5766316.000000 Penalty: 5347.590332
	Iteration 66Q: 3 clusters Score -5766316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5766319.000000 Penalty: 5347.590332
	Iteration 67Q: 3 clusters Score -5766319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5766315.500000 Penalty: 5347.590332
	Iteration 68Q: 3 clusters Score -5766316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5766316.500000 Penalty: 5347.590332
	Iteration 69Q: 3 clusters Score -5766316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5766316.500000 Penalty: 5347.590332
	Iteration 70F: 3 clusters Score -5766316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Entering Unmasked Estep 
Score: -111088840.000000 Penalty: 95067.257812
Splitting cluster 12 changes total score from -111054656.000000 to -111088840.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (17820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Entering Unmasked Estep 
Score: -2199844.000000 Penalty: 2427.442871
	Iteration 0F: 2 clusters Score -2199844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2187218.750000 Penalty: 4854.885742
	Iteration 0F: 3 clusters Score -2187219 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2192059.000000 Penalty: 4854.885742
	Iteration 1F: 3 clusters Score -2192059 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2194092.500000 Penalty: 4854.885742
	Iteration 2F: 3 clusters Score -2194092 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2197182.750000 Penalty: 4854.885742
	Iteration 3F: 3 clusters Score -2197183 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2200093.750000 Penalty: 4854.885742
	Iteration 4F: 3 clusters Score -2200094 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2201706.000000 Penalty: 4854.885742
	Iteration 5F: 3 clusters Score -2201706 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2202672.250000 Penalty: 4854.885742
	Iteration 6F: 3 clusters Score -2202672 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2203619.500000 Penalty: 4854.885742
	Iteration 7Q: 3 clusters Score -2203620 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2204739.250000 Penalty: 4854.885742
	Iteration 8Q: 3 clusters Score -2204739 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2206109.000000 Penalty: 4854.885742
	Iteration 9Q: 3 clusters Score -2206109 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2207616.250000 Penalty: 4854.885742
	Iteration 10Q: 3 clusters Score -2207616 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2208906.750000 Penalty: 4854.885742
	Iteration 11Q: 3 clusters Score -2208907 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2209708.750000 Penalty: 4854.885742
	Iteration 12Q: 3 clusters Score -2209709 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2209857.500000 Penalty: 4854.885742
	Iteration 13Q: 3 clusters Score -2209858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2209881.000000 Penalty: 4854.885742
	Iteration 14Q: 3 clusters Score -2209881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2209886.500000 Penalty: 4854.885742
	Iteration 15Q: 3 clusters Score -2209886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2209889.250000 Penalty: 4854.885742
	Iteration 16Q: 3 clusters Score -2209889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2209887.250000 Penalty: 4854.885742
	Iteration 17Q: 3 clusters Score -2209887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2209896.250000 Penalty: 4854.885742
	Iteration 18Q: 3 clusters Score -2209896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2209901.250000 Penalty: 4854.885742
	Iteration 19Q: 3 clusters Score -2209901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2209907.750000 Penalty: 4854.885742
	Iteration 20F: 3 clusters Score -2209908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2209908.250000 Penalty: 4854.885742
	Iteration 21Q: 3 clusters Score -2209908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2209907.500000 Penalty: 4854.885742
	Iteration 22Q: 3 clusters Score -2209908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2209912.750000 Penalty: 4854.885742
	Iteration 23Q: 3 clusters Score -2209913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2209916.000000 Penalty: 4854.885742
	Iteration 24Q: 3 clusters Score -2209916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2209914.500000 Penalty: 4854.885742
	Iteration 25Q: 3 clusters Score -2209914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2209916.250000 Penalty: 4854.885742
	Iteration 26Q: 3 clusters Score -2209916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2209915.250000 Penalty: 4854.885742
	Iteration 27Q: 3 clusters Score -2209915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2209918.750000 Penalty: 4854.885742
	Iteration 28Q: 3 clusters Score -2209919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2209923.000000 Penalty: 4854.885742
	Iteration 29Q: 3 clusters Score -2209923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2209922.250000 Penalty: 4854.885742
	Iteration 30Q: 3 clusters Score -2209922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2209923.500000 Penalty: 4854.885742
	Iteration 31Q: 3 clusters Score -2209924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2209927.500000 Penalty: 4854.885742
	Iteration 32Q: 3 clusters Score -2209928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2209927.500000 Penalty: 4854.885742
	Iteration 33Q: 3 clusters Score -2209928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2209931.000000 Penalty: 4854.885742
	Iteration 34Q: 3 clusters Score -2209931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2209934.500000 Penalty: 4854.885742
	Iteration 35Q: 3 clusters Score -2209934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2209936.500000 Penalty: 4854.885742
	Iteration 36Q: 3 clusters Score -2209936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2209936.500000 Penalty: 4854.885742
	Iteration 37Q: 3 clusters Score -2209936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2209935.500000 Penalty: 4854.885742
	Iteration 38Q: 3 clusters Score -2209936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2209933.000000 Penalty: 4854.885742
	Iteration 39Q: 3 clusters Score -2209933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2209934.500000 Penalty: 4854.885742
	Iteration 40F: 3 clusters Score -2209934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2209933.750000 Penalty: 4854.885742
	Iteration 41Q: 3 clusters Score -2209934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2209934.500000 Penalty: 4854.885742
	Iteration 42Q: 3 clusters Score -2209934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2209935.500000 Penalty: 4854.885742
	Iteration 43Q: 3 clusters Score -2209936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2209937.500000 Penalty: 4854.885742
	Iteration 44Q: 3 clusters Score -2209938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2209944.250000 Penalty: 4854.885742
	Iteration 45Q: 3 clusters Score -2209944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2209936.500000 Penalty: 4854.885742
	Iteration 46Q: 3 clusters Score -2209936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2209943.250000 Penalty: 4854.885742
	Iteration 47Q: 3 clusters Score -2209943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2209942.500000 Penalty: 4854.885742
	Iteration 48Q: 3 clusters Score -2209942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2209946.750000 Penalty: 4854.885742
	Iteration 49Q: 3 clusters Score -2209947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2209948.000000 Penalty: 4854.885742
	Iteration 50Q: 3 clusters Score -2209948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2209949.250000 Penalty: 4854.885742
	Iteration 51Q: 3 clusters Score -2209949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2209947.500000 Penalty: 4854.885742
	Iteration 52Q: 3 clusters Score -2209948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2209945.750000 Penalty: 4854.885742
	Iteration 53Q: 3 clusters Score -2209946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2209947.750000 Penalty: 4854.885742
	Iteration 54Q: 3 clusters Score -2209948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2209948.000000 Penalty: 4854.885742
	Iteration 55Q: 3 clusters Score -2209948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2209948.000000 Penalty: 4854.885742
	Iteration 56Q: 3 clusters Score -2209948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2209947.250000 Penalty: 4854.885742
	Iteration 57Q: 3 clusters Score -2209947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2209946.000000 Penalty: 4854.885742
	Iteration 58Q: 3 clusters Score -2209946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2209945.750000 Penalty: 4854.885742
	Iteration 59Q: 3 clusters Score -2209946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2209946.250000 Penalty: 4854.885742
	Iteration 60F: 3 clusters Score -2209946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2209947.250000 Penalty: 4854.885742
	Iteration 61Q: 3 clusters Score -2209947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2209949.500000 Penalty: 4854.885742
	Iteration 62Q: 3 clusters Score -2209950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2209948.000000 Penalty: 4854.885742
	Iteration 63Q: 3 clusters Score -2209948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2209948.000000 Penalty: 4854.885742
	Iteration 64F: 3 clusters Score -2209948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Mstep: Class 29 contains 7489 members 
Entering Unmasked Estep 
Score: -111098368.000000 Penalty: 98462.515625
Splitting cluster 13 changes total score from -111054656.000000 to -111098368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (27543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Entering Unmasked Estep 
Score: -3394449.750000 Penalty: 2535.428955
	Iteration 0F: 2 clusters Score -3394450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3375450.750000 Penalty: 5070.857910
	Iteration 0F: 3 clusters Score -3375451 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3382775.500000 Penalty: 5070.857910
	Iteration 1F: 3 clusters Score -3382776 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3384242.750000 Penalty: 5070.857910
	Iteration 2F: 3 clusters Score -3384243 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3386320.500000 Penalty: 5070.857910
	Iteration 3F: 3 clusters Score -3386320 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3388450.500000 Penalty: 5070.857910
	Iteration 4F: 3 clusters Score -3388450 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3390118.500000 Penalty: 5070.857910
	Iteration 5F: 3 clusters Score -3390118 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3391622.500000 Penalty: 5070.857910
	Iteration 6F: 3 clusters Score -3391622 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3393276.750000 Penalty: 5070.857910
	Iteration 7F: 3 clusters Score -3393277 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3394909.250000 Penalty: 5070.857910
	Iteration 8F: 3 clusters Score -3394909 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3396415.750000 Penalty: 5070.857910
	Iteration 9F: 3 clusters Score -3396416 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3397777.750000 Penalty: 5070.857910
	Iteration 10Q: 3 clusters Score -3397778 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3399037.000000 Penalty: 5070.857910
	Iteration 11Q: 3 clusters Score -3399037 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3399783.750000 Penalty: 5070.857910
	Iteration 12Q: 3 clusters Score -3399784 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3400166.500000 Penalty: 5070.857910
	Iteration 13Q: 3 clusters Score -3400166 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3400479.000000 Penalty: 5070.857910
	Iteration 14Q: 3 clusters Score -3400479 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3400777.750000 Penalty: 5070.857910
	Iteration 15Q: 3 clusters Score -3400778 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3401059.500000 Penalty: 5070.857910
	Iteration 16Q: 3 clusters Score -3401060 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3401219.750000 Penalty: 5070.857910
	Iteration 17Q: 3 clusters Score -3401220 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3401318.500000 Penalty: 5070.857910
	Iteration 18Q: 3 clusters Score -3401318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3401372.500000 Penalty: 5070.857910
	Iteration 19Q: 3 clusters Score -3401372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3401418.750000 Penalty: 5070.857910
	Iteration 20F: 3 clusters Score -3401419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3401460.750000 Penalty: 5070.857910
	Iteration 21Q: 3 clusters Score -3401461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3401457.250000 Penalty: 5070.857910
	Iteration 22Q: 3 clusters Score -3401457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3401467.250000 Penalty: 5070.857910
	Iteration 23Q: 3 clusters Score -3401467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3401466.250000 Penalty: 5070.857910
	Iteration 24Q: 3 clusters Score -3401466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3401472.000000 Penalty: 5070.857910
	Iteration 25Q: 3 clusters Score -3401472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3401479.000000 Penalty: 5070.857910
	Iteration 26Q: 3 clusters Score -3401479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3401484.500000 Penalty: 5070.857910
	Iteration 27Q: 3 clusters Score -3401484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3401482.000000 Penalty: 5070.857910
	Iteration 28Q: 3 clusters Score -3401482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3401479.000000 Penalty: 5070.857910
	Iteration 29Q: 3 clusters Score -3401479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3401475.750000 Penalty: 5070.857910
	Iteration 30Q: 3 clusters Score -3401476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3401472.750000 Penalty: 5070.857910
	Iteration 31Q: 3 clusters Score -3401473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3401471.250000 Penalty: 5070.857910
	Iteration 32Q: 3 clusters Score -3401471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3401471.250000 Penalty: 5070.857910
	Iteration 33F: 3 clusters Score -3401471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 23733 members 
Mstep: Class 15 contains 65757 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 3810 members 
Entering Unmasked Estep 
Score: -111104368.000000 Penalty: 101857.773438
Splitting cluster 14 changes total score from -111054656.000000 to -111104368.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (65757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Entering Unmasked Estep 
Score: -8496116.000000 Penalty: 2751.242920
	Iteration 0F: 2 clusters Score -8496116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -8451715.000000 Penalty: 5502.485840
	Iteration 0F: 3 clusters Score -8451715 nChanged 30762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -8469089.000000 Penalty: 5502.485840
	Iteration 1F: 3 clusters Score -8469089 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -8469860.000000 Penalty: 5502.485840
	Iteration 2Q: 3 clusters Score -8469860 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -8470829.000000 Penalty: 5502.485840
	Iteration 3Q: 3 clusters Score -8470829 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -8471943.000000 Penalty: 5502.485840
	Iteration 4Q: 3 clusters Score -8471943 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -8473215.000000 Penalty: 5502.485840
	Iteration 5Q: 3 clusters Score -8473215 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -8474664.000000 Penalty: 5502.485840
	Iteration 6Q: 3 clusters Score -8474664 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8476126.000000 Penalty: 5502.485840
	Iteration 7F: 3 clusters Score -8476126 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -8477671.000000 Penalty: 5502.485840
	Iteration 8Q: 3 clusters Score -8477671 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -8479427.000000 Penalty: 5502.485840
	Iteration 9Q: 3 clusters Score -8479427 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -8481229.000000 Penalty: 5502.485840
	Iteration 10F: 3 clusters Score -8481229 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -8483062.000000 Penalty: 5502.485840
	Iteration 11Q: 3 clusters Score -8483062 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -8485006.000000 Penalty: 5502.485840
	Iteration 12Q: 3 clusters Score -8485006 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8486794.000000 Penalty: 5502.485840
	Iteration 13Q: 3 clusters Score -8486794 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8488189.000000 Penalty: 5502.485840
	Iteration 14Q: 3 clusters Score -8488189 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8489486.000000 Penalty: 5502.485840
	Iteration 15Q: 3 clusters Score -8489486 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -8490782.000000 Penalty: 5502.485840
	Iteration 16Q: 3 clusters Score -8490782 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -8492079.000000 Penalty: 5502.485840
	Iteration 17Q: 3 clusters Score -8492079 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8493444.000000 Penalty: 5502.485840
	Iteration 18Q: 3 clusters Score -8493444 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -8494817.000000 Penalty: 5502.485840
	Iteration 19Q: 3 clusters Score -8494817 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8495841.000000 Penalty: 5502.485840
	Iteration 20F: 3 clusters Score -8495841 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -8496581.000000 Penalty: 5502.485840
	Iteration 21Q: 3 clusters Score -8496581 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8496989.000000 Penalty: 5502.485840
	Iteration 22Q: 3 clusters Score -8496989 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -8497222.000000 Penalty: 5502.485840
	Iteration 23Q: 3 clusters Score -8497222 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -8497307.000000 Penalty: 5502.485840
	Iteration 24Q: 3 clusters Score -8497307 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -8497355.000000 Penalty: 5502.485840
	Iteration 25Q: 3 clusters Score -8497355 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -8497354.000000 Penalty: 5502.485840
	Iteration 26Q: 3 clusters Score -8497354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -8497396.000000 Penalty: 5502.485840
	Iteration 27Q: 3 clusters Score -8497396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -8497389.000000 Penalty: 5502.485840
	Iteration 28Q: 3 clusters Score -8497389 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8497409.000000 Penalty: 5502.485840
	Iteration 29Q: 3 clusters Score -8497409 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -8497410.000000 Penalty: 5502.485840
	Iteration 30Q: 3 clusters Score -8497410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -8497429.000000 Penalty: 5502.485840
	Iteration 31Q: 3 clusters Score -8497429 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -8497462.000000 Penalty: 5502.485840
	Iteration 32Q: 3 clusters Score -8497462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -8497470.000000 Penalty: 5502.485840
	Iteration 33Q: 3 clusters Score -8497470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -8497478.000000 Penalty: 5502.485840
	Iteration 34Q: 3 clusters Score -8497478 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -8497507.000000 Penalty: 5502.485840
	Iteration 35Q: 3 clusters Score -8497507 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8497513.000000 Penalty: 5502.485840
	Iteration 36Q: 3 clusters Score -8497513 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8497507.000000 Penalty: 5502.485840
	Iteration 37Q: 3 clusters Score -8497507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8497504.000000 Penalty: 5502.485840
	Iteration 38Q: 3 clusters Score -8497504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -8497513.000000 Penalty: 5502.485840
	Iteration 39Q: 3 clusters Score -8497513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -8497511.000000 Penalty: 5502.485840
	Iteration 40F: 3 clusters Score -8497511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -8497510.000000 Penalty: 5502.485840
	Iteration 41Q: 3 clusters Score -8497510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -8497511.000000 Penalty: 5502.485840
	Iteration 42Q: 3 clusters Score -8497511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -8497524.000000 Penalty: 5502.485840
	Iteration 43Q: 3 clusters Score -8497524 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8497523.000000 Penalty: 5502.485840
	Iteration 44Q: 3 clusters Score -8497523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -8497522.000000 Penalty: 5502.485840
	Iteration 45Q: 3 clusters Score -8497522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -8497532.000000 Penalty: 5502.485840
	Iteration 46Q: 3 clusters Score -8497532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -8497533.000000 Penalty: 5502.485840
	Iteration 47Q: 3 clusters Score -8497533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8497542.000000 Penalty: 5502.485840
	Iteration 48Q: 3 clusters Score -8497542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8497541.000000 Penalty: 5502.485840
	Iteration 49Q: 3 clusters Score -8497541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -8497543.000000 Penalty: 5502.485840
	Iteration 50Q: 3 clusters Score -8497543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8497543.000000 Penalty: 5502.485840
	Iteration 51Q: 3 clusters Score -8497543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8497559.000000 Penalty: 5502.485840
	Iteration 52Q: 3 clusters Score -8497559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8497564.000000 Penalty: 5502.485840
	Iteration 53Q: 3 clusters Score -8497564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -8497567.000000 Penalty: 5502.485840
	Iteration 54Q: 3 clusters Score -8497567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -8497563.000000 Penalty: 5502.485840
	Iteration 55Q: 3 clusters Score -8497563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -8497558.000000 Penalty: 5502.485840
	Iteration 56Q: 3 clusters Score -8497558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8497554.000000 Penalty: 5502.485840
	Iteration 57Q: 3 clusters Score -8497554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -8497557.000000 Penalty: 5502.485840
	Iteration 58Q: 3 clusters Score -8497557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -8497551.000000 Penalty: 5502.485840
	Iteration 59Q: 3 clusters Score -8497551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -8497552.000000 Penalty: 5502.485840
	Iteration 60F: 3 clusters Score -8497552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -8497551.000000 Penalty: 5502.485840
	Iteration 61Q: 3 clusters Score -8497551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -8497554.000000 Penalty: 5502.485840
	Iteration 62Q: 3 clusters Score -8497554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -8497550.000000 Penalty: 5502.485840
	Iteration 63Q: 3 clusters Score -8497550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8497550.000000 Penalty: 5502.485840
	Iteration 64Q: 3 clusters Score -8497550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8497542.000000 Penalty: 5502.485840
	Iteration 65Q: 3 clusters Score -8497542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8497554.000000 Penalty: 5502.485840
	Iteration 66Q: 3 clusters Score -8497554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -8497566.000000 Penalty: 5502.485840
	Iteration 67Q: 3 clusters Score -8497566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -8497572.000000 Penalty: 5502.485840
	Iteration 68Q: 3 clusters Score -8497572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8497576.000000 Penalty: 5502.485840
	Iteration 69Q: 3 clusters Score -8497576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -8497575.000000 Penalty: 5502.485840
	Iteration 70Q: 3 clusters Score -8497575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -8497583.000000 Penalty: 5502.485840
	Iteration 71Q: 3 clusters Score -8497583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8497582.000000 Penalty: 5502.485840
	Iteration 72Q: 3 clusters Score -8497582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -8497577.000000 Penalty: 5502.485840
	Iteration 73Q: 3 clusters Score -8497577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -8497585.000000 Penalty: 5502.485840
	Iteration 74Q: 3 clusters Score -8497585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8497574.000000 Penalty: 5502.485840
	Iteration 75Q: 3 clusters Score -8497574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -8497571.000000 Penalty: 5502.485840
	Iteration 76Q: 3 clusters Score -8497571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -8497576.000000 Penalty: 5502.485840
	Iteration 77Q: 3 clusters Score -8497576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -8497583.000000 Penalty: 5502.485840
	Iteration 78Q: 3 clusters Score -8497583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -8497581.000000 Penalty: 5502.485840
	Iteration 79Q: 3 clusters Score -8497581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -8497575.000000 Penalty: 5502.485840
	Iteration 80F: 3 clusters Score -8497575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -8497570.000000 Penalty: 5502.485840
	Iteration 81Q: 3 clusters Score -8497570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -8497581.000000 Penalty: 5502.485840
	Iteration 82Q: 3 clusters Score -8497581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8497586.000000 Penalty: 5502.485840
	Iteration 83Q: 3 clusters Score -8497586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -8497585.000000 Penalty: 5502.485840
	Iteration 84Q: 3 clusters Score -8497585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -8497580.000000 Penalty: 5502.485840
	Iteration 85Q: 3 clusters Score -8497580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -8497583.000000 Penalty: 5502.485840
	Iteration 86Q: 3 clusters Score -8497583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -8497579.000000 Penalty: 5502.485840
	Iteration 87Q: 3 clusters Score -8497579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8497581.000000 Penalty: 5502.485840
	Iteration 88Q: 3 clusters Score -8497581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8497581.000000 Penalty: 5502.485840
	Iteration 89F: 3 clusters Score -8497581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 23733 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 164745 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 38002 members 
Entering Unmasked Estep 
Score: -111105824.000000 Penalty: 105253.039062
Splitting cluster 15 changes total score from -111054656.000000 to -111105824.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (164745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Entering Unmasked Estep 
Score: -21588402.000000 Penalty: 2979.014160
	Iteration 0F: 2 clusters Score -2.15884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -21478254.000000 Penalty: 5958.028320
	Iteration 0F: 3 clusters Score -2.147825e+07 nChanged 79226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -21524158.000000 Penalty: 5958.028320
	Iteration 1F: 3 clusters Score -2.152416e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -21525390.000000 Penalty: 5958.028320
	Iteration 2Q: 3 clusters Score -2.152539e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -21526576.000000 Penalty: 5958.028320
	Iteration 3Q: 3 clusters Score -2.152658e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -21528326.000000 Penalty: 5958.028320
	Iteration 4Q: 3 clusters Score -2.152833e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -21530500.000000 Penalty: 5958.028320
	Iteration 5Q: 3 clusters Score -2.15305e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -21533752.000000 Penalty: 5958.028320
	Iteration 6Q: 3 clusters Score -2.153375e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -21537334.000000 Penalty: 5958.028320
	Iteration 7Q: 3 clusters Score -2.153733e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -21541344.000000 Penalty: 5958.028320
	Iteration 8F: 3 clusters Score -2.154134e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -21545216.000000 Penalty: 5958.028320
	Iteration 9F: 3 clusters Score -2.154522e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -21549056.000000 Penalty: 5958.028320
	Iteration 10Q: 3 clusters Score -2.154906e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -21552320.000000 Penalty: 5958.028320
	Iteration 11Q: 3 clusters Score -2.155232e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -21555394.000000 Penalty: 5958.028320
	Iteration 12Q: 3 clusters Score -2.155539e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -21558098.000000 Penalty: 5958.028320
	Iteration 13Q: 3 clusters Score -2.15581e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -21560092.000000 Penalty: 5958.028320
	Iteration 14Q: 3 clusters Score -2.156009e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -21561434.000000 Penalty: 5958.028320
	Iteration 15Q: 3 clusters Score -2.156143e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -21562062.000000 Penalty: 5958.028320
	Iteration 16Q: 3 clusters Score -2.156206e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -21562544.000000 Penalty: 5958.028320
	Iteration 17Q: 3 clusters Score -2.156254e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 86080 members 
Entering Unmasked Estep 
Score: -21562796.000000 Penalty: 5958.028320
	Iteration 18Q: 3 clusters Score -2.15628e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -21563148.000000 Penalty: 5958.028320
	Iteration 19Q: 3 clusters Score -2.156315e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -21563322.000000 Penalty: 5958.028320
	Iteration 20F: 3 clusters Score -2.156332e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -21563586.000000 Penalty: 5958.028320
	Iteration 21Q: 3 clusters Score -2.156359e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -21563824.000000 Penalty: 5958.028320
	Iteration 22Q: 3 clusters Score -2.156382e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -21564024.000000 Penalty: 5958.028320
	Iteration 23Q: 3 clusters Score -2.156402e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -21564204.000000 Penalty: 5958.028320
	Iteration 24Q: 3 clusters Score -2.15642e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -21564386.000000 Penalty: 5958.028320
	Iteration 25Q: 3 clusters Score -2.156439e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -21564572.000000 Penalty: 5958.028320
	Iteration 26Q: 3 clusters Score -2.156457e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -21564810.000000 Penalty: 5958.028320
	Iteration 27Q: 3 clusters Score -2.156481e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -21564956.000000 Penalty: 5958.028320
	Iteration 28Q: 3 clusters Score -2.156496e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -21565258.000000 Penalty: 5958.028320
	Iteration 29Q: 3 clusters Score -2.156526e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -21565544.000000 Penalty: 5958.028320
	Iteration 30Q: 3 clusters Score -2.156554e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -21565806.000000 Penalty: 5958.028320
	Iteration 31Q: 3 clusters Score -2.156581e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -21566138.000000 Penalty: 5958.028320
	Iteration 32Q: 3 clusters Score -2.156614e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -21566718.000000 Penalty: 5958.028320
	Iteration 33Q: 3 clusters Score -2.156672e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 105970 members 
Entering Unmasked Estep 
Score: -21567142.000000 Penalty: 5958.028320
	Iteration 34Q: 3 clusters Score -2.156714e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -21567986.000000 Penalty: 5958.028320
	Iteration 35Q: 3 clusters Score -2.156799e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -21568698.000000 Penalty: 5958.028320
	Iteration 36Q: 3 clusters Score -2.15687e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -21569370.000000 Penalty: 5958.028320
	Iteration 37Q: 3 clusters Score -2.156937e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -21570244.000000 Penalty: 5958.028320
	Iteration 38Q: 3 clusters Score -2.157024e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -21571164.000000 Penalty: 5958.028320
	Iteration 39Q: 3 clusters Score -2.157116e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -21572282.000000 Penalty: 5958.028320
	Iteration 40F: 3 clusters Score -2.157228e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 124881 members 
Entering Unmasked Estep 
Score: -21573414.000000 Penalty: 5958.028320
	Iteration 41Q: 3 clusters Score -2.157341e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -21574572.000000 Penalty: 5958.028320
	Iteration 42Q: 3 clusters Score -2.157457e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -21575842.000000 Penalty: 5958.028320
	Iteration 43Q: 3 clusters Score -2.157584e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -21577090.000000 Penalty: 5958.028320
	Iteration 44Q: 3 clusters Score -2.157709e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -21578418.000000 Penalty: 5958.028320
	Iteration 45Q: 3 clusters Score -2.157842e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -21579758.000000 Penalty: 5958.028320
	Iteration 46Q: 3 clusters Score -2.157976e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 143075 members 
Entering Unmasked Estep 
Score: -21581084.000000 Penalty: 5958.028320
	Iteration 47Q: 3 clusters Score -2.158108e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -21582098.000000 Penalty: 5958.028320
	Iteration 48Q: 3 clusters Score -2.15821e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -21583130.000000 Penalty: 5958.028320
	Iteration 49Q: 3 clusters Score -2.158313e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -21583960.000000 Penalty: 5958.028320
	Iteration 50Q: 3 clusters Score -2.158396e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -21584820.000000 Penalty: 5958.028320
	Iteration 51Q: 3 clusters Score -2.158482e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -21585442.000000 Penalty: 5958.028320
	Iteration 52Q: 3 clusters Score -2.158544e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -21586000.000000 Penalty: 5958.028320
	Iteration 53Q: 3 clusters Score -2.1586e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -21586530.000000 Penalty: 5958.028320
	Iteration 54Q: 3 clusters Score -2.158653e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -21586970.000000 Penalty: 5958.028320
	Iteration 55Q: 3 clusters Score -2.158697e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -21587230.000000 Penalty: 5958.028320
	Iteration 56Q: 3 clusters Score -2.158723e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -21587518.000000 Penalty: 5958.028320
	Iteration 57Q: 3 clusters Score -2.158752e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -21587706.000000 Penalty: 5958.028320
	Iteration 58Q: 3 clusters Score -2.158771e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 159262 members 
Entering Unmasked Estep 
Score: -21587766.000000 Penalty: 5958.028320
	Iteration 59Q: 3 clusters Score -2.158777e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -21587848.000000 Penalty: 5958.028320
	Iteration 60F: 3 clusters Score -2.158785e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -21587890.000000 Penalty: 5958.028320
	Iteration 61Q: 3 clusters Score -2.158789e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -21587970.000000 Penalty: 5958.028320
	Iteration 62Q: 3 clusters Score -2.158797e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -21588032.000000 Penalty: 5958.028320
	Iteration 63Q: 3 clusters Score -2.158803e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -21588038.000000 Penalty: 5958.028320
	Iteration 64Q: 3 clusters Score -2.158804e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -21588058.000000 Penalty: 5958.028320
	Iteration 65Q: 3 clusters Score -2.158806e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -21588120.000000 Penalty: 5958.028320
	Iteration 66Q: 3 clusters Score -2.158812e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -21588124.000000 Penalty: 5958.028320
	Iteration 67Q: 3 clusters Score -2.158812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -21588144.000000 Penalty: 5958.028320
	Iteration 68Q: 3 clusters Score -2.158814e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -21588162.000000 Penalty: 5958.028320
	Iteration 69Q: 3 clusters Score -2.158816e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -21588180.000000 Penalty: 5958.028320
	Iteration 70Q: 3 clusters Score -2.158818e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -21588174.000000 Penalty: 5958.028320
	Iteration 71Q: 3 clusters Score -2.158817e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -21588200.000000 Penalty: 5958.028320
	Iteration 72Q: 3 clusters Score -2.15882e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 160762 members 
Entering Unmasked Estep 
Score: -21588232.000000 Penalty: 5958.028320
	Iteration 73Q: 3 clusters Score -2.158823e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 160839 members 
Entering Unmasked Estep 
Score: -21588302.000000 Penalty: 5958.028320
	Iteration 74Q: 3 clusters Score -2.15883e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -21588334.000000 Penalty: 5958.028320
	Iteration 75Q: 3 clusters Score -2.158833e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -21588402.000000 Penalty: 5958.028320
	Iteration 76Q: 3 clusters Score -2.15884e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -21588464.000000 Penalty: 5958.028320
	Iteration 77Q: 3 clusters Score -2.158846e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 161153 members 
Entering Unmasked Estep 
Score: -21588542.000000 Penalty: 5958.028320
	Iteration 78Q: 3 clusters Score -2.158854e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -21588652.000000 Penalty: 5958.028320
	Iteration 79Q: 3 clusters Score -2.158865e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 161303 members 
Entering Unmasked Estep 
Score: -21588738.000000 Penalty: 5958.028320
	Iteration 80F: 3 clusters Score -2.158874e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -21588814.000000 Penalty: 5958.028320
	Iteration 81Q: 3 clusters Score -2.158881e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -21588894.000000 Penalty: 5958.028320
	Iteration 82Q: 3 clusters Score -2.158889e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -21588888.000000 Penalty: 5958.028320
	Iteration 83Q: 3 clusters Score -2.158889e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -21588908.000000 Penalty: 5958.028320
	Iteration 84Q: 3 clusters Score -2.158891e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -21588924.000000 Penalty: 5958.028320
	Iteration 85Q: 3 clusters Score -2.158892e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -21588910.000000 Penalty: 5958.028320
	Iteration 86Q: 3 clusters Score -2.158891e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -21588920.000000 Penalty: 5958.028320
	Iteration 87Q: 3 clusters Score -2.158892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 161361 members 
Entering Unmasked Estep 
Score: -21588918.000000 Penalty: 5958.028320
	Iteration 88Q: 3 clusters Score -2.158892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -21588914.000000 Penalty: 5958.028320
	Iteration 89Q: 3 clusters Score -2.158891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -21588916.000000 Penalty: 5958.028320
	Iteration 90Q: 3 clusters Score -2.158892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -21588922.000000 Penalty: 5958.028320
	Iteration 91Q: 3 clusters Score -2.158892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -21588926.000000 Penalty: 5958.028320
	Iteration 92Q: 3 clusters Score -2.158893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -21588936.000000 Penalty: 5958.028320
	Iteration 93Q: 3 clusters Score -2.158894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -21588948.000000 Penalty: 5958.028320
	Iteration 94Q: 3 clusters Score -2.158895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -21588940.000000 Penalty: 5958.028320
	Iteration 95Q: 3 clusters Score -2.158894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -21588938.000000 Penalty: 5958.028320
	Iteration 96Q: 3 clusters Score -2.158894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 161367 members 
Entering Unmasked Estep 
Score: -21588942.000000 Penalty: 5958.028320
	Iteration 97Q: 3 clusters Score -2.158894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -21588946.000000 Penalty: 5958.028320
	Iteration 98Q: 3 clusters Score -2.158895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -21588944.000000 Penalty: 5958.028320
	Iteration 99Q: 3 clusters Score -2.158894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -21588934.000000 Penalty: 5958.028320
	Iteration 100F: 3 clusters Score -2.158893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 161371 members 
Entering Unmasked Estep 
Score: -21588940.000000 Penalty: 5958.028320
	Iteration 101Q: 3 clusters Score -2.158894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -21588954.000000 Penalty: 5958.028320
	Iteration 102Q: 3 clusters Score -2.158895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -21588942.000000 Penalty: 5958.028320
	Iteration 103Q: 3 clusters Score -2.158894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -21588940.000000 Penalty: 5958.028320
	Iteration 104Q: 3 clusters Score -2.158894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -21588954.000000 Penalty: 5958.028320
	Iteration 105Q: 3 clusters Score -2.158895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -21588948.000000 Penalty: 5958.028320
	Iteration 106Q: 3 clusters Score -2.158895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -21588948.000000 Penalty: 5958.028320
	Iteration 107F: 3 clusters Score -2.158895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 23733 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 68443 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 38002 members 
Mstep: Class 32 contains 161369 members 
Entering Unmasked Estep 
Score: -111105968.000000 Penalty: 108648.296875
Splitting cluster 16 changes total score from -111054656.000000 to -111105968.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (68443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Entering Unmasked Estep 
Score: -8768412.000000 Penalty: 2761.171631
	Iteration 0F: 2 clusters Score -8768412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -8722542.000000 Penalty: 5522.343262
	Iteration 0F: 3 clusters Score -8722542 nChanged 32024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -8741098.000000 Penalty: 5522.343262
	Iteration 1F: 3 clusters Score -8741098 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8743527.000000 Penalty: 5522.343262
	Iteration 2F: 3 clusters Score -8743527 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -8747522.000000 Penalty: 5522.343262
	Iteration 3F: 3 clusters Score -8747522 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -8751851.000000 Penalty: 5522.343262
	Iteration 4F: 3 clusters Score -8751851 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8755138.000000 Penalty: 5522.343262
	Iteration 5F: 3 clusters Score -8755138 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -8757442.000000 Penalty: 5522.343262
	Iteration 6F: 3 clusters Score -8757442 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -8758973.000000 Penalty: 5522.343262
	Iteration 7Q: 3 clusters Score -8758973 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -8760262.000000 Penalty: 5522.343262
	Iteration 8Q: 3 clusters Score -8760262 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -8761250.000000 Penalty: 5522.343262
	Iteration 9Q: 3 clusters Score -8761250 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -8762335.000000 Penalty: 5522.343262
	Iteration 10Q: 3 clusters Score -8762335 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -8763611.000000 Penalty: 5522.343262
	Iteration 11Q: 3 clusters Score -8763611 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -8764852.000000 Penalty: 5522.343262
	Iteration 12Q: 3 clusters Score -8764852 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -8766112.000000 Penalty: 5522.343262
	Iteration 13Q: 3 clusters Score -8766112 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -8767173.000000 Penalty: 5522.343262
	Iteration 14Q: 3 clusters Score -8767173 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8767979.000000 Penalty: 5522.343262
	Iteration 15Q: 3 clusters Score -8767979 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -8768566.000000 Penalty: 5522.343262
	Iteration 16Q: 3 clusters Score -8768566 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8769136.000000 Penalty: 5522.343262
	Iteration 17Q: 3 clusters Score -8769136 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8769591.000000 Penalty: 5522.343262
	Iteration 18Q: 3 clusters Score -8769591 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8769939.000000 Penalty: 5522.343262
	Iteration 19Q: 3 clusters Score -8769939 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8770131.000000 Penalty: 5522.343262
	Iteration 20F: 3 clusters Score -8770131 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8770287 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8770335 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8770426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8770494.000000 Penalty: 5522.343262
	Iteration 24Q: 3 clusters Score -8770494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8770523 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8770545 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8770555.000000 Penalty: 5522.343262
	Iteration 27Q: 3 clusters Score -8770555 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8770617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8770657.000000 Penalty: 5522.343262
	Iteration 29Q: 3 clusters Score -8770657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8770712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8770735 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8770782 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8770817 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8770838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8770869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8770878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8770898.000000 Penalty: 5522.343262
	Iteration 37Q: 3 clusters Score -8770898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8770917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8770947.000000 Penalty: 5522.343262
	Iteration 39Q: 3 clusters Score -8770947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8770954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8770974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8770997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8771034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8771101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8771132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8771175 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8771251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8771318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8771501.000000 Penalty: 5522.343262
	Iteration 49Q: 3 clusters Score -8771501 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8771875 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8772616 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8773702 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -8774689.000000 Penalty: 5522.343262
	Iteration 53Q: 3 clusters Score -8774689 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8775377 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8775871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8776226.000000 Penalty: 5522.343262
	Iteration 56Q: 3 clusters Score -8776226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -8776564.000000 Penalty: 5522.343262
	Iteration 57Q: 3 clusters Score -8776564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -8776823.000000 Penalty: 5522.343262
	Iteration 58Q: 3 clusters Score -8776823 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8777018.000000 Penalty: 5522.343262
	Iteration 59Q: 3 clusters Score -8777018 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -8779615.000000 Penalty: 5522.343262
	Iteration 60F: 3 clusters Score -8779615 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -8781205.000000 Penalty: 5522.343262
	Iteration 61Q: 3 clusters Score -8781205 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -8781632.000000 Penalty: 5522.343262
	Iteration 62Q: 3 clusters Score -8781632 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -8781790.000000 Penalty: 5522.343262
	Iteration 63Q: 3 clusters Score -8781790 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -8781900.000000 Penalty: 5522.343262
	Iteration 64Q: 3 clusters Score -8781900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8781974 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8782072.000000 Penalty: 5522.343262
	Iteration 66Q: 3 clusters Score -8782072 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -8782144.000000 Penalty: 5522.343262
	Iteration 67Q: 3 clusters Score -8782144 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -8782184.000000 Penalty: 5522.343262
	Iteration 68Q: 3 clusters Score -8782184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -8782253.000000 Penalty: 5522.343262
	Iteration 69Q: 3 clusters Score -8782253 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8782290.000000 Penalty: 5522.343262
	Iteration 70Q: 3 clusters Score -8782290 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -8782318.000000 Penalty: 5522.343262
	Iteration 71Q: 3 clusters Score -8782318 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8782363 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8782381 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8782400 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -8782409.000000 Penalty: 5522.343262
	Iteration 75Q: 3 clusters Score -8782409 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8782428 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8782417 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8782451 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8782458 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8782451 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8782458 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8782460 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -8782446.000000 Penalty: 5522.343262
	Iteration 83Q: 3 clusters Score -8782446 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -8782439.000000 Penalty: 5522.343262
	Iteration 84Q: 3 clusters Score -8782439 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8782454 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8782451 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8782473 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8782471 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8782473 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8782484 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8782490 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8782494 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56200 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8782486 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8782519 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8782509 nChanged 31
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Mstep: Class 1 contains 56101 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8782490 nChanged 26
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8782509 nChanged 32
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8782512 nChanged 34
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Mstep: Class 1 contains 56011 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8782508 nChanged 27
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Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8782509 nChanged 21
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8782512 nChanged 16
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8782517 nChanged 8
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Entering Unmasked Estep 
Score: -8782513.000000 Penalty: 5522.343262
	Iteration 103Q: 3 clusters Score -8782513 nChanged 6
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8782514 nChanged 5
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8782517 nChanged 3
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8782519 nChanged 6
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8782518 nChanged 7
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8782520 nChanged 11
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8782512 nChanged 9
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8782517 nChanged 11
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8782521 nChanged 7
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8782515 nChanged 3
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8782515 nChanged 2
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Entering Unmasked Estep 
Score: -8782513.000000 Penalty: 5522.343262
	Iteration 114Q: 3 clusters Score -8782513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8782512.000000 Penalty: 5522.343262
	Iteration 115Q: 3 clusters Score -8782512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8782512.000000 Penalty: 5522.343262
	Iteration 116F: 3 clusters Score -8782512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 23733 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 55868 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 204263 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 38002 members 
Mstep: Class 32 contains 161369 members 
Mstep: Class 33 contains 12575 members 
Entering Unmasked Estep 
Score: -111118568.000000 Penalty: 112043.554688
Splitting cluster 17 changes total score from -111054656.000000 to -111118568.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (204263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204263 members 
Entering Unmasked Estep 
Score: -26406140.000000 Penalty: 3032.336426
	Iteration 0F: 2 clusters Score -2.640614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -26273580.000000 Penalty: 6064.672852
	Iteration 0F: 3 clusters Score -2.627358e+07 nChanged 98228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -26332610.000000 Penalty: 6064.672852
	Iteration 1F: 3 clusters Score -2.633261e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -26336030.000000 Penalty: 6064.672852
	Iteration 2Q: 3 clusters Score -2.633603e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -26341584.000000 Penalty: 6064.672852
	Iteration 3F: 3 clusters Score -2.634158e+07 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -26349972.000000 Penalty: 6064.672852
	Iteration 4F: 3 clusters Score -2.634997e+07 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 149459 members 
Entering Unmasked Estep 
Score: -26362102.000000 Penalty: 6064.672852
	Iteration 5F: 3 clusters Score -2.63621e+07 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
Score: -26375020.000000 Penalty: 6064.672852
	Iteration 6F: 3 clusters Score -2.637502e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -26387302.000000 Penalty: 6064.672852
	Iteration 7F: 3 clusters Score -2.63873e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 185931 members 
Entering Unmasked Estep 
Score: -26396882.000000 Penalty: 6064.672852
	Iteration 8F: 3 clusters Score -2.639688e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 192121 members 
Entering Unmasked Estep 
Score: -26403020.000000 Penalty: 6064.672852
	Iteration 9Q: 3 clusters Score -2.640302e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 195652 members 
Entering Unmasked Estep 
Score: -26406678.000000 Penalty: 6064.672852
	Iteration 10Q: 3 clusters Score -2.640668e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 197374 members 
Entering Unmasked Estep 
Score: -26409188.000000 Penalty: 6064.672852
	Iteration 11Q: 3 clusters Score -2.640919e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 197910 members 
Entering Unmasked Estep 
Score: -26411012.000000 Penalty: 6064.672852
	Iteration 12Q: 3 clusters Score -2.641101e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 197880 members 
Entering Unmasked Estep 
Score: -26412292.000000 Penalty: 6064.672852
	Iteration 13Q: 3 clusters Score -2.641229e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 197612 members 
Entering Unmasked Estep 
Score: -26413014.000000 Penalty: 6064.672852
	Iteration 14Q: 3 clusters Score -2.641301e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 197276 members 
Entering Unmasked Estep 
Score: -26413300.000000 Penalty: 6064.672852
	Iteration 15Q: 3 clusters Score -2.64133e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 196946 members 
Entering Unmasked Estep 
Score: -26413422.000000 Penalty: 6064.672852
	Iteration 16Q: 3 clusters Score -2.641342e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 196667 members 
Entering Unmasked Estep 
Score: -26413500.000000 Penalty: 6064.672852
	Iteration 17Q: 3 clusters Score -2.64135e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 196415 members 
Entering Unmasked Estep 
Score: -26413472.000000 Penalty: 6064.672852
	Iteration 18Q: 3 clusters Score -2.641347e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 196190 members 
Entering Unmasked Estep 
Score: -26413500.000000 Penalty: 6064.672852
	Iteration 19Q: 3 clusters Score -2.64135e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 196015 members 
Entering Unmasked Estep 
Score: -26413494.000000 Penalty: 6064.672852
	Iteration 20F: 3 clusters Score -2.641349e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 195879 members 
Entering Unmasked Estep 
Score: -26413518.000000 Penalty: 6064.672852
	Iteration 21Q: 3 clusters Score -2.641352e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 195757 members 
Entering Unmasked Estep 
Score: -26413518.000000 Penalty: 6064.672852
	Iteration 22Q: 3 clusters Score -2.641352e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 195649 members 
Entering Unmasked Estep 
Score: -26413494.000000 Penalty: 6064.672852
	Iteration 23Q: 3 clusters Score -2.641349e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 195550 members 
Entering Unmasked Estep 
Score: -26413518.000000 Penalty: 6064.672852
	Iteration 24Q: 3 clusters Score -2.641352e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 195479 members 
Entering Unmasked Estep 
Score: -26413498.000000 Penalty: 6064.672852
	Iteration 25Q: 3 clusters Score -2.64135e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 195416 members 
Entering Unmasked Estep 
Score: -26413476.000000 Penalty: 6064.672852
	Iteration 26Q: 3 clusters Score -2.641348e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -26413476.000000 Penalty: 6064.672852
	Iteration 27Q: 3 clusters Score -2.641348e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 195307 members 
Entering Unmasked Estep 
Score: -26413448.000000 Penalty: 6064.672852
	Iteration 28Q: 3 clusters Score -2.641345e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
Score: -26413466.000000 Penalty: 6064.672852
	Iteration 29Q: 3 clusters Score -2.641347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -26413500.000000 Penalty: 6064.672852
	Iteration 30Q: 3 clusters Score -2.64135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 195184 members 
Entering Unmasked Estep 
Score: -26413480.000000 Penalty: 6064.672852
	Iteration 31Q: 3 clusters Score -2.641348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 195156 members 
Entering Unmasked Estep 
Score: -26413496.000000 Penalty: 6064.672852
	Iteration 32Q: 3 clusters Score -2.64135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 195130 members 
Entering Unmasked Estep 
Score: -26413522.000000 Penalty: 6064.672852
	Iteration 33Q: 3 clusters Score -2.641352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 195110 members 
Entering Unmasked Estep 
Score: -26413530.000000 Penalty: 6064.672852
	Iteration 34Q: 3 clusters Score -2.641353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 195097 members 
Entering Unmasked Estep 
Score: -26413518.000000 Penalty: 6064.672852
	Iteration 35Q: 3 clusters Score -2.641352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 195086 members 
Entering Unmasked Estep 
Score: -26413512.000000 Penalty: 6064.672852
	Iteration 36Q: 3 clusters Score -2.641351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 195072 members 
Entering Unmasked Estep 
Score: -26413512.000000 Penalty: 6064.672852
	Iteration 37Q: 3 clusters Score -2.641351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 195065 members 
Entering Unmasked Estep 
Score: -26413532.000000 Penalty: 6064.672852
	Iteration 38Q: 3 clusters Score -2.641353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 195053 members 
Entering Unmasked Estep 
Score: -26413532.000000 Penalty: 6064.672852
	Iteration 39Q: 3 clusters Score -2.641353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -26413550.000000 Penalty: 6064.672852
	Iteration 40F: 3 clusters Score -2.641355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 195041 members 
Entering Unmasked Estep 
Score: -26413550.000000 Penalty: 6064.672852
	Iteration 41Q: 3 clusters Score -2.641355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 195037 members 
Entering Unmasked Estep 
Score: -26413552.000000 Penalty: 6064.672852
	Iteration 42Q: 3 clusters Score -2.641355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -26413548.000000 Penalty: 6064.672852
	Iteration 43Q: 3 clusters Score -2.641355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 195030 members 
Entering Unmasked Estep 
Score: -26413558.000000 Penalty: 6064.672852
	Iteration 44Q: 3 clusters Score -2.641356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 195026 members 
Entering Unmasked Estep 
Score: -26413566.000000 Penalty: 6064.672852
	Iteration 45Q: 3 clusters Score -2.641357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -26413558.000000 Penalty: 6064.672852
	Iteration 46Q: 3 clusters Score -2.641356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 195014 members 
Entering Unmasked Estep 
Score: -26413558.000000 Penalty: 6064.672852
	Iteration 47Q: 3 clusters Score -2.641356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 195009 members 
Entering Unmasked Estep 
Score: -26413552.000000 Penalty: 6064.672852
	Iteration 48Q: 3 clusters Score -2.641355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 194999 members 
Entering Unmasked Estep 
Score: -26413552.000000 Penalty: 6064.672852
	Iteration 49Q: 3 clusters Score -2.641355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 194990 members 
Entering Unmasked Estep 
Score: -26413554.000000 Penalty: 6064.672852
	Iteration 50Q: 3 clusters Score -2.641355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -26413560.000000 Penalty: 6064.672852
	Iteration 51Q: 3 clusters Score -2.641356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 194979 members 
Entering Unmasked Estep 
Score: -26413566.000000 Penalty: 6064.672852
	Iteration 52Q: 3 clusters Score -2.641357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 194972 members 
Entering Unmasked Estep 
Score: -26413558.000000 Penalty: 6064.672852
	Iteration 53Q: 3 clusters Score -2.641356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -26413576.000000 Penalty: 6064.672852
	Iteration 54Q: 3 clusters Score -2.641358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -26413586.000000 Penalty: 6064.672852
	Iteration 55Q: 3 clusters Score -2.641359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 194951 members 
Entering Unmasked Estep 
Score: -26413596.000000 Penalty: 6064.672852
	Iteration 56Q: 3 clusters Score -2.64136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 194948 members 
Entering Unmasked Estep 
Score: -26413590.000000 Penalty: 6064.672852
	Iteration 57Q: 3 clusters Score -2.641359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 194944 members 
Entering Unmasked Estep 
Score: -26413574.000000 Penalty: 6064.672852
	Iteration 58Q: 3 clusters Score -2.641357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 194938 members 
Entering Unmasked Estep 
Score: -26413598.000000 Penalty: 6064.672852
	Iteration 59Q: 3 clusters Score -2.64136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 194929 members 
Entering Unmasked Estep 
Score: -26413586.000000 Penalty: 6064.672852
	Iteration 60F: 3 clusters Score -2.641359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 194922 members 
Entering Unmasked Estep 
Score: -26413598.000000 Penalty: 6064.672852
	Iteration 61Q: 3 clusters Score -2.64136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 194916 members 
Entering Unmasked Estep 
Score: -26413584.000000 Penalty: 6064.672852
	Iteration 62Q: 3 clusters Score -2.641358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 194910 members 
Entering Unmasked Estep 
Score: -26413586.000000 Penalty: 6064.672852
	Iteration 63Q: 3 clusters Score -2.641359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 194904 members 
Entering Unmasked Estep 
Score: -26413598.000000 Penalty: 6064.672852
	Iteration 64Q: 3 clusters Score -2.64136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 194898 members 
Entering Unmasked Estep 
Score: -26413592.000000 Penalty: 6064.672852
	Iteration 65Q: 3 clusters Score -2.641359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 194893 members 
Entering Unmasked Estep 
Score: -26413606.000000 Penalty: 6064.672852
	Iteration 66Q: 3 clusters Score -2.641361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 194886 members 
Entering Unmasked Estep 
Score: -26413606.000000 Penalty: 6064.672852
	Iteration 67Q: 3 clusters Score -2.641361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 194882 members 
Entering Unmasked Estep 
Score: -26413612.000000 Penalty: 6064.672852
	Iteration 68Q: 3 clusters Score -2.641361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 194880 members 
Entering Unmasked Estep 
Score: -26413602.000000 Penalty: 6064.672852
	Iteration 69Q: 3 clusters Score -2.64136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 194878 members 
Entering Unmasked Estep 
Score: -26413612.000000 Penalty: 6064.672852
	Iteration 70Q: 3 clusters Score -2.641361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 194876 members 
Entering Unmasked Estep 
Score: -26413604.000000 Penalty: 6064.672852
	Iteration 71Q: 3 clusters Score -2.64136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -26413600.000000 Penalty: 6064.672852
	Iteration 72Q: 3 clusters Score -2.64136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 194872 members 
Entering Unmasked Estep 
Score: -26413620.000000 Penalty: 6064.672852
	Iteration 73Q: 3 clusters Score -2.641362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 194872 members 
Entering Unmasked Estep 
Score: -26413620.000000 Penalty: 6064.672852
	Iteration 74F: 3 clusters Score -2.641362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 23733 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 55868 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 43847 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 38002 members 
Mstep: Class 32 contains 161369 members 
Mstep: Class 33 contains 12575 members 
Mstep: Class 34 contains 194872 members 
Entering Unmasked Estep 
Score: -111125496.000000 Penalty: 115438.812500
Splitting cluster 19 changes total score from -111054656.000000 to -111125496.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 95864 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 23733 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 55868 members 
Mstep: Class 19 contains 9391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111142016.000000 Penalty: 115438.812500
Iteration 39Q: 35 clusters Score -1.11142e+08 nChanged 20030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 5136 members 
Mstep: Class 6 contains 96907 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 18720 members 
Mstep: Class 9 contains 58045 members 
Mstep: Class 10 contains 26057 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 10251 members 
Mstep: Class 14 contains 24485 members 
Mstep: Class 15 contains 27709 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 56191 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 10219 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 21 contains 7503 members 
Mstep: Class 22 contains 1411 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 9177 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 1743 members 
Mstep: Class 28 contains 41710 members 
Mstep: Class 29 contains 7465 members 
Mstep: Class 30 contains 4386 members 
Mstep: Class 31 contains 37296 members 
Mstep: Class 32 contains 159288 members 
Mstep: Class 33 contains 11862 members 
Mstep: Class 34 contains 193875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111157256.000000 Penalty: 115438.812500
Iteration 40F: 35 clusters Score -1.111573e+08 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2043 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 6 contains 96565 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 18558 members 
Mstep: Class 9 contains 57198 members 
Mstep: Class 10 contains 25827 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 10210 members 
Mstep: Class 14 contains 23046 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 54923 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 10659 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 7451 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 14532 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 9409 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 42187 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 4946 members 
Mstep: Class 31 contains 37859 members 
Mstep: Class 32 contains 159657 members 
Mstep: Class 33 contains 11980 members 
Mstep: Class 34 contains 194354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111164632.000000 Penalty: 115438.812500
Iteration 41Q: 35 clusters Score -1.111646e+08 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 14732 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 6 contains 96223 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 18512 members 
Mstep: Class 9 contains 56791 members 
Mstep: Class 10 contains 25744 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 22056 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 53923 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 10906 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 14541 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 9534 members 
Mstep: Class 26 contains 1318 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 42665 members 
Mstep: Class 29 contains 7491 members 
Mstep: Class 30 contains 5343 members 
Mstep: Class 31 contains 38194 members 
Mstep: Class 32 contains 159606 members 
Mstep: Class 33 contains 12070 members 
Mstep: Class 34 contains 194557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111168776.000000 Penalty: 115438.812500
Iteration 42Q: 35 clusters Score -1.111688e+08 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 95809 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 18513 members 
Mstep: Class 9 contains 56543 members 
Mstep: Class 10 contains 25661 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 10201 members 
Mstep: Class 14 contains 21307 members 
Mstep: Class 15 contains 27541 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 53185 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 11046 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 12739 members 
Mstep: Class 25 contains 9603 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 43119 members 
Mstep: Class 29 contains 7477 members 
Mstep: Class 30 contains 5622 members 
Mstep: Class 31 contains 38438 members 
Mstep: Class 32 contains 159547 members 
Mstep: Class 33 contains 12225 members 
Mstep: Class 34 contains 194646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111171328.000000 Penalty: 115438.812500
Iteration 43Q: 35 clusters Score -1.111713e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 6 contains 95306 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 56357 members 
Mstep: Class 10 contains 25603 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 10191 members 
Mstep: Class 14 contains 20751 members 
Mstep: Class 15 contains 27554 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 52670 members 
Mstep: Class 18 contains 5420 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 14575 members 
Mstep: Class 24 contains 12796 members 
Mstep: Class 25 contains 9649 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 1794 members 
Mstep: Class 28 contains 43609 members 
Mstep: Class 29 contains 7472 members 
Mstep: Class 30 contains 5806 members 
Mstep: Class 31 contains 38621 members 
Mstep: Class 32 contains 159546 members 
Mstep: Class 33 contains 12415 members 
Mstep: Class 34 contains 194709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111172968.000000 Penalty: 115438.812500
Iteration 44Q: 35 clusters Score -1.11173e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 94770 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 18554 members 
Mstep: Class 9 contains 56219 members 
Mstep: Class 10 contains 25544 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 6884 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 20381 members 
Mstep: Class 15 contains 27586 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 52324 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 14589 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 9666 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 1766 members 
Mstep: Class 28 contains 44076 members 
Mstep: Class 29 contains 7457 members 
Mstep: Class 30 contains 5935 members 
Mstep: Class 31 contains 38750 members 
Mstep: Class 32 contains 159631 members 
Mstep: Class 33 contains 12579 members 
Mstep: Class 34 contains 194696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111174272.000000 Penalty: 115438.812500
Iteration 45Q: 35 clusters Score -1.111743e+08 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 94322 members 
Mstep: Class 7 contains 2411 members 
Mstep: Class 8 contains 18566 members 
Mstep: Class 9 contains 56125 members 
Mstep: Class 10 contains 25493 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 6933 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 20065 members 
Mstep: Class 15 contains 27612 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 52103 members 
Mstep: Class 18 contains 5411 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 7366 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 14604 members 
Mstep: Class 24 contains 12875 members 
Mstep: Class 25 contains 9687 members 
Mstep: Class 26 contains 1375 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 44519 members 
Mstep: Class 29 contains 7449 members 
Mstep: Class 30 contains 6023 members 
Mstep: Class 31 contains 38862 members 
Mstep: Class 32 contains 159670 members 
Mstep: Class 33 contains 12612 members 
Mstep: Class 34 contains 194652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111174816.000000 Penalty: 115438.812500
Iteration 46Q: 35 clusters Score -1.111748e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 14699 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 93996 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 56050 members 
Mstep: Class 10 contains 25458 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 6903 members 
Mstep: Class 13 contains 10210 members 
Mstep: Class 14 contains 19802 members 
Mstep: Class 15 contains 27638 members 
Mstep: Class 16 contains 3391 members 
Mstep: Class 17 contains 51923 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 14615 members 
Mstep: Class 24 contains 12926 members 
Mstep: Class 25 contains 9699 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 1740 members 
Mstep: Class 28 contains 44913 members 
Mstep: Class 29 contains 7438 members 
Mstep: Class 30 contains 6087 members 
Mstep: Class 31 contains 38940 members 
Mstep: Class 32 contains 159714 members 
Mstep: Class 33 contains 12563 members 
Mstep: Class 34 contains 194609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175408.000000 Penalty: 115438.812500
Iteration 47Q: 35 clusters Score -1.111754e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 93735 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 55977 members 
Mstep: Class 10 contains 25429 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 6869 members 
Mstep: Class 13 contains 10215 members 
Mstep: Class 14 contains 19579 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 51777 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 11336 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 23 contains 14619 members 
Mstep: Class 24 contains 12977 members 
Mstep: Class 25 contains 9725 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 45233 members 
Mstep: Class 29 contains 7431 members 
Mstep: Class 30 contains 6151 members 
Mstep: Class 31 contains 39015 members 
Mstep: Class 32 contains 159734 members 
Mstep: Class 33 contains 12511 members 
Mstep: Class 34 contains 194592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175808.000000 Penalty: 115438.812500
Iteration 48Q: 35 clusters Score -1.111758e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 93551 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 18630 members 
Mstep: Class 9 contains 55911 members 
Mstep: Class 10 contains 25402 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 19366 members 
Mstep: Class 15 contains 27683 members 
Mstep: Class 16 contains 3379 members 
Mstep: Class 17 contains 51627 members 
Mstep: Class 18 contains 5407 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 3248 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 14629 members 
Mstep: Class 24 contains 13007 members 
Mstep: Class 25 contains 9746 members 
Mstep: Class 26 contains 1414 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 7426 members 
Mstep: Class 30 contains 6195 members 
Mstep: Class 31 contains 39077 members 
Mstep: Class 32 contains 159816 members 
Mstep: Class 33 contains 12442 members 
Mstep: Class 34 contains 194559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176000.000000 Penalty: 115438.812500
Iteration 49Q: 35 clusters Score -1.11176e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 93394 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 8 contains 18641 members 
Mstep: Class 9 contains 55844 members 
Mstep: Class 10 contains 25381 members 
Mstep: Class 11 contains 7363 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 19168 members 
Mstep: Class 15 contains 27712 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 51531 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 14642 members 
Mstep: Class 24 contains 13046 members 
Mstep: Class 25 contains 9758 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 45765 members 
Mstep: Class 29 contains 7420 members 
Mstep: Class 30 contains 6224 members 
Mstep: Class 31 contains 39149 members 
Mstep: Class 32 contains 159859 members 
Mstep: Class 33 contains 12350 members 
Mstep: Class 34 contains 194549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176328.000000 Penalty: 115438.812500
Iteration 50Q: 35 clusters Score -1.111763e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 6 contains 93264 members 
Mstep: Class 7 contains 2580 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 55791 members 
Mstep: Class 10 contains 25377 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 18977 members 
Mstep: Class 15 contains 27744 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 51429 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 7333 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 13089 members 
Mstep: Class 25 contains 9765 members 
Mstep: Class 26 contains 1445 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 46014 members 
Mstep: Class 29 contains 7415 members 
Mstep: Class 30 contains 6240 members 
Mstep: Class 31 contains 39215 members 
Mstep: Class 32 contains 159876 members 
Mstep: Class 33 contains 12253 members 
Mstep: Class 34 contains 194574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176624.000000 Penalty: 115438.812500
Iteration 51Q: 35 clusters Score -1.111766e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 5106 members 
Mstep: Class 6 contains 93157 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 18641 members 
Mstep: Class 9 contains 55757 members 
Mstep: Class 10 contains 25384 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 18827 members 
Mstep: Class 15 contains 27769 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 14649 members 
Mstep: Class 24 contains 13124 members 
Mstep: Class 25 contains 9774 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 46219 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 6249 members 
Mstep: Class 31 contains 39266 members 
Mstep: Class 32 contains 159911 members 
Mstep: Class 33 contains 12175 members 
Mstep: Class 34 contains 194580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176904.000000 Penalty: 115438.812500
Iteration 52Q: 35 clusters Score -1.111769e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 93081 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 18653 members 
Mstep: Class 9 contains 55737 members 
Mstep: Class 10 contains 25393 members 
Mstep: Class 11 contains 7469 members 
Mstep: Class 12 contains 6779 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 18706 members 
Mstep: Class 15 contains 27802 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 51207 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11457 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 7336 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 14650 members 
Mstep: Class 24 contains 13154 members 
Mstep: Class 25 contains 9776 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 46392 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 6256 members 
Mstep: Class 31 contains 39289 members 
Mstep: Class 32 contains 159964 members 
Mstep: Class 33 contains 12118 members 
Mstep: Class 34 contains 194602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177048.000000 Penalty: 115438.812500
Iteration 53Q: 35 clusters Score -1.11177e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 93018 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 18654 members 
Mstep: Class 9 contains 55712 members 
Mstep: Class 10 contains 25398 members 
Mstep: Class 11 contains 7493 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 10230 members 
Mstep: Class 14 contains 18619 members 
Mstep: Class 15 contains 27822 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 51111 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 14659 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 9782 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 46520 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 6263 members 
Mstep: Class 31 contains 39312 members 
Mstep: Class 32 contains 159985 members 
Mstep: Class 33 contains 12073 members 
Mstep: Class 34 contains 194613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177232.000000 Penalty: 115438.812500
Iteration 54Q: 35 clusters Score -1.111772e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 92959 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 18643 members 
Mstep: Class 9 contains 55684 members 
Mstep: Class 10 contains 25395 members 
Mstep: Class 11 contains 7505 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 18532 members 
Mstep: Class 15 contains 27849 members 
Mstep: Class 16 contains 3394 members 
Mstep: Class 17 contains 51033 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 11491 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 14667 members 
Mstep: Class 24 contains 13225 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 1485 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 46628 members 
Mstep: Class 29 contains 7403 members 
Mstep: Class 30 contains 6267 members 
Mstep: Class 31 contains 39332 members 
Mstep: Class 32 contains 159994 members 
Mstep: Class 33 contains 12051 members 
Mstep: Class 34 contains 194647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177152.000000 Penalty: 115438.812500
Iteration 55Q: 35 clusters Score -1.111772e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 92921 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 18633 members 
Mstep: Class 9 contains 55656 members 
Mstep: Class 10 contains 25383 members 
Mstep: Class 11 contains 7516 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 10223 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 27881 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 50957 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 14675 members 
Mstep: Class 24 contains 13259 members 
Mstep: Class 25 contains 9792 members 
Mstep: Class 26 contains 1490 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 46741 members 
Mstep: Class 29 contains 7399 members 
Mstep: Class 30 contains 6269 members 
Mstep: Class 31 contains 39350 members 
Mstep: Class 32 contains 160021 members 
Mstep: Class 33 contains 12035 members 
Mstep: Class 34 contains 194661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177568.000000 Penalty: 115438.812500
Iteration 56Q: 35 clusters Score -1.111776e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 92889 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 18632 members 
Mstep: Class 9 contains 55639 members 
Mstep: Class 10 contains 25371 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 10224 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 27911 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 50879 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 11518 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 14689 members 
Mstep: Class 24 contains 13286 members 
Mstep: Class 25 contains 9795 members 
Mstep: Class 26 contains 1501 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 46838 members 
Mstep: Class 29 contains 7393 members 
Mstep: Class 30 contains 6269 members 
Mstep: Class 31 contains 39354 members 
Mstep: Class 32 contains 160030 members 
Mstep: Class 33 contains 12020 members 
Mstep: Class 34 contains 194679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177896.000000 Penalty: 115438.812500
Iteration 57Q: 35 clusters Score -1.111779e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 18624 members 
Mstep: Class 9 contains 55625 members 
Mstep: Class 10 contains 25363 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 10225 members 
Mstep: Class 14 contains 18304 members 
Mstep: Class 15 contains 27943 members 
Mstep: Class 16 contains 3406 members 
Mstep: Class 17 contains 50793 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 11540 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 14700 members 
Mstep: Class 24 contains 13308 members 
Mstep: Class 25 contains 9799 members 
Mstep: Class 26 contains 1514 members 
Mstep: Class 27 contains 1742 members 
Mstep: Class 28 contains 46954 members 
Mstep: Class 29 contains 7387 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 39360 members 
Mstep: Class 32 contains 160049 members 
Mstep: Class 33 contains 11997 members 
Mstep: Class 34 contains 194681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177976.000000 Penalty: 115438.812500
Iteration 58Q: 35 clusters Score -1.11178e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 92841 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 55615 members 
Mstep: Class 10 contains 25360 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 6606 members 
Mstep: Class 13 contains 10224 members 
Mstep: Class 14 contains 18243 members 
Mstep: Class 15 contains 27976 members 
Mstep: Class 16 contains 3418 members 
Mstep: Class 17 contains 50712 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 11552 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 1368 members 
Mstep: Class 23 contains 14712 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1524 members 
Mstep: Class 27 contains 1744 members 
Mstep: Class 28 contains 47073 members 
Mstep: Class 29 contains 7383 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 39355 members 
Mstep: Class 32 contains 160061 members 
Mstep: Class 33 contains 11991 members 
Mstep: Class 34 contains 194681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111178072.000000 Penalty: 115438.812500
Iteration 59Q: 35 clusters Score -1.111781e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2143 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 92828 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 18611 members 
Mstep: Class 9 contains 55606 members 
Mstep: Class 10 contains 25351 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 10220 members 
Mstep: Class 14 contains 18194 members 
Mstep: Class 15 contains 28005 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 50638 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 11565 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 1368 members 
Mstep: Class 23 contains 14727 members 
Mstep: Class 24 contains 13344 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1536 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 47159 members 
Mstep: Class 29 contains 7380 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 39360 members 
Mstep: Class 32 contains 160083 members 
Mstep: Class 33 contains 11982 members 
Mstep: Class 34 contains 194671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111178824.000000 Penalty: 115438.812500
Iteration 60F: 35 clusters Score -1.111788e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 14635 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 92620 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 9 contains 55583 members 
Mstep: Class 10 contains 25335 members 
Mstep: Class 11 contains 7556 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 28025 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 50557 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11581 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 1547 members 
Mstep: Class 27 contains 1745 members 
Mstep: Class 28 contains 47219 members 
Mstep: Class 29 contains 7379 members 
Mstep: Class 30 contains 6282 members 
Mstep: Class 31 contains 39359 members 
Mstep: Class 32 contains 160064 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 194670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111179376.000000 Penalty: 115438.812500
Iteration 61Q: 35 clusters Score -1.111794e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 92403 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 18596 members 
Mstep: Class 9 contains 55558 members 
Mstep: Class 10 contains 25321 members 
Mstep: Class 11 contains 7568 members 
Mstep: Class 12 contains 6498 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 18109 members 
Mstep: Class 15 contains 28045 members 
Mstep: Class 16 contains 3428 members 
Mstep: Class 17 contains 50484 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11583 members 
Mstep: Class 20 contains 3511 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 14740 members 
Mstep: Class 24 contains 13387 members 
Mstep: Class 25 contains 9793 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 47370 members 
Mstep: Class 29 contains 7378 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 39364 members 
Mstep: Class 32 contains 160102 members 
Mstep: Class 33 contains 12344 members 
Mstep: Class 34 contains 194677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111179536.000000 Penalty: 115438.812500
Iteration 62Q: 35 clusters Score -1.111795e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 92249 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 55531 members 
Mstep: Class 10 contains 25321 members 
Mstep: Class 11 contains 7572 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 18065 members 
Mstep: Class 15 contains 28078 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 50419 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11598 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 14747 members 
Mstep: Class 24 contains 13424 members 
Mstep: Class 25 contains 9793 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 1741 members 
Mstep: Class 28 contains 47494 members 
Mstep: Class 29 contains 7378 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 39350 members 
Mstep: Class 32 contains 160122 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 194671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111179832.000000 Penalty: 115438.812500
Iteration 63Q: 35 clusters Score -1.111798e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 92140 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 18578 members 
Mstep: Class 9 contains 55513 members 
Mstep: Class 10 contains 25320 members 
Mstep: Class 11 contains 7573 members 
Mstep: Class 12 contains 6443 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 28114 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 17 contains 50354 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11616 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 14756 members 
Mstep: Class 24 contains 13454 members 
Mstep: Class 25 contains 9792 members 
Mstep: Class 26 contains 1560 members 
Mstep: Class 27 contains 1742 members 
Mstep: Class 28 contains 47631 members 
Mstep: Class 29 contains 7377 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 39339 members 
Mstep: Class 32 contains 160157 members 
Mstep: Class 33 contains 12418 members 
Mstep: Class 34 contains 194645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180320.000000 Penalty: 115438.812500
Iteration 64Q: 35 clusters Score -1.111803e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 92048 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 18577 members 
Mstep: Class 9 contains 55492 members 
Mstep: Class 10 contains 25316 members 
Mstep: Class 11 contains 7573 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 28149 members 
Mstep: Class 16 contains 3460 members 
Mstep: Class 17 contains 50305 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11625 members 
Mstep: Class 20 contains 3551 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 22 contains 1420 members 
Mstep: Class 23 contains 14756 members 
Mstep: Class 24 contains 13489 members 
Mstep: Class 25 contains 9794 members 
Mstep: Class 26 contains 1564 members 
Mstep: Class 27 contains 1742 members 
Mstep: Class 28 contains 47714 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 39321 members 
Mstep: Class 32 contains 160173 members 
Mstep: Class 33 contains 12432 members 
Mstep: Class 34 contains 194638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180640.000000 Penalty: 115438.812500
Iteration 65Q: 35 clusters Score -1.111806e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 91984 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 18572 members 
Mstep: Class 9 contains 55471 members 
Mstep: Class 10 contains 25313 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 28174 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 50263 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11637 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 21 contains 7358 members 
Mstep: Class 22 contains 1441 members 
Mstep: Class 23 contains 14760 members 
Mstep: Class 24 contains 13511 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 1745 members 
Mstep: Class 28 contains 47775 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 39309 members 
Mstep: Class 32 contains 160193 members 
Mstep: Class 33 contains 12435 members 
Mstep: Class 34 contains 194634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180632.000000 Penalty: 115438.812500
Iteration 66Q: 35 clusters Score -1.111806e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14567 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 5020 members 
Mstep: Class 6 contains 91939 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 18576 members 
Mstep: Class 9 contains 55443 members 
Mstep: Class 10 contains 25306 members 
Mstep: Class 11 contains 7582 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 28187 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 50219 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 11648 members 
Mstep: Class 20 contains 3563 members 
Mstep: Class 21 contains 7364 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 14763 members 
Mstep: Class 24 contains 13534 members 
Mstep: Class 25 contains 9797 members 
Mstep: Class 26 contains 1575 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 47817 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6320 members 
Mstep: Class 31 contains 39305 members 
Mstep: Class 32 contains 160230 members 
Mstep: Class 33 contains 12444 members 
Mstep: Class 34 contains 194621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180624.000000 Penalty: 115438.812500
Iteration 67Q: 35 clusters Score -1.111806e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91894 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 18575 members 
Mstep: Class 9 contains 55425 members 
Mstep: Class 10 contains 25302 members 
Mstep: Class 11 contains 7584 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17886 members 
Mstep: Class 15 contains 28206 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 50185 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11663 members 
Mstep: Class 20 contains 3565 members 
Mstep: Class 21 contains 7370 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 9797 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 47866 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6326 members 
Mstep: Class 31 contains 39299 members 
Mstep: Class 32 contains 160257 members 
Mstep: Class 33 contains 12450 members 
Mstep: Class 34 contains 194606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180592.000000 Penalty: 115438.812500
Iteration 68Q: 35 clusters Score -1.111806e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14552 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91843 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 18577 members 
Mstep: Class 9 contains 55410 members 
Mstep: Class 10 contains 25295 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 15 contains 28227 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 50149 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 7377 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13578 members 
Mstep: Class 25 contains 9799 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 47905 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6329 members 
Mstep: Class 31 contains 39284 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12456 members 
Mstep: Class 34 contains 194604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180704.000000 Penalty: 115438.812500
Iteration 69Q: 35 clusters Score -1.111807e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91805 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 18569 members 
Mstep: Class 9 contains 55395 members 
Mstep: Class 10 contains 25287 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 6442 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17834 members 
Mstep: Class 15 contains 28245 members 
Mstep: Class 16 contains 3469 members 
Mstep: Class 17 contains 50123 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11675 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 7377 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13595 members 
Mstep: Class 25 contains 9798 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 47909 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6331 members 
Mstep: Class 31 contains 39281 members 
Mstep: Class 32 contains 160277 members 
Mstep: Class 33 contains 12479 members 
Mstep: Class 34 contains 194610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180576.000000 Penalty: 115438.812500
Iteration 70Q: 35 clusters Score -1.111806e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14547 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91763 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 8 contains 18567 members 
Mstep: Class 9 contains 55377 members 
Mstep: Class 10 contains 25284 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17816 members 
Mstep: Class 15 contains 28270 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 50098 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11682 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 7375 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 9798 members 
Mstep: Class 26 contains 1608 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 47916 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6334 members 
Mstep: Class 31 contains 39258 members 
Mstep: Class 32 contains 160282 members 
Mstep: Class 33 contains 12506 members 
Mstep: Class 34 contains 194610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180600.000000 Penalty: 115438.812500
Iteration 71Q: 35 clusters Score -1.111806e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14543 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91730 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 55361 members 
Mstep: Class 10 contains 25281 members 
Mstep: Class 11 contains 7599 members 
Mstep: Class 12 contains 6443 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 15 contains 28298 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 50068 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11693 members 
Mstep: Class 20 contains 3584 members 
Mstep: Class 21 contains 7378 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13630 members 
Mstep: Class 25 contains 9794 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 47920 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39236 members 
Mstep: Class 32 contains 160274 members 
Mstep: Class 33 contains 12532 members 
Mstep: Class 34 contains 194610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180720.000000 Penalty: 115438.812500
Iteration 72Q: 35 clusters Score -1.111807e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2158 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91706 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 18561 members 
Mstep: Class 9 contains 55349 members 
Mstep: Class 10 contains 25282 members 
Mstep: Class 11 contains 7597 members 
Mstep: Class 12 contains 6442 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17790 members 
Mstep: Class 15 contains 28319 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 50035 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11703 members 
Mstep: Class 20 contains 3588 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13645 members 
Mstep: Class 25 contains 9792 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 47921 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39214 members 
Mstep: Class 32 contains 160273 members 
Mstep: Class 33 contains 12557 members 
Mstep: Class 34 contains 194604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180792.000000 Penalty: 115438.812500
Iteration 73Q: 35 clusters Score -1.111808e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2158 members 
Mstep: Class 3 contains 14531 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91686 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 18562 members 
Mstep: Class 9 contains 55343 members 
Mstep: Class 10 contains 25287 members 
Mstep: Class 11 contains 7600 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 28342 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 50019 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11706 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13648 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 47926 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 39193 members 
Mstep: Class 32 contains 160257 members 
Mstep: Class 33 contains 12581 members 
Mstep: Class 34 contains 194608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180712.000000 Penalty: 115438.812500
Iteration 74Q: 35 clusters Score -1.111807e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91664 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 55338 members 
Mstep: Class 10 contains 25288 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17757 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 49996 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11708 members 
Mstep: Class 20 contains 3591 members 
Mstep: Class 21 contains 7382 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13654 members 
Mstep: Class 25 contains 9776 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 47938 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39173 members 
Mstep: Class 32 contains 160255 members 
Mstep: Class 33 contains 12597 members 
Mstep: Class 34 contains 194607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180752.000000 Penalty: 115438.812500
Iteration 75Q: 35 clusters Score -1.111808e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91640 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 18566 members 
Mstep: Class 9 contains 55334 members 
Mstep: Class 10 contains 25287 members 
Mstep: Class 11 contains 7604 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17742 members 
Mstep: Class 15 contains 28390 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 49974 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 7382 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 1629 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 47936 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6340 members 
Mstep: Class 31 contains 39155 members 
Mstep: Class 32 contains 160252 members 
Mstep: Class 33 contains 12617 members 
Mstep: Class 34 contains 194604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180664.000000 Penalty: 115438.812500
Iteration 76Q: 35 clusters Score -1.111807e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91621 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 18566 members 
Mstep: Class 9 contains 55325 members 
Mstep: Class 10 contains 25284 members 
Mstep: Class 11 contains 7605 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 15 contains 28408 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 49959 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11733 members 
Mstep: Class 20 contains 3591 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13663 members 
Mstep: Class 25 contains 9766 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 47936 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 39144 members 
Mstep: Class 32 contains 160257 members 
Mstep: Class 33 contains 12635 members 
Mstep: Class 34 contains 194598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180880.000000 Penalty: 115438.812500
Iteration 77Q: 35 clusters Score -1.111809e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91598 members 
Mstep: Class 7 contains 3043 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 55317 members 
Mstep: Class 10 contains 25276 members 
Mstep: Class 11 contains 7606 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17694 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 49941 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11750 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 47945 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6340 members 
Mstep: Class 31 contains 39133 members 
Mstep: Class 32 contains 160258 members 
Mstep: Class 33 contains 12655 members 
Mstep: Class 34 contains 194598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180944.000000 Penalty: 115438.812500
Iteration 78Q: 35 clusters Score -1.111809e+08 nChanged 236
Entering ConstructFrom: 
Score: -111180944.000000 Penalty: 115438.812500
Entering ConstructFrom: 
Trying to split cluster 1 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -224956.687500 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -224956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -222529.531250 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -222529.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -222956.890625 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -222956.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -223059.156250 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -223059.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223116.984375 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -223117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -223153.484375 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -223153.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -223174.109375 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -223174.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -223182.843750 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -223182.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -223190.046875 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -223190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -223195.734375 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -223195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -223202.234375 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -223202.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -223210.937500 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -223210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -223220.640625 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -223220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -223230.281250 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -223230.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -223239.546875 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -223239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -223243.187500 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -223243.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -223246.171875 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -223246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -223248.796875 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -223248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -223249.453125 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -223249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223250.234375 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -223250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223250.640625 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -223250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -223250.906250 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -223250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -223251.500000 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -223251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -223252.296875 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -223252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -223254.562500 Penalty: 3700.973633
	Iteration 23Q: 3 clusters Score -223254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -223255.812500 Penalty: 3700.973633
	Iteration 24Q: 3 clusters Score -223255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -223259.828125 Penalty: 3700.973633
	Iteration 25Q: 3 clusters Score -223259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -223262.000000 Penalty: 3700.973633
	Iteration 26Q: 3 clusters Score -223262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223264.187500 Penalty: 3700.973633
	Iteration 27Q: 3 clusters Score -223264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -223266.296875 Penalty: 3700.973633
	Iteration 28Q: 3 clusters Score -223266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -223266.890625 Penalty: 3700.973633
	Iteration 29Q: 3 clusters Score -223266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223267.359375 Penalty: 3700.973633
	Iteration 30Q: 3 clusters Score -223267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223267.796875 Penalty: 3700.973633
	Iteration 31Q: 3 clusters Score -223267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223267.796875 Penalty: 3700.973633
	Iteration 32F: 3 clusters Score -223267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -232951.609375 Penalty: 1903.650513
	Iteration 0F: 2 clusters Score -232951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -230464.406250 Penalty: 3807.301025
	Iteration 0F: 3 clusters Score -230464.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -231665.843750 Penalty: 3807.301025
	Iteration 1F: 3 clusters Score -231665.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232322.890625 Penalty: 3807.301025
	Iteration 2F: 3 clusters Score -232322.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -232627.671875 Penalty: 3807.301025
	Iteration 3F: 3 clusters Score -232627.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -232771.875000 Penalty: 3807.301025
	Iteration 4F: 3 clusters Score -232771.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232852.781250 Penalty: 3807.301025
	Iteration 5Q: 3 clusters Score -232852.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -232913.703125 Penalty: 3807.301025
	Iteration 6Q: 3 clusters Score -232913.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232962.546875 Penalty: 3807.301025
	Iteration 7Q: 3 clusters Score -232962.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -232986.078125 Penalty: 3807.301025
	Iteration 8Q: 3 clusters Score -232986.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -233011.281250 Penalty: 3807.301025
	Iteration 9Q: 3 clusters Score -233011.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -233036.984375 Penalty: 3807.301025
	Iteration 10Q: 3 clusters Score -233037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -233070.593750 Penalty: 3807.301025
	Iteration 11Q: 3 clusters Score -233070.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -233108.015625 Penalty: 3807.301025
	Iteration 12Q: 3 clusters Score -233108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -233134.296875 Penalty: 3807.301025
	Iteration 13Q: 3 clusters Score -233134.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -233161.250000 Penalty: 3807.301025
	Iteration 14Q: 3 clusters Score -233161.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -233194.703125 Penalty: 3807.301025
	Iteration 15Q: 3 clusters Score -233194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -233237.781250 Penalty: 3807.301025
	Iteration 16Q: 3 clusters Score -233237.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -233262.750000 Penalty: 3807.301025
	Iteration 17Q: 3 clusters Score -233262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -233280.609375 Penalty: 3807.301025
	Iteration 18Q: 3 clusters Score -233280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -233299.000000 Penalty: 3807.301025
	Iteration 19Q: 3 clusters Score -233299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -233338.593750 Penalty: 3807.301025
	Iteration 20F: 3 clusters Score -233338.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -233392.687500 Penalty: 3807.301025
	Iteration 21Q: 3 clusters Score -233392.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -233427.578125 Penalty: 3807.301025
	Iteration 22Q: 3 clusters Score -233427.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -233466.140625 Penalty: 3807.301025
	Iteration 23Q: 3 clusters Score -233466.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -233484.968750 Penalty: 3807.301025
	Iteration 24Q: 3 clusters Score -233485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -233507.968750 Penalty: 3807.301025
	Iteration 25Q: 3 clusters Score -233508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -233523.734375 Penalty: 3807.301025
	Iteration 26Q: 3 clusters Score -233523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -233532.375000 Penalty: 3807.301025
	Iteration 27Q: 3 clusters Score -233532.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -233539.937500 Penalty: 3807.301025
	Iteration 28Q: 3 clusters Score -233539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -233544.546875 Penalty: 3807.301025
	Iteration 29Q: 3 clusters Score -233544.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -233547.062500 Penalty: 3807.301025
	Iteration 30Q: 3 clusters Score -233547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -233547.187500 Penalty: 3807.301025
	Iteration 31Q: 3 clusters Score -233547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -233547.562500 Penalty: 3807.301025
	Iteration 32Q: 3 clusters Score -233547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -233547.562500 Penalty: 3807.301025
	Iteration 33F: 3 clusters Score -233547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 1650 members 
Entering Unmasked Estep 
Score: -111180120.000000 Penalty: 118834.070312
Splitting cluster 2 changes total score from -111180944.000000 to -111180120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Entering Unmasked Estep 
Score: -1855822.625000 Penalty: 2376.619873
	Iteration 0F: 2 clusters Score -1855823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1845265.500000 Penalty: 4753.239746
	Iteration 0F: 3 clusters Score -1845266 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1848680.750000 Penalty: 4753.239746
	Iteration 1F: 3 clusters Score -1848681 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1849155.875000 Penalty: 4753.239746
	Iteration 2F: 3 clusters Score -1849156 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1849538.500000 Penalty: 4753.239746
	Iteration 3F: 3 clusters Score -1849538 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1849857.125000 Penalty: 4753.239746
	Iteration 4Q: 3 clusters Score -1849857 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1850195.500000 Penalty: 4753.239746
	Iteration 5Q: 3 clusters Score -1850196 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1850553.625000 Penalty: 4753.239746
	Iteration 6Q: 3 clusters Score -1850554 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1850902.125000 Penalty: 4753.239746
	Iteration 7Q: 3 clusters Score -1850902 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1851290.875000 Penalty: 4753.239746
	Iteration 8Q: 3 clusters Score -1851291 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1851700.375000 Penalty: 4753.239746
	Iteration 9Q: 3 clusters Score -1851700 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1852159.750000 Penalty: 4753.239746
	Iteration 10Q: 3 clusters Score -1852160 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1852614.625000 Penalty: 4753.239746
	Iteration 11Q: 3 clusters Score -1852615 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1853006.125000 Penalty: 4753.239746
	Iteration 12Q: 3 clusters Score -1853006 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1853296.875000 Penalty: 4753.239746
	Iteration 13Q: 3 clusters Score -1853297 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1853491.375000 Penalty: 4753.239746
	Iteration 14Q: 3 clusters Score -1853491 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1853611.125000 Penalty: 4753.239746
	Iteration 15Q: 3 clusters Score -1853611 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1853688.625000 Penalty: 4753.239746
	Iteration 16Q: 3 clusters Score -1853689 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1853755.875000 Penalty: 4753.239746
	Iteration 17Q: 3 clusters Score -1853756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1853820.375000 Penalty: 4753.239746
	Iteration 18Q: 3 clusters Score -1853820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1853877.000000 Penalty: 4753.239746
	Iteration 19Q: 3 clusters Score -1853877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1853921.375000 Penalty: 4753.239746
	Iteration 20F: 3 clusters Score -1853921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1853940.000000 Penalty: 4753.239746
	Iteration 21Q: 3 clusters Score -1853940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1853965.125000 Penalty: 4753.239746
	Iteration 22Q: 3 clusters Score -1853965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1853987.625000 Penalty: 4753.239746
	Iteration 23Q: 3 clusters Score -1853988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1853996.250000 Penalty: 4753.239746
	Iteration 24Q: 3 clusters Score -1853996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1854013.250000 Penalty: 4753.239746
	Iteration 25Q: 3 clusters Score -1854013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1854020.625000 Penalty: 4753.239746
	Iteration 26Q: 3 clusters Score -1854021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1854029.875000 Penalty: 4753.239746
	Iteration 27Q: 3 clusters Score -1854030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1854031.125000 Penalty: 4753.239746
	Iteration 28Q: 3 clusters Score -1854031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1854034.750000 Penalty: 4753.239746
	Iteration 29Q: 3 clusters Score -1854035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1854041.375000 Penalty: 4753.239746
	Iteration 30Q: 3 clusters Score -1854041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1854046.500000 Penalty: 4753.239746
	Iteration 31Q: 3 clusters Score -1854046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1854046.375000 Penalty: 4753.239746
	Iteration 32Q: 3 clusters Score -1854046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1854050.625000 Penalty: 4753.239746
	Iteration 33Q: 3 clusters Score -1854051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1854055.625000 Penalty: 4753.239746
	Iteration 34Q: 3 clusters Score -1854056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1854056.625000 Penalty: 4753.239746
	Iteration 35Q: 3 clusters Score -1854057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1854058.125000 Penalty: 4753.239746
	Iteration 36Q: 3 clusters Score -1854058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1854057.000000 Penalty: 4753.239746
	Iteration 37Q: 3 clusters Score -1854057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1854060.000000 Penalty: 4753.239746
	Iteration 38Q: 3 clusters Score -1854060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1854060.875000 Penalty: 4753.239746
	Iteration 39Q: 3 clusters Score -1854061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1854063.500000 Penalty: 4753.239746
	Iteration 40F: 3 clusters Score -1854064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -243253.781250 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -243253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -240688.625000 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -240688.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241237.062500 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -241237.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241446.390625 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -241446.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241669.656250 Penalty: 3770.791016
	Iteration 3F: 3 clusters Score -241669.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -241881.468750 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -241881.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242103.687500 Penalty: 3770.791016
	Iteration 5F: 3 clusters Score -242103.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242290.265625 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -242290.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -242480.843750 Penalty: 3770.791016
	Iteration 7F: 3 clusters Score -242480.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -242693.531250 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -242693.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -242990.578125 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -242990.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -243505.375000 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -243505.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -244259.375000 Penalty: 3770.791016
	Iteration 11F: 3 clusters Score -244259.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -244869.156250 Penalty: 3770.791016
	Iteration 12F: 3 clusters Score -244869.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -245475.703125 Penalty: 3770.791016
	Iteration 13F: 3 clusters Score -245475.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -245753.718750 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -245753.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245806.953125 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -245807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -245843.500000 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -245843.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245875.031250 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -245875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -245907.390625 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -245907.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -245939.218750 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -245939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245958.250000 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -245958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245964.968750 Penalty: 3770.791016
	Iteration 21Q: 3 clusters Score -245965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -245970.859375 Penalty: 3770.791016
	Iteration 22Q: 3 clusters Score -245970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -245974.484375 Penalty: 3770.791016
	Iteration 23Q: 3 clusters Score -245974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -245974.484375 Penalty: 3770.791016
	Iteration 24F: 3 clusters Score -245974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 848 members 
Entering Unmasked Estep 
Score: -111182336.000000 Penalty: 118834.070312
Splitting cluster 4 changes total score from -111180944.000000 to -111182336.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 5 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -574559.125000 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -574559.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -570073.062500 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -570073.1 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -571445.750000 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -571445.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -571934.375000 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -571934.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -572420.625000 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -572420.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -572825.687500 Penalty: 4226.408691
	Iteration 4F: 3 clusters Score -572825.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -573130.500000 Penalty: 4226.408691
	Iteration 5F: 3 clusters Score -573130.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -573334.500000 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -573334.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -573489.937500 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -573489.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -573618.875000 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -573618.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -573788.562500 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -573788.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -573988.312500 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -573988.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -574194.937500 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -574194.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -574343.000000 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -574343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -574443.312500 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -574443.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -574518.312500 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -574518.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -574562.937500 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -574562.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -574598.500000 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -574598.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -574619.937500 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -574619.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -574640.875000 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -574640.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -574655.937500 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -574655.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -574668.875000 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -574668.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -574677.937500 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -574677.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -574681.937500 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -574681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -574683.875000 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -574683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -574684.687500 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -574684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -574684.750000 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -574684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -574686.937500 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -574686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -574690.812500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -574690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -574690.562500 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -574690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -574692.625000 Penalty: 4226.408691
	Iteration 29Q: 3 clusters Score -574692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -574692.000000 Penalty: 4226.408691
	Iteration 30Q: 3 clusters Score -574692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -574693.437500 Penalty: 4226.408691
	Iteration 31Q: 3 clusters Score -574693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -574693.437500 Penalty: 4226.408691
	Iteration 32F: 3 clusters Score -574693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 2550 members 
Entering Unmasked Estep 
Score: -111181208.000000 Penalty: 122229.328125
Splitting cluster 5 changes total score from -111180944.000000 to -111181208.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (91578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Entering Unmasked Estep 
Score: -11996708.000000 Penalty: 2833.386719
	Iteration 0F: 2 clusters Score -1.199671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -11935366.000000 Penalty: 5666.773438
	Iteration 0F: 3 clusters Score -1.193537e+07 nChanged 43219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11960055.000000 Penalty: 5666.773438
	Iteration 1F: 3 clusters Score -1.196006e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -11960967.000000 Penalty: 5666.773438
	Iteration 2Q: 3 clusters Score -1.196097e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -11962042.000000 Penalty: 5666.773438
	Iteration 3Q: 3 clusters Score -1.196204e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -11963406.000000 Penalty: 5666.773438
	Iteration 4Q: 3 clusters Score -1.196341e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -11965499.000000 Penalty: 5666.773438
	Iteration 5Q: 3 clusters Score -1.19655e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -11968365.000000 Penalty: 5666.773438
	Iteration 6F: 3 clusters Score -1.196836e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -11972171.000000 Penalty: 5666.773438
	Iteration 7F: 3 clusters Score -1.197217e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -11976296.000000 Penalty: 5666.773438
	Iteration 8F: 3 clusters Score -1.19763e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -11980348.000000 Penalty: 5666.773438
	Iteration 9F: 3 clusters Score -1.198035e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -11984055.000000 Penalty: 5666.773438
	Iteration 10F: 3 clusters Score -1.198406e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -11987143.000000 Penalty: 5666.773438
	Iteration 11Q: 3 clusters Score -1.198714e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -11989278.000000 Penalty: 5666.773438
	Iteration 12Q: 3 clusters Score -1.198928e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -11990818.000000 Penalty: 5666.773438
	Iteration 13Q: 3 clusters Score -1.199082e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -11991881.000000 Penalty: 5666.773438
	Iteration 14Q: 3 clusters Score -1.199188e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -11992656.000000 Penalty: 5666.773438
	Iteration 15Q: 3 clusters Score -1.199266e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -11993230.000000 Penalty: 5666.773438
	Iteration 16Q: 3 clusters Score -1.199323e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -11993625.000000 Penalty: 5666.773438
	Iteration 17Q: 3 clusters Score -1.199362e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -11993947.000000 Penalty: 5666.773438
	Iteration 18Q: 3 clusters Score -1.199395e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -11994115.000000 Penalty: 5666.773438
	Iteration 19Q: 3 clusters Score -1.199412e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -11994245.000000 Penalty: 5666.773438
	Iteration 20F: 3 clusters Score -1.199424e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -11994348.000000 Penalty: 5666.773438
	Iteration 21Q: 3 clusters Score -1.199435e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -11994422.000000 Penalty: 5666.773438
	Iteration 22Q: 3 clusters Score -1.199442e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -11994441.000000 Penalty: 5666.773438
	Iteration 23Q: 3 clusters Score -1.199444e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -11994513.000000 Penalty: 5666.773438
	Iteration 24Q: 3 clusters Score -1.199451e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -11994560.000000 Penalty: 5666.773438
	Iteration 25Q: 3 clusters Score -1.199456e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -11994599.000000 Penalty: 5666.773438
	Iteration 26Q: 3 clusters Score -1.19946e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -11994612.000000 Penalty: 5666.773438
	Iteration 27Q: 3 clusters Score -1.199461e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -11994640.000000 Penalty: 5666.773438
	Iteration 28Q: 3 clusters Score -1.199464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -11994655.000000 Penalty: 5666.773438
	Iteration 29Q: 3 clusters Score -1.199466e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -11994684.000000 Penalty: 5666.773438
	Iteration 30Q: 3 clusters Score -1.199468e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -11994694.000000 Penalty: 5666.773438
	Iteration 31Q: 3 clusters Score -1.199469e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11994691.000000 Penalty: 5666.773438
	Iteration 32Q: 3 clusters Score -1.199469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -11994691.000000 Penalty: 5666.773438
	Iteration 33Q: 3 clusters Score -1.199469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11994693.000000 Penalty: 5666.773438
	Iteration 34Q: 3 clusters Score -1.199469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -11994690.000000 Penalty: 5666.773438
	Iteration 35Q: 3 clusters Score -1.199469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -11994685.000000 Penalty: 5666.773438
	Iteration 36Q: 3 clusters Score -1.199468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -11994687.000000 Penalty: 5666.773438
	Iteration 37Q: 3 clusters Score -1.199469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -11994689.000000 Penalty: 5666.773438
	Iteration 38Q: 3 clusters Score -1.199469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -11994702.000000 Penalty: 5666.773438
	Iteration 39Q: 3 clusters Score -1.19947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -11994703.000000 Penalty: 5666.773438
	Iteration 40F: 3 clusters Score -1.19947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -11994712.000000 Penalty: 5666.773438
	Iteration 41Q: 3 clusters Score -1.199471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -11994712.000000 Penalty: 5666.773438
	Iteration 42Q: 3 clusters Score -1.199471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -11994719.000000 Penalty: 5666.773438
	Iteration 43Q: 3 clusters Score -1.199472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -11994712.000000 Penalty: 5666.773438
	Iteration 44Q: 3 clusters Score -1.199471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -11994714.000000 Penalty: 5666.773438
	Iteration 45Q: 3 clusters Score -1.199471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -11994714.000000 Penalty: 5666.773438
	Iteration 46Q: 3 clusters Score -1.199471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -11994725.000000 Penalty: 5666.773438
	Iteration 47Q: 3 clusters Score -1.199472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -11994724.000000 Penalty: 5666.773438
	Iteration 48Q: 3 clusters Score -1.199472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -11994737.000000 Penalty: 5666.773438
	Iteration 49Q: 3 clusters Score -1.199474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -11994735.000000 Penalty: 5666.773438
	Iteration 50Q: 3 clusters Score -1.199474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -11994747.000000 Penalty: 5666.773438
	Iteration 51Q: 3 clusters Score -1.199475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -11994737.000000 Penalty: 5666.773438
	Iteration 52Q: 3 clusters Score -1.199474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -11994731.000000 Penalty: 5666.773438
	Iteration 53Q: 3 clusters Score -1.199473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -11994731.000000 Penalty: 5666.773438
	Iteration 54Q: 3 clusters Score -1.199473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -11994729.000000 Penalty: 5666.773438
	Iteration 55Q: 3 clusters Score -1.199473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -11994725.000000 Penalty: 5666.773438
	Iteration 56Q: 3 clusters Score -1.199472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -11994728.000000 Penalty: 5666.773438
	Iteration 57Q: 3 clusters Score -1.199473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -11994718.000000 Penalty: 5666.773438
	Iteration 58Q: 3 clusters Score -1.199472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -11994718.000000 Penalty: 5666.773438
	Iteration 59F: 3 clusters Score -1.199472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -397374.312500 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -397374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -394071.093750 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -394071.1 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -394715.531250 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -394715.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -394893.593750 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -394893.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -394991.218750 Penalty: 3983.567139
	Iteration 3Q: 3 clusters Score -394991.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -395058.125000 Penalty: 3983.567139
	Iteration 4Q: 3 clusters Score -395058.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -395111.875000 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -395111.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -395150.062500 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -395150.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -395184.593750 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -395184.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -395207.687500 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -395207.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -395221.687500 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -395221.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -395235.718750 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -395235.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -395246.531250 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -395246.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -395263.156250 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -395263.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -395277.468750 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -395277.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -395293.218750 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -395293.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -395305.750000 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -395305.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -395317.781250 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -395317.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -395326.218750 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -395326.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -395335.718750 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -395335.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -395343.218750 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -395343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -395349.031250 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -395349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -395355.593750 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -395355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -395361.968750 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -395362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -395373.343750 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -395373.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -395384.062500 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -395384.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -395390.718750 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -395390.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -395400.531250 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -395400.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -395412.218750 Penalty: 3983.567139
	Iteration 27Q: 3 clusters Score -395412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -395425.593750 Penalty: 3983.567139
	Iteration 28Q: 3 clusters Score -395425.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -395438.687500 Penalty: 3983.567139
	Iteration 29Q: 3 clusters Score -395438.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -395451.312500 Penalty: 3983.567139
	Iteration 30Q: 3 clusters Score -395451.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -395467.343750 Penalty: 3983.567139
	Iteration 31Q: 3 clusters Score -395467.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -395481.250000 Penalty: 3983.567139
	Iteration 32Q: 3 clusters Score -395481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -395495.500000 Penalty: 3983.567139
	Iteration 33Q: 3 clusters Score -395495.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -395510.312500 Penalty: 3983.567139
	Iteration 34Q: 3 clusters Score -395510.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -395525.218750 Penalty: 3983.567139
	Iteration 35Q: 3 clusters Score -395525.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -395544.750000 Penalty: 3983.567139
	Iteration 36Q: 3 clusters Score -395544.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -395559.843750 Penalty: 3983.567139
	Iteration 37Q: 3 clusters Score -395559.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -395573.593750 Penalty: 3983.567139
	Iteration 38Q: 3 clusters Score -395573.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -395595.875000 Penalty: 3983.567139
	Iteration 39Q: 3 clusters Score -395595.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -395613.125000 Penalty: 3983.567139
	Iteration 40F: 3 clusters Score -395613.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -395630.437500 Penalty: 3983.567139
	Iteration 41Q: 3 clusters Score -395630.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -395642.468750 Penalty: 3983.567139
	Iteration 42Q: 3 clusters Score -395642.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -395652.531250 Penalty: 3983.567139
	Iteration 43Q: 3 clusters Score -395652.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -395659.906250 Penalty: 3983.567139
	Iteration 44Q: 3 clusters Score -395659.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -395665.750000 Penalty: 3983.567139
	Iteration 45Q: 3 clusters Score -395665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -395668.156250 Penalty: 3983.567139
	Iteration 46Q: 3 clusters Score -395668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -395671.625000 Penalty: 3983.567139
	Iteration 47Q: 3 clusters Score -395671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -395675.718750 Penalty: 3983.567139
	Iteration 48Q: 3 clusters Score -395675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -395677.000000 Penalty: 3983.567139
	Iteration 49Q: 3 clusters Score -395677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -395678.781250 Penalty: 3983.567139
	Iteration 50Q: 3 clusters Score -395678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -395680.218750 Penalty: 3983.567139
	Iteration 51Q: 3 clusters Score -395680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -395681.781250 Penalty: 3983.567139
	Iteration 52Q: 3 clusters Score -395681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -395682.906250 Penalty: 3983.567139
	Iteration 53Q: 3 clusters Score -395682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -395682.906250 Penalty: 3983.567139
	Iteration 54Q: 3 clusters Score -395682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -395684.875000 Penalty: 3983.567139
	Iteration 55Q: 3 clusters Score -395684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -395686.312500 Penalty: 3983.567139
	Iteration 56Q: 3 clusters Score -395686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -395686.437500 Penalty: 3983.567139
	Iteration 57Q: 3 clusters Score -395686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -395687.531250 Penalty: 3983.567139
	Iteration 58Q: 3 clusters Score -395687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -395688.812500 Penalty: 3983.567139
	Iteration 59Q: 3 clusters Score -395688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -395688.812500 Penalty: 3983.567139
	Iteration 60F: 3 clusters Score -395688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Entering Unmasked Estep 
Score: -2253064.500000 Penalty: 2437.586914
	Iteration 0F: 2 clusters Score -2253064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2240025.750000 Penalty: 4875.173828
	Iteration 0F: 3 clusters Score -2240026 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2245131.500000 Penalty: 4875.173828
	Iteration 1F: 3 clusters Score -2245132 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2246302.000000 Penalty: 4875.173828
	Iteration 2F: 3 clusters Score -2246302 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2247542.000000 Penalty: 4875.173828
	Iteration 3F: 3 clusters Score -2247542 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2248701.250000 Penalty: 4875.173828
	Iteration 4F: 3 clusters Score -2248701 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2249654.000000 Penalty: 4875.173828
	Iteration 5F: 3 clusters Score -2249654 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2250369.750000 Penalty: 4875.173828
	Iteration 6F: 3 clusters Score -2250370 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2250784.750000 Penalty: 4875.173828
	Iteration 7Q: 3 clusters Score -2250785 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2251069.500000 Penalty: 4875.173828
	Iteration 8Q: 3 clusters Score -2251070 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2251269.500000 Penalty: 4875.173828
	Iteration 9Q: 3 clusters Score -2251270 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2251389.750000 Penalty: 4875.173828
	Iteration 10Q: 3 clusters Score -2251390 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2251487.250000 Penalty: 4875.173828
	Iteration 11Q: 3 clusters Score -2251487 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2251616.000000 Penalty: 4875.173828
	Iteration 12Q: 3 clusters Score -2251616 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2251734.000000 Penalty: 4875.173828
	Iteration 13Q: 3 clusters Score -2251734 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2251839.000000 Penalty: 4875.173828
	Iteration 14Q: 3 clusters Score -2251839 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2251895.500000 Penalty: 4875.173828
	Iteration 15Q: 3 clusters Score -2251896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2251937.250000 Penalty: 4875.173828
	Iteration 16Q: 3 clusters Score -2251937 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2251962.250000 Penalty: 4875.173828
	Iteration 17Q: 3 clusters Score -2251962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2251990.750000 Penalty: 4875.173828
	Iteration 18Q: 3 clusters Score -2251991 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2252007.000000 Penalty: 4875.173828
	Iteration 19Q: 3 clusters Score -2252007 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2252022.000000 Penalty: 4875.173828
	Iteration 20F: 3 clusters Score -2252022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2252031.250000 Penalty: 4875.173828
	Iteration 21Q: 3 clusters Score -2252031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2252042.750000 Penalty: 4875.173828
	Iteration 22Q: 3 clusters Score -2252043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2252049.750000 Penalty: 4875.173828
	Iteration 23Q: 3 clusters Score -2252050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2252054.500000 Penalty: 4875.173828
	Iteration 24Q: 3 clusters Score -2252054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2252063.500000 Penalty: 4875.173828
	Iteration 25Q: 3 clusters Score -2252064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2252063.000000 Penalty: 4875.173828
	Iteration 26Q: 3 clusters Score -2252063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2252066.750000 Penalty: 4875.173828
	Iteration 27Q: 3 clusters Score -2252067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2252075.000000 Penalty: 4875.173828
	Iteration 28Q: 3 clusters Score -2252075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2252083.750000 Penalty: 4875.173828
	Iteration 29Q: 3 clusters Score -2252084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2252079.000000 Penalty: 4875.173828
	Iteration 30Q: 3 clusters Score -2252079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2252081.000000 Penalty: 4875.173828
	Iteration 31Q: 3 clusters Score -2252081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2252084.000000 Penalty: 4875.173828
	Iteration 32Q: 3 clusters Score -2252084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2252093.500000 Penalty: 4875.173828
	Iteration 33Q: 3 clusters Score -2252094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2252106.750000 Penalty: 4875.173828
	Iteration 34Q: 3 clusters Score -2252107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2252112.000000 Penalty: 4875.173828
	Iteration 35Q: 3 clusters Score -2252112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2252121.250000 Penalty: 4875.173828
	Iteration 36Q: 3 clusters Score -2252121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2252128.500000 Penalty: 4875.173828
	Iteration 37Q: 3 clusters Score -2252128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2252129.750000 Penalty: 4875.173828
	Iteration 38Q: 3 clusters Score -2252130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2252135.000000 Penalty: 4875.173828
	Iteration 39Q: 3 clusters Score -2252135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2252132.500000 Penalty: 4875.173828
	Iteration 40F: 3 clusters Score -2252132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2252144.500000 Penalty: 4875.173828
	Iteration 41Q: 3 clusters Score -2252144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2252145.500000 Penalty: 4875.173828
	Iteration 42Q: 3 clusters Score -2252146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2252144.750000 Penalty: 4875.173828
	Iteration 43Q: 3 clusters Score -2252145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2252148.750000 Penalty: 4875.173828
	Iteration 44Q: 3 clusters Score -2252149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2252153.000000 Penalty: 4875.173828
	Iteration 45Q: 3 clusters Score -2252153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2252151.250000 Penalty: 4875.173828
	Iteration 46Q: 3 clusters Score -2252151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2252160.000000 Penalty: 4875.173828
	Iteration 47Q: 3 clusters Score -2252160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2252155.250000 Penalty: 4875.173828
	Iteration 48Q: 3 clusters Score -2252155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2252156.000000 Penalty: 4875.173828
	Iteration 49Q: 3 clusters Score -2252156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2252153.000000 Penalty: 4875.173828
	Iteration 50Q: 3 clusters Score -2252153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2252151.250000 Penalty: 4875.173828
	Iteration 51Q: 3 clusters Score -2252151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2252154.250000 Penalty: 4875.173828
	Iteration 52Q: 3 clusters Score -2252154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2252156.250000 Penalty: 4875.173828
	Iteration 53Q: 3 clusters Score -2252156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2252157.750000 Penalty: 4875.173828
	Iteration 54Q: 3 clusters Score -2252158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2252154.250000 Penalty: 4875.173828
	Iteration 55Q: 3 clusters Score -2252154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2252154.250000 Penalty: 4875.173828
	Iteration 56F: 3 clusters Score -2252154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Entering Unmasked Estep 
Score: -7304605.000000 Penalty: 2708.313477
	Iteration 0F: 2 clusters Score -7304605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -7267364.000000 Penalty: 5416.626953
	Iteration 0F: 3 clusters Score -7267364 nChanged 25646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -7281893.000000 Penalty: 5416.626953
	Iteration 1F: 3 clusters Score -7281893 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -7282573.500000 Penalty: 5416.626953
	Iteration 2Q: 3 clusters Score -7282574 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -7283259.500000 Penalty: 5416.626953
	Iteration 3Q: 3 clusters Score -7283260 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -7284104.000000 Penalty: 5416.626953
	Iteration 4Q: 3 clusters Score -7284104 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -7285239.500000 Penalty: 5416.626953
	Iteration 5Q: 3 clusters Score -7285240 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7286565.000000 Penalty: 5416.626953
	Iteration 6Q: 3 clusters Score -7286565 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7288225.000000 Penalty: 5416.626953
	Iteration 7F: 3 clusters Score -7288225 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -7290112.000000 Penalty: 5416.626953
	Iteration 8F: 3 clusters Score -7290112 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -7292163.500000 Penalty: 5416.626953
	Iteration 9F: 3 clusters Score -7292164 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -7294087.500000 Penalty: 5416.626953
	Iteration 10F: 3 clusters Score -7294088 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -7295906.500000 Penalty: 5416.626953
	Iteration 11Q: 3 clusters Score -7295906 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -7297347.000000 Penalty: 5416.626953
	Iteration 12Q: 3 clusters Score -7297347 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -7298482.500000 Penalty: 5416.626953
	Iteration 13Q: 3 clusters Score -7298482 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -7299319.000000 Penalty: 5416.626953
	Iteration 14Q: 3 clusters Score -7299319 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -7299996.500000 Penalty: 5416.626953
	Iteration 15Q: 3 clusters Score -7299996 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -7300458.000000 Penalty: 5416.626953
	Iteration 16Q: 3 clusters Score -7300458 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -7300772.500000 Penalty: 5416.626953
	Iteration 17Q: 3 clusters Score -7300772 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7301061.000000 Penalty: 5416.626953
	Iteration 18Q: 3 clusters Score -7301061 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -7301251.000000 Penalty: 5416.626953
	Iteration 19Q: 3 clusters Score -7301251 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -7301407.000000 Penalty: 5416.626953
	Iteration 20F: 3 clusters Score -7301407 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7301567.500000 Penalty: 5416.626953
	Iteration 21Q: 3 clusters Score -7301568 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7301688.000000 Penalty: 5416.626953
	Iteration 22Q: 3 clusters Score -7301688 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7301773.500000 Penalty: 5416.626953
	Iteration 23Q: 3 clusters Score -7301774 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7301853.000000 Penalty: 5416.626953
	Iteration 24Q: 3 clusters Score -7301853 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7301933.000000 Penalty: 5416.626953
	Iteration 25Q: 3 clusters Score -7301933 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7302000.000000 Penalty: 5416.626953
	Iteration 26Q: 3 clusters Score -7302000 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7302044.500000 Penalty: 5416.626953
	Iteration 27Q: 3 clusters Score -7302044 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7302084.000000 Penalty: 5416.626953
	Iteration 28Q: 3 clusters Score -7302084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7302125.500000 Penalty: 5416.626953
	Iteration 29Q: 3 clusters Score -7302126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7302143.500000 Penalty: 5416.626953
	Iteration 30Q: 3 clusters Score -7302144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7302163.500000 Penalty: 5416.626953
	Iteration 31Q: 3 clusters Score -7302164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7302193.000000 Penalty: 5416.626953
	Iteration 32Q: 3 clusters Score -7302193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7302228.500000 Penalty: 5416.626953
	Iteration 33Q: 3 clusters Score -7302228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7302252.500000 Penalty: 5416.626953
	Iteration 34Q: 3 clusters Score -7302252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7302274.500000 Penalty: 5416.626953
	Iteration 35Q: 3 clusters Score -7302274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7302268.500000 Penalty: 5416.626953
	Iteration 36Q: 3 clusters Score -7302268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7302290.000000 Penalty: 5416.626953
	Iteration 37Q: 3 clusters Score -7302290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7302312.500000 Penalty: 5416.626953
	Iteration 38Q: 3 clusters Score -7302312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7302309.000000 Penalty: 5416.626953
	Iteration 39Q: 3 clusters Score -7302309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7302317.500000 Penalty: 5416.626953
	Iteration 40F: 3 clusters Score -7302318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7302325.500000 Penalty: 5416.626953
	Iteration 41Q: 3 clusters Score -7302326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7302343.000000 Penalty: 5416.626953
	Iteration 42Q: 3 clusters Score -7302343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7302343.500000 Penalty: 5416.626953
	Iteration 43Q: 3 clusters Score -7302344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7302359.500000 Penalty: 5416.626953
	Iteration 44Q: 3 clusters Score -7302360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7302376.000000 Penalty: 5416.626953
	Iteration 45Q: 3 clusters Score -7302376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7302374.500000 Penalty: 5416.626953
	Iteration 46Q: 3 clusters Score -7302374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7302397.500000 Penalty: 5416.626953
	Iteration 47Q: 3 clusters Score -7302398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7302405.500000 Penalty: 5416.626953
	Iteration 48Q: 3 clusters Score -7302406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7302408.000000 Penalty: 5416.626953
	Iteration 49Q: 3 clusters Score -7302408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7302411.000000 Penalty: 5416.626953
	Iteration 50Q: 3 clusters Score -7302411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7302419.500000 Penalty: 5416.626953
	Iteration 51Q: 3 clusters Score -7302420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7302419.500000 Penalty: 5416.626953
	Iteration 52Q: 3 clusters Score -7302420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7302427.000000 Penalty: 5416.626953
	Iteration 53Q: 3 clusters Score -7302427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7302437.000000 Penalty: 5416.626953
	Iteration 54Q: 3 clusters Score -7302437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7302432.500000 Penalty: 5416.626953
	Iteration 55Q: 3 clusters Score -7302432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7302449.500000 Penalty: 5416.626953
	Iteration 56Q: 3 clusters Score -7302450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7302445.000000 Penalty: 5416.626953
	Iteration 57Q: 3 clusters Score -7302445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7302455.500000 Penalty: 5416.626953
	Iteration 58Q: 3 clusters Score -7302456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7302460.000000 Penalty: 5416.626953
	Iteration 59Q: 3 clusters Score -7302460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7302466.000000 Penalty: 5416.626953
	Iteration 60F: 3 clusters Score -7302466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7302480.500000 Penalty: 5416.626953
	Iteration 61Q: 3 clusters Score -7302480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7302477.000000 Penalty: 5416.626953
	Iteration 62Q: 3 clusters Score -7302477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7302480.000000 Penalty: 5416.626953
	Iteration 63Q: 3 clusters Score -7302480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7302475.500000 Penalty: 5416.626953
	Iteration 64Q: 3 clusters Score -7302476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7302476.000000 Penalty: 5416.626953
	Iteration 65Q: 3 clusters Score -7302476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7302477.500000 Penalty: 5416.626953
	Iteration 66Q: 3 clusters Score -7302478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7302477.500000 Penalty: 5416.626953
	Iteration 67F: 3 clusters Score -7302478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Entering Unmasked Estep 
Score: -3255121.250000 Penalty: 2514.098145
	Iteration 0F: 2 clusters Score -3255121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3237521.750000 Penalty: 5028.196289
	Iteration 0F: 3 clusters Score -3237522 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3243766.000000 Penalty: 5028.196289
	Iteration 1F: 3 clusters Score -3243766 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3244198.250000 Penalty: 5028.196289
	Iteration 2Q: 3 clusters Score -3244198 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3244569.250000 Penalty: 5028.196289
	Iteration 3Q: 3 clusters Score -3244569 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3244980.250000 Penalty: 5028.196289
	Iteration 4Q: 3 clusters Score -3244980 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3245372.250000 Penalty: 5028.196289
	Iteration 5Q: 3 clusters Score -3245372 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3245801.500000 Penalty: 5028.196289
	Iteration 6Q: 3 clusters Score -3245802 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3246310.000000 Penalty: 5028.196289
	Iteration 7Q: 3 clusters Score -3246310 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3246940.250000 Penalty: 5028.196289
	Iteration 8Q: 3 clusters Score -3246940 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3247686.500000 Penalty: 5028.196289
	Iteration 9Q: 3 clusters Score -3247686 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3248577.500000 Penalty: 5028.196289
	Iteration 10F: 3 clusters Score -3248578 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3249564.500000 Penalty: 5028.196289
	Iteration 11F: 3 clusters Score -3249564 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3250550.750000 Penalty: 5028.196289
	Iteration 12Q: 3 clusters Score -3250551 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3251463.750000 Penalty: 5028.196289
	Iteration 13Q: 3 clusters Score -3251464 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3252212.500000 Penalty: 5028.196289
	Iteration 14Q: 3 clusters Score -3252212 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3252628.000000 Penalty: 5028.196289
	Iteration 15Q: 3 clusters Score -3252628 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3252855.250000 Penalty: 5028.196289
	Iteration 16Q: 3 clusters Score -3252855 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3252986.500000 Penalty: 5028.196289
	Iteration 17Q: 3 clusters Score -3252986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3253085.750000 Penalty: 5028.196289
	Iteration 18Q: 3 clusters Score -3253086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3253147.750000 Penalty: 5028.196289
	Iteration 19Q: 3 clusters Score -3253148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3253179.500000 Penalty: 5028.196289
	Iteration 20F: 3 clusters Score -3253180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3253199.750000 Penalty: 5028.196289
	Iteration 21Q: 3 clusters Score -3253200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3253209.000000 Penalty: 5028.196289
	Iteration 22Q: 3 clusters Score -3253209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3253218.500000 Penalty: 5028.196289
	Iteration 23Q: 3 clusters Score -3253218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3253226.250000 Penalty: 5028.196289
	Iteration 24Q: 3 clusters Score -3253226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3253234.000000 Penalty: 5028.196289
	Iteration 25Q: 3 clusters Score -3253234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3253236.500000 Penalty: 5028.196289
	Iteration 26Q: 3 clusters Score -3253236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3253240.000000 Penalty: 5028.196289
	Iteration 27Q: 3 clusters Score -3253240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3253237.750000 Penalty: 5028.196289
	Iteration 28Q: 3 clusters Score -3253238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3253239.500000 Penalty: 5028.196289
	Iteration 29Q: 3 clusters Score -3253240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3253237.000000 Penalty: 5028.196289
	Iteration 30Q: 3 clusters Score -3253237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3253241.500000 Penalty: 5028.196289
	Iteration 31Q: 3 clusters Score -3253242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3253245.000000 Penalty: 5028.196289
	Iteration 32Q: 3 clusters Score -3253245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3253242.250000 Penalty: 5028.196289
	Iteration 33Q: 3 clusters Score -3253242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3253241.750000 Penalty: 5028.196289
	Iteration 34Q: 3 clusters Score -3253242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3253245.000000 Penalty: 5028.196289
	Iteration 35Q: 3 clusters Score -3253245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3253244.750000 Penalty: 5028.196289
	Iteration 36Q: 3 clusters Score -3253245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3253243.500000 Penalty: 5028.196289
	Iteration 37Q: 3 clusters Score -3253244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3253248.000000 Penalty: 5028.196289
	Iteration 38Q: 3 clusters Score -3253248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3253248.000000 Penalty: 5028.196289
	Iteration 39Q: 3 clusters Score -3253248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3253251.500000 Penalty: 5028.196289
	Iteration 40F: 3 clusters Score -3253252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3253248.000000 Penalty: 5028.196289
	Iteration 41Q: 3 clusters Score -3253248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3253248.000000 Penalty: 5028.196289
	Iteration 42F: 3 clusters Score -3253248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Entering Unmasked Estep 
Score: -1001253.750000 Penalty: 2216.364990
	Iteration 0F: 2 clusters Score -1001254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -995148.187500 Penalty: 4432.729980
	Iteration 0F: 3 clusters Score -995148.2 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -996802.500000 Penalty: 4432.729980
	Iteration 1F: 3 clusters Score -996802.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -997045.437500 Penalty: 4432.729980
	Iteration 2F: 3 clusters Score -997045.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -997207.000000 Penalty: 4432.729980
	Iteration 3Q: 3 clusters Score -997207 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -997338.312500 Penalty: 4432.729980
	Iteration 4Q: 3 clusters Score -997338.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -997438.312500 Penalty: 4432.729980
	Iteration 5Q: 3 clusters Score -997438.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -997524.562500 Penalty: 4432.729980
	Iteration 6Q: 3 clusters Score -997524.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -997592.062500 Penalty: 4432.729980
	Iteration 7Q: 3 clusters Score -997592.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -997658.125000 Penalty: 4432.729980
	Iteration 8Q: 3 clusters Score -997658.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -997731.125000 Penalty: 4432.729980
	Iteration 9Q: 3 clusters Score -997731.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -997790.125000 Penalty: 4432.729980
	Iteration 10Q: 3 clusters Score -997790.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -997842.437500 Penalty: 4432.729980
	Iteration 11Q: 3 clusters Score -997842.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -997899.250000 Penalty: 4432.729980
	Iteration 12Q: 3 clusters Score -997899.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -997958.250000 Penalty: 4432.729980
	Iteration 13Q: 3 clusters Score -997958.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -998038.000000 Penalty: 4432.729980
	Iteration 14Q: 3 clusters Score -998038 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -998127.937500 Penalty: 4432.729980
	Iteration 15Q: 3 clusters Score -998127.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -998207.375000 Penalty: 4432.729980
	Iteration 16Q: 3 clusters Score -998207.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -998303.125000 Penalty: 4432.729980
	Iteration 17Q: 3 clusters Score -998303.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -998401.437500 Penalty: 4432.729980
	Iteration 18Q: 3 clusters Score -998401.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -998500.250000 Penalty: 4432.729980
	Iteration 19Q: 3 clusters Score -998500.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -998622.625000 Penalty: 4432.729980
	Iteration 20F: 3 clusters Score -998622.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -998758.125000 Penalty: 4432.729980
	Iteration 21Q: 3 clusters Score -998758.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -998865.250000 Penalty: 4432.729980
	Iteration 22Q: 3 clusters Score -998865.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -998955.062500 Penalty: 4432.729980
	Iteration 23Q: 3 clusters Score -998955.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -999020.937500 Penalty: 4432.729980
	Iteration 24Q: 3 clusters Score -999020.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -999066.750000 Penalty: 4432.729980
	Iteration 25Q: 3 clusters Score -999066.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -999120.000000 Penalty: 4432.729980
	Iteration 26Q: 3 clusters Score -999120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -999161.562500 Penalty: 4432.729980
	Iteration 27Q: 3 clusters Score -999161.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -999188.000000 Penalty: 4432.729980
	Iteration 28Q: 3 clusters Score -999188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -999206.687500 Penalty: 4432.729980
	Iteration 29Q: 3 clusters Score -999206.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -999231.312500 Penalty: 4432.729980
	Iteration 30Q: 3 clusters Score -999231.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -999250.750000 Penalty: 4432.729980
	Iteration 31Q: 3 clusters Score -999250.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -999267.500000 Penalty: 4432.729980
	Iteration 32Q: 3 clusters Score -999267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -999277.875000 Penalty: 4432.729980
	Iteration 33Q: 3 clusters Score -999277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -999290.625000 Penalty: 4432.729980
	Iteration 34Q: 3 clusters Score -999290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -999298.625000 Penalty: 4432.729980
	Iteration 35Q: 3 clusters Score -999298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -999308.062500 Penalty: 4432.729980
	Iteration 36Q: 3 clusters Score -999308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -999316.437500 Penalty: 4432.729980
	Iteration 37Q: 3 clusters Score -999316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -999323.000000 Penalty: 4432.729980
	Iteration 38Q: 3 clusters Score -999323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -999329.500000 Penalty: 4432.729980
	Iteration 39Q: 3 clusters Score -999329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -999335.062500 Penalty: 4432.729980
	Iteration 40F: 3 clusters Score -999335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -999338.250000 Penalty: 4432.729980
	Iteration 41Q: 3 clusters Score -999338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -999342.375000 Penalty: 4432.729980
	Iteration 42Q: 3 clusters Score -999342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -999342.375000 Penalty: 4432.729980
	Iteration 43F: 3 clusters Score -999342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -795920.625000 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -795920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -790484.437500 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -790484.4 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -791958.812500 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -791958.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -792358.875000 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -792358.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -792805.500000 Penalty: 4352.442383
	Iteration 3F: 3 clusters Score -792805.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -793140.875000 Penalty: 4352.442383
	Iteration 4F: 3 clusters Score -793140.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -793376.937500 Penalty: 4352.442383
	Iteration 5F: 3 clusters Score -793376.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -793520.750000 Penalty: 4352.442383
	Iteration 6Q: 3 clusters Score -793520.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -793631.062500 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -793631.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -793733.000000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -793733 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -793823.250000 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -793823.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -793904.937500 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -793904.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -793967.062500 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -793967.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -794014.125000 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -794014.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -794059.812500 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -794059.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -794094.500000 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -794094.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -794123.312500 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -794123.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -794143.812500 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -794143.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -794157.625000 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -794157.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -794161.937500 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -794161.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -794168.187500 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -794168.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -794175.437500 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -794175.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -794187.687500 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -794187.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -794196.437500 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -794196.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -794203.437500 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -794203.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -794209.437500 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -794209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -794211.875000 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -794211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -794214.000000 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -794214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -794220.500000 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -794220.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -794222.750000 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -794222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -794225.937500 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -794225.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -794229.000000 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -794229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -794231.562500 Penalty: 4352.442383
	Iteration 31Q: 3 clusters Score -794231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -794232.937500 Penalty: 4352.442383
	Iteration 32Q: 3 clusters Score -794232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -794234.750000 Penalty: 4352.442383
	Iteration 33Q: 3 clusters Score -794234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -794236.812500 Penalty: 4352.442383
	Iteration 34Q: 3 clusters Score -794236.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -794241.500000 Penalty: 4352.442383
	Iteration 35Q: 3 clusters Score -794241.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -794244.937500 Penalty: 4352.442383
	Iteration 36Q: 3 clusters Score -794244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -794247.687500 Penalty: 4352.442383
	Iteration 37Q: 3 clusters Score -794247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -794253.937500 Penalty: 4352.442383
	Iteration 38Q: 3 clusters Score -794253.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -794256.437500 Penalty: 4352.442383
	Iteration 39Q: 3 clusters Score -794256.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -794262.687500 Penalty: 4352.442383
	Iteration 40F: 3 clusters Score -794262.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -794267.437500 Penalty: 4352.442383
	Iteration 41Q: 3 clusters Score -794267.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -794272.875000 Penalty: 4352.442383
	Iteration 42Q: 3 clusters Score -794272.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -794278.875000 Penalty: 4352.442383
	Iteration 43Q: 3 clusters Score -794278.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -794283.125000 Penalty: 4352.442383
	Iteration 44Q: 3 clusters Score -794283.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -794285.250000 Penalty: 4352.442383
	Iteration 45Q: 3 clusters Score -794285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -794292.312500 Penalty: 4352.442383
	Iteration 46Q: 3 clusters Score -794292.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -794300.000000 Penalty: 4352.442383
	Iteration 47Q: 3 clusters Score -794300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -794307.625000 Penalty: 4352.442383
	Iteration 48Q: 3 clusters Score -794307.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -794314.000000 Penalty: 4352.442383
	Iteration 49Q: 3 clusters Score -794314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -794315.562500 Penalty: 4352.442383
	Iteration 50Q: 3 clusters Score -794315.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -794321.750000 Penalty: 4352.442383
	Iteration 51Q: 3 clusters Score -794321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -794325.437500 Penalty: 4352.442383
	Iteration 52Q: 3 clusters Score -794325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -794330.062500 Penalty: 4352.442383
	Iteration 53Q: 3 clusters Score -794330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -794334.062500 Penalty: 4352.442383
	Iteration 54Q: 3 clusters Score -794334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -794341.000000 Penalty: 4352.442383
	Iteration 55Q: 3 clusters Score -794341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -794345.875000 Penalty: 4352.442383
	Iteration 56Q: 3 clusters Score -794345.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -794354.750000 Penalty: 4352.442383
	Iteration 57Q: 3 clusters Score -794354.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -794370.125000 Penalty: 4352.442383
	Iteration 58Q: 3 clusters Score -794370.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -794380.750000 Penalty: 4352.442383
	Iteration 59Q: 3 clusters Score -794380.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -794388.500000 Penalty: 4352.442383
	Iteration 60F: 3 clusters Score -794388.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -794396.375000 Penalty: 4352.442383
	Iteration 61Q: 3 clusters Score -794396.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -794401.875000 Penalty: 4352.442383
	Iteration 62Q: 3 clusters Score -794401.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -794412.687500 Penalty: 4352.442383
	Iteration 63Q: 3 clusters Score -794412.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -794422.750000 Penalty: 4352.442383
	Iteration 64Q: 3 clusters Score -794422.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -794435.312500 Penalty: 4352.442383
	Iteration 65Q: 3 clusters Score -794435.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -794452.750000 Penalty: 4352.442383
	Iteration 66Q: 3 clusters Score -794452.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -794469.125000 Penalty: 4352.442383
	Iteration 67Q: 3 clusters Score -794469.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -794487.312500 Penalty: 4352.442383
	Iteration 68Q: 3 clusters Score -794487.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -794500.312500 Penalty: 4352.442383
	Iteration 69Q: 3 clusters Score -794500.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -794516.500000 Penalty: 4352.442383
	Iteration 70Q: 3 clusters Score -794516.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -794541.312500 Penalty: 4352.442383
	Iteration 71Q: 3 clusters Score -794541.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -794570.125000 Penalty: 4352.442383
	Iteration 72Q: 3 clusters Score -794570.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -794613.437500 Penalty: 4352.442383
	Iteration 73Q: 3 clusters Score -794613.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -794652.000000 Penalty: 4352.442383
	Iteration 74Q: 3 clusters Score -794652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -794700.437500 Penalty: 4352.442383
	Iteration 75Q: 3 clusters Score -794700.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -794749.812500 Penalty: 4352.442383
	Iteration 76Q: 3 clusters Score -794749.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -794813.187500 Penalty: 4352.442383
	Iteration 77Q: 3 clusters Score -794813.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -794879.187500 Penalty: 4352.442383
	Iteration 78Q: 3 clusters Score -794879.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -794931.875000 Penalty: 4352.442383
	Iteration 79Q: 3 clusters Score -794931.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -794969.187500 Penalty: 4352.442383
	Iteration 80F: 3 clusters Score -794969.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -794998.125000 Penalty: 4352.442383
	Iteration 81Q: 3 clusters Score -794998.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -795020.375000 Penalty: 4352.442383
	Iteration 82Q: 3 clusters Score -795020.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -795040.000000 Penalty: 4352.442383
	Iteration 83Q: 3 clusters Score -795040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -795059.500000 Penalty: 4352.442383
	Iteration 84Q: 3 clusters Score -795059.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -795069.562500 Penalty: 4352.442383
	Iteration 85Q: 3 clusters Score -795069.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -795074.937500 Penalty: 4352.442383
	Iteration 86Q: 3 clusters Score -795074.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -795080.062500 Penalty: 4352.442383
	Iteration 87Q: 3 clusters Score -795080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -795087.500000 Penalty: 4352.442383
	Iteration 88Q: 3 clusters Score -795087.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -795094.562500 Penalty: 4352.442383
	Iteration 89Q: 3 clusters Score -795094.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -795102.000000 Penalty: 4352.442383
	Iteration 90Q: 3 clusters Score -795102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -795105.375000 Penalty: 4352.442383
	Iteration 91Q: 3 clusters Score -795105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -795106.062500 Penalty: 4352.442383
	Iteration 92Q: 3 clusters Score -795106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -795108.812500 Penalty: 4352.442383
	Iteration 93Q: 3 clusters Score -795108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -795108.500000 Penalty: 4352.442383
	Iteration 94Q: 3 clusters Score -795108.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -795112.312500 Penalty: 4352.442383
	Iteration 95Q: 3 clusters Score -795112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -795113.625000 Penalty: 4352.442383
	Iteration 96Q: 3 clusters Score -795113.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -795115.062500 Penalty: 4352.442383
	Iteration 97Q: 3 clusters Score -795115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -795114.625000 Penalty: 4352.442383
	Iteration 98Q: 3 clusters Score -795114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -795116.687500 Penalty: 4352.442383
	Iteration 99Q: 3 clusters Score -795116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -795119.437500 Penalty: 4352.442383
	Iteration 100F: 3 clusters Score -795119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -795119.750000 Penalty: 4352.442383
	Iteration 101Q: 3 clusters Score -795119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -795120.000000 Penalty: 4352.442383
	Iteration 102Q: 3 clusters Score -795120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -795120.000000 Penalty: 4352.442383
	Iteration 103F: 3 clusters Score -795120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -1281897.875000 Penalty: 2289.488525
	Iteration 0F: 2 clusters Score -1281898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1274117.375000 Penalty: 4578.977051
	Iteration 0F: 3 clusters Score -1274117 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1276603.000000 Penalty: 4578.977051
	Iteration 1F: 3 clusters Score -1276603 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1277275.375000 Penalty: 4578.977051
	Iteration 2F: 3 clusters Score -1277275 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1277978.875000 Penalty: 4578.977051
	Iteration 3F: 3 clusters Score -1277979 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1278714.625000 Penalty: 4578.977051
	Iteration 4F: 3 clusters Score -1278715 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1279412.125000 Penalty: 4578.977051
	Iteration 5F: 3 clusters Score -1279412 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1279979.625000 Penalty: 4578.977051
	Iteration 6F: 3 clusters Score -1279980 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1280353.625000 Penalty: 4578.977051
	Iteration 7F: 3 clusters Score -1280354 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1280567.250000 Penalty: 4578.977051
	Iteration 8Q: 3 clusters Score -1280567 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1280673.750000 Penalty: 4578.977051
	Iteration 9Q: 3 clusters Score -1280674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1280745.250000 Penalty: 4578.977051
	Iteration 10Q: 3 clusters Score -1280745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1280804.500000 Penalty: 4578.977051
	Iteration 11Q: 3 clusters Score -1280804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1280874.250000 Penalty: 4578.977051
	Iteration 12Q: 3 clusters Score -1280874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1280947.000000 Penalty: 4578.977051
	Iteration 13Q: 3 clusters Score -1280947 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1281019.750000 Penalty: 4578.977051
	Iteration 14Q: 3 clusters Score -1281020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1281081.125000 Penalty: 4578.977051
	Iteration 15Q: 3 clusters Score -1281081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1281142.875000 Penalty: 4578.977051
	Iteration 16Q: 3 clusters Score -1281143 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1281212.125000 Penalty: 4578.977051
	Iteration 17Q: 3 clusters Score -1281212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1281281.000000 Penalty: 4578.977051
	Iteration 18Q: 3 clusters Score -1281281 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1281339.000000 Penalty: 4578.977051
	Iteration 19Q: 3 clusters Score -1281339 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1281393.625000 Penalty: 4578.977051
	Iteration 20F: 3 clusters Score -1281394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1281446.750000 Penalty: 4578.977051
	Iteration 21Q: 3 clusters Score -1281447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1281499.250000 Penalty: 4578.977051
	Iteration 22Q: 3 clusters Score -1281499 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1281557.625000 Penalty: 4578.977051
	Iteration 23Q: 3 clusters Score -1281558 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1281620.625000 Penalty: 4578.977051
	Iteration 24Q: 3 clusters Score -1281621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1281695.875000 Penalty: 4578.977051
	Iteration 25Q: 3 clusters Score -1281696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1281781.500000 Penalty: 4578.977051
	Iteration 26Q: 3 clusters Score -1281782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1281868.125000 Penalty: 4578.977051
	Iteration 27Q: 3 clusters Score -1281868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1281972.750000 Penalty: 4578.977051
	Iteration 28Q: 3 clusters Score -1281973 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1282101.625000 Penalty: 4578.977051
	Iteration 29Q: 3 clusters Score -1282102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1282219.250000 Penalty: 4578.977051
	Iteration 30Q: 3 clusters Score -1282219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1282341.000000 Penalty: 4578.977051
	Iteration 31Q: 3 clusters Score -1282341 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1282441.375000 Penalty: 4578.977051
	Iteration 32Q: 3 clusters Score -1282441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1282523.125000 Penalty: 4578.977051
	Iteration 33Q: 3 clusters Score -1282523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1282580.125000 Penalty: 4578.977051
	Iteration 34Q: 3 clusters Score -1282580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1282639.750000 Penalty: 4578.977051
	Iteration 35Q: 3 clusters Score -1282640 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1282689.250000 Penalty: 4578.977051
	Iteration 36Q: 3 clusters Score -1282689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1282716.500000 Penalty: 4578.977051
	Iteration 37Q: 3 clusters Score -1282716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1282741.125000 Penalty: 4578.977051
	Iteration 38Q: 3 clusters Score -1282741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1282769.250000 Penalty: 4578.977051
	Iteration 39Q: 3 clusters Score -1282769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1282797.000000 Penalty: 4578.977051
	Iteration 40F: 3 clusters Score -1282797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1282812.500000 Penalty: 4578.977051
	Iteration 41Q: 3 clusters Score -1282812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1282831.500000 Penalty: 4578.977051
	Iteration 42Q: 3 clusters Score -1282832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1282852.875000 Penalty: 4578.977051
	Iteration 43Q: 3 clusters Score -1282853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1282880.500000 Penalty: 4578.977051
	Iteration 44Q: 3 clusters Score -1282880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1282896.375000 Penalty: 4578.977051
	Iteration 45Q: 3 clusters Score -1282896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1282917.500000 Penalty: 4578.977051
	Iteration 46Q: 3 clusters Score -1282918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1282931.625000 Penalty: 4578.977051
	Iteration 47Q: 3 clusters Score -1282932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1282946.750000 Penalty: 4578.977051
	Iteration 48Q: 3 clusters Score -1282947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1282959.875000 Penalty: 4578.977051
	Iteration 49Q: 3 clusters Score -1282960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1282975.500000 Penalty: 4578.977051
	Iteration 50Q: 3 clusters Score -1282976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1282989.000000 Penalty: 4578.977051
	Iteration 51Q: 3 clusters Score -1282989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1283009.875000 Penalty: 4578.977051
	Iteration 52Q: 3 clusters Score -1283010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1283022.625000 Penalty: 4578.977051
	Iteration 53Q: 3 clusters Score -1283023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1283045.875000 Penalty: 4578.977051
	Iteration 54Q: 3 clusters Score -1283046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1283077.625000 Penalty: 4578.977051
	Iteration 55Q: 3 clusters Score -1283078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1283106.375000 Penalty: 4578.977051
	Iteration 56Q: 3 clusters Score -1283106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1283146.625000 Penalty: 4578.977051
	Iteration 57Q: 3 clusters Score -1283147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1283202.375000 Penalty: 4578.977051
	Iteration 58Q: 3 clusters Score -1283202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1283299.125000 Penalty: 4578.977051
	Iteration 59Q: 3 clusters Score -1283299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1283450.250000 Penalty: 4578.977051
	Iteration 60F: 3 clusters Score -1283450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1283679.125000 Penalty: 4578.977051
	Iteration 61Q: 3 clusters Score -1283679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1284026.125000 Penalty: 4578.977051
	Iteration 62Q: 3 clusters Score -1284026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1284462.375000 Penalty: 4578.977051
	Iteration 63Q: 3 clusters Score -1284462 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1284762.500000 Penalty: 4578.977051
	Iteration 64Q: 3 clusters Score -1284762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1284871.875000 Penalty: 4578.977051
	Iteration 65Q: 3 clusters Score -1284872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1284891.250000 Penalty: 4578.977051
	Iteration 66Q: 3 clusters Score -1284891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1284899.250000 Penalty: 4578.977051
	Iteration 67Q: 3 clusters Score -1284899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1284901.500000 Penalty: 4578.977051
	Iteration 68Q: 3 clusters Score -1284902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1284902.000000 Penalty: 4578.977051
	Iteration 69Q: 3 clusters Score -1284902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1284902.875000 Penalty: 4578.977051
	Iteration 70Q: 3 clusters Score -1284903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1284902.875000 Penalty: 4578.977051
	Iteration 71F: 3 clusters Score -1284903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 5809 members 
Entering Unmasked Estep 
Score: -111183152.000000 Penalty: 125624.593750
Splitting cluster 13 changes total score from -111180944.000000 to -111183152.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 14 (17667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Entering Unmasked Estep 
Score: -2170664.250000 Penalty: 2425.304688
	Iteration 0F: 2 clusters Score -2170664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2158115.000000 Penalty: 4850.609375
	Iteration 0F: 3 clusters Score -2158115 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2162385.500000 Penalty: 4850.609375
	Iteration 1F: 3 clusters Score -2162386 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2163081.000000 Penalty: 4850.609375
	Iteration 2F: 3 clusters Score -2163081 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2163820.500000 Penalty: 4850.609375
	Iteration 3F: 3 clusters Score -2163820 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2164648.000000 Penalty: 4850.609375
	Iteration 4F: 3 clusters Score -2164648 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2165493.500000 Penalty: 4850.609375
	Iteration 5F: 3 clusters Score -2165494 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2166179.500000 Penalty: 4850.609375
	Iteration 6F: 3 clusters Score -2166180 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2166735.250000 Penalty: 4850.609375
	Iteration 7F: 3 clusters Score -2166735 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2167132.500000 Penalty: 4850.609375
	Iteration 8Q: 3 clusters Score -2167132 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2167397.250000 Penalty: 4850.609375
	Iteration 9Q: 3 clusters Score -2167397 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2167594.000000 Penalty: 4850.609375
	Iteration 10Q: 3 clusters Score -2167594 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2167754.750000 Penalty: 4850.609375
	Iteration 11Q: 3 clusters Score -2167755 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2167876.000000 Penalty: 4850.609375
	Iteration 12Q: 3 clusters Score -2167876 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2167985.500000 Penalty: 4850.609375
	Iteration 13Q: 3 clusters Score -2167986 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2168081.750000 Penalty: 4850.609375
	Iteration 14Q: 3 clusters Score -2168082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2168174.250000 Penalty: 4850.609375
	Iteration 15Q: 3 clusters Score -2168174 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2168275.500000 Penalty: 4850.609375
	Iteration 16Q: 3 clusters Score -2168276 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2168349.250000 Penalty: 4850.609375
	Iteration 17Q: 3 clusters Score -2168349 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2168447.000000 Penalty: 4850.609375
	Iteration 18Q: 3 clusters Score -2168447 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2168538.750000 Penalty: 4850.609375
	Iteration 19Q: 3 clusters Score -2168539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2168631.750000 Penalty: 4850.609375
	Iteration 20F: 3 clusters Score -2168632 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2168726.250000 Penalty: 4850.609375
	Iteration 21Q: 3 clusters Score -2168726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2168824.750000 Penalty: 4850.609375
	Iteration 22Q: 3 clusters Score -2168825 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2168931.500000 Penalty: 4850.609375
	Iteration 23Q: 3 clusters Score -2168932 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2169053.000000 Penalty: 4850.609375
	Iteration 24Q: 3 clusters Score -2169053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2169156.250000 Penalty: 4850.609375
	Iteration 25Q: 3 clusters Score -2169156 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2169264.250000 Penalty: 4850.609375
	Iteration 26Q: 3 clusters Score -2169264 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2169375.250000 Penalty: 4850.609375
	Iteration 27Q: 3 clusters Score -2169375 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2169468.250000 Penalty: 4850.609375
	Iteration 28Q: 3 clusters Score -2169468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2169568.000000 Penalty: 4850.609375
	Iteration 29Q: 3 clusters Score -2169568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2169645.500000 Penalty: 4850.609375
	Iteration 30Q: 3 clusters Score -2169646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2169704.500000 Penalty: 4850.609375
	Iteration 31Q: 3 clusters Score -2169704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2169743.750000 Penalty: 4850.609375
	Iteration 32Q: 3 clusters Score -2169744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2169768.250000 Penalty: 4850.609375
	Iteration 33Q: 3 clusters Score -2169768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2169778.750000 Penalty: 4850.609375
	Iteration 34Q: 3 clusters Score -2169779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2169797.000000 Penalty: 4850.609375
	Iteration 35Q: 3 clusters Score -2169797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2169819.500000 Penalty: 4850.609375
	Iteration 36Q: 3 clusters Score -2169820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2169824.750000 Penalty: 4850.609375
	Iteration 37Q: 3 clusters Score -2169825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2169836.500000 Penalty: 4850.609375
	Iteration 38Q: 3 clusters Score -2169836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2169843.000000 Penalty: 4850.609375
	Iteration 39Q: 3 clusters Score -2169843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2169852.500000 Penalty: 4850.609375
	Iteration 40F: 3 clusters Score -2169852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2169852.500000 Penalty: 4850.609375
	Iteration 41Q: 3 clusters Score -2169852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2169856.250000 Penalty: 4850.609375
	Iteration 42Q: 3 clusters Score -2169856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2169857.500000 Penalty: 4850.609375
	Iteration 43Q: 3 clusters Score -2169858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2169859.500000 Penalty: 4850.609375
	Iteration 44Q: 3 clusters Score -2169860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2169860.000000 Penalty: 4850.609375
	Iteration 45Q: 3 clusters Score -2169860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2169861.500000 Penalty: 4850.609375
	Iteration 46Q: 3 clusters Score -2169862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2169861.000000 Penalty: 4850.609375
	Iteration 47Q: 3 clusters Score -2169861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2169861.000000 Penalty: 4850.609375
	Iteration 48F: 3 clusters Score -2169861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Entering Unmasked Estep 
Score: -3718930.250000 Penalty: 2543.350830
	Iteration 0F: 2 clusters Score -3718930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3699602.250000 Penalty: 5086.701660
	Iteration 0F: 3 clusters Score -3699602 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3706219.250000 Penalty: 5086.701660
	Iteration 1F: 3 clusters Score -3706219 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3706714.250000 Penalty: 5086.701660
	Iteration 2Q: 3 clusters Score -3706714 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3707119.500000 Penalty: 5086.701660
	Iteration 3Q: 3 clusters Score -3707120 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3707468.500000 Penalty: 5086.701660
	Iteration 4Q: 3 clusters Score -3707468 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3707803.000000 Penalty: 5086.701660
	Iteration 5Q: 3 clusters Score -3707803 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3708178.250000 Penalty: 5086.701660
	Iteration 6Q: 3 clusters Score -3708178 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3708587.500000 Penalty: 5086.701660
	Iteration 7Q: 3 clusters Score -3708588 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3709002.000000 Penalty: 5086.701660
	Iteration 8Q: 3 clusters Score -3709002 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3709408.750000 Penalty: 5086.701660
	Iteration 9Q: 3 clusters Score -3709409 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3709816.750000 Penalty: 5086.701660
	Iteration 10Q: 3 clusters Score -3709817 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3710176.750000 Penalty: 5086.701660
	Iteration 11Q: 3 clusters Score -3710177 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3710462.000000 Penalty: 5086.701660
	Iteration 12Q: 3 clusters Score -3710462 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3710667.500000 Penalty: 5086.701660
	Iteration 13Q: 3 clusters Score -3710668 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3710798.500000 Penalty: 5086.701660
	Iteration 14Q: 3 clusters Score -3710798 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3710907.750000 Penalty: 5086.701660
	Iteration 15Q: 3 clusters Score -3710908 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3710979.500000 Penalty: 5086.701660
	Iteration 16Q: 3 clusters Score -3710980 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3711033.750000 Penalty: 5086.701660
	Iteration 17Q: 3 clusters Score -3711034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3711094.750000 Penalty: 5086.701660
	Iteration 18Q: 3 clusters Score -3711095 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3711133.000000 Penalty: 5086.701660
	Iteration 19Q: 3 clusters Score -3711133 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3711147.000000 Penalty: 5086.701660
	Iteration 20F: 3 clusters Score -3711147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3711161.250000 Penalty: 5086.701660
	Iteration 21Q: 3 clusters Score -3711161 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3711183.750000 Penalty: 5086.701660
	Iteration 22Q: 3 clusters Score -3711184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3711191.750000 Penalty: 5086.701660
	Iteration 23Q: 3 clusters Score -3711192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3711208.500000 Penalty: 5086.701660
	Iteration 24Q: 3 clusters Score -3711208 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3711214.000000 Penalty: 5086.701660
	Iteration 25Q: 3 clusters Score -3711214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3711230.000000 Penalty: 5086.701660
	Iteration 26Q: 3 clusters Score -3711230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3711259.750000 Penalty: 5086.701660
	Iteration 27Q: 3 clusters Score -3711260 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3711303.750000 Penalty: 5086.701660
	Iteration 28Q: 3 clusters Score -3711304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3711330.500000 Penalty: 5086.701660
	Iteration 29Q: 3 clusters Score -3711330 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3711372.000000 Penalty: 5086.701660
	Iteration 30Q: 3 clusters Score -3711372 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3711437.500000 Penalty: 5086.701660
	Iteration 31Q: 3 clusters Score -3711438 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3711517.000000 Penalty: 5086.701660
	Iteration 32Q: 3 clusters Score -3711517 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3711627.750000 Penalty: 5086.701660
	Iteration 33Q: 3 clusters Score -3711628 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3711792.000000 Penalty: 5086.701660
	Iteration 34Q: 3 clusters Score -3711792 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3712036.500000 Penalty: 5086.701660
	Iteration 35Q: 3 clusters Score -3712036 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3712314.000000 Penalty: 5086.701660
	Iteration 36Q: 3 clusters Score -3712314 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3712738.250000 Penalty: 5086.701660
	Iteration 37Q: 3 clusters Score -3712738 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3713183.750000 Penalty: 5086.701660
	Iteration 38Q: 3 clusters Score -3713184 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3713659.250000 Penalty: 5086.701660
	Iteration 39Q: 3 clusters Score -3713659 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3714140.000000 Penalty: 5086.701660
	Iteration 40F: 3 clusters Score -3714140 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3714597.750000 Penalty: 5086.701660
	Iteration 41Q: 3 clusters Score -3714598 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3714984.000000 Penalty: 5086.701660
	Iteration 42Q: 3 clusters Score -3714984 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3715286.250000 Penalty: 5086.701660
	Iteration 43Q: 3 clusters Score -3715286 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3715579.750000 Penalty: 5086.701660
	Iteration 44Q: 3 clusters Score -3715580 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3715799.500000 Penalty: 5086.701660
	Iteration 45Q: 3 clusters Score -3715800 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3716011.000000 Penalty: 5086.701660
	Iteration 46Q: 3 clusters Score -3716011 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3716151.500000 Penalty: 5086.701660
	Iteration 47Q: 3 clusters Score -3716152 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3716270.000000 Penalty: 5086.701660
	Iteration 48Q: 3 clusters Score -3716270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3716374.250000 Penalty: 5086.701660
	Iteration 49Q: 3 clusters Score -3716374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3716466.250000 Penalty: 5086.701660
	Iteration 50Q: 3 clusters Score -3716466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3716531.500000 Penalty: 5086.701660
	Iteration 51Q: 3 clusters Score -3716532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3716591.500000 Penalty: 5086.701660
	Iteration 52Q: 3 clusters Score -3716592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3716638.250000 Penalty: 5086.701660
	Iteration 53Q: 3 clusters Score -3716638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3716677.000000 Penalty: 5086.701660
	Iteration 54Q: 3 clusters Score -3716677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3716693.250000 Penalty: 5086.701660
	Iteration 55Q: 3 clusters Score -3716693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3716711.750000 Penalty: 5086.701660
	Iteration 56Q: 3 clusters Score -3716712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3716718.500000 Penalty: 5086.701660
	Iteration 57Q: 3 clusters Score -3716718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3716721.250000 Penalty: 5086.701660
	Iteration 58Q: 3 clusters Score -3716721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3716721.750000 Penalty: 5086.701660
	Iteration 59Q: 3 clusters Score -3716722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3716719.500000 Penalty: 5086.701660
	Iteration 60F: 3 clusters Score -3716720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3716723.250000 Penalty: 5086.701660
	Iteration 61Q: 3 clusters Score -3716723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3716724.500000 Penalty: 5086.701660
	Iteration 62Q: 3 clusters Score -3716724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3716725.500000 Penalty: 5086.701660
	Iteration 63Q: 3 clusters Score -3716726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3716723.750000 Penalty: 5086.701660
	Iteration 64Q: 3 clusters Score -3716724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3716724.750000 Penalty: 5086.701660
	Iteration 65Q: 3 clusters Score -3716725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3716726.750000 Penalty: 5086.701660
	Iteration 66Q: 3 clusters Score -3716727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3716727.250000 Penalty: 5086.701660
	Iteration 67Q: 3 clusters Score -3716727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3716728.250000 Penalty: 5086.701660
	Iteration 68Q: 3 clusters Score -3716728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3716733.000000 Penalty: 5086.701660
	Iteration 69Q: 3 clusters Score -3716733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3716733.500000 Penalty: 5086.701660
	Iteration 70Q: 3 clusters Score -3716734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3716731.000000 Penalty: 5086.701660
	Iteration 71Q: 3 clusters Score -3716731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3716731.000000 Penalty: 5086.701660
	Iteration 72F: 3 clusters Score -3716731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -464272.437500 Penalty: 2021.745117
	Iteration 0F: 2 clusters Score -464272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -460699.156250 Penalty: 4043.490234
	Iteration 0F: 3 clusters Score -460699.2 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -461418.343750 Penalty: 4043.490234
	Iteration 1F: 3 clusters Score -461418.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -461588.562500 Penalty: 4043.490234
	Iteration 2F: 3 clusters Score -461588.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -461660.937500 Penalty: 4043.490234
	Iteration 3Q: 3 clusters Score -461660.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -461713.406250 Penalty: 4043.490234
	Iteration 4Q: 3 clusters Score -461713.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -461742.937500 Penalty: 4043.490234
	Iteration 5Q: 3 clusters Score -461742.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -461760.250000 Penalty: 4043.490234
	Iteration 6Q: 3 clusters Score -461760.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -461774.562500 Penalty: 4043.490234
	Iteration 7Q: 3 clusters Score -461774.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -461787.312500 Penalty: 4043.490234
	Iteration 8Q: 3 clusters Score -461787.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -461802.156250 Penalty: 4043.490234
	Iteration 9Q: 3 clusters Score -461802.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -461812.718750 Penalty: 4043.490234
	Iteration 10Q: 3 clusters Score -461812.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -461826.718750 Penalty: 4043.490234
	Iteration 11Q: 3 clusters Score -461826.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -461833.531250 Penalty: 4043.490234
	Iteration 12Q: 3 clusters Score -461833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -461838.375000 Penalty: 4043.490234
	Iteration 13Q: 3 clusters Score -461838.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -461842.968750 Penalty: 4043.490234
	Iteration 14Q: 3 clusters Score -461843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -461847.562500 Penalty: 4043.490234
	Iteration 15Q: 3 clusters Score -461847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -461853.218750 Penalty: 4043.490234
	Iteration 16Q: 3 clusters Score -461853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -461856.312500 Penalty: 4043.490234
	Iteration 17Q: 3 clusters Score -461856.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -461860.062500 Penalty: 4043.490234
	Iteration 18Q: 3 clusters Score -461860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461862.500000 Penalty: 4043.490234
	Iteration 19Q: 3 clusters Score -461862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461865.156250 Penalty: 4043.490234
	Iteration 20F: 3 clusters Score -461865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -461866.812500 Penalty: 4043.490234
	Iteration 21Q: 3 clusters Score -461866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -461867.906250 Penalty: 4043.490234
	Iteration 22Q: 3 clusters Score -461867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -461869.625000 Penalty: 4043.490234
	Iteration 23Q: 3 clusters Score -461869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -461871.093750 Penalty: 4043.490234
	Iteration 24Q: 3 clusters Score -461871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -461873.281250 Penalty: 4043.490234
	Iteration 25Q: 3 clusters Score -461873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -461875.937500 Penalty: 4043.490234
	Iteration 26Q: 3 clusters Score -461875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -461876.281250 Penalty: 4043.490234
	Iteration 27Q: 3 clusters Score -461876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -461877.031250 Penalty: 4043.490234
	Iteration 28Q: 3 clusters Score -461877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -461877.218750 Penalty: 4043.490234
	Iteration 29Q: 3 clusters Score -461877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -461876.687500 Penalty: 4043.490234
	Iteration 30Q: 3 clusters Score -461876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -461876.687500 Penalty: 4043.490234
	Iteration 31F: 3 clusters Score -461876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Entering Unmasked Estep 
Score: -6451778.500000 Penalty: 2682.897949
	Iteration 0F: 2 clusters Score -6451778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6418053.500000 Penalty: 5365.795898
	Iteration 0F: 3 clusters Score -6418054 nChanged 23054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -6431338.500000 Penalty: 5365.795898
	Iteration 1F: 3 clusters Score -6431338 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -6432497.500000 Penalty: 5365.795898
	Iteration 2F: 3 clusters Score -6432498 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -6433850.500000 Penalty: 5365.795898
	Iteration 3F: 3 clusters Score -6433850 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -6435284.000000 Penalty: 5365.795898
	Iteration 4F: 3 clusters Score -6435284 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6436663.500000 Penalty: 5365.795898
	Iteration 5F: 3 clusters Score -6436664 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -6437941.000000 Penalty: 5365.795898
	Iteration 6F: 3 clusters Score -6437941 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -6438991.000000 Penalty: 5365.795898
	Iteration 7Q: 3 clusters Score -6438991 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -6439698.500000 Penalty: 5365.795898
	Iteration 8Q: 3 clusters Score -6439698 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -6440308.000000 Penalty: 5365.795898
	Iteration 9Q: 3 clusters Score -6440308 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -6440745.500000 Penalty: 5365.795898
	Iteration 10Q: 3 clusters Score -6440746 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6441125.500000 Penalty: 5365.795898
	Iteration 11Q: 3 clusters Score -6441126 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6441500.000000 Penalty: 5365.795898
	Iteration 12Q: 3 clusters Score -6441500 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -6441810.000000 Penalty: 5365.795898
	Iteration 13Q: 3 clusters Score -6441810 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -6442095.000000 Penalty: 5365.795898
	Iteration 14Q: 3 clusters Score -6442095 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -6442441.500000 Penalty: 5365.795898
	Iteration 15Q: 3 clusters Score -6442442 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -6442773.000000 Penalty: 5365.795898
	Iteration 16Q: 3 clusters Score -6442773 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -6443086.500000 Penalty: 5365.795898
	Iteration 17Q: 3 clusters Score -6443086 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -6443533.500000 Penalty: 5365.795898
	Iteration 18Q: 3 clusters Score -6443534 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -6444028.500000 Penalty: 5365.795898
	Iteration 19Q: 3 clusters Score -6444028 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -6444586.000000 Penalty: 5365.795898
	Iteration 20F: 3 clusters Score -6444586 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -6445198.000000 Penalty: 5365.795898
	Iteration 21Q: 3 clusters Score -6445198 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -6445741.500000 Penalty: 5365.795898
	Iteration 22Q: 3 clusters Score -6445742 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -6446253.000000 Penalty: 5365.795898
	Iteration 23Q: 3 clusters Score -6446253 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -6446789.500000 Penalty: 5365.795898
	Iteration 24Q: 3 clusters Score -6446790 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -6447257.000000 Penalty: 5365.795898
	Iteration 25Q: 3 clusters Score -6447257 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -6447718.500000 Penalty: 5365.795898
	Iteration 26Q: 3 clusters Score -6447718 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6448040.500000 Penalty: 5365.795898
	Iteration 27Q: 3 clusters Score -6448040 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -6448361.500000 Penalty: 5365.795898
	Iteration 28Q: 3 clusters Score -6448362 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -6448651.000000 Penalty: 5365.795898
	Iteration 29Q: 3 clusters Score -6448651 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6448844.500000 Penalty: 5365.795898
	Iteration 30Q: 3 clusters Score -6448844 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6449016.500000 Penalty: 5365.795898
	Iteration 31Q: 3 clusters Score -6449016 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6449183.500000 Penalty: 5365.795898
	Iteration 32Q: 3 clusters Score -6449184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6449292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6449404 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6449509 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6449666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6449784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6449852 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6449942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6450015 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6450083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6450180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6450235.500000 Penalty: 5365.795898
	Iteration 43Q: 3 clusters Score -6450236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6450287.500000 Penalty: 5365.795898
	Iteration 44Q: 3 clusters Score -6450288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6450340.500000 Penalty: 5365.795898
	Iteration 45Q: 3 clusters Score -6450340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -6450380.000000 Penalty: 5365.795898
	Iteration 46Q: 3 clusters Score -6450380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6450402.500000 Penalty: 5365.795898
	Iteration 47Q: 3 clusters Score -6450402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -6450407.500000 Penalty: 5365.795898
	Iteration 48Q: 3 clusters Score -6450408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -6450419.000000 Penalty: 5365.795898
	Iteration 49Q: 3 clusters Score -6450419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -6450428.500000 Penalty: 5365.795898
	Iteration 50Q: 3 clusters Score -6450428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -6450445.000000 Penalty: 5365.795898
	Iteration 51Q: 3 clusters Score -6450445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -6450445.000000 Penalty: 5365.795898
	Iteration 52Q: 3 clusters Score -6450445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -6450445.000000 Penalty: 5365.795898
	Iteration 53Q: 3 clusters Score -6450445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6450448.500000 Penalty: 5365.795898
	Iteration 54Q: 3 clusters Score -6450448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6450453.500000 Penalty: 5365.795898
	Iteration 55Q: 3 clusters Score -6450454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -6450461.500000 Penalty: 5365.795898
	Iteration 56Q: 3 clusters Score -6450462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6450463.500000 Penalty: 5365.795898
	Iteration 57Q: 3 clusters Score -6450464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6450470.500000 Penalty: 5365.795898
	Iteration 58Q: 3 clusters Score -6450470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -6450479.000000 Penalty: 5365.795898
	Iteration 59Q: 3 clusters Score -6450479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6450490.500000 Penalty: 5365.795898
	Iteration 60F: 3 clusters Score -6450490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -6450492.000000 Penalty: 5365.795898
	Iteration 61Q: 3 clusters Score -6450492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6450504.000000 Penalty: 5365.795898
	Iteration 62Q: 3 clusters Score -6450504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6450497.500000 Penalty: 5365.795898
	Iteration 63Q: 3 clusters Score -6450498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6450513.000000 Penalty: 5365.795898
	Iteration 64Q: 3 clusters Score -6450513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6450500 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6450490 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6450492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -6450499.000000 Penalty: 5365.795898
	Iteration 68Q: 3 clusters Score -6450499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -6450514.000000 Penalty: 5365.795898
	Iteration 69Q: 3 clusters Score -6450514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -6450512.000000 Penalty: 5365.795898
	Iteration 70Q: 3 clusters Score -6450512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6450509.000000 Penalty: 5365.795898
	Iteration 71Q: 3 clusters Score -6450509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -6450509.000000 Penalty: 5365.795898
	Iteration 72Q: 3 clusters Score -6450509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -6450505.500000 Penalty: 5365.795898
	Iteration 73Q: 3 clusters Score -6450506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -6450513.500000 Penalty: 5365.795898
	Iteration 74Q: 3 clusters Score -6450514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6450520.000000 Penalty: 5365.795898
	Iteration 75Q: 3 clusters Score -6450520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6450524.500000 Penalty: 5365.795898
	Iteration 76Q: 3 clusters Score -6450524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6450523.000000 Penalty: 5365.795898
	Iteration 77Q: 3 clusters Score -6450523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6450521.500000 Penalty: 5365.795898
	Iteration 78Q: 3 clusters Score -6450522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -6450524.500000 Penalty: 5365.795898
	Iteration 79Q: 3 clusters Score -6450524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -6450522.500000 Penalty: 5365.795898
	Iteration 80F: 3 clusters Score -6450522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6450514.000000 Penalty: 5365.795898
	Iteration 81Q: 3 clusters Score -6450514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -6450513.500000 Penalty: 5365.795898
	Iteration 82Q: 3 clusters Score -6450514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -6450512.000000 Penalty: 5365.795898
	Iteration 83Q: 3 clusters Score -6450512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -6450516.000000 Penalty: 5365.795898
	Iteration 84Q: 3 clusters Score -6450516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -6450512.000000 Penalty: 5365.795898
	Iteration 85Q: 3 clusters Score -6450512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -6450519.000000 Penalty: 5365.795898
	Iteration 86Q: 3 clusters Score -6450519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -6450514.000000 Penalty: 5365.795898
	Iteration 87Q: 3 clusters Score -6450514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6450522.000000 Penalty: 5365.795898
	Iteration 88Q: 3 clusters Score -6450522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6450524.000000 Penalty: 5365.795898
	Iteration 89Q: 3 clusters Score -6450524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6450528.000000 Penalty: 5365.795898
	Iteration 90Q: 3 clusters Score -6450528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -6450525.500000 Penalty: 5365.795898
	Iteration 91Q: 3 clusters Score -6450526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -6450537.000000 Penalty: 5365.795898
	Iteration 92Q: 3 clusters Score -6450537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -6450542.000000 Penalty: 5365.795898
	Iteration 93Q: 3 clusters Score -6450542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -6450538.500000 Penalty: 5365.795898
	Iteration 94Q: 3 clusters Score -6450538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -6450545.000000 Penalty: 5365.795898
	Iteration 95Q: 3 clusters Score -6450545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -6450538.500000 Penalty: 5365.795898
	Iteration 96Q: 3 clusters Score -6450538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6450540.000000 Penalty: 5365.795898
	Iteration 97Q: 3 clusters Score -6450540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6450546.000000 Penalty: 5365.795898
	Iteration 98Q: 3 clusters Score -6450546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -6450553.500000 Penalty: 5365.795898
	Iteration 99Q: 3 clusters Score -6450554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -6450549.000000 Penalty: 5365.795898
	Iteration 100F: 3 clusters Score -6450549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -6450548.000000 Penalty: 5365.795898
	Iteration 101Q: 3 clusters Score -6450548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6450548.000000 Penalty: 5365.795898
	Iteration 102Q: 3 clusters Score -6450548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -6450548.000000 Penalty: 5365.795898
	Iteration 103Q: 3 clusters Score -6450548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6450551.500000 Penalty: 5365.795898
	Iteration 104Q: 3 clusters Score -6450552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6450550.500000 Penalty: 5365.795898
	Iteration 105Q: 3 clusters Score -6450550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -6450545.500000 Penalty: 5365.795898
	Iteration 106Q: 3 clusters Score -6450546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6450549.500000 Penalty: 5365.795898
	Iteration 107Q: 3 clusters Score -6450550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -6450546.000000 Penalty: 5365.795898
	Iteration 108Q: 3 clusters Score -6450546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6450546.000000 Penalty: 5365.795898
	Iteration 109Q: 3 clusters Score -6450546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -6450551.500000 Penalty: 5365.795898
	Iteration 110Q: 3 clusters Score -6450552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -6450556.000000 Penalty: 5365.795898
	Iteration 111Q: 3 clusters Score -6450556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6450557.000000 Penalty: 5365.795898
	Iteration 112Q: 3 clusters Score -6450557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6450553.500000 Penalty: 5365.795898
	Iteration 113Q: 3 clusters Score -6450554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6450556.500000 Penalty: 5365.795898
	Iteration 114Q: 3 clusters Score -6450556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -6450557.500000 Penalty: 5365.795898
	Iteration 115Q: 3 clusters Score -6450558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6450559.000000 Penalty: 5365.795898
	Iteration 116Q: 3 clusters Score -6450559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -6450563.000000 Penalty: 5365.795898
	Iteration 117Q: 3 clusters Score -6450563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -6450563.000000 Penalty: 5365.795898
	Iteration 118F: 3 clusters Score -6450563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -688313.312500 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -688313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -683546.062500 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -683546.1 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -684876.062500 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -684876.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -685360.187500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -685360.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -685894.500000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -685894.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -686405.625000 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -686405.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -686828.312500 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -686828.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -687132.062500 Penalty: 4262.792480
	Iteration 6F: 3 clusters Score -687132.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -687280.062500 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -687280.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -687357.500000 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -687357.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -687389.500000 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -687389.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -687406.937500 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -687406.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -687415.937500 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -687415.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -687419.187500 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -687419.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -687422.125000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -687422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -687422.750000 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -687422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -687424.062500 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -687424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -687425.437500 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -687425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -687425.812500 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -687425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -687427.562500 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -687427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -687427.562500 Penalty: 4262.792480
	Iteration 19F: 3 clusters Score -687427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Entering Unmasked Estep 
Score: -1501337.500000 Penalty: 2324.222168
	Iteration 0F: 2 clusters Score -1501338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1492563.750000 Penalty: 4648.444336
	Iteration 0F: 3 clusters Score -1492564 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1495390.250000 Penalty: 4648.444336
	Iteration 1F: 3 clusters Score -1495390 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1495927.750000 Penalty: 4648.444336
	Iteration 2F: 3 clusters Score -1495928 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1496424.500000 Penalty: 4648.444336
	Iteration 3F: 3 clusters Score -1496424 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1496971.500000 Penalty: 4648.444336
	Iteration 4F: 3 clusters Score -1496972 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1497602.000000 Penalty: 4648.444336
	Iteration 5F: 3 clusters Score -1497602 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1498277.125000 Penalty: 4648.444336
	Iteration 6F: 3 clusters Score -1498277 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1498842.625000 Penalty: 4648.444336
	Iteration 7F: 3 clusters Score -1498843 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1499251.250000 Penalty: 4648.444336
	Iteration 8F: 3 clusters Score -1499251 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1499528.375000 Penalty: 4648.444336
	Iteration 9Q: 3 clusters Score -1499528 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1499715.375000 Penalty: 4648.444336
	Iteration 10Q: 3 clusters Score -1499715 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1499846.750000 Penalty: 4648.444336
	Iteration 11Q: 3 clusters Score -1499847 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1499959.500000 Penalty: 4648.444336
	Iteration 12Q: 3 clusters Score -1499960 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1500057.000000 Penalty: 4648.444336
	Iteration 13Q: 3 clusters Score -1500057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1500148.125000 Penalty: 4648.444336
	Iteration 14Q: 3 clusters Score -1500148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1500246.000000 Penalty: 4648.444336
	Iteration 15Q: 3 clusters Score -1500246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1500339.250000 Penalty: 4648.444336
	Iteration 16Q: 3 clusters Score -1500339 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1500420.125000 Penalty: 4648.444336
	Iteration 17Q: 3 clusters Score -1500420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1500488.125000 Penalty: 4648.444336
	Iteration 18Q: 3 clusters Score -1500488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1500540.375000 Penalty: 4648.444336
	Iteration 19Q: 3 clusters Score -1500540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1500580.750000 Penalty: 4648.444336
	Iteration 20F: 3 clusters Score -1500581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1500604.875000 Penalty: 4648.444336
	Iteration 21Q: 3 clusters Score -1500605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1500622.500000 Penalty: 4648.444336
	Iteration 22Q: 3 clusters Score -1500622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1500648.625000 Penalty: 4648.444336
	Iteration 23Q: 3 clusters Score -1500649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1500659.625000 Penalty: 4648.444336
	Iteration 24Q: 3 clusters Score -1500660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1500677.125000 Penalty: 4648.444336
	Iteration 25Q: 3 clusters Score -1500677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1500687.625000 Penalty: 4648.444336
	Iteration 26Q: 3 clusters Score -1500688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1500697.875000 Penalty: 4648.444336
	Iteration 27Q: 3 clusters Score -1500698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1500709.875000 Penalty: 4648.444336
	Iteration 28Q: 3 clusters Score -1500710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1500716.125000 Penalty: 4648.444336
	Iteration 29Q: 3 clusters Score -1500716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1500720.000000 Penalty: 4648.444336
	Iteration 30Q: 3 clusters Score -1500720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1500723.375000 Penalty: 4648.444336
	Iteration 31Q: 3 clusters Score -1500723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1500726.500000 Penalty: 4648.444336
	Iteration 32Q: 3 clusters Score -1500726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1500732.125000 Penalty: 4648.444336
	Iteration 33Q: 3 clusters Score -1500732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1500735.000000 Penalty: 4648.444336
	Iteration 34Q: 3 clusters Score -1500735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1500741.500000 Penalty: 4648.444336
	Iteration 35Q: 3 clusters Score -1500742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1500741.750000 Penalty: 4648.444336
	Iteration 36Q: 3 clusters Score -1500742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1500736.875000 Penalty: 4648.444336
	Iteration 37Q: 3 clusters Score -1500737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1500739.250000 Penalty: 4648.444336
	Iteration 38Q: 3 clusters Score -1500739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1500739.250000 Penalty: 4648.444336
	Iteration 39F: 3 clusters Score -1500739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -405843.312500 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -405843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -402233.562500 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -402233.6 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -403465.750000 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -403465.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -404492.187500 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -404492.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -405763.343750 Penalty: 4059.656982
	Iteration 3F: 3 clusters Score -405763.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -406616.312500 Penalty: 4059.656982
	Iteration 4F: 3 clusters Score -406616.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -406862.968750 Penalty: 4059.656982
	Iteration 5F: 3 clusters Score -406863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -406939.656250 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -406939.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -406968.843750 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -406968.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -406980.312500 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -406980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -406987.968750 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -406988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -406992.593750 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -406992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -406995.156250 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -406995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -406999.031250 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -406999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -407002.656250 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -407002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -407003.906250 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -407003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -407005.562500 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -407005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407005.875000 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -407005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407005.875000 Penalty: 4059.656982
	Iteration 17F: 3 clusters Score -407005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 5809 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
Score: -111182896.000000 Penalty: 129019.851562
Splitting cluster 20 changes total score from -111180944.000000 to -111182896.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -956732.750000 Penalty: 2208.819092
	Iteration 0F: 2 clusters Score -956732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -950695.437500 Penalty: 4417.638184
	Iteration 0F: 3 clusters Score -950695.4 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -952367.812500 Penalty: 4417.638184
	Iteration 1F: 3 clusters Score -952367.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -952653.875000 Penalty: 4417.638184
	Iteration 2F: 3 clusters Score -952653.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -952842.937500 Penalty: 4417.638184
	Iteration 3F: 3 clusters Score -952842.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -952994.000000 Penalty: 4417.638184
	Iteration 4Q: 3 clusters Score -952994 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -953137.875000 Penalty: 4417.638184
	Iteration 5Q: 3 clusters Score -953137.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -953305.812500 Penalty: 4417.638184
	Iteration 6Q: 3 clusters Score -953305.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -953491.250000 Penalty: 4417.638184
	Iteration 7Q: 3 clusters Score -953491.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -953702.000000 Penalty: 4417.638184
	Iteration 8Q: 3 clusters Score -953702 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -953952.687500 Penalty: 4417.638184
	Iteration 9Q: 3 clusters Score -953952.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -954292.437500 Penalty: 4417.638184
	Iteration 10Q: 3 clusters Score -954292.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -954716.125000 Penalty: 4417.638184
	Iteration 11F: 3 clusters Score -954716.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -955131.312500 Penalty: 4417.638184
	Iteration 12Q: 3 clusters Score -955131.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -955507.250000 Penalty: 4417.638184
	Iteration 13Q: 3 clusters Score -955507.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -955770.000000 Penalty: 4417.638184
	Iteration 14Q: 3 clusters Score -955770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -955894.000000 Penalty: 4417.638184
	Iteration 15Q: 3 clusters Score -955894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -955940.687500 Penalty: 4417.638184
	Iteration 16Q: 3 clusters Score -955940.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -955960.687500 Penalty: 4417.638184
	Iteration 17Q: 3 clusters Score -955960.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -955970.000000 Penalty: 4417.638184
	Iteration 18Q: 3 clusters Score -955970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -955975.062500 Penalty: 4417.638184
	Iteration 19Q: 3 clusters Score -955975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -955975.062500 Penalty: 4417.638184
	Iteration 20F: 3 clusters Score -955975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -955976.062500 Penalty: 4417.638184
	Iteration 21Q: 3 clusters Score -955976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -955977.187500 Penalty: 4417.638184
	Iteration 22Q: 3 clusters Score -955977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -955976.562500 Penalty: 4417.638184
	Iteration 23Q: 3 clusters Score -955976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -955976.562500 Penalty: 4417.638184
	Iteration 24F: 3 clusters Score -955976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -160004.953125 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -160005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157990.812500 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -157990.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159675.515625 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -159675.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161420.421875 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -161420.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162622.718750 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -162622.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163022.187500 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -163022.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -163210.953125 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -163211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -163235.390625 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -163235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -163291.218750 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -163291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163322.031250 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -163322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163328.578125 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -163328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163328.578125 Penalty: 3613.951172
	Iteration 10F: 3 clusters Score -163328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 5809 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 638 members 
Entering Unmasked Estep 
Score: -111184560.000000 Penalty: 132415.109375
Splitting cluster 22 changes total score from -111180944.000000 to -111184560.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (14764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Entering Unmasked Estep 
Score: -1800637.625000 Penalty: 2380.786865
	Iteration 0F: 2 clusters Score -1800638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1790003.875000 Penalty: 4761.573730
	Iteration 0F: 3 clusters Score -1790004 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1793591.625000 Penalty: 4761.573730
	Iteration 1F: 3 clusters Score -1793592 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1794141.875000 Penalty: 4761.573730
	Iteration 2F: 3 clusters Score -1794142 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1794695.875000 Penalty: 4761.573730
	Iteration 3F: 3 clusters Score -1794696 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1795339.000000 Penalty: 4761.573730
	Iteration 4F: 3 clusters Score -1795339 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1796105.125000 Penalty: 4761.573730
	Iteration 5F: 3 clusters Score -1796105 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1796895.750000 Penalty: 4761.573730
	Iteration 6F: 3 clusters Score -1796896 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1797606.250000 Penalty: 4761.573730
	Iteration 7F: 3 clusters Score -1797606 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1798116.125000 Penalty: 4761.573730
	Iteration 8Q: 3 clusters Score -1798116 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1798465.000000 Penalty: 4761.573730
	Iteration 9Q: 3 clusters Score -1798465 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1798676.875000 Penalty: 4761.573730
	Iteration 10Q: 3 clusters Score -1798677 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1798812.625000 Penalty: 4761.573730
	Iteration 11Q: 3 clusters Score -1798813 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1798908.375000 Penalty: 4761.573730
	Iteration 12Q: 3 clusters Score -1798908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1798965.125000 Penalty: 4761.573730
	Iteration 13Q: 3 clusters Score -1798965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1799004.250000 Penalty: 4761.573730
	Iteration 14Q: 3 clusters Score -1799004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1799027.125000 Penalty: 4761.573730
	Iteration 15Q: 3 clusters Score -1799027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1799059.625000 Penalty: 4761.573730
	Iteration 16Q: 3 clusters Score -1799060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1799073.875000 Penalty: 4761.573730
	Iteration 17Q: 3 clusters Score -1799074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1799088.750000 Penalty: 4761.573730
	Iteration 18Q: 3 clusters Score -1799089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1799105.750000 Penalty: 4761.573730
	Iteration 19Q: 3 clusters Score -1799106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1799116.375000 Penalty: 4761.573730
	Iteration 20F: 3 clusters Score -1799116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1799125.750000 Penalty: 4761.573730
	Iteration 21Q: 3 clusters Score -1799126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1799146.375000 Penalty: 4761.573730
	Iteration 22Q: 3 clusters Score -1799146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1799153.500000 Penalty: 4761.573730
	Iteration 23Q: 3 clusters Score -1799154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1799162.375000 Penalty: 4761.573730
	Iteration 24Q: 3 clusters Score -1799162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1799169.625000 Penalty: 4761.573730
	Iteration 25Q: 3 clusters Score -1799170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1799172.250000 Penalty: 4761.573730
	Iteration 26Q: 3 clusters Score -1799172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1799179.750000 Penalty: 4761.573730
	Iteration 27Q: 3 clusters Score -1799180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1799189.000000 Penalty: 4761.573730
	Iteration 28Q: 3 clusters Score -1799189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1799192.750000 Penalty: 4761.573730
	Iteration 29Q: 3 clusters Score -1799193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1799194.000000 Penalty: 4761.573730
	Iteration 30Q: 3 clusters Score -1799194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1799193.500000 Penalty: 4761.573730
	Iteration 31Q: 3 clusters Score -1799194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1799192.750000 Penalty: 4761.573730
	Iteration 32Q: 3 clusters Score -1799193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1799196.625000 Penalty: 4761.573730
	Iteration 33Q: 3 clusters Score -1799197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1799193.250000 Penalty: 4761.573730
	Iteration 34Q: 3 clusters Score -1799193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1799194.375000 Penalty: 4761.573730
	Iteration 35Q: 3 clusters Score -1799194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1799194.375000 Penalty: 4761.573730
	Iteration 36F: 3 clusters Score -1799194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1748425.750000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1748426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1738407.750000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1738408 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1741452.750000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1741453 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1741800.750000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1741801 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1742091.875000 Penalty: 4723.750488
	Iteration 3Q: 3 clusters Score -1742092 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1742366.250000 Penalty: 4723.750488
	Iteration 4Q: 3 clusters Score -1742366 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1742676.000000 Penalty: 4723.750488
	Iteration 5Q: 3 clusters Score -1742676 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1743101.875000 Penalty: 4723.750488
	Iteration 6Q: 3 clusters Score -1743102 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1743650.125000 Penalty: 4723.750488
	Iteration 7F: 3 clusters Score -1743650 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1744280.500000 Penalty: 4723.750488
	Iteration 8F: 3 clusters Score -1744280 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1744891.625000 Penalty: 4723.750488
	Iteration 9F: 3 clusters Score -1744892 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1745405.000000 Penalty: 4723.750488
	Iteration 10F: 3 clusters Score -1745405 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1745801.625000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1745802 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1746082.750000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1746083 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1746245.000000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1746245 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1746341.500000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1746342 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1746421.250000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1746421 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1746506.000000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1746506 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1746560.750000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1746561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1746606.875000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1746607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1746644.250000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1746644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1746683.625000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1746684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1746728.000000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1746728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1746770.875000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1746771 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1746802.625000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1746803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1746840.750000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1746841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1746889.500000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1746890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1746925.625000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1746926 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1746975.750000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1746976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1747024.000000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1747024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1747074.375000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1747074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1747133.375000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1747133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1747184.375000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1747184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1747232.000000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1747232 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1747312.625000 Penalty: 4723.750488
	Iteration 33Q: 3 clusters Score -1747313 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1747401.125000 Penalty: 4723.750488
	Iteration 34Q: 3 clusters Score -1747401 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1747518.500000 Penalty: 4723.750488
	Iteration 35Q: 3 clusters Score -1747518 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1747702.875000 Penalty: 4723.750488
	Iteration 36Q: 3 clusters Score -1747703 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1747940.500000 Penalty: 4723.750488
	Iteration 37Q: 3 clusters Score -1747940 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1748240.125000 Penalty: 4723.750488
	Iteration 38Q: 3 clusters Score -1748240 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1748511.125000 Penalty: 4723.750488
	Iteration 39Q: 3 clusters Score -1748511 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1748751.125000 Penalty: 4723.750488
	Iteration 40F: 3 clusters Score -1748751 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1748942.625000 Penalty: 4723.750488
	Iteration 41Q: 3 clusters Score -1748943 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1749129.375000 Penalty: 4723.750488
	Iteration 42Q: 3 clusters Score -1749129 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1749325.625000 Penalty: 4723.750488
	Iteration 43Q: 3 clusters Score -1749326 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1749507.125000 Penalty: 4723.750488
	Iteration 44Q: 3 clusters Score -1749507 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1749704.375000 Penalty: 4723.750488
	Iteration 45Q: 3 clusters Score -1749704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1749903.000000 Penalty: 4723.750488
	Iteration 46Q: 3 clusters Score -1749903 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1750139.375000 Penalty: 4723.750488
	Iteration 47Q: 3 clusters Score -1750139 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1750372.500000 Penalty: 4723.750488
	Iteration 48Q: 3 clusters Score -1750372 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1750556.875000 Penalty: 4723.750488
	Iteration 49Q: 3 clusters Score -1750557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1750680.500000 Penalty: 4723.750488
	Iteration 50Q: 3 clusters Score -1750680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1750760.875000 Penalty: 4723.750488
	Iteration 51Q: 3 clusters Score -1750761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1750819.500000 Penalty: 4723.750488
	Iteration 52Q: 3 clusters Score -1750820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1750846.500000 Penalty: 4723.750488
	Iteration 53Q: 3 clusters Score -1750846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1750871.750000 Penalty: 4723.750488
	Iteration 54Q: 3 clusters Score -1750872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1750881.250000 Penalty: 4723.750488
	Iteration 55Q: 3 clusters Score -1750881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1750892.875000 Penalty: 4723.750488
	Iteration 56Q: 3 clusters Score -1750893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1750897.750000 Penalty: 4723.750488
	Iteration 57Q: 3 clusters Score -1750898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1750898.250000 Penalty: 4723.750488
	Iteration 58Q: 3 clusters Score -1750898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1750897.250000 Penalty: 4723.750488
	Iteration 59Q: 3 clusters Score -1750897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1750902.250000 Penalty: 4723.750488
	Iteration 60F: 3 clusters Score -1750902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1750903.125000 Penalty: 4723.750488
	Iteration 61Q: 3 clusters Score -1750903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1750901.375000 Penalty: 4723.750488
	Iteration 62Q: 3 clusters Score -1750901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1750902.750000 Penalty: 4723.750488
	Iteration 63Q: 3 clusters Score -1750903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1750902.750000 Penalty: 4723.750488
	Iteration 64F: 3 clusters Score -1750903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 194605 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 5809 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 6596 members 
Entering Unmasked Estep 
Score: -111185736.000000 Penalty: 135810.375000
Splitting cluster 24 changes total score from -111180944.000000 to -111185736.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -1275605.875000 Penalty: 2277.834717
	Iteration 0F: 2 clusters Score -1275606 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 4832 members 
Entering Unmasked Estep 
Score: -1268121.375000 Penalty: 4555.669434
	Iteration 0F: 3 clusters Score -1268121 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1270416.000000 Penalty: 4555.669434
	Iteration 1F: 3 clusters Score -1270416 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1270787.500000 Penalty: 4555.669434
	Iteration 2F: 3 clusters Score -1270788 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1271071.750000 Penalty: 4555.669434
	Iteration 3F: 3 clusters Score -1271072 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1271340.375000 Penalty: 4555.669434
	Iteration 4F: 3 clusters Score -1271340 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1271615.625000 Penalty: 4555.669434
	Iteration 5Q: 3 clusters Score -1271616 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1271948.250000 Penalty: 4555.669434
	Iteration 6F: 3 clusters Score -1271948 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1272359.250000 Penalty: 4555.669434
	Iteration 7F: 3 clusters Score -1272359 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1272855.375000 Penalty: 4555.669434
	Iteration 8F: 3 clusters Score -1272855 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1273508.625000 Penalty: 4555.669434
	Iteration 9F: 3 clusters Score -1273509 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1274203.500000 Penalty: 4555.669434
	Iteration 10F: 3 clusters Score -1274204 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1274674.750000 Penalty: 4555.669434
	Iteration 11Q: 3 clusters Score -1274675 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1274971.875000 Penalty: 4555.669434
	Iteration 12Q: 3 clusters Score -1274972 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1275168.625000 Penalty: 4555.669434
	Iteration 13Q: 3 clusters Score -1275169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1275275.750000 Penalty: 4555.669434
	Iteration 14Q: 3 clusters Score -1275276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1275336.250000 Penalty: 4555.669434
	Iteration 15Q: 3 clusters Score -1275336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1275375.625000 Penalty: 4555.669434
	Iteration 16Q: 3 clusters Score -1275376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1275414.125000 Penalty: 4555.669434
	Iteration 17Q: 3 clusters Score -1275414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1275441.750000 Penalty: 4555.669434
	Iteration 18Q: 3 clusters Score -1275442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1275461.375000 Penalty: 4555.669434
	Iteration 19Q: 3 clusters Score -1275461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1275484.875000 Penalty: 4555.669434
	Iteration 20F: 3 clusters Score -1275485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1275510.125000 Penalty: 4555.669434
	Iteration 21Q: 3 clusters Score -1275510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1275536.625000 Penalty: 4555.669434
	Iteration 22Q: 3 clusters Score -1275537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1275556.000000 Penalty: 4555.669434
	Iteration 23Q: 3 clusters Score -1275556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1275566.750000 Penalty: 4555.669434
	Iteration 24Q: 3 clusters Score -1275567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1275577.500000 Penalty: 4555.669434
	Iteration 25Q: 3 clusters Score -1275578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1275582.125000 Penalty: 4555.669434
	Iteration 26Q: 3 clusters Score -1275582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1275582.750000 Penalty: 4555.669434
	Iteration 27Q: 3 clusters Score -1275583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1275581.000000 Penalty: 4555.669434
	Iteration 28Q: 3 clusters Score -1275581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1275581.000000 Penalty: 4555.669434
	Iteration 29F: 3 clusters Score -1275581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -204877.031250 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -204877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202458.500000 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -202458.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202860.859375 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -202860.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202998.000000 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -202998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -203080.796875 Penalty: 3674.631348
	Iteration 3Q: 3 clusters Score -203080.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -203132.281250 Penalty: 3674.631348
	Iteration 4Q: 3 clusters Score -203132.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -203181.265625 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -203181.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -203222.265625 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -203222.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -203252.734375 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -203252.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -203283.531250 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -203283.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -203312.890625 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -203312.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203377.218750 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -203377.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203435.000000 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -203435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -203475.781250 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -203475.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -203512.703125 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -203512.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -203547.062500 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -203547.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -203574.984375 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -203575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -203599.093750 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -203599.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -203619.250000 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -203619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -203631.390625 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -203631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -203639.671875 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -203639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -203650.250000 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -203650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -203657.203125 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -203657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -203666.437500 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -203666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -203671.796875 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -203671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -203676.437500 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -203676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -203679.843750 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -203679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -203683.390625 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -203683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -203688.531250 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -203688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -203691.984375 Penalty: 3674.631348
	Iteration 28Q: 3 clusters Score -203692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -203696.546875 Penalty: 3674.631348
	Iteration 29Q: 3 clusters Score -203696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -203699.781250 Penalty: 3674.631348
	Iteration 30Q: 3 clusters Score -203699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -203700.515625 Penalty: 3674.631348
	Iteration 31Q: 3 clusters Score -203700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -203700.515625 Penalty: 3674.631348
	Iteration 32F: 3 clusters Score -203700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -215061.062500 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -215061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -212599.656250 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -212599.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -213001.812500 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -213001.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -213126.187500 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -213126.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213199.500000 Penalty: 3706.924072
	Iteration 3Q: 3 clusters Score -213199.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -213236.062500 Penalty: 3706.924072
	Iteration 4Q: 3 clusters Score -213236.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -213266.812500 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -213266.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213288.687500 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -213288.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -213302.609375 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -213302.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -213316.437500 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -213316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -213322.406250 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -213322.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -213329.703125 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -213329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213335.718750 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -213335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -213340.031250 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -213340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -213342.859375 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -213342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -213343.906250 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -213343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213346.859375 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -213346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -213348.734375 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -213348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -213357.406250 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -213357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -213367.046875 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -213367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -213375.890625 Penalty: 3706.924072
	Iteration 19Q: 3 clusters Score -213375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -213382.703125 Penalty: 3706.924072
	Iteration 20F: 3 clusters Score -213382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -213387.625000 Penalty: 3706.924072
	Iteration 21Q: 3 clusters Score -213387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -213394.796875 Penalty: 3706.924072
	Iteration 22Q: 3 clusters Score -213394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -213397.890625 Penalty: 3706.924072
	Iteration 23Q: 3 clusters Score -213397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -213404.281250 Penalty: 3706.924072
	Iteration 24Q: 3 clusters Score -213404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213408.843750 Penalty: 3706.924072
	Iteration 25Q: 3 clusters Score -213408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213408.843750 Penalty: 3706.924072
	Iteration 26F: 3 clusters Score -213408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Entering Unmasked Estep 
Score: -5789206.500000 Penalty: 2672.958984
	Iteration 0F: 2 clusters Score -5789206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -5757067.500000 Penalty: 5345.917969
	Iteration 0F: 3 clusters Score -5757068 nChanged 21935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5770853.000000 Penalty: 5345.917969
	Iteration 1F: 3 clusters Score -5770853 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -5773234.500000 Penalty: 5345.917969
	Iteration 2F: 3 clusters Score -5773234 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5775903.000000 Penalty: 5345.917969
	Iteration 3F: 3 clusters Score -5775903 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5778381.500000 Penalty: 5345.917969
	Iteration 4F: 3 clusters Score -5778382 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5780391.000000 Penalty: 5345.917969
	Iteration 5F: 3 clusters Score -5780391 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5781817.000000 Penalty: 5345.917969
	Iteration 6F: 3 clusters Score -5781817 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5782812.500000 Penalty: 5345.917969
	Iteration 7Q: 3 clusters Score -5782812 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -5783576.000000 Penalty: 5345.917969
	Iteration 8Q: 3 clusters Score -5783576 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -5784175.000000 Penalty: 5345.917969
	Iteration 9Q: 3 clusters Score -5784175 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -5784627.000000 Penalty: 5345.917969
	Iteration 10Q: 3 clusters Score -5784627 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5785036.000000 Penalty: 5345.917969
	Iteration 11Q: 3 clusters Score -5785036 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5785337.000000 Penalty: 5345.917969
	Iteration 12Q: 3 clusters Score -5785337 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -5785548.500000 Penalty: 5345.917969
	Iteration 13Q: 3 clusters Score -5785548 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -5785686.000000 Penalty: 5345.917969
	Iteration 14Q: 3 clusters Score -5785686 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5785813.000000 Penalty: 5345.917969
	Iteration 15Q: 3 clusters Score -5785813 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -5785931.000000 Penalty: 5345.917969
	Iteration 16Q: 3 clusters Score -5785931 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -5786031.500000 Penalty: 5345.917969
	Iteration 17Q: 3 clusters Score -5786032 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5786108.000000 Penalty: 5345.917969
	Iteration 18Q: 3 clusters Score -5786108 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -5786168.500000 Penalty: 5345.917969
	Iteration 19Q: 3 clusters Score -5786168 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -5786187.500000 Penalty: 5345.917969
	Iteration 20F: 3 clusters Score -5786188 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -5786222.500000 Penalty: 5345.917969
	Iteration 21Q: 3 clusters Score -5786222 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5786268.000000 Penalty: 5345.917969
	Iteration 22Q: 3 clusters Score -5786268 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5786290.000000 Penalty: 5345.917969
	Iteration 23Q: 3 clusters Score -5786290 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5786338.000000 Penalty: 5345.917969
	Iteration 24Q: 3 clusters Score -5786338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5786391.500000 Penalty: 5345.917969
	Iteration 25Q: 3 clusters Score -5786392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -5786431.500000 Penalty: 5345.917969
	Iteration 26Q: 3 clusters Score -5786432 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -5786436.000000 Penalty: 5345.917969
	Iteration 27Q: 3 clusters Score -5786436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5786443.000000 Penalty: 5345.917969
	Iteration 28Q: 3 clusters Score -5786443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -5786450.500000 Penalty: 5345.917969
	Iteration 29Q: 3 clusters Score -5786450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5786467.500000 Penalty: 5345.917969
	Iteration 30Q: 3 clusters Score -5786468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5786492.500000 Penalty: 5345.917969
	Iteration 31Q: 3 clusters Score -5786492 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -5786499.500000 Penalty: 5345.917969
	Iteration 32Q: 3 clusters Score -5786500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5786496.000000 Penalty: 5345.917969
	Iteration 33Q: 3 clusters Score -5786496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -5786488.500000 Penalty: 5345.917969
	Iteration 34Q: 3 clusters Score -5786488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -5786494.000000 Penalty: 5345.917969
	Iteration 35Q: 3 clusters Score -5786494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5786499.500000 Penalty: 5345.917969
	Iteration 36Q: 3 clusters Score -5786500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5786485.000000 Penalty: 5345.917969
	Iteration 37Q: 3 clusters Score -5786485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5786487.500000 Penalty: 5345.917969
	Iteration 38Q: 3 clusters Score -5786488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5786482.000000 Penalty: 5345.917969
	Iteration 39Q: 3 clusters Score -5786482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -5786476.500000 Penalty: 5345.917969
	Iteration 40F: 3 clusters Score -5786476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5786465.500000 Penalty: 5345.917969
	Iteration 41Q: 3 clusters Score -5786466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5786470.000000 Penalty: 5345.917969
	Iteration 42Q: 3 clusters Score -5786470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5786486.500000 Penalty: 5345.917969
	Iteration 43Q: 3 clusters Score -5786486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5786481.000000 Penalty: 5345.917969
	Iteration 44Q: 3 clusters Score -5786481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5786477.500000 Penalty: 5345.917969
	Iteration 45Q: 3 clusters Score -5786478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5786480.500000 Penalty: 5345.917969
	Iteration 46Q: 3 clusters Score -5786480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5786478.000000 Penalty: 5345.917969
	Iteration 47Q: 3 clusters Score -5786478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5786490.000000 Penalty: 5345.917969
	Iteration 48Q: 3 clusters Score -5786490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5786490.000000 Penalty: 5345.917969
	Iteration 49Q: 3 clusters Score -5786490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -5786484.000000 Penalty: 5345.917969
	Iteration 50Q: 3 clusters Score -5786484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -5786487.000000 Penalty: 5345.917969
	Iteration 51Q: 3 clusters Score -5786487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5786495.500000 Penalty: 5345.917969
	Iteration 52Q: 3 clusters Score -5786496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -5786493.500000 Penalty: 5345.917969
	Iteration 53Q: 3 clusters Score -5786494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -5786492.500000 Penalty: 5345.917969
	Iteration 54Q: 3 clusters Score -5786492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5786495.500000 Penalty: 5345.917969
	Iteration 55Q: 3 clusters Score -5786496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -5786497.000000 Penalty: 5345.917969
	Iteration 56Q: 3 clusters Score -5786497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5786490.000000 Penalty: 5345.917969
	Iteration 57Q: 3 clusters Score -5786490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5786498.500000 Penalty: 5345.917969
	Iteration 58Q: 3 clusters Score -5786498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5786497.500000 Penalty: 5345.917969
	Iteration 59Q: 3 clusters Score -5786498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -5786498.500000 Penalty: 5345.917969
	Iteration 60F: 3 clusters Score -5786498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5786493.000000 Penalty: 5345.917969
	Iteration 61Q: 3 clusters Score -5786493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5786498.000000 Penalty: 5345.917969
	Iteration 62Q: 3 clusters Score -5786498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5786501.000000 Penalty: 5345.917969
	Iteration 63Q: 3 clusters Score -5786501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5786501.000000 Penalty: 5345.917969
	Iteration 64F: 3 clusters Score -5786501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -916094.250000 Penalty: 2208.684814
	Iteration 0F: 2 clusters Score -916094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -910188.062500 Penalty: 4417.369629
	Iteration 0F: 3 clusters Score -910188.1 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -912020.250000 Penalty: 4417.369629
	Iteration 1F: 3 clusters Score -912020.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -912708.437500 Penalty: 4417.369629
	Iteration 2F: 3 clusters Score -912708.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -913393.000000 Penalty: 4417.369629
	Iteration 3F: 3 clusters Score -913393 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -913966.750000 Penalty: 4417.369629
	Iteration 4F: 3 clusters Score -913966.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -914504.375000 Penalty: 4417.369629
	Iteration 5F: 3 clusters Score -914504.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -914847.750000 Penalty: 4417.369629
	Iteration 6F: 3 clusters Score -914847.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -915009.812500 Penalty: 4417.369629
	Iteration 7Q: 3 clusters Score -915009.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -915074.375000 Penalty: 4417.369629
	Iteration 8Q: 3 clusters Score -915074.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -915107.375000 Penalty: 4417.369629
	Iteration 9Q: 3 clusters Score -915107.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -915130.250000 Penalty: 4417.369629
	Iteration 10Q: 3 clusters Score -915130.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -915149.625000 Penalty: 4417.369629
	Iteration 11Q: 3 clusters Score -915149.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -915162.187500 Penalty: 4417.369629
	Iteration 12Q: 3 clusters Score -915162.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -915166.875000 Penalty: 4417.369629
	Iteration 13Q: 3 clusters Score -915166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -915170.625000 Penalty: 4417.369629
	Iteration 14Q: 3 clusters Score -915170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -915169.437500 Penalty: 4417.369629
	Iteration 15Q: 3 clusters Score -915169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -915172.500000 Penalty: 4417.369629
	Iteration 16Q: 3 clusters Score -915172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -915175.687500 Penalty: 4417.369629
	Iteration 17Q: 3 clusters Score -915175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -915174.125000 Penalty: 4417.369629
	Iteration 18Q: 3 clusters Score -915174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -915173.500000 Penalty: 4417.369629
	Iteration 19Q: 3 clusters Score -915173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -915174.125000 Penalty: 4417.369629
	Iteration 20F: 3 clusters Score -915174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -821367.437500 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -821367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -816011.875000 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -816011.9 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -817328.437500 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -817328.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -817534.812500 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -817534.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -817675.375000 Penalty: 4342.220215
	Iteration 3Q: 3 clusters Score -817675.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -817785.187500 Penalty: 4342.220215
	Iteration 4Q: 3 clusters Score -817785.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -817863.312500 Penalty: 4342.220215
	Iteration 5Q: 3 clusters Score -817863.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -817925.625000 Penalty: 4342.220215
	Iteration 6Q: 3 clusters Score -817925.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -817979.062500 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -817979.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -818039.375000 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -818039.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -818100.812500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -818100.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -818169.062500 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -818169.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -818239.062500 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -818239.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -818301.312500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -818301.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -818360.687500 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -818360.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -818423.187500 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -818423.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -818499.750000 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -818499.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -818574.312500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -818574.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -818641.625000 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -818641.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -818721.437500 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -818721.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -818792.062500 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -818792.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -818860.000000 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -818860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -818927.375000 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -818927.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -818994.125000 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -818994.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -819052.500000 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -819052.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -819109.687500 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -819109.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -819158.812500 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -819158.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -819210.750000 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -819210.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -819257.125000 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -819257.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -819303.625000 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -819303.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -819343.937500 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -819343.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -819378.875000 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -819378.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -819406.437500 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -819406.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -819434.062500 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -819434.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -819452.625000 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -819452.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -819467.625000 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -819467.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -819477.625000 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -819477.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -819491.625000 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -819491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -819497.250000 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -819497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -819509.625000 Penalty: 4342.220215
	Iteration 38Q: 3 clusters Score -819509.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -819518.687500 Penalty: 4342.220215
	Iteration 39Q: 3 clusters Score -819518.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -819526.625000 Penalty: 4342.220215
	Iteration 40F: 3 clusters Score -819526.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -819530.062500 Penalty: 4342.220215
	Iteration 41Q: 3 clusters Score -819530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -819532.062500 Penalty: 4342.220215
	Iteration 42Q: 3 clusters Score -819532.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -819534.250000 Penalty: 4342.220215
	Iteration 43Q: 3 clusters Score -819534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -819539.625000 Penalty: 4342.220215
	Iteration 44Q: 3 clusters Score -819539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -819545.062500 Penalty: 4342.220215
	Iteration 45Q: 3 clusters Score -819545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -819546.250000 Penalty: 4342.220215
	Iteration 46Q: 3 clusters Score -819546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -819547.500000 Penalty: 4342.220215
	Iteration 47Q: 3 clusters Score -819547.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -819554.062500 Penalty: 4342.220215
	Iteration 48Q: 3 clusters Score -819554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -819555.625000 Penalty: 4342.220215
	Iteration 49Q: 3 clusters Score -819555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -819555.187500 Penalty: 4342.220215
	Iteration 50Q: 3 clusters Score -819555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -819555.937500 Penalty: 4342.220215
	Iteration 51Q: 3 clusters Score -819555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -819556.812500 Penalty: 4342.220215
	Iteration 52Q: 3 clusters Score -819556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -819559.000000 Penalty: 4342.220215
	Iteration 53Q: 3 clusters Score -819559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -819559.000000 Penalty: 4342.220215
	Iteration 54F: 3 clusters Score -819559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Entering Unmasked Estep 
Score: -5049972.000000 Penalty: 2622.448486
	Iteration 0F: 2 clusters Score -5049972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5023332.500000 Penalty: 5244.896973
	Iteration 0F: 3 clusters Score -5023332 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5033102.000000 Penalty: 5244.896973
	Iteration 1F: 3 clusters Score -5033102 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5033681.500000 Penalty: 5244.896973
	Iteration 2Q: 3 clusters Score -5033682 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5034244.500000 Penalty: 5244.896973
	Iteration 3Q: 3 clusters Score -5034244 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5034948.500000 Penalty: 5244.896973
	Iteration 4Q: 3 clusters Score -5034948 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5035857.000000 Penalty: 5244.896973
	Iteration 5Q: 3 clusters Score -5035857 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -5037176.500000 Penalty: 5244.896973
	Iteration 6F: 3 clusters Score -5037176 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5039045.000000 Penalty: 5244.896973
	Iteration 7F: 3 clusters Score -5039045 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5041379.500000 Penalty: 5244.896973
	Iteration 8F: 3 clusters Score -5041380 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -5043619.000000 Penalty: 5244.896973
	Iteration 9F: 3 clusters Score -5043619 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -5045180.000000 Penalty: 5244.896973
	Iteration 10Q: 3 clusters Score -5045180 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5046252.000000 Penalty: 5244.896973
	Iteration 11Q: 3 clusters Score -5046252 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5046836.000000 Penalty: 5244.896973
	Iteration 12Q: 3 clusters Score -5046836 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -5047139.500000 Penalty: 5244.896973
	Iteration 13Q: 3 clusters Score -5047140 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5047307.000000 Penalty: 5244.896973
	Iteration 14Q: 3 clusters Score -5047307 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -5047405.500000 Penalty: 5244.896973
	Iteration 15Q: 3 clusters Score -5047406 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -5047481.500000 Penalty: 5244.896973
	Iteration 16Q: 3 clusters Score -5047482 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -5047519.500000 Penalty: 5244.896973
	Iteration 17Q: 3 clusters Score -5047520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -5047537.500000 Penalty: 5244.896973
	Iteration 18Q: 3 clusters Score -5047538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5047561.500000 Penalty: 5244.896973
	Iteration 19Q: 3 clusters Score -5047562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5047586.000000 Penalty: 5244.896973
	Iteration 20F: 3 clusters Score -5047586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -5047597.000000 Penalty: 5244.896973
	Iteration 21Q: 3 clusters Score -5047597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -5047613.000000 Penalty: 5244.896973
	Iteration 22Q: 3 clusters Score -5047613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -5047631.000000 Penalty: 5244.896973
	Iteration 23Q: 3 clusters Score -5047631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -5047650.500000 Penalty: 5244.896973
	Iteration 24Q: 3 clusters Score -5047650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5047654.000000 Penalty: 5244.896973
	Iteration 25Q: 3 clusters Score -5047654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -5047655.500000 Penalty: 5244.896973
	Iteration 26Q: 3 clusters Score -5047656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5047663.000000 Penalty: 5244.896973
	Iteration 27Q: 3 clusters Score -5047663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -5047659.500000 Penalty: 5244.896973
	Iteration 28Q: 3 clusters Score -5047660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -5047662.000000 Penalty: 5244.896973
	Iteration 29Q: 3 clusters Score -5047662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5047652.000000 Penalty: 5244.896973
	Iteration 30Q: 3 clusters Score -5047652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5047661.500000 Penalty: 5244.896973
	Iteration 31Q: 3 clusters Score -5047662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5047662.000000 Penalty: 5244.896973
	Iteration 32Q: 3 clusters Score -5047662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5047663.000000 Penalty: 5244.896973
	Iteration 33Q: 3 clusters Score -5047663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5047674.000000 Penalty: 5244.896973
	Iteration 34Q: 3 clusters Score -5047674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5047672.500000 Penalty: 5244.896973
	Iteration 35Q: 3 clusters Score -5047672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5047678.000000 Penalty: 5244.896973
	Iteration 36Q: 3 clusters Score -5047678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5047676.500000 Penalty: 5244.896973
	Iteration 37Q: 3 clusters Score -5047676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5047689.000000 Penalty: 5244.896973
	Iteration 38Q: 3 clusters Score -5047689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5047721.500000 Penalty: 5244.896973
	Iteration 39Q: 3 clusters Score -5047722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -5047737.500000 Penalty: 5244.896973
	Iteration 40F: 3 clusters Score -5047738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5047743.000000 Penalty: 5244.896973
	Iteration 41Q: 3 clusters Score -5047743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5047763.500000 Penalty: 5244.896973
	Iteration 42Q: 3 clusters Score -5047764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5047800.000000 Penalty: 5244.896973
	Iteration 43Q: 3 clusters Score -5047800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5047842.500000 Penalty: 5244.896973
	Iteration 44Q: 3 clusters Score -5047842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -5047901.000000 Penalty: 5244.896973
	Iteration 45Q: 3 clusters Score -5047901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5047985.500000 Penalty: 5244.896973
	Iteration 46Q: 3 clusters Score -5047986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5048088.500000 Penalty: 5244.896973
	Iteration 47Q: 3 clusters Score -5048088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5048139.500000 Penalty: 5244.896973
	Iteration 48Q: 3 clusters Score -5048140 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -5048186.000000 Penalty: 5244.896973
	Iteration 49Q: 3 clusters Score -5048186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5048194.500000 Penalty: 5244.896973
	Iteration 50Q: 3 clusters Score -5048194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5048206.000000 Penalty: 5244.896973
	Iteration 51Q: 3 clusters Score -5048206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -5048219.000000 Penalty: 5244.896973
	Iteration 52Q: 3 clusters Score -5048219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5048227.500000 Penalty: 5244.896973
	Iteration 53Q: 3 clusters Score -5048228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5048233.000000 Penalty: 5244.896973
	Iteration 54Q: 3 clusters Score -5048233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5048237.000000 Penalty: 5244.896973
	Iteration 55Q: 3 clusters Score -5048237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -5048242.000000 Penalty: 5244.896973
	Iteration 56Q: 3 clusters Score -5048242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5048240.500000 Penalty: 5244.896973
	Iteration 57Q: 3 clusters Score -5048240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5048241.000000 Penalty: 5244.896973
	Iteration 58Q: 3 clusters Score -5048241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5048241.500000 Penalty: 5244.896973
	Iteration 59Q: 3 clusters Score -5048242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5048245.000000 Penalty: 5244.896973
	Iteration 60F: 3 clusters Score -5048245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5048241.500000 Penalty: 5244.896973
	Iteration 61Q: 3 clusters Score -5048242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5048247.000000 Penalty: 5244.896973
	Iteration 62Q: 3 clusters Score -5048247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5048252.500000 Penalty: 5244.896973
	Iteration 63Q: 3 clusters Score -5048252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5048252.000000 Penalty: 5244.896973
	Iteration 64Q: 3 clusters Score -5048252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5048250.500000 Penalty: 5244.896973
	Iteration 65Q: 3 clusters Score -5048250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5048250.500000 Penalty: 5244.896973
	Iteration 66F: 3 clusters Score -5048250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (160260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Entering Unmasked Estep 
Score: -20998912.000000 Penalty: 2972.168945
	Iteration 0F: 2 clusters Score -2.099891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -20891902.000000 Penalty: 5944.337891
	Iteration 0F: 3 clusters Score -2.08919e+07 nChanged 76550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -20936052.000000 Penalty: 5944.337891
	Iteration 1F: 3 clusters Score -2.093605e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -20937542.000000 Penalty: 5944.337891
	Iteration 2Q: 3 clusters Score -2.093754e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -20939328.000000 Penalty: 5944.337891
	Iteration 3Q: 3 clusters Score -2.093933e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -20941878.000000 Penalty: 5944.337891
	Iteration 4Q: 3 clusters Score -2.094188e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -20945822.000000 Penalty: 5944.337891
	Iteration 5F: 3 clusters Score -2.094582e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -20951562.000000 Penalty: 5944.337891
	Iteration 6F: 3 clusters Score -2.095156e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -20958622.000000 Penalty: 5944.337891
	Iteration 7F: 3 clusters Score -2.095862e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113060 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -20966718.000000 Penalty: 5944.337891
	Iteration 8F: 3 clusters Score -2.096672e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -20974012.000000 Penalty: 5944.337891
	Iteration 9F: 3 clusters Score -2.097401e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125848 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -20979504.000000 Penalty: 5944.337891
	Iteration 10Q: 3 clusters Score -2.09795e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -20983096.000000 Penalty: 5944.337891
	Iteration 11Q: 3 clusters Score -2.09831e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -20985758.000000 Penalty: 5944.337891
	Iteration 12Q: 3 clusters Score -2.098576e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138516 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -20987850.000000 Penalty: 5944.337891
	Iteration 13Q: 3 clusters Score -2.098785e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -20989718.000000 Penalty: 5944.337891
	Iteration 14Q: 3 clusters Score -2.098972e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144513 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -20991122.000000 Penalty: 5944.337891
	Iteration 15Q: 3 clusters Score -2.099112e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146995 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -20992510.000000 Penalty: 5944.337891
	Iteration 16Q: 3 clusters Score -2.099251e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -20993600.000000 Penalty: 5944.337891
	Iteration 17Q: 3 clusters Score -2.09936e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150815 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -20994698.000000 Penalty: 5944.337891
	Iteration 18Q: 3 clusters Score -2.09947e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152225 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -20995602.000000 Penalty: 5944.337891
	Iteration 19Q: 3 clusters Score -2.09956e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -20996366.000000 Penalty: 5944.337891
	Iteration 20F: 3 clusters Score -2.099637e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -20996762.000000 Penalty: 5944.337891
	Iteration 21Q: 3 clusters Score -2.099676e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -20997036.000000 Penalty: 5944.337891
	Iteration 22Q: 3 clusters Score -2.099704e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -20997274.000000 Penalty: 5944.337891
	Iteration 23Q: 3 clusters Score -2.099727e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -20997422.000000 Penalty: 5944.337891
	Iteration 24Q: 3 clusters Score -2.099742e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -20997496.000000 Penalty: 5944.337891
	Iteration 25Q: 3 clusters Score -2.09975e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -20997542.000000 Penalty: 5944.337891
	Iteration 26Q: 3 clusters Score -2.099754e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156177 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -20997570.000000 Penalty: 5944.337891
	Iteration 27Q: 3 clusters Score -2.099757e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -20997614.000000 Penalty: 5944.337891
	Iteration 28Q: 3 clusters Score -2.099761e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -20997644.000000 Penalty: 5944.337891
	Iteration 29Q: 3 clusters Score -2.099764e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -20997696.000000 Penalty: 5944.337891
	Iteration 30Q: 3 clusters Score -2.09977e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156586 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -20997730.000000 Penalty: 5944.337891
	Iteration 31Q: 3 clusters Score -2.099773e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -20997754.000000 Penalty: 5944.337891
	Iteration 32Q: 3 clusters Score -2.099775e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -20997736.000000 Penalty: 5944.337891
	Iteration 33Q: 3 clusters Score -2.099774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20997730.000000 Penalty: 5944.337891
	Iteration 34Q: 3 clusters Score -2.099773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -20997738.000000 Penalty: 5944.337891
	Iteration 35Q: 3 clusters Score -2.099774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -20997736.000000 Penalty: 5944.337891
	Iteration 36Q: 3 clusters Score -2.099774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -20997724.000000 Penalty: 5944.337891
	Iteration 37Q: 3 clusters Score -2.099772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156926 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -20997742.000000 Penalty: 5944.337891
	Iteration 38Q: 3 clusters Score -2.099774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -20997734.000000 Penalty: 5944.337891
	Iteration 39Q: 3 clusters Score -2.099773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20997732.000000 Penalty: 5944.337891
	Iteration 40F: 3 clusters Score -2.099773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -20997754.000000 Penalty: 5944.337891
	Iteration 41Q: 3 clusters Score -2.099775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156979 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20997738.000000 Penalty: 5944.337891
	Iteration 42Q: 3 clusters Score -2.099774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20997734.000000 Penalty: 5944.337891
	Iteration 43Q: 3 clusters Score -2.099773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157010 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -20997734.000000 Penalty: 5944.337891
	Iteration 44Q: 3 clusters Score -2.099773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20997750.000000 Penalty: 5944.337891
	Iteration 45Q: 3 clusters Score -2.099775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -20997764.000000 Penalty: 5944.337891
	Iteration 46Q: 3 clusters Score -2.099776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20997768.000000 Penalty: 5944.337891
	Iteration 47Q: 3 clusters Score -2.099777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157053 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -20997770.000000 Penalty: 5944.337891
	Iteration 48Q: 3 clusters Score -2.099777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -20997770.000000 Penalty: 5944.337891
	Iteration 49Q: 3 clusters Score -2.099777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157060 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -20997772.000000 Penalty: 5944.337891
	Iteration 50Q: 3 clusters Score -2.099777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157064 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -20997782.000000 Penalty: 5944.337891
	Iteration 51Q: 3 clusters Score -2.099778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -20997778.000000 Penalty: 5944.337891
	Iteration 52Q: 3 clusters Score -2.099778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20997772.000000 Penalty: 5944.337891
	Iteration 53Q: 3 clusters Score -2.099777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20997766.000000 Penalty: 5944.337891
	Iteration 54Q: 3 clusters Score -2.099777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -20997782.000000 Penalty: 5944.337891
	Iteration 55Q: 3 clusters Score -2.099778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -20997794.000000 Penalty: 5944.337891
	Iteration 56Q: 3 clusters Score -2.099779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -20997792.000000 Penalty: 5944.337891
	Iteration 57Q: 3 clusters Score -2.099779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157079 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -20997796.000000 Penalty: 5944.337891
	Iteration 58Q: 3 clusters Score -2.09978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157086 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -20997800.000000 Penalty: 5944.337891
	Iteration 59Q: 3 clusters Score -2.09978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157094 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -20997790.000000 Penalty: 5944.337891
	Iteration 60F: 3 clusters Score -2.099779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -20997790.000000 Penalty: 5944.337891
	Iteration 61Q: 3 clusters Score -2.099779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -20997794.000000 Penalty: 5944.337891
	Iteration 62Q: 3 clusters Score -2.099779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157106 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -20997790.000000 Penalty: 5944.337891
	Iteration 63Q: 3 clusters Score -2.099779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -20997788.000000 Penalty: 5944.337891
	Iteration 64Q: 3 clusters Score -2.099779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -20997778.000000 Penalty: 5944.337891
	Iteration 65Q: 3 clusters Score -2.099778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -20997764.000000 Penalty: 5944.337891
	Iteration 66Q: 3 clusters Score -2.099776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -20997778.000000 Penalty: 5944.337891
	Iteration 67Q: 3 clusters Score -2.099778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -20997778.000000 Penalty: 5944.337891
	Iteration 68F: 3 clusters Score -2.099778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1629546.750000 Penalty: 2342.932373
	Iteration 0F: 2 clusters Score -1629547 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 6313 members 
Entering Unmasked Estep 
Score: -1620190.250000 Penalty: 4685.864746
	Iteration 0F: 3 clusters Score -1620190 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1623373.375000 Penalty: 4685.864746
	Iteration 1F: 3 clusters Score -1623373 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1624011.125000 Penalty: 4685.864746
	Iteration 2F: 3 clusters Score -1624011 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1624553.125000 Penalty: 4685.864746
	Iteration 3F: 3 clusters Score -1624553 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1625074.500000 Penalty: 4685.864746
	Iteration 4F: 3 clusters Score -1625074 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1625591.250000 Penalty: 4685.864746
	Iteration 5F: 3 clusters Score -1625591 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1626053.125000 Penalty: 4685.864746
	Iteration 6F: 3 clusters Score -1626053 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1626417.250000 Penalty: 4685.864746
	Iteration 7Q: 3 clusters Score -1626417 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1626717.625000 Penalty: 4685.864746
	Iteration 8Q: 3 clusters Score -1626718 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1626934.750000 Penalty: 4685.864746
	Iteration 9Q: 3 clusters Score -1626935 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1627103.125000 Penalty: 4685.864746
	Iteration 10Q: 3 clusters Score -1627103 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1627238.750000 Penalty: 4685.864746
	Iteration 11Q: 3 clusters Score -1627239 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1627340.250000 Penalty: 4685.864746
	Iteration 12Q: 3 clusters Score -1627340 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1627399.000000 Penalty: 4685.864746
	Iteration 13Q: 3 clusters Score -1627399 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1627442.500000 Penalty: 4685.864746
	Iteration 14Q: 3 clusters Score -1627442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1627475.125000 Penalty: 4685.864746
	Iteration 15Q: 3 clusters Score -1627475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1627503.875000 Penalty: 4685.864746
	Iteration 16Q: 3 clusters Score -1627504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1627532.750000 Penalty: 4685.864746
	Iteration 17Q: 3 clusters Score -1627533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1627562.750000 Penalty: 4685.864746
	Iteration 18Q: 3 clusters Score -1627563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1627594.625000 Penalty: 4685.864746
	Iteration 19Q: 3 clusters Score -1627595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1627620.875000 Penalty: 4685.864746
	Iteration 20F: 3 clusters Score -1627621 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1627651.250000 Penalty: 4685.864746
	Iteration 21Q: 3 clusters Score -1627651 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1627681.625000 Penalty: 4685.864746
	Iteration 22Q: 3 clusters Score -1627682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1627718.875000 Penalty: 4685.864746
	Iteration 23Q: 3 clusters Score -1627719 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1627755.125000 Penalty: 4685.864746
	Iteration 24Q: 3 clusters Score -1627755 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1627804.750000 Penalty: 4685.864746
	Iteration 25Q: 3 clusters Score -1627805 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1627857.750000 Penalty: 4685.864746
	Iteration 26Q: 3 clusters Score -1627858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1627920.250000 Penalty: 4685.864746
	Iteration 27Q: 3 clusters Score -1627920 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1627987.250000 Penalty: 4685.864746
	Iteration 28Q: 3 clusters Score -1627987 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1628057.125000 Penalty: 4685.864746
	Iteration 29Q: 3 clusters Score -1628057 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1628131.000000 Penalty: 4685.864746
	Iteration 30Q: 3 clusters Score -1628131 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1628202.750000 Penalty: 4685.864746
	Iteration 31Q: 3 clusters Score -1628203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1628266.375000 Penalty: 4685.864746
	Iteration 32Q: 3 clusters Score -1628266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1628350.125000 Penalty: 4685.864746
	Iteration 33Q: 3 clusters Score -1628350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1628428.375000 Penalty: 4685.864746
	Iteration 34Q: 3 clusters Score -1628428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1628501.250000 Penalty: 4685.864746
	Iteration 35Q: 3 clusters Score -1628501 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1628577.125000 Penalty: 4685.864746
	Iteration 36Q: 3 clusters Score -1628577 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1628634.625000 Penalty: 4685.864746
	Iteration 37Q: 3 clusters Score -1628635 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1628684.250000 Penalty: 4685.864746
	Iteration 38Q: 3 clusters Score -1628684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1628740.500000 Penalty: 4685.864746
	Iteration 39Q: 3 clusters Score -1628740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1628775.625000 Penalty: 4685.864746
	Iteration 40F: 3 clusters Score -1628776 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1628817.375000 Penalty: 4685.864746
	Iteration 41Q: 3 clusters Score -1628817 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1628856.750000 Penalty: 4685.864746
	Iteration 42Q: 3 clusters Score -1628857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1628887.125000 Penalty: 4685.864746
	Iteration 43Q: 3 clusters Score -1628887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1628909.750000 Penalty: 4685.864746
	Iteration 44Q: 3 clusters Score -1628910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1628927.875000 Penalty: 4685.864746
	Iteration 45Q: 3 clusters Score -1628928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1628942.000000 Penalty: 4685.864746
	Iteration 46Q: 3 clusters Score -1628942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1628954.250000 Penalty: 4685.864746
	Iteration 47Q: 3 clusters Score -1628954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1628966.500000 Penalty: 4685.864746
	Iteration 48Q: 3 clusters Score -1628966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1628975.375000 Penalty: 4685.864746
	Iteration 49Q: 3 clusters Score -1628975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1628983.125000 Penalty: 4685.864746
	Iteration 50Q: 3 clusters Score -1628983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1628991.625000 Penalty: 4685.864746
	Iteration 51Q: 3 clusters Score -1628992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1628992.000000 Penalty: 4685.864746
	Iteration 52Q: 3 clusters Score -1628992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1629000.625000 Penalty: 4685.864746
	Iteration 53Q: 3 clusters Score -1629001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1629001.750000 Penalty: 4685.864746
	Iteration 54Q: 3 clusters Score -1629002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1629005.250000 Penalty: 4685.864746
	Iteration 55Q: 3 clusters Score -1629005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1629014.500000 Penalty: 4685.864746
	Iteration 56Q: 3 clusters Score -1629014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1629019.250000 Penalty: 4685.864746
	Iteration 57Q: 3 clusters Score -1629019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1629024.875000 Penalty: 4685.864746
	Iteration 58Q: 3 clusters Score -1629025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1629035.750000 Penalty: 4685.864746
	Iteration 59Q: 3 clusters Score -1629036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1629044.000000 Penalty: 4685.864746
	Iteration 60F: 3 clusters Score -1629044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1629058.125000 Penalty: 4685.864746
	Iteration 61Q: 3 clusters Score -1629058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1629081.375000 Penalty: 4685.864746
	Iteration 62Q: 3 clusters Score -1629081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1629096.750000 Penalty: 4685.864746
	Iteration 63Q: 3 clusters Score -1629097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1629114.750000 Penalty: 4685.864746
	Iteration 64Q: 3 clusters Score -1629115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1629123.375000 Penalty: 4685.864746
	Iteration 65Q: 3 clusters Score -1629123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1629132.125000 Penalty: 4685.864746
	Iteration 66Q: 3 clusters Score -1629132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1629137.250000 Penalty: 4685.864746
	Iteration 67Q: 3 clusters Score -1629137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1629135.500000 Penalty: 4685.864746
	Iteration 68Q: 3 clusters Score -1629136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1629139.125000 Penalty: 4685.864746
	Iteration 69Q: 3 clusters Score -1629139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1629144.875000 Penalty: 4685.864746
	Iteration 70Q: 3 clusters Score -1629145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1629147.500000 Penalty: 4685.864746
	Iteration 71Q: 3 clusters Score -1629148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1629152.875000 Penalty: 4685.864746
	Iteration 72Q: 3 clusters Score -1629153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1629153.000000 Penalty: 4685.864746
	Iteration 73Q: 3 clusters Score -1629153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1629149.875000 Penalty: 4685.864746
	Iteration 74Q: 3 clusters Score -1629150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1629151.125000 Penalty: 4685.864746
	Iteration 75Q: 3 clusters Score -1629151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1629152.750000 Penalty: 4685.864746
	Iteration 76Q: 3 clusters Score -1629153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1629152.750000 Penalty: 4685.864746
	Iteration 77Q: 3 clusters Score -1629153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1629155.750000 Penalty: 4685.864746
	Iteration 78Q: 3 clusters Score -1629156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1629155.750000 Penalty: 4685.864746
	Iteration 79F: 3 clusters Score -1629156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (194605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194605 members 
Entering Unmasked Estep 
Score: -25216556.000000 Penalty: 3020.324219
	Iteration 0F: 2 clusters Score -2.521656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -25088968.000000 Penalty: 6040.648438
	Iteration 0F: 3 clusters Score -2.508897e+07 nChanged 93856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -25145536.000000 Penalty: 6040.648438
	Iteration 1F: 3 clusters Score -2.514554e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -25149380.000000 Penalty: 6040.648438
	Iteration 2Q: 3 clusters Score -2.514938e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -25156748.000000 Penalty: 6040.648438
	Iteration 3F: 3 clusters Score -2.515675e+07 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -25169632.000000 Penalty: 6040.648438
	Iteration 4F: 3 clusters Score -2.516963e+07 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114312 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -25191644.000000 Penalty: 6040.648438
	Iteration 5F: 3 clusters Score -2.519164e+07 nChanged 19829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -25226606.000000 Penalty: 6040.648438
	Iteration 6F: 3 clusters Score -2.522661e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -25258374.000000 Penalty: 6040.648438
	Iteration 7F: 3 clusters Score -2.525837e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -25265874.000000 Penalty: 6040.648438
	Iteration 8Q: 3 clusters Score -2.526587e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114773 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -25266748.000000 Penalty: 6040.648438
	Iteration 9Q: 3 clusters Score -2.526675e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -25266912.000000 Penalty: 6040.648438
	Iteration 10Q: 3 clusters Score -2.526691e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -25267004.000000 Penalty: 6040.648438
	Iteration 11Q: 3 clusters Score -2.5267e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -25267042.000000 Penalty: 6040.648438
	Iteration 12Q: 3 clusters Score -2.526704e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113305 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -25267032.000000 Penalty: 6040.648438
	Iteration 13Q: 3 clusters Score -2.526703e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -25267104.000000 Penalty: 6040.648438
	Iteration 14Q: 3 clusters Score -2.52671e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112982 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -25267086.000000 Penalty: 6040.648438
	Iteration 15Q: 3 clusters Score -2.526709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -25267080.000000 Penalty: 6040.648438
	Iteration 16Q: 3 clusters Score -2.526708e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -25267074.000000 Penalty: 6040.648438
	Iteration 17Q: 3 clusters Score -2.526707e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112753 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -25267098.000000 Penalty: 6040.648438
	Iteration 18Q: 3 clusters Score -2.52671e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112702 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -25267098.000000 Penalty: 6040.648438
	Iteration 19Q: 3 clusters Score -2.52671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112673 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -25267088.000000 Penalty: 6040.648438
	Iteration 20F: 3 clusters Score -2.526709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112645 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -25267072.000000 Penalty: 6040.648438
	Iteration 21Q: 3 clusters Score -2.526707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -25267062.000000 Penalty: 6040.648438
	Iteration 22Q: 3 clusters Score -2.526706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -25267048.000000 Penalty: 6040.648438
	Iteration 23Q: 3 clusters Score -2.526705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -25267050.000000 Penalty: 6040.648438
	Iteration 24Q: 3 clusters Score -2.526705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -25267056.000000 Penalty: 6040.648438
	Iteration 25Q: 3 clusters Score -2.526706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -25267056.000000 Penalty: 6040.648438
	Iteration 26Q: 3 clusters Score -2.526706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -25267062.000000 Penalty: 6040.648438
	Iteration 27Q: 3 clusters Score -2.526706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -25267056.000000 Penalty: 6040.648438
	Iteration 28Q: 3 clusters Score -2.526706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -25267056.000000 Penalty: 6040.648438
	Iteration 29F: 3 clusters Score -2.526706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 112591 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 5809 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 6596 members 
Mstep: Class 41 contains 82014 members 
Entering Unmasked Estep 
Score: -111237416.000000 Penalty: 139205.625000
Splitting cluster 34 changes total score from -111180944.000000 to -111237416.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 91578 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 18564 members 
Mstep: Class 9 contains 55305 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 17667 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 47957 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 160260 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 112591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246344.000000 Penalty: 139205.625000
Iteration 79Q: 42 clusters Score -1.112463e+08 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2133 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 91565 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 55299 members 
Mstep: Class 10 contains 25272 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 18172 members 
Mstep: Class 15 contains 28473 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 49974 members 
Mstep: Class 18 contains 5425 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 7391 members 
Mstep: Class 22 contains 827 members 
Mstep: Class 23 contains 14866 members 
Mstep: Class 24 contains 7058 members 
Mstep: Class 25 contains 9777 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 1775 members 
Mstep: Class 28 contains 48504 members 
Mstep: Class 29 contains 7416 members 
Mstep: Class 30 contains 6423 members 
Mstep: Class 31 contains 39169 members 
Mstep: Class 32 contains 161240 members 
Mstep: Class 33 contains 12666 members 
Mstep: Class 34 contains 114179 members 
Mstep: Class 35 contains 827 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 5755 members 
Mstep: Class 38 contains 1644 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 6353 members 
Mstep: Class 41 contains 79062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111254672.000000 Penalty: 139205.625000
Iteration 80F: 42 clusters Score -1.112547e+08 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 14622 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 91292 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 18356 members 
Mstep: Class 9 contains 54894 members 
Mstep: Class 10 contains 25210 members 
Mstep: Class 11 contains 7628 members 
Mstep: Class 12 contains 6332 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 16452 members 
Mstep: Class 15 contains 28459 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 49825 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 9652 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 7389 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 14808 members 
Mstep: Class 24 contains 7056 members 
Mstep: Class 25 contains 9724 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 1744 members 
Mstep: Class 28 contains 48378 members 
Mstep: Class 29 contains 7261 members 
Mstep: Class 30 contains 6433 members 
Mstep: Class 31 contains 39118 members 
Mstep: Class 32 contains 161594 members 
Mstep: Class 33 contains 12662 members 
Mstep: Class 34 contains 114938 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 2559 members 
Mstep: Class 37 contains 5920 members 
Mstep: Class 38 contains 1860 members 
Mstep: Class 39 contains 635 members 
Mstep: Class 40 contains 7363 members 
Mstep: Class 41 contains 80410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258240.000000 Penalty: 139205.625000
Iteration 81Q: 42 clusters Score -1.112582e+08 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 91066 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 18193 members 
Mstep: Class 9 contains 54550 members 
Mstep: Class 10 contains 25172 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 15439 members 
Mstep: Class 15 contains 28477 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 49692 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 9103 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 7386 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14785 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 9680 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 48197 members 
Mstep: Class 29 contains 7189 members 
Mstep: Class 30 contains 6457 members 
Mstep: Class 31 contains 39207 members 
Mstep: Class 32 contains 161833 members 
Mstep: Class 33 contains 12662 members 
Mstep: Class 34 contains 115598 members 
Mstep: Class 35 contains 872 members 
Mstep: Class 36 contains 2598 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 1966 members 
Mstep: Class 39 contains 633 members 
Mstep: Class 40 contains 8140 members 
Mstep: Class 41 contains 80917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260016.000000 Penalty: 139205.625000
Iteration 82Q: 42 clusters Score -1.1126e+08 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 90878 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 18087 members 
Mstep: Class 9 contains 54264 members 
Mstep: Class 10 contains 25148 members 
Mstep: Class 11 contains 7613 members 
Mstep: Class 12 contains 6187 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 28495 members 
Mstep: Class 16 contains 3553 members 
Mstep: Class 17 contains 49579 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 8707 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 7383 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14791 members 
Mstep: Class 24 contains 7145 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 48045 members 
Mstep: Class 29 contains 7146 members 
Mstep: Class 30 contains 6476 members 
Mstep: Class 31 contains 39307 members 
Mstep: Class 32 contains 162010 members 
Mstep: Class 33 contains 12664 members 
Mstep: Class 34 contains 116107 members 
Mstep: Class 35 contains 875 members 
Mstep: Class 36 contains 2619 members 
Mstep: Class 37 contains 6038 members 
Mstep: Class 38 contains 2039 members 
Mstep: Class 39 contains 628 members 
Mstep: Class 40 contains 8712 members 
Mstep: Class 41 contains 81318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260768.000000 Penalty: 139205.625000
Iteration 83Q: 42 clusters Score -1.112608e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 90710 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 17996 members 
Mstep: Class 9 contains 54025 members 
Mstep: Class 10 contains 25101 members 
Mstep: Class 11 contains 7617 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 28522 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 49503 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 8393 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 7375 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14794 members 
Mstep: Class 24 contains 7201 members 
Mstep: Class 25 contains 9587 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 47936 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 6489 members 
Mstep: Class 31 contains 39358 members 
Mstep: Class 32 contains 162125 members 
Mstep: Class 33 contains 12671 members 
Mstep: Class 34 contains 116516 members 
Mstep: Class 35 contains 877 members 
Mstep: Class 36 contains 2635 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 2093 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 9171 members 
Mstep: Class 41 contains 81646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261600.000000 Penalty: 139205.625000
Iteration 84Q: 42 clusters Score -1.112616e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 90590 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 17918 members 
Mstep: Class 9 contains 53800 members 
Mstep: Class 10 contains 25085 members 
Mstep: Class 11 contains 7620 members 
Mstep: Class 12 contains 6092 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 13723 members 
Mstep: Class 15 contains 28541 members 
Mstep: Class 16 contains 3567 members 
Mstep: Class 17 contains 49445 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 8182 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 7373 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14811 members 
Mstep: Class 24 contains 7246 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 47832 members 
Mstep: Class 29 contains 7088 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39406 members 
Mstep: Class 32 contains 162169 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 116786 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2648 members 
Mstep: Class 37 contains 6099 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 9531 members 
Mstep: Class 41 contains 81929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261720.000000 Penalty: 139205.625000
Iteration 85Q: 42 clusters Score -1.112617e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 90469 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 53597 members 
Mstep: Class 10 contains 25070 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 13406 members 
Mstep: Class 15 contains 28556 members 
Mstep: Class 16 contains 3575 members 
Mstep: Class 17 contains 49402 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 7371 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 7279 members 
Mstep: Class 25 contains 9539 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 47759 members 
Mstep: Class 29 contains 7070 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39442 members 
Mstep: Class 32 contains 162214 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 116987 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2667 members 
Mstep: Class 37 contains 6118 members 
Mstep: Class 38 contains 2202 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 9848 members 
Mstep: Class 41 contains 82154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261744.000000 Penalty: 139205.625000
Iteration 86Q: 42 clusters Score -1.112617e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 90377 members 
Mstep: Class 7 contains 3245 members 
Mstep: Class 8 contains 17768 members 
Mstep: Class 9 contains 53452 members 
Mstep: Class 10 contains 25032 members 
Mstep: Class 11 contains 7615 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 13159 members 
Mstep: Class 15 contains 28579 members 
Mstep: Class 16 contains 3588 members 
Mstep: Class 17 contains 49374 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 7372 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14815 members 
Mstep: Class 24 contains 7315 members 
Mstep: Class 25 contains 9525 members 
Mstep: Class 26 contains 1690 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 47704 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39486 members 
Mstep: Class 32 contains 162242 members 
Mstep: Class 33 contains 12702 members 
Mstep: Class 34 contains 117133 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2666 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 10101 members 
Mstep: Class 41 contains 82322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261752.000000 Penalty: 139205.625000
Iteration 87Q: 42 clusters Score -1.112618e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 14593 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 90291 members 
Mstep: Class 7 contains 3245 members 
Mstep: Class 8 contains 17723 members 
Mstep: Class 9 contains 53341 members 
Mstep: Class 10 contains 25015 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 12970 members 
Mstep: Class 15 contains 28595 members 
Mstep: Class 16 contains 3601 members 
Mstep: Class 17 contains 49336 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 7793 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 7371 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 7346 members 
Mstep: Class 25 contains 9514 members 
Mstep: Class 26 contains 1698 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 47644 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39527 members 
Mstep: Class 32 contains 162261 members 
Mstep: Class 33 contains 12712 members 
Mstep: Class 34 contains 117242 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2670 members 
Mstep: Class 37 contains 6132 members 
Mstep: Class 38 contains 2305 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 10327 members 
Mstep: Class 41 contains 82437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262128.000000 Penalty: 139205.625000
Iteration 88Q: 42 clusters Score -1.112621e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 90225 members 
Mstep: Class 7 contains 3245 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 53242 members 
Mstep: Class 10 contains 25014 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 49307 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 7722 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 7371 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14817 members 
Mstep: Class 24 contains 7374 members 
Mstep: Class 25 contains 9503 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 47612 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39549 members 
Mstep: Class 32 contains 162233 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117335 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2668 members 
Mstep: Class 37 contains 6134 members 
Mstep: Class 38 contains 2344 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 10515 members 
Mstep: Class 41 contains 82526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262184.000000 Penalty: 139205.625000
Iteration 89Q: 42 clusters Score -1.112622e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 14576 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 90173 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 17634 members 
Mstep: Class 9 contains 53160 members 
Mstep: Class 10 contains 24994 members 
Mstep: Class 11 contains 7610 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 12677 members 
Mstep: Class 15 contains 28640 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 49284 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 7686 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 7373 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 14818 members 
Mstep: Class 24 contains 7396 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 47580 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39578 members 
Mstep: Class 32 contains 162218 members 
Mstep: Class 33 contains 12731 members 
Mstep: Class 34 contains 117417 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2672 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 2398 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 10650 members 
Mstep: Class 41 contains 82588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262512.000000 Penalty: 139205.625000
Iteration 90Q: 42 clusters Score -1.112625e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 14568 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 90136 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 17609 members 
Mstep: Class 9 contains 53078 members 
Mstep: Class 10 contains 24965 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12560 members 
Mstep: Class 15 contains 28664 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 17 contains 49271 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 7376 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14820 members 
Mstep: Class 24 contains 7419 members 
Mstep: Class 25 contains 9491 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 47538 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39579 members 
Mstep: Class 32 contains 162194 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 117485 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2671 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 2462 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 10790 members 
Mstep: Class 41 contains 82633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262360.000000 Penalty: 139205.625000
Iteration 91Q: 42 clusters Score -1.112624e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 14560 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 90107 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 8 contains 17581 members 
Mstep: Class 9 contains 52999 members 
Mstep: Class 10 contains 24946 members 
Mstep: Class 11 contains 7613 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12453 members 
Mstep: Class 15 contains 28696 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 17 contains 49261 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 3746 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14822 members 
Mstep: Class 24 contains 7433 members 
Mstep: Class 25 contains 9487 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 47496 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39580 members 
Mstep: Class 32 contains 162183 members 
Mstep: Class 33 contains 12739 members 
Mstep: Class 34 contains 117536 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2667 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 2529 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 10920 members 
Mstep: Class 41 contains 82682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262448.000000 Penalty: 139205.625000
Iteration 92Q: 42 clusters Score -1.112624e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 90084 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 17554 members 
Mstep: Class 9 contains 52936 members 
Mstep: Class 10 contains 24936 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12360 members 
Mstep: Class 15 contains 28723 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 49252 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 3793 members 
Mstep: Class 21 contains 7385 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14824 members 
Mstep: Class 24 contains 7450 members 
Mstep: Class 25 contains 9481 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 47450 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39570 members 
Mstep: Class 32 contains 162165 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 117572 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2661 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 2603 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 11009 members 
Mstep: Class 41 contains 82730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262680.000000 Penalty: 139205.625000
Iteration 93Q: 42 clusters Score -1.112627e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 90050 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 52890 members 
Mstep: Class 10 contains 24941 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5791 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12279 members 
Mstep: Class 15 contains 28756 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5407 members 
Mstep: Class 19 contains 7655 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 7386 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14830 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 47398 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39562 members 
Mstep: Class 32 contains 162164 members 
Mstep: Class 33 contains 12745 members 
Mstep: Class 34 contains 117609 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2657 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 2664 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 11099 members 
Mstep: Class 41 contains 82758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262984.000000 Penalty: 139205.625000
Iteration 94Q: 42 clusters Score -1.11263e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 90023 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 17504 members 
Mstep: Class 9 contains 52834 members 
Mstep: Class 10 contains 24923 members 
Mstep: Class 11 contains 7616 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12204 members 
Mstep: Class 15 contains 28778 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 7387 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14831 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9472 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 47360 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39571 members 
Mstep: Class 32 contains 162159 members 
Mstep: Class 33 contains 12749 members 
Mstep: Class 34 contains 117627 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2652 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 2741 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11186 members 
Mstep: Class 41 contains 82786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263224.000000 Penalty: 139205.625000
Iteration 95Q: 42 clusters Score -1.112632e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 14526 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 90007 members 
Mstep: Class 7 contains 3277 members 
Mstep: Class 8 contains 17473 members 
Mstep: Class 9 contains 52780 members 
Mstep: Class 10 contains 24913 members 
Mstep: Class 11 contains 7617 members 
Mstep: Class 12 contains 5728 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12154 members 
Mstep: Class 15 contains 28814 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 49216 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 7386 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14834 members 
Mstep: Class 24 contains 7486 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 47326 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39551 members 
Mstep: Class 32 contains 162148 members 
Mstep: Class 33 contains 12748 members 
Mstep: Class 34 contains 117646 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2646 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 2808 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11277 members 
Mstep: Class 41 contains 82814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263456.000000 Penalty: 139205.625000
Iteration 96Q: 42 clusters Score -1.112635e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 14516 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 89996 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 17439 members 
Mstep: Class 9 contains 52742 members 
Mstep: Class 10 contains 24892 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 28841 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 3954 members 
Mstep: Class 21 contains 7389 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14838 members 
Mstep: Class 24 contains 7491 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 1685 members 
Mstep: Class 28 contains 47281 members 
Mstep: Class 29 contains 7059 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39534 members 
Mstep: Class 32 contains 162137 members 
Mstep: Class 33 contains 12745 members 
Mstep: Class 34 contains 117668 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2639 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 2892 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11346 members 
Mstep: Class 41 contains 82846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263328.000000 Penalty: 139205.625000
Iteration 97Q: 42 clusters Score -1.112633e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 89994 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 17400 members 
Mstep: Class 9 contains 52692 members 
Mstep: Class 10 contains 24873 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 15 contains 28856 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 49196 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 7390 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14839 members 
Mstep: Class 24 contains 7497 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 47228 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39551 members 
Mstep: Class 32 contains 162146 members 
Mstep: Class 33 contains 12740 members 
Mstep: Class 34 contains 117693 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2635 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 2960 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11389 members 
Mstep: Class 41 contains 82871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263376.000000 Penalty: 139205.625000
Iteration 98Q: 42 clusters Score -1.112634e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 89981 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 17355 members 
Mstep: Class 9 contains 52662 members 
Mstep: Class 10 contains 24841 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11997 members 
Mstep: Class 15 contains 28880 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 49192 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 7393 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14837 members 
Mstep: Class 24 contains 7501 members 
Mstep: Class 25 contains 9450 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 47173 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39559 members 
Mstep: Class 32 contains 162145 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 117708 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2632 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 3047 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11433 members 
Mstep: Class 41 contains 82893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263616.000000 Penalty: 139205.625000
Iteration 99Q: 42 clusters Score -1.112636e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 89971 members 
Mstep: Class 7 contains 3292 members 
Mstep: Class 8 contains 17308 members 
Mstep: Class 9 contains 52641 members 
Mstep: Class 10 contains 24818 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 5658 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 49193 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4102 members 
Mstep: Class 21 contains 7397 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14836 members 
Mstep: Class 24 contains 7500 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 47090 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39559 members 
Mstep: Class 32 contains 162150 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 117718 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2623 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 3129 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11477 members 
Mstep: Class 41 contains 82913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263528.000000 Penalty: 139205.625000
Iteration 100F: 42 clusters Score -1.112635e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 89967 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 17254 members 
Mstep: Class 9 contains 52623 members 
Mstep: Class 10 contains 24789 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11936 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 49192 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 7613 members 
Mstep: Class 20 contains 4146 members 
Mstep: Class 21 contains 7400 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14837 members 
Mstep: Class 24 contains 7510 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 47011 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39554 members 
Mstep: Class 32 contains 162142 members 
Mstep: Class 33 contains 12738 members 
Mstep: Class 34 contains 117728 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2613 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 3216 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11519 members 
Mstep: Class 41 contains 82937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263960.000000 Penalty: 139205.625000
Iteration 101Q: 42 clusters Score -1.11264e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 89959 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 9 contains 52602 members 
Mstep: Class 10 contains 24769 members 
Mstep: Class 11 contains 7621 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11913 members 
Mstep: Class 15 contains 28949 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 5432 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14839 members 
Mstep: Class 24 contains 7512 members 
Mstep: Class 25 contains 9445 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1669 members 
Mstep: Class 28 contains 46915 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39556 members 
Mstep: Class 32 contains 162122 members 
Mstep: Class 33 contains 12738 members 
Mstep: Class 34 contains 117732 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2607 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 3285 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11571 members 
Mstep: Class 41 contains 82964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264472.000000 Penalty: 139205.625000
Iteration 102Q: 42 clusters Score -1.112645e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 14486 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 89951 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 52584 members 
Mstep: Class 10 contains 24726 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11881 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 5433 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14841 members 
Mstep: Class 24 contains 7512 members 
Mstep: Class 25 contains 9441 members 
Mstep: Class 26 contains 1706 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 46820 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 6508 members 
Mstep: Class 31 contains 39567 members 
Mstep: Class 32 contains 162102 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 117733 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2598 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 3417 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11626 members 
Mstep: Class 41 contains 82993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264856.000000 Penalty: 139205.625000
Iteration 103Q: 42 clusters Score -1.112649e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 14485 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 89943 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 17071 members 
Mstep: Class 9 contains 52565 members 
Mstep: Class 10 contains 24662 members 
Mstep: Class 11 contains 7617 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11843 members 
Mstep: Class 15 contains 28993 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 49175 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14841 members 
Mstep: Class 24 contains 7505 members 
Mstep: Class 25 contains 9439 members 
Mstep: Class 26 contains 1702 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 46725 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39558 members 
Mstep: Class 32 contains 162081 members 
Mstep: Class 33 contains 12732 members 
Mstep: Class 34 contains 117739 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2591 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 3625 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 11678 members 
Mstep: Class 41 contains 83006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265400.000000 Penalty: 139205.625000
Iteration 104Q: 42 clusters Score -1.112654e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 14482 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 89927 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16999 members 
Mstep: Class 9 contains 52554 members 
Mstep: Class 10 contains 24591 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 29033 members 
Mstep: Class 16 contains 3766 members 
Mstep: Class 17 contains 49182 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 4364 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14840 members 
Mstep: Class 24 contains 7498 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 1703 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 46624 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39548 members 
Mstep: Class 32 contains 162080 members 
Mstep: Class 33 contains 12732 members 
Mstep: Class 34 contains 117739 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2587 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 3841 members 
Mstep: Class 39 contains 627 members 
Mstep: Class 40 contains 11736 members 
Mstep: Class 41 contains 83015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265768.000000 Penalty: 139205.625000
Iteration 105Q: 42 clusters Score -1.112658e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 14481 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 89912 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 16948 members 
Mstep: Class 9 contains 52550 members 
Mstep: Class 10 contains 24528 members 
Mstep: Class 11 contains 7613 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11738 members 
Mstep: Class 15 contains 29057 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 49179 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 4383 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14844 members 
Mstep: Class 24 contains 7495 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 1643 members 
Mstep: Class 28 contains 46550 members 
Mstep: Class 29 contains 7063 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39539 members 
Mstep: Class 32 contains 162081 members 
Mstep: Class 33 contains 12729 members 
Mstep: Class 34 contains 117746 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2579 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 4032 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 11768 members 
Mstep: Class 41 contains 83031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265736.000000 Penalty: 139205.625000
Iteration 106Q: 42 clusters Score -1.112657e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 14481 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 89890 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 52542 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 29089 members 
Mstep: Class 16 contains 3776 members 
Mstep: Class 17 contains 49182 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 7613 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14846 members 
Mstep: Class 24 contains 7491 members 
Mstep: Class 25 contains 9451 members 
Mstep: Class 26 contains 1706 members 
Mstep: Class 27 contains 1638 members 
Mstep: Class 28 contains 46489 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39537 members 
Mstep: Class 32 contains 162081 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117743 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2571 members 
Mstep: Class 37 contains 6142 members 
Mstep: Class 38 contains 4185 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 11793 members 
Mstep: Class 41 contains 83052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265944.000000 Penalty: 139205.625000
Iteration 107Q: 42 clusters Score -1.112659e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 14476 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 89875 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 52539 members 
Mstep: Class 10 contains 24425 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11675 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14843 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1634 members 
Mstep: Class 28 contains 46424 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39543 members 
Mstep: Class 32 contains 162094 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117743 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2576 members 
Mstep: Class 37 contains 6144 members 
Mstep: Class 38 contains 4309 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 11807 members 
Mstep: Class 41 contains 83061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266048.000000 Penalty: 139205.625000
Iteration 108Q: 42 clusters Score -1.11266e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 14471 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 89864 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 16823 members 
Mstep: Class 9 contains 52528 members 
Mstep: Class 10 contains 24384 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11641 members 
Mstep: Class 15 contains 29138 members 
Mstep: Class 16 contains 3784 members 
Mstep: Class 17 contains 49202 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 7620 members 
Mstep: Class 20 contains 4415 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14842 members 
Mstep: Class 24 contains 7485 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 1629 members 
Mstep: Class 28 contains 46364 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39552 members 
Mstep: Class 32 contains 162109 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117737 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2577 members 
Mstep: Class 37 contains 6145 members 
Mstep: Class 38 contains 4415 members 
Mstep: Class 39 contains 625 members 
Mstep: Class 40 contains 11824 members 
Mstep: Class 41 contains 83080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266056.000000 Penalty: 139205.625000
Iteration 109Q: 42 clusters Score -1.112661e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 14468 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 89850 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 16791 members 
Mstep: Class 9 contains 52527 members 
Mstep: Class 10 contains 24350 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11604 members 
Mstep: Class 15 contains 29157 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14846 members 
Mstep: Class 24 contains 7484 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 46310 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39569 members 
Mstep: Class 32 contains 162118 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117738 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2577 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4510 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11834 members 
Mstep: Class 41 contains 83093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266088.000000 Penalty: 139205.625000
Iteration 110Q: 42 clusters Score -1.112661e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 14467 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89840 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 16756 members 
Mstep: Class 9 contains 52527 members 
Mstep: Class 10 contains 24318 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11573 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 3791 members 
Mstep: Class 17 contains 49209 members 
Mstep: Class 18 contains 5355 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7483 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 46259 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39580 members 
Mstep: Class 32 contains 162123 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2576 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4606 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11844 members 
Mstep: Class 41 contains 83114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266216.000000 Penalty: 139205.625000
Iteration 111Q: 42 clusters Score -1.112662e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 14467 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89833 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 16726 members 
Mstep: Class 9 contains 52523 members 
Mstep: Class 10 contains 24288 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 5595 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11535 members 
Mstep: Class 15 contains 29190 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 49211 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 4441 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 46223 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39590 members 
Mstep: Class 32 contains 162122 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117740 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2575 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4683 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11848 members 
Mstep: Class 41 contains 83138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266232.000000 Penalty: 139205.625000
Iteration 112Q: 42 clusters Score -1.112662e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89826 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 52518 members 
Mstep: Class 10 contains 24281 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11494 members 
Mstep: Class 15 contains 29196 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 1735 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 46202 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39603 members 
Mstep: Class 32 contains 162117 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117735 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2575 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4726 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11860 members 
Mstep: Class 41 contains 83158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266352.000000 Penalty: 139205.625000
Iteration 113Q: 42 clusters Score -1.112664e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 14463 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89824 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16709 members 
Mstep: Class 9 contains 52511 members 
Mstep: Class 10 contains 24274 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 5581 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 29212 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 4471 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7479 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 46183 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39611 members 
Mstep: Class 32 contains 162109 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117737 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2574 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4766 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11869 members 
Mstep: Class 41 contains 83172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266496.000000 Penalty: 139205.625000
Iteration 114Q: 42 clusters Score -1.112665e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 14461 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89819 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16696 members 
Mstep: Class 9 contains 52505 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 29238 members 
Mstep: Class 16 contains 3822 members 
Mstep: Class 17 contains 49202 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 1737 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 46169 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6508 members 
Mstep: Class 31 contains 39613 members 
Mstep: Class 32 contains 162118 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2574 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4789 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11886 members 
Mstep: Class 41 contains 83185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266344.000000 Penalty: 139205.625000
Iteration 115Q: 42 clusters Score -1.112663e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 14460 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89814 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16689 members 
Mstep: Class 9 contains 52505 members 
Mstep: Class 10 contains 24253 members 
Mstep: Class 11 contains 7606 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 29263 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 49201 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 4501 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7474 members 
Mstep: Class 25 contains 9451 members 
Mstep: Class 26 contains 1738 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 46158 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39608 members 
Mstep: Class 32 contains 162118 members 
Mstep: Class 33 contains 12723 members 
Mstep: Class 34 contains 117734 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2573 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4805 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11902 members 
Mstep: Class 41 contains 83192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266472.000000 Penalty: 139205.625000
Iteration 116Q: 42 clusters Score -1.112665e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14455 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89811 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 52503 members 
Mstep: Class 10 contains 24247 members 
Mstep: Class 11 contains 7600 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 29282 members 
Mstep: Class 16 contains 3861 members 
Mstep: Class 17 contains 49203 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 4511 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 9451 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 46143 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39608 members 
Mstep: Class 32 contains 162110 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117732 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2573 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4812 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11916 members 
Mstep: Class 41 contains 83204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266600.000000 Penalty: 139205.625000
Iteration 117Q: 42 clusters Score -1.112666e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14453 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89809 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 52504 members 
Mstep: Class 10 contains 24236 members 
Mstep: Class 11 contains 7599 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11365 members 
Mstep: Class 15 contains 29305 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7475 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 46127 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39603 members 
Mstep: Class 32 contains 162095 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117725 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2573 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4828 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11925 members 
Mstep: Class 41 contains 83213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266520.000000 Penalty: 139205.625000
Iteration 118Q: 42 clusters Score -1.112665e+08 nChanged 193
Entering ConstructFrom: 
Score: -111266520.000000 Penalty: 139205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -219767.343750 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -219767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -217353.718750 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -217353.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -217724.406250 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -217724.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -217825.531250 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -217825.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -217881.953125 Penalty: 3687.391602
	Iteration 3Q: 3 clusters Score -217882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -217915.640625 Penalty: 3687.391602
	Iteration 4Q: 3 clusters Score -217915.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217937.125000 Penalty: 3687.391602
	Iteration 5Q: 3 clusters Score -217937.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217949.562500 Penalty: 3687.391602
	Iteration 6Q: 3 clusters Score -217949.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -217959.984375 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -217960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -217967.562500 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -217967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217970.781250 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -217970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -217973.093750 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -217973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217974.031250 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -217974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217974.031250 Penalty: 3687.391602
	Iteration 12F: 3 clusters Score -217974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -226401.250000 Penalty: 1897.359863
	Iteration 0F: 2 clusters Score -226401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -223887.609375 Penalty: 3794.719727
	Iteration 0F: 3 clusters Score -223887.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225024.328125 Penalty: 3794.719727
	Iteration 1F: 3 clusters Score -225024.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225585.687500 Penalty: 3794.719727
	Iteration 2F: 3 clusters Score -225585.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -225900.656250 Penalty: 3794.719727
	Iteration 3F: 3 clusters Score -225900.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -226117.734375 Penalty: 3794.719727
	Iteration 4F: 3 clusters Score -226117.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -226238.250000 Penalty: 3794.719727
	Iteration 5Q: 3 clusters Score -226238.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -226298.234375 Penalty: 3794.719727
	Iteration 6Q: 3 clusters Score -226298.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226335.421875 Penalty: 3794.719727
	Iteration 7Q: 3 clusters Score -226335.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -226373.937500 Penalty: 3794.719727
	Iteration 8Q: 3 clusters Score -226373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -226418.812500 Penalty: 3794.719727
	Iteration 9Q: 3 clusters Score -226418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -226460.296875 Penalty: 3794.719727
	Iteration 10Q: 3 clusters Score -226460.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226532.562500 Penalty: 3794.719727
	Iteration 11Q: 3 clusters Score -226532.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226616.234375 Penalty: 3794.719727
	Iteration 12Q: 3 clusters Score -226616.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -226668.828125 Penalty: 3794.719727
	Iteration 13Q: 3 clusters Score -226668.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -226716.265625 Penalty: 3794.719727
	Iteration 14Q: 3 clusters Score -226716.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -226782.828125 Penalty: 3794.719727
	Iteration 15Q: 3 clusters Score -226782.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226838.203125 Penalty: 3794.719727
	Iteration 16Q: 3 clusters Score -226838.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -226868.484375 Penalty: 3794.719727
	Iteration 17Q: 3 clusters Score -226868.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -226883.343750 Penalty: 3794.719727
	Iteration 18Q: 3 clusters Score -226883.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -226891.781250 Penalty: 3794.719727
	Iteration 19Q: 3 clusters Score -226891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226895.968750 Penalty: 3794.719727
	Iteration 20F: 3 clusters Score -226896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -226900.015625 Penalty: 3794.719727
	Iteration 21Q: 3 clusters Score -226900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226901.265625 Penalty: 3794.719727
	Iteration 22Q: 3 clusters Score -226901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226903.625000 Penalty: 3794.719727
	Iteration 23Q: 3 clusters Score -226903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226904.578125 Penalty: 3794.719727
	Iteration 24Q: 3 clusters Score -226904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226909.031250 Penalty: 3794.719727
	Iteration 25Q: 3 clusters Score -226909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -226913.562500 Penalty: 3794.719727
	Iteration 26Q: 3 clusters Score -226913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226916.437500 Penalty: 3794.719727
	Iteration 27Q: 3 clusters Score -226916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226917.625000 Penalty: 3794.719727
	Iteration 28Q: 3 clusters Score -226917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226918.656250 Penalty: 3794.719727
	Iteration 29Q: 3 clusters Score -226918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226918.656250 Penalty: 3794.719727
	Iteration 30F: 3 clusters Score -226918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89810 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 52506 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 29327 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 46122 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39601 members 
Mstep: Class 32 contains 162087 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117728 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2572 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11938 members 
Mstep: Class 41 contains 83217 members 
Mstep: Class 42 contains 963 members 
Entering Unmasked Estep 
Score: -111265600.000000 Penalty: 142600.890625
Splitting cluster 2 changes total score from -111266520.000000 to -111265600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Entering Unmasked Estep 
Score: -1846941.875000 Penalty: 2375.404053
	Iteration 0F: 2 clusters Score -1846942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1836615.625000 Penalty: 4750.808105
	Iteration 0F: 3 clusters Score -1836616 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1840250.375000 Penalty: 4750.808105
	Iteration 1F: 3 clusters Score -1840250 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1840984.000000 Penalty: 4750.808105
	Iteration 2F: 3 clusters Score -1840984 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1841826.750000 Penalty: 4750.808105
	Iteration 3F: 3 clusters Score -1841827 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1842688.375000 Penalty: 4750.808105
	Iteration 4F: 3 clusters Score -1842688 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1843449.375000 Penalty: 4750.808105
	Iteration 5F: 3 clusters Score -1843449 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1844054.875000 Penalty: 4750.808105
	Iteration 6F: 3 clusters Score -1844055 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1844474.750000 Penalty: 4750.808105
	Iteration 7Q: 3 clusters Score -1844475 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1844802.375000 Penalty: 4750.808105
	Iteration 8Q: 3 clusters Score -1844802 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1845058.750000 Penalty: 4750.808105
	Iteration 9Q: 3 clusters Score -1845059 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1845275.250000 Penalty: 4750.808105
	Iteration 10Q: 3 clusters Score -1845275 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1845445.000000 Penalty: 4750.808105
	Iteration 11Q: 3 clusters Score -1845445 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1845570.125000 Penalty: 4750.808105
	Iteration 12Q: 3 clusters Score -1845570 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1845671.375000 Penalty: 4750.808105
	Iteration 13Q: 3 clusters Score -1845671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1845749.125000 Penalty: 4750.808105
	Iteration 14Q: 3 clusters Score -1845749 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1845801.500000 Penalty: 4750.808105
	Iteration 15Q: 3 clusters Score -1845802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1845842.375000 Penalty: 4750.808105
	Iteration 16Q: 3 clusters Score -1845842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1845872.875000 Penalty: 4750.808105
	Iteration 17Q: 3 clusters Score -1845873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1845901.000000 Penalty: 4750.808105
	Iteration 18Q: 3 clusters Score -1845901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1845917.750000 Penalty: 4750.808105
	Iteration 19Q: 3 clusters Score -1845918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1845922.125000 Penalty: 4750.808105
	Iteration 20F: 3 clusters Score -1845922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1845938.250000 Penalty: 4750.808105
	Iteration 21Q: 3 clusters Score -1845938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1845944.375000 Penalty: 4750.808105
	Iteration 22Q: 3 clusters Score -1845944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1845950.000000 Penalty: 4750.808105
	Iteration 23Q: 3 clusters Score -1845950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1845955.000000 Penalty: 4750.808105
	Iteration 24Q: 3 clusters Score -1845955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1845960.875000 Penalty: 4750.808105
	Iteration 25Q: 3 clusters Score -1845961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1845965.875000 Penalty: 4750.808105
	Iteration 26Q: 3 clusters Score -1845966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1845969.750000 Penalty: 4750.808105
	Iteration 27Q: 3 clusters Score -1845970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1845978.875000 Penalty: 4750.808105
	Iteration 28Q: 3 clusters Score -1845979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1845980.125000 Penalty: 4750.808105
	Iteration 29Q: 3 clusters Score -1845980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1845976.625000 Penalty: 4750.808105
	Iteration 30Q: 3 clusters Score -1845977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1845981.250000 Penalty: 4750.808105
	Iteration 31Q: 3 clusters Score -1845981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1845983.250000 Penalty: 4750.808105
	Iteration 32Q: 3 clusters Score -1845983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1845984.750000 Penalty: 4750.808105
	Iteration 33Q: 3 clusters Score -1845985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1845989.125000 Penalty: 4750.808105
	Iteration 34Q: 3 clusters Score -1845989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1845989.500000 Penalty: 4750.808105
	Iteration 35Q: 3 clusters Score -1845990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1845992.875000 Penalty: 4750.808105
	Iteration 36Q: 3 clusters Score -1845993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1845995.000000 Penalty: 4750.808105
	Iteration 37Q: 3 clusters Score -1845995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1845994.250000 Penalty: 4750.808105
	Iteration 38Q: 3 clusters Score -1845994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1845993.625000 Penalty: 4750.808105
	Iteration 39Q: 3 clusters Score -1845994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1845992.625000 Penalty: 4750.808105
	Iteration 40F: 3 clusters Score -1845993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1845992.625000 Penalty: 4750.808105
	Iteration 41Q: 3 clusters Score -1845993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1845997.375000 Penalty: 4750.808105
	Iteration 42Q: 3 clusters Score -1845997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1845998.375000 Penalty: 4750.808105
	Iteration 43Q: 3 clusters Score -1845998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1846002.125000 Penalty: 4750.808105
	Iteration 44Q: 3 clusters Score -1846002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1846001.500000 Penalty: 4750.808105
	Iteration 45Q: 3 clusters Score -1846002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1846004.625000 Penalty: 4750.808105
	Iteration 46Q: 3 clusters Score -1846005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1846006.500000 Penalty: 4750.808105
	Iteration 47Q: 3 clusters Score -1846006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1846008.875000 Penalty: 4750.808105
	Iteration 48Q: 3 clusters Score -1846009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1846011.500000 Penalty: 4750.808105
	Iteration 49Q: 3 clusters Score -1846012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1846013.875000 Penalty: 4750.808105
	Iteration 50Q: 3 clusters Score -1846014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1846010.375000 Penalty: 4750.808105
	Iteration 51Q: 3 clusters Score -1846010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1846012.375000 Penalty: 4750.808105
	Iteration 52Q: 3 clusters Score -1846012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1846019.000000 Penalty: 4750.808105
	Iteration 53Q: 3 clusters Score -1846019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1846020.000000 Penalty: 4750.808105
	Iteration 54Q: 3 clusters Score -1846020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1846018.500000 Penalty: 4750.808105
	Iteration 55Q: 3 clusters Score -1846018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1846021.375000 Penalty: 4750.808105
	Iteration 56Q: 3 clusters Score -1846021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1846022.125000 Penalty: 4750.808105
	Iteration 57Q: 3 clusters Score -1846022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1846025.000000 Penalty: 4750.808105
	Iteration 58Q: 3 clusters Score -1846025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1846023.250000 Penalty: 4750.808105
	Iteration 59Q: 3 clusters Score -1846023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1846022.875000 Penalty: 4750.808105
	Iteration 60F: 3 clusters Score -1846023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1846024.250000 Penalty: 4750.808105
	Iteration 61Q: 3 clusters Score -1846024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1846023.375000 Penalty: 4750.808105
	Iteration 62Q: 3 clusters Score -1846023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1846021.625000 Penalty: 4750.808105
	Iteration 63Q: 3 clusters Score -1846022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1846022.125000 Penalty: 4750.808105
	Iteration 64Q: 3 clusters Score -1846022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1846021.250000 Penalty: 4750.808105
	Iteration 65Q: 3 clusters Score -1846021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1846021.125000 Penalty: 4750.808105
	Iteration 66Q: 3 clusters Score -1846021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1846023.625000 Penalty: 4750.808105
	Iteration 67Q: 3 clusters Score -1846024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1846022.750000 Penalty: 4750.808105
	Iteration 68Q: 3 clusters Score -1846023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1846023.625000 Penalty: 4750.808105
	Iteration 69Q: 3 clusters Score -1846024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1846023.875000 Penalty: 4750.808105
	Iteration 70Q: 3 clusters Score -1846024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1846023.875000 Penalty: 4750.808105
	Iteration 71F: 3 clusters Score -1846024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -145581.406250 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -145581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143510.453125 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -143510.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143900.718750 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -143900.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144110.531250 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -144110.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144194.703125 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -144194.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144253.750000 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -144253.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144315.046875 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -144315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144347.640625 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -144347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144368.781250 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -144368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144396.843750 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -144396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144435.125000 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -144435.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -144473.500000 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -144473.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -144525.250000 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -144525.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -144577.171875 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -144577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144595.015625 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -144595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144617.421875 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -144617.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144636.453125 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -144636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144643.593750 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -144643.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -144651.750000 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -144651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -144657.843750 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -144657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144664.796875 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -144664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144670.984375 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -144671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -144676.093750 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -144676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144681.250000 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -144681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144683.984375 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -144684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -144689.359375 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -144689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -144695.421875 Penalty: 3516.678223
	Iteration 25Q: 3 clusters Score -144695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -144700.156250 Penalty: 3516.678223
	Iteration 26Q: 3 clusters Score -144700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -144703.968750 Penalty: 3516.678223
	Iteration 27Q: 3 clusters Score -144704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -144706.953125 Penalty: 3516.678223
	Iteration 28Q: 3 clusters Score -144707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -144710.296875 Penalty: 3516.678223
	Iteration 29Q: 3 clusters Score -144710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -144711.500000 Penalty: 3516.678223
	Iteration 30Q: 3 clusters Score -144711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144712.031250 Penalty: 3516.678223
	Iteration 31Q: 3 clusters Score -144712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144712.031250 Penalty: 3516.678223
	Iteration 32F: 3 clusters Score -144712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -265167.156250 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -265167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262282.937500 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -262282.9 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -262882.562500 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -262882.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263086.312500 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -263086.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -263229.000000 Penalty: 3851.722412
	Iteration 3F: 3 clusters Score -263229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263328.656250 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -263328.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263433.281250 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -263433.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -263546.781250 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -263546.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263713.250000 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -263713.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263831.312500 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -263831.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -263912.656250 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -263912.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -263975.656250 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -263975.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264045.343750 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -264045.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -264096.812500 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -264096.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -264148.437500 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -264148.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -264194.125000 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -264194.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264226.875000 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -264226.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264240.687500 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -264240.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264246.406250 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -264246.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -264254.156250 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -264254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -264262.968750 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -264263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264274.593750 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -264274.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264286.562500 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -264286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -264295.187500 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -264295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -264301.906250 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -264301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264305.375000 Penalty: 3851.722412
	Iteration 24Q: 3 clusters Score -264305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264306.812500 Penalty: 3851.722412
	Iteration 25Q: 3 clusters Score -264306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264307.625000 Penalty: 3851.722412
	Iteration 26Q: 3 clusters Score -264307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264307.625000 Penalty: 3851.722412
	Iteration 27F: 3 clusters Score -264307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Entering Unmasked Estep 
Score: -11771768.000000 Penalty: 2828.552002
	Iteration 0F: 2 clusters Score -1.177177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -11711651.000000 Penalty: 5657.104004
	Iteration 0F: 3 clusters Score -1.171165e+07 nChanged 42289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -11735866.000000 Penalty: 5657.104004
	Iteration 1F: 3 clusters Score -1.173587e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -11737051.000000 Penalty: 5657.104004
	Iteration 2Q: 3 clusters Score -1.173705e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -11738882.000000 Penalty: 5657.104004
	Iteration 3Q: 3 clusters Score -1.173888e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -11741313.000000 Penalty: 5657.104004
	Iteration 4F: 3 clusters Score -1.174131e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -11744796.000000 Penalty: 5657.104004
	Iteration 5F: 3 clusters Score -1.17448e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -11747815.000000 Penalty: 5657.104004
	Iteration 6F: 3 clusters Score -1.174782e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -11750156.000000 Penalty: 5657.104004
	Iteration 7F: 3 clusters Score -1.175016e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -11751788.000000 Penalty: 5657.104004
	Iteration 8Q: 3 clusters Score -1.175179e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -11753020.000000 Penalty: 5657.104004
	Iteration 9Q: 3 clusters Score -1.175302e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -11754070.000000 Penalty: 5657.104004
	Iteration 10Q: 3 clusters Score -1.175407e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -11755287.000000 Penalty: 5657.104004
	Iteration 11Q: 3 clusters Score -1.175529e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -11756775.000000 Penalty: 5657.104004
	Iteration 12Q: 3 clusters Score -1.175678e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -11758553.000000 Penalty: 5657.104004
	Iteration 13Q: 3 clusters Score -1.175855e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -11760786.000000 Penalty: 5657.104004
	Iteration 14Q: 3 clusters Score -1.176079e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -11763132.000000 Penalty: 5657.104004
	Iteration 15Q: 3 clusters Score -1.176313e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -11765055.000000 Penalty: 5657.104004
	Iteration 16Q: 3 clusters Score -1.176506e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -11766437.000000 Penalty: 5657.104004
	Iteration 17Q: 3 clusters Score -1.176644e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -11767364.000000 Penalty: 5657.104004
	Iteration 18Q: 3 clusters Score -1.176736e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -11767929.000000 Penalty: 5657.104004
	Iteration 19Q: 3 clusters Score -1.176793e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -11768260.000000 Penalty: 5657.104004
	Iteration 20F: 3 clusters Score -1.176826e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -11768479.000000 Penalty: 5657.104004
	Iteration 21Q: 3 clusters Score -1.176848e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -11768679.000000 Penalty: 5657.104004
	Iteration 22Q: 3 clusters Score -1.176868e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -11768848.000000 Penalty: 5657.104004
	Iteration 23Q: 3 clusters Score -1.176885e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -11768982.000000 Penalty: 5657.104004
	Iteration 24Q: 3 clusters Score -1.176898e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -11769169.000000 Penalty: 5657.104004
	Iteration 25Q: 3 clusters Score -1.176917e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -11769293.000000 Penalty: 5657.104004
	Iteration 26Q: 3 clusters Score -1.176929e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -11769387.000000 Penalty: 5657.104004
	Iteration 27Q: 3 clusters Score -1.176939e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -11769436.000000 Penalty: 5657.104004
	Iteration 28Q: 3 clusters Score -1.176944e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -11769446.000000 Penalty: 5657.104004
	Iteration 29Q: 3 clusters Score -1.176945e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -11769473.000000 Penalty: 5657.104004
	Iteration 30Q: 3 clusters Score -1.176947e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -11769507.000000 Penalty: 5657.104004
	Iteration 31Q: 3 clusters Score -1.176951e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -11769527.000000 Penalty: 5657.104004
	Iteration 32Q: 3 clusters Score -1.176953e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -11769543.000000 Penalty: 5657.104004
	Iteration 33Q: 3 clusters Score -1.176954e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -11769564.000000 Penalty: 5657.104004
	Iteration 34Q: 3 clusters Score -1.176956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -11769564.000000 Penalty: 5657.104004
	Iteration 35Q: 3 clusters Score -1.176956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -11769596.000000 Penalty: 5657.104004
	Iteration 36Q: 3 clusters Score -1.17696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -11769597.000000 Penalty: 5657.104004
	Iteration 37Q: 3 clusters Score -1.17696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -11769608.000000 Penalty: 5657.104004
	Iteration 38Q: 3 clusters Score -1.176961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -11769594.000000 Penalty: 5657.104004
	Iteration 39Q: 3 clusters Score -1.176959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -11769607.000000 Penalty: 5657.104004
	Iteration 40F: 3 clusters Score -1.176961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -11769599.000000 Penalty: 5657.104004
	Iteration 41Q: 3 clusters Score -1.17696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -11769597.000000 Penalty: 5657.104004
	Iteration 42Q: 3 clusters Score -1.17696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -11769598.000000 Penalty: 5657.104004
	Iteration 43Q: 3 clusters Score -1.17696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -11769600.000000 Penalty: 5657.104004
	Iteration 44Q: 3 clusters Score -1.17696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -11769607.000000 Penalty: 5657.104004
	Iteration 45Q: 3 clusters Score -1.176961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -11769607.000000 Penalty: 5657.104004
	Iteration 46F: 3 clusters Score -1.176961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -425754.281250 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -425754.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -422331.718750 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -422331.7 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -423077.125000 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -423077.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -423239.218750 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -423239.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -423342.093750 Penalty: 4018.281738
	Iteration 3Q: 3 clusters Score -423342.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -423414.343750 Penalty: 4018.281738
	Iteration 4Q: 3 clusters Score -423414.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -423456.312500 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -423456.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -423499.906250 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -423499.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -423540.937500 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -423540.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -423572.656250 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -423572.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -423601.531250 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -423601.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -423623.562500 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -423623.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -423641.468750 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -423641.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -423661.343750 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -423661.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -423679.625000 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -423679.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -423690.125000 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -423690.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -423704.437500 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -423704.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -423719.218750 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -423719.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -423730.406250 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -423730.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -423750.031250 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -423750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -423766.718750 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -423766.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -423782.750000 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -423782.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -423793.218750 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -423793.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -423807.812500 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -423807.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -423824.125000 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -423824.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -423842.000000 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -423842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -423858.500000 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -423858.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -423884.093750 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -423884.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -423912.656250 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -423912.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -423929.406250 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -423929.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -423948.562500 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -423948.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -423965.437500 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -423965.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -423978.437500 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -423978.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -423993.187500 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -423993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -424002.656250 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -424002.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -424011.718750 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -424011.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -424029.468750 Penalty: 4018.281738
	Iteration 35Q: 3 clusters Score -424029.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -424045.218750 Penalty: 4018.281738
	Iteration 36Q: 3 clusters Score -424045.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -424056.187500 Penalty: 4018.281738
	Iteration 37Q: 3 clusters Score -424056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -424072.593750 Penalty: 4018.281738
	Iteration 38Q: 3 clusters Score -424072.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -424094.625000 Penalty: 4018.281738
	Iteration 39Q: 3 clusters Score -424094.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -424124.812500 Penalty: 4018.281738
	Iteration 40F: 3 clusters Score -424124.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -424148.531250 Penalty: 4018.281738
	Iteration 41Q: 3 clusters Score -424148.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -424164.687500 Penalty: 4018.281738
	Iteration 42Q: 3 clusters Score -424164.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -424183.031250 Penalty: 4018.281738
	Iteration 43Q: 3 clusters Score -424183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -424202.531250 Penalty: 4018.281738
	Iteration 44Q: 3 clusters Score -424202.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -424225.093750 Penalty: 4018.281738
	Iteration 45Q: 3 clusters Score -424225.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -424248.625000 Penalty: 4018.281738
	Iteration 46Q: 3 clusters Score -424248.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -424279.750000 Penalty: 4018.281738
	Iteration 47Q: 3 clusters Score -424279.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -424319.343750 Penalty: 4018.281738
	Iteration 48Q: 3 clusters Score -424319.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -424355.156250 Penalty: 4018.281738
	Iteration 49Q: 3 clusters Score -424355.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -424383.437500 Penalty: 4018.281738
	Iteration 50Q: 3 clusters Score -424383.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -424419.656250 Penalty: 4018.281738
	Iteration 51Q: 3 clusters Score -424419.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -424447.906250 Penalty: 4018.281738
	Iteration 52Q: 3 clusters Score -424447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -424459.375000 Penalty: 4018.281738
	Iteration 53Q: 3 clusters Score -424459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -424473.937500 Penalty: 4018.281738
	Iteration 54Q: 3 clusters Score -424473.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -424487.312500 Penalty: 4018.281738
	Iteration 55Q: 3 clusters Score -424487.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -424491.906250 Penalty: 4018.281738
	Iteration 56Q: 3 clusters Score -424491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -424496.093750 Penalty: 4018.281738
	Iteration 57Q: 3 clusters Score -424496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -424497.687500 Penalty: 4018.281738
	Iteration 58Q: 3 clusters Score -424497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -424497.562500 Penalty: 4018.281738
	Iteration 59Q: 3 clusters Score -424497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -424498.218750 Penalty: 4018.281738
	Iteration 60F: 3 clusters Score -424498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -424498.343750 Penalty: 4018.281738
	Iteration 61Q: 3 clusters Score -424498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -424498.343750 Penalty: 4018.281738
	Iteration 62F: 3 clusters Score -424498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Entering Unmasked Estep 
Score: -2031758.375000 Penalty: 2410.854004
	Iteration 0F: 2 clusters Score -2031758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2019942.375000 Penalty: 4821.708008
	Iteration 0F: 3 clusters Score -2019942 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2024019.875000 Penalty: 4821.708008
	Iteration 1F: 3 clusters Score -2024020 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2024672.375000 Penalty: 4821.708008
	Iteration 2F: 3 clusters Score -2024672 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2025386.875000 Penalty: 4821.708008
	Iteration 3F: 3 clusters Score -2025387 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2026181.625000 Penalty: 4821.708008
	Iteration 4F: 3 clusters Score -2026182 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2027039.875000 Penalty: 4821.708008
	Iteration 5F: 3 clusters Score -2027040 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2027736.625000 Penalty: 4821.708008
	Iteration 6F: 3 clusters Score -2027737 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2028247.250000 Penalty: 4821.708008
	Iteration 7Q: 3 clusters Score -2028247 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2028586.125000 Penalty: 4821.708008
	Iteration 8Q: 3 clusters Score -2028586 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2028813.500000 Penalty: 4821.708008
	Iteration 9Q: 3 clusters Score -2028814 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2028974.000000 Penalty: 4821.708008
	Iteration 10Q: 3 clusters Score -2028974 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2029109.375000 Penalty: 4821.708008
	Iteration 11Q: 3 clusters Score -2029109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2029189.000000 Penalty: 4821.708008
	Iteration 12Q: 3 clusters Score -2029189 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2029251.625000 Penalty: 4821.708008
	Iteration 13Q: 3 clusters Score -2029252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2029295.250000 Penalty: 4821.708008
	Iteration 14Q: 3 clusters Score -2029295 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2029333.750000 Penalty: 4821.708008
	Iteration 15Q: 3 clusters Score -2029334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2029368.250000 Penalty: 4821.708008
	Iteration 16Q: 3 clusters Score -2029368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2029403.375000 Penalty: 4821.708008
	Iteration 17Q: 3 clusters Score -2029403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2029430.250000 Penalty: 4821.708008
	Iteration 18Q: 3 clusters Score -2029430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2029444.125000 Penalty: 4821.708008
	Iteration 19Q: 3 clusters Score -2029444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2029462.500000 Penalty: 4821.708008
	Iteration 20F: 3 clusters Score -2029462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2029493.750000 Penalty: 4821.708008
	Iteration 21Q: 3 clusters Score -2029494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2029526.500000 Penalty: 4821.708008
	Iteration 22Q: 3 clusters Score -2029526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2029565.750000 Penalty: 4821.708008
	Iteration 23Q: 3 clusters Score -2029566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2029642.000000 Penalty: 4821.708008
	Iteration 24Q: 3 clusters Score -2029642 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2029744.625000 Penalty: 4821.708008
	Iteration 25Q: 3 clusters Score -2029745 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2029866.625000 Penalty: 4821.708008
	Iteration 26Q: 3 clusters Score -2029867 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2030007.375000 Penalty: 4821.708008
	Iteration 27Q: 3 clusters Score -2030007 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2030210.875000 Penalty: 4821.708008
	Iteration 28Q: 3 clusters Score -2030211 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2030402.500000 Penalty: 4821.708008
	Iteration 29Q: 3 clusters Score -2030402 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2030550.875000 Penalty: 4821.708008
	Iteration 30Q: 3 clusters Score -2030551 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2030646.750000 Penalty: 4821.708008
	Iteration 31Q: 3 clusters Score -2030647 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2030712.250000 Penalty: 4821.708008
	Iteration 32Q: 3 clusters Score -2030712 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2030772.375000 Penalty: 4821.708008
	Iteration 33Q: 3 clusters Score -2030772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2030811.000000 Penalty: 4821.708008
	Iteration 34Q: 3 clusters Score -2030811 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2030837.750000 Penalty: 4821.708008
	Iteration 35Q: 3 clusters Score -2030838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2030864.625000 Penalty: 4821.708008
	Iteration 36Q: 3 clusters Score -2030865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2030887.250000 Penalty: 4821.708008
	Iteration 37Q: 3 clusters Score -2030887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2030896.000000 Penalty: 4821.708008
	Iteration 38Q: 3 clusters Score -2030896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2030910.125000 Penalty: 4821.708008
	Iteration 39Q: 3 clusters Score -2030910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2030923.750000 Penalty: 4821.708008
	Iteration 40F: 3 clusters Score -2030924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2030928.250000 Penalty: 4821.708008
	Iteration 41Q: 3 clusters Score -2030928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2030923.125000 Penalty: 4821.708008
	Iteration 42Q: 3 clusters Score -2030923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2030929.250000 Penalty: 4821.708008
	Iteration 43Q: 3 clusters Score -2030929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2030930.000000 Penalty: 4821.708008
	Iteration 44Q: 3 clusters Score -2030930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2030930.250000 Penalty: 4821.708008
	Iteration 45Q: 3 clusters Score -2030930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2030931.000000 Penalty: 4821.708008
	Iteration 46Q: 3 clusters Score -2030931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2030929.875000 Penalty: 4821.708008
	Iteration 47Q: 3 clusters Score -2030930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2030935.000000 Penalty: 4821.708008
	Iteration 48Q: 3 clusters Score -2030935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2030935.125000 Penalty: 4821.708008
	Iteration 49Q: 3 clusters Score -2030935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2030938.000000 Penalty: 4821.708008
	Iteration 50Q: 3 clusters Score -2030938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2030938.375000 Penalty: 4821.708008
	Iteration 51Q: 3 clusters Score -2030938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2030937.875000 Penalty: 4821.708008
	Iteration 52Q: 3 clusters Score -2030938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2030934.125000 Penalty: 4821.708008
	Iteration 53Q: 3 clusters Score -2030934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2030932.750000 Penalty: 4821.708008
	Iteration 54Q: 3 clusters Score -2030933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2030943.125000 Penalty: 4821.708008
	Iteration 55Q: 3 clusters Score -2030943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2030944.625000 Penalty: 4821.708008
	Iteration 56Q: 3 clusters Score -2030945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2030945.000000 Penalty: 4821.708008
	Iteration 57Q: 3 clusters Score -2030945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2030945.000000 Penalty: 4821.708008
	Iteration 58F: 3 clusters Score -2030945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Entering Unmasked Estep 
Score: -6945031.000000 Penalty: 2695.433350
	Iteration 0F: 2 clusters Score -6945031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6909745.500000 Penalty: 5390.866699
	Iteration 0F: 3 clusters Score -6909746 nChanged 24157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6923148.500000 Penalty: 5390.866699
	Iteration 1F: 3 clusters Score -6923148 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -6923627.000000 Penalty: 5390.866699
	Iteration 2Q: 3 clusters Score -6923627 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6924134.500000 Penalty: 5390.866699
	Iteration 3Q: 3 clusters Score -6924134 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6924623.000000 Penalty: 5390.866699
	Iteration 4Q: 3 clusters Score -6924623 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6925257.500000 Penalty: 5390.866699
	Iteration 5Q: 3 clusters Score -6925258 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6925916.000000 Penalty: 5390.866699
	Iteration 6Q: 3 clusters Score -6925916 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -6926748.000000 Penalty: 5390.866699
	Iteration 7Q: 3 clusters Score -6926748 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -6927844.500000 Penalty: 5390.866699
	Iteration 8Q: 3 clusters Score -6927844 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -6929140.500000 Penalty: 5390.866699
	Iteration 9F: 3 clusters Score -6929140 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6930521.000000 Penalty: 5390.866699
	Iteration 10F: 3 clusters Score -6930521 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -6931857.000000 Penalty: 5390.866699
	Iteration 11F: 3 clusters Score -6931857 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6932950.500000 Penalty: 5390.866699
	Iteration 12F: 3 clusters Score -6932950 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6933858.500000 Penalty: 5390.866699
	Iteration 13Q: 3 clusters Score -6933858 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -6934694.000000 Penalty: 5390.866699
	Iteration 14Q: 3 clusters Score -6934694 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -6935372.000000 Penalty: 5390.866699
	Iteration 15Q: 3 clusters Score -6935372 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -6936125.000000 Penalty: 5390.866699
	Iteration 16Q: 3 clusters Score -6936125 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -6936976.000000 Penalty: 5390.866699
	Iteration 17Q: 3 clusters Score -6936976 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -6937785.000000 Penalty: 5390.866699
	Iteration 18Q: 3 clusters Score -6937785 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -6938654.000000 Penalty: 5390.866699
	Iteration 19Q: 3 clusters Score -6938654 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -6939433.000000 Penalty: 5390.866699
	Iteration 20F: 3 clusters Score -6939433 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6940240.000000 Penalty: 5390.866699
	Iteration 21Q: 3 clusters Score -6940240 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -6940872.500000 Penalty: 5390.866699
	Iteration 22Q: 3 clusters Score -6940872 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -6941505.500000 Penalty: 5390.866699
	Iteration 23Q: 3 clusters Score -6941506 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6941960.000000 Penalty: 5390.866699
	Iteration 24Q: 3 clusters Score -6941960 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -6942268.000000 Penalty: 5390.866699
	Iteration 25Q: 3 clusters Score -6942268 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6942508.500000 Penalty: 5390.866699
	Iteration 26Q: 3 clusters Score -6942508 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6942698.500000 Penalty: 5390.866699
	Iteration 27Q: 3 clusters Score -6942698 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6942802.000000 Penalty: 5390.866699
	Iteration 28Q: 3 clusters Score -6942802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6942880.000000 Penalty: 5390.866699
	Iteration 29Q: 3 clusters Score -6942880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6942945.000000 Penalty: 5390.866699
	Iteration 30Q: 3 clusters Score -6942945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6942990.500000 Penalty: 5390.866699
	Iteration 31Q: 3 clusters Score -6942990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6943047.000000 Penalty: 5390.866699
	Iteration 32Q: 3 clusters Score -6943047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -6943084.000000 Penalty: 5390.866699
	Iteration 33Q: 3 clusters Score -6943084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6943092.500000 Penalty: 5390.866699
	Iteration 34Q: 3 clusters Score -6943092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -6943105.500000 Penalty: 5390.866699
	Iteration 35Q: 3 clusters Score -6943106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -6943121.500000 Penalty: 5390.866699
	Iteration 36Q: 3 clusters Score -6943122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6943139.000000 Penalty: 5390.866699
	Iteration 37Q: 3 clusters Score -6943139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6943153.000000 Penalty: 5390.866699
	Iteration 38Q: 3 clusters Score -6943153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6943163.000000 Penalty: 5390.866699
	Iteration 39Q: 3 clusters Score -6943163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -6943161.000000 Penalty: 5390.866699
	Iteration 40F: 3 clusters Score -6943161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -6943163.000000 Penalty: 5390.866699
	Iteration 41Q: 3 clusters Score -6943163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6943162.000000 Penalty: 5390.866699
	Iteration 42Q: 3 clusters Score -6943162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6943164.000000 Penalty: 5390.866699
	Iteration 43Q: 3 clusters Score -6943164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6943166.000000 Penalty: 5390.866699
	Iteration 44Q: 3 clusters Score -6943166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6943166.000000 Penalty: 5390.866699
	Iteration 45F: 3 clusters Score -6943166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Entering Unmasked Estep 
Score: -3134282.500000 Penalty: 2503.656250
	Iteration 0F: 2 clusters Score -3134282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3117368.500000 Penalty: 5007.312500
	Iteration 0F: 3 clusters Score -3117368 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3123240.250000 Penalty: 5007.312500
	Iteration 1F: 3 clusters Score -3123240 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3123662.250000 Penalty: 5007.312500
	Iteration 2Q: 3 clusters Score -3123662 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3124099.250000 Penalty: 5007.312500
	Iteration 3Q: 3 clusters Score -3124099 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3124627.750000 Penalty: 5007.312500
	Iteration 4Q: 3 clusters Score -3124628 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3125283.250000 Penalty: 5007.312500
	Iteration 5F: 3 clusters Score -3125283 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3126162.250000 Penalty: 5007.312500
	Iteration 6F: 3 clusters Score -3126162 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3127252.500000 Penalty: 5007.312500
	Iteration 7F: 3 clusters Score -3127252 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3128392.250000 Penalty: 5007.312500
	Iteration 8F: 3 clusters Score -3128392 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3129493.500000 Penalty: 5007.312500
	Iteration 9F: 3 clusters Score -3129494 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3130452.250000 Penalty: 5007.312500
	Iteration 10Q: 3 clusters Score -3130452 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3131173.750000 Penalty: 5007.312500
	Iteration 11Q: 3 clusters Score -3131174 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3131604.750000 Penalty: 5007.312500
	Iteration 12Q: 3 clusters Score -3131605 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3131805.750000 Penalty: 5007.312500
	Iteration 13Q: 3 clusters Score -3131806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3131919.500000 Penalty: 5007.312500
	Iteration 14Q: 3 clusters Score -3131920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3131992.250000 Penalty: 5007.312500
	Iteration 15Q: 3 clusters Score -3131992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3132036.500000 Penalty: 5007.312500
	Iteration 16Q: 3 clusters Score -3132036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3132062.500000 Penalty: 5007.312500
	Iteration 17Q: 3 clusters Score -3132062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3132078.000000 Penalty: 5007.312500
	Iteration 18Q: 3 clusters Score -3132078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3132098.500000 Penalty: 5007.312500
	Iteration 19Q: 3 clusters Score -3132098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3132106.500000 Penalty: 5007.312500
	Iteration 20F: 3 clusters Score -3132106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3132112.250000 Penalty: 5007.312500
	Iteration 21Q: 3 clusters Score -3132112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3132120.000000 Penalty: 5007.312500
	Iteration 22Q: 3 clusters Score -3132120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3132124.000000 Penalty: 5007.312500
	Iteration 23Q: 3 clusters Score -3132124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3132127.500000 Penalty: 5007.312500
	Iteration 24Q: 3 clusters Score -3132128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3132132.250000 Penalty: 5007.312500
	Iteration 25Q: 3 clusters Score -3132132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3132130.500000 Penalty: 5007.312500
	Iteration 26Q: 3 clusters Score -3132130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3132133.000000 Penalty: 5007.312500
	Iteration 27Q: 3 clusters Score -3132133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3132137.500000 Penalty: 5007.312500
	Iteration 28Q: 3 clusters Score -3132138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3132137.000000 Penalty: 5007.312500
	Iteration 29Q: 3 clusters Score -3132137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3132137.000000 Penalty: 5007.312500
	Iteration 30F: 3 clusters Score -3132137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Entering Unmasked Estep 
Score: -1001530.687500 Penalty: 2216.169434
	Iteration 0F: 2 clusters Score -1001531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -995315.437500 Penalty: 4432.338867
	Iteration 0F: 3 clusters Score -995315.4 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -996935.250000 Penalty: 4432.338867
	Iteration 1F: 3 clusters Score -996935.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -997167.562500 Penalty: 4432.338867
	Iteration 2F: 3 clusters Score -997167.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -997308.250000 Penalty: 4432.338867
	Iteration 3Q: 3 clusters Score -997308.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -997390.812500 Penalty: 4432.338867
	Iteration 4Q: 3 clusters Score -997390.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -997464.750000 Penalty: 4432.338867
	Iteration 5Q: 3 clusters Score -997464.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -997540.375000 Penalty: 4432.338867
	Iteration 6Q: 3 clusters Score -997540.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -997601.000000 Penalty: 4432.338867
	Iteration 7Q: 3 clusters Score -997601 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -997653.312500 Penalty: 4432.338867
	Iteration 8Q: 3 clusters Score -997653.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -997706.000000 Penalty: 4432.338867
	Iteration 9Q: 3 clusters Score -997706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -997746.687500 Penalty: 4432.338867
	Iteration 10Q: 3 clusters Score -997746.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -997779.750000 Penalty: 4432.338867
	Iteration 11Q: 3 clusters Score -997779.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -997809.625000 Penalty: 4432.338867
	Iteration 12Q: 3 clusters Score -997809.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -997838.625000 Penalty: 4432.338867
	Iteration 13Q: 3 clusters Score -997838.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -997883.625000 Penalty: 4432.338867
	Iteration 14Q: 3 clusters Score -997883.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -997930.000000 Penalty: 4432.338867
	Iteration 15Q: 3 clusters Score -997930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -997989.625000 Penalty: 4432.338867
	Iteration 16Q: 3 clusters Score -997989.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -998057.500000 Penalty: 4432.338867
	Iteration 17Q: 3 clusters Score -998057.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -998140.187500 Penalty: 4432.338867
	Iteration 18Q: 3 clusters Score -998140.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -998232.062500 Penalty: 4432.338867
	Iteration 19Q: 3 clusters Score -998232.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -998325.187500 Penalty: 4432.338867
	Iteration 20F: 3 clusters Score -998325.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -998436.625000 Penalty: 4432.338867
	Iteration 21Q: 3 clusters Score -998436.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -998568.812500 Penalty: 4432.338867
	Iteration 22Q: 3 clusters Score -998568.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -998689.937500 Penalty: 4432.338867
	Iteration 23Q: 3 clusters Score -998689.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -998819.125000 Penalty: 4432.338867
	Iteration 24Q: 3 clusters Score -998819.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -998945.375000 Penalty: 4432.338867
	Iteration 25Q: 3 clusters Score -998945.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -999087.312500 Penalty: 4432.338867
	Iteration 26Q: 3 clusters Score -999087.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -999203.187500 Penalty: 4432.338867
	Iteration 27Q: 3 clusters Score -999203.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -999285.812500 Penalty: 4432.338867
	Iteration 28Q: 3 clusters Score -999285.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -999368.812500 Penalty: 4432.338867
	Iteration 29Q: 3 clusters Score -999368.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -999429.875000 Penalty: 4432.338867
	Iteration 30Q: 3 clusters Score -999429.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -999477.125000 Penalty: 4432.338867
	Iteration 31Q: 3 clusters Score -999477.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -999503.937500 Penalty: 4432.338867
	Iteration 32Q: 3 clusters Score -999503.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -999518.375000 Penalty: 4432.338867
	Iteration 33Q: 3 clusters Score -999518.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -999534.750000 Penalty: 4432.338867
	Iteration 34Q: 3 clusters Score -999534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -999545.875000 Penalty: 4432.338867
	Iteration 35Q: 3 clusters Score -999545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -999560.812500 Penalty: 4432.338867
	Iteration 36Q: 3 clusters Score -999560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -999563.875000 Penalty: 4432.338867
	Iteration 37Q: 3 clusters Score -999563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -999567.312500 Penalty: 4432.338867
	Iteration 38Q: 3 clusters Score -999567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -999573.312500 Penalty: 4432.338867
	Iteration 39Q: 3 clusters Score -999573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -999576.437500 Penalty: 4432.338867
	Iteration 40F: 3 clusters Score -999576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -999578.625000 Penalty: 4432.338867
	Iteration 41Q: 3 clusters Score -999578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -999581.625000 Penalty: 4432.338867
	Iteration 42Q: 3 clusters Score -999581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -999584.875000 Penalty: 4432.338867
	Iteration 43Q: 3 clusters Score -999584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -999588.312500 Penalty: 4432.338867
	Iteration 44Q: 3 clusters Score -999588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -999592.687500 Penalty: 4432.338867
	Iteration 45Q: 3 clusters Score -999592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -999597.437500 Penalty: 4432.338867
	Iteration 46Q: 3 clusters Score -999597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -999602.937500 Penalty: 4432.338867
	Iteration 47Q: 3 clusters Score -999602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -999608.000000 Penalty: 4432.338867
	Iteration 48Q: 3 clusters Score -999608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -999609.812500 Penalty: 4432.338867
	Iteration 49Q: 3 clusters Score -999609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -999612.187500 Penalty: 4432.338867
	Iteration 50Q: 3 clusters Score -999612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -999619.875000 Penalty: 4432.338867
	Iteration 51Q: 3 clusters Score -999619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -999623.937500 Penalty: 4432.338867
	Iteration 52Q: 3 clusters Score -999623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -999625.250000 Penalty: 4432.338867
	Iteration 53Q: 3 clusters Score -999625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -999625.250000 Penalty: 4432.338867
	Iteration 54F: 3 clusters Score -999625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -690087.125000 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -690087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -685163.625000 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -685163.6 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -686437.125000 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -686437.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -686717.625000 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -686717.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -686937.875000 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -686937.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -687091.812500 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -687091.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -687190.750000 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -687190.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -687268.750000 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -687268.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -687359.937500 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -687359.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -687436.937500 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -687436.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -687497.000000 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -687497 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -687549.812500 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -687549.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -687599.250000 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -687599.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -687641.125000 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -687641.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -687677.062500 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -687677.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -687710.062500 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -687710.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -687747.437500 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -687747.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -687789.125000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -687789.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -687832.000000 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -687832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -687889.562500 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -687889.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -687951.187500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -687951.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -688023.312500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -688023.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -688108.375000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -688108.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -688192.875000 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -688192.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -688256.625000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -688256.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -688330.687500 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -688330.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -688395.000000 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -688395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -688442.812500 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -688442.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -688475.062500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -688475.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -688502.375000 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -688502.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -688537.625000 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -688537.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -688570.000000 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -688570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -688600.000000 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -688600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -688619.437500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -688619.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -688631.000000 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -688631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -688636.750000 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -688636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -688643.062500 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -688643.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -688648.875000 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -688648.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -688655.125000 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -688655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -688657.375000 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -688657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -688660.125000 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -688660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -688666.000000 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -688666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -688668.000000 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -688668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -688672.687500 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -688672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -688674.687500 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -688674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -688677.062500 Penalty: 4278.608887
	Iteration 44Q: 3 clusters Score -688677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -688679.125000 Penalty: 4278.608887
	Iteration 45Q: 3 clusters Score -688679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -688681.375000 Penalty: 4278.608887
	Iteration 46Q: 3 clusters Score -688681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -688685.875000 Penalty: 4278.608887
	Iteration 47Q: 3 clusters Score -688685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -688687.750000 Penalty: 4278.608887
	Iteration 48Q: 3 clusters Score -688687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -688690.812500 Penalty: 4278.608887
	Iteration 49Q: 3 clusters Score -688690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -688691.937500 Penalty: 4278.608887
	Iteration 50Q: 3 clusters Score -688691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -688694.812500 Penalty: 4278.608887
	Iteration 51Q: 3 clusters Score -688694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -688697.312500 Penalty: 4278.608887
	Iteration 52Q: 3 clusters Score -688697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -688697.625000 Penalty: 4278.608887
	Iteration 53Q: 3 clusters Score -688697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -688697.625000 Penalty: 4278.608887
	Iteration 54F: 3 clusters Score -688697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -564093.937500 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -564093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -559944.812500 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -559944.8 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -560847.625000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -560847.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -561064.125000 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -561064.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -561237.875000 Penalty: 4165.052246
	Iteration 3F: 3 clusters Score -561237.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -561385.125000 Penalty: 4165.052246
	Iteration 4Q: 3 clusters Score -561385.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -561531.250000 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -561531.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -561696.750000 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -561696.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -561862.062500 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -561862.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -562038.437500 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -562038.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -562234.812500 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -562234.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -562407.312500 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -562407.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -562559.937500 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -562559.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -562677.937500 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -562677.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -562750.875000 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -562750.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -562784.312500 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -562784.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -562801.687500 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -562801.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -562809.375000 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -562809.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -562818.187500 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -562818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -562828.500000 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -562828.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -562836.750000 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -562836.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -562844.250000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -562844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -562848.375000 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -562848.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -562856.125000 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -562856.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -562859.625000 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -562859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -562866.000000 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -562866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -562867.687500 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -562867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -562871.312500 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -562871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -562873.000000 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -562873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -562875.937500 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -562875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -562877.187500 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -562877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -562877.250000 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -562877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -562877.250000 Penalty: 4165.052246
	Iteration 31F: 3 clusters Score -562877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1374639.875000 Penalty: 2315.503906
	Iteration 0F: 2 clusters Score -1374640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1366042.375000 Penalty: 4631.007812
	Iteration 0F: 3 clusters Score -1366042 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1368803.375000 Penalty: 4631.007812
	Iteration 1F: 3 clusters Score -1368803 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1369319.250000 Penalty: 4631.007812
	Iteration 2F: 3 clusters Score -1369319 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1369751.375000 Penalty: 4631.007812
	Iteration 3F: 3 clusters Score -1369751 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1370211.625000 Penalty: 4631.007812
	Iteration 4F: 3 clusters Score -1370212 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1370724.750000 Penalty: 4631.007812
	Iteration 5F: 3 clusters Score -1370725 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1371275.375000 Penalty: 4631.007812
	Iteration 6F: 3 clusters Score -1371275 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1371849.750000 Penalty: 4631.007812
	Iteration 7F: 3 clusters Score -1371850 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1372310.500000 Penalty: 4631.007812
	Iteration 8F: 3 clusters Score -1372310 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1372663.500000 Penalty: 4631.007812
	Iteration 9Q: 3 clusters Score -1372664 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1372936.625000 Penalty: 4631.007812
	Iteration 10Q: 3 clusters Score -1372937 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1373110.375000 Penalty: 4631.007812
	Iteration 11Q: 3 clusters Score -1373110 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1373215.000000 Penalty: 4631.007812
	Iteration 12Q: 3 clusters Score -1373215 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1373272.625000 Penalty: 4631.007812
	Iteration 13Q: 3 clusters Score -1373273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1373319.625000 Penalty: 4631.007812
	Iteration 14Q: 3 clusters Score -1373320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1373358.875000 Penalty: 4631.007812
	Iteration 15Q: 3 clusters Score -1373359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1373385.125000 Penalty: 4631.007812
	Iteration 16Q: 3 clusters Score -1373385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1373401.750000 Penalty: 4631.007812
	Iteration 17Q: 3 clusters Score -1373402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1373419.500000 Penalty: 4631.007812
	Iteration 18Q: 3 clusters Score -1373420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1373426.500000 Penalty: 4631.007812
	Iteration 19Q: 3 clusters Score -1373426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1373431.500000 Penalty: 4631.007812
	Iteration 20F: 3 clusters Score -1373432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1373431.875000 Penalty: 4631.007812
	Iteration 21Q: 3 clusters Score -1373432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1373435.625000 Penalty: 4631.007812
	Iteration 22Q: 3 clusters Score -1373436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1373436.250000 Penalty: 4631.007812
	Iteration 23Q: 3 clusters Score -1373436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1373439.125000 Penalty: 4631.007812
	Iteration 24Q: 3 clusters Score -1373439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1373443.250000 Penalty: 4631.007812
	Iteration 25Q: 3 clusters Score -1373443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1373443.500000 Penalty: 4631.007812
	Iteration 26Q: 3 clusters Score -1373444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1373446.375000 Penalty: 4631.007812
	Iteration 27Q: 3 clusters Score -1373446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1373446.750000 Penalty: 4631.007812
	Iteration 28Q: 3 clusters Score -1373447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1373445.125000 Penalty: 4631.007812
	Iteration 29Q: 3 clusters Score -1373445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1373449.625000 Penalty: 4631.007812
	Iteration 30Q: 3 clusters Score -1373450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1373449.750000 Penalty: 4631.007812
	Iteration 31Q: 3 clusters Score -1373450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1373447.750000 Penalty: 4631.007812
	Iteration 32Q: 3 clusters Score -1373448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1373447.000000 Penalty: 4631.007812
	Iteration 33Q: 3 clusters Score -1373447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1373447.000000 Penalty: 4631.007812
	Iteration 34Q: 3 clusters Score -1373447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1373446.875000 Penalty: 4631.007812
	Iteration 35Q: 3 clusters Score -1373447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1373447.500000 Penalty: 4631.007812
	Iteration 36Q: 3 clusters Score -1373448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1373450.000000 Penalty: 4631.007812
	Iteration 37Q: 3 clusters Score -1373450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1373450.000000 Penalty: 4631.007812
	Iteration 38F: 3 clusters Score -1373450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Entering Unmasked Estep 
Score: -3837003.250000 Penalty: 2550.993408
	Iteration 0F: 2 clusters Score -3837003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3816931.750000 Penalty: 5101.986816
	Iteration 0F: 3 clusters Score -3816932 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3824149.750000 Penalty: 5101.986816
	Iteration 1F: 3 clusters Score -3824150 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3824629.750000 Penalty: 5101.986816
	Iteration 2Q: 3 clusters Score -3824630 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3825076.750000 Penalty: 5101.986816
	Iteration 3Q: 3 clusters Score -3825077 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3825573.750000 Penalty: 5101.986816
	Iteration 4Q: 3 clusters Score -3825574 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3826035.000000 Penalty: 5101.986816
	Iteration 5Q: 3 clusters Score -3826035 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3826458.750000 Penalty: 5101.986816
	Iteration 6Q: 3 clusters Score -3826459 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3826888.750000 Penalty: 5101.986816
	Iteration 7Q: 3 clusters Score -3826889 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3827356.750000 Penalty: 5101.986816
	Iteration 8Q: 3 clusters Score -3827357 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3827773.500000 Penalty: 5101.986816
	Iteration 9Q: 3 clusters Score -3827774 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3828221.500000 Penalty: 5101.986816
	Iteration 10Q: 3 clusters Score -3828222 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3828620.750000 Penalty: 5101.986816
	Iteration 11Q: 3 clusters Score -3828621 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3828977.000000 Penalty: 5101.986816
	Iteration 12Q: 3 clusters Score -3828977 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3829377.500000 Penalty: 5101.986816
	Iteration 13Q: 3 clusters Score -3829378 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3829875.500000 Penalty: 5101.986816
	Iteration 14Q: 3 clusters Score -3829876 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3830518.750000 Penalty: 5101.986816
	Iteration 15Q: 3 clusters Score -3830519 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3831272.500000 Penalty: 5101.986816
	Iteration 16Q: 3 clusters Score -3831272 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3832007.500000 Penalty: 5101.986816
	Iteration 17Q: 3 clusters Score -3832008 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3832672.750000 Penalty: 5101.986816
	Iteration 18Q: 3 clusters Score -3832673 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3833234.500000 Penalty: 5101.986816
	Iteration 19Q: 3 clusters Score -3833234 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3833696.750000 Penalty: 5101.986816
	Iteration 20F: 3 clusters Score -3833697 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3834057.750000 Penalty: 5101.986816
	Iteration 21Q: 3 clusters Score -3834058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3834298.500000 Penalty: 5101.986816
	Iteration 22Q: 3 clusters Score -3834298 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3834484.500000 Penalty: 5101.986816
	Iteration 23Q: 3 clusters Score -3834484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3834612.250000 Penalty: 5101.986816
	Iteration 24Q: 3 clusters Score -3834612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3834701.250000 Penalty: 5101.986816
	Iteration 25Q: 3 clusters Score -3834701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3834747.250000 Penalty: 5101.986816
	Iteration 26Q: 3 clusters Score -3834747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3834783.750000 Penalty: 5101.986816
	Iteration 27Q: 3 clusters Score -3834784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3834800.750000 Penalty: 5101.986816
	Iteration 28Q: 3 clusters Score -3834801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3834810.750000 Penalty: 5101.986816
	Iteration 29Q: 3 clusters Score -3834811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3834813.500000 Penalty: 5101.986816
	Iteration 30Q: 3 clusters Score -3834814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3834825.250000 Penalty: 5101.986816
	Iteration 31Q: 3 clusters Score -3834825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3834827.750000 Penalty: 5101.986816
	Iteration 32Q: 3 clusters Score -3834828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3834827.750000 Penalty: 5101.986816
	Iteration 33F: 3 clusters Score -3834828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -515071.250000 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -515071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -511224.062500 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -511224.1 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -512070.875000 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -512070.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -512239.218750 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -512239.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -512328.656250 Penalty: 4098.357422
	Iteration 3Q: 3 clusters Score -512328.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -512374.937500 Penalty: 4098.357422
	Iteration 4Q: 3 clusters Score -512374.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -512410.593750 Penalty: 4098.357422
	Iteration 5Q: 3 clusters Score -512410.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -512447.062500 Penalty: 4098.357422
	Iteration 6Q: 3 clusters Score -512447.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -512479.031250 Penalty: 4098.357422
	Iteration 7Q: 3 clusters Score -512479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -512497.625000 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -512497.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -512508.468750 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -512508.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -512524.031250 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -512524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -512541.875000 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -512541.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -512554.718750 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -512554.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -512565.718750 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -512565.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -512575.375000 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -512575.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -512584.812500 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -512584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -512594.312500 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -512594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -512601.406250 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -512601.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -512609.343750 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -512609.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -512622.937500 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -512622.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -512632.468750 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -512632.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -512642.593750 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -512642.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -512653.625000 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -512653.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -512670.062500 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -512670.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -512687.343750 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -512687.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -512707.062500 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -512707.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -512727.875000 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -512727.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -512748.281250 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -512748.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -512769.875000 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -512769.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -512792.250000 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -512792.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -512814.406250 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -512814.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -512843.000000 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -512843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -512865.218750 Penalty: 4098.357422
	Iteration 32Q: 3 clusters Score -512865.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -512887.218750 Penalty: 4098.357422
	Iteration 33Q: 3 clusters Score -512887.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -512908.593750 Penalty: 4098.357422
	Iteration 34Q: 3 clusters Score -512908.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -512937.812500 Penalty: 4098.357422
	Iteration 35Q: 3 clusters Score -512937.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -512960.593750 Penalty: 4098.357422
	Iteration 36Q: 3 clusters Score -512960.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -512977.031250 Penalty: 4098.357422
	Iteration 37Q: 3 clusters Score -512977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -512994.000000 Penalty: 4098.357422
	Iteration 38Q: 3 clusters Score -512994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -513010.468750 Penalty: 4098.357422
	Iteration 39Q: 3 clusters Score -513010.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -513029.937500 Penalty: 4098.357422
	Iteration 40F: 3 clusters Score -513029.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -513051.062500 Penalty: 4098.357422
	Iteration 41Q: 3 clusters Score -513051.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -513073.906250 Penalty: 4098.357422
	Iteration 42Q: 3 clusters Score -513073.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -513086.906250 Penalty: 4098.357422
	Iteration 43Q: 3 clusters Score -513086.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -513099.625000 Penalty: 4098.357422
	Iteration 44Q: 3 clusters Score -513099.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -513111.406250 Penalty: 4098.357422
	Iteration 45Q: 3 clusters Score -513111.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -513123.343750 Penalty: 4098.357422
	Iteration 46Q: 3 clusters Score -513123.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -513133.781250 Penalty: 4098.357422
	Iteration 47Q: 3 clusters Score -513133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -513146.187500 Penalty: 4098.357422
	Iteration 48Q: 3 clusters Score -513146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -513158.062500 Penalty: 4098.357422
	Iteration 49Q: 3 clusters Score -513158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -513167.687500 Penalty: 4098.357422
	Iteration 50Q: 3 clusters Score -513167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -513171.531250 Penalty: 4098.357422
	Iteration 51Q: 3 clusters Score -513171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -513175.875000 Penalty: 4098.357422
	Iteration 52Q: 3 clusters Score -513175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -513180.125000 Penalty: 4098.357422
	Iteration 53Q: 3 clusters Score -513180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -513183.812500 Penalty: 4098.357422
	Iteration 54Q: 3 clusters Score -513183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -513193.187500 Penalty: 4098.357422
	Iteration 55Q: 3 clusters Score -513193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -513202.218750 Penalty: 4098.357422
	Iteration 56Q: 3 clusters Score -513202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -513206.906250 Penalty: 4098.357422
	Iteration 57Q: 3 clusters Score -513206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -513213.656250 Penalty: 4098.357422
	Iteration 58Q: 3 clusters Score -513213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -513220.812500 Penalty: 4098.357422
	Iteration 59Q: 3 clusters Score -513220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -513226.562500 Penalty: 4098.357422
	Iteration 60F: 3 clusters Score -513226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -513229.937500 Penalty: 4098.357422
	Iteration 61Q: 3 clusters Score -513229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -513232.500000 Penalty: 4098.357422
	Iteration 62Q: 3 clusters Score -513232.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -513234.875000 Penalty: 4098.357422
	Iteration 63Q: 3 clusters Score -513234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -513238.312500 Penalty: 4098.357422
	Iteration 64Q: 3 clusters Score -513238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -513240.750000 Penalty: 4098.357422
	Iteration 65Q: 3 clusters Score -513240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -513242.218750 Penalty: 4098.357422
	Iteration 66Q: 3 clusters Score -513242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -513243.968750 Penalty: 4098.357422
	Iteration 67Q: 3 clusters Score -513244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -513245.687500 Penalty: 4098.357422
	Iteration 68Q: 3 clusters Score -513245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -513246.593750 Penalty: 4098.357422
	Iteration 69Q: 3 clusters Score -513246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -513246.593750 Penalty: 4098.357422
	Iteration 70F: 3 clusters Score -513246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Entering Unmasked Estep 
Score: -6361391.500000 Penalty: 2679.335205
	Iteration 0F: 2 clusters Score -6361392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6328253.500000 Penalty: 5358.670410
	Iteration 0F: 3 clusters Score -6328254 nChanged 22676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -6341021.500000 Penalty: 5358.670410
	Iteration 1F: 3 clusters Score -6341022 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -6342016.000000 Penalty: 5358.670410
	Iteration 2Q: 3 clusters Score -6342016 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -6343320.500000 Penalty: 5358.670410
	Iteration 3F: 3 clusters Score -6343320 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -6345086.500000 Penalty: 5358.670410
	Iteration 4F: 3 clusters Score -6345086 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -6347305.000000 Penalty: 5358.670410
	Iteration 5F: 3 clusters Score -6347305 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -6349539.000000 Penalty: 5358.670410
	Iteration 6F: 3 clusters Score -6349539 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -6351632.500000 Penalty: 5358.670410
	Iteration 7F: 3 clusters Score -6351632 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -6353619.000000 Penalty: 5358.670410
	Iteration 8F: 3 clusters Score -6353619 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -6355355.000000 Penalty: 5358.670410
	Iteration 9Q: 3 clusters Score -6355355 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -6356738.500000 Penalty: 5358.670410
	Iteration 10Q: 3 clusters Score -6356738 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -6357596.500000 Penalty: 5358.670410
	Iteration 11Q: 3 clusters Score -6357596 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -6358131.500000 Penalty: 5358.670410
	Iteration 12Q: 3 clusters Score -6358132 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6358469.000000 Penalty: 5358.670410
	Iteration 13Q: 3 clusters Score -6358469 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6358674.500000 Penalty: 5358.670410
	Iteration 14Q: 3 clusters Score -6358674 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6358835.000000 Penalty: 5358.670410
	Iteration 15Q: 3 clusters Score -6358835 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6358955.500000 Penalty: 5358.670410
	Iteration 16Q: 3 clusters Score -6358956 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6359035.500000 Penalty: 5358.670410
	Iteration 17Q: 3 clusters Score -6359036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6359144.000000 Penalty: 5358.670410
	Iteration 18Q: 3 clusters Score -6359144 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6359226.500000 Penalty: 5358.670410
	Iteration 19Q: 3 clusters Score -6359226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6359279.000000 Penalty: 5358.670410
	Iteration 20F: 3 clusters Score -6359279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6359306.500000 Penalty: 5358.670410
	Iteration 21Q: 3 clusters Score -6359306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6359359.500000 Penalty: 5358.670410
	Iteration 22Q: 3 clusters Score -6359360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6359387.500000 Penalty: 5358.670410
	Iteration 23Q: 3 clusters Score -6359388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6359416.500000 Penalty: 5358.670410
	Iteration 24Q: 3 clusters Score -6359416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6359449.000000 Penalty: 5358.670410
	Iteration 25Q: 3 clusters Score -6359449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6359473.000000 Penalty: 5358.670410
	Iteration 26Q: 3 clusters Score -6359473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6359499.500000 Penalty: 5358.670410
	Iteration 27Q: 3 clusters Score -6359500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6359509.500000 Penalty: 5358.670410
	Iteration 28Q: 3 clusters Score -6359510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6359535.500000 Penalty: 5358.670410
	Iteration 29Q: 3 clusters Score -6359536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6359551.000000 Penalty: 5358.670410
	Iteration 30Q: 3 clusters Score -6359551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6359563.000000 Penalty: 5358.670410
	Iteration 31Q: 3 clusters Score -6359563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6359567.500000 Penalty: 5358.670410
	Iteration 32Q: 3 clusters Score -6359568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6359597.500000 Penalty: 5358.670410
	Iteration 33Q: 3 clusters Score -6359598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6359613.000000 Penalty: 5358.670410
	Iteration 34Q: 3 clusters Score -6359613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6359626.000000 Penalty: 5358.670410
	Iteration 35Q: 3 clusters Score -6359626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6359636.500000 Penalty: 5358.670410
	Iteration 36Q: 3 clusters Score -6359636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6359634.000000 Penalty: 5358.670410
	Iteration 37Q: 3 clusters Score -6359634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6359635.500000 Penalty: 5358.670410
	Iteration 38Q: 3 clusters Score -6359636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6359640.000000 Penalty: 5358.670410
	Iteration 39Q: 3 clusters Score -6359640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6359647.000000 Penalty: 5358.670410
	Iteration 40F: 3 clusters Score -6359647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6359650.500000 Penalty: 5358.670410
	Iteration 41Q: 3 clusters Score -6359650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6359653.000000 Penalty: 5358.670410
	Iteration 42Q: 3 clusters Score -6359653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6359644.500000 Penalty: 5358.670410
	Iteration 43Q: 3 clusters Score -6359644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6359650.000000 Penalty: 5358.670410
	Iteration 44Q: 3 clusters Score -6359650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6359642.500000 Penalty: 5358.670410
	Iteration 45Q: 3 clusters Score -6359642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6359648.000000 Penalty: 5358.670410
	Iteration 46Q: 3 clusters Score -6359648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6359647.000000 Penalty: 5358.670410
	Iteration 47Q: 3 clusters Score -6359647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6359641.500000 Penalty: 5358.670410
	Iteration 48Q: 3 clusters Score -6359642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6359661.500000 Penalty: 5358.670410
	Iteration 49Q: 3 clusters Score -6359662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6359658.500000 Penalty: 5358.670410
	Iteration 50Q: 3 clusters Score -6359658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6359663.000000 Penalty: 5358.670410
	Iteration 51Q: 3 clusters Score -6359663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6359668.500000 Penalty: 5358.670410
	Iteration 52Q: 3 clusters Score -6359668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6359668.000000 Penalty: 5358.670410
	Iteration 53Q: 3 clusters Score -6359668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6359664.500000 Penalty: 5358.670410
	Iteration 54Q: 3 clusters Score -6359664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6359663.000000 Penalty: 5358.670410
	Iteration 55Q: 3 clusters Score -6359663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6359668.500000 Penalty: 5358.670410
	Iteration 56Q: 3 clusters Score -6359668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6359665.000000 Penalty: 5358.670410
	Iteration 57Q: 3 clusters Score -6359665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6359666.000000 Penalty: 5358.670410
	Iteration 58Q: 3 clusters Score -6359666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6359670.000000 Penalty: 5358.670410
	Iteration 59Q: 3 clusters Score -6359670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6359670.000000 Penalty: 5358.670410
	Iteration 60F: 3 clusters Score -6359670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Entering Unmasked Estep 
Score: -677063.125000 Penalty: 2126.808105
	Iteration 0F: 2 clusters Score -677063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -672437.562500 Penalty: 4253.616211
	Iteration 0F: 3 clusters Score -672437.6 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -673580.500000 Penalty: 4253.616211
	Iteration 1F: 3 clusters Score -673580.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -673939.437500 Penalty: 4253.616211
	Iteration 2F: 3 clusters Score -673939.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -674342.375000 Penalty: 4253.616211
	Iteration 3F: 3 clusters Score -674342.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -674748.625000 Penalty: 4253.616211
	Iteration 4F: 3 clusters Score -674748.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -675158.937500 Penalty: 4253.616211
	Iteration 5F: 3 clusters Score -675158.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -675493.312500 Penalty: 4253.616211
	Iteration 6F: 3 clusters Score -675493.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -675695.562500 Penalty: 4253.616211
	Iteration 7Q: 3 clusters Score -675695.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -675822.312500 Penalty: 4253.616211
	Iteration 8Q: 3 clusters Score -675822.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -675878.062500 Penalty: 4253.616211
	Iteration 9Q: 3 clusters Score -675878.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -675909.250000 Penalty: 4253.616211
	Iteration 10Q: 3 clusters Score -675909.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -675929.375000 Penalty: 4253.616211
	Iteration 11Q: 3 clusters Score -675929.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -675942.875000 Penalty: 4253.616211
	Iteration 12Q: 3 clusters Score -675942.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -675952.625000 Penalty: 4253.616211
	Iteration 13Q: 3 clusters Score -675952.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -675958.250000 Penalty: 4253.616211
	Iteration 14Q: 3 clusters Score -675958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -675962.125000 Penalty: 4253.616211
	Iteration 15Q: 3 clusters Score -675962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -675968.375000 Penalty: 4253.616211
	Iteration 16Q: 3 clusters Score -675968.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -675971.812500 Penalty: 4253.616211
	Iteration 17Q: 3 clusters Score -675971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -675972.250000 Penalty: 4253.616211
	Iteration 18Q: 3 clusters Score -675972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -675976.250000 Penalty: 4253.616211
	Iteration 19Q: 3 clusters Score -675976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -675977.000000 Penalty: 4253.616211
	Iteration 20F: 3 clusters Score -675977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -675978.250000 Penalty: 4253.616211
	Iteration 21Q: 3 clusters Score -675978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -675980.062500 Penalty: 4253.616211
	Iteration 22Q: 3 clusters Score -675980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -675981.187500 Penalty: 4253.616211
	Iteration 23Q: 3 clusters Score -675981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -675983.375000 Penalty: 4253.616211
	Iteration 24Q: 3 clusters Score -675983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -675984.000000 Penalty: 4253.616211
	Iteration 25Q: 3 clusters Score -675984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -675987.000000 Penalty: 4253.616211
	Iteration 26Q: 3 clusters Score -675987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -675986.875000 Penalty: 4253.616211
	Iteration 27Q: 3 clusters Score -675986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -675987.812500 Penalty: 4253.616211
	Iteration 28Q: 3 clusters Score -675987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -675988.625000 Penalty: 4253.616211
	Iteration 29Q: 3 clusters Score -675988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -675989.250000 Penalty: 4253.616211
	Iteration 30Q: 3 clusters Score -675989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -675989.250000 Penalty: 4253.616211
	Iteration 31F: 3 clusters Score -675989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -959278.875000 Penalty: 2216.560547
	Iteration 0F: 2 clusters Score -959278.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -953146.937500 Penalty: 4433.121094
	Iteration 0F: 3 clusters Score -953146.9 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -955187.750000 Penalty: 4433.121094
	Iteration 1F: 3 clusters Score -955187.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -955989.250000 Penalty: 4433.121094
	Iteration 2F: 3 clusters Score -955989.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -956655.937500 Penalty: 4433.121094
	Iteration 3F: 3 clusters Score -956655.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -957108.125000 Penalty: 4433.121094
	Iteration 4F: 3 clusters Score -957108.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -957361.500000 Penalty: 4433.121094
	Iteration 5F: 3 clusters Score -957361.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -957554.312500 Penalty: 4433.121094
	Iteration 6Q: 3 clusters Score -957554.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -957663.437500 Penalty: 4433.121094
	Iteration 7Q: 3 clusters Score -957663.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -957736.375000 Penalty: 4433.121094
	Iteration 8Q: 3 clusters Score -957736.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -957791.437500 Penalty: 4433.121094
	Iteration 9Q: 3 clusters Score -957791.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -957827.562500 Penalty: 4433.121094
	Iteration 10Q: 3 clusters Score -957827.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -957854.125000 Penalty: 4433.121094
	Iteration 11Q: 3 clusters Score -957854.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -957878.562500 Penalty: 4433.121094
	Iteration 12Q: 3 clusters Score -957878.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -957901.125000 Penalty: 4433.121094
	Iteration 13Q: 3 clusters Score -957901.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -957918.000000 Penalty: 4433.121094
	Iteration 14Q: 3 clusters Score -957918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -957932.437500 Penalty: 4433.121094
	Iteration 15Q: 3 clusters Score -957932.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -957940.000000 Penalty: 4433.121094
	Iteration 16Q: 3 clusters Score -957940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -957948.000000 Penalty: 4433.121094
	Iteration 17Q: 3 clusters Score -957948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -957955.312500 Penalty: 4433.121094
	Iteration 18Q: 3 clusters Score -957955.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -957962.375000 Penalty: 4433.121094
	Iteration 19Q: 3 clusters Score -957962.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -957969.625000 Penalty: 4433.121094
	Iteration 20F: 3 clusters Score -957969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -957971.500000 Penalty: 4433.121094
	Iteration 21Q: 3 clusters Score -957971.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -957974.250000 Penalty: 4433.121094
	Iteration 22Q: 3 clusters Score -957974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -957977.812500 Penalty: 4433.121094
	Iteration 23Q: 3 clusters Score -957977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -957981.000000 Penalty: 4433.121094
	Iteration 24Q: 3 clusters Score -957981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -957980.062500 Penalty: 4433.121094
	Iteration 25Q: 3 clusters Score -957980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -957982.625000 Penalty: 4433.121094
	Iteration 26Q: 3 clusters Score -957982.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -957987.375000 Penalty: 4433.121094
	Iteration 27Q: 3 clusters Score -957987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -957987.875000 Penalty: 4433.121094
	Iteration 28Q: 3 clusters Score -957987.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -957995.562500 Penalty: 4433.121094
	Iteration 29Q: 3 clusters Score -957995.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -957996.562500 Penalty: 4433.121094
	Iteration 30Q: 3 clusters Score -957996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -958001.437500 Penalty: 4433.121094
	Iteration 31Q: 3 clusters Score -958001.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -958002.937500 Penalty: 4433.121094
	Iteration 32Q: 3 clusters Score -958002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -958003.437500 Penalty: 4433.121094
	Iteration 33Q: 3 clusters Score -958003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -958005.750000 Penalty: 4433.121094
	Iteration 34Q: 3 clusters Score -958005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -958005.500000 Penalty: 4433.121094
	Iteration 35Q: 3 clusters Score -958005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -958006.687500 Penalty: 4433.121094
	Iteration 36Q: 3 clusters Score -958006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -958009.937500 Penalty: 4433.121094
	Iteration 37Q: 3 clusters Score -958009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -958012.187500 Penalty: 4433.121094
	Iteration 38Q: 3 clusters Score -958012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -958011.062500 Penalty: 4433.121094
	Iteration 39Q: 3 clusters Score -958011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -958012.312500 Penalty: 4433.121094
	Iteration 40F: 3 clusters Score -958012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -958013.812500 Penalty: 4433.121094
	Iteration 41Q: 3 clusters Score -958013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -958018.000000 Penalty: 4433.121094
	Iteration 42Q: 3 clusters Score -958018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -958021.125000 Penalty: 4433.121094
	Iteration 43Q: 3 clusters Score -958021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -958025.000000 Penalty: 4433.121094
	Iteration 44Q: 3 clusters Score -958025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -958030.750000 Penalty: 4433.121094
	Iteration 45Q: 3 clusters Score -958030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -958033.687500 Penalty: 4433.121094
	Iteration 46Q: 3 clusters Score -958033.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -958038.500000 Penalty: 4433.121094
	Iteration 47Q: 3 clusters Score -958038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -958041.125000 Penalty: 4433.121094
	Iteration 48Q: 3 clusters Score -958041.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -958046.687500 Penalty: 4433.121094
	Iteration 49Q: 3 clusters Score -958046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -958047.562500 Penalty: 4433.121094
	Iteration 50Q: 3 clusters Score -958047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -958048.312500 Penalty: 4433.121094
	Iteration 51Q: 3 clusters Score -958048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -958047.750000 Penalty: 4433.121094
	Iteration 52Q: 3 clusters Score -958047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -958048.875000 Penalty: 4433.121094
	Iteration 53Q: 3 clusters Score -958048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -958048.875000 Penalty: 4433.121094
	Iteration 54F: 3 clusters Score -958048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Entering Unmasked Estep 
Score: -525593.125000 Penalty: 2087.179443
	Iteration 0F: 2 clusters Score -525593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -521444.875000 Penalty: 4174.358887
	Iteration 0F: 3 clusters Score -521444.9 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -522682.312500 Penalty: 4174.358887
	Iteration 1F: 3 clusters Score -522682.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -523157.062500 Penalty: 4174.358887
	Iteration 2F: 3 clusters Score -523157.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -523493.281250 Penalty: 4174.358887
	Iteration 3F: 3 clusters Score -523493.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -523760.250000 Penalty: 4174.358887
	Iteration 4F: 3 clusters Score -523760.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -524030.937500 Penalty: 4174.358887
	Iteration 5Q: 3 clusters Score -524030.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -524248.000000 Penalty: 4174.358887
	Iteration 6Q: 3 clusters Score -524248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -524385.937500 Penalty: 4174.358887
	Iteration 7Q: 3 clusters Score -524385.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -524491.750000 Penalty: 4174.358887
	Iteration 8Q: 3 clusters Score -524491.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -524562.750000 Penalty: 4174.358887
	Iteration 9Q: 3 clusters Score -524562.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -524611.250000 Penalty: 4174.358887
	Iteration 10Q: 3 clusters Score -524611.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -524651.750000 Penalty: 4174.358887
	Iteration 11Q: 3 clusters Score -524651.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -524677.187500 Penalty: 4174.358887
	Iteration 12Q: 3 clusters Score -524677.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -524696.937500 Penalty: 4174.358887
	Iteration 13Q: 3 clusters Score -524696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -524713.312500 Penalty: 4174.358887
	Iteration 14Q: 3 clusters Score -524713.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -524728.562500 Penalty: 4174.358887
	Iteration 15Q: 3 clusters Score -524728.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -524742.687500 Penalty: 4174.358887
	Iteration 16Q: 3 clusters Score -524742.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -524763.937500 Penalty: 4174.358887
	Iteration 17Q: 3 clusters Score -524763.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -524791.500000 Penalty: 4174.358887
	Iteration 18Q: 3 clusters Score -524791.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -524830.250000 Penalty: 4174.358887
	Iteration 19Q: 3 clusters Score -524830.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -524881.437500 Penalty: 4174.358887
	Iteration 20F: 3 clusters Score -524881.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -524937.937500 Penalty: 4174.358887
	Iteration 21Q: 3 clusters Score -524937.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -524972.250000 Penalty: 4174.358887
	Iteration 22Q: 3 clusters Score -524972.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -525015.812500 Penalty: 4174.358887
	Iteration 23Q: 3 clusters Score -525015.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -525049.812500 Penalty: 4174.358887
	Iteration 24Q: 3 clusters Score -525049.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -525088.437500 Penalty: 4174.358887
	Iteration 25Q: 3 clusters Score -525088.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -525111.000000 Penalty: 4174.358887
	Iteration 26Q: 3 clusters Score -525111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -525144.062500 Penalty: 4174.358887
	Iteration 27Q: 3 clusters Score -525144.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -525188.125000 Penalty: 4174.358887
	Iteration 28Q: 3 clusters Score -525188.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -525221.187500 Penalty: 4174.358887
	Iteration 29Q: 3 clusters Score -525221.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -525246.937500 Penalty: 4174.358887
	Iteration 30Q: 3 clusters Score -525246.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -525279.125000 Penalty: 4174.358887
	Iteration 31Q: 3 clusters Score -525279.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -525303.187500 Penalty: 4174.358887
	Iteration 32Q: 3 clusters Score -525303.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -525321.750000 Penalty: 4174.358887
	Iteration 33Q: 3 clusters Score -525321.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -525333.562500 Penalty: 4174.358887
	Iteration 34Q: 3 clusters Score -525333.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -525340.625000 Penalty: 4174.358887
	Iteration 35Q: 3 clusters Score -525340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -525345.500000 Penalty: 4174.358887
	Iteration 36Q: 3 clusters Score -525345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -525350.250000 Penalty: 4174.358887
	Iteration 37Q: 3 clusters Score -525350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -525352.062500 Penalty: 4174.358887
	Iteration 38Q: 3 clusters Score -525352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -525352.125000 Penalty: 4174.358887
	Iteration 39Q: 3 clusters Score -525352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -525352.625000 Penalty: 4174.358887
	Iteration 40F: 3 clusters Score -525352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Entering Unmasked Estep 
Score: -960501.375000 Penalty: 2209.758301
	Iteration 0F: 2 clusters Score -960501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -954525.250000 Penalty: 4419.516602
	Iteration 0F: 3 clusters Score -954525.2 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -956201.937500 Penalty: 4419.516602
	Iteration 1F: 3 clusters Score -956201.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -956495.875000 Penalty: 4419.516602
	Iteration 2F: 3 clusters Score -956495.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -956719.750000 Penalty: 4419.516602
	Iteration 3F: 3 clusters Score -956719.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -956899.375000 Penalty: 4419.516602
	Iteration 4Q: 3 clusters Score -956899.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -957083.187500 Penalty: 4419.516602
	Iteration 5Q: 3 clusters Score -957083.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -957248.750000 Penalty: 4419.516602
	Iteration 6Q: 3 clusters Score -957248.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -957383.812500 Penalty: 4419.516602
	Iteration 7Q: 3 clusters Score -957383.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -957518.750000 Penalty: 4419.516602
	Iteration 8Q: 3 clusters Score -957518.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -957660.187500 Penalty: 4419.516602
	Iteration 9Q: 3 clusters Score -957660.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -957787.312500 Penalty: 4419.516602
	Iteration 10Q: 3 clusters Score -957787.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -957922.750000 Penalty: 4419.516602
	Iteration 11Q: 3 clusters Score -957922.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -958068.187500 Penalty: 4419.516602
	Iteration 12Q: 3 clusters Score -958068.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -958227.250000 Penalty: 4419.516602
	Iteration 13Q: 3 clusters Score -958227.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -958416.375000 Penalty: 4419.516602
	Iteration 14Q: 3 clusters Score -958416.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -958630.687500 Penalty: 4419.516602
	Iteration 15Q: 3 clusters Score -958630.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -958811.750000 Penalty: 4419.516602
	Iteration 16Q: 3 clusters Score -958811.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -958946.000000 Penalty: 4419.516602
	Iteration 17Q: 3 clusters Score -958946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -959049.562500 Penalty: 4419.516602
	Iteration 18Q: 3 clusters Score -959049.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -959143.312500 Penalty: 4419.516602
	Iteration 19Q: 3 clusters Score -959143.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -959221.687500 Penalty: 4419.516602
	Iteration 20F: 3 clusters Score -959221.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -959303.250000 Penalty: 4419.516602
	Iteration 21Q: 3 clusters Score -959303.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -959361.875000 Penalty: 4419.516602
	Iteration 22Q: 3 clusters Score -959361.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -959408.812500 Penalty: 4419.516602
	Iteration 23Q: 3 clusters Score -959408.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -959450.750000 Penalty: 4419.516602
	Iteration 24Q: 3 clusters Score -959450.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -959483.812500 Penalty: 4419.516602
	Iteration 25Q: 3 clusters Score -959483.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -959511.750000 Penalty: 4419.516602
	Iteration 26Q: 3 clusters Score -959511.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -959533.562500 Penalty: 4419.516602
	Iteration 27Q: 3 clusters Score -959533.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -959553.812500 Penalty: 4419.516602
	Iteration 28Q: 3 clusters Score -959553.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -959578.437500 Penalty: 4419.516602
	Iteration 29Q: 3 clusters Score -959578.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -959597.812500 Penalty: 4419.516602
	Iteration 30Q: 3 clusters Score -959597.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -959619.187500 Penalty: 4419.516602
	Iteration 31Q: 3 clusters Score -959619.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -959634.500000 Penalty: 4419.516602
	Iteration 32Q: 3 clusters Score -959634.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -959647.437500 Penalty: 4419.516602
	Iteration 33Q: 3 clusters Score -959647.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -959661.750000 Penalty: 4419.516602
	Iteration 34Q: 3 clusters Score -959661.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -959670.125000 Penalty: 4419.516602
	Iteration 35Q: 3 clusters Score -959670.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -959673.312500 Penalty: 4419.516602
	Iteration 36Q: 3 clusters Score -959673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -959677.250000 Penalty: 4419.516602
	Iteration 37Q: 3 clusters Score -959677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -959679.562500 Penalty: 4419.516602
	Iteration 38Q: 3 clusters Score -959679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -959682.687500 Penalty: 4419.516602
	Iteration 39Q: 3 clusters Score -959682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -959685.250000 Penalty: 4419.516602
	Iteration 40F: 3 clusters Score -959685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -959687.937500 Penalty: 4419.516602
	Iteration 41Q: 3 clusters Score -959687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -959692.062500 Penalty: 4419.516602
	Iteration 42Q: 3 clusters Score -959692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -959692.062500 Penalty: 4419.516602
	Iteration 43Q: 3 clusters Score -959692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -959694.000000 Penalty: 4419.516602
	Iteration 44Q: 3 clusters Score -959694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -959695.562500 Penalty: 4419.516602
	Iteration 45Q: 3 clusters Score -959695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -959694.875000 Penalty: 4419.516602
	Iteration 46Q: 3 clusters Score -959694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -959693.937500 Penalty: 4419.516602
	Iteration 47Q: 3 clusters Score -959693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -959696.000000 Penalty: 4419.516602
	Iteration 48Q: 3 clusters Score -959696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -959694.562500 Penalty: 4419.516602
	Iteration 49Q: 3 clusters Score -959694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -959694.562500 Penalty: 4419.516602
	Iteration 50F: 3 clusters Score -959694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -93771.601562 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -93771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92118.132812 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -92118.13 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92609.625000 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -92609.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -93070.101562 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -93070.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -93546.750000 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -93546.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93807.304688 Penalty: 3327.209717
	Iteration 4F: 3 clusters Score -93807.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93866.890625 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -93866.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93884.906250 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -93884.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93894.968750 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -93894.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93904.671875 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -93904.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93913.359375 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -93913.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93939.187500 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -93939.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93968.984375 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -93968.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93981.929688 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -93981.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93987.414062 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -93987.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93988.742188 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -93988.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93989.507812 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -93989.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93991.234375 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -93991.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93991.234375 Penalty: 3327.209717
	Iteration 17F: 3 clusters Score -93991.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89810 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 52506 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 29327 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 46122 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39601 members 
Mstep: Class 32 contains 162087 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117728 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2572 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11938 members 
Mstep: Class 41 contains 83217 members 
Mstep: Class 42 contains 500 members 
Entering Unmasked Estep 
Score: -111265024.000000 Penalty: 142600.890625
Splitting cluster 22 changes total score from -111266520.000000 to -111265024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Entering Unmasked Estep 
Score: -1810630.625000 Penalty: 2382.177002
	Iteration 0F: 2 clusters Score -1810631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1799903.500000 Penalty: 4764.354004
	Iteration 0F: 3 clusters Score -1799904 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1803487.000000 Penalty: 4764.354004
	Iteration 1F: 3 clusters Score -1803487 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1804282.375000 Penalty: 4764.354004
	Iteration 2F: 3 clusters Score -1804282 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1805233.875000 Penalty: 4764.354004
	Iteration 3F: 3 clusters Score -1805234 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1806178.000000 Penalty: 4764.354004
	Iteration 4F: 3 clusters Score -1806178 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1806917.500000 Penalty: 4764.354004
	Iteration 5F: 3 clusters Score -1806918 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1807425.625000 Penalty: 4764.354004
	Iteration 6F: 3 clusters Score -1807426 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1807727.250000 Penalty: 4764.354004
	Iteration 7Q: 3 clusters Score -1807727 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1807919.125000 Penalty: 4764.354004
	Iteration 8Q: 3 clusters Score -1807919 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1808066.250000 Penalty: 4764.354004
	Iteration 9Q: 3 clusters Score -1808066 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1808181.500000 Penalty: 4764.354004
	Iteration 10Q: 3 clusters Score -1808182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1808282.625000 Penalty: 4764.354004
	Iteration 11Q: 3 clusters Score -1808283 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1808380.000000 Penalty: 4764.354004
	Iteration 12Q: 3 clusters Score -1808380 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1808480.750000 Penalty: 4764.354004
	Iteration 13Q: 3 clusters Score -1808481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1808548.000000 Penalty: 4764.354004
	Iteration 14Q: 3 clusters Score -1808548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1808616.875000 Penalty: 4764.354004
	Iteration 15Q: 3 clusters Score -1808617 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1808662.500000 Penalty: 4764.354004
	Iteration 16Q: 3 clusters Score -1808662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1808691.375000 Penalty: 4764.354004
	Iteration 17Q: 3 clusters Score -1808691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1808731.875000 Penalty: 4764.354004
	Iteration 18Q: 3 clusters Score -1808732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1808764.500000 Penalty: 4764.354004
	Iteration 19Q: 3 clusters Score -1808764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1808803.375000 Penalty: 4764.354004
	Iteration 20F: 3 clusters Score -1808803 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1808828.500000 Penalty: 4764.354004
	Iteration 21Q: 3 clusters Score -1808828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1808837.500000 Penalty: 4764.354004
	Iteration 22Q: 3 clusters Score -1808838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1808854.375000 Penalty: 4764.354004
	Iteration 23Q: 3 clusters Score -1808854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1808870.125000 Penalty: 4764.354004
	Iteration 24Q: 3 clusters Score -1808870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1808877.125000 Penalty: 4764.354004
	Iteration 25Q: 3 clusters Score -1808877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1808891.750000 Penalty: 4764.354004
	Iteration 26Q: 3 clusters Score -1808892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1808900.750000 Penalty: 4764.354004
	Iteration 27Q: 3 clusters Score -1808901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1808909.250000 Penalty: 4764.354004
	Iteration 28Q: 3 clusters Score -1808909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1808924.750000 Penalty: 4764.354004
	Iteration 29Q: 3 clusters Score -1808925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1808928.375000 Penalty: 4764.354004
	Iteration 30Q: 3 clusters Score -1808928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1808940.375000 Penalty: 4764.354004
	Iteration 31Q: 3 clusters Score -1808940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1808945.125000 Penalty: 4764.354004
	Iteration 32Q: 3 clusters Score -1808945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1808960.750000 Penalty: 4764.354004
	Iteration 33Q: 3 clusters Score -1808961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1808966.500000 Penalty: 4764.354004
	Iteration 34Q: 3 clusters Score -1808966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1808974.125000 Penalty: 4764.354004
	Iteration 35Q: 3 clusters Score -1808974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1808976.750000 Penalty: 4764.354004
	Iteration 36Q: 3 clusters Score -1808977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1808980.875000 Penalty: 4764.354004
	Iteration 37Q: 3 clusters Score -1808981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1808980.000000 Penalty: 4764.354004
	Iteration 38Q: 3 clusters Score -1808980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1808988.500000 Penalty: 4764.354004
	Iteration 39Q: 3 clusters Score -1808988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1809000.625000 Penalty: 4764.354004
	Iteration 40F: 3 clusters Score -1809001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1809003.750000 Penalty: 4764.354004
	Iteration 41Q: 3 clusters Score -1809004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1809004.375000 Penalty: 4764.354004
	Iteration 42Q: 3 clusters Score -1809004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1809007.500000 Penalty: 4764.354004
	Iteration 43Q: 3 clusters Score -1809008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1809008.125000 Penalty: 4764.354004
	Iteration 44Q: 3 clusters Score -1809008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1809002.375000 Penalty: 4764.354004
	Iteration 45Q: 3 clusters Score -1809002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1809008.125000 Penalty: 4764.354004
	Iteration 46Q: 3 clusters Score -1809008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1809008.625000 Penalty: 4764.354004
	Iteration 47Q: 3 clusters Score -1809009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1809007.500000 Penalty: 4764.354004
	Iteration 48Q: 3 clusters Score -1809008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1809010.250000 Penalty: 4764.354004
	Iteration 49Q: 3 clusters Score -1809010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1809009.625000 Penalty: 4764.354004
	Iteration 50Q: 3 clusters Score -1809010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1809011.250000 Penalty: 4764.354004
	Iteration 51Q: 3 clusters Score -1809011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1809010.125000 Penalty: 4764.354004
	Iteration 52Q: 3 clusters Score -1809010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1809014.000000 Penalty: 4764.354004
	Iteration 53Q: 3 clusters Score -1809014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1809014.000000 Penalty: 4764.354004
	Iteration 54F: 3 clusters Score -1809014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -961685.562500 Penalty: 2212.024414
	Iteration 0F: 2 clusters Score -961685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -955656.312500 Penalty: 4424.048828
	Iteration 0F: 3 clusters Score -955656.3 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -957324.750000 Penalty: 4424.048828
	Iteration 1F: 3 clusters Score -957324.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -957805.875000 Penalty: 4424.048828
	Iteration 2F: 3 clusters Score -957805.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -958293.875000 Penalty: 4424.048828
	Iteration 3F: 3 clusters Score -958293.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -958820.312500 Penalty: 4424.048828
	Iteration 4F: 3 clusters Score -958820.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -959335.125000 Penalty: 4424.048828
	Iteration 5F: 3 clusters Score -959335.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -959729.625000 Penalty: 4424.048828
	Iteration 6F: 3 clusters Score -959729.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -959951.875000 Penalty: 4424.048828
	Iteration 7Q: 3 clusters Score -959951.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -960070.625000 Penalty: 4424.048828
	Iteration 8Q: 3 clusters Score -960070.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -960134.625000 Penalty: 4424.048828
	Iteration 9Q: 3 clusters Score -960134.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -960166.437500 Penalty: 4424.048828
	Iteration 10Q: 3 clusters Score -960166.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -960184.937500 Penalty: 4424.048828
	Iteration 11Q: 3 clusters Score -960184.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -960195.812500 Penalty: 4424.048828
	Iteration 12Q: 3 clusters Score -960195.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -960206.312500 Penalty: 4424.048828
	Iteration 13Q: 3 clusters Score -960206.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -960212.750000 Penalty: 4424.048828
	Iteration 14Q: 3 clusters Score -960212.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -960216.875000 Penalty: 4424.048828
	Iteration 15Q: 3 clusters Score -960216.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -960221.562500 Penalty: 4424.048828
	Iteration 16Q: 3 clusters Score -960221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -960224.687500 Penalty: 4424.048828
	Iteration 17Q: 3 clusters Score -960224.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -960227.187500 Penalty: 4424.048828
	Iteration 18Q: 3 clusters Score -960227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -960228.750000 Penalty: 4424.048828
	Iteration 19Q: 3 clusters Score -960228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -960232.437500 Penalty: 4424.048828
	Iteration 20F: 3 clusters Score -960232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -960234.062500 Penalty: 4424.048828
	Iteration 21Q: 3 clusters Score -960234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -960236.062500 Penalty: 4424.048828
	Iteration 22Q: 3 clusters Score -960236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -960235.000000 Penalty: 4424.048828
	Iteration 23Q: 3 clusters Score -960235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -960237.937500 Penalty: 4424.048828
	Iteration 24Q: 3 clusters Score -960237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -960237.937500 Penalty: 4424.048828
	Iteration 25F: 3 clusters Score -960237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Entering Unmasked Estep 
Score: -1239077.875000 Penalty: 2270.239746
	Iteration 0F: 2 clusters Score -1239078 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 4791 members 
Entering Unmasked Estep 
Score: -1231646.000000 Penalty: 4540.479492
	Iteration 0F: 3 clusters Score -1231646 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1233763.250000 Penalty: 4540.479492
	Iteration 1F: 3 clusters Score -1233763 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1234171.500000 Penalty: 4540.479492
	Iteration 2F: 3 clusters Score -1234172 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1234614.000000 Penalty: 4540.479492
	Iteration 3F: 3 clusters Score -1234614 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1235074.250000 Penalty: 4540.479492
	Iteration 4F: 3 clusters Score -1235074 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1235566.000000 Penalty: 4540.479492
	Iteration 5F: 3 clusters Score -1235566 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1236059.250000 Penalty: 4540.479492
	Iteration 6F: 3 clusters Score -1236059 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1236528.875000 Penalty: 4540.479492
	Iteration 7F: 3 clusters Score -1236529 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1236916.000000 Penalty: 4540.479492
	Iteration 8F: 3 clusters Score -1236916 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1237218.000000 Penalty: 4540.479492
	Iteration 9Q: 3 clusters Score -1237218 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1237449.000000 Penalty: 4540.479492
	Iteration 10Q: 3 clusters Score -1237449 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1237622.375000 Penalty: 4540.479492
	Iteration 11Q: 3 clusters Score -1237622 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1237736.500000 Penalty: 4540.479492
	Iteration 12Q: 3 clusters Score -1237736 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1237830.125000 Penalty: 4540.479492
	Iteration 13Q: 3 clusters Score -1237830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1237900.750000 Penalty: 4540.479492
	Iteration 14Q: 3 clusters Score -1237901 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1237965.625000 Penalty: 4540.479492
	Iteration 15Q: 3 clusters Score -1237966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1238019.875000 Penalty: 4540.479492
	Iteration 16Q: 3 clusters Score -1238020 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1238065.375000 Penalty: 4540.479492
	Iteration 17Q: 3 clusters Score -1238065 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1238115.750000 Penalty: 4540.479492
	Iteration 18Q: 3 clusters Score -1238116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1238159.500000 Penalty: 4540.479492
	Iteration 19Q: 3 clusters Score -1238160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1238199.000000 Penalty: 4540.479492
	Iteration 20F: 3 clusters Score -1238199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1238228.625000 Penalty: 4540.479492
	Iteration 21Q: 3 clusters Score -1238229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1238248.000000 Penalty: 4540.479492
	Iteration 22Q: 3 clusters Score -1238248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1238266.125000 Penalty: 4540.479492
	Iteration 23Q: 3 clusters Score -1238266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1238280.250000 Penalty: 4540.479492
	Iteration 24Q: 3 clusters Score -1238280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1238304.625000 Penalty: 4540.479492
	Iteration 25Q: 3 clusters Score -1238305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1238326.375000 Penalty: 4540.479492
	Iteration 26Q: 3 clusters Score -1238326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1238354.625000 Penalty: 4540.479492
	Iteration 27Q: 3 clusters Score -1238355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1238369.500000 Penalty: 4540.479492
	Iteration 28Q: 3 clusters Score -1238370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1238379.125000 Penalty: 4540.479492
	Iteration 29Q: 3 clusters Score -1238379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1238384.750000 Penalty: 4540.479492
	Iteration 30Q: 3 clusters Score -1238385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1238391.000000 Penalty: 4540.479492
	Iteration 31Q: 3 clusters Score -1238391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1238400.750000 Penalty: 4540.479492
	Iteration 32Q: 3 clusters Score -1238401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1238410.625000 Penalty: 4540.479492
	Iteration 33Q: 3 clusters Score -1238411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1238419.875000 Penalty: 4540.479492
	Iteration 34Q: 3 clusters Score -1238420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1238431.375000 Penalty: 4540.479492
	Iteration 35Q: 3 clusters Score -1238431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1238437.375000 Penalty: 4540.479492
	Iteration 36Q: 3 clusters Score -1238437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1238446.375000 Penalty: 4540.479492
	Iteration 37Q: 3 clusters Score -1238446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1238459.500000 Penalty: 4540.479492
	Iteration 38Q: 3 clusters Score -1238460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1238467.750000 Penalty: 4540.479492
	Iteration 39Q: 3 clusters Score -1238468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1238468.250000 Penalty: 4540.479492
	Iteration 40F: 3 clusters Score -1238468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1238472.625000 Penalty: 4540.479492
	Iteration 41Q: 3 clusters Score -1238473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1238476.125000 Penalty: 4540.479492
	Iteration 42Q: 3 clusters Score -1238476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1238479.500000 Penalty: 4540.479492
	Iteration 43Q: 3 clusters Score -1238480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1238485.500000 Penalty: 4540.479492
	Iteration 44Q: 3 clusters Score -1238486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1238494.125000 Penalty: 4540.479492
	Iteration 45Q: 3 clusters Score -1238494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1238506.250000 Penalty: 4540.479492
	Iteration 46Q: 3 clusters Score -1238506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1238513.875000 Penalty: 4540.479492
	Iteration 47Q: 3 clusters Score -1238514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1238520.625000 Penalty: 4540.479492
	Iteration 48Q: 3 clusters Score -1238521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1238526.875000 Penalty: 4540.479492
	Iteration 49Q: 3 clusters Score -1238527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1238533.750000 Penalty: 4540.479492
	Iteration 50Q: 3 clusters Score -1238534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1238539.375000 Penalty: 4540.479492
	Iteration 51Q: 3 clusters Score -1238539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1238550.875000 Penalty: 4540.479492
	Iteration 52Q: 3 clusters Score -1238551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1238573.875000 Penalty: 4540.479492
	Iteration 53Q: 3 clusters Score -1238574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1238596.375000 Penalty: 4540.479492
	Iteration 54Q: 3 clusters Score -1238596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1238620.750000 Penalty: 4540.479492
	Iteration 55Q: 3 clusters Score -1238621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1238631.750000 Penalty: 4540.479492
	Iteration 56Q: 3 clusters Score -1238632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1238643.250000 Penalty: 4540.479492
	Iteration 57Q: 3 clusters Score -1238643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1238670.250000 Penalty: 4540.479492
	Iteration 58Q: 3 clusters Score -1238670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1238696.750000 Penalty: 4540.479492
	Iteration 59Q: 3 clusters Score -1238697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1238726.750000 Penalty: 4540.479492
	Iteration 60F: 3 clusters Score -1238727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1238770.875000 Penalty: 4540.479492
	Iteration 61Q: 3 clusters Score -1238771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1238800.125000 Penalty: 4540.479492
	Iteration 62Q: 3 clusters Score -1238800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1238815.750000 Penalty: 4540.479492
	Iteration 63Q: 3 clusters Score -1238816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1238826.375000 Penalty: 4540.479492
	Iteration 64Q: 3 clusters Score -1238826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1238830.375000 Penalty: 4540.479492
	Iteration 65Q: 3 clusters Score -1238830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1238842.250000 Penalty: 4540.479492
	Iteration 66Q: 3 clusters Score -1238842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1238841.500000 Penalty: 4540.479492
	Iteration 67Q: 3 clusters Score -1238842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1238843.500000 Penalty: 4540.479492
	Iteration 68Q: 3 clusters Score -1238844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1238844.375000 Penalty: 4540.479492
	Iteration 69Q: 3 clusters Score -1238844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1238844.375000 Penalty: 4540.479492
	Iteration 70Q: 3 clusters Score -1238844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1238845.625000 Penalty: 4540.479492
	Iteration 71Q: 3 clusters Score -1238846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1238845.625000 Penalty: 4540.479492
	Iteration 72F: 3 clusters Score -1238846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -217878.984375 Penalty: 1850.771729
	Iteration 0F: 2 clusters Score -217879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215454.890625 Penalty: 3701.543457
	Iteration 0F: 3 clusters Score -215454.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215941.656250 Penalty: 3701.543457
	Iteration 1F: 3 clusters Score -215941.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -216095.953125 Penalty: 3701.543457
	Iteration 2F: 3 clusters Score -216096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216169.875000 Penalty: 3701.543457
	Iteration 3Q: 3 clusters Score -216169.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216247.328125 Penalty: 3701.543457
	Iteration 4Q: 3 clusters Score -216247.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -216310.437500 Penalty: 3701.543457
	Iteration 5Q: 3 clusters Score -216310.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -216350.312500 Penalty: 3701.543457
	Iteration 6Q: 3 clusters Score -216350.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -216383.390625 Penalty: 3701.543457
	Iteration 7Q: 3 clusters Score -216383.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -216418.640625 Penalty: 3701.543457
	Iteration 8Q: 3 clusters Score -216418.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -216443.906250 Penalty: 3701.543457
	Iteration 9Q: 3 clusters Score -216443.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216459.125000 Penalty: 3701.543457
	Iteration 10Q: 3 clusters Score -216459.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -216476.171875 Penalty: 3701.543457
	Iteration 11Q: 3 clusters Score -216476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -216484.875000 Penalty: 3701.543457
	Iteration 12Q: 3 clusters Score -216484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -216492.062500 Penalty: 3701.543457
	Iteration 13Q: 3 clusters Score -216492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -216500.875000 Penalty: 3701.543457
	Iteration 14Q: 3 clusters Score -216500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -216505.406250 Penalty: 3701.543457
	Iteration 15Q: 3 clusters Score -216505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -216507.781250 Penalty: 3701.543457
	Iteration 16Q: 3 clusters Score -216507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -216510.140625 Penalty: 3701.543457
	Iteration 17Q: 3 clusters Score -216510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -216512.671875 Penalty: 3701.543457
	Iteration 18Q: 3 clusters Score -216512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -216512.875000 Penalty: 3701.543457
	Iteration 19Q: 3 clusters Score -216512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -216512.875000 Penalty: 3701.543457
	Iteration 20F: 3 clusters Score -216512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -198138.359375 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -198138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195779.671875 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -195779.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -196220.281250 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -196220.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196357.171875 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -196357.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -196454.328125 Penalty: 3667.363770
	Iteration 3Q: 3 clusters Score -196454.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -196511.375000 Penalty: 3667.363770
	Iteration 4Q: 3 clusters Score -196511.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -196553.859375 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -196553.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196575.078125 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -196575.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -196591.484375 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -196591.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -196609.937500 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -196609.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -196621.468750 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -196621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -196626.312500 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -196626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -196631.703125 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -196631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -196637.859375 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -196637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -196649.531250 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -196649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -196660.265625 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -196660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -196670.875000 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -196670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -196681.843750 Penalty: 3667.363770
	Iteration 16Q: 3 clusters Score -196681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -196690.343750 Penalty: 3667.363770
	Iteration 17Q: 3 clusters Score -196690.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -196699.671875 Penalty: 3667.363770
	Iteration 18Q: 3 clusters Score -196699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -196711.812500 Penalty: 3667.363770
	Iteration 19Q: 3 clusters Score -196711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -196718.937500 Penalty: 3667.363770
	Iteration 20F: 3 clusters Score -196718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196725.781250 Penalty: 3667.363770
	Iteration 21Q: 3 clusters Score -196725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -196733.421875 Penalty: 3667.363770
	Iteration 22Q: 3 clusters Score -196733.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -196737.296875 Penalty: 3667.363770
	Iteration 23Q: 3 clusters Score -196737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196741.765625 Penalty: 3667.363770
	Iteration 24Q: 3 clusters Score -196741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -196746.109375 Penalty: 3667.363770
	Iteration 25Q: 3 clusters Score -196746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196749.234375 Penalty: 3667.363770
	Iteration 26Q: 3 clusters Score -196749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196752.046875 Penalty: 3667.363770
	Iteration 27Q: 3 clusters Score -196752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196755.187500 Penalty: 3667.363770
	Iteration 28Q: 3 clusters Score -196755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -196758.765625 Penalty: 3667.363770
	Iteration 29Q: 3 clusters Score -196758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196761.312500 Penalty: 3667.363770
	Iteration 30Q: 3 clusters Score -196761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -196763.109375 Penalty: 3667.363770
	Iteration 31Q: 3 clusters Score -196763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -196765.703125 Penalty: 3667.363770
	Iteration 32Q: 3 clusters Score -196765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -196771.015625 Penalty: 3667.363770
	Iteration 33Q: 3 clusters Score -196771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -196778.718750 Penalty: 3667.363770
	Iteration 34Q: 3 clusters Score -196778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -196784.328125 Penalty: 3667.363770
	Iteration 35Q: 3 clusters Score -196784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -196785.046875 Penalty: 3667.363770
	Iteration 36Q: 3 clusters Score -196785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196786.546875 Penalty: 3667.363770
	Iteration 37Q: 3 clusters Score -196786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -196789.109375 Penalty: 3667.363770
	Iteration 38Q: 3 clusters Score -196789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -196790.343750 Penalty: 3667.363770
	Iteration 39Q: 3 clusters Score -196790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -196790.718750 Penalty: 3667.363770
	Iteration 40F: 3 clusters Score -196790.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (46122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Entering Unmasked Estep 
Score: -5570098.000000 Penalty: 2663.283203
	Iteration 0F: 2 clusters Score -5570098 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 23068 members 
Entering Unmasked Estep 
Score: -5539035.500000 Penalty: 5326.566406
	Iteration 0F: 3 clusters Score -5539036 nChanged 21400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -5552397.500000 Penalty: 5326.566406
	Iteration 1F: 3 clusters Score -5552398 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -5554371.500000 Penalty: 5326.566406
	Iteration 2F: 3 clusters Score -5554372 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5556181.500000 Penalty: 5326.566406
	Iteration 3F: 3 clusters Score -5556182 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5557643.000000 Penalty: 5326.566406
	Iteration 4F: 3 clusters Score -5557643 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -5558947.000000 Penalty: 5326.566406
	Iteration 5F: 3 clusters Score -5558947 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5559937.500000 Penalty: 5326.566406
	Iteration 6Q: 3 clusters Score -5559938 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5560843.000000 Penalty: 5326.566406
	Iteration 7Q: 3 clusters Score -5560843 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -5561590.500000 Penalty: 5326.566406
	Iteration 8Q: 3 clusters Score -5561590 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -5562231.000000 Penalty: 5326.566406
	Iteration 9Q: 3 clusters Score -5562231 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5562740.500000 Penalty: 5326.566406
	Iteration 10Q: 3 clusters Score -5562740 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5563209.000000 Penalty: 5326.566406
	Iteration 11Q: 3 clusters Score -5563209 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5563576.000000 Penalty: 5326.566406
	Iteration 12Q: 3 clusters Score -5563576 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5563899.500000 Penalty: 5326.566406
	Iteration 13Q: 3 clusters Score -5563900 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5564180.000000 Penalty: 5326.566406
	Iteration 14Q: 3 clusters Score -5564180 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -5564480.500000 Penalty: 5326.566406
	Iteration 15Q: 3 clusters Score -5564480 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -5564660.500000 Penalty: 5326.566406
	Iteration 16Q: 3 clusters Score -5564660 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5564882.500000 Penalty: 5326.566406
	Iteration 17Q: 3 clusters Score -5564882 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5565087.500000 Penalty: 5326.566406
	Iteration 18Q: 3 clusters Score -5565088 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5565249.000000 Penalty: 5326.566406
	Iteration 19Q: 3 clusters Score -5565249 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5565412.500000 Penalty: 5326.566406
	Iteration 20F: 3 clusters Score -5565412 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -5565598.500000 Penalty: 5326.566406
	Iteration 21Q: 3 clusters Score -5565598 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5565794.500000 Penalty: 5326.566406
	Iteration 22Q: 3 clusters Score -5565794 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -5565997.500000 Penalty: 5326.566406
	Iteration 23Q: 3 clusters Score -5565998 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5566222.000000 Penalty: 5326.566406
	Iteration 24Q: 3 clusters Score -5566222 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5566470.000000 Penalty: 5326.566406
	Iteration 25Q: 3 clusters Score -5566470 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5566738.000000 Penalty: 5326.566406
	Iteration 26Q: 3 clusters Score -5566738 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5567039.500000 Penalty: 5326.566406
	Iteration 27Q: 3 clusters Score -5567040 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5567277.500000 Penalty: 5326.566406
	Iteration 28Q: 3 clusters Score -5567278 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5567556.500000 Penalty: 5326.566406
	Iteration 29Q: 3 clusters Score -5567556 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5567782.000000 Penalty: 5326.566406
	Iteration 30Q: 3 clusters Score -5567782 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5567957.500000 Penalty: 5326.566406
	Iteration 31Q: 3 clusters Score -5567958 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -5568067.000000 Penalty: 5326.566406
	Iteration 32Q: 3 clusters Score -5568067 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5568173.500000 Penalty: 5326.566406
	Iteration 33Q: 3 clusters Score -5568174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5568268.500000 Penalty: 5326.566406
	Iteration 34Q: 3 clusters Score -5568268 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5568322.500000 Penalty: 5326.566406
	Iteration 35Q: 3 clusters Score -5568322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5568369.000000 Penalty: 5326.566406
	Iteration 36Q: 3 clusters Score -5568369 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -5568399.500000 Penalty: 5326.566406
	Iteration 37Q: 3 clusters Score -5568400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5568422.500000 Penalty: 5326.566406
	Iteration 38Q: 3 clusters Score -5568422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5568449.500000 Penalty: 5326.566406
	Iteration 39Q: 3 clusters Score -5568450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5568472.500000 Penalty: 5326.566406
	Iteration 40F: 3 clusters Score -5568472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5568501.500000 Penalty: 5326.566406
	Iteration 41Q: 3 clusters Score -5568502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -5568526.000000 Penalty: 5326.566406
	Iteration 42Q: 3 clusters Score -5568526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -5568546.000000 Penalty: 5326.566406
	Iteration 43Q: 3 clusters Score -5568546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -5568565.500000 Penalty: 5326.566406
	Iteration 44Q: 3 clusters Score -5568566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5568575.500000 Penalty: 5326.566406
	Iteration 45Q: 3 clusters Score -5568576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5568600.000000 Penalty: 5326.566406
	Iteration 46Q: 3 clusters Score -5568600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5568618.000000 Penalty: 5326.566406
	Iteration 47Q: 3 clusters Score -5568618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5568610.500000 Penalty: 5326.566406
	Iteration 48Q: 3 clusters Score -5568610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5568653.000000 Penalty: 5326.566406
	Iteration 49Q: 3 clusters Score -5568653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -5568653.500000 Penalty: 5326.566406
	Iteration 50Q: 3 clusters Score -5568654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -5568652.000000 Penalty: 5326.566406
	Iteration 51Q: 3 clusters Score -5568652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5568666.000000 Penalty: 5326.566406
	Iteration 52Q: 3 clusters Score -5568666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5568687.500000 Penalty: 5326.566406
	Iteration 53Q: 3 clusters Score -5568688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5568682.500000 Penalty: 5326.566406
	Iteration 54Q: 3 clusters Score -5568682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -5568687.500000 Penalty: 5326.566406
	Iteration 55Q: 3 clusters Score -5568688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5568697.000000 Penalty: 5326.566406
	Iteration 56Q: 3 clusters Score -5568697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -5568716.000000 Penalty: 5326.566406
	Iteration 57Q: 3 clusters Score -5568716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5568730.500000 Penalty: 5326.566406
	Iteration 58Q: 3 clusters Score -5568730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -5568741.500000 Penalty: 5326.566406
	Iteration 59Q: 3 clusters Score -5568742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -5568748.500000 Penalty: 5326.566406
	Iteration 60F: 3 clusters Score -5568748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5568757.000000 Penalty: 5326.566406
	Iteration 61Q: 3 clusters Score -5568757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5568765.500000 Penalty: 5326.566406
	Iteration 62Q: 3 clusters Score -5568766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5568772.500000 Penalty: 5326.566406
	Iteration 63Q: 3 clusters Score -5568772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -5568777.000000 Penalty: 5326.566406
	Iteration 64Q: 3 clusters Score -5568777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5568794.500000 Penalty: 5326.566406
	Iteration 65Q: 3 clusters Score -5568794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5568802.500000 Penalty: 5326.566406
	Iteration 66Q: 3 clusters Score -5568802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -5568818.000000 Penalty: 5326.566406
	Iteration 67Q: 3 clusters Score -5568818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5568826.000000 Penalty: 5326.566406
	Iteration 68Q: 3 clusters Score -5568826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5568833.000000 Penalty: 5326.566406
	Iteration 69Q: 3 clusters Score -5568833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -5568834.000000 Penalty: 5326.566406
	Iteration 70Q: 3 clusters Score -5568834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -5568854.000000 Penalty: 5326.566406
	Iteration 71Q: 3 clusters Score -5568854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5568877.000000 Penalty: 5326.566406
	Iteration 72Q: 3 clusters Score -5568877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5568896.500000 Penalty: 5326.566406
	Iteration 73Q: 3 clusters Score -5568896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5568909.500000 Penalty: 5326.566406
	Iteration 74Q: 3 clusters Score -5568910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -5568934.000000 Penalty: 5326.566406
	Iteration 75Q: 3 clusters Score -5568934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5568948.000000 Penalty: 5326.566406
	Iteration 76Q: 3 clusters Score -5568948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5568951.000000 Penalty: 5326.566406
	Iteration 77Q: 3 clusters Score -5568951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5569001.000000 Penalty: 5326.566406
	Iteration 78Q: 3 clusters Score -5569001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5569019.000000 Penalty: 5326.566406
	Iteration 79Q: 3 clusters Score -5569019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -5569026.000000 Penalty: 5326.566406
	Iteration 80F: 3 clusters Score -5569026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5569028.000000 Penalty: 5326.566406
	Iteration 81Q: 3 clusters Score -5569028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5569037.000000 Penalty: 5326.566406
	Iteration 82Q: 3 clusters Score -5569037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -5569036.500000 Penalty: 5326.566406
	Iteration 83Q: 3 clusters Score -5569036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5569042.000000 Penalty: 5326.566406
	Iteration 84Q: 3 clusters Score -5569042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5569040.000000 Penalty: 5326.566406
	Iteration 85Q: 3 clusters Score -5569040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5569049.500000 Penalty: 5326.566406
	Iteration 86Q: 3 clusters Score -5569050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -5569055.000000 Penalty: 5326.566406
	Iteration 87Q: 3 clusters Score -5569055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -5569060.500000 Penalty: 5326.566406
	Iteration 88Q: 3 clusters Score -5569060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5569062.000000 Penalty: 5326.566406
	Iteration 89Q: 3 clusters Score -5569062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -5569060.000000 Penalty: 5326.566406
	Iteration 90Q: 3 clusters Score -5569060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5569056.000000 Penalty: 5326.566406
	Iteration 91Q: 3 clusters Score -5569056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5569065.500000 Penalty: 5326.566406
	Iteration 92Q: 3 clusters Score -5569066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -5569063.500000 Penalty: 5326.566406
	Iteration 93Q: 3 clusters Score -5569064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -5569066.500000 Penalty: 5326.566406
	Iteration 94Q: 3 clusters Score -5569066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5569073.500000 Penalty: 5326.566406
	Iteration 95Q: 3 clusters Score -5569074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -5569076.500000 Penalty: 5326.566406
	Iteration 96Q: 3 clusters Score -5569076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5569069.500000 Penalty: 5326.566406
	Iteration 97Q: 3 clusters Score -5569070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5569077.500000 Penalty: 5326.566406
	Iteration 98Q: 3 clusters Score -5569078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5569073.000000 Penalty: 5326.566406
	Iteration 99Q: 3 clusters Score -5569073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -5569068.000000 Penalty: 5326.566406
	Iteration 100F: 3 clusters Score -5569068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Entering Unmasked Estep 
Score: -877453.937500 Penalty: 2198.036377
	Iteration 0F: 2 clusters Score -877453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -871651.500000 Penalty: 4396.072754
	Iteration 0F: 3 clusters Score -871651.5 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -873528.625000 Penalty: 4396.072754
	Iteration 1F: 3 clusters Score -873528.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -874224.062500 Penalty: 4396.072754
	Iteration 2F: 3 clusters Score -874224.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -874824.937500 Penalty: 4396.072754
	Iteration 3F: 3 clusters Score -874824.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -875419.750000 Penalty: 4396.072754
	Iteration 4F: 3 clusters Score -875419.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -875962.875000 Penalty: 4396.072754
	Iteration 5F: 3 clusters Score -875962.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -876405.562500 Penalty: 4396.072754
	Iteration 6F: 3 clusters Score -876405.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -876903.125000 Penalty: 4396.072754
	Iteration 7F: 3 clusters Score -876903.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -877469.312500 Penalty: 4396.072754
	Iteration 8F: 3 clusters Score -877469.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -877922.375000 Penalty: 4396.072754
	Iteration 9Q: 3 clusters Score -877922.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -878166.437500 Penalty: 4396.072754
	Iteration 10Q: 3 clusters Score -878166.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -878271.000000 Penalty: 4396.072754
	Iteration 11Q: 3 clusters Score -878271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -878311.437500 Penalty: 4396.072754
	Iteration 12Q: 3 clusters Score -878311.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -878333.875000 Penalty: 4396.072754
	Iteration 13Q: 3 clusters Score -878333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -878339.562500 Penalty: 4396.072754
	Iteration 14Q: 3 clusters Score -878339.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -878342.875000 Penalty: 4396.072754
	Iteration 15Q: 3 clusters Score -878342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -878344.437500 Penalty: 4396.072754
	Iteration 16Q: 3 clusters Score -878344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -878344.687500 Penalty: 4396.072754
	Iteration 17Q: 3 clusters Score -878344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -878344.750000 Penalty: 4396.072754
	Iteration 18Q: 3 clusters Score -878344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -878345.687500 Penalty: 4396.072754
	Iteration 19Q: 3 clusters Score -878345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -878345.687500 Penalty: 4396.072754
	Iteration 20F: 3 clusters Score -878345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89810 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 52506 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 29327 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 46122 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39601 members 
Mstep: Class 32 contains 162087 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117728 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2572 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11938 members 
Mstep: Class 41 contains 83217 members 
Mstep: Class 42 contains 4533 members 
Entering Unmasked Estep 
Score: -111266312.000000 Penalty: 142600.890625
Splitting cluster 29 changes total score from -111266520.000000 to -111266312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -843232.250000 Penalty: 2177.597168
	Iteration 0F: 2 clusters Score -843232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -837728.812500 Penalty: 4355.194336
	Iteration 0F: 3 clusters Score -837728.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -839211.625000 Penalty: 4355.194336
	Iteration 1F: 3 clusters Score -839211.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -839464.437500 Penalty: 4355.194336
	Iteration 2F: 3 clusters Score -839464.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -839630.812500 Penalty: 4355.194336
	Iteration 3F: 3 clusters Score -839630.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -839720.187500 Penalty: 4355.194336
	Iteration 4Q: 3 clusters Score -839720.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -839794.812500 Penalty: 4355.194336
	Iteration 5Q: 3 clusters Score -839794.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -839857.562500 Penalty: 4355.194336
	Iteration 6Q: 3 clusters Score -839857.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -839908.187500 Penalty: 4355.194336
	Iteration 7Q: 3 clusters Score -839908.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -839963.437500 Penalty: 4355.194336
	Iteration 8Q: 3 clusters Score -839963.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -840003.000000 Penalty: 4355.194336
	Iteration 9Q: 3 clusters Score -840003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -840039.437500 Penalty: 4355.194336
	Iteration 10Q: 3 clusters Score -840039.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -840069.187500 Penalty: 4355.194336
	Iteration 11Q: 3 clusters Score -840069.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -840093.187500 Penalty: 4355.194336
	Iteration 12Q: 3 clusters Score -840093.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -840118.187500 Penalty: 4355.194336
	Iteration 13Q: 3 clusters Score -840118.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -840143.875000 Penalty: 4355.194336
	Iteration 14Q: 3 clusters Score -840143.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -840170.437500 Penalty: 4355.194336
	Iteration 15Q: 3 clusters Score -840170.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -840192.812500 Penalty: 4355.194336
	Iteration 16Q: 3 clusters Score -840192.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -840214.687500 Penalty: 4355.194336
	Iteration 17Q: 3 clusters Score -840214.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -840235.250000 Penalty: 4355.194336
	Iteration 18Q: 3 clusters Score -840235.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -840258.437500 Penalty: 4355.194336
	Iteration 19Q: 3 clusters Score -840258.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -840284.375000 Penalty: 4355.194336
	Iteration 20F: 3 clusters Score -840284.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -840312.125000 Penalty: 4355.194336
	Iteration 21Q: 3 clusters Score -840312.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -840342.062500 Penalty: 4355.194336
	Iteration 22Q: 3 clusters Score -840342.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -840378.250000 Penalty: 4355.194336
	Iteration 23Q: 3 clusters Score -840378.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -840425.250000 Penalty: 4355.194336
	Iteration 24Q: 3 clusters Score -840425.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -840472.937500 Penalty: 4355.194336
	Iteration 25Q: 3 clusters Score -840472.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -840515.875000 Penalty: 4355.194336
	Iteration 26Q: 3 clusters Score -840515.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -840566.000000 Penalty: 4355.194336
	Iteration 27Q: 3 clusters Score -840566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -840620.562500 Penalty: 4355.194336
	Iteration 28Q: 3 clusters Score -840620.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -840667.937500 Penalty: 4355.194336
	Iteration 29Q: 3 clusters Score -840667.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -840725.062500 Penalty: 4355.194336
	Iteration 30Q: 3 clusters Score -840725.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -840771.625000 Penalty: 4355.194336
	Iteration 31Q: 3 clusters Score -840771.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -840818.937500 Penalty: 4355.194336
	Iteration 32Q: 3 clusters Score -840818.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -840862.937500 Penalty: 4355.194336
	Iteration 33Q: 3 clusters Score -840862.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -840915.437500 Penalty: 4355.194336
	Iteration 34Q: 3 clusters Score -840915.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -840971.812500 Penalty: 4355.194336
	Iteration 35Q: 3 clusters Score -840971.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -841027.437500 Penalty: 4355.194336
	Iteration 36Q: 3 clusters Score -841027.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -841068.187500 Penalty: 4355.194336
	Iteration 37Q: 3 clusters Score -841068.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -841113.437500 Penalty: 4355.194336
	Iteration 38Q: 3 clusters Score -841113.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -841152.500000 Penalty: 4355.194336
	Iteration 39Q: 3 clusters Score -841152.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -841189.500000 Penalty: 4355.194336
	Iteration 40F: 3 clusters Score -841189.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -841216.375000 Penalty: 4355.194336
	Iteration 41Q: 3 clusters Score -841216.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -841242.437500 Penalty: 4355.194336
	Iteration 42Q: 3 clusters Score -841242.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -841276.812500 Penalty: 4355.194336
	Iteration 43Q: 3 clusters Score -841276.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -841303.625000 Penalty: 4355.194336
	Iteration 44Q: 3 clusters Score -841303.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -841326.312500 Penalty: 4355.194336
	Iteration 45Q: 3 clusters Score -841326.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -841344.312500 Penalty: 4355.194336
	Iteration 46Q: 3 clusters Score -841344.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -841361.125000 Penalty: 4355.194336
	Iteration 47Q: 3 clusters Score -841361.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -841372.625000 Penalty: 4355.194336
	Iteration 48Q: 3 clusters Score -841372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -841377.562500 Penalty: 4355.194336
	Iteration 49Q: 3 clusters Score -841377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -841382.250000 Penalty: 4355.194336
	Iteration 50Q: 3 clusters Score -841382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -841389.562500 Penalty: 4355.194336
	Iteration 51Q: 3 clusters Score -841389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -841393.000000 Penalty: 4355.194336
	Iteration 52Q: 3 clusters Score -841393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -841397.000000 Penalty: 4355.194336
	Iteration 53Q: 3 clusters Score -841397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -841399.750000 Penalty: 4355.194336
	Iteration 54Q: 3 clusters Score -841399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -841403.437500 Penalty: 4355.194336
	Iteration 55Q: 3 clusters Score -841403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -841409.062500 Penalty: 4355.194336
	Iteration 56Q: 3 clusters Score -841409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -841422.250000 Penalty: 4355.194336
	Iteration 57Q: 3 clusters Score -841422.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -841430.500000 Penalty: 4355.194336
	Iteration 58Q: 3 clusters Score -841430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -841435.312500 Penalty: 4355.194336
	Iteration 59Q: 3 clusters Score -841435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -841438.625000 Penalty: 4355.194336
	Iteration 60F: 3 clusters Score -841438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -841439.812500 Penalty: 4355.194336
	Iteration 61Q: 3 clusters Score -841439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -841441.125000 Penalty: 4355.194336
	Iteration 62Q: 3 clusters Score -841441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -841443.875000 Penalty: 4355.194336
	Iteration 63Q: 3 clusters Score -841443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -841445.625000 Penalty: 4355.194336
	Iteration 64Q: 3 clusters Score -841445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -841447.750000 Penalty: 4355.194336
	Iteration 65Q: 3 clusters Score -841447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -841448.562500 Penalty: 4355.194336
	Iteration 66Q: 3 clusters Score -841448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -841448.562500 Penalty: 4355.194336
	Iteration 67F: 3 clusters Score -841448.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Entering Unmasked Estep 
Score: -5101885.500000 Penalty: 2625.479248
	Iteration 0F: 2 clusters Score -5101886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5075075.500000 Penalty: 5250.958496
	Iteration 0F: 3 clusters Score -5075076 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5085332.500000 Penalty: 5250.958496
	Iteration 1F: 3 clusters Score -5085332 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5086135.500000 Penalty: 5250.958496
	Iteration 2Q: 3 clusters Score -5086136 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5087196.500000 Penalty: 5250.958496
	Iteration 3F: 3 clusters Score -5087196 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5088545.000000 Penalty: 5250.958496
	Iteration 4F: 3 clusters Score -5088545 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -5090037.500000 Penalty: 5250.958496
	Iteration 5F: 3 clusters Score -5090038 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -5091682.000000 Penalty: 5250.958496
	Iteration 6F: 3 clusters Score -5091682 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5093260.500000 Penalty: 5250.958496
	Iteration 7F: 3 clusters Score -5093260 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -5094599.000000 Penalty: 5250.958496
	Iteration 8F: 3 clusters Score -5094599 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5095897.500000 Penalty: 5250.958496
	Iteration 9Q: 3 clusters Score -5095898 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5096980.000000 Penalty: 5250.958496
	Iteration 10Q: 3 clusters Score -5096980 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5097876.000000 Penalty: 5250.958496
	Iteration 11Q: 3 clusters Score -5097876 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -5098479.000000 Penalty: 5250.958496
	Iteration 12Q: 3 clusters Score -5098479 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5098925.500000 Penalty: 5250.958496
	Iteration 13Q: 3 clusters Score -5098926 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5099290.500000 Penalty: 5250.958496
	Iteration 14Q: 3 clusters Score -5099290 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -5099603.500000 Penalty: 5250.958496
	Iteration 15Q: 3 clusters Score -5099604 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -5099818.000000 Penalty: 5250.958496
	Iteration 16Q: 3 clusters Score -5099818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -5099957.000000 Penalty: 5250.958496
	Iteration 17Q: 3 clusters Score -5099957 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -5100057.500000 Penalty: 5250.958496
	Iteration 18Q: 3 clusters Score -5100058 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5100176.500000 Penalty: 5250.958496
	Iteration 19Q: 3 clusters Score -5100176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -5100229.000000 Penalty: 5250.958496
	Iteration 20F: 3 clusters Score -5100229 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5100301.000000 Penalty: 5250.958496
	Iteration 21Q: 3 clusters Score -5100301 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5100355.500000 Penalty: 5250.958496
	Iteration 22Q: 3 clusters Score -5100356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -5100395.500000 Penalty: 5250.958496
	Iteration 23Q: 3 clusters Score -5100396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5100416.000000 Penalty: 5250.958496
	Iteration 24Q: 3 clusters Score -5100416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5100421.500000 Penalty: 5250.958496
	Iteration 25Q: 3 clusters Score -5100422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5100440.000000 Penalty: 5250.958496
	Iteration 26Q: 3 clusters Score -5100440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5100443.500000 Penalty: 5250.958496
	Iteration 27Q: 3 clusters Score -5100444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5100461.500000 Penalty: 5250.958496
	Iteration 28Q: 3 clusters Score -5100462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -5100483.500000 Penalty: 5250.958496
	Iteration 29Q: 3 clusters Score -5100484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -5100484.000000 Penalty: 5250.958496
	Iteration 30Q: 3 clusters Score -5100484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5100486.000000 Penalty: 5250.958496
	Iteration 31Q: 3 clusters Score -5100486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -5100485.500000 Penalty: 5250.958496
	Iteration 32Q: 3 clusters Score -5100486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5100500.000000 Penalty: 5250.958496
	Iteration 33Q: 3 clusters Score -5100500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5100489.500000 Penalty: 5250.958496
	Iteration 34Q: 3 clusters Score -5100490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -5100494.500000 Penalty: 5250.958496
	Iteration 35Q: 3 clusters Score -5100494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -5100490.500000 Penalty: 5250.958496
	Iteration 36Q: 3 clusters Score -5100490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5100509.000000 Penalty: 5250.958496
	Iteration 37Q: 3 clusters Score -5100509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -5100508.000000 Penalty: 5250.958496
	Iteration 38Q: 3 clusters Score -5100508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -5100517.500000 Penalty: 5250.958496
	Iteration 39Q: 3 clusters Score -5100518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -5100516.000000 Penalty: 5250.958496
	Iteration 40F: 3 clusters Score -5100516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -5100521.500000 Penalty: 5250.958496
	Iteration 41Q: 3 clusters Score -5100522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5100531.500000 Penalty: 5250.958496
	Iteration 42Q: 3 clusters Score -5100532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5100532.500000 Penalty: 5250.958496
	Iteration 43Q: 3 clusters Score -5100532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -5100537.500000 Penalty: 5250.958496
	Iteration 44Q: 3 clusters Score -5100538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -5100530.000000 Penalty: 5250.958496
	Iteration 45Q: 3 clusters Score -5100530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -5100530.000000 Penalty: 5250.958496
	Iteration 46F: 3 clusters Score -5100530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (162087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Entering Unmasked Estep 
Score: -21234248.000000 Penalty: 2974.980469
	Iteration 0F: 2 clusters Score -2.123425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -21125528.000000 Penalty: 5949.960938
	Iteration 0F: 3 clusters Score -2.112553e+07 nChanged 77531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -21170542.000000 Penalty: 5949.960938
	Iteration 1F: 3 clusters Score -2.117054e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -21171716.000000 Penalty: 5949.960938
	Iteration 2Q: 3 clusters Score -2.117172e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -21173432.000000 Penalty: 5949.960938
	Iteration 3Q: 3 clusters Score -2.117343e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -21176102.000000 Penalty: 5949.960938
	Iteration 4Q: 3 clusters Score -2.11761e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -21181584.000000 Penalty: 5949.960938
	Iteration 5F: 3 clusters Score -2.118158e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119900 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -21191100.000000 Penalty: 5949.960938
	Iteration 6F: 3 clusters Score -2.11911e+07 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -21204640.000000 Penalty: 5949.960938
	Iteration 7F: 3 clusters Score -2.120464e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148181 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -21218282.000000 Penalty: 5949.960938
	Iteration 8F: 3 clusters Score -2.121828e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -21226654.000000 Penalty: 5949.960938
	Iteration 9F: 3 clusters Score -2.122665e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160225 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21229986.000000 Penalty: 5949.960938
	Iteration 10Q: 3 clusters Score -2.122999e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21231106.000000 Penalty: 5949.960938
	Iteration 11Q: 3 clusters Score -2.123111e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21231464.000000 Penalty: 5949.960938
	Iteration 12Q: 3 clusters Score -2.123146e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161766 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21231530.000000 Penalty: 5949.960938
	Iteration 13Q: 3 clusters Score -2.123153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21231566.000000 Penalty: 5949.960938
	Iteration 14Q: 3 clusters Score -2.123157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21231620.000000 Penalty: 5949.960938
	Iteration 15Q: 3 clusters Score -2.123162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21231622.000000 Penalty: 5949.960938
	Iteration 16Q: 3 clusters Score -2.123162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21231632.000000 Penalty: 5949.960938
	Iteration 17Q: 3 clusters Score -2.123163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21231630.000000 Penalty: 5949.960938
	Iteration 18Q: 3 clusters Score -2.123163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21231634.000000 Penalty: 5949.960938
	Iteration 19Q: 3 clusters Score -2.123163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21231632.000000 Penalty: 5949.960938
	Iteration 20F: 3 clusters Score -2.123163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21231634.000000 Penalty: 5949.960938
	Iteration 21Q: 3 clusters Score -2.123163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21231634.000000 Penalty: 5949.960938
	Iteration 22F: 3 clusters Score -2.123163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Entering Unmasked Estep 
Score: -1636233.750000 Penalty: 2343.850342
	Iteration 0F: 2 clusters Score -1636234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1626861.875000 Penalty: 4687.700684
	Iteration 0F: 3 clusters Score -1626862 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1630327.250000 Penalty: 4687.700684
	Iteration 1F: 3 clusters Score -1630327 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1631541.250000 Penalty: 4687.700684
	Iteration 2F: 3 clusters Score -1631541 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1632988.375000 Penalty: 4687.700684
	Iteration 3F: 3 clusters Score -1632988 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1634120.500000 Penalty: 4687.700684
	Iteration 4F: 3 clusters Score -1634120 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1634791.750000 Penalty: 4687.700684
	Iteration 5F: 3 clusters Score -1634792 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1635170.125000 Penalty: 4687.700684
	Iteration 6Q: 3 clusters Score -1635170 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1635386.875000 Penalty: 4687.700684
	Iteration 7Q: 3 clusters Score -1635387 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1635500.250000 Penalty: 4687.700684
	Iteration 8Q: 3 clusters Score -1635500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1635593.500000 Penalty: 4687.700684
	Iteration 9Q: 3 clusters Score -1635594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1635648.750000 Penalty: 4687.700684
	Iteration 10Q: 3 clusters Score -1635649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1635690.375000 Penalty: 4687.700684
	Iteration 11Q: 3 clusters Score -1635690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1635725.875000 Penalty: 4687.700684
	Iteration 12Q: 3 clusters Score -1635726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1635749.000000 Penalty: 4687.700684
	Iteration 13Q: 3 clusters Score -1635749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1635758.250000 Penalty: 4687.700684
	Iteration 14Q: 3 clusters Score -1635758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1635766.375000 Penalty: 4687.700684
	Iteration 15Q: 3 clusters Score -1635766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1635768.750000 Penalty: 4687.700684
	Iteration 16Q: 3 clusters Score -1635769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1635779.750000 Penalty: 4687.700684
	Iteration 17Q: 3 clusters Score -1635780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1635791.250000 Penalty: 4687.700684
	Iteration 18Q: 3 clusters Score -1635791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1635802.625000 Penalty: 4687.700684
	Iteration 19Q: 3 clusters Score -1635803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1635812.750000 Penalty: 4687.700684
	Iteration 20F: 3 clusters Score -1635813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1635822.625000 Penalty: 4687.700684
	Iteration 21Q: 3 clusters Score -1635823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1635840.250000 Penalty: 4687.700684
	Iteration 22Q: 3 clusters Score -1635840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1635854.625000 Penalty: 4687.700684
	Iteration 23Q: 3 clusters Score -1635855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1635872.750000 Penalty: 4687.700684
	Iteration 24Q: 3 clusters Score -1635873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1635874.875000 Penalty: 4687.700684
	Iteration 25Q: 3 clusters Score -1635875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1635885.750000 Penalty: 4687.700684
	Iteration 26Q: 3 clusters Score -1635886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1635900.625000 Penalty: 4687.700684
	Iteration 27Q: 3 clusters Score -1635901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1635915.750000 Penalty: 4687.700684
	Iteration 28Q: 3 clusters Score -1635916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1635920.750000 Penalty: 4687.700684
	Iteration 29Q: 3 clusters Score -1635921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1635917.875000 Penalty: 4687.700684
	Iteration 30Q: 3 clusters Score -1635918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1635918.500000 Penalty: 4687.700684
	Iteration 31Q: 3 clusters Score -1635918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1635921.750000 Penalty: 4687.700684
	Iteration 32Q: 3 clusters Score -1635922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1635925.875000 Penalty: 4687.700684
	Iteration 33Q: 3 clusters Score -1635926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1635923.375000 Penalty: 4687.700684
	Iteration 34Q: 3 clusters Score -1635923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1635923.375000 Penalty: 4687.700684
	Iteration 35F: 3 clusters Score -1635923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (117728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Entering Unmasked Estep 
Score: -15373874.000000 Penalty: 2895.680664
	Iteration 0F: 2 clusters Score -1.537387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -15294862.000000 Penalty: 5791.361328
	Iteration 0F: 3 clusters Score -1.529486e+07 nChanged 56199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -15327523.000000 Penalty: 5791.361328
	Iteration 1F: 3 clusters Score -1.532752e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -15328639.000000 Penalty: 5791.361328
	Iteration 2Q: 3 clusters Score -1.532864e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -15330082.000000 Penalty: 5791.361328
	Iteration 3Q: 3 clusters Score -1.533008e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -15332286.000000 Penalty: 5791.361328
	Iteration 4Q: 3 clusters Score -1.533229e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -15336368.000000 Penalty: 5791.361328
	Iteration 5F: 3 clusters Score -1.533637e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -15343251.000000 Penalty: 5791.361328
	Iteration 6F: 3 clusters Score -1.534325e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -15352598.000000 Penalty: 5791.361328
	Iteration 7F: 3 clusters Score -1.53526e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -15361392.000000 Penalty: 5791.361328
	Iteration 8F: 3 clusters Score -1.536139e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -15367228.000000 Penalty: 5791.361328
	Iteration 9F: 3 clusters Score -1.536723e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15369819.000000 Penalty: 5791.361328
	Iteration 10Q: 3 clusters Score -1.536982e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15370707.000000 Penalty: 5791.361328
	Iteration 11Q: 3 clusters Score -1.537071e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -15371037.000000 Penalty: 5791.361328
	Iteration 12Q: 3 clusters Score -1.537104e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15371229.000000 Penalty: 5791.361328
	Iteration 13Q: 3 clusters Score -1.537123e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117297 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15371275.000000 Penalty: 5791.361328
	Iteration 14Q: 3 clusters Score -1.537128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15371307.000000 Penalty: 5791.361328
	Iteration 15Q: 3 clusters Score -1.537131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15371311.000000 Penalty: 5791.361328
	Iteration 16Q: 3 clusters Score -1.537131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15371336.000000 Penalty: 5791.361328
	Iteration 17Q: 3 clusters Score -1.537134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -15371342.000000 Penalty: 5791.361328
	Iteration 18Q: 3 clusters Score -1.537134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -15371347.000000 Penalty: 5791.361328
	Iteration 19Q: 3 clusters Score -1.537135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15371369.000000 Penalty: 5791.361328
	Iteration 20F: 3 clusters Score -1.537137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15371364.000000 Penalty: 5791.361328
	Iteration 21Q: 3 clusters Score -1.537136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15371366.000000 Penalty: 5791.361328
	Iteration 22Q: 3 clusters Score -1.537137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15371376.000000 Penalty: 5791.361328
	Iteration 23Q: 3 clusters Score -1.537138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15371374.000000 Penalty: 5791.361328
	Iteration 24Q: 3 clusters Score -1.537137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117374 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15371374.000000 Penalty: 5791.361328
	Iteration 25Q: 3 clusters Score -1.537137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15371389.000000 Penalty: 5791.361328
	Iteration 26Q: 3 clusters Score -1.537139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15371398.000000 Penalty: 5791.361328
	Iteration 27Q: 3 clusters Score -1.53714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15371390.000000 Penalty: 5791.361328
	Iteration 28Q: 3 clusters Score -1.537139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15371399.000000 Penalty: 5791.361328
	Iteration 29Q: 3 clusters Score -1.53714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15371404.000000 Penalty: 5791.361328
	Iteration 30Q: 3 clusters Score -1.53714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117379 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15371406.000000 Penalty: 5791.361328
	Iteration 31Q: 3 clusters Score -1.537141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15371404.000000 Penalty: 5791.361328
	Iteration 32Q: 3 clusters Score -1.53714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15371406.000000 Penalty: 5791.361328
	Iteration 33Q: 3 clusters Score -1.537141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15371410.000000 Penalty: 5791.361328
	Iteration 34Q: 3 clusters Score -1.537141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15371416.000000 Penalty: 5791.361328
	Iteration 35Q: 3 clusters Score -1.537142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15371420.000000 Penalty: 5791.361328
	Iteration 36Q: 3 clusters Score -1.537142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15371435.000000 Penalty: 5791.361328
	Iteration 37Q: 3 clusters Score -1.537144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15371435.000000 Penalty: 5791.361328
	Iteration 38F: 3 clusters Score -1.537144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -111775.625000 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -111775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109923.835938 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -109923.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110205.164062 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -110205.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110312.953125 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -110313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110365.945312 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -110365.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110395.890625 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -110395.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110427.507812 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -110427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110447.992188 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -110448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110457.406250 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -110457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110467.937500 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -110467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110488.429688 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -110488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110531.187500 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -110531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110593.523438 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -110593.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110678.718750 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -110678.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110841.023438 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -110841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110927.609375 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -110927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110977.257812 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -110977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111005.640625 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -111005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111019.132812 Penalty: 3362.277344
	Iteration 17Q: 3 clusters Score -111019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111024.359375 Penalty: 3362.277344
	Iteration 18Q: 3 clusters Score -111024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111026.937500 Penalty: 3362.277344
	Iteration 19Q: 3 clusters Score -111026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111031.796875 Penalty: 3362.277344
	Iteration 20F: 3 clusters Score -111031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111037.648438 Penalty: 3362.277344
	Iteration 21Q: 3 clusters Score -111037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111039.898438 Penalty: 3362.277344
	Iteration 22Q: 3 clusters Score -111039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111042.867188 Penalty: 3362.277344
	Iteration 23Q: 3 clusters Score -111042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111048.960938 Penalty: 3362.277344
	Iteration 24Q: 3 clusters Score -111049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111053.671875 Penalty: 3362.277344
	Iteration 25Q: 3 clusters Score -111053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111057.867188 Penalty: 3362.277344
	Iteration 26Q: 3 clusters Score -111057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111063.781250 Penalty: 3362.277344
	Iteration 27Q: 3 clusters Score -111063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111070.812500 Penalty: 3362.277344
	Iteration 28Q: 3 clusters Score -111070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111075.593750 Penalty: 3362.277344
	Iteration 29Q: 3 clusters Score -111075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111083.312500 Penalty: 3362.277344
	Iteration 30Q: 3 clusters Score -111083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111097.406250 Penalty: 3362.277344
	Iteration 31Q: 3 clusters Score -111097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111103.765625 Penalty: 3362.277344
	Iteration 32Q: 3 clusters Score -111103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111106.695312 Penalty: 3362.277344
	Iteration 33Q: 3 clusters Score -111106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111114.164062 Penalty: 3362.277344
	Iteration 34Q: 3 clusters Score -111114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111116.601562 Penalty: 3362.277344
	Iteration 35Q: 3 clusters Score -111116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111120.648438 Penalty: 3362.277344
	Iteration 36Q: 3 clusters Score -111120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111120.648438 Penalty: 3362.277344
	Iteration 37F: 3 clusters Score -111120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -302914.843750 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -302914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -299965.406250 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -299965.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -300584.500000 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -300584.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300814.625000 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -300814.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301035.468750 Penalty: 3894.809814
	Iteration 3F: 3 clusters Score -301035.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -301297.250000 Penalty: 3894.809814
	Iteration 4F: 3 clusters Score -301297.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -301619.812500 Penalty: 3894.809814
	Iteration 5F: 3 clusters Score -301619.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -301944.781250 Penalty: 3894.809814
	Iteration 6F: 3 clusters Score -301944.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -302332.156250 Penalty: 3894.809814
	Iteration 7F: 3 clusters Score -302332.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -302528.375000 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -302528.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -302605.250000 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -302605.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -302639.875000 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -302639.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302659.687500 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -302659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -302672.593750 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -302672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302678.562500 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -302678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -302685.718750 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -302685.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302698.281250 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -302698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -302705.875000 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -302705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302716.656250 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -302716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302723.125000 Penalty: 3894.809814
	Iteration 18Q: 3 clusters Score -302723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -302725.812500 Penalty: 3894.809814
	Iteration 19Q: 3 clusters Score -302725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302728.437500 Penalty: 3894.809814
	Iteration 20F: 3 clusters Score -302728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302733.781250 Penalty: 3894.809814
	Iteration 21Q: 3 clusters Score -302733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -302738.531250 Penalty: 3894.809814
	Iteration 22Q: 3 clusters Score -302738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -302740.312500 Penalty: 3894.809814
	Iteration 23Q: 3 clusters Score -302740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -302741.812500 Penalty: 3894.809814
	Iteration 24Q: 3 clusters Score -302741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -302743.250000 Penalty: 3894.809814
	Iteration 25Q: 3 clusters Score -302743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -302744.750000 Penalty: 3894.809814
	Iteration 26Q: 3 clusters Score -302744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -302745.375000 Penalty: 3894.809814
	Iteration 27Q: 3 clusters Score -302745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -302746.687500 Penalty: 3894.809814
	Iteration 28Q: 3 clusters Score -302746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -302747.218750 Penalty: 3894.809814
	Iteration 29Q: 3 clusters Score -302747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -302747.218750 Penalty: 3894.809814
	Iteration 30F: 3 clusters Score -302747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -773488.875000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -773488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -768219.812500 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -768219.8 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -769623.812500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -769623.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -770028.437500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -770028.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -770469.500000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -770469.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -770874.125000 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -770874.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -771213.187500 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -771213.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -771438.437500 Penalty: 4326.964844
	Iteration 6F: 3 clusters Score -771438.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -771611.375000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -771611.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -771742.937500 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -771742.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -771841.000000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -771841 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -771908.750000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -771908.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -771962.187500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -771962.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -771990.750000 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -771990.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -772007.437500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -772007.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -772015.812500 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -772015.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -772023.125000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -772023.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -772030.187500 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -772030.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -772039.875000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -772039.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -772048.125000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -772048.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -772054.937500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -772054.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -772060.250000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -772060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -772064.187500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -772064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -772069.125000 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -772069.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -772073.812500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -772073.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -772076.250000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -772076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -772080.500000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -772080.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -772081.750000 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -772081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -772082.500000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -772082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -772085.312500 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -772085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -772087.125000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -772087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -772086.750000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -772086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -772089.250000 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -772089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -772089.875000 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -772089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -772089.687500 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -772089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -772089.500000 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -772089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -772093.375000 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -772093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -772093.562500 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -772093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -772093.437500 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -772093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -772095.375000 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -772095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -772094.875000 Penalty: 4326.964844
	Iteration 39Q: 3 clusters Score -772094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -772095.187500 Penalty: 4326.964844
	Iteration 40F: 3 clusters Score -772095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -772095.125000 Penalty: 4326.964844
	Iteration 41Q: 3 clusters Score -772095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -772095.125000 Penalty: 4326.964844
	Iteration 42F: 3 clusters Score -772095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -582669.000000 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -582669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -578260.687500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -578260.7 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -579375.187500 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -579375.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -579713.125000 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -579713.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -579912.750000 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -579912.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -580057.125000 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -580057.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -580197.812500 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -580197.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -580346.625000 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -580346.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -580475.875000 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -580475.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -580579.062500 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -580579.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -580653.687500 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -580653.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -580728.250000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -580728.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -580797.500000 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -580797.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -580853.562500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -580853.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -580907.687500 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -580907.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -580938.062500 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -580938.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -580960.125000 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -580960.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -580981.125000 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -580981.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -580991.500000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -580991.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -580998.750000 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -580998.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -581007.375000 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -581007.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -581015.187500 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -581015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -581018.812500 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -581018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -581025.375000 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -581025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -581029.750000 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -581029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -581032.750000 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -581032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -581037.750000 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -581037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -581040.500000 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -581040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -581043.187500 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -581043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -581043.687500 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -581043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -581045.062500 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -581045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -581045.812500 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -581045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -581046.937500 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -581046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -581047.000000 Penalty: 4208.088867
	Iteration 32Q: 3 clusters Score -581047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -581047.000000 Penalty: 4208.088867
	Iteration 33F: 3 clusters Score -581047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69343.687500 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69343.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67895.046875 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67895.05 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68460.835938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68460.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68800.156250 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68800.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69116.812500 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -69116.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69353.304688 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -69353.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69500.703125 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -69500.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69576.445312 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -69576.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69598.234375 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -69598.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69608.585938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -69608.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69612.421875 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -69612.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69612.421875 Penalty: 3192.330566
	Iteration 10F: 3 clusters Score -69612.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89810 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 52506 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 29327 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 46122 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39601 members 
Mstep: Class 32 contains 162087 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117728 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2572 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 454 members 
Mstep: Class 40 contains 11938 members 
Mstep: Class 41 contains 83217 members 
Mstep: Class 42 contains 170 members 
Entering Unmasked Estep 
Score: -111265176.000000 Penalty: 142600.890625
Splitting cluster 39 changes total score from -111266520.000000 to -111265176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1549102.250000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1549102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1540168.875000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1540169 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1542975.625000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1542976 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1543329.625000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1543330 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1543651.500000 Penalty: 4656.190918
	Iteration 3F: 3 clusters Score -1543652 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1543906.750000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1543907 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1544128.375000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1544128 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1544363.125000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1544363 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1544596.500000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1544596 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1544794.375000 Penalty: 4656.190918
	Iteration 8Q: 3 clusters Score -1544794 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1544972.875000 Penalty: 4656.190918
	Iteration 9Q: 3 clusters Score -1544973 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1545109.375000 Penalty: 4656.190918
	Iteration 10Q: 3 clusters Score -1545109 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1545223.750000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1545224 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1545305.375000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1545305 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1545377.625000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1545378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1545437.625000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1545438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1545488.125000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1545488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1545539.500000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1545540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1545588.750000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1545589 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1545643.125000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1545643 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1545696.375000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1545696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1545748.875000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1545749 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1545810.500000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1545810 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1545874.375000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1545874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1545937.875000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1545938 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1546001.375000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1546001 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1546070.250000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1546070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1546153.750000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1546154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1546240.000000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1546240 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1546355.125000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1546355 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1546492.625000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1546493 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1546635.500000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1546636 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1546787.625000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1546788 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1546952.875000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1546953 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1547125.625000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1547126 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1547284.125000 Penalty: 4656.190918
	Iteration 34Q: 3 clusters Score -1547284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1547414.000000 Penalty: 4656.190918
	Iteration 35Q: 3 clusters Score -1547414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1547472.125000 Penalty: 4656.190918
	Iteration 36Q: 3 clusters Score -1547472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1547494.125000 Penalty: 4656.190918
	Iteration 37Q: 3 clusters Score -1547494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1547507.375000 Penalty: 4656.190918
	Iteration 38Q: 3 clusters Score -1547507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1547515.375000 Penalty: 4656.190918
	Iteration 39Q: 3 clusters Score -1547515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1547516.500000 Penalty: 4656.190918
	Iteration 40F: 3 clusters Score -1547516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1547523.000000 Penalty: 4656.190918
	Iteration 41Q: 3 clusters Score -1547523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1547525.875000 Penalty: 4656.190918
	Iteration 42Q: 3 clusters Score -1547526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1547526.375000 Penalty: 4656.190918
	Iteration 43Q: 3 clusters Score -1547526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1547526.750000 Penalty: 4656.190918
	Iteration 44Q: 3 clusters Score -1547527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1547531.125000 Penalty: 4656.190918
	Iteration 45Q: 3 clusters Score -1547531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1547537.000000 Penalty: 4656.190918
	Iteration 46Q: 3 clusters Score -1547537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1547535.375000 Penalty: 4656.190918
	Iteration 47Q: 3 clusters Score -1547535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1547534.000000 Penalty: 4656.190918
	Iteration 48Q: 3 clusters Score -1547534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1547537.875000 Penalty: 4656.190918
	Iteration 49Q: 3 clusters Score -1547538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1547540.750000 Penalty: 4656.190918
	Iteration 50Q: 3 clusters Score -1547541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1547539.750000 Penalty: 4656.190918
	Iteration 51Q: 3 clusters Score -1547540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1547539.750000 Penalty: 4656.190918
	Iteration 52F: 3 clusters Score -1547540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Entering Unmasked Estep 
Score: -10829151.000000 Penalty: 2809.643311
	Iteration 0F: 2 clusters Score -1.082915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -10773437.000000 Penalty: 5619.286621
	Iteration 0F: 3 clusters Score -1.077344e+07 nChanged 39138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -10795878.000000 Penalty: 5619.286621
	Iteration 1F: 3 clusters Score -1.079588e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -10796869.000000 Penalty: 5619.286621
	Iteration 2Q: 3 clusters Score -1.079687e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -10798410.000000 Penalty: 5619.286621
	Iteration 3Q: 3 clusters Score -1.079841e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -10801094.000000 Penalty: 5619.286621
	Iteration 4F: 3 clusters Score -1.080109e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -10805052.000000 Penalty: 5619.286621
	Iteration 5F: 3 clusters Score -1.080505e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -10809784.000000 Penalty: 5619.286621
	Iteration 6F: 3 clusters Score -1.080978e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -10814467.000000 Penalty: 5619.286621
	Iteration 7F: 3 clusters Score -1.081447e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -10818161.000000 Penalty: 5619.286621
	Iteration 8F: 3 clusters Score -1.081816e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -10820862.000000 Penalty: 5619.286621
	Iteration 9Q: 3 clusters Score -1.082086e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -10822931.000000 Penalty: 5619.286621
	Iteration 10Q: 3 clusters Score -1.082293e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -10824356.000000 Penalty: 5619.286621
	Iteration 11Q: 3 clusters Score -1.082436e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -10825345.000000 Penalty: 5619.286621
	Iteration 12Q: 3 clusters Score -1.082534e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -10825864.000000 Penalty: 5619.286621
	Iteration 13Q: 3 clusters Score -1.082586e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10826156.000000 Penalty: 5619.286621
	Iteration 14Q: 3 clusters Score -1.082616e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10826397.000000 Penalty: 5619.286621
	Iteration 15Q: 3 clusters Score -1.08264e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10826533.000000 Penalty: 5619.286621
	Iteration 16Q: 3 clusters Score -1.082653e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10826626.000000 Penalty: 5619.286621
	Iteration 17Q: 3 clusters Score -1.082663e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10826691.000000 Penalty: 5619.286621
	Iteration 18Q: 3 clusters Score -1.082669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10826772.000000 Penalty: 5619.286621
	Iteration 19Q: 3 clusters Score -1.082677e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10826833.000000 Penalty: 5619.286621
	Iteration 20F: 3 clusters Score -1.082683e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10826874.000000 Penalty: 5619.286621
	Iteration 21Q: 3 clusters Score -1.082687e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10826904.000000 Penalty: 5619.286621
	Iteration 22Q: 3 clusters Score -1.08269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10826910.000000 Penalty: 5619.286621
	Iteration 23Q: 3 clusters Score -1.082691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10826913.000000 Penalty: 5619.286621
	Iteration 24Q: 3 clusters Score -1.082691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10826930.000000 Penalty: 5619.286621
	Iteration 25Q: 3 clusters Score -1.082693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10826948.000000 Penalty: 5619.286621
	Iteration 26Q: 3 clusters Score -1.082695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10826956.000000 Penalty: 5619.286621
	Iteration 27Q: 3 clusters Score -1.082696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10826969.000000 Penalty: 5619.286621
	Iteration 28Q: 3 clusters Score -1.082697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10826969.000000 Penalty: 5619.286621
	Iteration 29Q: 3 clusters Score -1.082697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10826982.000000 Penalty: 5619.286621
	Iteration 30Q: 3 clusters Score -1.082698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10826989.000000 Penalty: 5619.286621
	Iteration 31Q: 3 clusters Score -1.082699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10826993.000000 Penalty: 5619.286621
	Iteration 32Q: 3 clusters Score -1.082699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10826992.000000 Penalty: 5619.286621
	Iteration 33Q: 3 clusters Score -1.082699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10826996.000000 Penalty: 5619.286621
	Iteration 34Q: 3 clusters Score -1.0827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10826999.000000 Penalty: 5619.286621
	Iteration 35Q: 3 clusters Score -1.0827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10827010.000000 Penalty: 5619.286621
	Iteration 36Q: 3 clusters Score -1.082701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10827014.000000 Penalty: 5619.286621
	Iteration 37Q: 3 clusters Score -1.082701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10827030.000000 Penalty: 5619.286621
	Iteration 38Q: 3 clusters Score -1.082703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10827035.000000 Penalty: 5619.286621
	Iteration 39Q: 3 clusters Score -1.082704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10827039.000000 Penalty: 5619.286621
	Iteration 40F: 3 clusters Score -1.082704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10827044.000000 Penalty: 5619.286621
	Iteration 41Q: 3 clusters Score -1.082704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10827047.000000 Penalty: 5619.286621
	Iteration 42Q: 3 clusters Score -1.082705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10827050.000000 Penalty: 5619.286621
	Iteration 43Q: 3 clusters Score -1.082705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10827059.000000 Penalty: 5619.286621
	Iteration 44Q: 3 clusters Score -1.082706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10827072.000000 Penalty: 5619.286621
	Iteration 45Q: 3 clusters Score -1.082707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10827073.000000 Penalty: 5619.286621
	Iteration 46Q: 3 clusters Score -1.082707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10827073.000000 Penalty: 5619.286621
	Iteration 47F: 3 clusters Score -1.082707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89810 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 52506 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 29327 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14847 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 46122 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39601 members 
Mstep: Class 32 contains 162087 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117728 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2572 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11938 members 
Mstep: Class 41 contains 83217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266536.000000 Penalty: 139205.625000
Iteration 119Q: 42 clusters Score -1.112665e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 14440 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89804 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16663 members 
Mstep: Class 9 contains 52504 members 
Mstep: Class 10 contains 24226 members 
Mstep: Class 11 contains 7603 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11325 members 
Mstep: Class 15 contains 29344 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 49209 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 4531 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7474 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 46121 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39591 members 
Mstep: Class 32 contains 162089 members 
Mstep: Class 33 contains 12722 members 
Mstep: Class 34 contains 117723 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2572 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4841 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11955 members 
Mstep: Class 41 contains 83227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266632.000000 Penalty: 139205.625000
Iteration 120F: 42 clusters Score -1.112666e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 14438 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89802 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 9 contains 52499 members 
Mstep: Class 10 contains 24229 members 
Mstep: Class 11 contains 7597 members 
Mstep: Class 12 contains 5571 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 29357 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 49212 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 7409 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7472 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 46123 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39585 members 
Mstep: Class 32 contains 162092 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117719 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2571 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4844 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11962 members 
Mstep: Class 41 contains 83236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266608.000000 Penalty: 139205.625000
Iteration 121Q: 42 clusters Score -1.112666e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 89796 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 16657 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24227 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 29371 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 49216 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 46125 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39580 members 
Mstep: Class 32 contains 162088 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117715 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2571 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4844 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11979 members 
Mstep: Class 41 contains 83245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266544.000000 Penalty: 139205.625000
Iteration 122Q: 42 clusters Score -1.112665e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 14421 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89793 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16652 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24225 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11278 members 
Mstep: Class 15 contains 29385 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 49218 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 4551 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14850 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 1630 members 
Mstep: Class 28 contains 46116 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39577 members 
Mstep: Class 32 contains 162097 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117714 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2571 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4844 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11988 members 
Mstep: Class 41 contains 83248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266608.000000 Penalty: 139205.625000
Iteration 123Q: 42 clusters Score -1.112666e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 14409 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89794 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16652 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 29399 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7468 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 46112 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6508 members 
Mstep: Class 31 contains 39572 members 
Mstep: Class 32 contains 162097 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117710 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4843 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 11996 members 
Mstep: Class 41 contains 83250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266648.000000 Penalty: 139205.625000
Iteration 124Q: 42 clusters Score -1.112666e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89794 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16648 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 29408 members 
Mstep: Class 16 contains 3951 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 4561 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 46100 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6508 members 
Mstep: Class 31 contains 39569 members 
Mstep: Class 32 contains 162093 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117710 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4843 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12000 members 
Mstep: Class 41 contains 83248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266568.000000 Penalty: 139205.625000
Iteration 125Q: 42 clusters Score -1.112666e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89794 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11246 members 
Mstep: Class 15 contains 29415 members 
Mstep: Class 16 contains 3973 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 7409 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 46092 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39566 members 
Mstep: Class 32 contains 162092 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117708 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4850 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12001 members 
Mstep: Class 41 contains 83253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266512.000000 Penalty: 139205.625000
Iteration 126Q: 42 clusters Score -1.112665e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 14378 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89794 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16636 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11243 members 
Mstep: Class 15 contains 29421 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 4575 members 
Mstep: Class 21 contains 7409 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1619 members 
Mstep: Class 28 contains 46087 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39562 members 
Mstep: Class 32 contains 162094 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117704 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4857 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12002 members 
Mstep: Class 41 contains 83252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266464.000000 Penalty: 139205.625000
Iteration 127Q: 42 clusters Score -1.112665e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14365 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89792 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16630 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7597 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11239 members 
Mstep: Class 15 contains 29427 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 46085 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39558 members 
Mstep: Class 32 contains 162095 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117694 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4861 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12004 members 
Mstep: Class 41 contains 83247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266520.000000 Penalty: 139205.625000
Iteration 128Q: 42 clusters Score -1.112665e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14351 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89792 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16630 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11230 members 
Mstep: Class 15 contains 29431 members 
Mstep: Class 16 contains 4060 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7468 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 46082 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39554 members 
Mstep: Class 32 contains 162102 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117684 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4864 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12007 members 
Mstep: Class 41 contains 83252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266544.000000 Penalty: 139205.625000
Iteration 129Q: 42 clusters Score -1.112665e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14333 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89789 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 16631 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24216 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11222 members 
Mstep: Class 15 contains 29435 members 
Mstep: Class 16 contains 4090 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 7404 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1606 members 
Mstep: Class 28 contains 46081 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39552 members 
Mstep: Class 32 contains 162109 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117675 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4867 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12009 members 
Mstep: Class 41 contains 83259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266640.000000 Penalty: 139205.625000
Iteration 130Q: 42 clusters Score -1.112666e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 14308 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89789 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 16632 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11214 members 
Mstep: Class 15 contains 29440 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 46075 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39553 members 
Mstep: Class 32 contains 162112 members 
Mstep: Class 33 contains 12722 members 
Mstep: Class 34 contains 117676 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4867 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12008 members 
Mstep: Class 41 contains 83261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266624.000000 Penalty: 139205.625000
Iteration 131Q: 42 clusters Score -1.112666e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14277 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89786 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 16628 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11209 members 
Mstep: Class 15 contains 29445 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 4580 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 46069 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39551 members 
Mstep: Class 32 contains 162117 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117677 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2570 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4868 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12008 members 
Mstep: Class 41 contains 83270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266656.000000 Penalty: 139205.625000
Iteration 132Q: 42 clusters Score -1.112667e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89784 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 16629 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 29449 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 49221 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 46056 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39549 members 
Mstep: Class 32 contains 162115 members 
Mstep: Class 33 contains 12725 members 
Mstep: Class 34 contains 117675 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4868 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12008 members 
Mstep: Class 41 contains 83279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266616.000000 Penalty: 139205.625000
Iteration 133Q: 42 clusters Score -1.112666e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14196 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89782 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 16629 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 29453 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 46061 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39553 members 
Mstep: Class 32 contains 162125 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117673 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4869 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12008 members 
Mstep: Class 41 contains 83292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266552.000000 Penalty: 139205.625000
Iteration 134Q: 42 clusters Score -1.112666e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 14162 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89779 members 
Mstep: Class 7 contains 3311 members 
Mstep: Class 8 contains 16625 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 7600 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 29459 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 7566 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 46064 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39559 members 
Mstep: Class 32 contains 162137 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117672 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4870 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12009 members 
Mstep: Class 41 contains 83302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266544.000000 Penalty: 139205.625000
Iteration 135Q: 42 clusters Score -1.112665e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89777 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 11 contains 7603 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11158 members 
Mstep: Class 15 contains 29465 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 4575 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 46064 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39568 members 
Mstep: Class 32 contains 162144 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117659 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4870 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12009 members 
Mstep: Class 41 contains 83315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266640.000000 Penalty: 139205.625000
Iteration 136Q: 42 clusters Score -1.112666e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 14107 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89776 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 16613 members 
Mstep: Class 9 contains 52488 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 7615 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11143 members 
Mstep: Class 15 contains 29470 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 49218 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 4575 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 46067 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6510 members 
Mstep: Class 31 contains 39576 members 
Mstep: Class 32 contains 162160 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117647 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4872 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12009 members 
Mstep: Class 41 contains 83325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266688.000000 Penalty: 139205.625000
Iteration 137Q: 42 clusters Score -1.112667e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 14097 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89775 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 16609 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 7630 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 29469 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 46061 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 39587 members 
Mstep: Class 32 contains 162167 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117644 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4877 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266760.000000 Penalty: 139205.625000
Iteration 138Q: 42 clusters Score -1.112668e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 14087 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89774 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 16610 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 29470 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 49223 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 46055 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39592 members 
Mstep: Class 32 contains 162178 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117644 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2569 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4880 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266776.000000 Penalty: 139205.625000
Iteration 139Q: 42 clusters Score -1.112668e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 89772 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 16606 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 29471 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 7468 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 46048 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39602 members 
Mstep: Class 32 contains 162182 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117643 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2568 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4881 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266904.000000 Penalty: 139205.625000
Iteration 140F: 42 clusters Score -1.112669e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 14068 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89772 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 16606 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11073 members 
Mstep: Class 15 contains 29470 members 
Mstep: Class 16 contains 4273 members 
Mstep: Class 17 contains 49226 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 7538 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 46039 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162189 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117639 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2568 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4883 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266760.000000 Penalty: 139205.625000
Iteration 141Q: 42 clusters Score -1.112668e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 14058 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89771 members 
Mstep: Class 7 contains 3351 members 
Mstep: Class 8 contains 16604 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11061 members 
Mstep: Class 15 contains 29474 members 
Mstep: Class 16 contains 4273 members 
Mstep: Class 17 contains 49226 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 46036 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39622 members 
Mstep: Class 32 contains 162197 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117633 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2567 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4887 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266800.000000 Penalty: 139205.625000
Iteration 142Q: 42 clusters Score -1.112668e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 14042 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89774 members 
Mstep: Class 7 contains 3357 members 
Mstep: Class 8 contains 16603 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 29475 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 49225 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 7406 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 46027 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39627 members 
Mstep: Class 32 contains 162211 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117627 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2566 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4890 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266768.000000 Penalty: 139205.625000
Iteration 143Q: 42 clusters Score -1.112668e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89774 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 8 contains 16602 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24213 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 29475 members 
Mstep: Class 16 contains 4274 members 
Mstep: Class 17 contains 49226 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 4591 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 46021 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39627 members 
Mstep: Class 32 contains 162216 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117616 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4891 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266792.000000 Penalty: 139205.625000
Iteration 144Q: 42 clusters Score -1.112668e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 14016 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89776 members 
Mstep: Class 7 contains 3375 members 
Mstep: Class 8 contains 16598 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11051 members 
Mstep: Class 15 contains 29476 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 49227 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 4589 members 
Mstep: Class 21 contains 7409 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 46006 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39629 members 
Mstep: Class 32 contains 162222 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117610 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4892 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12010 members 
Mstep: Class 41 contains 83344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266872.000000 Penalty: 139205.625000
Iteration 145Q: 42 clusters Score -1.112669e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89775 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 16598 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 29478 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 49230 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7521 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 45997 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39631 members 
Mstep: Class 32 contains 162242 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 117599 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4892 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12011 members 
Mstep: Class 41 contains 83337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266816.000000 Penalty: 139205.625000
Iteration 146Q: 42 clusters Score -1.112668e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13994 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89774 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 16598 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11044 members 
Mstep: Class 15 contains 29480 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7507 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 45991 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39630 members 
Mstep: Class 32 contains 162258 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117599 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4892 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266888.000000 Penalty: 139205.625000
Iteration 147Q: 42 clusters Score -1.112669e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89775 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 16596 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7811 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 29480 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14849 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 45984 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39632 members 
Mstep: Class 32 contains 162278 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117605 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4893 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266928.000000 Penalty: 139205.625000
Iteration 148Q: 42 clusters Score -1.112669e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13966 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89773 members 
Mstep: Class 7 contains 3388 members 
Mstep: Class 8 contains 16593 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 29480 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 49231 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 45986 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39633 members 
Mstep: Class 32 contains 162287 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 117601 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4895 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267056.000000 Penalty: 139205.625000
Iteration 149Q: 42 clusters Score -1.112671e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13956 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89772 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 16591 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11034 members 
Mstep: Class 15 contains 29481 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 49231 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 45987 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39635 members 
Mstep: Class 32 contains 162295 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117598 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4897 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267080.000000 Penalty: 139205.625000
Iteration 150Q: 42 clusters Score -1.112671e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89772 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 16591 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 29482 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 45983 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39631 members 
Mstep: Class 32 contains 162308 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117598 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4897 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267096.000000 Penalty: 139205.625000
Iteration 151Q: 42 clusters Score -1.112671e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13935 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89771 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 16590 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 29483 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 45981 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39629 members 
Mstep: Class 32 contains 162319 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 117597 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4897 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267208.000000 Penalty: 139205.625000
Iteration 152Q: 42 clusters Score -1.112672e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13923 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 16590 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24215 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11035 members 
Mstep: Class 15 contains 29484 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 49232 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7430 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 45984 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39628 members 
Mstep: Class 32 contains 162333 members 
Mstep: Class 33 contains 12725 members 
Mstep: Class 34 contains 117601 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4898 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12012 members 
Mstep: Class 41 contains 83289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267096.000000 Penalty: 139205.625000
Iteration 153Q: 42 clusters Score -1.112671e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13912 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 16590 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11030 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 49234 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 45983 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39628 members 
Mstep: Class 32 contains 162348 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117601 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4899 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12013 members 
Mstep: Class 41 contains 83283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267032.000000 Penalty: 139205.625000
Iteration 154Q: 42 clusters Score -1.11267e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13902 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 16589 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24216 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11027 members 
Mstep: Class 15 contains 29486 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 49236 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7402 members 
Mstep: Class 20 contains 4582 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 45984 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39631 members 
Mstep: Class 32 contains 162363 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117594 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4898 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12015 members 
Mstep: Class 41 contains 83280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267032.000000 Penalty: 139205.625000
Iteration 155Q: 42 clusters Score -1.11267e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13890 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 16588 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24215 members 
Mstep: Class 11 contains 8058 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11023 members 
Mstep: Class 15 contains 29488 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 45987 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39633 members 
Mstep: Class 32 contains 162388 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117595 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4899 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12017 members 
Mstep: Class 41 contains 83279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267160.000000 Penalty: 139205.625000
Iteration 156Q: 42 clusters Score -1.112672e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13876 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 16584 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24216 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11019 members 
Mstep: Class 15 contains 29490 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 49234 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1580 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39636 members 
Mstep: Class 32 contains 162413 members 
Mstep: Class 33 contains 12723 members 
Mstep: Class 34 contains 117589 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12017 members 
Mstep: Class 41 contains 83267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267280.000000 Penalty: 139205.625000
Iteration 157Q: 42 clusters Score -1.112673e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 16584 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 15 contains 29491 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 49236 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 45985 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39637 members 
Mstep: Class 32 contains 162427 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117582 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267296.000000 Penalty: 139205.625000
Iteration 158Q: 42 clusters Score -1.112673e+08 nChanged 175
Entering ConstructFrom: 
Score: -111267296.000000 Penalty: 139205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -219518.984375 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -219519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -217105.765625 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -217105.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -217506.031250 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -217506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -217646.609375 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -217646.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217732.828125 Penalty: 3686.805420
	Iteration 3F: 3 clusters Score -217732.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217783.031250 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -217783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217812.406250 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -217812.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217826.250000 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -217826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217831.671875 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -217831.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -217835.062500 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -217835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217837.906250 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -217837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -217839.984375 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -217840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217842.546875 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -217842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217844.187500 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -217844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217844.546875 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -217844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217845.234375 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -217845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217845.234375 Penalty: 3686.805420
	Iteration 15F: 3 clusters Score -217845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -223777.406250 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -223777.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221215.156250 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -221215.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222121.765625 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -222121.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -222556.265625 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -222556.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -222777.578125 Penalty: 3788.785156
	Iteration 3F: 3 clusters Score -222777.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -222976.515625 Penalty: 3788.785156
	Iteration 4F: 3 clusters Score -222976.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -223234.328125 Penalty: 3788.785156
	Iteration 5F: 3 clusters Score -223234.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -223407.125000 Penalty: 3788.785156
	Iteration 6F: 3 clusters Score -223407.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -223530.390625 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -223530.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223623.890625 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -223623.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -223690.828125 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -223690.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223732.656250 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -223732.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223755.953125 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -223756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -223774.109375 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -223774.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223797.500000 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -223797.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223826.593750 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -223826.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -223872.203125 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -223872.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -223956.000000 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -223956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -224000.578125 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -224000.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -224050.109375 Penalty: 3788.785156
	Iteration 18Q: 3 clusters Score -224050.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -224108.750000 Penalty: 3788.785156
	Iteration 19Q: 3 clusters Score -224108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -224145.390625 Penalty: 3788.785156
	Iteration 20F: 3 clusters Score -224145.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -224178.093750 Penalty: 3788.785156
	Iteration 21Q: 3 clusters Score -224178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -224208.265625 Penalty: 3788.785156
	Iteration 22Q: 3 clusters Score -224208.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -224243.906250 Penalty: 3788.785156
	Iteration 23Q: 3 clusters Score -224243.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -224277.609375 Penalty: 3788.785156
	Iteration 24Q: 3 clusters Score -224277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -224293.078125 Penalty: 3788.785156
	Iteration 25Q: 3 clusters Score -224293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -224319.453125 Penalty: 3788.785156
	Iteration 26Q: 3 clusters Score -224319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -224358.406250 Penalty: 3788.785156
	Iteration 27Q: 3 clusters Score -224358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -224380.796875 Penalty: 3788.785156
	Iteration 28Q: 3 clusters Score -224380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -224383.500000 Penalty: 3788.785156
	Iteration 29Q: 3 clusters Score -224383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -224385.328125 Penalty: 3788.785156
	Iteration 30F: 3 clusters Score -224385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -224388.687500 Penalty: 3788.785156
	Iteration 31Q: 3 clusters Score -224388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -224389.250000 Penalty: 3788.785156
	Iteration 32Q: 3 clusters Score -224389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -224390.015625 Penalty: 3788.785156
	Iteration 33Q: 3 clusters Score -224390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -224390.015625 Penalty: 3788.785156
	Iteration 34F: 3 clusters Score -224390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162445 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117574 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83264 members 
Mstep: Class 42 contains 350 members 
Entering Unmasked Estep 
Score: -111266576.000000 Penalty: 142600.890625
Splitting cluster 2 changes total score from -111267296.000000 to -111266576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Entering Unmasked Estep 
Score: -1772970.750000 Penalty: 2365.152832
	Iteration 0F: 2 clusters Score -1772971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1762859.000000 Penalty: 4730.305664
	Iteration 0F: 3 clusters Score -1762859 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1766177.500000 Penalty: 4730.305664
	Iteration 1F: 3 clusters Score -1766178 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1766566.875000 Penalty: 4730.305664
	Iteration 2F: 3 clusters Score -1766567 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1766921.875000 Penalty: 4730.305664
	Iteration 3F: 3 clusters Score -1766922 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1767263.875000 Penalty: 4730.305664
	Iteration 4Q: 3 clusters Score -1767264 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1767629.500000 Penalty: 4730.305664
	Iteration 5Q: 3 clusters Score -1767630 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1768047.000000 Penalty: 4730.305664
	Iteration 6Q: 3 clusters Score -1768047 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1768508.875000 Penalty: 4730.305664
	Iteration 7Q: 3 clusters Score -1768509 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1769003.875000 Penalty: 4730.305664
	Iteration 8Q: 3 clusters Score -1769004 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1769516.625000 Penalty: 4730.305664
	Iteration 9F: 3 clusters Score -1769517 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1769969.000000 Penalty: 4730.305664
	Iteration 10Q: 3 clusters Score -1769969 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1770377.500000 Penalty: 4730.305664
	Iteration 11Q: 3 clusters Score -1770378 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1770657.375000 Penalty: 4730.305664
	Iteration 12Q: 3 clusters Score -1770657 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1770853.875000 Penalty: 4730.305664
	Iteration 13Q: 3 clusters Score -1770854 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1771004.750000 Penalty: 4730.305664
	Iteration 14Q: 3 clusters Score -1771005 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1771140.875000 Penalty: 4730.305664
	Iteration 15Q: 3 clusters Score -1771141 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1771248.000000 Penalty: 4730.305664
	Iteration 16Q: 3 clusters Score -1771248 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1771351.875000 Penalty: 4730.305664
	Iteration 17Q: 3 clusters Score -1771352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1771456.625000 Penalty: 4730.305664
	Iteration 18Q: 3 clusters Score -1771457 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1771530.125000 Penalty: 4730.305664
	Iteration 19Q: 3 clusters Score -1771530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1771608.750000 Penalty: 4730.305664
	Iteration 20F: 3 clusters Score -1771609 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1771685.375000 Penalty: 4730.305664
	Iteration 21Q: 3 clusters Score -1771685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1771758.250000 Penalty: 4730.305664
	Iteration 22Q: 3 clusters Score -1771758 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1771839.000000 Penalty: 4730.305664
	Iteration 23Q: 3 clusters Score -1771839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1771901.375000 Penalty: 4730.305664
	Iteration 24Q: 3 clusters Score -1771901 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1771942.500000 Penalty: 4730.305664
	Iteration 25Q: 3 clusters Score -1771942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1771977.500000 Penalty: 4730.305664
	Iteration 26Q: 3 clusters Score -1771978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1771998.625000 Penalty: 4730.305664
	Iteration 27Q: 3 clusters Score -1771999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1772018.750000 Penalty: 4730.305664
	Iteration 28Q: 3 clusters Score -1772019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1772027.750000 Penalty: 4730.305664
	Iteration 29Q: 3 clusters Score -1772028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1772033.500000 Penalty: 4730.305664
	Iteration 30Q: 3 clusters Score -1772034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1772036.375000 Penalty: 4730.305664
	Iteration 31Q: 3 clusters Score -1772036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1772036.125000 Penalty: 4730.305664
	Iteration 32Q: 3 clusters Score -1772036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1772039.000000 Penalty: 4730.305664
	Iteration 33Q: 3 clusters Score -1772039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1772037.625000 Penalty: 4730.305664
	Iteration 34Q: 3 clusters Score -1772038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1772045.500000 Penalty: 4730.305664
	Iteration 35Q: 3 clusters Score -1772046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1772046.250000 Penalty: 4730.305664
	Iteration 36Q: 3 clusters Score -1772046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1772046.125000 Penalty: 4730.305664
	Iteration 37Q: 3 clusters Score -1772046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1772049.875000 Penalty: 4730.305664
	Iteration 38Q: 3 clusters Score -1772050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1772050.625000 Penalty: 4730.305664
	Iteration 39Q: 3 clusters Score -1772051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1772051.625000 Penalty: 4730.305664
	Iteration 40F: 3 clusters Score -1772052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1772055.250000 Penalty: 4730.305664
	Iteration 41Q: 3 clusters Score -1772055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1772054.000000 Penalty: 4730.305664
	Iteration 42Q: 3 clusters Score -1772054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1772058.875000 Penalty: 4730.305664
	Iteration 43Q: 3 clusters Score -1772059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1772065.875000 Penalty: 4730.305664
	Iteration 44Q: 3 clusters Score -1772066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1772070.000000 Penalty: 4730.305664
	Iteration 45Q: 3 clusters Score -1772070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1772068.500000 Penalty: 4730.305664
	Iteration 46Q: 3 clusters Score -1772068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1772075.500000 Penalty: 4730.305664
	Iteration 47Q: 3 clusters Score -1772076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1772081.375000 Penalty: 4730.305664
	Iteration 48Q: 3 clusters Score -1772081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1772080.875000 Penalty: 4730.305664
	Iteration 49Q: 3 clusters Score -1772081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1772090.500000 Penalty: 4730.305664
	Iteration 50Q: 3 clusters Score -1772090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1772088.750000 Penalty: 4730.305664
	Iteration 51Q: 3 clusters Score -1772089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1772098.125000 Penalty: 4730.305664
	Iteration 52Q: 3 clusters Score -1772098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1772101.000000 Penalty: 4730.305664
	Iteration 53Q: 3 clusters Score -1772101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1772106.250000 Penalty: 4730.305664
	Iteration 54Q: 3 clusters Score -1772106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1772107.250000 Penalty: 4730.305664
	Iteration 55Q: 3 clusters Score -1772107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1772109.625000 Penalty: 4730.305664
	Iteration 56Q: 3 clusters Score -1772110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1772106.125000 Penalty: 4730.305664
	Iteration 57Q: 3 clusters Score -1772106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1772110.250000 Penalty: 4730.305664
	Iteration 58Q: 3 clusters Score -1772110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1772117.625000 Penalty: 4730.305664
	Iteration 59Q: 3 clusters Score -1772118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1772119.250000 Penalty: 4730.305664
	Iteration 60F: 3 clusters Score -1772119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1772122.875000 Penalty: 4730.305664
	Iteration 61Q: 3 clusters Score -1772123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1772131.000000 Penalty: 4730.305664
	Iteration 62Q: 3 clusters Score -1772131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1772131.875000 Penalty: 4730.305664
	Iteration 63Q: 3 clusters Score -1772132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1772140.750000 Penalty: 4730.305664
	Iteration 64Q: 3 clusters Score -1772141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1772142.625000 Penalty: 4730.305664
	Iteration 65Q: 3 clusters Score -1772143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1772151.000000 Penalty: 4730.305664
	Iteration 66Q: 3 clusters Score -1772151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1772151.750000 Penalty: 4730.305664
	Iteration 67Q: 3 clusters Score -1772152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1772152.625000 Penalty: 4730.305664
	Iteration 68Q: 3 clusters Score -1772153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1772153.250000 Penalty: 4730.305664
	Iteration 69Q: 3 clusters Score -1772153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1772159.125000 Penalty: 4730.305664
	Iteration 70Q: 3 clusters Score -1772159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1772160.875000 Penalty: 4730.305664
	Iteration 71Q: 3 clusters Score -1772161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1772164.375000 Penalty: 4730.305664
	Iteration 72Q: 3 clusters Score -1772164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1772166.375000 Penalty: 4730.305664
	Iteration 73Q: 3 clusters Score -1772166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1772167.500000 Penalty: 4730.305664
	Iteration 74Q: 3 clusters Score -1772168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1772166.875000 Penalty: 4730.305664
	Iteration 75Q: 3 clusters Score -1772167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1772166.875000 Penalty: 4730.305664
	Iteration 76Q: 3 clusters Score -1772167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1772167.375000 Penalty: 4730.305664
	Iteration 77Q: 3 clusters Score -1772167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1772169.500000 Penalty: 4730.305664
	Iteration 78Q: 3 clusters Score -1772170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1772173.375000 Penalty: 4730.305664
	Iteration 79Q: 3 clusters Score -1772173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1772167.875000 Penalty: 4730.305664
	Iteration 80F: 3 clusters Score -1772168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1772170.125000 Penalty: 4730.305664
	Iteration 81Q: 3 clusters Score -1772170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1772172.375000 Penalty: 4730.305664
	Iteration 82Q: 3 clusters Score -1772172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1772175.125000 Penalty: 4730.305664
	Iteration 83Q: 3 clusters Score -1772175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1772175.625000 Penalty: 4730.305664
	Iteration 84Q: 3 clusters Score -1772176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1772174.375000 Penalty: 4730.305664
	Iteration 85Q: 3 clusters Score -1772174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1772174.500000 Penalty: 4730.305664
	Iteration 86Q: 3 clusters Score -1772174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1772173.625000 Penalty: 4730.305664
	Iteration 87Q: 3 clusters Score -1772174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1772174.000000 Penalty: 4730.305664
	Iteration 88Q: 3 clusters Score -1772174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1772174.000000 Penalty: 4730.305664
	Iteration 89F: 3 clusters Score -1772174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -145581.406250 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -145581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143532.187500 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -143532.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143923.734375 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -143923.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144059.953125 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -144060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144178.781250 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -144178.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144289.359375 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -144289.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144414.500000 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -144414.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144542.296875 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -144542.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144714.578125 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -144714.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -144945.765625 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -144945.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145212.828125 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -145212.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145342.843750 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -145342.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145435.875000 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -145435.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145540.453125 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -145540.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -145612.609375 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -145612.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145656.734375 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -145656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145687.734375 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -145687.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145717.453125 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -145717.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145726.203125 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -145726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145730.906250 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -145730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145733.234375 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -145733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145748.140625 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -145748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145758.703125 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -145758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145762.562500 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -145762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145762.562500 Penalty: 3516.678223
	Iteration 23F: 3 clusters Score -145762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162445 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117574 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83264 members 
Mstep: Class 42 contains 665 members 
Entering Unmasked Estep 
Score: -111265744.000000 Penalty: 142600.890625
Splitting cluster 4 changes total score from -111267296.000000 to -111265744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -265060.437500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -265060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262250.875000 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -262250.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262792.468750 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -262792.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -262923.375000 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -262923.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -262985.031250 Penalty: 3851.511719
	Iteration 3Q: 3 clusters Score -262985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263030.375000 Penalty: 3851.511719
	Iteration 4Q: 3 clusters Score -263030.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -263069.031250 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -263069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -263114.718750 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -263114.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -263158.000000 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -263158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263187.843750 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -263187.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263218.562500 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -263218.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -263238.937500 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -263238.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -263258.000000 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -263258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -263282.656250 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -263282.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -263320.562500 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -263320.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -263356.156250 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -263356.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -263386.812500 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -263386.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -263412.812500 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -263412.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263443.375000 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -263443.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263484.937500 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -263484.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263532.906250 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -263532.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263575.562500 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -263575.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263622.687500 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -263622.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -263708.093750 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -263708.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -263777.375000 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -263777.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263812.625000 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -263812.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -263837.375000 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -263837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263851.125000 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -263851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -263862.625000 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -263862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -263870.656250 Penalty: 3851.511719
	Iteration 28Q: 3 clusters Score -263870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -263878.843750 Penalty: 3851.511719
	Iteration 29Q: 3 clusters Score -263878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263892.625000 Penalty: 3851.511719
	Iteration 30Q: 3 clusters Score -263892.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -263910.656250 Penalty: 3851.511719
	Iteration 31Q: 3 clusters Score -263910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263921.375000 Penalty: 3851.511719
	Iteration 32Q: 3 clusters Score -263921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263931.781250 Penalty: 3851.511719
	Iteration 33Q: 3 clusters Score -263931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263938.468750 Penalty: 3851.511719
	Iteration 34Q: 3 clusters Score -263938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -263945.093750 Penalty: 3851.511719
	Iteration 35Q: 3 clusters Score -263945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263952.093750 Penalty: 3851.511719
	Iteration 36Q: 3 clusters Score -263952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263956.437500 Penalty: 3851.511719
	Iteration 37Q: 3 clusters Score -263956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263958.062500 Penalty: 3851.511719
	Iteration 38Q: 3 clusters Score -263958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263957.781250 Penalty: 3851.511719
	Iteration 39Q: 3 clusters Score -263957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263957.781250 Penalty: 3851.511719
	Iteration 40F: 3 clusters Score -263957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Entering Unmasked Estep 
Score: -11765964.000000 Penalty: 2828.425049
	Iteration 0F: 2 clusters Score -1.176596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -11705772.000000 Penalty: 5656.850098
	Iteration 0F: 3 clusters Score -1.170577e+07 nChanged 42247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -11730036.000000 Penalty: 5656.850098
	Iteration 1F: 3 clusters Score -1.173004e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11730835.000000 Penalty: 5656.850098
	Iteration 2Q: 3 clusters Score -1.173084e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -11731821.000000 Penalty: 5656.850098
	Iteration 3Q: 3 clusters Score -1.173182e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -11732980.000000 Penalty: 5656.850098
	Iteration 4Q: 3 clusters Score -1.173298e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -11734718.000000 Penalty: 5656.850098
	Iteration 5Q: 3 clusters Score -1.173472e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -11737218.000000 Penalty: 5656.850098
	Iteration 6Q: 3 clusters Score -1.173722e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -11740960.000000 Penalty: 5656.850098
	Iteration 7F: 3 clusters Score -1.174096e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -11746036.000000 Penalty: 5656.850098
	Iteration 8F: 3 clusters Score -1.174604e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -11751762.000000 Penalty: 5656.850098
	Iteration 9F: 3 clusters Score -1.175176e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -11756764.000000 Penalty: 5656.850098
	Iteration 10F: 3 clusters Score -1.175676e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -11760053.000000 Penalty: 5656.850098
	Iteration 11Q: 3 clusters Score -1.176005e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -11761857.000000 Penalty: 5656.850098
	Iteration 12Q: 3 clusters Score -1.176186e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -11762685.000000 Penalty: 5656.850098
	Iteration 13Q: 3 clusters Score -1.176268e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -11763178.000000 Penalty: 5656.850098
	Iteration 14Q: 3 clusters Score -1.176318e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -11763431.000000 Penalty: 5656.850098
	Iteration 15Q: 3 clusters Score -1.176343e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -11763552.000000 Penalty: 5656.850098
	Iteration 16Q: 3 clusters Score -1.176355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11763618.000000 Penalty: 5656.850098
	Iteration 17Q: 3 clusters Score -1.176362e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -11763711.000000 Penalty: 5656.850098
	Iteration 18Q: 3 clusters Score -1.176371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -11763742.000000 Penalty: 5656.850098
	Iteration 19Q: 3 clusters Score -1.176374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -11763773.000000 Penalty: 5656.850098
	Iteration 20F: 3 clusters Score -1.176377e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -11763800.000000 Penalty: 5656.850098
	Iteration 21Q: 3 clusters Score -1.17638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -11763825.000000 Penalty: 5656.850098
	Iteration 22Q: 3 clusters Score -1.176382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -11763829.000000 Penalty: 5656.850098
	Iteration 23Q: 3 clusters Score -1.176383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -11763836.000000 Penalty: 5656.850098
	Iteration 24Q: 3 clusters Score -1.176384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -11763845.000000 Penalty: 5656.850098
	Iteration 25Q: 3 clusters Score -1.176384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -11763860.000000 Penalty: 5656.850098
	Iteration 26Q: 3 clusters Score -1.176386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11763855.000000 Penalty: 5656.850098
	Iteration 27Q: 3 clusters Score -1.176386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -11763850.000000 Penalty: 5656.850098
	Iteration 28Q: 3 clusters Score -1.176385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11763856.000000 Penalty: 5656.850098
	Iteration 29Q: 3 clusters Score -1.176386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -11763857.000000 Penalty: 5656.850098
	Iteration 30Q: 3 clusters Score -1.176386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11763858.000000 Penalty: 5656.850098
	Iteration 31Q: 3 clusters Score -1.176386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11763858.000000 Penalty: 5656.850098
	Iteration 32Q: 3 clusters Score -1.176386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -11763860.000000 Penalty: 5656.850098
	Iteration 33Q: 3 clusters Score -1.176386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11763867.000000 Penalty: 5656.850098
	Iteration 34Q: 3 clusters Score -1.176387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11763863.000000 Penalty: 5656.850098
	Iteration 35Q: 3 clusters Score -1.176386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11763870.000000 Penalty: 5656.850098
	Iteration 36Q: 3 clusters Score -1.176387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11763872.000000 Penalty: 5656.850098
	Iteration 37Q: 3 clusters Score -1.176387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -11763871.000000 Penalty: 5656.850098
	Iteration 38Q: 3 clusters Score -1.176387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -11763882.000000 Penalty: 5656.850098
	Iteration 39Q: 3 clusters Score -1.176388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -11763871.000000 Penalty: 5656.850098
	Iteration 40F: 3 clusters Score -1.176387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11763875.000000 Penalty: 5656.850098
	Iteration 41Q: 3 clusters Score -1.176388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -11763885.000000 Penalty: 5656.850098
	Iteration 42Q: 3 clusters Score -1.176388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -11763879.000000 Penalty: 5656.850098
	Iteration 43Q: 3 clusters Score -1.176388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11763887.000000 Penalty: 5656.850098
	Iteration 44Q: 3 clusters Score -1.176389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -11763892.000000 Penalty: 5656.850098
	Iteration 45Q: 3 clusters Score -1.176389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -11763893.000000 Penalty: 5656.850098
	Iteration 46Q: 3 clusters Score -1.176389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -11763896.000000 Penalty: 5656.850098
	Iteration 47Q: 3 clusters Score -1.17639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11763896.000000 Penalty: 5656.850098
	Iteration 48Q: 3 clusters Score -1.17639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -11763894.000000 Penalty: 5656.850098
	Iteration 49Q: 3 clusters Score -1.176389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -11763891.000000 Penalty: 5656.850098
	Iteration 50Q: 3 clusters Score -1.176389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -11763891.000000 Penalty: 5656.850098
	Iteration 51Q: 3 clusters Score -1.176389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -11763889.000000 Penalty: 5656.850098
	Iteration 52Q: 3 clusters Score -1.176389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -11763890.000000 Penalty: 5656.850098
	Iteration 53Q: 3 clusters Score -1.176389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -11763887.000000 Penalty: 5656.850098
	Iteration 54Q: 3 clusters Score -1.176389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -11763886.000000 Penalty: 5656.850098
	Iteration 55Q: 3 clusters Score -1.176389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -11763883.000000 Penalty: 5656.850098
	Iteration 56Q: 3 clusters Score -1.176388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -11763882.000000 Penalty: 5656.850098
	Iteration 57Q: 3 clusters Score -1.176388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -11763888.000000 Penalty: 5656.850098
	Iteration 58Q: 3 clusters Score -1.176389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -11763887.000000 Penalty: 5656.850098
	Iteration 59Q: 3 clusters Score -1.176389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -11763887.000000 Penalty: 5656.850098
	Iteration 60F: 3 clusters Score -1.176389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -438111.875000 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -438111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -434581.937500 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -434581.9 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -435320.250000 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -435320.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -435512.062500 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -435512.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -435618.187500 Penalty: 4032.801270
	Iteration 3Q: 3 clusters Score -435618.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -435699.343750 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -435699.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -435755.093750 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -435755.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -435794.437500 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -435794.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -435823.500000 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -435823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -435846.906250 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -435846.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -435862.156250 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -435862.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -435876.281250 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -435876.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -435886.375000 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -435886.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -435902.031250 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -435902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -435915.281250 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -435915.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435928.062500 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -435928.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -435937.875000 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -435937.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -435945.156250 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -435945.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -435952.437500 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -435952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -435956.531250 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -435956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -435961.093750 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -435961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -435965.531250 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -435965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -435969.656250 Penalty: 4032.801270
	Iteration 21Q: 3 clusters Score -435969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -435974.250000 Penalty: 4032.801270
	Iteration 22Q: 3 clusters Score -435974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -435979.031250 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -435979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -435985.000000 Penalty: 4032.801270
	Iteration 24Q: 3 clusters Score -435985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -435989.156250 Penalty: 4032.801270
	Iteration 25Q: 3 clusters Score -435989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -435993.531250 Penalty: 4032.801270
	Iteration 26Q: 3 clusters Score -435993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -435996.625000 Penalty: 4032.801270
	Iteration 27Q: 3 clusters Score -435996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -435997.562500 Penalty: 4032.801270
	Iteration 28Q: 3 clusters Score -435997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -436001.687500 Penalty: 4032.801270
	Iteration 29Q: 3 clusters Score -436001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -436002.093750 Penalty: 4032.801270
	Iteration 30Q: 3 clusters Score -436002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -436004.093750 Penalty: 4032.801270
	Iteration 31Q: 3 clusters Score -436004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -436004.656250 Penalty: 4032.801270
	Iteration 32Q: 3 clusters Score -436004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -436005.812500 Penalty: 4032.801270
	Iteration 33Q: 3 clusters Score -436005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -436006.906250 Penalty: 4032.801270
	Iteration 34Q: 3 clusters Score -436006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -436007.000000 Penalty: 4032.801270
	Iteration 35Q: 3 clusters Score -436007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -436008.343750 Penalty: 4032.801270
	Iteration 36Q: 3 clusters Score -436008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -436010.281250 Penalty: 4032.801270
	Iteration 37Q: 3 clusters Score -436010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -436011.593750 Penalty: 4032.801270
	Iteration 38Q: 3 clusters Score -436011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -436015.468750 Penalty: 4032.801270
	Iteration 39Q: 3 clusters Score -436015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -436017.187500 Penalty: 4032.801270
	Iteration 40F: 3 clusters Score -436017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -436019.937500 Penalty: 4032.801270
	Iteration 41Q: 3 clusters Score -436019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -436019.843750 Penalty: 4032.801270
	Iteration 42Q: 3 clusters Score -436019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -436021.250000 Penalty: 4032.801270
	Iteration 43Q: 3 clusters Score -436021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -436023.656250 Penalty: 4032.801270
	Iteration 44Q: 3 clusters Score -436023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -436024.750000 Penalty: 4032.801270
	Iteration 45Q: 3 clusters Score -436024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -436026.656250 Penalty: 4032.801270
	Iteration 46Q: 3 clusters Score -436026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -436030.281250 Penalty: 4032.801270
	Iteration 47Q: 3 clusters Score -436030.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -436038.812500 Penalty: 4032.801270
	Iteration 48Q: 3 clusters Score -436038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -436049.437500 Penalty: 4032.801270
	Iteration 49Q: 3 clusters Score -436049.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -436061.375000 Penalty: 4032.801270
	Iteration 50Q: 3 clusters Score -436061.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -436076.718750 Penalty: 4032.801270
	Iteration 51Q: 3 clusters Score -436076.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -436086.781250 Penalty: 4032.801270
	Iteration 52Q: 3 clusters Score -436086.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -436091.312500 Penalty: 4032.801270
	Iteration 53Q: 3 clusters Score -436091.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -436097.343750 Penalty: 4032.801270
	Iteration 54Q: 3 clusters Score -436097.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -436104.937500 Penalty: 4032.801270
	Iteration 55Q: 3 clusters Score -436104.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -436118.187500 Penalty: 4032.801270
	Iteration 56Q: 3 clusters Score -436118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -436128.281250 Penalty: 4032.801270
	Iteration 57Q: 3 clusters Score -436128.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -436145.750000 Penalty: 4032.801270
	Iteration 58Q: 3 clusters Score -436145.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -436166.218750 Penalty: 4032.801270
	Iteration 59Q: 3 clusters Score -436166.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -436186.625000 Penalty: 4032.801270
	Iteration 60F: 3 clusters Score -436186.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -436207.687500 Penalty: 4032.801270
	Iteration 61Q: 3 clusters Score -436207.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -436226.031250 Penalty: 4032.801270
	Iteration 62Q: 3 clusters Score -436226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -436239.250000 Penalty: 4032.801270
	Iteration 63Q: 3 clusters Score -436239.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -436251.593750 Penalty: 4032.801270
	Iteration 64Q: 3 clusters Score -436251.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -436258.343750 Penalty: 4032.801270
	Iteration 65Q: 3 clusters Score -436258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -436266.031250 Penalty: 4032.801270
	Iteration 66Q: 3 clusters Score -436266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -436278.218750 Penalty: 4032.801270
	Iteration 67Q: 3 clusters Score -436278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -436292.531250 Penalty: 4032.801270
	Iteration 68Q: 3 clusters Score -436292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -436298.687500 Penalty: 4032.801270
	Iteration 69Q: 3 clusters Score -436298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -436304.187500 Penalty: 4032.801270
	Iteration 70Q: 3 clusters Score -436304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -436310.156250 Penalty: 4032.801270
	Iteration 71Q: 3 clusters Score -436310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -436316.500000 Penalty: 4032.801270
	Iteration 72Q: 3 clusters Score -436316.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -436322.000000 Penalty: 4032.801270
	Iteration 73Q: 3 clusters Score -436322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -436330.375000 Penalty: 4032.801270
	Iteration 74Q: 3 clusters Score -436330.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -436338.250000 Penalty: 4032.801270
	Iteration 75Q: 3 clusters Score -436338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -436342.156250 Penalty: 4032.801270
	Iteration 76Q: 3 clusters Score -436342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -436346.500000 Penalty: 4032.801270
	Iteration 77Q: 3 clusters Score -436346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -436351.187500 Penalty: 4032.801270
	Iteration 78Q: 3 clusters Score -436351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -436353.062500 Penalty: 4032.801270
	Iteration 79Q: 3 clusters Score -436353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -436354.093750 Penalty: 4032.801270
	Iteration 80F: 3 clusters Score -436354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -436354.750000 Penalty: 4032.801270
	Iteration 81Q: 3 clusters Score -436354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -436356.187500 Penalty: 4032.801270
	Iteration 82Q: 3 clusters Score -436356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -436356.937500 Penalty: 4032.801270
	Iteration 83Q: 3 clusters Score -436356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -436356.937500 Penalty: 4032.801270
	Iteration 84F: 3 clusters Score -436356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Entering Unmasked Estep 
Score: -2021766.625000 Penalty: 2409.601074
	Iteration 0F: 2 clusters Score -2021767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2009988.125000 Penalty: 4819.202148
	Iteration 0F: 3 clusters Score -2009988 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2014082.625000 Penalty: 4819.202148
	Iteration 1F: 3 clusters Score -2014083 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2014842.375000 Penalty: 4819.202148
	Iteration 2F: 3 clusters Score -2014842 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2015633.500000 Penalty: 4819.202148
	Iteration 3F: 3 clusters Score -2015634 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2016472.000000 Penalty: 4819.202148
	Iteration 4F: 3 clusters Score -2016472 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2017245.500000 Penalty: 4819.202148
	Iteration 5F: 3 clusters Score -2017246 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2017986.000000 Penalty: 4819.202148
	Iteration 6F: 3 clusters Score -2017986 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2018589.375000 Penalty: 4819.202148
	Iteration 7F: 3 clusters Score -2018589 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2019156.500000 Penalty: 4819.202148
	Iteration 8Q: 3 clusters Score -2019156 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2019606.875000 Penalty: 4819.202148
	Iteration 9Q: 3 clusters Score -2019607 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2019921.625000 Penalty: 4819.202148
	Iteration 10Q: 3 clusters Score -2019922 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2020131.000000 Penalty: 4819.202148
	Iteration 11Q: 3 clusters Score -2020131 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2020274.750000 Penalty: 4819.202148
	Iteration 12Q: 3 clusters Score -2020275 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2020369.375000 Penalty: 4819.202148
	Iteration 13Q: 3 clusters Score -2020369 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2020430.125000 Penalty: 4819.202148
	Iteration 14Q: 3 clusters Score -2020430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2020476.125000 Penalty: 4819.202148
	Iteration 15Q: 3 clusters Score -2020476 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2020521.375000 Penalty: 4819.202148
	Iteration 16Q: 3 clusters Score -2020521 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2020553.875000 Penalty: 4819.202148
	Iteration 17Q: 3 clusters Score -2020554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2020571.625000 Penalty: 4819.202148
	Iteration 18Q: 3 clusters Score -2020572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2020601.750000 Penalty: 4819.202148
	Iteration 19Q: 3 clusters Score -2020602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2020617.875000 Penalty: 4819.202148
	Iteration 20F: 3 clusters Score -2020618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2020628.375000 Penalty: 4819.202148
	Iteration 21Q: 3 clusters Score -2020628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2020646.375000 Penalty: 4819.202148
	Iteration 22Q: 3 clusters Score -2020646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2020658.000000 Penalty: 4819.202148
	Iteration 23Q: 3 clusters Score -2020658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2020660.375000 Penalty: 4819.202148
	Iteration 24Q: 3 clusters Score -2020660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2020673.500000 Penalty: 4819.202148
	Iteration 25Q: 3 clusters Score -2020674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2020689.625000 Penalty: 4819.202148
	Iteration 26Q: 3 clusters Score -2020690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2020713.250000 Penalty: 4819.202148
	Iteration 27Q: 3 clusters Score -2020713 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2020729.375000 Penalty: 4819.202148
	Iteration 28Q: 3 clusters Score -2020729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2020757.000000 Penalty: 4819.202148
	Iteration 29Q: 3 clusters Score -2020757 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2020800.875000 Penalty: 4819.202148
	Iteration 30Q: 3 clusters Score -2020801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2020837.500000 Penalty: 4819.202148
	Iteration 31Q: 3 clusters Score -2020838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2020882.875000 Penalty: 4819.202148
	Iteration 32Q: 3 clusters Score -2020883 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2020938.250000 Penalty: 4819.202148
	Iteration 33Q: 3 clusters Score -2020938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2021001.625000 Penalty: 4819.202148
	Iteration 34Q: 3 clusters Score -2021002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2021052.250000 Penalty: 4819.202148
	Iteration 35Q: 3 clusters Score -2021052 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2021114.875000 Penalty: 4819.202148
	Iteration 36Q: 3 clusters Score -2021115 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2021160.250000 Penalty: 4819.202148
	Iteration 37Q: 3 clusters Score -2021160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2021211.750000 Penalty: 4819.202148
	Iteration 38Q: 3 clusters Score -2021212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2021242.000000 Penalty: 4819.202148
	Iteration 39Q: 3 clusters Score -2021242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2021277.625000 Penalty: 4819.202148
	Iteration 40F: 3 clusters Score -2021278 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2021298.875000 Penalty: 4819.202148
	Iteration 41Q: 3 clusters Score -2021299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2021318.375000 Penalty: 4819.202148
	Iteration 42Q: 3 clusters Score -2021318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2021323.750000 Penalty: 4819.202148
	Iteration 43Q: 3 clusters Score -2021324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2021336.875000 Penalty: 4819.202148
	Iteration 44Q: 3 clusters Score -2021337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2021339.625000 Penalty: 4819.202148
	Iteration 45Q: 3 clusters Score -2021340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2021341.750000 Penalty: 4819.202148
	Iteration 46Q: 3 clusters Score -2021342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2021348.250000 Penalty: 4819.202148
	Iteration 47Q: 3 clusters Score -2021348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2021348.625000 Penalty: 4819.202148
	Iteration 48Q: 3 clusters Score -2021349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2021351.000000 Penalty: 4819.202148
	Iteration 49Q: 3 clusters Score -2021351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2021352.000000 Penalty: 4819.202148
	Iteration 50Q: 3 clusters Score -2021352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2021351.875000 Penalty: 4819.202148
	Iteration 51Q: 3 clusters Score -2021352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2021355.250000 Penalty: 4819.202148
	Iteration 52Q: 3 clusters Score -2021355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2021352.250000 Penalty: 4819.202148
	Iteration 53Q: 3 clusters Score -2021352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2021349.000000 Penalty: 4819.202148
	Iteration 54Q: 3 clusters Score -2021349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2021353.000000 Penalty: 4819.202148
	Iteration 55Q: 3 clusters Score -2021353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2021364.375000 Penalty: 4819.202148
	Iteration 56Q: 3 clusters Score -2021364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2021366.250000 Penalty: 4819.202148
	Iteration 57Q: 3 clusters Score -2021366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2021365.750000 Penalty: 4819.202148
	Iteration 58Q: 3 clusters Score -2021366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2021362.125000 Penalty: 4819.202148
	Iteration 59Q: 3 clusters Score -2021362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2021359.125000 Penalty: 4819.202148
	Iteration 60F: 3 clusters Score -2021359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2021360.000000 Penalty: 4819.202148
	Iteration 61Q: 3 clusters Score -2021360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2021360.000000 Penalty: 4819.202148
	Iteration 62F: 3 clusters Score -2021360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Entering Unmasked Estep 
Score: -6942719.500000 Penalty: 2695.353027
	Iteration 0F: 2 clusters Score -6942720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -6907150.500000 Penalty: 5390.706055
	Iteration 0F: 3 clusters Score -6907150 nChanged 24309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -6920661.500000 Penalty: 5390.706055
	Iteration 1F: 3 clusters Score -6920662 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -6921342.500000 Penalty: 5390.706055
	Iteration 2Q: 3 clusters Score -6921342 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -6922064.000000 Penalty: 5390.706055
	Iteration 3Q: 3 clusters Score -6922064 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -6923013.500000 Penalty: 5390.706055
	Iteration 4Q: 3 clusters Score -6923014 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -6924463.000000 Penalty: 5390.706055
	Iteration 5F: 3 clusters Score -6924463 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6926655.000000 Penalty: 5390.706055
	Iteration 6F: 3 clusters Score -6926655 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -6929542.000000 Penalty: 5390.706055
	Iteration 7F: 3 clusters Score -6929542 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -6932868.000000 Penalty: 5390.706055
	Iteration 8F: 3 clusters Score -6932868 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -6935781.000000 Penalty: 5390.706055
	Iteration 9F: 3 clusters Score -6935781 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6938005.000000 Penalty: 5390.706055
	Iteration 10Q: 3 clusters Score -6938005 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6939392.500000 Penalty: 5390.706055
	Iteration 11Q: 3 clusters Score -6939392 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6940067.000000 Penalty: 5390.706055
	Iteration 12Q: 3 clusters Score -6940067 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6940360.000000 Penalty: 5390.706055
	Iteration 13Q: 3 clusters Score -6940360 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6940523.500000 Penalty: 5390.706055
	Iteration 14Q: 3 clusters Score -6940524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6940613.500000 Penalty: 5390.706055
	Iteration 15Q: 3 clusters Score -6940614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6940664.500000 Penalty: 5390.706055
	Iteration 16Q: 3 clusters Score -6940664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6940695.000000 Penalty: 5390.706055
	Iteration 17Q: 3 clusters Score -6940695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6940707.500000 Penalty: 5390.706055
	Iteration 18Q: 3 clusters Score -6940708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6940729.000000 Penalty: 5390.706055
	Iteration 19Q: 3 clusters Score -6940729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6940735.500000 Penalty: 5390.706055
	Iteration 20F: 3 clusters Score -6940736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6940738.000000 Penalty: 5390.706055
	Iteration 21Q: 3 clusters Score -6940738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6940733.500000 Penalty: 5390.706055
	Iteration 22Q: 3 clusters Score -6940734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6940740.500000 Penalty: 5390.706055
	Iteration 23Q: 3 clusters Score -6940740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6940754.000000 Penalty: 5390.706055
	Iteration 24Q: 3 clusters Score -6940754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6940746.500000 Penalty: 5390.706055
	Iteration 25Q: 3 clusters Score -6940746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6940743.000000 Penalty: 5390.706055
	Iteration 26Q: 3 clusters Score -6940743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6940753.500000 Penalty: 5390.706055
	Iteration 27Q: 3 clusters Score -6940754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6940753.000000 Penalty: 5390.706055
	Iteration 28Q: 3 clusters Score -6940753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6940752.000000 Penalty: 5390.706055
	Iteration 29Q: 3 clusters Score -6940752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6940746.500000 Penalty: 5390.706055
	Iteration 30Q: 3 clusters Score -6940746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6940754.500000 Penalty: 5390.706055
	Iteration 31Q: 3 clusters Score -6940754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6940758.000000 Penalty: 5390.706055
	Iteration 32Q: 3 clusters Score -6940758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6940763.000000 Penalty: 5390.706055
	Iteration 33Q: 3 clusters Score -6940763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6940764.500000 Penalty: 5390.706055
	Iteration 34Q: 3 clusters Score -6940764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6940768.500000 Penalty: 5390.706055
	Iteration 35Q: 3 clusters Score -6940768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6940771.500000 Penalty: 5390.706055
	Iteration 36Q: 3 clusters Score -6940772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6940775.000000 Penalty: 5390.706055
	Iteration 37Q: 3 clusters Score -6940775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6940783.000000 Penalty: 5390.706055
	Iteration 38Q: 3 clusters Score -6940783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6940783.000000 Penalty: 5390.706055
	Iteration 39F: 3 clusters Score -6940783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Entering Unmasked Estep 
Score: -3133375.750000 Penalty: 2503.563965
	Iteration 0F: 2 clusters Score -3133376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3116633.250000 Penalty: 5007.127930
	Iteration 0F: 3 clusters Score -3116633 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3122390.250000 Penalty: 5007.127930
	Iteration 1F: 3 clusters Score -3122390 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3122832.750000 Penalty: 5007.127930
	Iteration 2F: 3 clusters Score -3122833 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3123242.000000 Penalty: 5007.127930
	Iteration 3Q: 3 clusters Score -3123242 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3123738.500000 Penalty: 5007.127930
	Iteration 4Q: 3 clusters Score -3123738 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3124334.500000 Penalty: 5007.127930
	Iteration 5Q: 3 clusters Score -3124334 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3125162.500000 Penalty: 5007.127930
	Iteration 6F: 3 clusters Score -3125162 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3126264.750000 Penalty: 5007.127930
	Iteration 7F: 3 clusters Score -3126265 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3127621.000000 Penalty: 5007.127930
	Iteration 8F: 3 clusters Score -3127621 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3128989.500000 Penalty: 5007.127930
	Iteration 9F: 3 clusters Score -3128990 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3130024.500000 Penalty: 5007.127930
	Iteration 10Q: 3 clusters Score -3130024 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3130604.000000 Penalty: 5007.127930
	Iteration 11Q: 3 clusters Score -3130604 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3130877.000000 Penalty: 5007.127930
	Iteration 12Q: 3 clusters Score -3130877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3131042.250000 Penalty: 5007.127930
	Iteration 13Q: 3 clusters Score -3131042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3131118.500000 Penalty: 5007.127930
	Iteration 14Q: 3 clusters Score -3131118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3131153.000000 Penalty: 5007.127930
	Iteration 15Q: 3 clusters Score -3131153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3131193.250000 Penalty: 5007.127930
	Iteration 16Q: 3 clusters Score -3131193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3131211.000000 Penalty: 5007.127930
	Iteration 17Q: 3 clusters Score -3131211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3131221.750000 Penalty: 5007.127930
	Iteration 18Q: 3 clusters Score -3131222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3131227.500000 Penalty: 5007.127930
	Iteration 19Q: 3 clusters Score -3131228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3131228.250000 Penalty: 5007.127930
	Iteration 20F: 3 clusters Score -3131228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3131241.250000 Penalty: 5007.127930
	Iteration 21Q: 3 clusters Score -3131241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3131247.000000 Penalty: 5007.127930
	Iteration 22Q: 3 clusters Score -3131247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3131247.250000 Penalty: 5007.127930
	Iteration 23Q: 3 clusters Score -3131247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3131249.000000 Penalty: 5007.127930
	Iteration 24Q: 3 clusters Score -3131249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3131250.000000 Penalty: 5007.127930
	Iteration 25Q: 3 clusters Score -3131250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3131252.500000 Penalty: 5007.127930
	Iteration 26Q: 3 clusters Score -3131252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3131256.750000 Penalty: 5007.127930
	Iteration 27Q: 3 clusters Score -3131257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3131256.250000 Penalty: 5007.127930
	Iteration 28Q: 3 clusters Score -3131256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3131258.250000 Penalty: 5007.127930
	Iteration 29Q: 3 clusters Score -3131258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3131258.250000 Penalty: 5007.127930
	Iteration 30F: 3 clusters Score -3131258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -1082883.125000 Penalty: 2235.069336
	Iteration 0F: 2 clusters Score -1082883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1076401.375000 Penalty: 4470.138672
	Iteration 0F: 3 clusters Score -1076401 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1078127.875000 Penalty: 4470.138672
	Iteration 1F: 3 clusters Score -1078128 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1078374.375000 Penalty: 4470.138672
	Iteration 2F: 3 clusters Score -1078374 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1078556.250000 Penalty: 4470.138672
	Iteration 3Q: 3 clusters Score -1078556 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1078686.500000 Penalty: 4470.138672
	Iteration 4Q: 3 clusters Score -1078686 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1078791.375000 Penalty: 4470.138672
	Iteration 5Q: 3 clusters Score -1078791 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1078870.125000 Penalty: 4470.138672
	Iteration 6Q: 3 clusters Score -1078870 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1078947.000000 Penalty: 4470.138672
	Iteration 7Q: 3 clusters Score -1078947 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1079006.250000 Penalty: 4470.138672
	Iteration 8Q: 3 clusters Score -1079006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1079067.000000 Penalty: 4470.138672
	Iteration 9Q: 3 clusters Score -1079067 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1079133.750000 Penalty: 4470.138672
	Iteration 10Q: 3 clusters Score -1079134 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1079212.875000 Penalty: 4470.138672
	Iteration 11Q: 3 clusters Score -1079213 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1079305.375000 Penalty: 4470.138672
	Iteration 12Q: 3 clusters Score -1079305 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1079409.500000 Penalty: 4470.138672
	Iteration 13Q: 3 clusters Score -1079410 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1079539.125000 Penalty: 4470.138672
	Iteration 14Q: 3 clusters Score -1079539 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1079686.000000 Penalty: 4470.138672
	Iteration 15Q: 3 clusters Score -1079686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1079843.125000 Penalty: 4470.138672
	Iteration 16Q: 3 clusters Score -1079843 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1080018.500000 Penalty: 4470.138672
	Iteration 17Q: 3 clusters Score -1080018 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1080197.625000 Penalty: 4470.138672
	Iteration 18Q: 3 clusters Score -1080198 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1080365.125000 Penalty: 4470.138672
	Iteration 19Q: 3 clusters Score -1080365 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1080479.500000 Penalty: 4470.138672
	Iteration 20F: 3 clusters Score -1080480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1080582.000000 Penalty: 4470.138672
	Iteration 21Q: 3 clusters Score -1080582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1080665.000000 Penalty: 4470.138672
	Iteration 22Q: 3 clusters Score -1080665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1080717.500000 Penalty: 4470.138672
	Iteration 23Q: 3 clusters Score -1080718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1080755.000000 Penalty: 4470.138672
	Iteration 24Q: 3 clusters Score -1080755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1080780.875000 Penalty: 4470.138672
	Iteration 25Q: 3 clusters Score -1080781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1080802.375000 Penalty: 4470.138672
	Iteration 26Q: 3 clusters Score -1080802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1080821.125000 Penalty: 4470.138672
	Iteration 27Q: 3 clusters Score -1080821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1080835.375000 Penalty: 4470.138672
	Iteration 28Q: 3 clusters Score -1080835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1080850.375000 Penalty: 4470.138672
	Iteration 29Q: 3 clusters Score -1080850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1080873.000000 Penalty: 4470.138672
	Iteration 30Q: 3 clusters Score -1080873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1080899.375000 Penalty: 4470.138672
	Iteration 31Q: 3 clusters Score -1080899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1080912.875000 Penalty: 4470.138672
	Iteration 32Q: 3 clusters Score -1080913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1080921.750000 Penalty: 4470.138672
	Iteration 33Q: 3 clusters Score -1080922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1080930.000000 Penalty: 4470.138672
	Iteration 34Q: 3 clusters Score -1080930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1080933.625000 Penalty: 4470.138672
	Iteration 35Q: 3 clusters Score -1080934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1080938.500000 Penalty: 4470.138672
	Iteration 36Q: 3 clusters Score -1080938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1080942.125000 Penalty: 4470.138672
	Iteration 37Q: 3 clusters Score -1080942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1080946.250000 Penalty: 4470.138672
	Iteration 38Q: 3 clusters Score -1080946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1080948.500000 Penalty: 4470.138672
	Iteration 39Q: 3 clusters Score -1080948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1080951.125000 Penalty: 4470.138672
	Iteration 40F: 3 clusters Score -1080951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1080952.500000 Penalty: 4470.138672
	Iteration 41Q: 3 clusters Score -1080952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1080951.000000 Penalty: 4470.138672
	Iteration 42Q: 3 clusters Score -1080951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1080952.125000 Penalty: 4470.138672
	Iteration 43Q: 3 clusters Score -1080952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1080952.125000 Penalty: 4470.138672
	Iteration 44F: 3 clusters Score -1080952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -691217.937500 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -691217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -686311.875000 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -686311.9 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -687657.812500 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -687657.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -688037.687500 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -688037.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -688317.562500 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -688317.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -688521.000000 Penalty: 4279.408691
	Iteration 4F: 3 clusters Score -688521 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -688711.437500 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -688711.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -688897.875000 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -688897.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -689081.000000 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -689081 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -689295.875000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -689295.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -689481.312500 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -689481.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -689638.750000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -689638.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -689764.562500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -689764.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -689870.937500 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -689870.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -689972.937500 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -689972.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -690063.812500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -690063.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -690125.062500 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -690125.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -690166.125000 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -690166.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -690199.125000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -690199.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -690225.375000 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -690225.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -690242.312500 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -690242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -690251.312500 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -690251.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -690264.687500 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -690264.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -690275.000000 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -690275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -690280.375000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -690280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -690282.687500 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -690282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -690285.937500 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -690285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -690288.812500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -690288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -690289.750000 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -690289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -690290.937500 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -690290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -690290.750000 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -690290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -690290.625000 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -690290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -690290.625000 Penalty: 4279.408691
	Iteration 31F: 3 clusters Score -690290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -564093.937500 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -564093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -559985.750000 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -559985.8 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -561057.750000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -561057.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -561432.250000 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -561432.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -561786.062500 Penalty: 4165.052246
	Iteration 3F: 3 clusters Score -561786.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -562074.375000 Penalty: 4165.052246
	Iteration 4F: 3 clusters Score -562074.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -562303.875000 Penalty: 4165.052246
	Iteration 5F: 3 clusters Score -562303.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -562492.875000 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -562492.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -562601.687500 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -562601.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -562663.062500 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -562663.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -562695.125000 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -562695.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -562716.000000 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -562716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -562728.937500 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -562728.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -562735.875000 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -562735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -562742.562500 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -562742.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -562747.500000 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -562747.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -562753.875000 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -562753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -562757.937500 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -562757.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -562761.250000 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -562761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -562762.500000 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -562762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -562764.500000 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -562764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -562766.625000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -562766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -562766.875000 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -562766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -562768.625000 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -562768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -562768.375000 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -562768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -562769.875000 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -562769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -562770.437500 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -562770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -562772.062500 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -562772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -562772.687500 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -562772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -562771.625000 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -562771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -562772.062500 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -562772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -562772.875000 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -562772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -562772.875000 Penalty: 4165.052246
	Iteration 31F: 3 clusters Score -562772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Entering Unmasked Estep 
Score: -1331992.500000 Penalty: 2307.936768
	Iteration 0F: 2 clusters Score -1331992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1323663.125000 Penalty: 4615.873535
	Iteration 0F: 3 clusters Score -1323663 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1326384.250000 Penalty: 4615.873535
	Iteration 1F: 3 clusters Score -1326384 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1326975.750000 Penalty: 4615.873535
	Iteration 2F: 3 clusters Score -1326976 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1327511.250000 Penalty: 4615.873535
	Iteration 3F: 3 clusters Score -1327511 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1327942.625000 Penalty: 4615.873535
	Iteration 4F: 3 clusters Score -1327943 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1328251.125000 Penalty: 4615.873535
	Iteration 5F: 3 clusters Score -1328251 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1328462.500000 Penalty: 4615.873535
	Iteration 6Q: 3 clusters Score -1328462 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1328621.750000 Penalty: 4615.873535
	Iteration 7Q: 3 clusters Score -1328622 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1328757.125000 Penalty: 4615.873535
	Iteration 8Q: 3 clusters Score -1328757 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1328866.375000 Penalty: 4615.873535
	Iteration 9Q: 3 clusters Score -1328866 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1328968.750000 Penalty: 4615.873535
	Iteration 10Q: 3 clusters Score -1328969 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1329064.125000 Penalty: 4615.873535
	Iteration 11Q: 3 clusters Score -1329064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1329129.000000 Penalty: 4615.873535
	Iteration 12Q: 3 clusters Score -1329129 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1329177.375000 Penalty: 4615.873535
	Iteration 13Q: 3 clusters Score -1329177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1329229.875000 Penalty: 4615.873535
	Iteration 14Q: 3 clusters Score -1329230 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1329273.875000 Penalty: 4615.873535
	Iteration 15Q: 3 clusters Score -1329274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1329322.625000 Penalty: 4615.873535
	Iteration 16Q: 3 clusters Score -1329323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1329358.875000 Penalty: 4615.873535
	Iteration 17Q: 3 clusters Score -1329359 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1329393.125000 Penalty: 4615.873535
	Iteration 18Q: 3 clusters Score -1329393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1329412.625000 Penalty: 4615.873535
	Iteration 19Q: 3 clusters Score -1329413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1329446.875000 Penalty: 4615.873535
	Iteration 20F: 3 clusters Score -1329447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1329475.375000 Penalty: 4615.873535
	Iteration 21Q: 3 clusters Score -1329475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1329498.125000 Penalty: 4615.873535
	Iteration 22Q: 3 clusters Score -1329498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1329515.500000 Penalty: 4615.873535
	Iteration 23Q: 3 clusters Score -1329516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1329530.375000 Penalty: 4615.873535
	Iteration 24Q: 3 clusters Score -1329530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1329542.500000 Penalty: 4615.873535
	Iteration 25Q: 3 clusters Score -1329542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1329558.875000 Penalty: 4615.873535
	Iteration 26Q: 3 clusters Score -1329559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1329578.875000 Penalty: 4615.873535
	Iteration 27Q: 3 clusters Score -1329579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1329595.125000 Penalty: 4615.873535
	Iteration 28Q: 3 clusters Score -1329595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1329616.750000 Penalty: 4615.873535
	Iteration 29Q: 3 clusters Score -1329617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1329644.875000 Penalty: 4615.873535
	Iteration 30Q: 3 clusters Score -1329645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1329668.500000 Penalty: 4615.873535
	Iteration 31Q: 3 clusters Score -1329668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1329700.375000 Penalty: 4615.873535
	Iteration 32Q: 3 clusters Score -1329700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1329736.875000 Penalty: 4615.873535
	Iteration 33Q: 3 clusters Score -1329737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1329775.875000 Penalty: 4615.873535
	Iteration 34Q: 3 clusters Score -1329776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1329826.375000 Penalty: 4615.873535
	Iteration 35Q: 3 clusters Score -1329826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1329871.750000 Penalty: 4615.873535
	Iteration 36Q: 3 clusters Score -1329872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1329899.500000 Penalty: 4615.873535
	Iteration 37Q: 3 clusters Score -1329900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1329922.250000 Penalty: 4615.873535
	Iteration 38Q: 3 clusters Score -1329922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1329940.125000 Penalty: 4615.873535
	Iteration 39Q: 3 clusters Score -1329940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1329954.500000 Penalty: 4615.873535
	Iteration 40F: 3 clusters Score -1329954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1329958.375000 Penalty: 4615.873535
	Iteration 41Q: 3 clusters Score -1329958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1329958.375000 Penalty: 4615.873535
	Iteration 42Q: 3 clusters Score -1329958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1329960.000000 Penalty: 4615.873535
	Iteration 43Q: 3 clusters Score -1329960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1329963.125000 Penalty: 4615.873535
	Iteration 44Q: 3 clusters Score -1329963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1329963.625000 Penalty: 4615.873535
	Iteration 45Q: 3 clusters Score -1329964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1329964.375000 Penalty: 4615.873535
	Iteration 46Q: 3 clusters Score -1329964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1329963.875000 Penalty: 4615.873535
	Iteration 47Q: 3 clusters Score -1329964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1329970.125000 Penalty: 4615.873535
	Iteration 48Q: 3 clusters Score -1329970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1329976.250000 Penalty: 4615.873535
	Iteration 49Q: 3 clusters Score -1329976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1329975.000000 Penalty: 4615.873535
	Iteration 50Q: 3 clusters Score -1329975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1329976.000000 Penalty: 4615.873535
	Iteration 51Q: 3 clusters Score -1329976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1329981.375000 Penalty: 4615.873535
	Iteration 52Q: 3 clusters Score -1329981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1329981.875000 Penalty: 4615.873535
	Iteration 53Q: 3 clusters Score -1329982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1329982.875000 Penalty: 4615.873535
	Iteration 54Q: 3 clusters Score -1329983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1329984.750000 Penalty: 4615.873535
	Iteration 55Q: 3 clusters Score -1329985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1329984.125000 Penalty: 4615.873535
	Iteration 56Q: 3 clusters Score -1329984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1329986.875000 Penalty: 4615.873535
	Iteration 57Q: 3 clusters Score -1329987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1329986.250000 Penalty: 4615.873535
	Iteration 58Q: 3 clusters Score -1329986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1329988.125000 Penalty: 4615.873535
	Iteration 59Q: 3 clusters Score -1329988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1329986.750000 Penalty: 4615.873535
	Iteration 60F: 3 clusters Score -1329987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Entering Unmasked Estep 
Score: -3858596.750000 Penalty: 2552.393311
	Iteration 0F: 2 clusters Score -3858597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3838170.750000 Penalty: 5104.786621
	Iteration 0F: 3 clusters Score -3838171 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3845421.000000 Penalty: 5104.786621
	Iteration 1F: 3 clusters Score -3845421 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3845934.250000 Penalty: 5104.786621
	Iteration 2F: 3 clusters Score -3845934 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3846373.000000 Penalty: 5104.786621
	Iteration 3Q: 3 clusters Score -3846373 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3846703.250000 Penalty: 5104.786621
	Iteration 4Q: 3 clusters Score -3846703 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3846962.750000 Penalty: 5104.786621
	Iteration 5Q: 3 clusters Score -3846963 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3847212.000000 Penalty: 5104.786621
	Iteration 6Q: 3 clusters Score -3847212 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3847421.500000 Penalty: 5104.786621
	Iteration 7Q: 3 clusters Score -3847422 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3847655.000000 Penalty: 5104.786621
	Iteration 8Q: 3 clusters Score -3847655 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3847879.750000 Penalty: 5104.786621
	Iteration 9Q: 3 clusters Score -3847880 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3848089.500000 Penalty: 5104.786621
	Iteration 10Q: 3 clusters Score -3848090 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3848335.000000 Penalty: 5104.786621
	Iteration 11Q: 3 clusters Score -3848335 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3848584.750000 Penalty: 5104.786621
	Iteration 12Q: 3 clusters Score -3848585 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3848848.750000 Penalty: 5104.786621
	Iteration 13Q: 3 clusters Score -3848849 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3849205.750000 Penalty: 5104.786621
	Iteration 14Q: 3 clusters Score -3849206 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3849574.250000 Penalty: 5104.786621
	Iteration 15Q: 3 clusters Score -3849574 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3849985.250000 Penalty: 5104.786621
	Iteration 16Q: 3 clusters Score -3849985 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -3850433.750000 Penalty: 5104.786621
	Iteration 17Q: 3 clusters Score -3850434 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3850871.750000 Penalty: 5104.786621
	Iteration 18Q: 3 clusters Score -3850872 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3851252.500000 Penalty: 5104.786621
	Iteration 19Q: 3 clusters Score -3851252 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3851549.250000 Penalty: 5104.786621
	Iteration 20F: 3 clusters Score -3851549 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3851742.750000 Penalty: 5104.786621
	Iteration 21Q: 3 clusters Score -3851743 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3851864.500000 Penalty: 5104.786621
	Iteration 22Q: 3 clusters Score -3851864 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3851971.250000 Penalty: 5104.786621
	Iteration 23Q: 3 clusters Score -3851971 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3852068.500000 Penalty: 5104.786621
	Iteration 24Q: 3 clusters Score -3852068 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3852143.500000 Penalty: 5104.786621
	Iteration 25Q: 3 clusters Score -3852144 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3852208.750000 Penalty: 5104.786621
	Iteration 26Q: 3 clusters Score -3852209 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3852284.000000 Penalty: 5104.786621
	Iteration 27Q: 3 clusters Score -3852284 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3852344.750000 Penalty: 5104.786621
	Iteration 28Q: 3 clusters Score -3852345 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3852389.500000 Penalty: 5104.786621
	Iteration 29Q: 3 clusters Score -3852390 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3852459.000000 Penalty: 5104.786621
	Iteration 30Q: 3 clusters Score -3852459 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3852529.000000 Penalty: 5104.786621
	Iteration 31Q: 3 clusters Score -3852529 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3852619.500000 Penalty: 5104.786621
	Iteration 32Q: 3 clusters Score -3852620 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3852724.000000 Penalty: 5104.786621
	Iteration 33Q: 3 clusters Score -3852724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3852836.500000 Penalty: 5104.786621
	Iteration 34Q: 3 clusters Score -3852836 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3852931.000000 Penalty: 5104.786621
	Iteration 35Q: 3 clusters Score -3852931 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3853076.250000 Penalty: 5104.786621
	Iteration 36Q: 3 clusters Score -3853076 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3853222.750000 Penalty: 5104.786621
	Iteration 37Q: 3 clusters Score -3853223 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3853358.500000 Penalty: 5104.786621
	Iteration 38Q: 3 clusters Score -3853358 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3853527.000000 Penalty: 5104.786621
	Iteration 39Q: 3 clusters Score -3853527 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3853728.750000 Penalty: 5104.786621
	Iteration 40F: 3 clusters Score -3853729 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3853936.500000 Penalty: 5104.786621
	Iteration 41Q: 3 clusters Score -3853936 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3854155.000000 Penalty: 5104.786621
	Iteration 42Q: 3 clusters Score -3854155 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3854384.750000 Penalty: 5104.786621
	Iteration 43Q: 3 clusters Score -3854385 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3854630.500000 Penalty: 5104.786621
	Iteration 44Q: 3 clusters Score -3854630 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3854863.250000 Penalty: 5104.786621
	Iteration 45Q: 3 clusters Score -3854863 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3855104.250000 Penalty: 5104.786621
	Iteration 46Q: 3 clusters Score -3855104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3855338.750000 Penalty: 5104.786621
	Iteration 47Q: 3 clusters Score -3855339 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3855551.000000 Penalty: 5104.786621
	Iteration 48Q: 3 clusters Score -3855551 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3855703.750000 Penalty: 5104.786621
	Iteration 49Q: 3 clusters Score -3855704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3855835.250000 Penalty: 5104.786621
	Iteration 50Q: 3 clusters Score -3855835 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3855923.750000 Penalty: 5104.786621
	Iteration 51Q: 3 clusters Score -3855924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3856008.250000 Penalty: 5104.786621
	Iteration 52Q: 3 clusters Score -3856008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3856061.500000 Penalty: 5104.786621
	Iteration 53Q: 3 clusters Score -3856062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3856118.750000 Penalty: 5104.786621
	Iteration 54Q: 3 clusters Score -3856119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3856170.000000 Penalty: 5104.786621
	Iteration 55Q: 3 clusters Score -3856170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3856204.750000 Penalty: 5104.786621
	Iteration 56Q: 3 clusters Score -3856205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3856232.000000 Penalty: 5104.786621
	Iteration 57Q: 3 clusters Score -3856232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3856260.250000 Penalty: 5104.786621
	Iteration 58Q: 3 clusters Score -3856260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3856280.500000 Penalty: 5104.786621
	Iteration 59Q: 3 clusters Score -3856280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3856294.000000 Penalty: 5104.786621
	Iteration 60F: 3 clusters Score -3856294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3856309.000000 Penalty: 5104.786621
	Iteration 61Q: 3 clusters Score -3856309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3856313.250000 Penalty: 5104.786621
	Iteration 62Q: 3 clusters Score -3856313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3856328.000000 Penalty: 5104.786621
	Iteration 63Q: 3 clusters Score -3856328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3856338.000000 Penalty: 5104.786621
	Iteration 64Q: 3 clusters Score -3856338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3856348.000000 Penalty: 5104.786621
	Iteration 65Q: 3 clusters Score -3856348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3856360.750000 Penalty: 5104.786621
	Iteration 66Q: 3 clusters Score -3856361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3856364.750000 Penalty: 5104.786621
	Iteration 67Q: 3 clusters Score -3856365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3856368.000000 Penalty: 5104.786621
	Iteration 68Q: 3 clusters Score -3856368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3856366.250000 Penalty: 5104.786621
	Iteration 69Q: 3 clusters Score -3856366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3856371.500000 Penalty: 5104.786621
	Iteration 70Q: 3 clusters Score -3856372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3856373.250000 Penalty: 5104.786621
	Iteration 71Q: 3 clusters Score -3856373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3856376.500000 Penalty: 5104.786621
	Iteration 72Q: 3 clusters Score -3856376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3856377.000000 Penalty: 5104.786621
	Iteration 73Q: 3 clusters Score -3856377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3856373.500000 Penalty: 5104.786621
	Iteration 74Q: 3 clusters Score -3856374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3856375.750000 Penalty: 5104.786621
	Iteration 75Q: 3 clusters Score -3856376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3856378.500000 Penalty: 5104.786621
	Iteration 76Q: 3 clusters Score -3856378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3856379.000000 Penalty: 5104.786621
	Iteration 77Q: 3 clusters Score -3856379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3856382.500000 Penalty: 5104.786621
	Iteration 78Q: 3 clusters Score -3856382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3856385.500000 Penalty: 5104.786621
	Iteration 79Q: 3 clusters Score -3856386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3856385.000000 Penalty: 5104.786621
	Iteration 80F: 3 clusters Score -3856385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -534986.875000 Penalty: 2061.774658
	Iteration 0F: 2 clusters Score -534986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -531003.625000 Penalty: 4123.549316
	Iteration 0F: 3 clusters Score -531003.6 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -531851.125000 Penalty: 4123.549316
	Iteration 1F: 3 clusters Score -531851.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -532057.875000 Penalty: 4123.549316
	Iteration 2F: 3 clusters Score -532057.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -532196.812500 Penalty: 4123.549316
	Iteration 3F: 3 clusters Score -532196.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -532280.312500 Penalty: 4123.549316
	Iteration 4Q: 3 clusters Score -532280.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -532333.750000 Penalty: 4123.549316
	Iteration 5Q: 3 clusters Score -532333.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -532377.375000 Penalty: 4123.549316
	Iteration 6Q: 3 clusters Score -532377.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -532415.750000 Penalty: 4123.549316
	Iteration 7Q: 3 clusters Score -532415.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -532456.000000 Penalty: 4123.549316
	Iteration 8Q: 3 clusters Score -532456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -532489.562500 Penalty: 4123.549316
	Iteration 9Q: 3 clusters Score -532489.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -532520.312500 Penalty: 4123.549316
	Iteration 10Q: 3 clusters Score -532520.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -532550.562500 Penalty: 4123.549316
	Iteration 11Q: 3 clusters Score -532550.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -532572.250000 Penalty: 4123.549316
	Iteration 12Q: 3 clusters Score -532572.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -532589.562500 Penalty: 4123.549316
	Iteration 13Q: 3 clusters Score -532589.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -532606.750000 Penalty: 4123.549316
	Iteration 14Q: 3 clusters Score -532606.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -532625.250000 Penalty: 4123.549316
	Iteration 15Q: 3 clusters Score -532625.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -532638.250000 Penalty: 4123.549316
	Iteration 16Q: 3 clusters Score -532638.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -532655.250000 Penalty: 4123.549316
	Iteration 17Q: 3 clusters Score -532655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -532666.437500 Penalty: 4123.549316
	Iteration 18Q: 3 clusters Score -532666.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -532674.312500 Penalty: 4123.549316
	Iteration 19Q: 3 clusters Score -532674.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -532683.750000 Penalty: 4123.549316
	Iteration 20F: 3 clusters Score -532683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -532693.562500 Penalty: 4123.549316
	Iteration 21Q: 3 clusters Score -532693.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -532697.000000 Penalty: 4123.549316
	Iteration 22Q: 3 clusters Score -532697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -532704.750000 Penalty: 4123.549316
	Iteration 23Q: 3 clusters Score -532704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -532710.000000 Penalty: 4123.549316
	Iteration 24Q: 3 clusters Score -532710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -532712.625000 Penalty: 4123.549316
	Iteration 25Q: 3 clusters Score -532712.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -532719.375000 Penalty: 4123.549316
	Iteration 26Q: 3 clusters Score -532719.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -532725.812500 Penalty: 4123.549316
	Iteration 27Q: 3 clusters Score -532725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -532732.125000 Penalty: 4123.549316
	Iteration 28Q: 3 clusters Score -532732.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -532747.625000 Penalty: 4123.549316
	Iteration 29Q: 3 clusters Score -532747.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -532760.687500 Penalty: 4123.549316
	Iteration 30Q: 3 clusters Score -532760.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -532772.375000 Penalty: 4123.549316
	Iteration 31Q: 3 clusters Score -532772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -532783.500000 Penalty: 4123.549316
	Iteration 32Q: 3 clusters Score -532783.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -532795.937500 Penalty: 4123.549316
	Iteration 33Q: 3 clusters Score -532795.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -532807.875000 Penalty: 4123.549316
	Iteration 34Q: 3 clusters Score -532807.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -532819.062500 Penalty: 4123.549316
	Iteration 35Q: 3 clusters Score -532819.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -532827.687500 Penalty: 4123.549316
	Iteration 36Q: 3 clusters Score -532827.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -532838.000000 Penalty: 4123.549316
	Iteration 37Q: 3 clusters Score -532838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -532845.437500 Penalty: 4123.549316
	Iteration 38Q: 3 clusters Score -532845.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -532852.812500 Penalty: 4123.549316
	Iteration 39Q: 3 clusters Score -532852.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -532859.875000 Penalty: 4123.549316
	Iteration 40F: 3 clusters Score -532859.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -532868.000000 Penalty: 4123.549316
	Iteration 41Q: 3 clusters Score -532868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -532877.250000 Penalty: 4123.549316
	Iteration 42Q: 3 clusters Score -532877.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -532882.375000 Penalty: 4123.549316
	Iteration 43Q: 3 clusters Score -532882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -532885.500000 Penalty: 4123.549316
	Iteration 44Q: 3 clusters Score -532885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -532889.875000 Penalty: 4123.549316
	Iteration 45Q: 3 clusters Score -532889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -532891.812500 Penalty: 4123.549316
	Iteration 46Q: 3 clusters Score -532891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -532894.187500 Penalty: 4123.549316
	Iteration 47Q: 3 clusters Score -532894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -532896.875000 Penalty: 4123.549316
	Iteration 48Q: 3 clusters Score -532896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -532899.937500 Penalty: 4123.549316
	Iteration 49Q: 3 clusters Score -532899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -532903.625000 Penalty: 4123.549316
	Iteration 50Q: 3 clusters Score -532903.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -532905.625000 Penalty: 4123.549316
	Iteration 51Q: 3 clusters Score -532905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -532907.812500 Penalty: 4123.549316
	Iteration 52Q: 3 clusters Score -532907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -532908.750000 Penalty: 4123.549316
	Iteration 53Q: 3 clusters Score -532908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -532910.437500 Penalty: 4123.549316
	Iteration 54Q: 3 clusters Score -532910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -532912.562500 Penalty: 4123.549316
	Iteration 55Q: 3 clusters Score -532912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -532912.312500 Penalty: 4123.549316
	Iteration 56Q: 3 clusters Score -532912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -532914.750000 Penalty: 4123.549316
	Iteration 57Q: 3 clusters Score -532914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -532914.937500 Penalty: 4123.549316
	Iteration 58Q: 3 clusters Score -532914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -532915.562500 Penalty: 4123.549316
	Iteration 59Q: 3 clusters Score -532915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -532915.500000 Penalty: 4123.549316
	Iteration 60F: 3 clusters Score -532915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -532916.562500 Penalty: 4123.549316
	Iteration 61Q: 3 clusters Score -532916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -532917.250000 Penalty: 4123.549316
	Iteration 62Q: 3 clusters Score -532917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -532917.812500 Penalty: 4123.549316
	Iteration 63Q: 3 clusters Score -532917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -532917.562500 Penalty: 4123.549316
	Iteration 64Q: 3 clusters Score -532917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -532918.687500 Penalty: 4123.549316
	Iteration 65Q: 3 clusters Score -532918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -532920.125000 Penalty: 4123.549316
	Iteration 66Q: 3 clusters Score -532920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -532922.125000 Penalty: 4123.549316
	Iteration 67Q: 3 clusters Score -532922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -532923.812500 Penalty: 4123.549316
	Iteration 68Q: 3 clusters Score -532923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -532925.937500 Penalty: 4123.549316
	Iteration 69Q: 3 clusters Score -532925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -532926.562500 Penalty: 4123.549316
	Iteration 70Q: 3 clusters Score -532926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -532928.062500 Penalty: 4123.549316
	Iteration 71Q: 3 clusters Score -532928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -532929.250000 Penalty: 4123.549316
	Iteration 72Q: 3 clusters Score -532929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -532929.000000 Penalty: 4123.549316
	Iteration 73Q: 3 clusters Score -532929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -532929.000000 Penalty: 4123.549316
	Iteration 74F: 3 clusters Score -532929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Entering Unmasked Estep 
Score: -6365402.500000 Penalty: 2679.506348
	Iteration 0F: 2 clusters Score -6365402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -6332443.500000 Penalty: 5359.012695
	Iteration 0F: 3 clusters Score -6332444 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6344814.000000 Penalty: 5359.012695
	Iteration 1F: 3 clusters Score -6344814 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -6345511.500000 Penalty: 5359.012695
	Iteration 2Q: 3 clusters Score -6345512 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -6346232.500000 Penalty: 5359.012695
	Iteration 3Q: 3 clusters Score -6346232 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6347151.500000 Penalty: 5359.012695
	Iteration 4Q: 3 clusters Score -6347152 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6348290.500000 Penalty: 5359.012695
	Iteration 5Q: 3 clusters Score -6348290 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6349714.000000 Penalty: 5359.012695
	Iteration 6F: 3 clusters Score -6349714 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -6351538.000000 Penalty: 5359.012695
	Iteration 7F: 3 clusters Score -6351538 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6353794.000000 Penalty: 5359.012695
	Iteration 8F: 3 clusters Score -6353794 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -6356308.000000 Penalty: 5359.012695
	Iteration 9F: 3 clusters Score -6356308 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -6358921.000000 Penalty: 5359.012695
	Iteration 10F: 3 clusters Score -6358921 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -6361142.000000 Penalty: 5359.012695
	Iteration 11Q: 3 clusters Score -6361142 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6362696.500000 Penalty: 5359.012695
	Iteration 12Q: 3 clusters Score -6362696 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -6363565.500000 Penalty: 5359.012695
	Iteration 13Q: 3 clusters Score -6363566 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6363866.500000 Penalty: 5359.012695
	Iteration 14Q: 3 clusters Score -6363866 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -6363994.500000 Penalty: 5359.012695
	Iteration 15Q: 3 clusters Score -6363994 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -6364073.500000 Penalty: 5359.012695
	Iteration 16Q: 3 clusters Score -6364074 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -6364129.000000 Penalty: 5359.012695
	Iteration 17Q: 3 clusters Score -6364129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -6364156.500000 Penalty: 5359.012695
	Iteration 18Q: 3 clusters Score -6364156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -6364166.000000 Penalty: 5359.012695
	Iteration 19Q: 3 clusters Score -6364166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6364190.500000 Penalty: 5359.012695
	Iteration 20F: 3 clusters Score -6364190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -6364230.500000 Penalty: 5359.012695
	Iteration 21Q: 3 clusters Score -6364230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -6364220.000000 Penalty: 5359.012695
	Iteration 22Q: 3 clusters Score -6364220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6364213.000000 Penalty: 5359.012695
	Iteration 23Q: 3 clusters Score -6364213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -6364239.000000 Penalty: 5359.012695
	Iteration 24Q: 3 clusters Score -6364239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -6364248.000000 Penalty: 5359.012695
	Iteration 25Q: 3 clusters Score -6364248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -6364245.000000 Penalty: 5359.012695
	Iteration 26Q: 3 clusters Score -6364245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -6364247.000000 Penalty: 5359.012695
	Iteration 27Q: 3 clusters Score -6364247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -6364253.000000 Penalty: 5359.012695
	Iteration 28Q: 3 clusters Score -6364253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -6364263.500000 Penalty: 5359.012695
	Iteration 29Q: 3 clusters Score -6364264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -6364270.000000 Penalty: 5359.012695
	Iteration 30Q: 3 clusters Score -6364270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6364261.500000 Penalty: 5359.012695
	Iteration 31Q: 3 clusters Score -6364262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -6364268.000000 Penalty: 5359.012695
	Iteration 32Q: 3 clusters Score -6364268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -6364260.000000 Penalty: 5359.012695
	Iteration 33Q: 3 clusters Score -6364260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -6364267.000000 Penalty: 5359.012695
	Iteration 34Q: 3 clusters Score -6364267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6364279.000000 Penalty: 5359.012695
	Iteration 35Q: 3 clusters Score -6364279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -6364278.500000 Penalty: 5359.012695
	Iteration 36Q: 3 clusters Score -6364278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -6364271.000000 Penalty: 5359.012695
	Iteration 37Q: 3 clusters Score -6364271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6364274.000000 Penalty: 5359.012695
	Iteration 38Q: 3 clusters Score -6364274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6364276.500000 Penalty: 5359.012695
	Iteration 39Q: 3 clusters Score -6364276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -6364273.000000 Penalty: 5359.012695
	Iteration 40F: 3 clusters Score -6364273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6364274.000000 Penalty: 5359.012695
	Iteration 41Q: 3 clusters Score -6364274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -6364279.500000 Penalty: 5359.012695
	Iteration 42Q: 3 clusters Score -6364280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -6364277.000000 Penalty: 5359.012695
	Iteration 43Q: 3 clusters Score -6364277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -6364277.000000 Penalty: 5359.012695
	Iteration 44F: 3 clusters Score -6364277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -673193.187500 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -673193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -668571.625000 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -668571.6 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -669790.875000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -669790.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -670158.312500 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -670158.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -670469.875000 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -670469.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -670761.437500 Penalty: 4250.425781
	Iteration 4F: 3 clusters Score -670761.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -671085.875000 Penalty: 4250.425781
	Iteration 5F: 3 clusters Score -671085.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -671353.187500 Penalty: 4250.425781
	Iteration 6F: 3 clusters Score -671353.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -671557.687500 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -671557.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -671745.062500 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -671745.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -671856.687500 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -671856.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -671909.250000 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -671909.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -671943.062500 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -671943.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -671964.437500 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -671964.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -671975.812500 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -671975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -671984.875000 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -671984.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -671991.437500 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -671991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -671992.437500 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -671992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -671993.625000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -671993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -671996.312500 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -671996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -671998.000000 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -671998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -672002.000000 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -672002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -672003.062500 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -672003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -672005.750000 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -672005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -672006.687500 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -672006.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -672007.437500 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -672007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -672008.062500 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -672008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -672008.437500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -672008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -672008.625000 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -672008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -672008.625000 Penalty: 4250.425781
	Iteration 28F: 3 clusters Score -672008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Entering Unmasked Estep 
Score: -923407.812500 Penalty: 2207.234619
	Iteration 0F: 2 clusters Score -923407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -917470.187500 Penalty: 4414.469238
	Iteration 0F: 3 clusters Score -917470.2 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -919251.437500 Penalty: 4414.469238
	Iteration 1F: 3 clusters Score -919251.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -919740.687500 Penalty: 4414.469238
	Iteration 2F: 3 clusters Score -919740.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -920252.125000 Penalty: 4414.469238
	Iteration 3F: 3 clusters Score -920252.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -920757.750000 Penalty: 4414.469238
	Iteration 4F: 3 clusters Score -920757.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -921140.500000 Penalty: 4414.469238
	Iteration 5F: 3 clusters Score -921140.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -921421.500000 Penalty: 4414.469238
	Iteration 6F: 3 clusters Score -921421.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -921610.125000 Penalty: 4414.469238
	Iteration 7Q: 3 clusters Score -921610.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -921741.187500 Penalty: 4414.469238
	Iteration 8Q: 3 clusters Score -921741.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -921822.062500 Penalty: 4414.469238
	Iteration 9Q: 3 clusters Score -921822.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -921873.312500 Penalty: 4414.469238
	Iteration 10Q: 3 clusters Score -921873.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -921910.187500 Penalty: 4414.469238
	Iteration 11Q: 3 clusters Score -921910.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -921943.437500 Penalty: 4414.469238
	Iteration 12Q: 3 clusters Score -921943.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -921970.437500 Penalty: 4414.469238
	Iteration 13Q: 3 clusters Score -921970.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -921991.500000 Penalty: 4414.469238
	Iteration 14Q: 3 clusters Score -921991.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -922004.625000 Penalty: 4414.469238
	Iteration 15Q: 3 clusters Score -922004.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -922016.750000 Penalty: 4414.469238
	Iteration 16Q: 3 clusters Score -922016.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -922022.562500 Penalty: 4414.469238
	Iteration 17Q: 3 clusters Score -922022.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -922030.875000 Penalty: 4414.469238
	Iteration 18Q: 3 clusters Score -922030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -922040.250000 Penalty: 4414.469238
	Iteration 19Q: 3 clusters Score -922040.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -922044.187500 Penalty: 4414.469238
	Iteration 20F: 3 clusters Score -922044.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -922048.187500 Penalty: 4414.469238
	Iteration 21Q: 3 clusters Score -922048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -922051.312500 Penalty: 4414.469238
	Iteration 22Q: 3 clusters Score -922051.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -922055.125000 Penalty: 4414.469238
	Iteration 23Q: 3 clusters Score -922055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -922056.187500 Penalty: 4414.469238
	Iteration 24Q: 3 clusters Score -922056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -922058.500000 Penalty: 4414.469238
	Iteration 25Q: 3 clusters Score -922058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -922062.250000 Penalty: 4414.469238
	Iteration 26Q: 3 clusters Score -922062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -922065.187500 Penalty: 4414.469238
	Iteration 27Q: 3 clusters Score -922065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -922065.312500 Penalty: 4414.469238
	Iteration 28Q: 3 clusters Score -922065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -922071.937500 Penalty: 4414.469238
	Iteration 29Q: 3 clusters Score -922071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -922074.750000 Penalty: 4414.469238
	Iteration 30Q: 3 clusters Score -922074.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -922082.250000 Penalty: 4414.469238
	Iteration 31Q: 3 clusters Score -922082.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -922084.437500 Penalty: 4414.469238
	Iteration 32Q: 3 clusters Score -922084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -922091.250000 Penalty: 4414.469238
	Iteration 33Q: 3 clusters Score -922091.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -922098.187500 Penalty: 4414.469238
	Iteration 34Q: 3 clusters Score -922098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -922100.875000 Penalty: 4414.469238
	Iteration 35Q: 3 clusters Score -922100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -922102.250000 Penalty: 4414.469238
	Iteration 36Q: 3 clusters Score -922102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -922102.875000 Penalty: 4414.469238
	Iteration 37Q: 3 clusters Score -922102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -922106.062500 Penalty: 4414.469238
	Iteration 38Q: 3 clusters Score -922106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -922108.187500 Penalty: 4414.469238
	Iteration 39Q: 3 clusters Score -922108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -922112.562500 Penalty: 4414.469238
	Iteration 40F: 3 clusters Score -922112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -922116.750000 Penalty: 4414.469238
	Iteration 41Q: 3 clusters Score -922116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -922124.750000 Penalty: 4414.469238
	Iteration 42Q: 3 clusters Score -922124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -922126.937500 Penalty: 4414.469238
	Iteration 43Q: 3 clusters Score -922126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -922130.500000 Penalty: 4414.469238
	Iteration 44Q: 3 clusters Score -922130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -922135.687500 Penalty: 4414.469238
	Iteration 45Q: 3 clusters Score -922135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -922136.062500 Penalty: 4414.469238
	Iteration 46Q: 3 clusters Score -922136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -922138.687500 Penalty: 4414.469238
	Iteration 47Q: 3 clusters Score -922138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -922141.812500 Penalty: 4414.469238
	Iteration 48Q: 3 clusters Score -922141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -922140.812500 Penalty: 4414.469238
	Iteration 49Q: 3 clusters Score -922140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -922143.500000 Penalty: 4414.469238
	Iteration 50Q: 3 clusters Score -922143.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -922145.625000 Penalty: 4414.469238
	Iteration 51Q: 3 clusters Score -922145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -922147.125000 Penalty: 4414.469238
	Iteration 52Q: 3 clusters Score -922147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -922149.000000 Penalty: 4414.469238
	Iteration 53Q: 3 clusters Score -922149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -922148.875000 Penalty: 4414.469238
	Iteration 54Q: 3 clusters Score -922148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -922148.937500 Penalty: 4414.469238
	Iteration 55Q: 3 clusters Score -922148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -922148.937500 Penalty: 4414.469238
	Iteration 56F: 3 clusters Score -922148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -532574.250000 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -532574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -528384.562500 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -528384.6 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -529640.187500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -529640.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -530186.937500 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -530186.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -530696.250000 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -530696.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -531186.875000 Penalty: 4181.442383
	Iteration 4F: 3 clusters Score -531186.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -531661.875000 Penalty: 4181.442383
	Iteration 5F: 3 clusters Score -531661.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -531986.312500 Penalty: 4181.442383
	Iteration 6F: 3 clusters Score -531986.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -532221.750000 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -532221.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -532397.437500 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -532397.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -532535.250000 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -532535.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -532639.375000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -532639.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -532716.500000 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -532716.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -532756.875000 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -532756.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -532781.312500 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -532781.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -532796.625000 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -532796.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -532806.437500 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -532806.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532815.750000 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -532815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -532822.500000 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -532822.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -532828.437500 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -532828.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532835.562500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -532835.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532841.250000 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -532841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -532847.250000 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -532847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -532854.500000 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -532854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -532859.812500 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -532859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -532862.000000 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -532862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -532864.250000 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -532864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -532867.625000 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -532867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -532871.812500 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -532871.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -532880.250000 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -532880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -532884.437500 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -532884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -532897.125000 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -532897.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -532908.750000 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -532908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -532918.312500 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -532918.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -532925.000000 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -532925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -532931.500000 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -532931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -532935.625000 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -532935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -532939.937500 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -532939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -532941.750000 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -532941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -532943.687500 Penalty: 4181.442383
	Iteration 38Q: 3 clusters Score -532943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -532946.000000 Penalty: 4181.442383
	Iteration 39Q: 3 clusters Score -532946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -532948.812500 Penalty: 4181.442383
	Iteration 40F: 3 clusters Score -532948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -532950.187500 Penalty: 4181.442383
	Iteration 41Q: 3 clusters Score -532950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -532952.875000 Penalty: 4181.442383
	Iteration 42Q: 3 clusters Score -532952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -532954.125000 Penalty: 4181.442383
	Iteration 43Q: 3 clusters Score -532954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -532953.750000 Penalty: 4181.442383
	Iteration 44Q: 3 clusters Score -532953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -532953.750000 Penalty: 4181.442383
	Iteration 45F: 3 clusters Score -532953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162445 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117574 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83264 members 
Mstep: Class 42 contains 2188 members 
Entering Unmasked Estep 
Score: -111266392.000000 Penalty: 142600.890625
Splitting cluster 20 changes total score from -111267296.000000 to -111266392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -961175.562500 Penalty: 2209.925781
	Iteration 0F: 2 clusters Score -961175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -955169.375000 Penalty: 4419.851562
	Iteration 0F: 3 clusters Score -955169.4 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -956823.250000 Penalty: 4419.851562
	Iteration 1F: 3 clusters Score -956823.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -957171.687500 Penalty: 4419.851562
	Iteration 2F: 3 clusters Score -957171.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -957445.562500 Penalty: 4419.851562
	Iteration 3F: 3 clusters Score -957445.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -957691.750000 Penalty: 4419.851562
	Iteration 4F: 3 clusters Score -957691.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -957920.375000 Penalty: 4419.851562
	Iteration 5Q: 3 clusters Score -957920.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -958149.250000 Penalty: 4419.851562
	Iteration 6Q: 3 clusters Score -958149.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -958323.375000 Penalty: 4419.851562
	Iteration 7Q: 3 clusters Score -958323.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -958460.500000 Penalty: 4419.851562
	Iteration 8Q: 3 clusters Score -958460.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -958583.875000 Penalty: 4419.851562
	Iteration 9Q: 3 clusters Score -958583.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -958705.937500 Penalty: 4419.851562
	Iteration 10Q: 3 clusters Score -958705.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -958823.812500 Penalty: 4419.851562
	Iteration 11Q: 3 clusters Score -958823.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -958935.125000 Penalty: 4419.851562
	Iteration 12Q: 3 clusters Score -958935.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -959048.250000 Penalty: 4419.851562
	Iteration 13Q: 3 clusters Score -959048.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -959205.250000 Penalty: 4419.851562
	Iteration 14Q: 3 clusters Score -959205.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -959368.812500 Penalty: 4419.851562
	Iteration 15Q: 3 clusters Score -959368.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -959519.312500 Penalty: 4419.851562
	Iteration 16Q: 3 clusters Score -959519.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -959680.250000 Penalty: 4419.851562
	Iteration 17Q: 3 clusters Score -959680.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -959839.312500 Penalty: 4419.851562
	Iteration 18Q: 3 clusters Score -959839.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -959964.750000 Penalty: 4419.851562
	Iteration 19Q: 3 clusters Score -959964.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -960082.750000 Penalty: 4419.851562
	Iteration 20F: 3 clusters Score -960082.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -960184.187500 Penalty: 4419.851562
	Iteration 21Q: 3 clusters Score -960184.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -960250.125000 Penalty: 4419.851562
	Iteration 22Q: 3 clusters Score -960250.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -960291.937500 Penalty: 4419.851562
	Iteration 23Q: 3 clusters Score -960291.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -960320.750000 Penalty: 4419.851562
	Iteration 24Q: 3 clusters Score -960320.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -960335.187500 Penalty: 4419.851562
	Iteration 25Q: 3 clusters Score -960335.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -960344.562500 Penalty: 4419.851562
	Iteration 26Q: 3 clusters Score -960344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -960352.875000 Penalty: 4419.851562
	Iteration 27Q: 3 clusters Score -960352.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -960357.812500 Penalty: 4419.851562
	Iteration 28Q: 3 clusters Score -960357.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -960364.812500 Penalty: 4419.851562
	Iteration 29Q: 3 clusters Score -960364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -960374.437500 Penalty: 4419.851562
	Iteration 30Q: 3 clusters Score -960374.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -960376.062500 Penalty: 4419.851562
	Iteration 31Q: 3 clusters Score -960376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -960380.875000 Penalty: 4419.851562
	Iteration 32Q: 3 clusters Score -960380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -960383.562500 Penalty: 4419.851562
	Iteration 33Q: 3 clusters Score -960383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -960387.625000 Penalty: 4419.851562
	Iteration 34Q: 3 clusters Score -960387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -960389.312500 Penalty: 4419.851562
	Iteration 35Q: 3 clusters Score -960389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -960389.875000 Penalty: 4419.851562
	Iteration 36Q: 3 clusters Score -960389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -960391.375000 Penalty: 4419.851562
	Iteration 37Q: 3 clusters Score -960391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -960392.187500 Penalty: 4419.851562
	Iteration 38Q: 3 clusters Score -960392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -960393.375000 Penalty: 4419.851562
	Iteration 39Q: 3 clusters Score -960393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -960395.562500 Penalty: 4419.851562
	Iteration 40F: 3 clusters Score -960395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -93771.601562 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -93771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92117.265625 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -92117.27 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92582.625000 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -92582.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -92725.945312 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -92725.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92796.937500 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -92796.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92835.500000 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -92835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92842.429688 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -92842.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92847.789062 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -92847.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92853.117188 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -92853.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92862.343750 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -92862.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92864.968750 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -92864.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92868.789062 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -92868.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92874.835938 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -92874.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92898.093750 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -92898.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92944.562500 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -92944.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93017.273438 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -93017.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93137.406250 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -93137.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93271.585938 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -93271.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -93348.296875 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -93348.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -93400.820312 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -93400.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93434.476562 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -93434.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93452.195312 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -93452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93467.906250 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -93467.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93476.843750 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -93476.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93484.765625 Penalty: 3327.209717
	Iteration 23Q: 3 clusters Score -93484.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -93488.242188 Penalty: 3327.209717
	Iteration 24Q: 3 clusters Score -93488.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -93495.132812 Penalty: 3327.209717
	Iteration 25Q: 3 clusters Score -93495.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93498.851562 Penalty: 3327.209717
	Iteration 26Q: 3 clusters Score -93498.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -93513.507812 Penalty: 3327.209717
	Iteration 27Q: 3 clusters Score -93513.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93524.421875 Penalty: 3327.209717
	Iteration 28Q: 3 clusters Score -93524.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -93550.835938 Penalty: 3327.209717
	Iteration 29Q: 3 clusters Score -93550.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -93634.015625 Penalty: 3327.209717
	Iteration 30Q: 3 clusters Score -93634.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -93730.007812 Penalty: 3327.209717
	Iteration 31Q: 3 clusters Score -93730.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93767.507812 Penalty: 3327.209717
	Iteration 32Q: 3 clusters Score -93767.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93777.835938 Penalty: 3327.209717
	Iteration 33Q: 3 clusters Score -93777.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93792.859375 Penalty: 3327.209717
	Iteration 34Q: 3 clusters Score -93792.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93815.062500 Penalty: 3327.209717
	Iteration 35Q: 3 clusters Score -93815.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93817.312500 Penalty: 3327.209717
	Iteration 36Q: 3 clusters Score -93817.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93817.312500 Penalty: 3327.209717
	Iteration 37F: 3 clusters Score -93817.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162445 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117574 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83264 members 
Mstep: Class 42 contains 496 members 
Entering Unmasked Estep 
Score: -111265616.000000 Penalty: 142600.890625
Splitting cluster 22 changes total score from -111267296.000000 to -111265616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -1810736.000000 Penalty: 2382.193848
	Iteration 0F: 2 clusters Score -1810736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1799926.000000 Penalty: 4764.387695
	Iteration 0F: 3 clusters Score -1799926 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1803468.250000 Penalty: 4764.387695
	Iteration 1F: 3 clusters Score -1803468 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1803986.125000 Penalty: 4764.387695
	Iteration 2F: 3 clusters Score -1803986 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1804489.625000 Penalty: 4764.387695
	Iteration 3F: 3 clusters Score -1804490 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1804948.750000 Penalty: 4764.387695
	Iteration 4F: 3 clusters Score -1804949 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1805324.000000 Penalty: 4764.387695
	Iteration 5Q: 3 clusters Score -1805324 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1805681.625000 Penalty: 4764.387695
	Iteration 6Q: 3 clusters Score -1805682 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1806033.250000 Penalty: 4764.387695
	Iteration 7Q: 3 clusters Score -1806033 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1806360.000000 Penalty: 4764.387695
	Iteration 8Q: 3 clusters Score -1806360 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1806664.625000 Penalty: 4764.387695
	Iteration 9Q: 3 clusters Score -1806665 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1806989.125000 Penalty: 4764.387695
	Iteration 10Q: 3 clusters Score -1806989 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1807250.625000 Penalty: 4764.387695
	Iteration 11Q: 3 clusters Score -1807251 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1807480.000000 Penalty: 4764.387695
	Iteration 12Q: 3 clusters Score -1807480 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1807669.000000 Penalty: 4764.387695
	Iteration 13Q: 3 clusters Score -1807669 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1807838.500000 Penalty: 4764.387695
	Iteration 14Q: 3 clusters Score -1807838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1807964.750000 Penalty: 4764.387695
	Iteration 15Q: 3 clusters Score -1807965 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1808052.625000 Penalty: 4764.387695
	Iteration 16Q: 3 clusters Score -1808053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1808134.625000 Penalty: 4764.387695
	Iteration 17Q: 3 clusters Score -1808135 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1808192.375000 Penalty: 4764.387695
	Iteration 18Q: 3 clusters Score -1808192 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1808242.500000 Penalty: 4764.387695
	Iteration 19Q: 3 clusters Score -1808242 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1808278.000000 Penalty: 4764.387695
	Iteration 20F: 3 clusters Score -1808278 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1808311.000000 Penalty: 4764.387695
	Iteration 21Q: 3 clusters Score -1808311 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1808340.000000 Penalty: 4764.387695
	Iteration 22Q: 3 clusters Score -1808340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1808367.500000 Penalty: 4764.387695
	Iteration 23Q: 3 clusters Score -1808368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1808395.000000 Penalty: 4764.387695
	Iteration 24Q: 3 clusters Score -1808395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1808410.625000 Penalty: 4764.387695
	Iteration 25Q: 3 clusters Score -1808411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1808434.625000 Penalty: 4764.387695
	Iteration 26Q: 3 clusters Score -1808435 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1808454.125000 Penalty: 4764.387695
	Iteration 27Q: 3 clusters Score -1808454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1808474.500000 Penalty: 4764.387695
	Iteration 28Q: 3 clusters Score -1808474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1808484.750000 Penalty: 4764.387695
	Iteration 29Q: 3 clusters Score -1808485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1808489.125000 Penalty: 4764.387695
	Iteration 30Q: 3 clusters Score -1808489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1808496.625000 Penalty: 4764.387695
	Iteration 31Q: 3 clusters Score -1808497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1808513.000000 Penalty: 4764.387695
	Iteration 32Q: 3 clusters Score -1808513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1808525.000000 Penalty: 4764.387695
	Iteration 33Q: 3 clusters Score -1808525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1808530.375000 Penalty: 4764.387695
	Iteration 34Q: 3 clusters Score -1808530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1808536.250000 Penalty: 4764.387695
	Iteration 35Q: 3 clusters Score -1808536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1808540.625000 Penalty: 4764.387695
	Iteration 36Q: 3 clusters Score -1808541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1808552.625000 Penalty: 4764.387695
	Iteration 37Q: 3 clusters Score -1808553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1808556.250000 Penalty: 4764.387695
	Iteration 38Q: 3 clusters Score -1808556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1808562.875000 Penalty: 4764.387695
	Iteration 39Q: 3 clusters Score -1808563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1808564.750000 Penalty: 4764.387695
	Iteration 40F: 3 clusters Score -1808565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1808568.250000 Penalty: 4764.387695
	Iteration 41Q: 3 clusters Score -1808568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1808571.750000 Penalty: 4764.387695
	Iteration 42Q: 3 clusters Score -1808572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1808572.500000 Penalty: 4764.387695
	Iteration 43Q: 3 clusters Score -1808572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1808580.750000 Penalty: 4764.387695
	Iteration 44Q: 3 clusters Score -1808581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1808587.000000 Penalty: 4764.387695
	Iteration 45Q: 3 clusters Score -1808587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1808601.625000 Penalty: 4764.387695
	Iteration 46Q: 3 clusters Score -1808602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1808607.250000 Penalty: 4764.387695
	Iteration 47Q: 3 clusters Score -1808607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1808617.375000 Penalty: 4764.387695
	Iteration 48Q: 3 clusters Score -1808617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1808616.000000 Penalty: 4764.387695
	Iteration 49Q: 3 clusters Score -1808616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1808628.875000 Penalty: 4764.387695
	Iteration 50Q: 3 clusters Score -1808629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1808629.125000 Penalty: 4764.387695
	Iteration 51Q: 3 clusters Score -1808629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1808637.000000 Penalty: 4764.387695
	Iteration 52Q: 3 clusters Score -1808637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1808645.250000 Penalty: 4764.387695
	Iteration 53Q: 3 clusters Score -1808645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1808651.500000 Penalty: 4764.387695
	Iteration 54Q: 3 clusters Score -1808652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1808664.250000 Penalty: 4764.387695
	Iteration 55Q: 3 clusters Score -1808664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1808676.875000 Penalty: 4764.387695
	Iteration 56Q: 3 clusters Score -1808677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1808685.000000 Penalty: 4764.387695
	Iteration 57Q: 3 clusters Score -1808685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1808701.250000 Penalty: 4764.387695
	Iteration 58Q: 3 clusters Score -1808701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1808715.500000 Penalty: 4764.387695
	Iteration 59Q: 3 clusters Score -1808716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1808728.375000 Penalty: 4764.387695
	Iteration 60F: 3 clusters Score -1808728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1808740.000000 Penalty: 4764.387695
	Iteration 61Q: 3 clusters Score -1808740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1808763.875000 Penalty: 4764.387695
	Iteration 62Q: 3 clusters Score -1808764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1808780.375000 Penalty: 4764.387695
	Iteration 63Q: 3 clusters Score -1808780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1808807.625000 Penalty: 4764.387695
	Iteration 64Q: 3 clusters Score -1808808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1808834.250000 Penalty: 4764.387695
	Iteration 65Q: 3 clusters Score -1808834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1808859.875000 Penalty: 4764.387695
	Iteration 66Q: 3 clusters Score -1808860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1808897.750000 Penalty: 4764.387695
	Iteration 67Q: 3 clusters Score -1808898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1808942.125000 Penalty: 4764.387695
	Iteration 68Q: 3 clusters Score -1808942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1808973.500000 Penalty: 4764.387695
	Iteration 69Q: 3 clusters Score -1808974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1809012.875000 Penalty: 4764.387695
	Iteration 70Q: 3 clusters Score -1809013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1809045.500000 Penalty: 4764.387695
	Iteration 71Q: 3 clusters Score -1809046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1809089.625000 Penalty: 4764.387695
	Iteration 72Q: 3 clusters Score -1809090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1809118.750000 Penalty: 4764.387695
	Iteration 73Q: 3 clusters Score -1809119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1809145.875000 Penalty: 4764.387695
	Iteration 74Q: 3 clusters Score -1809146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1809172.375000 Penalty: 4764.387695
	Iteration 75Q: 3 clusters Score -1809172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1809187.750000 Penalty: 4764.387695
	Iteration 76Q: 3 clusters Score -1809188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1809199.875000 Penalty: 4764.387695
	Iteration 77Q: 3 clusters Score -1809200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1809212.875000 Penalty: 4764.387695
	Iteration 78Q: 3 clusters Score -1809213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1809229.625000 Penalty: 4764.387695
	Iteration 79Q: 3 clusters Score -1809230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1809241.500000 Penalty: 4764.387695
	Iteration 80F: 3 clusters Score -1809242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1809247.750000 Penalty: 4764.387695
	Iteration 81Q: 3 clusters Score -1809248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1809255.625000 Penalty: 4764.387695
	Iteration 82Q: 3 clusters Score -1809256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1809258.875000 Penalty: 4764.387695
	Iteration 83Q: 3 clusters Score -1809259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1809273.000000 Penalty: 4764.387695
	Iteration 84Q: 3 clusters Score -1809273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1809277.125000 Penalty: 4764.387695
	Iteration 85Q: 3 clusters Score -1809277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1809285.750000 Penalty: 4764.387695
	Iteration 86Q: 3 clusters Score -1809286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1809291.375000 Penalty: 4764.387695
	Iteration 87Q: 3 clusters Score -1809291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1809300.000000 Penalty: 4764.387695
	Iteration 88Q: 3 clusters Score -1809300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1809308.250000 Penalty: 4764.387695
	Iteration 89Q: 3 clusters Score -1809308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1809312.750000 Penalty: 4764.387695
	Iteration 90Q: 3 clusters Score -1809313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1809313.875000 Penalty: 4764.387695
	Iteration 91Q: 3 clusters Score -1809314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1809316.375000 Penalty: 4764.387695
	Iteration 92Q: 3 clusters Score -1809316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1809322.500000 Penalty: 4764.387695
	Iteration 93Q: 3 clusters Score -1809322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1809323.250000 Penalty: 4764.387695
	Iteration 94Q: 3 clusters Score -1809323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1809324.250000 Penalty: 4764.387695
	Iteration 95Q: 3 clusters Score -1809324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1809323.875000 Penalty: 4764.387695
	Iteration 96Q: 3 clusters Score -1809324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1809325.875000 Penalty: 4764.387695
	Iteration 97Q: 3 clusters Score -1809326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1809331.500000 Penalty: 4764.387695
	Iteration 98Q: 3 clusters Score -1809332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1809336.875000 Penalty: 4764.387695
	Iteration 99Q: 3 clusters Score -1809337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1809337.375000 Penalty: 4764.387695
	Iteration 100F: 3 clusters Score -1809337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1809337.125000 Penalty: 4764.387695
	Iteration 101Q: 3 clusters Score -1809337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1809340.000000 Penalty: 4764.387695
	Iteration 102Q: 3 clusters Score -1809340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1809337.875000 Penalty: 4764.387695
	Iteration 103Q: 3 clusters Score -1809338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1809337.875000 Penalty: 4764.387695
	Iteration 104F: 3 clusters Score -1809338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -960631.000000 Penalty: 2211.692383
	Iteration 0F: 2 clusters Score -960631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -954593.062500 Penalty: 4423.384766
	Iteration 0F: 3 clusters Score -954593.1 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -956163.062500 Penalty: 4423.384766
	Iteration 1F: 3 clusters Score -956163.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -956440.437500 Penalty: 4423.384766
	Iteration 2F: 3 clusters Score -956440.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -956649.125000 Penalty: 4423.384766
	Iteration 3F: 3 clusters Score -956649.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -956851.500000 Penalty: 4423.384766
	Iteration 4Q: 3 clusters Score -956851.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -957097.250000 Penalty: 4423.384766
	Iteration 5Q: 3 clusters Score -957097.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -957422.187500 Penalty: 4423.384766
	Iteration 6F: 3 clusters Score -957422.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -957813.312500 Penalty: 4423.384766
	Iteration 7F: 3 clusters Score -957813.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -958216.625000 Penalty: 4423.384766
	Iteration 8F: 3 clusters Score -958216.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -958532.250000 Penalty: 4423.384766
	Iteration 9F: 3 clusters Score -958532.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -958755.062500 Penalty: 4423.384766
	Iteration 10Q: 3 clusters Score -958755.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -958879.687500 Penalty: 4423.384766
	Iteration 11Q: 3 clusters Score -958879.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -958953.000000 Penalty: 4423.384766
	Iteration 12Q: 3 clusters Score -958953 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -959008.062500 Penalty: 4423.384766
	Iteration 13Q: 3 clusters Score -959008.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -959041.000000 Penalty: 4423.384766
	Iteration 14Q: 3 clusters Score -959041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -959067.250000 Penalty: 4423.384766
	Iteration 15Q: 3 clusters Score -959067.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -959087.625000 Penalty: 4423.384766
	Iteration 16Q: 3 clusters Score -959087.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -959098.000000 Penalty: 4423.384766
	Iteration 17Q: 3 clusters Score -959098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -959103.187500 Penalty: 4423.384766
	Iteration 18Q: 3 clusters Score -959103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -959103.750000 Penalty: 4423.384766
	Iteration 19Q: 3 clusters Score -959103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -959107.250000 Penalty: 4423.384766
	Iteration 20F: 3 clusters Score -959107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -959108.875000 Penalty: 4423.384766
	Iteration 21Q: 3 clusters Score -959108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -959108.250000 Penalty: 4423.384766
	Iteration 22Q: 3 clusters Score -959108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -959108.437500 Penalty: 4423.384766
	Iteration 23Q: 3 clusters Score -959108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -959110.187500 Penalty: 4423.384766
	Iteration 24Q: 3 clusters Score -959110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -959112.187500 Penalty: 4423.384766
	Iteration 25Q: 3 clusters Score -959112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -959111.750000 Penalty: 4423.384766
	Iteration 26Q: 3 clusters Score -959111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -959112.875000 Penalty: 4423.384766
	Iteration 27Q: 3 clusters Score -959112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -959113.375000 Penalty: 4423.384766
	Iteration 28Q: 3 clusters Score -959113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -959113.375000 Penalty: 4423.384766
	Iteration 29F: 3 clusters Score -959113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1240094.000000 Penalty: 2270.449707
	Iteration 0F: 2 clusters Score -1240094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1232879.625000 Penalty: 4540.899414
	Iteration 0F: 3 clusters Score -1232880 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1234926.500000 Penalty: 4540.899414
	Iteration 1F: 3 clusters Score -1234926 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1235429.875000 Penalty: 4540.899414
	Iteration 2F: 3 clusters Score -1235430 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1236138.625000 Penalty: 4540.899414
	Iteration 3F: 3 clusters Score -1236139 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1237035.875000 Penalty: 4540.899414
	Iteration 4F: 3 clusters Score -1237036 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1237790.250000 Penalty: 4540.899414
	Iteration 5F: 3 clusters Score -1237790 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1238310.500000 Penalty: 4540.899414
	Iteration 6F: 3 clusters Score -1238310 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1238647.750000 Penalty: 4540.899414
	Iteration 7F: 3 clusters Score -1238648 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1238846.125000 Penalty: 4540.899414
	Iteration 8Q: 3 clusters Score -1238846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1238994.250000 Penalty: 4540.899414
	Iteration 9Q: 3 clusters Score -1238994 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1239110.750000 Penalty: 4540.899414
	Iteration 10Q: 3 clusters Score -1239111 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1239202.750000 Penalty: 4540.899414
	Iteration 11Q: 3 clusters Score -1239203 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1239265.750000 Penalty: 4540.899414
	Iteration 12Q: 3 clusters Score -1239266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1239308.875000 Penalty: 4540.899414
	Iteration 13Q: 3 clusters Score -1239309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1239346.125000 Penalty: 4540.899414
	Iteration 14Q: 3 clusters Score -1239346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1239380.500000 Penalty: 4540.899414
	Iteration 15Q: 3 clusters Score -1239380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1239404.500000 Penalty: 4540.899414
	Iteration 16Q: 3 clusters Score -1239404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1239430.625000 Penalty: 4540.899414
	Iteration 17Q: 3 clusters Score -1239431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1239443.250000 Penalty: 4540.899414
	Iteration 18Q: 3 clusters Score -1239443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1239452.500000 Penalty: 4540.899414
	Iteration 19Q: 3 clusters Score -1239452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1239466.125000 Penalty: 4540.899414
	Iteration 20F: 3 clusters Score -1239466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1239476.125000 Penalty: 4540.899414
	Iteration 21Q: 3 clusters Score -1239476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1239481.500000 Penalty: 4540.899414
	Iteration 22Q: 3 clusters Score -1239482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1239488.750000 Penalty: 4540.899414
	Iteration 23Q: 3 clusters Score -1239489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1239496.625000 Penalty: 4540.899414
	Iteration 24Q: 3 clusters Score -1239497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1239505.875000 Penalty: 4540.899414
	Iteration 25Q: 3 clusters Score -1239506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1239508.750000 Penalty: 4540.899414
	Iteration 26Q: 3 clusters Score -1239509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1239518.500000 Penalty: 4540.899414
	Iteration 27Q: 3 clusters Score -1239518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1239530.500000 Penalty: 4540.899414
	Iteration 28Q: 3 clusters Score -1239530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1239538.875000 Penalty: 4540.899414
	Iteration 29Q: 3 clusters Score -1239539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1239554.250000 Penalty: 4540.899414
	Iteration 30Q: 3 clusters Score -1239554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1239572.250000 Penalty: 4540.899414
	Iteration 31Q: 3 clusters Score -1239572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1239593.750000 Penalty: 4540.899414
	Iteration 32Q: 3 clusters Score -1239594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1239607.250000 Penalty: 4540.899414
	Iteration 33Q: 3 clusters Score -1239607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1239626.250000 Penalty: 4540.899414
	Iteration 34Q: 3 clusters Score -1239626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1239644.625000 Penalty: 4540.899414
	Iteration 35Q: 3 clusters Score -1239645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1239676.750000 Penalty: 4540.899414
	Iteration 36Q: 3 clusters Score -1239677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1239710.750000 Penalty: 4540.899414
	Iteration 37Q: 3 clusters Score -1239711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1239746.625000 Penalty: 4540.899414
	Iteration 38Q: 3 clusters Score -1239747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1239784.375000 Penalty: 4540.899414
	Iteration 39Q: 3 clusters Score -1239784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1239815.125000 Penalty: 4540.899414
	Iteration 40F: 3 clusters Score -1239815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1239826.875000 Penalty: 4540.899414
	Iteration 41Q: 3 clusters Score -1239827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1239839.375000 Penalty: 4540.899414
	Iteration 42Q: 3 clusters Score -1239839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1239841.750000 Penalty: 4540.899414
	Iteration 43Q: 3 clusters Score -1239842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1239845.500000 Penalty: 4540.899414
	Iteration 44Q: 3 clusters Score -1239846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1239850.875000 Penalty: 4540.899414
	Iteration 45Q: 3 clusters Score -1239851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1239851.125000 Penalty: 4540.899414
	Iteration 46Q: 3 clusters Score -1239851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1239852.000000 Penalty: 4540.899414
	Iteration 47Q: 3 clusters Score -1239852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1239851.750000 Penalty: 4540.899414
	Iteration 48Q: 3 clusters Score -1239852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1239855.625000 Penalty: 4540.899414
	Iteration 49Q: 3 clusters Score -1239856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1239856.125000 Penalty: 4540.899414
	Iteration 50Q: 3 clusters Score -1239856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1239853.625000 Penalty: 4540.899414
	Iteration 51Q: 3 clusters Score -1239854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1239853.625000 Penalty: 4540.899414
	Iteration 52F: 3 clusters Score -1239854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -218255.812500 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -218255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215854.781250 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -215854.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -216285.656250 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -216285.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -216419.109375 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -216419.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -216523.515625 Penalty: 3702.396973
	Iteration 3Q: 3 clusters Score -216523.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -216610.890625 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -216610.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -216674.531250 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -216674.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -216716.578125 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -216716.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -216747.796875 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -216747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -216772.890625 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -216772.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -216798.687500 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -216798.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -216821.046875 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -216821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -216839.312500 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -216839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -216849.031250 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -216849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -216858.234375 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -216858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -216868.781250 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -216868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -216871.015625 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -216871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -216872.484375 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -216872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -216874.515625 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -216874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -216877.218750 Penalty: 3702.396973
	Iteration 18Q: 3 clusters Score -216877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -216880.781250 Penalty: 3702.396973
	Iteration 19Q: 3 clusters Score -216880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -216882.453125 Penalty: 3702.396973
	Iteration 20F: 3 clusters Score -216882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -216883.140625 Penalty: 3702.396973
	Iteration 21Q: 3 clusters Score -216883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -216883.140625 Penalty: 3702.396973
	Iteration 22F: 3 clusters Score -216883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -191331.906250 Penalty: 1825.463501
	Iteration 0F: 2 clusters Score -191331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188981.187500 Penalty: 3650.927002
	Iteration 0F: 3 clusters Score -188981.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189450.140625 Penalty: 3650.927002
	Iteration 1F: 3 clusters Score -189450.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -189609.359375 Penalty: 3650.927002
	Iteration 2F: 3 clusters Score -189609.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189680.265625 Penalty: 3650.927002
	Iteration 3Q: 3 clusters Score -189680.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -189724.140625 Penalty: 3650.927002
	Iteration 4Q: 3 clusters Score -189724.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189759.421875 Penalty: 3650.927002
	Iteration 5Q: 3 clusters Score -189759.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189784.234375 Penalty: 3650.927002
	Iteration 6Q: 3 clusters Score -189784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189807.546875 Penalty: 3650.927002
	Iteration 7Q: 3 clusters Score -189807.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189827.984375 Penalty: 3650.927002
	Iteration 8Q: 3 clusters Score -189828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -189852.375000 Penalty: 3650.927002
	Iteration 9Q: 3 clusters Score -189852.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189877.578125 Penalty: 3650.927002
	Iteration 10Q: 3 clusters Score -189877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189891.421875 Penalty: 3650.927002
	Iteration 11Q: 3 clusters Score -189891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189897.625000 Penalty: 3650.927002
	Iteration 12Q: 3 clusters Score -189897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189903.484375 Penalty: 3650.927002
	Iteration 13Q: 3 clusters Score -189903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189907.531250 Penalty: 3650.927002
	Iteration 14Q: 3 clusters Score -189907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189909.125000 Penalty: 3650.927002
	Iteration 15Q: 3 clusters Score -189909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189911.593750 Penalty: 3650.927002
	Iteration 16Q: 3 clusters Score -189911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -189914.093750 Penalty: 3650.927002
	Iteration 17Q: 3 clusters Score -189914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189920.046875 Penalty: 3650.927002
	Iteration 18Q: 3 clusters Score -189920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189922.015625 Penalty: 3650.927002
	Iteration 19Q: 3 clusters Score -189922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189923.421875 Penalty: 3650.927002
	Iteration 20F: 3 clusters Score -189923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Entering Unmasked Estep 
Score: -5554148.000000 Penalty: 2662.561523
	Iteration 0F: 2 clusters Score -5554148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5523076.500000 Penalty: 5325.123047
	Iteration 0F: 3 clusters Score -5523076 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5535428.000000 Penalty: 5325.123047
	Iteration 1F: 3 clusters Score -5535428 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5536827.000000 Penalty: 5325.123047
	Iteration 2F: 3 clusters Score -5536827 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -5538442.500000 Penalty: 5325.123047
	Iteration 3F: 3 clusters Score -5538442 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -5540314.000000 Penalty: 5325.123047
	Iteration 4F: 3 clusters Score -5540314 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5542254.000000 Penalty: 5325.123047
	Iteration 5F: 3 clusters Score -5542254 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5543895.500000 Penalty: 5325.123047
	Iteration 6F: 3 clusters Score -5543896 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5545098.000000 Penalty: 5325.123047
	Iteration 7F: 3 clusters Score -5545098 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -5545987.500000 Penalty: 5325.123047
	Iteration 8Q: 3 clusters Score -5545988 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -5546792.500000 Penalty: 5325.123047
	Iteration 9Q: 3 clusters Score -5546792 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -5547552.500000 Penalty: 5325.123047
	Iteration 10Q: 3 clusters Score -5547552 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5548303.000000 Penalty: 5325.123047
	Iteration 11Q: 3 clusters Score -5548303 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5549016.500000 Penalty: 5325.123047
	Iteration 12Q: 3 clusters Score -5549016 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5549642.000000 Penalty: 5325.123047
	Iteration 13Q: 3 clusters Score -5549642 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5550247.000000 Penalty: 5325.123047
	Iteration 14Q: 3 clusters Score -5550247 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5550805.000000 Penalty: 5325.123047
	Iteration 15Q: 3 clusters Score -5550805 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5551240.500000 Penalty: 5325.123047
	Iteration 16Q: 3 clusters Score -5551240 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -5551593.500000 Penalty: 5325.123047
	Iteration 17Q: 3 clusters Score -5551594 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -5551920.500000 Penalty: 5325.123047
	Iteration 18Q: 3 clusters Score -5551920 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5552218.000000 Penalty: 5325.123047
	Iteration 19Q: 3 clusters Score -5552218 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -5552401.000000 Penalty: 5325.123047
	Iteration 20F: 3 clusters Score -5552401 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -5552557.500000 Penalty: 5325.123047
	Iteration 21Q: 3 clusters Score -5552558 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5552660.500000 Penalty: 5325.123047
	Iteration 22Q: 3 clusters Score -5552660 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5552729.000000 Penalty: 5325.123047
	Iteration 23Q: 3 clusters Score -5552729 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5552776.000000 Penalty: 5325.123047
	Iteration 24Q: 3 clusters Score -5552776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -5552817.500000 Penalty: 5325.123047
	Iteration 25Q: 3 clusters Score -5552818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -5552832.500000 Penalty: 5325.123047
	Iteration 26Q: 3 clusters Score -5552832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5552862.500000 Penalty: 5325.123047
	Iteration 27Q: 3 clusters Score -5552862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -5552885.500000 Penalty: 5325.123047
	Iteration 28Q: 3 clusters Score -5552886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5552904.500000 Penalty: 5325.123047
	Iteration 29Q: 3 clusters Score -5552904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5552927.500000 Penalty: 5325.123047
	Iteration 30Q: 3 clusters Score -5552928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5552932.000000 Penalty: 5325.123047
	Iteration 31Q: 3 clusters Score -5552932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5552946.500000 Penalty: 5325.123047
	Iteration 32Q: 3 clusters Score -5552946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5552953.000000 Penalty: 5325.123047
	Iteration 33Q: 3 clusters Score -5552953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5552966.000000 Penalty: 5325.123047
	Iteration 34Q: 3 clusters Score -5552966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5552966.000000 Penalty: 5325.123047
	Iteration 35Q: 3 clusters Score -5552966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5552972.500000 Penalty: 5325.123047
	Iteration 36Q: 3 clusters Score -5552972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5552969.500000 Penalty: 5325.123047
	Iteration 37Q: 3 clusters Score -5552970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5552978.500000 Penalty: 5325.123047
	Iteration 38Q: 3 clusters Score -5552978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5552986.000000 Penalty: 5325.123047
	Iteration 39Q: 3 clusters Score -5552986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -5552989.000000 Penalty: 5325.123047
	Iteration 40F: 3 clusters Score -5552989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5552990.500000 Penalty: 5325.123047
	Iteration 41Q: 3 clusters Score -5552990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5553000.500000 Penalty: 5325.123047
	Iteration 42Q: 3 clusters Score -5553000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -5552999.000000 Penalty: 5325.123047
	Iteration 43Q: 3 clusters Score -5552999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5553000.500000 Penalty: 5325.123047
	Iteration 44Q: 3 clusters Score -5553000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5553012.500000 Penalty: 5325.123047
	Iteration 45Q: 3 clusters Score -5553012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5553000.500000 Penalty: 5325.123047
	Iteration 46Q: 3 clusters Score -5553000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5553006.000000 Penalty: 5325.123047
	Iteration 47Q: 3 clusters Score -5553006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5553010.000000 Penalty: 5325.123047
	Iteration 48Q: 3 clusters Score -5553010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5553017.000000 Penalty: 5325.123047
	Iteration 49Q: 3 clusters Score -5553017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5553027.500000 Penalty: 5325.123047
	Iteration 50Q: 3 clusters Score -5553028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5553029.500000 Penalty: 5325.123047
	Iteration 51Q: 3 clusters Score -5553030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5553031.500000 Penalty: 5325.123047
	Iteration 52Q: 3 clusters Score -5553032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5553030.000000 Penalty: 5325.123047
	Iteration 53Q: 3 clusters Score -5553030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5553026.500000 Penalty: 5325.123047
	Iteration 54Q: 3 clusters Score -5553026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5553026.500000 Penalty: 5325.123047
	Iteration 55F: 3 clusters Score -5553026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -877684.750000 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -877684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -871929.312500 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -871929.3 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -873566.250000 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -873566.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -874145.062500 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -874145.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -874812.000000 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -874812 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -875483.937500 Penalty: 4396.212891
	Iteration 4F: 3 clusters Score -875483.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -875927.312500 Penalty: 4396.212891
	Iteration 5F: 3 clusters Score -875927.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -876233.062500 Penalty: 4396.212891
	Iteration 6F: 3 clusters Score -876233.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -876424.125000 Penalty: 4396.212891
	Iteration 7Q: 3 clusters Score -876424.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -876536.187500 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -876536.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -876586.125000 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -876586.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -876625.312500 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -876625.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -876646.750000 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -876646.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -876659.187500 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -876659.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -876665.375000 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -876665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -876667.875000 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -876667.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -876672.937500 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -876672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -876673.187500 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -876673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -876673.625000 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -876673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -876673.625000 Penalty: 4396.212891
	Iteration 18F: 3 clusters Score -876673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -843255.000000 Penalty: 2177.597168
	Iteration 0F: 2 clusters Score -843255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -837769.937500 Penalty: 4355.194336
	Iteration 0F: 3 clusters Score -837769.9 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -839161.500000 Penalty: 4355.194336
	Iteration 1F: 3 clusters Score -839161.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -839398.125000 Penalty: 4355.194336
	Iteration 2F: 3 clusters Score -839398.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -839555.000000 Penalty: 4355.194336
	Iteration 3Q: 3 clusters Score -839555 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -839666.625000 Penalty: 4355.194336
	Iteration 4Q: 3 clusters Score -839666.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -839760.562500 Penalty: 4355.194336
	Iteration 5Q: 3 clusters Score -839760.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -839838.250000 Penalty: 4355.194336
	Iteration 6Q: 3 clusters Score -839838.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -839898.812500 Penalty: 4355.194336
	Iteration 7Q: 3 clusters Score -839898.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -839962.437500 Penalty: 4355.194336
	Iteration 8Q: 3 clusters Score -839962.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -840017.687500 Penalty: 4355.194336
	Iteration 9Q: 3 clusters Score -840017.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -840069.812500 Penalty: 4355.194336
	Iteration 10Q: 3 clusters Score -840069.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -840118.000000 Penalty: 4355.194336
	Iteration 11Q: 3 clusters Score -840118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -840161.125000 Penalty: 4355.194336
	Iteration 12Q: 3 clusters Score -840161.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -840208.375000 Penalty: 4355.194336
	Iteration 13Q: 3 clusters Score -840208.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -840239.125000 Penalty: 4355.194336
	Iteration 14Q: 3 clusters Score -840239.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -840266.062500 Penalty: 4355.194336
	Iteration 15Q: 3 clusters Score -840266.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -840291.625000 Penalty: 4355.194336
	Iteration 16Q: 3 clusters Score -840291.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -840314.437500 Penalty: 4355.194336
	Iteration 17Q: 3 clusters Score -840314.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -840340.625000 Penalty: 4355.194336
	Iteration 18Q: 3 clusters Score -840340.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -840376.687500 Penalty: 4355.194336
	Iteration 19Q: 3 clusters Score -840376.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -840419.250000 Penalty: 4355.194336
	Iteration 20F: 3 clusters Score -840419.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -840468.625000 Penalty: 4355.194336
	Iteration 21Q: 3 clusters Score -840468.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -840508.000000 Penalty: 4355.194336
	Iteration 22Q: 3 clusters Score -840508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -840543.250000 Penalty: 4355.194336
	Iteration 23Q: 3 clusters Score -840543.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -840570.062500 Penalty: 4355.194336
	Iteration 24Q: 3 clusters Score -840570.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -840600.500000 Penalty: 4355.194336
	Iteration 25Q: 3 clusters Score -840600.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -840638.187500 Penalty: 4355.194336
	Iteration 26Q: 3 clusters Score -840638.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -840672.250000 Penalty: 4355.194336
	Iteration 27Q: 3 clusters Score -840672.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -840706.437500 Penalty: 4355.194336
	Iteration 28Q: 3 clusters Score -840706.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -840737.187500 Penalty: 4355.194336
	Iteration 29Q: 3 clusters Score -840737.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -840761.500000 Penalty: 4355.194336
	Iteration 30Q: 3 clusters Score -840761.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -840787.812500 Penalty: 4355.194336
	Iteration 31Q: 3 clusters Score -840787.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -840822.187500 Penalty: 4355.194336
	Iteration 32Q: 3 clusters Score -840822.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -840854.812500 Penalty: 4355.194336
	Iteration 33Q: 3 clusters Score -840854.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -840886.750000 Penalty: 4355.194336
	Iteration 34Q: 3 clusters Score -840886.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -840924.750000 Penalty: 4355.194336
	Iteration 35Q: 3 clusters Score -840924.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -840953.562500 Penalty: 4355.194336
	Iteration 36Q: 3 clusters Score -840953.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -840987.125000 Penalty: 4355.194336
	Iteration 37Q: 3 clusters Score -840987.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -841009.687500 Penalty: 4355.194336
	Iteration 38Q: 3 clusters Score -841009.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -841029.062500 Penalty: 4355.194336
	Iteration 39Q: 3 clusters Score -841029.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -841050.937500 Penalty: 4355.194336
	Iteration 40F: 3 clusters Score -841050.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -841072.562500 Penalty: 4355.194336
	Iteration 41Q: 3 clusters Score -841072.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -841088.875000 Penalty: 4355.194336
	Iteration 42Q: 3 clusters Score -841088.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -841101.125000 Penalty: 4355.194336
	Iteration 43Q: 3 clusters Score -841101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -841113.812500 Penalty: 4355.194336
	Iteration 44Q: 3 clusters Score -841113.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -841133.812500 Penalty: 4355.194336
	Iteration 45Q: 3 clusters Score -841133.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -841157.750000 Penalty: 4355.194336
	Iteration 46Q: 3 clusters Score -841157.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -841189.000000 Penalty: 4355.194336
	Iteration 47Q: 3 clusters Score -841189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -841211.625000 Penalty: 4355.194336
	Iteration 48Q: 3 clusters Score -841211.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -841233.875000 Penalty: 4355.194336
	Iteration 49Q: 3 clusters Score -841233.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -841256.875000 Penalty: 4355.194336
	Iteration 50Q: 3 clusters Score -841256.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -841282.250000 Penalty: 4355.194336
	Iteration 51Q: 3 clusters Score -841282.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -841305.125000 Penalty: 4355.194336
	Iteration 52Q: 3 clusters Score -841305.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -841329.625000 Penalty: 4355.194336
	Iteration 53Q: 3 clusters Score -841329.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -841357.437500 Penalty: 4355.194336
	Iteration 54Q: 3 clusters Score -841357.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -841385.125000 Penalty: 4355.194336
	Iteration 55Q: 3 clusters Score -841385.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -841418.625000 Penalty: 4355.194336
	Iteration 56Q: 3 clusters Score -841418.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -841474.500000 Penalty: 4355.194336
	Iteration 57Q: 3 clusters Score -841474.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -841534.500000 Penalty: 4355.194336
	Iteration 58Q: 3 clusters Score -841534.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -841581.375000 Penalty: 4355.194336
	Iteration 59Q: 3 clusters Score -841581.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -841614.937500 Penalty: 4355.194336
	Iteration 60F: 3 clusters Score -841614.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -841636.750000 Penalty: 4355.194336
	Iteration 61Q: 3 clusters Score -841636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -841649.437500 Penalty: 4355.194336
	Iteration 62Q: 3 clusters Score -841649.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -841659.562500 Penalty: 4355.194336
	Iteration 63Q: 3 clusters Score -841659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -841673.562500 Penalty: 4355.194336
	Iteration 64Q: 3 clusters Score -841673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -841680.625000 Penalty: 4355.194336
	Iteration 65Q: 3 clusters Score -841680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -841693.562500 Penalty: 4355.194336
	Iteration 66Q: 3 clusters Score -841693.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -841700.062500 Penalty: 4355.194336
	Iteration 67Q: 3 clusters Score -841700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -841701.562500 Penalty: 4355.194336
	Iteration 68Q: 3 clusters Score -841701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -841702.812500 Penalty: 4355.194336
	Iteration 69Q: 3 clusters Score -841702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -841703.687500 Penalty: 4355.194336
	Iteration 70Q: 3 clusters Score -841703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -841704.750000 Penalty: 4355.194336
	Iteration 71Q: 3 clusters Score -841704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -841706.000000 Penalty: 4355.194336
	Iteration 72Q: 3 clusters Score -841706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -841705.437500 Penalty: 4355.194336
	Iteration 73Q: 3 clusters Score -841705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -841705.437500 Penalty: 4355.194336
	Iteration 74F: 3 clusters Score -841705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Entering Unmasked Estep 
Score: -5105477.000000 Penalty: 2625.717041
	Iteration 0F: 2 clusters Score -5105477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5078512.500000 Penalty: 5251.434082
	Iteration 0F: 3 clusters Score -5078512 nChanged 18202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5088581.500000 Penalty: 5251.434082
	Iteration 1F: 3 clusters Score -5088582 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -5089155.500000 Penalty: 5251.434082
	Iteration 2Q: 3 clusters Score -5089156 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -5089756.000000 Penalty: 5251.434082
	Iteration 3Q: 3 clusters Score -5089756 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5090556.000000 Penalty: 5251.434082
	Iteration 4Q: 3 clusters Score -5090556 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5091641.500000 Penalty: 5251.434082
	Iteration 5Q: 3 clusters Score -5091642 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5092967.000000 Penalty: 5251.434082
	Iteration 6F: 3 clusters Score -5092967 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5094330.000000 Penalty: 5251.434082
	Iteration 7F: 3 clusters Score -5094330 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -5095465.500000 Penalty: 5251.434082
	Iteration 8F: 3 clusters Score -5095466 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5096249.000000 Penalty: 5251.434082
	Iteration 9Q: 3 clusters Score -5096249 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5096859.500000 Penalty: 5251.434082
	Iteration 10Q: 3 clusters Score -5096860 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -5097298.000000 Penalty: 5251.434082
	Iteration 11Q: 3 clusters Score -5097298 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -5097638.500000 Penalty: 5251.434082
	Iteration 12Q: 3 clusters Score -5097638 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -5097858.500000 Penalty: 5251.434082
	Iteration 13Q: 3 clusters Score -5097858 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -5098031.000000 Penalty: 5251.434082
	Iteration 14Q: 3 clusters Score -5098031 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5098132.000000 Penalty: 5251.434082
	Iteration 15Q: 3 clusters Score -5098132 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5098211.000000 Penalty: 5251.434082
	Iteration 16Q: 3 clusters Score -5098211 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5098321.000000 Penalty: 5251.434082
	Iteration 17Q: 3 clusters Score -5098321 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5098425.500000 Penalty: 5251.434082
	Iteration 18Q: 3 clusters Score -5098426 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5098589.000000 Penalty: 5251.434082
	Iteration 19Q: 3 clusters Score -5098589 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5098792.000000 Penalty: 5251.434082
	Iteration 20F: 3 clusters Score -5098792 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -5099020.000000 Penalty: 5251.434082
	Iteration 21Q: 3 clusters Score -5099020 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5099302.000000 Penalty: 5251.434082
	Iteration 22Q: 3 clusters Score -5099302 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5099574.500000 Penalty: 5251.434082
	Iteration 23Q: 3 clusters Score -5099574 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5099892.500000 Penalty: 5251.434082
	Iteration 24Q: 3 clusters Score -5099892 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -5100237.500000 Penalty: 5251.434082
	Iteration 25Q: 3 clusters Score -5100238 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5100636.000000 Penalty: 5251.434082
	Iteration 26Q: 3 clusters Score -5100636 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -5100979.500000 Penalty: 5251.434082
	Iteration 27Q: 3 clusters Score -5100980 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -5101290.500000 Penalty: 5251.434082
	Iteration 28Q: 3 clusters Score -5101290 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -5101593.000000 Penalty: 5251.434082
	Iteration 29Q: 3 clusters Score -5101593 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5101812.000000 Penalty: 5251.434082
	Iteration 30Q: 3 clusters Score -5101812 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5102041.000000 Penalty: 5251.434082
	Iteration 31Q: 3 clusters Score -5102041 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -5102256.500000 Penalty: 5251.434082
	Iteration 32Q: 3 clusters Score -5102256 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -5102426.000000 Penalty: 5251.434082
	Iteration 33Q: 3 clusters Score -5102426 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -5102606.500000 Penalty: 5251.434082
	Iteration 34Q: 3 clusters Score -5102606 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -5102813.000000 Penalty: 5251.434082
	Iteration 35Q: 3 clusters Score -5102813 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5102989.000000 Penalty: 5251.434082
	Iteration 36Q: 3 clusters Score -5102989 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -5103144.500000 Penalty: 5251.434082
	Iteration 37Q: 3 clusters Score -5103144 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -5103277.000000 Penalty: 5251.434082
	Iteration 38Q: 3 clusters Score -5103277 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5103401.500000 Penalty: 5251.434082
	Iteration 39Q: 3 clusters Score -5103402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -5103515.000000 Penalty: 5251.434082
	Iteration 40F: 3 clusters Score -5103515 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -5103629.500000 Penalty: 5251.434082
	Iteration 41Q: 3 clusters Score -5103630 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5103736.000000 Penalty: 5251.434082
	Iteration 42Q: 3 clusters Score -5103736 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5103808.500000 Penalty: 5251.434082
	Iteration 43Q: 3 clusters Score -5103808 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -5103859.500000 Penalty: 5251.434082
	Iteration 44Q: 3 clusters Score -5103860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5103922.500000 Penalty: 5251.434082
	Iteration 45Q: 3 clusters Score -5103922 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5103973.000000 Penalty: 5251.434082
	Iteration 46Q: 3 clusters Score -5103973 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5104005.500000 Penalty: 5251.434082
	Iteration 47Q: 3 clusters Score -5104006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5104043.500000 Penalty: 5251.434082
	Iteration 48Q: 3 clusters Score -5104044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5104043.000000 Penalty: 5251.434082
	Iteration 49Q: 3 clusters Score -5104043 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -5104058.000000 Penalty: 5251.434082
	Iteration 50Q: 3 clusters Score -5104058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5104076.000000 Penalty: 5251.434082
	Iteration 51Q: 3 clusters Score -5104076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5104087.500000 Penalty: 5251.434082
	Iteration 52Q: 3 clusters Score -5104088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5104103.000000 Penalty: 5251.434082
	Iteration 53Q: 3 clusters Score -5104103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -5104100.000000 Penalty: 5251.434082
	Iteration 54Q: 3 clusters Score -5104100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5104112.000000 Penalty: 5251.434082
	Iteration 55Q: 3 clusters Score -5104112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5104107.000000 Penalty: 5251.434082
	Iteration 56Q: 3 clusters Score -5104107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -5104122.500000 Penalty: 5251.434082
	Iteration 57Q: 3 clusters Score -5104122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -5104127.500000 Penalty: 5251.434082
	Iteration 58Q: 3 clusters Score -5104128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5104129.000000 Penalty: 5251.434082
	Iteration 59Q: 3 clusters Score -5104129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5104128.000000 Penalty: 5251.434082
	Iteration 60F: 3 clusters Score -5104128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5104123.000000 Penalty: 5251.434082
	Iteration 61Q: 3 clusters Score -5104123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -5104118.000000 Penalty: 5251.434082
	Iteration 62Q: 3 clusters Score -5104118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5104123.500000 Penalty: 5251.434082
	Iteration 63Q: 3 clusters Score -5104124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -5104130.000000 Penalty: 5251.434082
	Iteration 64Q: 3 clusters Score -5104130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -5104124.500000 Penalty: 5251.434082
	Iteration 65Q: 3 clusters Score -5104124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -5104125.500000 Penalty: 5251.434082
	Iteration 66Q: 3 clusters Score -5104126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5104126.000000 Penalty: 5251.434082
	Iteration 67Q: 3 clusters Score -5104126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5104125.000000 Penalty: 5251.434082
	Iteration 68Q: 3 clusters Score -5104125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5104136.500000 Penalty: 5251.434082
	Iteration 69Q: 3 clusters Score -5104136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5104137.500000 Penalty: 5251.434082
	Iteration 70Q: 3 clusters Score -5104138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -5104129.000000 Penalty: 5251.434082
	Iteration 71Q: 3 clusters Score -5104129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -5104129.000000 Penalty: 5251.434082
	Iteration 72F: 3 clusters Score -5104129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (162445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Entering Unmasked Estep 
Score: -21280744.000000 Penalty: 2975.527344
	Iteration 0F: 2 clusters Score -2.128074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -21171826.000000 Penalty: 5951.054688
	Iteration 0F: 3 clusters Score -2.117183e+07 nChanged 77869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -21216932.000000 Penalty: 5951.054688
	Iteration 1F: 3 clusters Score -2.121693e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -21218154.000000 Penalty: 5951.054688
	Iteration 2Q: 3 clusters Score -2.121815e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -21220024.000000 Penalty: 5951.054688
	Iteration 3Q: 3 clusters Score -2.122002e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -21222750.000000 Penalty: 5951.054688
	Iteration 4Q: 3 clusters Score -2.122275e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -21226770.000000 Penalty: 5951.054688
	Iteration 5Q: 3 clusters Score -2.122677e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -21232472.000000 Penalty: 5951.054688
	Iteration 6F: 3 clusters Score -2.123247e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -21240132.000000 Penalty: 5951.054688
	Iteration 7F: 3 clusters Score -2.124013e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -21249218.000000 Penalty: 5951.054688
	Iteration 8F: 3 clusters Score -2.124922e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -21257402.000000 Penalty: 5951.054688
	Iteration 9F: 3 clusters Score -2.12574e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -21263496.000000 Penalty: 5951.054688
	Iteration 10Q: 3 clusters Score -2.12635e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -21267650.000000 Penalty: 5951.054688
	Iteration 11Q: 3 clusters Score -2.126765e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -21270530.000000 Penalty: 5951.054688
	Iteration 12Q: 3 clusters Score -2.127053e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -21272574.000000 Penalty: 5951.054688
	Iteration 13Q: 3 clusters Score -2.127257e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -21274276.000000 Penalty: 5951.054688
	Iteration 14Q: 3 clusters Score -2.127428e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -21275494.000000 Penalty: 5951.054688
	Iteration 15Q: 3 clusters Score -2.127549e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -21276674.000000 Penalty: 5951.054688
	Iteration 16Q: 3 clusters Score -2.127667e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 154967 members 
Entering Unmasked Estep 
Score: -21277508.000000 Penalty: 5951.054688
	Iteration 17Q: 3 clusters Score -2.127751e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -21278194.000000 Penalty: 5951.054688
	Iteration 18Q: 3 clusters Score -2.127819e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -21278676.000000 Penalty: 5951.054688
	Iteration 19Q: 3 clusters Score -2.127868e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -21278968.000000 Penalty: 5951.054688
	Iteration 20F: 3 clusters Score -2.127897e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 157659 members 
Entering Unmasked Estep 
Score: -21279142.000000 Penalty: 5951.054688
	Iteration 21Q: 3 clusters Score -2.127914e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 157939 members 
Entering Unmasked Estep 
Score: -21279204.000000 Penalty: 5951.054688
	Iteration 22Q: 3 clusters Score -2.12792e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -21279340.000000 Penalty: 5951.054688
	Iteration 23Q: 3 clusters Score -2.127934e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -21279438.000000 Penalty: 5951.054688
	Iteration 24Q: 3 clusters Score -2.127944e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -21279462.000000 Penalty: 5951.054688
	Iteration 25Q: 3 clusters Score -2.127946e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -21279470.000000 Penalty: 5951.054688
	Iteration 26Q: 3 clusters Score -2.127947e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -21279522.000000 Penalty: 5951.054688
	Iteration 27Q: 3 clusters Score -2.127952e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -21279522.000000 Penalty: 5951.054688
	Iteration 28Q: 3 clusters Score -2.127952e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -21279560.000000 Penalty: 5951.054688
	Iteration 29Q: 3 clusters Score -2.127956e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -21279534.000000 Penalty: 5951.054688
	Iteration 30Q: 3 clusters Score -2.127953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -21279524.000000 Penalty: 5951.054688
	Iteration 31Q: 3 clusters Score -2.127952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -21279520.000000 Penalty: 5951.054688
	Iteration 32Q: 3 clusters Score -2.127952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 158985 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5951.054688
	Iteration 33Q: 3 clusters Score -2.127954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 159008 members 
Entering Unmasked Estep 
Score: -21279534.000000 Penalty: 5951.054688
	Iteration 34Q: 3 clusters Score -2.127953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 159026 members 
Entering Unmasked Estep 
Score: -21279538.000000 Penalty: 5951.054688
	Iteration 35Q: 3 clusters Score -2.127954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -21279540.000000 Penalty: 5951.054688
	Iteration 36Q: 3 clusters Score -2.127954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 159056 members 
Entering Unmasked Estep 
Score: -21279526.000000 Penalty: 5951.054688
	Iteration 37Q: 3 clusters Score -2.127953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -21279534.000000 Penalty: 5951.054688
	Iteration 38Q: 3 clusters Score -2.127953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -21279516.000000 Penalty: 5951.054688
	Iteration 39Q: 3 clusters Score -2.127952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -21279508.000000 Penalty: 5951.054688
	Iteration 40F: 3 clusters Score -2.127951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -21279518.000000 Penalty: 5951.054688
	Iteration 41Q: 3 clusters Score -2.127952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 159128 members 
Entering Unmasked Estep 
Score: -21279522.000000 Penalty: 5951.054688
	Iteration 42Q: 3 clusters Score -2.127952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -21279522.000000 Penalty: 5951.054688
	Iteration 43Q: 3 clusters Score -2.127952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -21279534.000000 Penalty: 5951.054688
	Iteration 44Q: 3 clusters Score -2.127953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5951.054688
	Iteration 45Q: 3 clusters Score -2.127954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -21279536.000000 Penalty: 5951.054688
	Iteration 46Q: 3 clusters Score -2.127954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -21279536.000000 Penalty: 5951.054688
	Iteration 47Q: 3 clusters Score -2.127954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 159181 members 
Entering Unmasked Estep 
Score: -21279538.000000 Penalty: 5951.054688
	Iteration 48Q: 3 clusters Score -2.127954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -21279548.000000 Penalty: 5951.054688
	Iteration 49Q: 3 clusters Score -2.127955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5951.054688
	Iteration 50Q: 3 clusters Score -2.127954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5951.054688
	Iteration 51Q: 3 clusters Score -2.127954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5951.054688
	Iteration 52Q: 3 clusters Score -2.127954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -21279542.000000 Penalty: 5951.054688
	Iteration 53F: 3 clusters Score -2.127954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Entering Unmasked Estep 
Score: -1636590.750000 Penalty: 2343.908936
	Iteration 0F: 2 clusters Score -1636591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1627179.125000 Penalty: 4687.817871
	Iteration 0F: 3 clusters Score -1627179 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1630004.750000 Penalty: 4687.817871
	Iteration 1F: 3 clusters Score -1630005 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1630431.750000 Penalty: 4687.817871
	Iteration 2F: 3 clusters Score -1630432 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1630867.375000 Penalty: 4687.817871
	Iteration 3F: 3 clusters Score -1630867 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1631506.250000 Penalty: 4687.817871
	Iteration 4F: 3 clusters Score -1631506 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1632464.375000 Penalty: 4687.817871
	Iteration 5F: 3 clusters Score -1632464 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1633695.625000 Penalty: 4687.817871
	Iteration 6F: 3 clusters Score -1633696 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1634762.250000 Penalty: 4687.817871
	Iteration 7F: 3 clusters Score -1634762 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1635445.625000 Penalty: 4687.817871
	Iteration 8F: 3 clusters Score -1635446 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1635778.500000 Penalty: 4687.817871
	Iteration 9Q: 3 clusters Score -1635778 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1635941.875000 Penalty: 4687.817871
	Iteration 10Q: 3 clusters Score -1635942 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1636034.625000 Penalty: 4687.817871
	Iteration 11Q: 3 clusters Score -1636035 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1636091.375000 Penalty: 4687.817871
	Iteration 12Q: 3 clusters Score -1636091 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1636126.250000 Penalty: 4687.817871
	Iteration 13Q: 3 clusters Score -1636126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1636150.250000 Penalty: 4687.817871
	Iteration 14Q: 3 clusters Score -1636150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1636179.625000 Penalty: 4687.817871
	Iteration 15Q: 3 clusters Score -1636180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1636195.125000 Penalty: 4687.817871
	Iteration 16Q: 3 clusters Score -1636195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1636207.750000 Penalty: 4687.817871
	Iteration 17Q: 3 clusters Score -1636208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1636219.625000 Penalty: 4687.817871
	Iteration 18Q: 3 clusters Score -1636220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1636226.500000 Penalty: 4687.817871
	Iteration 19Q: 3 clusters Score -1636226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1636238.125000 Penalty: 4687.817871
	Iteration 20F: 3 clusters Score -1636238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1636241.625000 Penalty: 4687.817871
	Iteration 21Q: 3 clusters Score -1636242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1636241.500000 Penalty: 4687.817871
	Iteration 22Q: 3 clusters Score -1636242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1636245.125000 Penalty: 4687.817871
	Iteration 23Q: 3 clusters Score -1636245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1636247.500000 Penalty: 4687.817871
	Iteration 24Q: 3 clusters Score -1636248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1636254.000000 Penalty: 4687.817871
	Iteration 25Q: 3 clusters Score -1636254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1636255.750000 Penalty: 4687.817871
	Iteration 26Q: 3 clusters Score -1636256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1636256.250000 Penalty: 4687.817871
	Iteration 27Q: 3 clusters Score -1636256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1636255.625000 Penalty: 4687.817871
	Iteration 28Q: 3 clusters Score -1636256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1636256.375000 Penalty: 4687.817871
	Iteration 29Q: 3 clusters Score -1636256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1636256.000000 Penalty: 4687.817871
	Iteration 30Q: 3 clusters Score -1636256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1636254.625000 Penalty: 4687.817871
	Iteration 31Q: 3 clusters Score -1636255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1636255.375000 Penalty: 4687.817871
	Iteration 32Q: 3 clusters Score -1636255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1636259.375000 Penalty: 4687.817871
	Iteration 33Q: 3 clusters Score -1636259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1636258.250000 Penalty: 4687.817871
	Iteration 34Q: 3 clusters Score -1636258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1636256.375000 Penalty: 4687.817871
	Iteration 35Q: 3 clusters Score -1636256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1636257.375000 Penalty: 4687.817871
	Iteration 36Q: 3 clusters Score -1636257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1636257.375000 Penalty: 4687.817871
	Iteration 37F: 3 clusters Score -1636257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (117574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Entering Unmasked Estep 
Score: -15354421.000000 Penalty: 2895.355957
	Iteration 0F: 2 clusters Score -1.535442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -15275982.000000 Penalty: 5790.711914
	Iteration 0F: 3 clusters Score -1.527598e+07 nChanged 55765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -15308148.000000 Penalty: 5790.711914
	Iteration 1F: 3 clusters Score -1.530815e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -15309637.000000 Penalty: 5790.711914
	Iteration 2Q: 3 clusters Score -1.530964e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -15311622.000000 Penalty: 5790.711914
	Iteration 3Q: 3 clusters Score -1.531162e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -15314144.000000 Penalty: 5790.711914
	Iteration 4Q: 3 clusters Score -1.531414e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -15317751.000000 Penalty: 5790.711914
	Iteration 5F: 3 clusters Score -1.531775e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -15322781.000000 Penalty: 5790.711914
	Iteration 6F: 3 clusters Score -1.532278e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -15329038.000000 Penalty: 5790.711914
	Iteration 7F: 3 clusters Score -1.532904e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -15335688.000000 Penalty: 5790.711914
	Iteration 8F: 3 clusters Score -1.533569e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -15341678.000000 Penalty: 5790.711914
	Iteration 9F: 3 clusters Score -1.534168e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -15346132.000000 Penalty: 5790.711914
	Iteration 10Q: 3 clusters Score -1.534613e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -15348944.000000 Penalty: 5790.711914
	Iteration 11Q: 3 clusters Score -1.534894e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -15350343.000000 Penalty: 5790.711914
	Iteration 12Q: 3 clusters Score -1.535034e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15351073.000000 Penalty: 5790.711914
	Iteration 13Q: 3 clusters Score -1.535107e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15351432.000000 Penalty: 5790.711914
	Iteration 14Q: 3 clusters Score -1.535143e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15351604.000000 Penalty: 5790.711914
	Iteration 15Q: 3 clusters Score -1.53516e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15351716.000000 Penalty: 5790.711914
	Iteration 16Q: 3 clusters Score -1.535172e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15351792.000000 Penalty: 5790.711914
	Iteration 17Q: 3 clusters Score -1.535179e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15351842.000000 Penalty: 5790.711914
	Iteration 18Q: 3 clusters Score -1.535184e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15351848.000000 Penalty: 5790.711914
	Iteration 19Q: 3 clusters Score -1.535185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15351879.000000 Penalty: 5790.711914
	Iteration 20F: 3 clusters Score -1.535188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15351882.000000 Penalty: 5790.711914
	Iteration 21Q: 3 clusters Score -1.535188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15351904.000000 Penalty: 5790.711914
	Iteration 22Q: 3 clusters Score -1.53519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15351906.000000 Penalty: 5790.711914
	Iteration 23Q: 3 clusters Score -1.535191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15351912.000000 Penalty: 5790.711914
	Iteration 24Q: 3 clusters Score -1.535191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15351927.000000 Penalty: 5790.711914
	Iteration 25Q: 3 clusters Score -1.535193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15351932.000000 Penalty: 5790.711914
	Iteration 26Q: 3 clusters Score -1.535193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15351923.000000 Penalty: 5790.711914
	Iteration 27Q: 3 clusters Score -1.535192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117068 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15351931.000000 Penalty: 5790.711914
	Iteration 28Q: 3 clusters Score -1.535193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117070 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15351928.000000 Penalty: 5790.711914
	Iteration 29Q: 3 clusters Score -1.535193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15351919.000000 Penalty: 5790.711914
	Iteration 30Q: 3 clusters Score -1.535192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15351919.000000 Penalty: 5790.711914
	Iteration 31F: 3 clusters Score -1.535192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -111775.625000 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -111775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109929.375000 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -109929.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110181.226562 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -110181.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110263.101562 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -110263.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110307.898438 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -110307.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110334.625000 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -110334.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110352.414062 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -110352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110366.703125 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -110366.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110379.179688 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -110379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110384.187500 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -110384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110386.039062 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -110386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110386.039062 Penalty: 3362.277344
	Iteration 10F: 3 clusters Score -110386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -301984.250000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -301984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -298958.281250 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -298958.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299592.531250 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -299592.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -299829.031250 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -299829 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -300012.906250 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -300012.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -300173.406250 Penalty: 3893.264648
	Iteration 4F: 3 clusters Score -300173.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -300317.718750 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -300317.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -300466.250000 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -300466.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300606.125000 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -300606.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -300755.406250 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -300755.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -300922.312500 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -300922.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -301094.937500 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -301094.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -301235.812500 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -301235.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -301339.562500 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -301339.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -301439.906250 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -301439.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -301543.031250 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -301543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -301633.062500 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -301633.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -301678.250000 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -301678.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -301724.718750 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -301724.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -301748.718750 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -301748.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -301763.375000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -301763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -301773.718750 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -301773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -301779.187500 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -301779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -301783.500000 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -301783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -301785.406250 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -301785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -301785.593750 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -301785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -301785.593750 Penalty: 3893.264648
	Iteration 25F: 3 clusters Score -301785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -773488.875000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -773488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -768272.687500 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -768272.7 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -769615.687500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -769615.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -769962.500000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -769962.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -770293.000000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -770293 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -770679.000000 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -770679 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -771112.250000 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -771112.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -771474.125000 Penalty: 4326.964844
	Iteration 6F: 3 clusters Score -771474.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -771743.750000 Penalty: 4326.964844
	Iteration 7F: 3 clusters Score -771743.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -771922.000000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -771922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -772042.125000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -772042.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -772105.562500 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -772105.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -772142.187500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -772142.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -772168.187500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -772168.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -772189.750000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -772189.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -772200.500000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -772200.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -772208.625000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -772208.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -772213.687500 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -772213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -772221.125000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -772221.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -772229.125000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -772229.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -772237.875000 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -772237.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -772248.000000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -772248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -772255.875000 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -772255.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -772267.437500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -772267.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -772280.625000 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -772280.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -772293.062500 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -772293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -772302.437500 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -772302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -772311.250000 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -772311.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -772326.000000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -772326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -772343.750000 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -772343.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -772359.687500 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -772359.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -772374.562500 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -772374.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -772392.750000 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -772392.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -772404.812500 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -772404.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -772419.500000 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -772419.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -772433.312500 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -772433.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -772448.375000 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -772448.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -772466.375000 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -772466.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -772491.062500 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -772491.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -772513.125000 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -772513.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -772536.062500 Penalty: 4326.964844
	Iteration 39Q: 3 clusters Score -772536.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -772564.750000 Penalty: 4326.964844
	Iteration 40F: 3 clusters Score -772564.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -772592.062500 Penalty: 4326.964844
	Iteration 41Q: 3 clusters Score -772592.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -772621.062500 Penalty: 4326.964844
	Iteration 42Q: 3 clusters Score -772621.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -772658.187500 Penalty: 4326.964844
	Iteration 43Q: 3 clusters Score -772658.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -772689.625000 Penalty: 4326.964844
	Iteration 44Q: 3 clusters Score -772689.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -772714.750000 Penalty: 4326.964844
	Iteration 45Q: 3 clusters Score -772714.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -772739.437500 Penalty: 4326.964844
	Iteration 46Q: 3 clusters Score -772739.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -772758.562500 Penalty: 4326.964844
	Iteration 47Q: 3 clusters Score -772758.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -772799.750000 Penalty: 4326.964844
	Iteration 48Q: 3 clusters Score -772799.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -772840.312500 Penalty: 4326.964844
	Iteration 49Q: 3 clusters Score -772840.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -772874.437500 Penalty: 4326.964844
	Iteration 50Q: 3 clusters Score -772874.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -772904.562500 Penalty: 4326.964844
	Iteration 51Q: 3 clusters Score -772904.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -772942.625000 Penalty: 4326.964844
	Iteration 52Q: 3 clusters Score -772942.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -772983.687500 Penalty: 4326.964844
	Iteration 53Q: 3 clusters Score -772983.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -773012.937500 Penalty: 4326.964844
	Iteration 54Q: 3 clusters Score -773012.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -773035.437500 Penalty: 4326.964844
	Iteration 55Q: 3 clusters Score -773035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -773049.062500 Penalty: 4326.964844
	Iteration 56Q: 3 clusters Score -773049.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -773066.812500 Penalty: 4326.964844
	Iteration 57Q: 3 clusters Score -773066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -773074.000000 Penalty: 4326.964844
	Iteration 58Q: 3 clusters Score -773074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -773083.500000 Penalty: 4326.964844
	Iteration 59Q: 3 clusters Score -773083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -773092.750000 Penalty: 4326.964844
	Iteration 60F: 3 clusters Score -773092.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -773100.437500 Penalty: 4326.964844
	Iteration 61Q: 3 clusters Score -773100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -773105.625000 Penalty: 4326.964844
	Iteration 62Q: 3 clusters Score -773105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -773110.500000 Penalty: 4326.964844
	Iteration 63Q: 3 clusters Score -773110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -773112.750000 Penalty: 4326.964844
	Iteration 64Q: 3 clusters Score -773112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -773114.937500 Penalty: 4326.964844
	Iteration 65Q: 3 clusters Score -773114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -773116.187500 Penalty: 4326.964844
	Iteration 66Q: 3 clusters Score -773116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -773114.875000 Penalty: 4326.964844
	Iteration 67Q: 3 clusters Score -773114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -773114.875000 Penalty: 4326.964844
	Iteration 68F: 3 clusters Score -773114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -590490.562500 Penalty: 2107.253662
	Iteration 0F: 2 clusters Score -590490.6 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 2466 members 
Entering Unmasked Estep 
Score: -586042.125000 Penalty: 4214.507324
	Iteration 0F: 3 clusters Score -586042.1 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -587290.937500 Penalty: 4214.507324
	Iteration 1F: 3 clusters Score -587290.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -587700.187500 Penalty: 4214.507324
	Iteration 2F: 3 clusters Score -587700.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -587998.687500 Penalty: 4214.507324
	Iteration 3F: 3 clusters Score -587998.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -588276.312500 Penalty: 4214.507324
	Iteration 4F: 3 clusters Score -588276.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -588470.875000 Penalty: 4214.507324
	Iteration 5F: 3 clusters Score -588470.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -588618.500000 Penalty: 4214.507324
	Iteration 6Q: 3 clusters Score -588618.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -588751.875000 Penalty: 4214.507324
	Iteration 7Q: 3 clusters Score -588751.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -588883.375000 Penalty: 4214.507324
	Iteration 8Q: 3 clusters Score -588883.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -589015.500000 Penalty: 4214.507324
	Iteration 9Q: 3 clusters Score -589015.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -589138.500000 Penalty: 4214.507324
	Iteration 10Q: 3 clusters Score -589138.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -589212.312500 Penalty: 4214.507324
	Iteration 11Q: 3 clusters Score -589212.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -589266.062500 Penalty: 4214.507324
	Iteration 12Q: 3 clusters Score -589266.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -589301.750000 Penalty: 4214.507324
	Iteration 13Q: 3 clusters Score -589301.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -589324.125000 Penalty: 4214.507324
	Iteration 14Q: 3 clusters Score -589324.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -589337.937500 Penalty: 4214.507324
	Iteration 15Q: 3 clusters Score -589337.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -589348.000000 Penalty: 4214.507324
	Iteration 16Q: 3 clusters Score -589348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -589352.562500 Penalty: 4214.507324
	Iteration 17Q: 3 clusters Score -589352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -589356.125000 Penalty: 4214.507324
	Iteration 18Q: 3 clusters Score -589356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -589362.625000 Penalty: 4214.507324
	Iteration 19Q: 3 clusters Score -589362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -589362.687500 Penalty: 4214.507324
	Iteration 20F: 3 clusters Score -589362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -589365.812500 Penalty: 4214.507324
	Iteration 21Q: 3 clusters Score -589365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -589367.875000 Penalty: 4214.507324
	Iteration 22Q: 3 clusters Score -589367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -589370.312500 Penalty: 4214.507324
	Iteration 23Q: 3 clusters Score -589370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -589372.312500 Penalty: 4214.507324
	Iteration 24Q: 3 clusters Score -589372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -589374.875000 Penalty: 4214.507324
	Iteration 25Q: 3 clusters Score -589374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -589375.062500 Penalty: 4214.507324
	Iteration 26Q: 3 clusters Score -589375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -589376.312500 Penalty: 4214.507324
	Iteration 27Q: 3 clusters Score -589376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -589377.562500 Penalty: 4214.507324
	Iteration 28Q: 3 clusters Score -589377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -589377.562500 Penalty: 4214.507324
	Iteration 29F: 3 clusters Score -589377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69343.687500 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69343.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67836.062500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67836.06 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68276.921875 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68276.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68533.070312 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68533.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68651.671875 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -68651.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68747.062500 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -68747.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68803.554688 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -68803.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68852.007812 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -68852.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68875.687500 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -68875.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -68889.171875 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -68889.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68908.757812 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -68908.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68932.140625 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -68932.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68947.937500 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -68947.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68988.296875 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69028.031250 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -69028.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -69088.687500 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -69088.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -69189.343750 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -69189.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69380.726562 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -69380.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69537.539062 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -69537.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69671.054688 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -69671.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69800.367188 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -69800.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -69830.953125 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -69830.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -69859.492188 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -69859.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69888.328125 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -69888.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69893.218750 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -69893.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69897.460938 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -69897.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69899.531250 Penalty: 3192.330566
	Iteration 25F: 3 clusters Score -69899.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69911.726562 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -69911.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69918.304688 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -69918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69927.742188 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -69927.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69927.742188 Penalty: 3192.330566
	Iteration 29F: 3 clusters Score -69927.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162445 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117574 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 458 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83264 members 
Mstep: Class 42 contains 166 members 
Entering Unmasked Estep 
Score: -111266248.000000 Penalty: 142600.890625
Splitting cluster 39 changes total score from -111267296.000000 to -111266248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1559323.875000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1559324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1550428.125000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1550428 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1553090.875000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1553091 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1553461.625000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1553462 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1553781.000000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1553781 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1554131.875000 Penalty: 4659.503906
	Iteration 4F: 3 clusters Score -1554132 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1554480.375000 Penalty: 4659.503906
	Iteration 5F: 3 clusters Score -1554480 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1554806.000000 Penalty: 4659.503906
	Iteration 6Q: 3 clusters Score -1554806 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1555127.125000 Penalty: 4659.503906
	Iteration 7Q: 3 clusters Score -1555127 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1555387.500000 Penalty: 4659.503906
	Iteration 8Q: 3 clusters Score -1555388 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1555600.125000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1555600 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1555786.125000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1555786 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1555989.000000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1555989 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1556140.500000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1556140 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1556295.750000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1556296 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1556458.375000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1556458 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1556587.250000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1556587 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1556733.500000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1556734 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1556840.125000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1556840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1556949.250000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1556949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1557023.125000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1557023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1557089.375000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1557089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1557148.000000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1557148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1557196.375000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1557196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1557220.125000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1557220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1557243.250000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1557243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1557266.250000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1557266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1557277.250000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1557277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1557301.375000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1557301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1557312.750000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1557313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1557328.750000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1557329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1557352.125000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1557352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1557368.000000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1557368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1557385.750000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1557386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1557405.250000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1557405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1557418.000000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1557418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1557434.000000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1557434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1557448.000000 Penalty: 4659.503906
	Iteration 36Q: 3 clusters Score -1557448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1557455.250000 Penalty: 4659.503906
	Iteration 37Q: 3 clusters Score -1557455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1557463.250000 Penalty: 4659.503906
	Iteration 38Q: 3 clusters Score -1557463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1557473.875000 Penalty: 4659.503906
	Iteration 39Q: 3 clusters Score -1557474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1557476.125000 Penalty: 4659.503906
	Iteration 40F: 3 clusters Score -1557476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1557477.000000 Penalty: 4659.503906
	Iteration 41Q: 3 clusters Score -1557477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1557481.375000 Penalty: 4659.503906
	Iteration 42Q: 3 clusters Score -1557481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1557480.875000 Penalty: 4659.503906
	Iteration 43Q: 3 clusters Score -1557481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1557479.500000 Penalty: 4659.503906
	Iteration 44Q: 3 clusters Score -1557480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1557477.875000 Penalty: 4659.503906
	Iteration 45Q: 3 clusters Score -1557478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1557485.625000 Penalty: 4659.503906
	Iteration 46Q: 3 clusters Score -1557486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1557487.375000 Penalty: 4659.503906
	Iteration 47Q: 3 clusters Score -1557487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1557491.625000 Penalty: 4659.503906
	Iteration 48Q: 3 clusters Score -1557492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1557495.875000 Penalty: 4659.503906
	Iteration 49Q: 3 clusters Score -1557496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1557502.125000 Penalty: 4659.503906
	Iteration 50Q: 3 clusters Score -1557502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1557504.125000 Penalty: 4659.503906
	Iteration 51Q: 3 clusters Score -1557504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1557507.500000 Penalty: 4659.503906
	Iteration 52Q: 3 clusters Score -1557508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1557507.750000 Penalty: 4659.503906
	Iteration 53Q: 3 clusters Score -1557508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1557508.000000 Penalty: 4659.503906
	Iteration 54Q: 3 clusters Score -1557508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1557508.125000 Penalty: 4659.503906
	Iteration 55Q: 3 clusters Score -1557508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1557510.250000 Penalty: 4659.503906
	Iteration 56Q: 3 clusters Score -1557510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1557511.250000 Penalty: 4659.503906
	Iteration 57Q: 3 clusters Score -1557511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1557514.000000 Penalty: 4659.503906
	Iteration 58Q: 3 clusters Score -1557514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1557515.000000 Penalty: 4659.503906
	Iteration 59Q: 3 clusters Score -1557515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1557515.000000 Penalty: 4659.503906
	Iteration 60F: 3 clusters Score -1557515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Entering Unmasked Estep 
Score: -10834175.000000 Penalty: 2809.783447
	Iteration 0F: 2 clusters Score -1.083418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -10778568.000000 Penalty: 5619.566895
	Iteration 0F: 3 clusters Score -1.077857e+07 nChanged 39108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -10800116.000000 Penalty: 5619.566895
	Iteration 1F: 3 clusters Score -1.080012e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -10800866.000000 Penalty: 5619.566895
	Iteration 2Q: 3 clusters Score -1.080087e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -10801701.000000 Penalty: 5619.566895
	Iteration 3Q: 3 clusters Score -1.08017e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -10802574.000000 Penalty: 5619.566895
	Iteration 4Q: 3 clusters Score -1.080257e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -10803751.000000 Penalty: 5619.566895
	Iteration 5Q: 3 clusters Score -1.080375e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -10805369.000000 Penalty: 5619.566895
	Iteration 6Q: 3 clusters Score -1.080537e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -10807632.000000 Penalty: 5619.566895
	Iteration 7F: 3 clusters Score -1.080763e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -10811113.000000 Penalty: 5619.566895
	Iteration 8F: 3 clusters Score -1.081111e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -10815711.000000 Penalty: 5619.566895
	Iteration 9F: 3 clusters Score -1.081571e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -10821149.000000 Penalty: 5619.566895
	Iteration 10F: 3 clusters Score -1.082115e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -10825944.000000 Penalty: 5619.566895
	Iteration 11F: 3 clusters Score -1.082594e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -10829022.000000 Penalty: 5619.566895
	Iteration 12Q: 3 clusters Score -1.082902e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10830563.000000 Penalty: 5619.566895
	Iteration 13Q: 3 clusters Score -1.083056e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10831257.000000 Penalty: 5619.566895
	Iteration 14Q: 3 clusters Score -1.083126e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10831550.000000 Penalty: 5619.566895
	Iteration 15Q: 3 clusters Score -1.083155e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10831699.000000 Penalty: 5619.566895
	Iteration 16Q: 3 clusters Score -1.08317e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10831764.000000 Penalty: 5619.566895
	Iteration 17Q: 3 clusters Score -1.083176e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10831785.000000 Penalty: 5619.566895
	Iteration 18Q: 3 clusters Score -1.083178e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10831832.000000 Penalty: 5619.566895
	Iteration 19Q: 3 clusters Score -1.083183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10831865.000000 Penalty: 5619.566895
	Iteration 20F: 3 clusters Score -1.083186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10831873.000000 Penalty: 5619.566895
	Iteration 21Q: 3 clusters Score -1.083187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10831892.000000 Penalty: 5619.566895
	Iteration 22Q: 3 clusters Score -1.083189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10831903.000000 Penalty: 5619.566895
	Iteration 23Q: 3 clusters Score -1.08319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10831927.000000 Penalty: 5619.566895
	Iteration 24Q: 3 clusters Score -1.083193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10831942.000000 Penalty: 5619.566895
	Iteration 25Q: 3 clusters Score -1.083194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10831940.000000 Penalty: 5619.566895
	Iteration 26Q: 3 clusters Score -1.083194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10831944.000000 Penalty: 5619.566895
	Iteration 27Q: 3 clusters Score -1.083194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10831964.000000 Penalty: 5619.566895
	Iteration 28Q: 3 clusters Score -1.083196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10831954.000000 Penalty: 5619.566895
	Iteration 29Q: 3 clusters Score -1.083195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10831960.000000 Penalty: 5619.566895
	Iteration 30Q: 3 clusters Score -1.083196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10831967.000000 Penalty: 5619.566895
	Iteration 31Q: 3 clusters Score -1.083197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10831970.000000 Penalty: 5619.566895
	Iteration 32Q: 3 clusters Score -1.083197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10831976.000000 Penalty: 5619.566895
	Iteration 33Q: 3 clusters Score -1.083198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10831969.000000 Penalty: 5619.566895
	Iteration 34Q: 3 clusters Score -1.083197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10831969.000000 Penalty: 5619.566895
	Iteration 35Q: 3 clusters Score -1.083197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10831978.000000 Penalty: 5619.566895
	Iteration 36Q: 3 clusters Score -1.083198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10831969.000000 Penalty: 5619.566895
	Iteration 37Q: 3 clusters Score -1.083197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10831977.000000 Penalty: 5619.566895
	Iteration 38Q: 3 clusters Score -1.083198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10831980.000000 Penalty: 5619.566895
	Iteration 39Q: 3 clusters Score -1.083198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10831982.000000 Penalty: 5619.566895
	Iteration 40F: 3 clusters Score -1.083198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10831978.000000 Penalty: 5619.566895
	Iteration 41Q: 3 clusters Score -1.083198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10831978.000000 Penalty: 5619.566895
	Iteration 42Q: 3 clusters Score -1.083198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10831995.000000 Penalty: 5619.566895
	Iteration 43Q: 3 clusters Score -1.0832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10832003.000000 Penalty: 5619.566895
	Iteration 44Q: 3 clusters Score -1.0832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10832002.000000 Penalty: 5619.566895
	Iteration 45Q: 3 clusters Score -1.0832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10831999.000000 Penalty: 5619.566895
	Iteration 46Q: 3 clusters Score -1.0832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10832002.000000 Penalty: 5619.566895
	Iteration 47Q: 3 clusters Score -1.0832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10831987.000000 Penalty: 5619.566895
	Iteration 48Q: 3 clusters Score -1.083199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10831991.000000 Penalty: 5619.566895
	Iteration 49Q: 3 clusters Score -1.083199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10831989.000000 Penalty: 5619.566895
	Iteration 50Q: 3 clusters Score -1.083199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10831989.000000 Penalty: 5619.566895
	Iteration 51F: 3 clusters Score -1.083199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 45988 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162445 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117574 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267312.000000 Penalty: 139205.625000
Iteration 159Q: 42 clusters Score -1.112673e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13852 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 52488 members 
Mstep: Class 10 contains 24227 members 
Mstep: Class 11 contains 8256 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11002 members 
Mstep: Class 15 contains 29494 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 49242 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1572 members 
Mstep: Class 28 contains 45990 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39641 members 
Mstep: Class 32 contains 162464 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117572 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267328.000000 Penalty: 139205.625000
Iteration 160F: 42 clusters Score -1.112673e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16581 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24229 members 
Mstep: Class 11 contains 8297 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 4001 members 
Mstep: Class 17 contains 49242 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1572 members 
Mstep: Class 28 contains 45991 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 39640 members 
Mstep: Class 32 contains 162480 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117570 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267392.000000 Penalty: 139205.625000
Iteration 161Q: 42 clusters Score -1.112674e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24232 members 
Mstep: Class 11 contains 8336 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 29498 members 
Mstep: Class 16 contains 3965 members 
Mstep: Class 17 contains 49242 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1571 members 
Mstep: Class 28 contains 45987 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162504 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117566 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267448.000000 Penalty: 139205.625000
Iteration 162Q: 42 clusters Score -1.112674e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13825 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89763 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16579 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24236 members 
Mstep: Class 11 contains 8364 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 29500 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 49241 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 45984 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 162526 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117563 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4903 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267432.000000 Penalty: 139205.625000
Iteration 163Q: 42 clusters Score -1.112674e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24237 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10996 members 
Mstep: Class 15 contains 29503 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 49242 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 45973 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39636 members 
Mstep: Class 32 contains 162550 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117563 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4906 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267344.000000 Penalty: 139205.625000
Iteration 164Q: 42 clusters Score -1.112673e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24241 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 29506 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 49244 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7259 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1565 members 
Mstep: Class 28 contains 45967 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6506 members 
Mstep: Class 31 contains 39633 members 
Mstep: Class 32 contains 162565 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117561 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4907 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267264.000000 Penalty: 139205.625000
Iteration 165Q: 42 clusters Score -1.112673e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13819 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24245 members 
Mstep: Class 11 contains 8505 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 29507 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 49245 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 1565 members 
Mstep: Class 28 contains 45958 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39634 members 
Mstep: Class 32 contains 162582 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117565 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4910 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12019 members 
Mstep: Class 41 contains 83252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267344.000000 Penalty: 139205.625000
Iteration 166Q: 42 clusters Score -1.112673e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16574 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24244 members 
Mstep: Class 11 contains 8543 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 29508 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 49243 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 1565 members 
Mstep: Class 28 contains 45960 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39634 members 
Mstep: Class 32 contains 162604 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117562 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4910 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12019 members 
Mstep: Class 41 contains 83249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267392.000000 Penalty: 139205.625000
Iteration 167Q: 42 clusters Score -1.112674e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13810 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16574 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24243 members 
Mstep: Class 11 contains 8583 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 29511 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 49244 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7227 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 45958 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39631 members 
Mstep: Class 32 contains 162615 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117564 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4910 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12019 members 
Mstep: Class 41 contains 83253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267440.000000 Penalty: 139205.625000
Iteration 168Q: 42 clusters Score -1.112674e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16574 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24245 members 
Mstep: Class 11 contains 8621 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10997 members 
Mstep: Class 15 contains 29514 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 49244 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 45955 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39629 members 
Mstep: Class 32 contains 162621 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117561 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4910 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12018 members 
Mstep: Class 41 contains 83252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267520.000000 Penalty: 139205.625000
Iteration 169Q: 42 clusters Score -1.112675e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24246 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 29514 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 49244 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 45949 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39627 members 
Mstep: Class 32 contains 162627 members 
Mstep: Class 33 contains 12724 members 
Mstep: Class 34 contains 117567 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4911 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12019 members 
Mstep: Class 41 contains 83250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267536.000000 Penalty: 139205.625000
Iteration 170Q: 42 clusters Score -1.112675e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24247 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 29516 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 45944 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39623 members 
Mstep: Class 32 contains 162636 members 
Mstep: Class 33 contains 12723 members 
Mstep: Class 34 contains 117567 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4913 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12020 members 
Mstep: Class 41 contains 83247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267592.000000 Penalty: 139205.625000
Iteration 171Q: 42 clusters Score -1.112676e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13798 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24248 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 29517 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 49248 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 45934 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39622 members 
Mstep: Class 32 contains 162653 members 
Mstep: Class 33 contains 12723 members 
Mstep: Class 34 contains 117572 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12022 members 
Mstep: Class 41 contains 83244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267648.000000 Penalty: 139205.625000
Iteration 172Q: 42 clusters Score -1.112676e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89766 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24248 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10992 members 
Mstep: Class 15 contains 29517 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 17 contains 49248 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7190 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1563 members 
Mstep: Class 28 contains 45933 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 39624 members 
Mstep: Class 32 contains 162677 members 
Mstep: Class 33 contains 12721 members 
Mstep: Class 34 contains 117573 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12023 members 
Mstep: Class 41 contains 83236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267680.000000 Penalty: 139205.625000
Iteration 173Q: 42 clusters Score -1.112677e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13786 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52485 members 
Mstep: Class 10 contains 24249 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 29518 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1563 members 
Mstep: Class 28 contains 45931 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 39623 members 
Mstep: Class 32 contains 162692 members 
Mstep: Class 33 contains 12720 members 
Mstep: Class 34 contains 117571 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12022 members 
Mstep: Class 41 contains 83231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267656.000000 Penalty: 139205.625000
Iteration 174Q: 42 clusters Score -1.112677e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13777 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24249 members 
Mstep: Class 11 contains 8766 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 29517 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 45928 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 39624 members 
Mstep: Class 32 contains 162700 members 
Mstep: Class 33 contains 12718 members 
Mstep: Class 34 contains 117569 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12024 members 
Mstep: Class 41 contains 83230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267640.000000 Penalty: 139205.625000
Iteration 175Q: 42 clusters Score -1.112676e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13772 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24251 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 29519 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 45919 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 39621 members 
Mstep: Class 32 contains 162713 members 
Mstep: Class 33 contains 12718 members 
Mstep: Class 34 contains 117563 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 12025 members 
Mstep: Class 41 contains 83224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267712.000000 Penalty: 139205.625000
Iteration 176Q: 42 clusters Score -1.112677e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13770 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24253 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 45914 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39621 members 
Mstep: Class 32 contains 162720 members 
Mstep: Class 33 contains 12717 members 
Mstep: Class 34 contains 117563 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 623 members 
Mstep: Class 40 contains 12025 members 
Mstep: Class 41 contains 83220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267720.000000 Penalty: 139205.625000
Iteration 177Q: 42 clusters Score -1.112677e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13760 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52486 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 29521 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 45906 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162732 members 
Mstep: Class 33 contains 12715 members 
Mstep: Class 34 contains 117559 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12026 members 
Mstep: Class 41 contains 83212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267704.000000 Penalty: 139205.625000
Iteration 178Q: 42 clusters Score -1.112677e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13750 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52488 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 45901 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162741 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 117559 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12029 members 
Mstep: Class 41 contains 83207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267808.000000 Penalty: 139205.625000
Iteration 179Q: 42 clusters Score -1.112678e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89766 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24257 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 45896 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39617 members 
Mstep: Class 32 contains 162752 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 117551 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12029 members 
Mstep: Class 41 contains 83202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267848.000000 Penalty: 139205.625000
Iteration 180F: 42 clusters Score -1.112678e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13736 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24258 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 49250 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 45887 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39617 members 
Mstep: Class 32 contains 162754 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267848.000000 Penalty: 139205.625000
Iteration 181Q: 42 clusters Score -1.112678e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89764 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 49250 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 4591 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 45886 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162759 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267944.000000 Penalty: 139205.625000
Iteration 182Q: 42 clusters Score -1.112679e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13728 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 49251 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 45876 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39617 members 
Mstep: Class 32 contains 162759 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267880.000000 Penalty: 139205.625000
Iteration 183Q: 42 clusters Score -1.112679e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89763 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 49252 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 4594 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 45879 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162763 members 
Mstep: Class 33 contains 12713 members 
Mstep: Class 34 contains 117546 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 622 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267936.000000 Penalty: 139205.625000
Iteration 184Q: 42 clusters Score -1.112679e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13716 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89766 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24258 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 49254 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 4595 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 45876 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162774 members 
Mstep: Class 33 contains 12712 members 
Mstep: Class 34 contains 117543 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267984.000000 Penalty: 139205.625000
Iteration 185Q: 42 clusters Score -1.11268e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13714 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52488 members 
Mstep: Class 10 contains 24258 members 
Mstep: Class 11 contains 8977 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 49255 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 45866 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12712 members 
Mstep: Class 34 contains 117539 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4916 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268008.000000 Penalty: 139205.625000
Iteration 186Q: 42 clusters Score -1.11268e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52488 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10977 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 49254 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 4597 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 45864 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162788 members 
Mstep: Class 33 contains 12712 members 
Mstep: Class 34 contains 117541 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267984.000000 Penalty: 139205.625000
Iteration 187Q: 42 clusters Score -1.11268e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13706 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3518 members 
Mstep: Class 17 contains 49255 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 7117 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1550 members 
Mstep: Class 28 contains 45862 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162796 members 
Mstep: Class 33 contains 12712 members 
Mstep: Class 34 contains 117534 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4914 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267896.000000 Penalty: 139205.625000
Iteration 188Q: 42 clusters Score -1.112679e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 13693 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10971 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 49257 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 7115 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7464 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 45855 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162797 members 
Mstep: Class 33 contains 12711 members 
Mstep: Class 34 contains 117533 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267912.000000 Penalty: 139205.625000
Iteration 189Q: 42 clusters Score -1.112679e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13682 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 49258 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7108 members 
Mstep: Class 20 contains 4611 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162802 members 
Mstep: Class 33 contains 12710 members 
Mstep: Class 34 contains 117537 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4917 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267896.000000 Penalty: 139205.625000
Iteration 190Q: 42 clusters Score -1.112679e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13679 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 52487 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7462 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39621 members 
Mstep: Class 32 contains 162811 members 
Mstep: Class 33 contains 12709 members 
Mstep: Class 34 contains 117533 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4917 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268000.000000 Penalty: 139205.625000
Iteration 191Q: 42 clusters Score -1.11268e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13670 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52488 members 
Mstep: Class 10 contains 24260 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10963 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 49258 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 45846 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39621 members 
Mstep: Class 32 contains 162810 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117533 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4917 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12029 members 
Mstep: Class 41 contains 83201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 139205.625000
Iteration 192Q: 42 clusters Score -1.11268e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13664 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89771 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24262 members 
Mstep: Class 11 contains 9049 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3515 members 
Mstep: Class 17 contains 49257 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162806 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 117532 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4918 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 193Q: 42 clusters Score -1.11268e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 24262 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 45847 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162806 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 117533 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4921 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12030 members 
Mstep: Class 41 contains 83199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268008.000000 Penalty: 139205.625000
Iteration 194Q: 42 clusters Score -1.11268e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24261 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 45845 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162812 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 117533 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4925 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268136.000000 Penalty: 139205.625000
Iteration 195Q: 42 clusters Score -1.112681e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13656 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89771 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3487 members 
Mstep: Class 17 contains 49260 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162806 members 
Mstep: Class 33 contains 12706 members 
Mstep: Class 34 contains 117538 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4927 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 139205.625000
Iteration 196Q: 42 clusters Score -1.112681e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13652 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89771 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9097 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 49262 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1550 members 
Mstep: Class 28 contains 45839 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162803 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117536 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4929 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 139205.625000
Iteration 197Q: 42 clusters Score -1.11268e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13650 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89770 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 49262 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 45839 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162806 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117533 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267968.000000 Penalty: 139205.625000
Iteration 198Q: 42 clusters Score -1.11268e+08 nChanged 56
Entering ConstructFrom: 
Score: -111267968.000000 Penalty: 139205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -219648.906250 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -219648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217234.812500 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -217234.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217626.890625 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -217626.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217735.421875 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -217735.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -217786.515625 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -217786.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217808.656250 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -217808.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -217832.390625 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -217832.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217851.328125 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -217851.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217866.390625 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -217866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217877.265625 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -217877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217888.593750 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -217888.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217896.281250 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -217896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217902.171875 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -217902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217907.703125 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -217907.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217914.218750 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -217914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217919.593750 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -217919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217921.656250 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -217921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217923.828125 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -217923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217926.984375 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -217927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217928.515625 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -217928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217928.875000 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -217928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217928.875000 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -217928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -223547.453125 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -223547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221166.765625 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -221166.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -222602.703125 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -222602.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -223272.515625 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -223272.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -223677.406250 Penalty: 3788.307373
	Iteration 3F: 3 clusters Score -223677.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -223933.250000 Penalty: 3788.307373
	Iteration 4F: 3 clusters Score -223933.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -224070.406250 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -224070.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -224143.203125 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -224143.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -224178.687500 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -224178.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -224193.984375 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -224194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -224203.562500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -224203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -224212.187500 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -224212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -224218.453125 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -224218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -224224.156250 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -224224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -224227.140625 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -224227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -224229.828125 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -224229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -224230.765625 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -224230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -224241.109375 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -224241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -224245.562500 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -224245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -224246.921875 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -224246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -224246.921875 Penalty: 3788.307373
	Iteration 19F: 3 clusters Score -224246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 17 contains 49263 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162805 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117537 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83197 members 
Mstep: Class 42 contains 1719 members 
Entering Unmasked Estep 
Score: -111267320.000000 Penalty: 142600.890625
Splitting cluster 2 changes total score from -111267968.000000 to -111267320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Entering Unmasked Estep 
Score: -1746393.750000 Penalty: 2361.312500
	Iteration 0F: 2 clusters Score -1746394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1736388.250000 Penalty: 4722.625000
	Iteration 0F: 3 clusters Score -1736388 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1739496.625000 Penalty: 4722.625000
	Iteration 1F: 3 clusters Score -1739497 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1740016.250000 Penalty: 4722.625000
	Iteration 2F: 3 clusters Score -1740016 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1740587.625000 Penalty: 4722.625000
	Iteration 3F: 3 clusters Score -1740588 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1741278.250000 Penalty: 4722.625000
	Iteration 4F: 3 clusters Score -1741278 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1742012.875000 Penalty: 4722.625000
	Iteration 5F: 3 clusters Score -1742013 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1742714.375000 Penalty: 4722.625000
	Iteration 6F: 3 clusters Score -1742714 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1743221.500000 Penalty: 4722.625000
	Iteration 7F: 3 clusters Score -1743222 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1743545.000000 Penalty: 4722.625000
	Iteration 8Q: 3 clusters Score -1743545 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1743735.750000 Penalty: 4722.625000
	Iteration 9Q: 3 clusters Score -1743736 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1743864.250000 Penalty: 4722.625000
	Iteration 10Q: 3 clusters Score -1743864 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1743974.125000 Penalty: 4722.625000
	Iteration 11Q: 3 clusters Score -1743974 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1744060.625000 Penalty: 4722.625000
	Iteration 12Q: 3 clusters Score -1744061 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1744127.875000 Penalty: 4722.625000
	Iteration 13Q: 3 clusters Score -1744128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1744191.000000 Penalty: 4722.625000
	Iteration 14Q: 3 clusters Score -1744191 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1744242.875000 Penalty: 4722.625000
	Iteration 15Q: 3 clusters Score -1744243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1744301.250000 Penalty: 4722.625000
	Iteration 16Q: 3 clusters Score -1744301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1744341.250000 Penalty: 4722.625000
	Iteration 17Q: 3 clusters Score -1744341 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1744365.125000 Penalty: 4722.625000
	Iteration 18Q: 3 clusters Score -1744365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1744390.250000 Penalty: 4722.625000
	Iteration 19Q: 3 clusters Score -1744390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1744419.875000 Penalty: 4722.625000
	Iteration 20F: 3 clusters Score -1744420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1744442.750000 Penalty: 4722.625000
	Iteration 21Q: 3 clusters Score -1744443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1744468.500000 Penalty: 4722.625000
	Iteration 22Q: 3 clusters Score -1744468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1744486.125000 Penalty: 4722.625000
	Iteration 23Q: 3 clusters Score -1744486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1744508.750000 Penalty: 4722.625000
	Iteration 24Q: 3 clusters Score -1744509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1744527.625000 Penalty: 4722.625000
	Iteration 25Q: 3 clusters Score -1744528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1744542.000000 Penalty: 4722.625000
	Iteration 26Q: 3 clusters Score -1744542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1744557.625000 Penalty: 4722.625000
	Iteration 27Q: 3 clusters Score -1744558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1744567.875000 Penalty: 4722.625000
	Iteration 28Q: 3 clusters Score -1744568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1744580.500000 Penalty: 4722.625000
	Iteration 29Q: 3 clusters Score -1744580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1744591.250000 Penalty: 4722.625000
	Iteration 30Q: 3 clusters Score -1744591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1744599.625000 Penalty: 4722.625000
	Iteration 31Q: 3 clusters Score -1744600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1744614.000000 Penalty: 4722.625000
	Iteration 32Q: 3 clusters Score -1744614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1744622.625000 Penalty: 4722.625000
	Iteration 33Q: 3 clusters Score -1744623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1744630.000000 Penalty: 4722.625000
	Iteration 34Q: 3 clusters Score -1744630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1744640.625000 Penalty: 4722.625000
	Iteration 35Q: 3 clusters Score -1744641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1744654.250000 Penalty: 4722.625000
	Iteration 36Q: 3 clusters Score -1744654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1744660.750000 Penalty: 4722.625000
	Iteration 37Q: 3 clusters Score -1744661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1744665.500000 Penalty: 4722.625000
	Iteration 38Q: 3 clusters Score -1744666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1744674.250000 Penalty: 4722.625000
	Iteration 39Q: 3 clusters Score -1744674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1744676.750000 Penalty: 4722.625000
	Iteration 40F: 3 clusters Score -1744677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1744681.625000 Penalty: 4722.625000
	Iteration 41Q: 3 clusters Score -1744682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1744685.875000 Penalty: 4722.625000
	Iteration 42Q: 3 clusters Score -1744686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1744688.000000 Penalty: 4722.625000
	Iteration 43Q: 3 clusters Score -1744688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1744686.375000 Penalty: 4722.625000
	Iteration 44Q: 3 clusters Score -1744686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1744691.500000 Penalty: 4722.625000
	Iteration 45Q: 3 clusters Score -1744692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1744693.875000 Penalty: 4722.625000
	Iteration 46Q: 3 clusters Score -1744694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1744693.250000 Penalty: 4722.625000
	Iteration 47Q: 3 clusters Score -1744693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1744696.875000 Penalty: 4722.625000
	Iteration 48Q: 3 clusters Score -1744697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1744694.875000 Penalty: 4722.625000
	Iteration 49Q: 3 clusters Score -1744695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1744697.375000 Penalty: 4722.625000
	Iteration 50Q: 3 clusters Score -1744697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1744702.625000 Penalty: 4722.625000
	Iteration 51Q: 3 clusters Score -1744703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1744702.375000 Penalty: 4722.625000
	Iteration 52Q: 3 clusters Score -1744702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1744703.125000 Penalty: 4722.625000
	Iteration 53Q: 3 clusters Score -1744703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1744706.500000 Penalty: 4722.625000
	Iteration 54Q: 3 clusters Score -1744706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1744706.500000 Penalty: 4722.625000
	Iteration 55Q: 3 clusters Score -1744706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1744706.500000 Penalty: 4722.625000
	Iteration 56F: 3 clusters Score -1744706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -146043.968750 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -146044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143985.687500 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -143985.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144310.937500 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -144310.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144427.656250 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -144427.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144527.015625 Penalty: 3518.328857
	Iteration 3Q: 3 clusters Score -144527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144605.578125 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -144605.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144711.875000 Penalty: 3518.328857
	Iteration 5Q: 3 clusters Score -144711.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144771.718750 Penalty: 3518.328857
	Iteration 6Q: 3 clusters Score -144771.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144833.578125 Penalty: 3518.328857
	Iteration 7Q: 3 clusters Score -144833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144882.546875 Penalty: 3518.328857
	Iteration 8Q: 3 clusters Score -144882.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -144916.296875 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -144916.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144937.640625 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -144937.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -144947.406250 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -144947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144959.250000 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -144959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144966.468750 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -144966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144971.765625 Penalty: 3518.328857
	Iteration 14Q: 3 clusters Score -144971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144976.187500 Penalty: 3518.328857
	Iteration 15Q: 3 clusters Score -144976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144980.375000 Penalty: 3518.328857
	Iteration 16Q: 3 clusters Score -144980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144985.875000 Penalty: 3518.328857
	Iteration 17Q: 3 clusters Score -144985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -144994.484375 Penalty: 3518.328857
	Iteration 18Q: 3 clusters Score -144994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -145000.875000 Penalty: 3518.328857
	Iteration 19Q: 3 clusters Score -145000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -145009.937500 Penalty: 3518.328857
	Iteration 20F: 3 clusters Score -145009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145016.718750 Penalty: 3518.328857
	Iteration 21Q: 3 clusters Score -145016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145022.218750 Penalty: 3518.328857
	Iteration 22Q: 3 clusters Score -145022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145023.171875 Penalty: 3518.328857
	Iteration 23Q: 3 clusters Score -145023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145025.078125 Penalty: 3518.328857
	Iteration 24Q: 3 clusters Score -145025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145026.562500 Penalty: 3518.328857
	Iteration 25Q: 3 clusters Score -145026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -145029.640625 Penalty: 3518.328857
	Iteration 26Q: 3 clusters Score -145029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145032.578125 Penalty: 3518.328857
	Iteration 27Q: 3 clusters Score -145032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145037.218750 Penalty: 3518.328857
	Iteration 28Q: 3 clusters Score -145037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145040.703125 Penalty: 3518.328857
	Iteration 29Q: 3 clusters Score -145040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145043.187500 Penalty: 3518.328857
	Iteration 30Q: 3 clusters Score -145043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145045.484375 Penalty: 3518.328857
	Iteration 31Q: 3 clusters Score -145045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145047.187500 Penalty: 3518.328857
	Iteration 32Q: 3 clusters Score -145047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145050.468750 Penalty: 3518.328857
	Iteration 33Q: 3 clusters Score -145050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145053.078125 Penalty: 3518.328857
	Iteration 34Q: 3 clusters Score -145053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145053.593750 Penalty: 3518.328857
	Iteration 35Q: 3 clusters Score -145053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -145054.250000 Penalty: 3518.328857
	Iteration 36Q: 3 clusters Score -145054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145055.250000 Penalty: 3518.328857
	Iteration 37Q: 3 clusters Score -145055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145055.468750 Penalty: 3518.328857
	Iteration 38Q: 3 clusters Score -145055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145055.468750 Penalty: 3518.328857
	Iteration 39F: 3 clusters Score -145055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -265060.437500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -265060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -262266.968750 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -262267 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -262923.250000 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -262923.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263122.531250 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -263122.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -263267.875000 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -263267.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -263387.125000 Penalty: 3851.511719
	Iteration 4Q: 3 clusters Score -263387.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -263469.531250 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -263469.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263534.312500 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -263534.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -263591.218750 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -263591.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263643.843750 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -263643.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263685.000000 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -263685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263711.781250 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -263711.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263736.093750 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -263736.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263759.531250 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -263759.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -263780.750000 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -263780.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -263807.031250 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -263807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263821.812500 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -263821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263836.593750 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -263836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263847.937500 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -263847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263857.218750 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -263857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -263864.750000 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -263864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263878.125000 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -263878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263890.875000 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -263890.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263906.218750 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -263906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -263918.000000 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -263918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263931.062500 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -263931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263934.468750 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -263934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263940.312500 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -263940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263945.906250 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -263945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263954.656250 Penalty: 3851.511719
	Iteration 28Q: 3 clusters Score -263954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263965.000000 Penalty: 3851.511719
	Iteration 29Q: 3 clusters Score -263965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263976.281250 Penalty: 3851.511719
	Iteration 30Q: 3 clusters Score -263976.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263990.375000 Penalty: 3851.511719
	Iteration 31Q: 3 clusters Score -263990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264001.281250 Penalty: 3851.511719
	Iteration 32Q: 3 clusters Score -264001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264006.593750 Penalty: 3851.511719
	Iteration 33Q: 3 clusters Score -264006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264008.968750 Penalty: 3851.511719
	Iteration 34Q: 3 clusters Score -264009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264011.031250 Penalty: 3851.511719
	Iteration 35Q: 3 clusters Score -264011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -264013.593750 Penalty: 3851.511719
	Iteration 36Q: 3 clusters Score -264013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -264016.781250 Penalty: 3851.511719
	Iteration 37Q: 3 clusters Score -264016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264023.718750 Penalty: 3851.511719
	Iteration 38Q: 3 clusters Score -264023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -264030.281250 Penalty: 3851.511719
	Iteration 39Q: 3 clusters Score -264030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264039.000000 Penalty: 3851.511719
	Iteration 40F: 3 clusters Score -264039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264052.187500 Penalty: 3851.511719
	Iteration 41Q: 3 clusters Score -264052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264079.156250 Penalty: 3851.511719
	Iteration 42Q: 3 clusters Score -264079.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264111.968750 Penalty: 3851.511719
	Iteration 43Q: 3 clusters Score -264112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264132.406250 Penalty: 3851.511719
	Iteration 44Q: 3 clusters Score -264132.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264152.250000 Penalty: 3851.511719
	Iteration 45Q: 3 clusters Score -264152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264171.093750 Penalty: 3851.511719
	Iteration 46Q: 3 clusters Score -264171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -264181.093750 Penalty: 3851.511719
	Iteration 47Q: 3 clusters Score -264181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -264191.468750 Penalty: 3851.511719
	Iteration 48Q: 3 clusters Score -264191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -264197.562500 Penalty: 3851.511719
	Iteration 49Q: 3 clusters Score -264197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264205.593750 Penalty: 3851.511719
	Iteration 50Q: 3 clusters Score -264205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -264212.406250 Penalty: 3851.511719
	Iteration 51Q: 3 clusters Score -264212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -264216.343750 Penalty: 3851.511719
	Iteration 52Q: 3 clusters Score -264216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -264219.562500 Penalty: 3851.511719
	Iteration 53Q: 3 clusters Score -264219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -264220.937500 Penalty: 3851.511719
	Iteration 54Q: 3 clusters Score -264220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -264221.625000 Penalty: 3851.511719
	Iteration 55Q: 3 clusters Score -264221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -264223.500000 Penalty: 3851.511719
	Iteration 56Q: 3 clusters Score -264223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264225.375000 Penalty: 3851.511719
	Iteration 57Q: 3 clusters Score -264225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264227.968750 Penalty: 3851.511719
	Iteration 58Q: 3 clusters Score -264228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264230.843750 Penalty: 3851.511719
	Iteration 59Q: 3 clusters Score -264230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -264232.875000 Penalty: 3851.511719
	Iteration 60F: 3 clusters Score -264232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264233.687500 Penalty: 3851.511719
	Iteration 61Q: 3 clusters Score -264233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264233.687500 Penalty: 3851.511719
	Iteration 62F: 3 clusters Score -264233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Entering Unmasked Estep 
Score: -11766524.000000 Penalty: 2828.438721
	Iteration 0F: 2 clusters Score -1.176652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -11706027.000000 Penalty: 5656.877441
	Iteration 0F: 3 clusters Score -1.170603e+07 nChanged 42539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -11730258.000000 Penalty: 5656.877441
	Iteration 1F: 3 clusters Score -1.173026e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -11731409.000000 Penalty: 5656.877441
	Iteration 2Q: 3 clusters Score -1.173141e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -11732985.000000 Penalty: 5656.877441
	Iteration 3Q: 3 clusters Score -1.173298e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -11735695.000000 Penalty: 5656.877441
	Iteration 4F: 3 clusters Score -1.17357e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -11739786.000000 Penalty: 5656.877441
	Iteration 5F: 3 clusters Score -1.173979e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -11745225.000000 Penalty: 5656.877441
	Iteration 6F: 3 clusters Score -1.174522e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -11751028.000000 Penalty: 5656.877441
	Iteration 7F: 3 clusters Score -1.175103e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -11755993.000000 Penalty: 5656.877441
	Iteration 8F: 3 clusters Score -1.175599e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -11759624.000000 Penalty: 5656.877441
	Iteration 9Q: 3 clusters Score -1.175962e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -11761824.000000 Penalty: 5656.877441
	Iteration 10Q: 3 clusters Score -1.176182e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11762984.000000 Penalty: 5656.877441
	Iteration 11Q: 3 clusters Score -1.176298e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -11763631.000000 Penalty: 5656.877441
	Iteration 12Q: 3 clusters Score -1.176363e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11763880.000000 Penalty: 5656.877441
	Iteration 13Q: 3 clusters Score -1.176388e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -11764034.000000 Penalty: 5656.877441
	Iteration 14Q: 3 clusters Score -1.176403e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11764143.000000 Penalty: 5656.877441
	Iteration 15Q: 3 clusters Score -1.176414e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11764177.000000 Penalty: 5656.877441
	Iteration 16Q: 3 clusters Score -1.176418e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11764193.000000 Penalty: 5656.877441
	Iteration 17Q: 3 clusters Score -1.176419e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -11764215.000000 Penalty: 5656.877441
	Iteration 18Q: 3 clusters Score -1.176422e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -11764239.000000 Penalty: 5656.877441
	Iteration 19Q: 3 clusters Score -1.176424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11764255.000000 Penalty: 5656.877441
	Iteration 20F: 3 clusters Score -1.176426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11764265.000000 Penalty: 5656.877441
	Iteration 21Q: 3 clusters Score -1.176426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11764274.000000 Penalty: 5656.877441
	Iteration 22Q: 3 clusters Score -1.176427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11764282.000000 Penalty: 5656.877441
	Iteration 23Q: 3 clusters Score -1.176428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11764283.000000 Penalty: 5656.877441
	Iteration 24Q: 3 clusters Score -1.176428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11764298.000000 Penalty: 5656.877441
	Iteration 25Q: 3 clusters Score -1.17643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11764296.000000 Penalty: 5656.877441
	Iteration 26Q: 3 clusters Score -1.17643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11764299.000000 Penalty: 5656.877441
	Iteration 27Q: 3 clusters Score -1.17643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11764302.000000 Penalty: 5656.877441
	Iteration 28Q: 3 clusters Score -1.17643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11764319.000000 Penalty: 5656.877441
	Iteration 29Q: 3 clusters Score -1.176432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11764306.000000 Penalty: 5656.877441
	Iteration 30Q: 3 clusters Score -1.176431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11764309.000000 Penalty: 5656.877441
	Iteration 31Q: 3 clusters Score -1.176431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11764309.000000 Penalty: 5656.877441
	Iteration 32Q: 3 clusters Score -1.176431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11764315.000000 Penalty: 5656.877441
	Iteration 33Q: 3 clusters Score -1.176432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11764320.000000 Penalty: 5656.877441
	Iteration 34Q: 3 clusters Score -1.176432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11764318.000000 Penalty: 5656.877441
	Iteration 35Q: 3 clusters Score -1.176432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11764316.000000 Penalty: 5656.877441
	Iteration 36Q: 3 clusters Score -1.176432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11764315.000000 Penalty: 5656.877441
	Iteration 37Q: 3 clusters Score -1.176432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11764310.000000 Penalty: 5656.877441
	Iteration 38Q: 3 clusters Score -1.176431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11764308.000000 Penalty: 5656.877441
	Iteration 39Q: 3 clusters Score -1.176431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11764307.000000 Penalty: 5656.877441
	Iteration 40F: 3 clusters Score -1.176431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -438632.031250 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -438632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -435101.031250 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -435101 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -435841.593750 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -435841.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -436059.718750 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -436059.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -436210.000000 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -436210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436315.562500 Penalty: 4033.385010
	Iteration 4Q: 3 clusters Score -436315.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -436392.750000 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -436392.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436455.781250 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -436455.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -436508.750000 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -436508.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -436568.312500 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -436568.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -436625.812500 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -436625.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -436667.250000 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -436667.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -436702.718750 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -436702.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -436736.937500 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -436736.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -436763.218750 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -436763.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -436782.343750 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -436782.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -436793.781250 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -436793.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -436800.000000 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -436800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -436805.531250 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -436805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -436808.875000 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -436808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -436811.312500 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -436811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -436817.906250 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -436817.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -436824.812500 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -436824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -436831.625000 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -436831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -436835.500000 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -436835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -436839.156250 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -436839.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -436844.468750 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -436844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -436847.437500 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -436847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -436849.937500 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -436849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -436852.312500 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -436852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -436853.718750 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -436853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -436854.218750 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -436854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -436854.218750 Penalty: 4033.385010
	Iteration 31F: 3 clusters Score -436854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Entering Unmasked Estep 
Score: -2020804.625000 Penalty: 2409.481445
	Iteration 0F: 2 clusters Score -2020805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2009058.875000 Penalty: 4818.962891
	Iteration 0F: 3 clusters Score -2009059 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2013073.500000 Penalty: 4818.962891
	Iteration 1F: 3 clusters Score -2013074 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2013831.125000 Penalty: 4818.962891
	Iteration 2F: 3 clusters Score -2013831 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2014615.250000 Penalty: 4818.962891
	Iteration 3F: 3 clusters Score -2014615 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2015593.500000 Penalty: 4818.962891
	Iteration 4F: 3 clusters Score -2015594 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2016616.375000 Penalty: 4818.962891
	Iteration 5F: 3 clusters Score -2016616 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2017480.375000 Penalty: 4818.962891
	Iteration 6F: 3 clusters Score -2017480 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2018150.500000 Penalty: 4818.962891
	Iteration 7F: 3 clusters Score -2018150 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2018579.000000 Penalty: 4818.962891
	Iteration 8Q: 3 clusters Score -2018579 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2018797.125000 Penalty: 4818.962891
	Iteration 9Q: 3 clusters Score -2018797 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2018924.500000 Penalty: 4818.962891
	Iteration 10Q: 3 clusters Score -2018924 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2018989.500000 Penalty: 4818.962891
	Iteration 11Q: 3 clusters Score -2018990 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2019050.250000 Penalty: 4818.962891
	Iteration 12Q: 3 clusters Score -2019050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2019099.750000 Penalty: 4818.962891
	Iteration 13Q: 3 clusters Score -2019100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2019134.875000 Penalty: 4818.962891
	Iteration 14Q: 3 clusters Score -2019135 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2019170.125000 Penalty: 4818.962891
	Iteration 15Q: 3 clusters Score -2019170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2019191.375000 Penalty: 4818.962891
	Iteration 16Q: 3 clusters Score -2019191 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2019220.625000 Penalty: 4818.962891
	Iteration 17Q: 3 clusters Score -2019221 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2019243.625000 Penalty: 4818.962891
	Iteration 18Q: 3 clusters Score -2019244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2019251.500000 Penalty: 4818.962891
	Iteration 19Q: 3 clusters Score -2019252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2019258.625000 Penalty: 4818.962891
	Iteration 20F: 3 clusters Score -2019259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2019268.875000 Penalty: 4818.962891
	Iteration 21Q: 3 clusters Score -2019269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2019266.875000 Penalty: 4818.962891
	Iteration 22Q: 3 clusters Score -2019267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2019280.250000 Penalty: 4818.962891
	Iteration 23Q: 3 clusters Score -2019280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2019273.750000 Penalty: 4818.962891
	Iteration 24Q: 3 clusters Score -2019274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2019281.000000 Penalty: 4818.962891
	Iteration 25Q: 3 clusters Score -2019281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2019287.625000 Penalty: 4818.962891
	Iteration 26Q: 3 clusters Score -2019288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2019291.375000 Penalty: 4818.962891
	Iteration 27Q: 3 clusters Score -2019291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2019294.000000 Penalty: 4818.962891
	Iteration 28Q: 3 clusters Score -2019294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2019295.125000 Penalty: 4818.962891
	Iteration 29Q: 3 clusters Score -2019295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2019297.375000 Penalty: 4818.962891
	Iteration 30Q: 3 clusters Score -2019297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2019296.750000 Penalty: 4818.962891
	Iteration 31Q: 3 clusters Score -2019297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2019299.125000 Penalty: 4818.962891
	Iteration 32Q: 3 clusters Score -2019299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2019305.500000 Penalty: 4818.962891
	Iteration 33Q: 3 clusters Score -2019306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2019314.750000 Penalty: 4818.962891
	Iteration 34Q: 3 clusters Score -2019315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2019313.500000 Penalty: 4818.962891
	Iteration 35Q: 3 clusters Score -2019314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2019315.875000 Penalty: 4818.962891
	Iteration 36Q: 3 clusters Score -2019316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2019319.750000 Penalty: 4818.962891
	Iteration 37Q: 3 clusters Score -2019320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2019320.250000 Penalty: 4818.962891
	Iteration 38Q: 3 clusters Score -2019320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2019325.375000 Penalty: 4818.962891
	Iteration 39Q: 3 clusters Score -2019325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2019323.125000 Penalty: 4818.962891
	Iteration 40F: 3 clusters Score -2019323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2019322.375000 Penalty: 4818.962891
	Iteration 41Q: 3 clusters Score -2019322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2019334.375000 Penalty: 4818.962891
	Iteration 42Q: 3 clusters Score -2019334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2019336.000000 Penalty: 4818.962891
	Iteration 43Q: 3 clusters Score -2019336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2019343.125000 Penalty: 4818.962891
	Iteration 44Q: 3 clusters Score -2019343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2019346.250000 Penalty: 4818.962891
	Iteration 45Q: 3 clusters Score -2019346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2019343.375000 Penalty: 4818.962891
	Iteration 46Q: 3 clusters Score -2019343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2019353.125000 Penalty: 4818.962891
	Iteration 47Q: 3 clusters Score -2019353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2019367.875000 Penalty: 4818.962891
	Iteration 48Q: 3 clusters Score -2019368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2019373.625000 Penalty: 4818.962891
	Iteration 49Q: 3 clusters Score -2019374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2019370.875000 Penalty: 4818.962891
	Iteration 50Q: 3 clusters Score -2019371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2019372.000000 Penalty: 4818.962891
	Iteration 51Q: 3 clusters Score -2019372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2019378.250000 Penalty: 4818.962891
	Iteration 52Q: 3 clusters Score -2019378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2019381.125000 Penalty: 4818.962891
	Iteration 53Q: 3 clusters Score -2019381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2019379.125000 Penalty: 4818.962891
	Iteration 54Q: 3 clusters Score -2019379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2019380.375000 Penalty: 4818.962891
	Iteration 55Q: 3 clusters Score -2019380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2019376.250000 Penalty: 4818.962891
	Iteration 56Q: 3 clusters Score -2019376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2019380.500000 Penalty: 4818.962891
	Iteration 57Q: 3 clusters Score -2019380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2019380.000000 Penalty: 4818.962891
	Iteration 58Q: 3 clusters Score -2019380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2019387.000000 Penalty: 4818.962891
	Iteration 59Q: 3 clusters Score -2019387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2019385.625000 Penalty: 4818.962891
	Iteration 60F: 3 clusters Score -2019386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2019384.000000 Penalty: 4818.962891
	Iteration 61Q: 3 clusters Score -2019384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2019384.000000 Penalty: 4818.962891
	Iteration 62F: 3 clusters Score -2019384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Entering Unmasked Estep 
Score: -6942846.000000 Penalty: 2695.357666
	Iteration 0F: 2 clusters Score -6942846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -6907389.000000 Penalty: 5390.715332
	Iteration 0F: 3 clusters Score -6907389 nChanged 24457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -6921033.000000 Penalty: 5390.715332
	Iteration 1F: 3 clusters Score -6921033 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -6921671.000000 Penalty: 5390.715332
	Iteration 2Q: 3 clusters Score -6921671 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6922328.500000 Penalty: 5390.715332
	Iteration 3Q: 3 clusters Score -6922328 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -6923135.000000 Penalty: 5390.715332
	Iteration 4Q: 3 clusters Score -6923135 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -6924310.500000 Penalty: 5390.715332
	Iteration 5Q: 3 clusters Score -6924310 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -6926215.000000 Penalty: 5390.715332
	Iteration 6F: 3 clusters Score -6926215 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -6929046.500000 Penalty: 5390.715332
	Iteration 7F: 3 clusters Score -6929046 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -6932734.000000 Penalty: 5390.715332
	Iteration 8F: 3 clusters Score -6932734 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -6936291.000000 Penalty: 5390.715332
	Iteration 9F: 3 clusters Score -6936291 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -6938660.000000 Penalty: 5390.715332
	Iteration 10Q: 3 clusters Score -6938660 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6939868.000000 Penalty: 5390.715332
	Iteration 11Q: 3 clusters Score -6939868 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6940453.000000 Penalty: 5390.715332
	Iteration 12Q: 3 clusters Score -6940453 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -6940689.000000 Penalty: 5390.715332
	Iteration 13Q: 3 clusters Score -6940689 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6940831.000000 Penalty: 5390.715332
	Iteration 14Q: 3 clusters Score -6940831 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6940928.000000 Penalty: 5390.715332
	Iteration 15Q: 3 clusters Score -6940928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6940977.500000 Penalty: 5390.715332
	Iteration 16Q: 3 clusters Score -6940978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6941040.000000 Penalty: 5390.715332
	Iteration 17Q: 3 clusters Score -6941040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6941052.000000 Penalty: 5390.715332
	Iteration 18Q: 3 clusters Score -6941052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -6941076.000000 Penalty: 5390.715332
	Iteration 19Q: 3 clusters Score -6941076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -6941088.000000 Penalty: 5390.715332
	Iteration 20F: 3 clusters Score -6941088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -6941108.500000 Penalty: 5390.715332
	Iteration 21Q: 3 clusters Score -6941108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6941140.500000 Penalty: 5390.715332
	Iteration 22Q: 3 clusters Score -6941140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6941172.500000 Penalty: 5390.715332
	Iteration 23Q: 3 clusters Score -6941172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -6941204.000000 Penalty: 5390.715332
	Iteration 24Q: 3 clusters Score -6941204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -6941222.000000 Penalty: 5390.715332
	Iteration 25Q: 3 clusters Score -6941222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6941240.500000 Penalty: 5390.715332
	Iteration 26Q: 3 clusters Score -6941240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6941254.500000 Penalty: 5390.715332
	Iteration 27Q: 3 clusters Score -6941254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -6941276.000000 Penalty: 5390.715332
	Iteration 28Q: 3 clusters Score -6941276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -6941291.500000 Penalty: 5390.715332
	Iteration 29Q: 3 clusters Score -6941292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6941307.000000 Penalty: 5390.715332
	Iteration 30Q: 3 clusters Score -6941307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6941324.500000 Penalty: 5390.715332
	Iteration 31Q: 3 clusters Score -6941324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -6941330.000000 Penalty: 5390.715332
	Iteration 32Q: 3 clusters Score -6941330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -6941344.000000 Penalty: 5390.715332
	Iteration 33Q: 3 clusters Score -6941344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6941356.500000 Penalty: 5390.715332
	Iteration 34Q: 3 clusters Score -6941356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6941381.000000 Penalty: 5390.715332
	Iteration 35Q: 3 clusters Score -6941381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6941399.000000 Penalty: 5390.715332
	Iteration 36Q: 3 clusters Score -6941399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6941400.000000 Penalty: 5390.715332
	Iteration 37Q: 3 clusters Score -6941400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -6941408.000000 Penalty: 5390.715332
	Iteration 38Q: 3 clusters Score -6941408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6941401.500000 Penalty: 5390.715332
	Iteration 39Q: 3 clusters Score -6941402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -6941400.000000 Penalty: 5390.715332
	Iteration 40F: 3 clusters Score -6941400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -6941406.000000 Penalty: 5390.715332
	Iteration 41Q: 3 clusters Score -6941406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6941404.500000 Penalty: 5390.715332
	Iteration 42Q: 3 clusters Score -6941404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -6941410.500000 Penalty: 5390.715332
	Iteration 43Q: 3 clusters Score -6941410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6941408.500000 Penalty: 5390.715332
	Iteration 44Q: 3 clusters Score -6941408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6941408.500000 Penalty: 5390.715332
	Iteration 45F: 3 clusters Score -6941408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Entering Unmasked Estep 
Score: -3138892.750000 Penalty: 2503.983643
	Iteration 0F: 2 clusters Score -3138893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3122048.250000 Penalty: 5007.967285
	Iteration 0F: 3 clusters Score -3122048 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3127944.500000 Penalty: 5007.967285
	Iteration 1F: 3 clusters Score -3127944 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3128367.250000 Penalty: 5007.967285
	Iteration 2F: 3 clusters Score -3128367 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3128793.500000 Penalty: 5007.967285
	Iteration 3Q: 3 clusters Score -3128794 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3129171.250000 Penalty: 5007.967285
	Iteration 4Q: 3 clusters Score -3129171 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3129613.250000 Penalty: 5007.967285
	Iteration 5Q: 3 clusters Score -3129613 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3130132.500000 Penalty: 5007.967285
	Iteration 6Q: 3 clusters Score -3130132 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3130810.500000 Penalty: 5007.967285
	Iteration 7F: 3 clusters Score -3130810 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3131720.000000 Penalty: 5007.967285
	Iteration 8F: 3 clusters Score -3131720 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3132865.000000 Penalty: 5007.967285
	Iteration 9F: 3 clusters Score -3132865 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3133994.000000 Penalty: 5007.967285
	Iteration 10F: 3 clusters Score -3133994 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3134924.250000 Penalty: 5007.967285
	Iteration 11Q: 3 clusters Score -3134924 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3135634.250000 Penalty: 5007.967285
	Iteration 12Q: 3 clusters Score -3135634 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3136053.750000 Penalty: 5007.967285
	Iteration 13Q: 3 clusters Score -3136054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3136329.000000 Penalty: 5007.967285
	Iteration 14Q: 3 clusters Score -3136329 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3136449.750000 Penalty: 5007.967285
	Iteration 15Q: 3 clusters Score -3136450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3136523.500000 Penalty: 5007.967285
	Iteration 16Q: 3 clusters Score -3136524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3136573.250000 Penalty: 5007.967285
	Iteration 17Q: 3 clusters Score -3136573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3136618.250000 Penalty: 5007.967285
	Iteration 18Q: 3 clusters Score -3136618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3136652.750000 Penalty: 5007.967285
	Iteration 19Q: 3 clusters Score -3136653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3136673.750000 Penalty: 5007.967285
	Iteration 20F: 3 clusters Score -3136674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3136697.750000 Penalty: 5007.967285
	Iteration 21Q: 3 clusters Score -3136698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3136712.000000 Penalty: 5007.967285
	Iteration 22Q: 3 clusters Score -3136712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3136718.000000 Penalty: 5007.967285
	Iteration 23Q: 3 clusters Score -3136718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3136718.500000 Penalty: 5007.967285
	Iteration 24Q: 3 clusters Score -3136718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3136723.500000 Penalty: 5007.967285
	Iteration 25Q: 3 clusters Score -3136724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3136723.500000 Penalty: 5007.967285
	Iteration 26F: 3 clusters Score -3136724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -1204959.625000 Penalty: 2261.428711
	Iteration 0F: 2 clusters Score -1204960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1197803.750000 Penalty: 4522.857422
	Iteration 0F: 3 clusters Score -1197804 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1199765.000000 Penalty: 4522.857422
	Iteration 1F: 3 clusters Score -1199765 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1200073.625000 Penalty: 4522.857422
	Iteration 2F: 3 clusters Score -1200074 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1200311.125000 Penalty: 4522.857422
	Iteration 3F: 3 clusters Score -1200311 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1200516.625000 Penalty: 4522.857422
	Iteration 4Q: 3 clusters Score -1200517 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1200698.250000 Penalty: 4522.857422
	Iteration 5Q: 3 clusters Score -1200698 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1200878.500000 Penalty: 4522.857422
	Iteration 6Q: 3 clusters Score -1200878 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1201056.375000 Penalty: 4522.857422
	Iteration 7Q: 3 clusters Score -1201056 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1201257.875000 Penalty: 4522.857422
	Iteration 8Q: 3 clusters Score -1201258 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1201502.250000 Penalty: 4522.857422
	Iteration 9Q: 3 clusters Score -1201502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1201760.625000 Penalty: 4522.857422
	Iteration 10Q: 3 clusters Score -1201761 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1201967.750000 Penalty: 4522.857422
	Iteration 11Q: 3 clusters Score -1201968 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1202151.000000 Penalty: 4522.857422
	Iteration 12Q: 3 clusters Score -1202151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1202322.500000 Penalty: 4522.857422
	Iteration 13Q: 3 clusters Score -1202322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1202471.875000 Penalty: 4522.857422
	Iteration 14Q: 3 clusters Score -1202472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1202597.375000 Penalty: 4522.857422
	Iteration 15Q: 3 clusters Score -1202597 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1202716.500000 Penalty: 4522.857422
	Iteration 16Q: 3 clusters Score -1202716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1202779.000000 Penalty: 4522.857422
	Iteration 17Q: 3 clusters Score -1202779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1202833.625000 Penalty: 4522.857422
	Iteration 18Q: 3 clusters Score -1202834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1202867.250000 Penalty: 4522.857422
	Iteration 19Q: 3 clusters Score -1202867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1202894.875000 Penalty: 4522.857422
	Iteration 20F: 3 clusters Score -1202895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1202926.625000 Penalty: 4522.857422
	Iteration 21Q: 3 clusters Score -1202927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1202947.375000 Penalty: 4522.857422
	Iteration 22Q: 3 clusters Score -1202947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1202966.250000 Penalty: 4522.857422
	Iteration 23Q: 3 clusters Score -1202966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1202977.500000 Penalty: 4522.857422
	Iteration 24Q: 3 clusters Score -1202978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1202987.875000 Penalty: 4522.857422
	Iteration 25Q: 3 clusters Score -1202988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1202995.250000 Penalty: 4522.857422
	Iteration 26Q: 3 clusters Score -1202995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1202999.375000 Penalty: 4522.857422
	Iteration 27Q: 3 clusters Score -1202999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1203005.250000 Penalty: 4522.857422
	Iteration 28Q: 3 clusters Score -1203005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1203006.000000 Penalty: 4522.857422
	Iteration 29Q: 3 clusters Score -1203006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1203008.250000 Penalty: 4522.857422
	Iteration 30Q: 3 clusters Score -1203008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1203012.125000 Penalty: 4522.857422
	Iteration 31Q: 3 clusters Score -1203012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1203016.125000 Penalty: 4522.857422
	Iteration 32Q: 3 clusters Score -1203016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1203018.750000 Penalty: 4522.857422
	Iteration 33Q: 3 clusters Score -1203019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1203024.375000 Penalty: 4522.857422
	Iteration 34Q: 3 clusters Score -1203024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1203026.875000 Penalty: 4522.857422
	Iteration 35Q: 3 clusters Score -1203027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1203032.375000 Penalty: 4522.857422
	Iteration 36Q: 3 clusters Score -1203032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1203035.625000 Penalty: 4522.857422
	Iteration 37Q: 3 clusters Score -1203036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1203038.125000 Penalty: 4522.857422
	Iteration 38Q: 3 clusters Score -1203038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1203040.750000 Penalty: 4522.857422
	Iteration 39Q: 3 clusters Score -1203041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1203045.875000 Penalty: 4522.857422
	Iteration 40F: 3 clusters Score -1203046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1203048.000000 Penalty: 4522.857422
	Iteration 41Q: 3 clusters Score -1203048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1203049.250000 Penalty: 4522.857422
	Iteration 42Q: 3 clusters Score -1203049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1203052.750000 Penalty: 4522.857422
	Iteration 43Q: 3 clusters Score -1203053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1203054.125000 Penalty: 4522.857422
	Iteration 44Q: 3 clusters Score -1203054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1203054.125000 Penalty: 4522.857422
	Iteration 45F: 3 clusters Score -1203054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -691723.062500 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -691723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -686853.687500 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -686853.7 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -688121.500000 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -688121.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -688364.812500 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -688364.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -688578.625000 Penalty: 4279.763672
	Iteration 3F: 3 clusters Score -688578.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -688759.187500 Penalty: 4279.763672
	Iteration 4Q: 3 clusters Score -688759.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -688907.187500 Penalty: 4279.763672
	Iteration 5Q: 3 clusters Score -688907.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -689016.875000 Penalty: 4279.763672
	Iteration 6Q: 3 clusters Score -689016.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -689126.375000 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -689126.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -689209.562500 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -689209.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -689284.062500 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -689284.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -689336.625000 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -689336.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -689389.875000 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -689389.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -689447.437500 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -689447.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -689503.437500 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -689503.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -689575.250000 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -689575.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -689664.250000 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -689664.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -689775.125000 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -689775.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -689955.312500 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -689955.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -690191.250000 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -690191.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -690414.437500 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -690414.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -690518.312500 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -690518.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -690571.562500 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -690571.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -690613.687500 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -690613.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -690647.625000 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -690647.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -690663.125000 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -690663.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -690674.937500 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -690674.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -690682.625000 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -690682.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -690688.875000 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -690688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -690692.562500 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -690692.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -690694.875000 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -690694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -690695.062500 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -690695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -690695.750000 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -690695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -690696.687500 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -690696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -690696.125000 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -690696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -690696.250000 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -690696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -690697.750000 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -690697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -690697.812500 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -690697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -690699.875000 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -690699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -690700.625000 Penalty: 4279.763672
	Iteration 38Q: 3 clusters Score -690700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -690700.437500 Penalty: 4279.763672
	Iteration 39Q: 3 clusters Score -690700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690701.937500 Penalty: 4279.763672
	Iteration 40F: 3 clusters Score -690701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690701.500000 Penalty: 4279.763672
	Iteration 41Q: 3 clusters Score -690701.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690701.500000 Penalty: 4279.763672
	Iteration 42F: 3 clusters Score -690701.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -564204.750000 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -564204.8 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 2219 members 
Entering Unmasked Estep 
Score: -560113.937500 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -560113.9 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -561228.875000 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -561228.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -561527.750000 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -561527.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -561693.187500 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -561693.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -561808.562500 Penalty: 4165.164062
	Iteration 4Q: 3 clusters Score -561808.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -561902.750000 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -561902.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -561981.000000 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -561981 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -562040.125000 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -562040.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -562091.000000 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -562091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -562142.000000 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -562142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -562209.187500 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -562209.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -562263.187500 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -562263.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -562328.625000 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -562328.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -562403.375000 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -562403.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -562460.437500 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -562460.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -562530.250000 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -562530.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -562600.562500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -562600.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -562664.937500 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -562664.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -562704.937500 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -562704.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -562745.312500 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -562745.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -562783.125000 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -562783.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -562813.250000 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -562813.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -562828.875000 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -562828.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -562843.562500 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -562843.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -562854.875000 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -562854.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -562864.000000 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -562864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -562873.187500 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -562873.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -562876.750000 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -562876.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -562883.250000 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -562883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -562887.687500 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -562887.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -562892.562500 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -562892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -562894.562500 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -562894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -562900.312500 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -562900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -562902.750000 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -562902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -562907.187500 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -562907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -562910.250000 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -562910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -562912.625000 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -562912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -562913.062500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -562913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -562913.437500 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -562913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -562915.062500 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -562915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -562916.187500 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -562916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -562918.125000 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -562918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -562919.625000 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -562919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -562920.687500 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -562920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -562920.000000 Penalty: 4165.164062
	Iteration 44Q: 3 clusters Score -562920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -562921.437500 Penalty: 4165.164062
	Iteration 45Q: 3 clusters Score -562921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -562923.062500 Penalty: 4165.164062
	Iteration 46Q: 3 clusters Score -562923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -562922.625000 Penalty: 4165.164062
	Iteration 47Q: 3 clusters Score -562922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -562923.937500 Penalty: 4165.164062
	Iteration 48Q: 3 clusters Score -562923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -562923.937500 Penalty: 4165.164062
	Iteration 49F: 3 clusters Score -562923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Entering Unmasked Estep 
Score: -1326308.250000 Penalty: 2306.897949
	Iteration 0F: 2 clusters Score -1326308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1318086.500000 Penalty: 4613.795898
	Iteration 0F: 3 clusters Score -1318086 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1320750.375000 Penalty: 4613.795898
	Iteration 1F: 3 clusters Score -1320750 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1321191.250000 Penalty: 4613.795898
	Iteration 2F: 3 clusters Score -1321191 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1321562.125000 Penalty: 4613.795898
	Iteration 3F: 3 clusters Score -1321562 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1321931.500000 Penalty: 4613.795898
	Iteration 4F: 3 clusters Score -1321932 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1322232.250000 Penalty: 4613.795898
	Iteration 5Q: 3 clusters Score -1322232 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1322533.875000 Penalty: 4613.795898
	Iteration 6Q: 3 clusters Score -1322534 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1322836.500000 Penalty: 4613.795898
	Iteration 7Q: 3 clusters Score -1322836 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1323113.375000 Penalty: 4613.795898
	Iteration 8Q: 3 clusters Score -1323113 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1323383.000000 Penalty: 4613.795898
	Iteration 9Q: 3 clusters Score -1323383 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1323629.875000 Penalty: 4613.795898
	Iteration 10Q: 3 clusters Score -1323630 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1323847.750000 Penalty: 4613.795898
	Iteration 11Q: 3 clusters Score -1323848 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1324037.750000 Penalty: 4613.795898
	Iteration 12Q: 3 clusters Score -1324038 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1324190.375000 Penalty: 4613.795898
	Iteration 13Q: 3 clusters Score -1324190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1324327.875000 Penalty: 4613.795898
	Iteration 14Q: 3 clusters Score -1324328 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1324442.500000 Penalty: 4613.795898
	Iteration 15Q: 3 clusters Score -1324442 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1324546.125000 Penalty: 4613.795898
	Iteration 16Q: 3 clusters Score -1324546 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1324637.125000 Penalty: 4613.795898
	Iteration 17Q: 3 clusters Score -1324637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1324699.250000 Penalty: 4613.795898
	Iteration 18Q: 3 clusters Score -1324699 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1324759.125000 Penalty: 4613.795898
	Iteration 19Q: 3 clusters Score -1324759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1324818.875000 Penalty: 4613.795898
	Iteration 20F: 3 clusters Score -1324819 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1324871.375000 Penalty: 4613.795898
	Iteration 21Q: 3 clusters Score -1324871 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1324913.625000 Penalty: 4613.795898
	Iteration 22Q: 3 clusters Score -1324914 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1324950.625000 Penalty: 4613.795898
	Iteration 23Q: 3 clusters Score -1324951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1324980.500000 Penalty: 4613.795898
	Iteration 24Q: 3 clusters Score -1324980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1325003.750000 Penalty: 4613.795898
	Iteration 25Q: 3 clusters Score -1325004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1325024.250000 Penalty: 4613.795898
	Iteration 26Q: 3 clusters Score -1325024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1325039.375000 Penalty: 4613.795898
	Iteration 27Q: 3 clusters Score -1325039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1325048.875000 Penalty: 4613.795898
	Iteration 28Q: 3 clusters Score -1325049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1325056.125000 Penalty: 4613.795898
	Iteration 29Q: 3 clusters Score -1325056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1325063.250000 Penalty: 4613.795898
	Iteration 30Q: 3 clusters Score -1325063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1325069.875000 Penalty: 4613.795898
	Iteration 31Q: 3 clusters Score -1325070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1325066.875000 Penalty: 4613.795898
	Iteration 32Q: 3 clusters Score -1325067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1325074.750000 Penalty: 4613.795898
	Iteration 33Q: 3 clusters Score -1325075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1325077.875000 Penalty: 4613.795898
	Iteration 34Q: 3 clusters Score -1325078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1325080.750000 Penalty: 4613.795898
	Iteration 35Q: 3 clusters Score -1325081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1325083.250000 Penalty: 4613.795898
	Iteration 36Q: 3 clusters Score -1325083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1325081.375000 Penalty: 4613.795898
	Iteration 37Q: 3 clusters Score -1325081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1325082.000000 Penalty: 4613.795898
	Iteration 38Q: 3 clusters Score -1325082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1325080.000000 Penalty: 4613.795898
	Iteration 39Q: 3 clusters Score -1325080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1325079.625000 Penalty: 4613.795898
	Iteration 40F: 3 clusters Score -1325080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -3862414.750000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -3862415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3842101.750000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -3842102 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3849265.500000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -3849266 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3849729.500000 Penalty: 5105.273926
	Iteration 2Q: 3 clusters Score -3849730 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3850210.500000 Penalty: 5105.273926
	Iteration 3Q: 3 clusters Score -3850210 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3850779.250000 Penalty: 5105.273926
	Iteration 4Q: 3 clusters Score -3850779 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3851412.750000 Penalty: 5105.273926
	Iteration 5Q: 3 clusters Score -3851413 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3852237.500000 Penalty: 5105.273926
	Iteration 6F: 3 clusters Score -3852238 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3853390.000000 Penalty: 5105.273926
	Iteration 7F: 3 clusters Score -3853390 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3854829.250000 Penalty: 5105.273926
	Iteration 8F: 3 clusters Score -3854829 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3856454.750000 Penalty: 5105.273926
	Iteration 9F: 3 clusters Score -3856455 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3857934.750000 Penalty: 5105.273926
	Iteration 10F: 3 clusters Score -3857935 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3859015.750000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -3859016 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3859576.250000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -3859576 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3859855.000000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -3859855 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3860007.500000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -3860008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3860079.750000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -3860080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3860136.000000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -3860136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3860154.500000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -3860154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3860177.250000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -3860177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3860187.000000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -3860187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3860200.750000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -3860201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3860204.500000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -3860204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3860220.000000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -3860220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3860219.250000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -3860219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3860226.000000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -3860226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3860238.000000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -3860238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3860237.250000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -3860237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3860237.250000 Penalty: 5105.273926
	Iteration 27F: 3 clusters Score -3860237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -450025.156250 Penalty: 2021.244385
	Iteration 0F: 2 clusters Score -450025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -446425.125000 Penalty: 4042.488770
	Iteration 0F: 3 clusters Score -446425.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -447223.843750 Penalty: 4042.488770
	Iteration 1F: 3 clusters Score -447223.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -447401.062500 Penalty: 4042.488770
	Iteration 2F: 3 clusters Score -447401.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -447502.906250 Penalty: 4042.488770
	Iteration 3Q: 3 clusters Score -447502.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -447570.812500 Penalty: 4042.488770
	Iteration 4Q: 3 clusters Score -447570.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -447611.437500 Penalty: 4042.488770
	Iteration 5Q: 3 clusters Score -447611.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -447639.687500 Penalty: 4042.488770
	Iteration 6Q: 3 clusters Score -447639.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -447658.468750 Penalty: 4042.488770
	Iteration 7Q: 3 clusters Score -447658.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -447681.750000 Penalty: 4042.488770
	Iteration 8Q: 3 clusters Score -447681.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -447701.781250 Penalty: 4042.488770
	Iteration 9Q: 3 clusters Score -447701.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -447721.875000 Penalty: 4042.488770
	Iteration 10Q: 3 clusters Score -447721.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -447733.968750 Penalty: 4042.488770
	Iteration 11Q: 3 clusters Score -447734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -447744.062500 Penalty: 4042.488770
	Iteration 12Q: 3 clusters Score -447744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -447748.718750 Penalty: 4042.488770
	Iteration 13Q: 3 clusters Score -447748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -447753.687500 Penalty: 4042.488770
	Iteration 14Q: 3 clusters Score -447753.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -447760.781250 Penalty: 4042.488770
	Iteration 15Q: 3 clusters Score -447760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -447768.593750 Penalty: 4042.488770
	Iteration 16Q: 3 clusters Score -447768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -447773.218750 Penalty: 4042.488770
	Iteration 17Q: 3 clusters Score -447773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -447777.593750 Penalty: 4042.488770
	Iteration 18Q: 3 clusters Score -447777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -447782.968750 Penalty: 4042.488770
	Iteration 19Q: 3 clusters Score -447783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -447790.375000 Penalty: 4042.488770
	Iteration 20F: 3 clusters Score -447790.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -447797.656250 Penalty: 4042.488770
	Iteration 21Q: 3 clusters Score -447797.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -447801.031250 Penalty: 4042.488770
	Iteration 22Q: 3 clusters Score -447801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -447806.781250 Penalty: 4042.488770
	Iteration 23Q: 3 clusters Score -447806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -447810.843750 Penalty: 4042.488770
	Iteration 24Q: 3 clusters Score -447810.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -447814.750000 Penalty: 4042.488770
	Iteration 25Q: 3 clusters Score -447814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -447819.687500 Penalty: 4042.488770
	Iteration 26Q: 3 clusters Score -447819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -447822.906250 Penalty: 4042.488770
	Iteration 27Q: 3 clusters Score -447822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -447823.250000 Penalty: 4042.488770
	Iteration 28Q: 3 clusters Score -447823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -447824.437500 Penalty: 4042.488770
	Iteration 29Q: 3 clusters Score -447824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -447824.343750 Penalty: 4042.488770
	Iteration 30Q: 3 clusters Score -447824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -447824.343750 Penalty: 4042.488770
	Iteration 31F: 3 clusters Score -447824.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Entering Unmasked Estep 
Score: -6368137.500000 Penalty: 2679.622314
	Iteration 0F: 2 clusters Score -6368138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6334953.000000 Penalty: 5359.244629
	Iteration 0F: 3 clusters Score -6334953 nChanged 22775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -6347585.000000 Penalty: 5359.244629
	Iteration 1F: 3 clusters Score -6347585 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6348424.500000 Penalty: 5359.244629
	Iteration 2Q: 3 clusters Score -6348424 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -6349579.000000 Penalty: 5359.244629
	Iteration 3Q: 3 clusters Score -6349579 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6351306.000000 Penalty: 5359.244629
	Iteration 4F: 3 clusters Score -6351306 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -6353503.500000 Penalty: 5359.244629
	Iteration 5F: 3 clusters Score -6353504 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -6356128.500000 Penalty: 5359.244629
	Iteration 6F: 3 clusters Score -6356128 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6358275.500000 Penalty: 5359.244629
	Iteration 7F: 3 clusters Score -6358276 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -6359781.000000 Penalty: 5359.244629
	Iteration 8F: 3 clusters Score -6359781 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -6360685.000000 Penalty: 5359.244629
	Iteration 9Q: 3 clusters Score -6360685 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -6361188.500000 Penalty: 5359.244629
	Iteration 10Q: 3 clusters Score -6361188 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -6361562.000000 Penalty: 5359.244629
	Iteration 11Q: 3 clusters Score -6361562 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -6361878.500000 Penalty: 5359.244629
	Iteration 12Q: 3 clusters Score -6361878 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -6362139.500000 Penalty: 5359.244629
	Iteration 13Q: 3 clusters Score -6362140 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -6362437.500000 Penalty: 5359.244629
	Iteration 14Q: 3 clusters Score -6362438 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -6362810.500000 Penalty: 5359.244629
	Iteration 15Q: 3 clusters Score -6362810 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6363186.500000 Penalty: 5359.244629
	Iteration 16Q: 3 clusters Score -6363186 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -6363597.000000 Penalty: 5359.244629
	Iteration 17Q: 3 clusters Score -6363597 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -6364074.500000 Penalty: 5359.244629
	Iteration 18Q: 3 clusters Score -6364074 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -6364507.000000 Penalty: 5359.244629
	Iteration 19Q: 3 clusters Score -6364507 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -6364899.000000 Penalty: 5359.244629
	Iteration 20F: 3 clusters Score -6364899 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -6365226.500000 Penalty: 5359.244629
	Iteration 21Q: 3 clusters Score -6365226 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -6365479.000000 Penalty: 5359.244629
	Iteration 22Q: 3 clusters Score -6365479 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -6365678.000000 Penalty: 5359.244629
	Iteration 23Q: 3 clusters Score -6365678 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -6365828.000000 Penalty: 5359.244629
	Iteration 24Q: 3 clusters Score -6365828 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -6365946.500000 Penalty: 5359.244629
	Iteration 25Q: 3 clusters Score -6365946 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -6366080.500000 Penalty: 5359.244629
	Iteration 26Q: 3 clusters Score -6366080 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6366177.500000 Penalty: 5359.244629
	Iteration 27Q: 3 clusters Score -6366178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -6366265.000000 Penalty: 5359.244629
	Iteration 28Q: 3 clusters Score -6366265 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -6366356.000000 Penalty: 5359.244629
	Iteration 29Q: 3 clusters Score -6366356 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6366462.500000 Penalty: 5359.244629
	Iteration 30Q: 3 clusters Score -6366462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -6366542.000000 Penalty: 5359.244629
	Iteration 31Q: 3 clusters Score -6366542 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -6366580.000000 Penalty: 5359.244629
	Iteration 32Q: 3 clusters Score -6366580 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -6366640.500000 Penalty: 5359.244629
	Iteration 33Q: 3 clusters Score -6366640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -6366673.500000 Penalty: 5359.244629
	Iteration 34Q: 3 clusters Score -6366674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -6366707.500000 Penalty: 5359.244629
	Iteration 35Q: 3 clusters Score -6366708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6366727.500000 Penalty: 5359.244629
	Iteration 36Q: 3 clusters Score -6366728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -6366750.500000 Penalty: 5359.244629
	Iteration 37Q: 3 clusters Score -6366750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -6366780.000000 Penalty: 5359.244629
	Iteration 38Q: 3 clusters Score -6366780 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -6366798.500000 Penalty: 5359.244629
	Iteration 39Q: 3 clusters Score -6366798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -6366815.000000 Penalty: 5359.244629
	Iteration 40F: 3 clusters Score -6366815 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -6366819.500000 Penalty: 5359.244629
	Iteration 41Q: 3 clusters Score -6366820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -6366847.000000 Penalty: 5359.244629
	Iteration 42Q: 3 clusters Score -6366847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -6366861.000000 Penalty: 5359.244629
	Iteration 43Q: 3 clusters Score -6366861 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -6366872.000000 Penalty: 5359.244629
	Iteration 44Q: 3 clusters Score -6366872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6366885.500000 Penalty: 5359.244629
	Iteration 45Q: 3 clusters Score -6366886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6366905.500000 Penalty: 5359.244629
	Iteration 46Q: 3 clusters Score -6366906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6366901.500000 Penalty: 5359.244629
	Iteration 47Q: 3 clusters Score -6366902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -6366910.000000 Penalty: 5359.244629
	Iteration 48Q: 3 clusters Score -6366910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6366905.500000 Penalty: 5359.244629
	Iteration 49Q: 3 clusters Score -6366906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6366907.000000 Penalty: 5359.244629
	Iteration 50Q: 3 clusters Score -6366907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6366920.500000 Penalty: 5359.244629
	Iteration 51Q: 3 clusters Score -6366920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -6366932.500000 Penalty: 5359.244629
	Iteration 52Q: 3 clusters Score -6366932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6366943.000000 Penalty: 5359.244629
	Iteration 53Q: 3 clusters Score -6366943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6366966.000000 Penalty: 5359.244629
	Iteration 54Q: 3 clusters Score -6366966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -6366969.000000 Penalty: 5359.244629
	Iteration 55Q: 3 clusters Score -6366969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6366966.000000 Penalty: 5359.244629
	Iteration 56Q: 3 clusters Score -6366966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -6366968.500000 Penalty: 5359.244629
	Iteration 57Q: 3 clusters Score -6366968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -6366969.500000 Penalty: 5359.244629
	Iteration 58Q: 3 clusters Score -6366970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -6366975.500000 Penalty: 5359.244629
	Iteration 59Q: 3 clusters Score -6366976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -6366975.500000 Penalty: 5359.244629
	Iteration 60F: 3 clusters Score -6366976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -6366968.000000 Penalty: 5359.244629
	Iteration 61Q: 3 clusters Score -6366968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6366963.500000 Penalty: 5359.244629
	Iteration 62Q: 3 clusters Score -6366964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6366961.500000 Penalty: 5359.244629
	Iteration 63Q: 3 clusters Score -6366962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6366967.500000 Penalty: 5359.244629
	Iteration 64Q: 3 clusters Score -6366968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -6366976.500000 Penalty: 5359.244629
	Iteration 65Q: 3 clusters Score -6366976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -6366969.000000 Penalty: 5359.244629
	Iteration 66Q: 3 clusters Score -6366969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6366965.000000 Penalty: 5359.244629
	Iteration 67Q: 3 clusters Score -6366965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6366961.500000 Penalty: 5359.244629
	Iteration 68Q: 3 clusters Score -6366962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -6366974.500000 Penalty: 5359.244629
	Iteration 69Q: 3 clusters Score -6366974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6366974.500000 Penalty: 5359.244629
	Iteration 70Q: 3 clusters Score -6366974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -6366977.000000 Penalty: 5359.244629
	Iteration 71Q: 3 clusters Score -6366977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -6366975.000000 Penalty: 5359.244629
	Iteration 72Q: 3 clusters Score -6366975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -6366975.000000 Penalty: 5359.244629
	Iteration 73F: 3 clusters Score -6366975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -671929.687500 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -671929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -667301.500000 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -667301.5 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -668376.625000 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -668376.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -668560.125000 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -668560.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -668675.500000 Penalty: 4249.388672
	Iteration 3Q: 3 clusters Score -668675.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -668750.187500 Penalty: 4249.388672
	Iteration 4Q: 3 clusters Score -668750.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -668826.437500 Penalty: 4249.388672
	Iteration 5Q: 3 clusters Score -668826.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -668917.687500 Penalty: 4249.388672
	Iteration 6Q: 3 clusters Score -668917.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -669057.375000 Penalty: 4249.388672
	Iteration 7Q: 3 clusters Score -669057.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -669278.437500 Penalty: 4249.388672
	Iteration 8Q: 3 clusters Score -669278.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -669583.937500 Penalty: 4249.388672
	Iteration 9F: 3 clusters Score -669583.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -669934.500000 Penalty: 4249.388672
	Iteration 10F: 3 clusters Score -669934.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -670244.437500 Penalty: 4249.388672
	Iteration 11F: 3 clusters Score -670244.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -670429.250000 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -670429.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -670545.750000 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -670545.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -670619.062500 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -670619.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -670660.687500 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -670660.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -670681.937500 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -670681.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -670693.687500 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -670693.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -670705.875000 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -670705.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -670712.562500 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -670712.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -670717.437500 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -670717.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -670718.812500 Penalty: 4249.388672
	Iteration 21Q: 3 clusters Score -670718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -670719.312500 Penalty: 4249.388672
	Iteration 22Q: 3 clusters Score -670719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -670721.000000 Penalty: 4249.388672
	Iteration 23Q: 3 clusters Score -670721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -670721.937500 Penalty: 4249.388672
	Iteration 24Q: 3 clusters Score -670721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -670722.687500 Penalty: 4249.388672
	Iteration 25Q: 3 clusters Score -670722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -670723.500000 Penalty: 4249.388672
	Iteration 26Q: 3 clusters Score -670723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -670725.625000 Penalty: 4249.388672
	Iteration 27Q: 3 clusters Score -670725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -670725.500000 Penalty: 4249.388672
	Iteration 28Q: 3 clusters Score -670725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -670726.062500 Penalty: 4249.388672
	Iteration 29Q: 3 clusters Score -670726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -670726.062500 Penalty: 4249.388672
	Iteration 30F: 3 clusters Score -670726.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Entering Unmasked Estep 
Score: -890274.125000 Penalty: 2198.422119
	Iteration 0F: 2 clusters Score -890274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -884479.750000 Penalty: 4396.844238
	Iteration 0F: 3 clusters Score -884479.8 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -886221.937500 Penalty: 4396.844238
	Iteration 1F: 3 clusters Score -886221.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -886669.125000 Penalty: 4396.844238
	Iteration 2F: 3 clusters Score -886669.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -887034.375000 Penalty: 4396.844238
	Iteration 3F: 3 clusters Score -887034.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -887358.687500 Penalty: 4396.844238
	Iteration 4F: 3 clusters Score -887358.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -887675.000000 Penalty: 4396.844238
	Iteration 5F: 3 clusters Score -887675 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -887976.687500 Penalty: 4396.844238
	Iteration 6F: 3 clusters Score -887976.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -888198.437500 Penalty: 4396.844238
	Iteration 7Q: 3 clusters Score -888198.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -888318.250000 Penalty: 4396.844238
	Iteration 8Q: 3 clusters Score -888318.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -888402.250000 Penalty: 4396.844238
	Iteration 9Q: 3 clusters Score -888402.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -888451.187500 Penalty: 4396.844238
	Iteration 10Q: 3 clusters Score -888451.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -888481.562500 Penalty: 4396.844238
	Iteration 11Q: 3 clusters Score -888481.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -888497.750000 Penalty: 4396.844238
	Iteration 12Q: 3 clusters Score -888497.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -888515.562500 Penalty: 4396.844238
	Iteration 13Q: 3 clusters Score -888515.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -888528.187500 Penalty: 4396.844238
	Iteration 14Q: 3 clusters Score -888528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -888539.625000 Penalty: 4396.844238
	Iteration 15Q: 3 clusters Score -888539.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -888550.687500 Penalty: 4396.844238
	Iteration 16Q: 3 clusters Score -888550.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -888554.937500 Penalty: 4396.844238
	Iteration 17Q: 3 clusters Score -888554.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -888559.375000 Penalty: 4396.844238
	Iteration 18Q: 3 clusters Score -888559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -888562.812500 Penalty: 4396.844238
	Iteration 19Q: 3 clusters Score -888562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -888564.125000 Penalty: 4396.844238
	Iteration 20F: 3 clusters Score -888564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -888566.875000 Penalty: 4396.844238
	Iteration 21Q: 3 clusters Score -888566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -888567.250000 Penalty: 4396.844238
	Iteration 22Q: 3 clusters Score -888567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -888571.000000 Penalty: 4396.844238
	Iteration 23Q: 3 clusters Score -888571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -888571.375000 Penalty: 4396.844238
	Iteration 24Q: 3 clusters Score -888571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -888572.187500 Penalty: 4396.844238
	Iteration 25Q: 3 clusters Score -888572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -888573.250000 Penalty: 4396.844238
	Iteration 26Q: 3 clusters Score -888573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -888574.500000 Penalty: 4396.844238
	Iteration 27Q: 3 clusters Score -888574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -888574.500000 Penalty: 4396.844238
	Iteration 28F: 3 clusters Score -888574.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -536008.187500 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -536008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -531839.562500 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -531839.6 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -533152.625000 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -533152.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -533794.312500 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -533794.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -534445.750000 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -534445.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -535048.875000 Penalty: 4184.677734
	Iteration 4F: 3 clusters Score -535048.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -535429.687500 Penalty: 4184.677734
	Iteration 5F: 3 clusters Score -535429.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -535703.875000 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -535703.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -535889.937500 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -535889.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -535995.125000 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -535995.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -536048.750000 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -536048.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -536087.250000 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -536087.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -536117.250000 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -536117.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -536129.187500 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -536129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -536136.937500 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -536136.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -536141.750000 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -536141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -536143.062500 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -536143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -536145.812500 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -536145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -536146.187500 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -536146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -536146.000000 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -536146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -536146.437500 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -536146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -536146.437500 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -536146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 17 contains 49263 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162805 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117537 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83197 members 
Mstep: Class 42 contains 2542 members 
Entering Unmasked Estep 
Score: -111266960.000000 Penalty: 142600.890625
Splitting cluster 20 changes total score from -111267968.000000 to -111266960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -961640.375000 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -961640.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -955574.375000 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -955574.4 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -957227.875000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -957227.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -957496.125000 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -957496.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -957696.625000 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -957696.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -957835.250000 Penalty: 4420.118652
	Iteration 4Q: 3 clusters Score -957835.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -957965.500000 Penalty: 4420.118652
	Iteration 5Q: 3 clusters Score -957965.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -958120.875000 Penalty: 4420.118652
	Iteration 6Q: 3 clusters Score -958120.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -958298.687500 Penalty: 4420.118652
	Iteration 7Q: 3 clusters Score -958298.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -958497.250000 Penalty: 4420.118652
	Iteration 8Q: 3 clusters Score -958497.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -958736.937500 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -958736.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -958985.437500 Penalty: 4420.118652
	Iteration 10Q: 3 clusters Score -958985.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -959229.750000 Penalty: 4420.118652
	Iteration 11Q: 3 clusters Score -959229.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -959448.375000 Penalty: 4420.118652
	Iteration 12Q: 3 clusters Score -959448.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -959629.812500 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -959629.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -959775.875000 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -959775.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -959894.062500 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -959894.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -959961.812500 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -959961.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -960009.250000 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -960009.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -960043.500000 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -960043.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -960081.062500 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -960081.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -960107.500000 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -960107.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -960119.312500 Penalty: 4420.118652
	Iteration 21Q: 3 clusters Score -960119.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -960130.187500 Penalty: 4420.118652
	Iteration 22Q: 3 clusters Score -960130.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -960142.500000 Penalty: 4420.118652
	Iteration 23Q: 3 clusters Score -960142.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -960152.875000 Penalty: 4420.118652
	Iteration 24Q: 3 clusters Score -960152.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -960160.000000 Penalty: 4420.118652
	Iteration 25Q: 3 clusters Score -960160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -960164.437500 Penalty: 4420.118652
	Iteration 26Q: 3 clusters Score -960164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -960169.687500 Penalty: 4420.118652
	Iteration 27Q: 3 clusters Score -960169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -960173.062500 Penalty: 4420.118652
	Iteration 28Q: 3 clusters Score -960173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -960174.937500 Penalty: 4420.118652
	Iteration 29Q: 3 clusters Score -960174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -960178.375000 Penalty: 4420.118652
	Iteration 30Q: 3 clusters Score -960178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -960180.625000 Penalty: 4420.118652
	Iteration 31Q: 3 clusters Score -960180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -960181.562500 Penalty: 4420.118652
	Iteration 32Q: 3 clusters Score -960181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -960183.312500 Penalty: 4420.118652
	Iteration 33Q: 3 clusters Score -960183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -960185.812500 Penalty: 4420.118652
	Iteration 34Q: 3 clusters Score -960185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -960187.937500 Penalty: 4420.118652
	Iteration 35Q: 3 clusters Score -960187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -960188.500000 Penalty: 4420.118652
	Iteration 36Q: 3 clusters Score -960188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -960188.750000 Penalty: 4420.118652
	Iteration 37Q: 3 clusters Score -960188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -960189.312500 Penalty: 4420.118652
	Iteration 38Q: 3 clusters Score -960189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -960188.812500 Penalty: 4420.118652
	Iteration 39Q: 3 clusters Score -960188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -960188.812500 Penalty: 4420.118652
	Iteration 40F: 3 clusters Score -960188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -93758.406250 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -93758.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92063.031250 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -92063.03 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92637.265625 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -92637.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93033.562500 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -93033.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93359.937500 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -93359.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -93687.171875 Penalty: 3327.209717
	Iteration 4F: 3 clusters Score -93687.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94025.531250 Penalty: 3327.209717
	Iteration 5F: 3 clusters Score -94025.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94083.281250 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -94083.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94129.203125 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -94129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94317.390625 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -94317.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94516.257812 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -94516.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94540.718750 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -94540.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94540.718750 Penalty: 3327.209717
	Iteration 11F: 3 clusters Score -94540.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 17 contains 49263 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162805 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117537 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83197 members 
Mstep: Class 42 contains 508 members 
Entering Unmasked Estep 
Score: -111266960.000000 Penalty: 142600.890625
Splitting cluster 22 changes total score from -111267968.000000 to -111266960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -1810736.000000 Penalty: 2382.193848
	Iteration 0F: 2 clusters Score -1810736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1799926.500000 Penalty: 4764.387695
	Iteration 0F: 3 clusters Score -1799926 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1803462.625000 Penalty: 4764.387695
	Iteration 1F: 3 clusters Score -1803463 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1803976.375000 Penalty: 4764.387695
	Iteration 2F: 3 clusters Score -1803976 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1804508.625000 Penalty: 4764.387695
	Iteration 3F: 3 clusters Score -1804509 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1805017.000000 Penalty: 4764.387695
	Iteration 4F: 3 clusters Score -1805017 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1805540.875000 Penalty: 4764.387695
	Iteration 5F: 3 clusters Score -1805541 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1806033.875000 Penalty: 4764.387695
	Iteration 6F: 3 clusters Score -1806034 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1806468.375000 Penalty: 4764.387695
	Iteration 7F: 3 clusters Score -1806468 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1806785.625000 Penalty: 4764.387695
	Iteration 8Q: 3 clusters Score -1806786 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1807025.625000 Penalty: 4764.387695
	Iteration 9Q: 3 clusters Score -1807026 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1807213.250000 Penalty: 4764.387695
	Iteration 10Q: 3 clusters Score -1807213 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1807376.250000 Penalty: 4764.387695
	Iteration 11Q: 3 clusters Score -1807376 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1807523.750000 Penalty: 4764.387695
	Iteration 12Q: 3 clusters Score -1807524 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1807634.625000 Penalty: 4764.387695
	Iteration 13Q: 3 clusters Score -1807635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1807724.000000 Penalty: 4764.387695
	Iteration 14Q: 3 clusters Score -1807724 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1807809.625000 Penalty: 4764.387695
	Iteration 15Q: 3 clusters Score -1807810 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1807905.125000 Penalty: 4764.387695
	Iteration 16Q: 3 clusters Score -1807905 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1807986.125000 Penalty: 4764.387695
	Iteration 17Q: 3 clusters Score -1807986 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1808040.000000 Penalty: 4764.387695
	Iteration 18Q: 3 clusters Score -1808040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1808099.250000 Penalty: 4764.387695
	Iteration 19Q: 3 clusters Score -1808099 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1808148.875000 Penalty: 4764.387695
	Iteration 20F: 3 clusters Score -1808149 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1808192.375000 Penalty: 4764.387695
	Iteration 21Q: 3 clusters Score -1808192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1808232.625000 Penalty: 4764.387695
	Iteration 22Q: 3 clusters Score -1808233 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1808269.125000 Penalty: 4764.387695
	Iteration 23Q: 3 clusters Score -1808269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1808312.875000 Penalty: 4764.387695
	Iteration 24Q: 3 clusters Score -1808313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1808364.625000 Penalty: 4764.387695
	Iteration 25Q: 3 clusters Score -1808365 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1808409.250000 Penalty: 4764.387695
	Iteration 26Q: 3 clusters Score -1808409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1808464.250000 Penalty: 4764.387695
	Iteration 27Q: 3 clusters Score -1808464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1808529.000000 Penalty: 4764.387695
	Iteration 28Q: 3 clusters Score -1808529 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1808591.750000 Penalty: 4764.387695
	Iteration 29Q: 3 clusters Score -1808592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1808647.000000 Penalty: 4764.387695
	Iteration 30Q: 3 clusters Score -1808647 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1808702.750000 Penalty: 4764.387695
	Iteration 31Q: 3 clusters Score -1808703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1808746.625000 Penalty: 4764.387695
	Iteration 32Q: 3 clusters Score -1808747 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1808792.375000 Penalty: 4764.387695
	Iteration 33Q: 3 clusters Score -1808792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1808824.375000 Penalty: 4764.387695
	Iteration 34Q: 3 clusters Score -1808824 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1808880.125000 Penalty: 4764.387695
	Iteration 35Q: 3 clusters Score -1808880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1808923.750000 Penalty: 4764.387695
	Iteration 36Q: 3 clusters Score -1808924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1808978.750000 Penalty: 4764.387695
	Iteration 37Q: 3 clusters Score -1808979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1809032.125000 Penalty: 4764.387695
	Iteration 38Q: 3 clusters Score -1809032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1809069.750000 Penalty: 4764.387695
	Iteration 39Q: 3 clusters Score -1809070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1809108.250000 Penalty: 4764.387695
	Iteration 40F: 3 clusters Score -1809108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1809137.875000 Penalty: 4764.387695
	Iteration 41Q: 3 clusters Score -1809138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1809161.750000 Penalty: 4764.387695
	Iteration 42Q: 3 clusters Score -1809162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1809174.875000 Penalty: 4764.387695
	Iteration 43Q: 3 clusters Score -1809175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1809196.125000 Penalty: 4764.387695
	Iteration 44Q: 3 clusters Score -1809196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1809204.000000 Penalty: 4764.387695
	Iteration 45Q: 3 clusters Score -1809204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1809214.875000 Penalty: 4764.387695
	Iteration 46Q: 3 clusters Score -1809215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1809223.750000 Penalty: 4764.387695
	Iteration 47Q: 3 clusters Score -1809224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1809232.750000 Penalty: 4764.387695
	Iteration 48Q: 3 clusters Score -1809233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1809243.250000 Penalty: 4764.387695
	Iteration 49Q: 3 clusters Score -1809243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1809244.375000 Penalty: 4764.387695
	Iteration 50Q: 3 clusters Score -1809244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1809260.500000 Penalty: 4764.387695
	Iteration 51Q: 3 clusters Score -1809260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1809269.875000 Penalty: 4764.387695
	Iteration 52Q: 3 clusters Score -1809270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1809279.625000 Penalty: 4764.387695
	Iteration 53Q: 3 clusters Score -1809280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1809285.125000 Penalty: 4764.387695
	Iteration 54Q: 3 clusters Score -1809285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1809295.250000 Penalty: 4764.387695
	Iteration 55Q: 3 clusters Score -1809295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1809297.375000 Penalty: 4764.387695
	Iteration 56Q: 3 clusters Score -1809297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1809301.750000 Penalty: 4764.387695
	Iteration 57Q: 3 clusters Score -1809302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1809307.625000 Penalty: 4764.387695
	Iteration 58Q: 3 clusters Score -1809308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1809302.875000 Penalty: 4764.387695
	Iteration 59Q: 3 clusters Score -1809303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1809309.000000 Penalty: 4764.387695
	Iteration 60F: 3 clusters Score -1809309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1809311.000000 Penalty: 4764.387695
	Iteration 61Q: 3 clusters Score -1809311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1809314.000000 Penalty: 4764.387695
	Iteration 62Q: 3 clusters Score -1809314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1809316.125000 Penalty: 4764.387695
	Iteration 63Q: 3 clusters Score -1809316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1809317.500000 Penalty: 4764.387695
	Iteration 64Q: 3 clusters Score -1809318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1809318.750000 Penalty: 4764.387695
	Iteration 65Q: 3 clusters Score -1809319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1809317.625000 Penalty: 4764.387695
	Iteration 66Q: 3 clusters Score -1809318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1809320.375000 Penalty: 4764.387695
	Iteration 67Q: 3 clusters Score -1809320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1809320.500000 Penalty: 4764.387695
	Iteration 68Q: 3 clusters Score -1809320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1809320.875000 Penalty: 4764.387695
	Iteration 69Q: 3 clusters Score -1809321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1809323.250000 Penalty: 4764.387695
	Iteration 70Q: 3 clusters Score -1809323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1809322.375000 Penalty: 4764.387695
	Iteration 71Q: 3 clusters Score -1809322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1809320.375000 Penalty: 4764.387695
	Iteration 72Q: 3 clusters Score -1809320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1809323.500000 Penalty: 4764.387695
	Iteration 73Q: 3 clusters Score -1809324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1809326.500000 Penalty: 4764.387695
	Iteration 74Q: 3 clusters Score -1809326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1809330.875000 Penalty: 4764.387695
	Iteration 75Q: 3 clusters Score -1809331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1809331.625000 Penalty: 4764.387695
	Iteration 76Q: 3 clusters Score -1809332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1809332.250000 Penalty: 4764.387695
	Iteration 77Q: 3 clusters Score -1809332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1809331.125000 Penalty: 4764.387695
	Iteration 78Q: 3 clusters Score -1809331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1809332.375000 Penalty: 4764.387695
	Iteration 79Q: 3 clusters Score -1809332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1809331.750000 Penalty: 4764.387695
	Iteration 80F: 3 clusters Score -1809332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1809335.125000 Penalty: 4764.387695
	Iteration 81Q: 3 clusters Score -1809335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1809337.875000 Penalty: 4764.387695
	Iteration 82Q: 3 clusters Score -1809338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1809335.250000 Penalty: 4764.387695
	Iteration 83Q: 3 clusters Score -1809335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1809339.375000 Penalty: 4764.387695
	Iteration 84Q: 3 clusters Score -1809339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1809336.125000 Penalty: 4764.387695
	Iteration 85Q: 3 clusters Score -1809336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1809337.250000 Penalty: 4764.387695
	Iteration 86Q: 3 clusters Score -1809337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1809337.375000 Penalty: 4764.387695
	Iteration 87Q: 3 clusters Score -1809337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1809335.875000 Penalty: 4764.387695
	Iteration 88Q: 3 clusters Score -1809336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1809335.875000 Penalty: 4764.387695
	Iteration 89Q: 3 clusters Score -1809336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1809338.625000 Penalty: 4764.387695
	Iteration 90Q: 3 clusters Score -1809339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1809339.375000 Penalty: 4764.387695
	Iteration 91Q: 3 clusters Score -1809339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1809339.125000 Penalty: 4764.387695
	Iteration 92Q: 3 clusters Score -1809339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1809341.000000 Penalty: 4764.387695
	Iteration 93Q: 3 clusters Score -1809341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1809343.375000 Penalty: 4764.387695
	Iteration 94Q: 3 clusters Score -1809343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1809341.875000 Penalty: 4764.387695
	Iteration 95Q: 3 clusters Score -1809342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1809341.375000 Penalty: 4764.387695
	Iteration 96Q: 3 clusters Score -1809341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1809344.375000 Penalty: 4764.387695
	Iteration 97Q: 3 clusters Score -1809344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1809346.000000 Penalty: 4764.387695
	Iteration 98Q: 3 clusters Score -1809346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1809346.250000 Penalty: 4764.387695
	Iteration 99Q: 3 clusters Score -1809346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1809344.500000 Penalty: 4764.387695
	Iteration 100F: 3 clusters Score -1809344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1809346.875000 Penalty: 4764.387695
	Iteration 101Q: 3 clusters Score -1809347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1809346.000000 Penalty: 4764.387695
	Iteration 102Q: 3 clusters Score -1809346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1809346.500000 Penalty: 4764.387695
	Iteration 103Q: 3 clusters Score -1809346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1809346.500000 Penalty: 4764.387695
	Iteration 104F: 3 clusters Score -1809346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -960282.437500 Penalty: 2211.592773
	Iteration 0F: 2 clusters Score -960282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -954189.000000 Penalty: 4423.185547
	Iteration 0F: 3 clusters Score -954189 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -955912.937500 Penalty: 4423.185547
	Iteration 1F: 3 clusters Score -955912.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -956191.500000 Penalty: 4423.185547
	Iteration 2F: 3 clusters Score -956191.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -956420.562500 Penalty: 4423.185547
	Iteration 3F: 3 clusters Score -956420.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -956609.812500 Penalty: 4423.185547
	Iteration 4Q: 3 clusters Score -956609.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -956787.812500 Penalty: 4423.185547
	Iteration 5Q: 3 clusters Score -956787.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -956998.187500 Penalty: 4423.185547
	Iteration 6Q: 3 clusters Score -956998.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -957243.250000 Penalty: 4423.185547
	Iteration 7Q: 3 clusters Score -957243.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -957534.312500 Penalty: 4423.185547
	Iteration 8F: 3 clusters Score -957534.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -957798.000000 Penalty: 4423.185547
	Iteration 9Q: 3 clusters Score -957798 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -958039.437500 Penalty: 4423.185547
	Iteration 10Q: 3 clusters Score -958039.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -958220.125000 Penalty: 4423.185547
	Iteration 11Q: 3 clusters Score -958220.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -958376.187500 Penalty: 4423.185547
	Iteration 12Q: 3 clusters Score -958376.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -958493.000000 Penalty: 4423.185547
	Iteration 13Q: 3 clusters Score -958493 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -958562.312500 Penalty: 4423.185547
	Iteration 14Q: 3 clusters Score -958562.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -958608.375000 Penalty: 4423.185547
	Iteration 15Q: 3 clusters Score -958608.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -958639.250000 Penalty: 4423.185547
	Iteration 16Q: 3 clusters Score -958639.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -958659.437500 Penalty: 4423.185547
	Iteration 17Q: 3 clusters Score -958659.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -958672.000000 Penalty: 4423.185547
	Iteration 18Q: 3 clusters Score -958672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -958678.750000 Penalty: 4423.185547
	Iteration 19Q: 3 clusters Score -958678.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -958683.312500 Penalty: 4423.185547
	Iteration 20F: 3 clusters Score -958683.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -958692.375000 Penalty: 4423.185547
	Iteration 21Q: 3 clusters Score -958692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -958695.062500 Penalty: 4423.185547
	Iteration 22Q: 3 clusters Score -958695.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -958698.875000 Penalty: 4423.185547
	Iteration 23Q: 3 clusters Score -958698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -958700.062500 Penalty: 4423.185547
	Iteration 24Q: 3 clusters Score -958700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -958702.625000 Penalty: 4423.185547
	Iteration 25Q: 3 clusters Score -958702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -958703.812500 Penalty: 4423.185547
	Iteration 26Q: 3 clusters Score -958703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -958704.000000 Penalty: 4423.185547
	Iteration 27Q: 3 clusters Score -958704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -958704.687500 Penalty: 4423.185547
	Iteration 28Q: 3 clusters Score -958704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -958705.000000 Penalty: 4423.185547
	Iteration 29Q: 3 clusters Score -958705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -958706.187500 Penalty: 4423.185547
	Iteration 30Q: 3 clusters Score -958706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -958707.625000 Penalty: 4423.185547
	Iteration 31Q: 3 clusters Score -958707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -958708.687500 Penalty: 4423.185547
	Iteration 32Q: 3 clusters Score -958708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -958707.312500 Penalty: 4423.185547
	Iteration 33Q: 3 clusters Score -958707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -958708.187500 Penalty: 4423.185547
	Iteration 34Q: 3 clusters Score -958708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -958708.250000 Penalty: 4423.185547
	Iteration 35Q: 3 clusters Score -958708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -958710.000000 Penalty: 4423.185547
	Iteration 36Q: 3 clusters Score -958710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -958712.437500 Penalty: 4423.185547
	Iteration 37Q: 3 clusters Score -958712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -958712.437500 Penalty: 4423.185547
	Iteration 38F: 3 clusters Score -958712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1240102.125000 Penalty: 2270.449707
	Iteration 0F: 2 clusters Score -1240102 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 4689 members 
Entering Unmasked Estep 
Score: -1232822.875000 Penalty: 4540.899414
	Iteration 0F: 3 clusters Score -1232823 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1235095.375000 Penalty: 4540.899414
	Iteration 1F: 3 clusters Score -1235095 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1235892.500000 Penalty: 4540.899414
	Iteration 2F: 3 clusters Score -1235892 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1236936.500000 Penalty: 4540.899414
	Iteration 3F: 3 clusters Score -1236936 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1237802.375000 Penalty: 4540.899414
	Iteration 4F: 3 clusters Score -1237802 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1238399.125000 Penalty: 4540.899414
	Iteration 5F: 3 clusters Score -1238399 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1238708.250000 Penalty: 4540.899414
	Iteration 6Q: 3 clusters Score -1238708 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1238889.250000 Penalty: 4540.899414
	Iteration 7Q: 3 clusters Score -1238889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1239008.375000 Penalty: 4540.899414
	Iteration 8Q: 3 clusters Score -1239008 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1239093.250000 Penalty: 4540.899414
	Iteration 9Q: 3 clusters Score -1239093 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1239163.375000 Penalty: 4540.899414
	Iteration 10Q: 3 clusters Score -1239163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1239215.125000 Penalty: 4540.899414
	Iteration 11Q: 3 clusters Score -1239215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1239267.250000 Penalty: 4540.899414
	Iteration 12Q: 3 clusters Score -1239267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1239317.375000 Penalty: 4540.899414
	Iteration 13Q: 3 clusters Score -1239317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1239360.875000 Penalty: 4540.899414
	Iteration 14Q: 3 clusters Score -1239361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1239386.625000 Penalty: 4540.899414
	Iteration 15Q: 3 clusters Score -1239387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1239413.125000 Penalty: 4540.899414
	Iteration 16Q: 3 clusters Score -1239413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1239433.000000 Penalty: 4540.899414
	Iteration 17Q: 3 clusters Score -1239433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1239448.625000 Penalty: 4540.899414
	Iteration 18Q: 3 clusters Score -1239449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1239463.250000 Penalty: 4540.899414
	Iteration 19Q: 3 clusters Score -1239463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1239476.750000 Penalty: 4540.899414
	Iteration 20F: 3 clusters Score -1239477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1239493.875000 Penalty: 4540.899414
	Iteration 21Q: 3 clusters Score -1239494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1239509.375000 Penalty: 4540.899414
	Iteration 22Q: 3 clusters Score -1239509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1239524.000000 Penalty: 4540.899414
	Iteration 23Q: 3 clusters Score -1239524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1239544.375000 Penalty: 4540.899414
	Iteration 24Q: 3 clusters Score -1239544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1239573.125000 Penalty: 4540.899414
	Iteration 25Q: 3 clusters Score -1239573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1239611.375000 Penalty: 4540.899414
	Iteration 26Q: 3 clusters Score -1239611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1239652.000000 Penalty: 4540.899414
	Iteration 27Q: 3 clusters Score -1239652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1239677.250000 Penalty: 4540.899414
	Iteration 28Q: 3 clusters Score -1239677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1239714.375000 Penalty: 4540.899414
	Iteration 29Q: 3 clusters Score -1239714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1239752.375000 Penalty: 4540.899414
	Iteration 30Q: 3 clusters Score -1239752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1239790.125000 Penalty: 4540.899414
	Iteration 31Q: 3 clusters Score -1239790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1239819.375000 Penalty: 4540.899414
	Iteration 32Q: 3 clusters Score -1239819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1239833.625000 Penalty: 4540.899414
	Iteration 33Q: 3 clusters Score -1239834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1239843.500000 Penalty: 4540.899414
	Iteration 34Q: 3 clusters Score -1239844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1239850.875000 Penalty: 4540.899414
	Iteration 35Q: 3 clusters Score -1239851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1239853.000000 Penalty: 4540.899414
	Iteration 36Q: 3 clusters Score -1239853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1239854.500000 Penalty: 4540.899414
	Iteration 37Q: 3 clusters Score -1239854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1239854.500000 Penalty: 4540.899414
	Iteration 38F: 3 clusters Score -1239854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -218764.359375 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -218764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -216275.625000 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -216275.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -216718.203125 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -216718.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216848.843750 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -216848.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -216927.718750 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -216927.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216990.953125 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -216991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217035.140625 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -217035.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217058.421875 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -217058.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217086.250000 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -217086.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -217110.546875 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -217110.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217130.390625 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -217130.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217145.437500 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -217145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -217155.203125 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -217155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217161.531250 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -217161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217167.328125 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -217167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217169.953125 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -217170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217172.062500 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -217172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217172.781250 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -217172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217172.781250 Penalty: 3703.532471
	Iteration 17F: 3 clusters Score -217172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -187833.796875 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -187833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -185533.437500 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -185533.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -185930.078125 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -185930.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -186026.265625 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -186026.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -186069.625000 Penalty: 3642.339355
	Iteration 3Q: 3 clusters Score -186069.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186098.765625 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -186098.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186116.218750 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -186116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -186131.796875 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -186131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186139.359375 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -186139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186146.421875 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -186146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186152.125000 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -186152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186154.156250 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -186154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186158.421875 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -186158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186160.812500 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -186160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186161.843750 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -186161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186163.406250 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -186163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186167.078125 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -186167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186167.656250 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -186167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186167.656250 Penalty: 3642.339355
	Iteration 17F: 3 clusters Score -186167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Entering Unmasked Estep 
Score: -5536509.000000 Penalty: 2661.767578
	Iteration 0F: 2 clusters Score -5536509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5505503.000000 Penalty: 5323.535156
	Iteration 0F: 3 clusters Score -5505503 nChanged 21244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5517748.000000 Penalty: 5323.535156
	Iteration 1F: 3 clusters Score -5517748 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5518969.500000 Penalty: 5323.535156
	Iteration 2F: 3 clusters Score -5518970 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5520395.500000 Penalty: 5323.535156
	Iteration 3F: 3 clusters Score -5520396 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5522141.500000 Penalty: 5323.535156
	Iteration 4F: 3 clusters Score -5522142 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -5523883.500000 Penalty: 5323.535156
	Iteration 5F: 3 clusters Score -5523884 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5525609.000000 Penalty: 5323.535156
	Iteration 6F: 3 clusters Score -5525609 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5527193.500000 Penalty: 5323.535156
	Iteration 7F: 3 clusters Score -5527194 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -5528446.500000 Penalty: 5323.535156
	Iteration 8Q: 3 clusters Score -5528446 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -5529503.500000 Penalty: 5323.535156
	Iteration 9Q: 3 clusters Score -5529504 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -5530231.000000 Penalty: 5323.535156
	Iteration 10Q: 3 clusters Score -5530231 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5530656.000000 Penalty: 5323.535156
	Iteration 11Q: 3 clusters Score -5530656 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5530912.000000 Penalty: 5323.535156
	Iteration 12Q: 3 clusters Score -5530912 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5531091.500000 Penalty: 5323.535156
	Iteration 13Q: 3 clusters Score -5531092 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -5531279.500000 Penalty: 5323.535156
	Iteration 14Q: 3 clusters Score -5531280 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5531474.000000 Penalty: 5323.535156
	Iteration 15Q: 3 clusters Score -5531474 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -5531629.500000 Penalty: 5323.535156
	Iteration 16Q: 3 clusters Score -5531630 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5531778.500000 Penalty: 5323.535156
	Iteration 17Q: 3 clusters Score -5531778 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5531928.000000 Penalty: 5323.535156
	Iteration 18Q: 3 clusters Score -5531928 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5532120.500000 Penalty: 5323.535156
	Iteration 19Q: 3 clusters Score -5532120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5532271.500000 Penalty: 5323.535156
	Iteration 20F: 3 clusters Score -5532272 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -5532449.000000 Penalty: 5323.535156
	Iteration 21Q: 3 clusters Score -5532449 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5532581.500000 Penalty: 5323.535156
	Iteration 22Q: 3 clusters Score -5532582 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -5532736.500000 Penalty: 5323.535156
	Iteration 23Q: 3 clusters Score -5532736 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5532873.000000 Penalty: 5323.535156
	Iteration 24Q: 3 clusters Score -5532873 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -5532985.500000 Penalty: 5323.535156
	Iteration 25Q: 3 clusters Score -5532986 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -5533125.000000 Penalty: 5323.535156
	Iteration 26Q: 3 clusters Score -5533125 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5533273.500000 Penalty: 5323.535156
	Iteration 27Q: 3 clusters Score -5533274 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -5533396.500000 Penalty: 5323.535156
	Iteration 28Q: 3 clusters Score -5533396 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -5533486.000000 Penalty: 5323.535156
	Iteration 29Q: 3 clusters Score -5533486 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -5533566.500000 Penalty: 5323.535156
	Iteration 30Q: 3 clusters Score -5533566 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5533666.000000 Penalty: 5323.535156
	Iteration 31Q: 3 clusters Score -5533666 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -5533706.500000 Penalty: 5323.535156
	Iteration 32Q: 3 clusters Score -5533706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5533768.500000 Penalty: 5323.535156
	Iteration 33Q: 3 clusters Score -5533768 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5533808.000000 Penalty: 5323.535156
	Iteration 34Q: 3 clusters Score -5533808 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5533850.500000 Penalty: 5323.535156
	Iteration 35Q: 3 clusters Score -5533850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -5533863.500000 Penalty: 5323.535156
	Iteration 36Q: 3 clusters Score -5533864 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5533903.500000 Penalty: 5323.535156
	Iteration 37Q: 3 clusters Score -5533904 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -5533975.500000 Penalty: 5323.535156
	Iteration 38Q: 3 clusters Score -5533976 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -5534029.000000 Penalty: 5323.535156
	Iteration 39Q: 3 clusters Score -5534029 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -5534065.000000 Penalty: 5323.535156
	Iteration 40F: 3 clusters Score -5534065 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -5534090.500000 Penalty: 5323.535156
	Iteration 41Q: 3 clusters Score -5534090 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5534109.500000 Penalty: 5323.535156
	Iteration 42Q: 3 clusters Score -5534110 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5534147.000000 Penalty: 5323.535156
	Iteration 43Q: 3 clusters Score -5534147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5534148.000000 Penalty: 5323.535156
	Iteration 44Q: 3 clusters Score -5534148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5534170.500000 Penalty: 5323.535156
	Iteration 45Q: 3 clusters Score -5534170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5534183.500000 Penalty: 5323.535156
	Iteration 46Q: 3 clusters Score -5534184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5534205.500000 Penalty: 5323.535156
	Iteration 47Q: 3 clusters Score -5534206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5534220.000000 Penalty: 5323.535156
	Iteration 48Q: 3 clusters Score -5534220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5534231.500000 Penalty: 5323.535156
	Iteration 49Q: 3 clusters Score -5534232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5534233.000000 Penalty: 5323.535156
	Iteration 50Q: 3 clusters Score -5534233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5534237.500000 Penalty: 5323.535156
	Iteration 51Q: 3 clusters Score -5534238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5534242.000000 Penalty: 5323.535156
	Iteration 52Q: 3 clusters Score -5534242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5534252.500000 Penalty: 5323.535156
	Iteration 53Q: 3 clusters Score -5534252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5534253.500000 Penalty: 5323.535156
	Iteration 54Q: 3 clusters Score -5534254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5534248.000000 Penalty: 5323.535156
	Iteration 55Q: 3 clusters Score -5534248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5534279.000000 Penalty: 5323.535156
	Iteration 56Q: 3 clusters Score -5534279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5534296.000000 Penalty: 5323.535156
	Iteration 57Q: 3 clusters Score -5534296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5534294.000000 Penalty: 5323.535156
	Iteration 58Q: 3 clusters Score -5534294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -5534309.500000 Penalty: 5323.535156
	Iteration 59Q: 3 clusters Score -5534310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5534313.500000 Penalty: 5323.535156
	Iteration 60F: 3 clusters Score -5534314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5534319.000000 Penalty: 5323.535156
	Iteration 61Q: 3 clusters Score -5534319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5534308.000000 Penalty: 5323.535156
	Iteration 62Q: 3 clusters Score -5534308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5534319.000000 Penalty: 5323.535156
	Iteration 63Q: 3 clusters Score -5534319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5534316.000000 Penalty: 5323.535156
	Iteration 64Q: 3 clusters Score -5534316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5534317.500000 Penalty: 5323.535156
	Iteration 65Q: 3 clusters Score -5534318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5534314.000000 Penalty: 5323.535156
	Iteration 66Q: 3 clusters Score -5534314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5534319.000000 Penalty: 5323.535156
	Iteration 67Q: 3 clusters Score -5534319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5534322.500000 Penalty: 5323.535156
	Iteration 68Q: 3 clusters Score -5534322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5534327.500000 Penalty: 5323.535156
	Iteration 69Q: 3 clusters Score -5534328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5534344.500000 Penalty: 5323.535156
	Iteration 70Q: 3 clusters Score -5534344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5534334.500000 Penalty: 5323.535156
	Iteration 71Q: 3 clusters Score -5534334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5534326.500000 Penalty: 5323.535156
	Iteration 72Q: 3 clusters Score -5534326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5534323.500000 Penalty: 5323.535156
	Iteration 73Q: 3 clusters Score -5534324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5534321.000000 Penalty: 5323.535156
	Iteration 74Q: 3 clusters Score -5534321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5534322.500000 Penalty: 5323.535156
	Iteration 75Q: 3 clusters Score -5534322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5534342.500000 Penalty: 5323.535156
	Iteration 76Q: 3 clusters Score -5534342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5534347.000000 Penalty: 5323.535156
	Iteration 77Q: 3 clusters Score -5534347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5534340.500000 Penalty: 5323.535156
	Iteration 78Q: 3 clusters Score -5534340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5534334.000000 Penalty: 5323.535156
	Iteration 79Q: 3 clusters Score -5534334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5534341.500000 Penalty: 5323.535156
	Iteration 80F: 3 clusters Score -5534342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5534361.000000 Penalty: 5323.535156
	Iteration 81Q: 3 clusters Score -5534361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5534368.000000 Penalty: 5323.535156
	Iteration 82Q: 3 clusters Score -5534368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5534353.500000 Penalty: 5323.535156
	Iteration 83Q: 3 clusters Score -5534354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5534368.000000 Penalty: 5323.535156
	Iteration 84Q: 3 clusters Score -5534368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5534378.000000 Penalty: 5323.535156
	Iteration 85Q: 3 clusters Score -5534378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5534384.500000 Penalty: 5323.535156
	Iteration 86Q: 3 clusters Score -5534384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5534373.000000 Penalty: 5323.535156
	Iteration 87Q: 3 clusters Score -5534373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -5534365.000000 Penalty: 5323.535156
	Iteration 88Q: 3 clusters Score -5534365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5534374.000000 Penalty: 5323.535156
	Iteration 89Q: 3 clusters Score -5534374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5534373.500000 Penalty: 5323.535156
	Iteration 90Q: 3 clusters Score -5534374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5534386.000000 Penalty: 5323.535156
	Iteration 91Q: 3 clusters Score -5534386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5534392.500000 Penalty: 5323.535156
	Iteration 92Q: 3 clusters Score -5534392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5534383.000000 Penalty: 5323.535156
	Iteration 93Q: 3 clusters Score -5534383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5534399.500000 Penalty: 5323.535156
	Iteration 94Q: 3 clusters Score -5534400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -5534404.000000 Penalty: 5323.535156
	Iteration 95Q: 3 clusters Score -5534404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5534400.000000 Penalty: 5323.535156
	Iteration 96Q: 3 clusters Score -5534400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5534419.000000 Penalty: 5323.535156
	Iteration 97Q: 3 clusters Score -5534419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5534423.500000 Penalty: 5323.535156
	Iteration 98Q: 3 clusters Score -5534424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -5534428.000000 Penalty: 5323.535156
	Iteration 99Q: 3 clusters Score -5534428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -5534421.500000 Penalty: 5323.535156
	Iteration 100F: 3 clusters Score -5534422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5534432.500000 Penalty: 5323.535156
	Iteration 101Q: 3 clusters Score -5534432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -5534435.500000 Penalty: 5323.535156
	Iteration 102Q: 3 clusters Score -5534436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5534445.000000 Penalty: 5323.535156
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5534467 nChanged 68
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5534474 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5534486 nChanged 61
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Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5534505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5534504 nChanged 59
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5534508 nChanged 66
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Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5534528 nChanged 81
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5534542 nChanged 82
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Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5534557 nChanged 78
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Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5534578 nChanged 67
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Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5534573 nChanged 83
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Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5534584 nChanged 72
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Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5534600 nChanged 70
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Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5534617 nChanged 67
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Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5534624 nChanged 69
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Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5534645 nChanged 71
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Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5534666 nChanged 83
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5534680 nChanged 97
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Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5534700 nChanged 79
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Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5534706 nChanged 71
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5534727 nChanged 69
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Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5534746 nChanged 67
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Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5534748 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5534754 nChanged 52
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Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5534768 nChanged 53
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Mstep: Class 1 contains 4683 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5534774 nChanged 50
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Mstep: Class 1 contains 4637 members 
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	Iteration 131Q: 3 clusters Score -5534782 nChanged 44
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Mstep: Class 1 contains 4597 members 
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	Iteration 132Q: 3 clusters Score -5534780 nChanged 53
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Mstep: Class 1 contains 4550 members 
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	Iteration 133Q: 3 clusters Score -5534780 nChanged 42
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Mstep: Class 1 contains 4518 members 
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	Iteration 134Q: 3 clusters Score -5534792 nChanged 36
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5534798 nChanged 41
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Mstep: Class 1 contains 4453 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5534804 nChanged 38
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Mstep: Class 1 contains 4419 members 
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	Iteration 137Q: 3 clusters Score -5534809 nChanged 46
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Mstep: Class 1 contains 4381 members 
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Entering Unmasked Estep 
Score: -5534819.000000 Penalty: 5323.535156
	Iteration 138Q: 3 clusters Score -5534819 nChanged 53
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Mstep: Class 1 contains 4338 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5534839 nChanged 43
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Mstep: Class 1 contains 4303 members 
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Entering Unmasked Estep 
Score: -5534849.500000 Penalty: 5323.535156
	Iteration 140F: 3 clusters Score -5534850 nChanged 36
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Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5534859 nChanged 38
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Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5534852 nChanged 36
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5534864 nChanged 44
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Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5534867 nChanged 46
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5534876 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5534870 nChanged 48
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Mstep: Class 1 contains 4047 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5534892 nChanged 50
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Mstep: Class 1 contains 4003 members 
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Entering Unmasked Estep 
Score: -5534890.500000 Penalty: 5323.535156
	Iteration 148Q: 3 clusters Score -5534890 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3948 members 
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Entering Unmasked Estep 
Score: -5534917.500000 Penalty: 5323.535156
	Iteration 149Q: 3 clusters Score -5534918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5534933.000000 Penalty: 5323.535156
	Iteration 150Q: 3 clusters Score -5534933 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3832 members 
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Entering Unmasked Estep 
Score: -5534930.500000 Penalty: 5323.535156
	Iteration 151Q: 3 clusters Score -5534930 nChanged 60
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Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5534940.500000 Penalty: 5323.535156
	Iteration 152Q: 3 clusters Score -5534940 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3760 members 
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Entering Unmasked Estep 
Score: -5534947.500000 Penalty: 5323.535156
	Iteration 153Q: 3 clusters Score -5534948 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 42102 members 
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	Iteration 154Q: 3 clusters Score -5534947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
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Entering Unmasked Estep 
Score: -5534943.500000 Penalty: 5323.535156
	Iteration 155Q: 3 clusters Score -5534944 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 42152 members 
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Score: -5534954.000000 Penalty: 5323.535156
	Iteration 156Q: 3 clusters Score -5534954 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5534965.500000 Penalty: 5323.535156
	Iteration 157Q: 3 clusters Score -5534966 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5534970.000000 Penalty: 5323.535156
	Iteration 158Q: 3 clusters Score -5534970 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3629 members 
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Entering Unmasked Estep 
Score: -5534971.000000 Penalty: 5323.535156
	Iteration 159Q: 3 clusters Score -5534971 nChanged 21
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Mstep: Class 1 contains 3608 members 
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Entering Unmasked Estep 
Score: -5534976.000000 Penalty: 5323.535156
	Iteration 160F: 3 clusters Score -5534976 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5534979.000000 Penalty: 5323.535156
	Iteration 161Q: 3 clusters Score -5534979 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3565 members 
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Entering Unmasked Estep 
Score: -5534995.500000 Penalty: 5323.535156
	Iteration 162Q: 3 clusters Score -5534996 nChanged 23
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Mstep: Class 1 contains 3548 members 
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	Iteration 163Q: 3 clusters Score -5534996 nChanged 14
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Mstep: Class 1 contains 3536 members 
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Entering Unmasked Estep 
Score: -5534991.500000 Penalty: 5323.535156
	Iteration 164Q: 3 clusters Score -5534992 nChanged 15
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Mstep: Class 1 contains 3521 members 
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	Iteration 165Q: 3 clusters Score -5534994 nChanged 12
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Mstep: Class 1 contains 3509 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5534995 nChanged 10
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5534999.500000 Penalty: 5323.535156
	Iteration 167Q: 3 clusters Score -5535000 nChanged 10
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Mstep: Class 1 contains 3491 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5534990 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5534999 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5535007.000000 Penalty: 5323.535156
	Iteration 170Q: 3 clusters Score -5535007 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5535001.500000 Penalty: 5323.535156
	Iteration 171Q: 3 clusters Score -5535002 nChanged 12
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Mstep: Class 1 contains 3447 members 
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	Iteration 172Q: 3 clusters Score -5535000 nChanged 18
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Mstep: Class 1 contains 3429 members 
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Entering Unmasked Estep 
Score: -5535009.000000 Penalty: 5323.535156
	Iteration 173Q: 3 clusters Score -5535009 nChanged 17
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Mstep: Class 1 contains 3412 members 
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	Iteration 174Q: 3 clusters Score -5535000 nChanged 31
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Mstep: Class 1 contains 3383 members 
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Entering Unmasked Estep 
Score: -5535013.500000 Penalty: 5323.535156
	Iteration 175Q: 3 clusters Score -5535014 nChanged 35
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Mstep: Class 1 contains 3356 members 
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Entering Unmasked Estep 
Score: -5535017.500000 Penalty: 5323.535156
	Iteration 176Q: 3 clusters Score -5535018 nChanged 30
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Mstep: Class 1 contains 3330 members 
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Entering Unmasked Estep 
Score: -5535020.000000 Penalty: 5323.535156
	Iteration 177Q: 3 clusters Score -5535020 nChanged 30
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Entering Unmasked Estep 
Score: -5535029.000000 Penalty: 5323.535156
	Iteration 178Q: 3 clusters Score -5535029 nChanged 41
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5535040.000000 Penalty: 5323.535156
	Iteration 179Q: 3 clusters Score -5535040 nChanged 42
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Mstep: Class 1 contains 3225 members 
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Entering Unmasked Estep 
Score: -5535050.000000 Penalty: 5323.535156
	Iteration 180F: 3 clusters Score -5535050 nChanged 45
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Mstep: Class 1 contains 3184 members 
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Entering Unmasked Estep 
Score: -5535059.000000 Penalty: 5323.535156
	Iteration 181Q: 3 clusters Score -5535059 nChanged 48
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Mstep: Class 1 contains 3148 members 
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Entering Unmasked Estep 
Score: -5535073.500000 Penalty: 5323.535156
	Iteration 182Q: 3 clusters Score -5535074 nChanged 44
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Entering Unmasked Estep 
Score: -5535092.000000 Penalty: 5323.535156
	Iteration 183Q: 3 clusters Score -5535092 nChanged 44
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Mstep: Class 1 contains 3080 members 
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	Iteration 184Q: 3 clusters Score -5535107 nChanged 43
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Mstep: Class 1 contains 3045 members 
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Entering Unmasked Estep 
Score: -5535111.500000 Penalty: 5323.535156
	Iteration 185Q: 3 clusters Score -5535112 nChanged 43
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Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5535126.500000 Penalty: 5323.535156
	Iteration 186Q: 3 clusters Score -5535126 nChanged 37
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Mstep: Class 1 contains 2985 members 
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Entering Unmasked Estep 
Score: -5535119.000000 Penalty: 5323.535156
	Iteration 187Q: 3 clusters Score -5535119 nChanged 36
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Entering Unmasked Estep 
Score: -5535140.000000 Penalty: 5323.535156
	Iteration 188Q: 3 clusters Score -5535140 nChanged 37
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Entering Unmasked Estep 
Score: -5535151.000000 Penalty: 5323.535156
	Iteration 189Q: 3 clusters Score -5535151 nChanged 35
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Mstep: Class 1 contains 2897 members 
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Entering Unmasked Estep 
Score: -5535178.000000 Penalty: 5323.535156
	Iteration 190Q: 3 clusters Score -5535178 nChanged 37
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Entering Unmasked Estep 
Score: -5535175.000000 Penalty: 5323.535156
	Iteration 191Q: 3 clusters Score -5535175 nChanged 40
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Entering Unmasked Estep 
Score: -5535177.000000 Penalty: 5323.535156
	Iteration 192Q: 3 clusters Score -5535177 nChanged 37
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Score: -5535169.000000 Penalty: 5323.535156
	Iteration 193Q: 3 clusters Score -5535169 nChanged 33
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Entering Unmasked Estep 
Score: -5535192.500000 Penalty: 5323.535156
	Iteration 194Q: 3 clusters Score -5535192 nChanged 28
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Mstep: Class 1 contains 2760 members 
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Entering Unmasked Estep 
Score: -5535187.500000 Penalty: 5323.535156
	Iteration 195Q: 3 clusters Score -5535188 nChanged 34
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5535194 nChanged 33
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5535217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5535232.500000 Penalty: 5323.535156
	Iteration 198Q: 3 clusters Score -5535232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5535233.500000 Penalty: 5323.535156
	Iteration 199Q: 3 clusters Score -5535234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5535234.000000 Penalty: 5323.535156
	Iteration 200F: 3 clusters Score -5535234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5535242.000000 Penalty: 5323.535156
	Iteration 201Q: 3 clusters Score -5535242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -5535254.000000 Penalty: 5323.535156
	Iteration 202Q: 3 clusters Score -5535254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -5535253.500000 Penalty: 5323.535156
	Iteration 203Q: 3 clusters Score -5535254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5535273.500000 Penalty: 5323.535156
	Iteration 204Q: 3 clusters Score -5535274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -5535282.000000 Penalty: 5323.535156
	Iteration 205Q: 3 clusters Score -5535282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5535283.000000 Penalty: 5323.535156
	Iteration 206Q: 3 clusters Score -5535283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -5535295.000000 Penalty: 5323.535156
	Iteration 207Q: 3 clusters Score -5535295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5535308.500000 Penalty: 5323.535156
	Iteration 208Q: 3 clusters Score -5535308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5535308.500000 Penalty: 5323.535156
	Iteration 209Q: 3 clusters Score -5535308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -5535313.000000 Penalty: 5323.535156
	Iteration 210Q: 3 clusters Score -5535313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5535323.000000 Penalty: 5323.535156
	Iteration 211Q: 3 clusters Score -5535323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5535332.000000 Penalty: 5323.535156
	Iteration 212Q: 3 clusters Score -5535332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5535342.500000 Penalty: 5323.535156
	Iteration 213Q: 3 clusters Score -5535342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5535343.500000 Penalty: 5323.535156
	Iteration 214Q: 3 clusters Score -5535344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5535350.500000 Penalty: 5323.535156
	Iteration 215Q: 3 clusters Score -5535350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5535354.000000 Penalty: 5323.535156
	Iteration 216Q: 3 clusters Score -5535354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -5535362.500000 Penalty: 5323.535156
	Iteration 217Q: 3 clusters Score -5535362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5535367.500000 Penalty: 5323.535156
	Iteration 218Q: 3 clusters Score -5535368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5535361.000000 Penalty: 5323.535156
	Iteration 219Q: 3 clusters Score -5535361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5535362.000000 Penalty: 5323.535156
	Iteration 220F: 3 clusters Score -5535362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5535364.000000 Penalty: 5323.535156
	Iteration 221Q: 3 clusters Score -5535364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -5535387.000000 Penalty: 5323.535156
	Iteration 222Q: 3 clusters Score -5535387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5535378.000000 Penalty: 5323.535156
	Iteration 223Q: 3 clusters Score -5535378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -5535388.500000 Penalty: 5323.535156
	Iteration 224Q: 3 clusters Score -5535388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5535400.500000 Penalty: 5323.535156
	Iteration 225Q: 3 clusters Score -5535400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5535404.000000 Penalty: 5323.535156
	Iteration 226Q: 3 clusters Score -5535404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5535415.500000 Penalty: 5323.535156
	Iteration 227Q: 3 clusters Score -5535416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5535419.500000 Penalty: 5323.535156
	Iteration 228Q: 3 clusters Score -5535420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5535426.500000 Penalty: 5323.535156
	Iteration 229Q: 3 clusters Score -5535426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5535437.500000 Penalty: 5323.535156
	Iteration 230Q: 3 clusters Score -5535438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5535441.500000 Penalty: 5323.535156
	Iteration 231Q: 3 clusters Score -5535442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5535443.000000 Penalty: 5323.535156
	Iteration 232Q: 3 clusters Score -5535443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5535451.000000 Penalty: 5323.535156
	Iteration 233Q: 3 clusters Score -5535451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5535451.500000 Penalty: 5323.535156
	Iteration 234Q: 3 clusters Score -5535452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5535452.000000 Penalty: 5323.535156
	Iteration 235Q: 3 clusters Score -5535452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5535453.500000 Penalty: 5323.535156
	Iteration 236Q: 3 clusters Score -5535454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -5535458.000000 Penalty: 5323.535156
	Iteration 237Q: 3 clusters Score -5535458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -5535454.500000 Penalty: 5323.535156
	Iteration 238Q: 3 clusters Score -5535454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5535456.500000 Penalty: 5323.535156
	Iteration 239Q: 3 clusters Score -5535456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5535460.500000 Penalty: 5323.535156
	Iteration 240F: 3 clusters Score -5535460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5535457.000000 Penalty: 5323.535156
	Iteration 241Q: 3 clusters Score -5535457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5535453.500000 Penalty: 5323.535156
	Iteration 242Q: 3 clusters Score -5535454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5535453.500000 Penalty: 5323.535156
	Iteration 243F: 3 clusters Score -5535454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -877684.750000 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -877684.8 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 3527 members 
Entering Unmasked Estep 
Score: -871881.562500 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -871881.6 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -873427.125000 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -873427.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -873791.187500 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -873791.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -874189.625000 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -874189.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -874635.250000 Penalty: 4396.212891
	Iteration 4F: 3 clusters Score -874635.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -875110.500000 Penalty: 4396.212891
	Iteration 5F: 3 clusters Score -875110.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -875525.187500 Penalty: 4396.212891
	Iteration 6F: 3 clusters Score -875525.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -875866.750000 Penalty: 4396.212891
	Iteration 7F: 3 clusters Score -875866.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -876099.812500 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -876099.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -876253.937500 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -876253.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -876356.250000 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -876356.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -876422.625000 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -876422.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -876468.312500 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -876468.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -876493.812500 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -876493.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -876512.187500 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -876512.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -876529.250000 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -876529.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -876545.250000 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -876545.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -876559.812500 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -876559.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -876569.000000 Penalty: 4396.212891
	Iteration 18Q: 3 clusters Score -876569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -876574.625000 Penalty: 4396.212891
	Iteration 19Q: 3 clusters Score -876574.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -876580.250000 Penalty: 4396.212891
	Iteration 20F: 3 clusters Score -876580.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -876584.375000 Penalty: 4396.212891
	Iteration 21Q: 3 clusters Score -876584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -876586.812500 Penalty: 4396.212891
	Iteration 22Q: 3 clusters Score -876586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -876587.562500 Penalty: 4396.212891
	Iteration 23Q: 3 clusters Score -876587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -876591.437500 Penalty: 4396.212891
	Iteration 24Q: 3 clusters Score -876591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -876590.375000 Penalty: 4396.212891
	Iteration 25Q: 3 clusters Score -876590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -876591.437500 Penalty: 4396.212891
	Iteration 26Q: 3 clusters Score -876591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -876590.375000 Penalty: 4396.212891
	Iteration 27Q: 3 clusters Score -876590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -876590.687500 Penalty: 4396.212891
	Iteration 28Q: 3 clusters Score -876590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -876592.750000 Penalty: 4396.212891
	Iteration 29Q: 3 clusters Score -876592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -876591.937500 Penalty: 4396.212891
	Iteration 30Q: 3 clusters Score -876591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -876593.750000 Penalty: 4396.212891
	Iteration 31Q: 3 clusters Score -876593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -876594.937500 Penalty: 4396.212891
	Iteration 32Q: 3 clusters Score -876594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -876596.062500 Penalty: 4396.212891
	Iteration 33Q: 3 clusters Score -876596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -876598.437500 Penalty: 4396.212891
	Iteration 34Q: 3 clusters Score -876598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -876598.375000 Penalty: 4396.212891
	Iteration 35Q: 3 clusters Score -876598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -876598.375000 Penalty: 4396.212891
	Iteration 36F: 3 clusters Score -876598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -842884.687500 Penalty: 2177.482666
	Iteration 0F: 2 clusters Score -842884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -837410.625000 Penalty: 4354.965332
	Iteration 0F: 3 clusters Score -837410.6 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -838808.000000 Penalty: 4354.965332
	Iteration 1F: 3 clusters Score -838808 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -839098.875000 Penalty: 4354.965332
	Iteration 2F: 3 clusters Score -839098.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -839311.750000 Penalty: 4354.965332
	Iteration 3F: 3 clusters Score -839311.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -839508.562500 Penalty: 4354.965332
	Iteration 4Q: 3 clusters Score -839508.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -839673.250000 Penalty: 4354.965332
	Iteration 5Q: 3 clusters Score -839673.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -839803.187500 Penalty: 4354.965332
	Iteration 6Q: 3 clusters Score -839803.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -839909.500000 Penalty: 4354.965332
	Iteration 7Q: 3 clusters Score -839909.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -840017.062500 Penalty: 4354.965332
	Iteration 8Q: 3 clusters Score -840017.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -840108.562500 Penalty: 4354.965332
	Iteration 9Q: 3 clusters Score -840108.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -840214.875000 Penalty: 4354.965332
	Iteration 10Q: 3 clusters Score -840214.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -840322.125000 Penalty: 4354.965332
	Iteration 11Q: 3 clusters Score -840322.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -840434.687500 Penalty: 4354.965332
	Iteration 12Q: 3 clusters Score -840434.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -840548.687500 Penalty: 4354.965332
	Iteration 13Q: 3 clusters Score -840548.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -840654.562500 Penalty: 4354.965332
	Iteration 14Q: 3 clusters Score -840654.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -840753.812500 Penalty: 4354.965332
	Iteration 15Q: 3 clusters Score -840753.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -840851.750000 Penalty: 4354.965332
	Iteration 16Q: 3 clusters Score -840851.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -840940.812500 Penalty: 4354.965332
	Iteration 17Q: 3 clusters Score -840940.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -841018.687500 Penalty: 4354.965332
	Iteration 18Q: 3 clusters Score -841018.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -841078.937500 Penalty: 4354.965332
	Iteration 19Q: 3 clusters Score -841078.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -841114.875000 Penalty: 4354.965332
	Iteration 20F: 3 clusters Score -841114.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -841137.937500 Penalty: 4354.965332
	Iteration 21Q: 3 clusters Score -841137.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -841160.375000 Penalty: 4354.965332
	Iteration 22Q: 3 clusters Score -841160.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -841178.875000 Penalty: 4354.965332
	Iteration 23Q: 3 clusters Score -841178.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -841192.625000 Penalty: 4354.965332
	Iteration 24Q: 3 clusters Score -841192.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -841209.375000 Penalty: 4354.965332
	Iteration 25Q: 3 clusters Score -841209.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -841220.625000 Penalty: 4354.965332
	Iteration 26Q: 3 clusters Score -841220.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -841234.562500 Penalty: 4354.965332
	Iteration 27Q: 3 clusters Score -841234.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -841249.250000 Penalty: 4354.965332
	Iteration 28Q: 3 clusters Score -841249.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -841265.000000 Penalty: 4354.965332
	Iteration 29Q: 3 clusters Score -841265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -841276.062500 Penalty: 4354.965332
	Iteration 30Q: 3 clusters Score -841276.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -841282.437500 Penalty: 4354.965332
	Iteration 31Q: 3 clusters Score -841282.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -841291.312500 Penalty: 4354.965332
	Iteration 32Q: 3 clusters Score -841291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -841297.375000 Penalty: 4354.965332
	Iteration 33Q: 3 clusters Score -841297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -841302.375000 Penalty: 4354.965332
	Iteration 34Q: 3 clusters Score -841302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -841303.687500 Penalty: 4354.965332
	Iteration 35Q: 3 clusters Score -841303.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -841308.875000 Penalty: 4354.965332
	Iteration 36Q: 3 clusters Score -841308.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -841310.375000 Penalty: 4354.965332
	Iteration 37Q: 3 clusters Score -841310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -841315.875000 Penalty: 4354.965332
	Iteration 38Q: 3 clusters Score -841315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -841316.062500 Penalty: 4354.965332
	Iteration 39Q: 3 clusters Score -841316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -841318.875000 Penalty: 4354.965332
	Iteration 40F: 3 clusters Score -841318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -841319.937500 Penalty: 4354.965332
	Iteration 41Q: 3 clusters Score -841319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -841323.312500 Penalty: 4354.965332
	Iteration 42Q: 3 clusters Score -841323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -841326.875000 Penalty: 4354.965332
	Iteration 43Q: 3 clusters Score -841326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -841328.562500 Penalty: 4354.965332
	Iteration 44Q: 3 clusters Score -841328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -841331.250000 Penalty: 4354.965332
	Iteration 45Q: 3 clusters Score -841331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -841331.437500 Penalty: 4354.965332
	Iteration 46Q: 3 clusters Score -841331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -841330.562500 Penalty: 4354.965332
	Iteration 47Q: 3 clusters Score -841330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -841330.562500 Penalty: 4354.965332
	Iteration 48F: 3 clusters Score -841330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Entering Unmasked Estep 
Score: -5102777.500000 Penalty: 2625.591797
	Iteration 0F: 2 clusters Score -5102778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5075991.000000 Penalty: 5251.183594
	Iteration 0F: 3 clusters Score -5075991 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5085817.000000 Penalty: 5251.183594
	Iteration 1F: 3 clusters Score -5085817 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5086440.000000 Penalty: 5251.183594
	Iteration 2Q: 3 clusters Score -5086440 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5087021.500000 Penalty: 5251.183594
	Iteration 3Q: 3 clusters Score -5087022 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5087589.500000 Penalty: 5251.183594
	Iteration 4Q: 3 clusters Score -5087590 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5088124.500000 Penalty: 5251.183594
	Iteration 5Q: 3 clusters Score -5088124 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -5088630.000000 Penalty: 5251.183594
	Iteration 6Q: 3 clusters Score -5088630 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5089042.000000 Penalty: 5251.183594
	Iteration 7Q: 3 clusters Score -5089042 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5089465.000000 Penalty: 5251.183594
	Iteration 8Q: 3 clusters Score -5089465 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5089928.500000 Penalty: 5251.183594
	Iteration 9Q: 3 clusters Score -5089928 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5090339.000000 Penalty: 5251.183594
	Iteration 10Q: 3 clusters Score -5090339 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5090786.500000 Penalty: 5251.183594
	Iteration 11Q: 3 clusters Score -5090786 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -5091303.500000 Penalty: 5251.183594
	Iteration 12Q: 3 clusters Score -5091304 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5091917.000000 Penalty: 5251.183594
	Iteration 13Q: 3 clusters Score -5091917 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5092684.000000 Penalty: 5251.183594
	Iteration 14Q: 3 clusters Score -5092684 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5093689.500000 Penalty: 5251.183594
	Iteration 15Q: 3 clusters Score -5093690 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -5094919.500000 Penalty: 5251.183594
	Iteration 16Q: 3 clusters Score -5094920 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5096267.000000 Penalty: 5251.183594
	Iteration 17Q: 3 clusters Score -5096267 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -5097559.000000 Penalty: 5251.183594
	Iteration 18Q: 3 clusters Score -5097559 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -5098662.000000 Penalty: 5251.183594
	Iteration 19Q: 3 clusters Score -5098662 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5099392.000000 Penalty: 5251.183594
	Iteration 20F: 3 clusters Score -5099392 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5099887.000000 Penalty: 5251.183594
	Iteration 21Q: 3 clusters Score -5099887 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5100201.000000 Penalty: 5251.183594
	Iteration 22Q: 3 clusters Score -5100201 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5100356.000000 Penalty: 5251.183594
	Iteration 23Q: 3 clusters Score -5100356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5100450.000000 Penalty: 5251.183594
	Iteration 24Q: 3 clusters Score -5100450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5100510.000000 Penalty: 5251.183594
	Iteration 25Q: 3 clusters Score -5100510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -5100545.500000 Penalty: 5251.183594
	Iteration 26Q: 3 clusters Score -5100546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5100564.500000 Penalty: 5251.183594
	Iteration 27Q: 3 clusters Score -5100564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5100579.000000 Penalty: 5251.183594
	Iteration 28Q: 3 clusters Score -5100579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -5100592.500000 Penalty: 5251.183594
	Iteration 29Q: 3 clusters Score -5100592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -5100602.500000 Penalty: 5251.183594
	Iteration 30Q: 3 clusters Score -5100602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -5100611.000000 Penalty: 5251.183594
	Iteration 31Q: 3 clusters Score -5100611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5100625.000000 Penalty: 5251.183594
	Iteration 32Q: 3 clusters Score -5100625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5100636.000000 Penalty: 5251.183594
	Iteration 33Q: 3 clusters Score -5100636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5100638.000000 Penalty: 5251.183594
	Iteration 34Q: 3 clusters Score -5100638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5100642.500000 Penalty: 5251.183594
	Iteration 35Q: 3 clusters Score -5100642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5100638.000000 Penalty: 5251.183594
	Iteration 36Q: 3 clusters Score -5100638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5100645.500000 Penalty: 5251.183594
	Iteration 37Q: 3 clusters Score -5100646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5100655.000000 Penalty: 5251.183594
	Iteration 38Q: 3 clusters Score -5100655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -5100653.000000 Penalty: 5251.183594
	Iteration 39Q: 3 clusters Score -5100653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5100651.000000 Penalty: 5251.183594
	Iteration 40F: 3 clusters Score -5100651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (162805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Entering Unmasked Estep 
Score: -21326404.000000 Penalty: 2976.076416
	Iteration 0F: 2 clusters Score -2.13264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -21217242.000000 Penalty: 5952.152832
	Iteration 0F: 3 clusters Score -2.121724e+07 nChanged 77941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -21263062.000000 Penalty: 5952.152832
	Iteration 1F: 3 clusters Score -2.126306e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -21264172.000000 Penalty: 5952.152832
	Iteration 2Q: 3 clusters Score -2.126417e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -21265816.000000 Penalty: 5952.152832
	Iteration 3Q: 3 clusters Score -2.126582e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -21267992.000000 Penalty: 5952.152832
	Iteration 4Q: 3 clusters Score -2.126799e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -21270980.000000 Penalty: 5952.152832
	Iteration 5Q: 3 clusters Score -2.127098e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -21274850.000000 Penalty: 5952.152832
	Iteration 6F: 3 clusters Score -2.127485e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -21280850.000000 Penalty: 5952.152832
	Iteration 7F: 3 clusters Score -2.128085e+07 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -21289378.000000 Penalty: 5952.152832
	Iteration 8F: 3 clusters Score -2.128938e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 136800 members 
Entering Unmasked Estep 
Score: -21299758.000000 Penalty: 5952.152832
	Iteration 9F: 3 clusters Score -2.129976e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 147886 members 
Entering Unmasked Estep 
Score: -21310188.000000 Penalty: 5952.152832
	Iteration 10F: 3 clusters Score -2.131019e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -21317526.000000 Penalty: 5952.152832
	Iteration 11Q: 3 clusters Score -2.131753e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -21321188.000000 Penalty: 5952.152832
	Iteration 12Q: 3 clusters Score -2.132119e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 161576 members 
Entering Unmasked Estep 
Score: -21322780.000000 Penalty: 5952.152832
	Iteration 13Q: 3 clusters Score -2.132278e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -21323242.000000 Penalty: 5952.152832
	Iteration 14Q: 3 clusters Score -2.132324e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 162358 members 
Entering Unmasked Estep 
Score: -21323494.000000 Penalty: 5952.152832
	Iteration 15Q: 3 clusters Score -2.132349e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -21323562.000000 Penalty: 5952.152832
	Iteration 16Q: 3 clusters Score -2.132356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 162473 members 
Entering Unmasked Estep 
Score: -21323638.000000 Penalty: 5952.152832
	Iteration 17Q: 3 clusters Score -2.132364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -21323674.000000 Penalty: 5952.152832
	Iteration 18Q: 3 clusters Score -2.132367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 162505 members 
Entering Unmasked Estep 
Score: -21323708.000000 Penalty: 5952.152832
	Iteration 19Q: 3 clusters Score -2.132371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 162516 members 
Entering Unmasked Estep 
Score: -21323716.000000 Penalty: 5952.152832
	Iteration 20F: 3 clusters Score -2.132372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
Score: -21323726.000000 Penalty: 5952.152832
	Iteration 21Q: 3 clusters Score -2.132373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -21323744.000000 Penalty: 5952.152832
	Iteration 22Q: 3 clusters Score -2.132374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 162530 members 
Entering Unmasked Estep 
Score: -21323744.000000 Penalty: 5952.152832
	Iteration 23Q: 3 clusters Score -2.132374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 162531 members 
Entering Unmasked Estep 
Score: -21323750.000000 Penalty: 5952.152832
	Iteration 24Q: 3 clusters Score -2.132375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 162530 members 
Entering Unmasked Estep 
Score: -21323752.000000 Penalty: 5952.152832
	Iteration 25Q: 3 clusters Score -2.132375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -21323756.000000 Penalty: 5952.152832
	Iteration 26Q: 3 clusters Score -2.132376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -21323756.000000 Penalty: 5952.152832
	Iteration 27F: 3 clusters Score -2.132376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1634531.500000 Penalty: 2343.577148
	Iteration 0F: 2 clusters Score -1634532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1625204.500000 Penalty: 4687.154297
	Iteration 0F: 3 clusters Score -1625204 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1628141.750000 Penalty: 4687.154297
	Iteration 1F: 3 clusters Score -1628142 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1628647.750000 Penalty: 4687.154297
	Iteration 2F: 3 clusters Score -1628648 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1629121.375000 Penalty: 4687.154297
	Iteration 3F: 3 clusters Score -1629121 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1629542.500000 Penalty: 4687.154297
	Iteration 4F: 3 clusters Score -1629542 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1630051.500000 Penalty: 4687.154297
	Iteration 5F: 3 clusters Score -1630052 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1630652.125000 Penalty: 4687.154297
	Iteration 6F: 3 clusters Score -1630652 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1631215.625000 Penalty: 4687.154297
	Iteration 7F: 3 clusters Score -1631216 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1631737.250000 Penalty: 4687.154297
	Iteration 8F: 3 clusters Score -1631737 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1632259.375000 Penalty: 4687.154297
	Iteration 9F: 3 clusters Score -1632259 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1632677.250000 Penalty: 4687.154297
	Iteration 10Q: 3 clusters Score -1632677 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1632940.750000 Penalty: 4687.154297
	Iteration 11Q: 3 clusters Score -1632941 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1633103.750000 Penalty: 4687.154297
	Iteration 12Q: 3 clusters Score -1633104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1633161.625000 Penalty: 4687.154297
	Iteration 13Q: 3 clusters Score -1633162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1633199.375000 Penalty: 4687.154297
	Iteration 14Q: 3 clusters Score -1633199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1633232.375000 Penalty: 4687.154297
	Iteration 15Q: 3 clusters Score -1633232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1633258.000000 Penalty: 4687.154297
	Iteration 16Q: 3 clusters Score -1633258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1633283.250000 Penalty: 4687.154297
	Iteration 17Q: 3 clusters Score -1633283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1633315.625000 Penalty: 4687.154297
	Iteration 18Q: 3 clusters Score -1633316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1633345.875000 Penalty: 4687.154297
	Iteration 19Q: 3 clusters Score -1633346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1633380.000000 Penalty: 4687.154297
	Iteration 20F: 3 clusters Score -1633380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1633403.500000 Penalty: 4687.154297
	Iteration 21Q: 3 clusters Score -1633404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1633420.375000 Penalty: 4687.154297
	Iteration 22Q: 3 clusters Score -1633420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1633438.000000 Penalty: 4687.154297
	Iteration 23Q: 3 clusters Score -1633438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1633452.875000 Penalty: 4687.154297
	Iteration 24Q: 3 clusters Score -1633453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1633461.250000 Penalty: 4687.154297
	Iteration 25Q: 3 clusters Score -1633461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1633468.375000 Penalty: 4687.154297
	Iteration 26Q: 3 clusters Score -1633468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1633470.500000 Penalty: 4687.154297
	Iteration 27Q: 3 clusters Score -1633470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1633485.375000 Penalty: 4687.154297
	Iteration 28Q: 3 clusters Score -1633485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1633497.750000 Penalty: 4687.154297
	Iteration 29Q: 3 clusters Score -1633498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1633507.625000 Penalty: 4687.154297
	Iteration 30Q: 3 clusters Score -1633508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1633527.625000 Penalty: 4687.154297
	Iteration 31Q: 3 clusters Score -1633528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1633538.125000 Penalty: 4687.154297
	Iteration 32Q: 3 clusters Score -1633538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1633560.750000 Penalty: 4687.154297
	Iteration 33Q: 3 clusters Score -1633561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1633578.750000 Penalty: 4687.154297
	Iteration 34Q: 3 clusters Score -1633579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1633595.750000 Penalty: 4687.154297
	Iteration 35Q: 3 clusters Score -1633596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1633611.750000 Penalty: 4687.154297
	Iteration 36Q: 3 clusters Score -1633612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1633632.750000 Penalty: 4687.154297
	Iteration 37Q: 3 clusters Score -1633633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1633650.750000 Penalty: 4687.154297
	Iteration 38Q: 3 clusters Score -1633651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1633671.125000 Penalty: 4687.154297
	Iteration 39Q: 3 clusters Score -1633671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1633688.000000 Penalty: 4687.154297
	Iteration 40F: 3 clusters Score -1633688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1633699.000000 Penalty: 4687.154297
	Iteration 41Q: 3 clusters Score -1633699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1633714.750000 Penalty: 4687.154297
	Iteration 42Q: 3 clusters Score -1633715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1633729.375000 Penalty: 4687.154297
	Iteration 43Q: 3 clusters Score -1633729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1633743.250000 Penalty: 4687.154297
	Iteration 44Q: 3 clusters Score -1633743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1633750.750000 Penalty: 4687.154297
	Iteration 45Q: 3 clusters Score -1633751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1633756.250000 Penalty: 4687.154297
	Iteration 46Q: 3 clusters Score -1633756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1633768.125000 Penalty: 4687.154297
	Iteration 47Q: 3 clusters Score -1633768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1633781.250000 Penalty: 4687.154297
	Iteration 48Q: 3 clusters Score -1633781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1633787.000000 Penalty: 4687.154297
	Iteration 49Q: 3 clusters Score -1633787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1633789.625000 Penalty: 4687.154297
	Iteration 50Q: 3 clusters Score -1633790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1633793.875000 Penalty: 4687.154297
	Iteration 51Q: 3 clusters Score -1633794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1633796.375000 Penalty: 4687.154297
	Iteration 52Q: 3 clusters Score -1633796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1633795.750000 Penalty: 4687.154297
	Iteration 53Q: 3 clusters Score -1633796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1633798.750000 Penalty: 4687.154297
	Iteration 54Q: 3 clusters Score -1633799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1633796.875000 Penalty: 4687.154297
	Iteration 55Q: 3 clusters Score -1633797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1633800.000000 Penalty: 4687.154297
	Iteration 56Q: 3 clusters Score -1633800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1633798.375000 Penalty: 4687.154297
	Iteration 57Q: 3 clusters Score -1633798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1633801.875000 Penalty: 4687.154297
	Iteration 58Q: 3 clusters Score -1633802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1633799.625000 Penalty: 4687.154297
	Iteration 59Q: 3 clusters Score -1633800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1633797.875000 Penalty: 4687.154297
	Iteration 60F: 3 clusters Score -1633798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1633798.375000 Penalty: 4687.154297
	Iteration 61Q: 3 clusters Score -1633798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1633794.625000 Penalty: 4687.154297
	Iteration 62Q: 3 clusters Score -1633795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1633796.750000 Penalty: 4687.154297
	Iteration 63Q: 3 clusters Score -1633797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1633796.000000 Penalty: 4687.154297
	Iteration 64Q: 3 clusters Score -1633796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1633796.000000 Penalty: 4687.154297
	Iteration 65F: 3 clusters Score -1633796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (117537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Entering Unmasked Estep 
Score: -15350074.000000 Penalty: 2895.278076
	Iteration 0F: 2 clusters Score -1.535007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -15271503.000000 Penalty: 5790.556152
	Iteration 0F: 3 clusters Score -1.52715e+07 nChanged 55997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -15303539.000000 Penalty: 5790.556152
	Iteration 1F: 3 clusters Score -1.530354e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -15304364.000000 Penalty: 5790.556152
	Iteration 2Q: 3 clusters Score -1.530436e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -15305402.000000 Penalty: 5790.556152
	Iteration 3Q: 3 clusters Score -1.53054e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -15306808.000000 Penalty: 5790.556152
	Iteration 4Q: 3 clusters Score -1.530681e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -15308965.000000 Penalty: 5790.556152
	Iteration 5Q: 3 clusters Score -1.530896e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -15312888.000000 Penalty: 5790.556152
	Iteration 6F: 3 clusters Score -1.531289e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -15318992.000000 Penalty: 5790.556152
	Iteration 7F: 3 clusters Score -1.531899e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -15326448.000000 Penalty: 5790.556152
	Iteration 8F: 3 clusters Score -1.532645e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -15334256.000000 Penalty: 5790.556152
	Iteration 9F: 3 clusters Score -1.533426e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -15340452.000000 Penalty: 5790.556152
	Iteration 10F: 3 clusters Score -1.534045e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -15344261.000000 Penalty: 5790.556152
	Iteration 11Q: 3 clusters Score -1.534426e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115851 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15346124.000000 Penalty: 5790.556152
	Iteration 12Q: 3 clusters Score -1.534612e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15346880.000000 Penalty: 5790.556152
	Iteration 13Q: 3 clusters Score -1.534688e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15347201.000000 Penalty: 5790.556152
	Iteration 14Q: 3 clusters Score -1.53472e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -15347308.000000 Penalty: 5790.556152
	Iteration 15Q: 3 clusters Score -1.534731e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15347409.000000 Penalty: 5790.556152
	Iteration 16Q: 3 clusters Score -1.534741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15347457.000000 Penalty: 5790.556152
	Iteration 17Q: 3 clusters Score -1.534746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15347499.000000 Penalty: 5790.556152
	Iteration 18Q: 3 clusters Score -1.53475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15347497.000000 Penalty: 5790.556152
	Iteration 19Q: 3 clusters Score -1.53475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15347507.000000 Penalty: 5790.556152
	Iteration 20F: 3 clusters Score -1.534751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15347526.000000 Penalty: 5790.556152
	Iteration 21Q: 3 clusters Score -1.534753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15347531.000000 Penalty: 5790.556152
	Iteration 22Q: 3 clusters Score -1.534753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15347534.000000 Penalty: 5790.556152
	Iteration 23Q: 3 clusters Score -1.534753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15347526.000000 Penalty: 5790.556152
	Iteration 24Q: 3 clusters Score -1.534753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15347535.000000 Penalty: 5790.556152
	Iteration 25Q: 3 clusters Score -1.534754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15347531.000000 Penalty: 5790.556152
	Iteration 26Q: 3 clusters Score -1.534753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15347531.000000 Penalty: 5790.556152
	Iteration 27F: 3 clusters Score -1.534753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -111775.625000 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -111775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109926.750000 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -109926.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110177.304688 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -110177.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110263.757812 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -110263.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110283.281250 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -110283.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110300.851562 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -110300.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110310.414062 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -110310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110311.859375 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -110311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110313.570312 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -110313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110313.570312 Penalty: 3362.277344
	Iteration 8F: 3 clusters Score -110313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -301984.250000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -301984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299017.562500 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -299017.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -299638.125000 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -299638.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299808.968750 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -299809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -299920.562500 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -299920.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299998.968750 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -299999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -300059.000000 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -300059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -300108.031250 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -300108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -300162.593750 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -300162.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -300215.218750 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -300215.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -300268.156250 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -300268.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -300320.281250 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -300320.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -300364.531250 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -300364.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -300413.093750 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -300413.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -300445.593750 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -300445.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -300470.093750 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -300470.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -300489.625000 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -300489.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -300503.875000 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -300503.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -300518.187500 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -300518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -300525.406250 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -300525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -300533.250000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -300533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300537.625000 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -300537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -300540.750000 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -300540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -300544.906250 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -300544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -300550.218750 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -300550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -300555.531250 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -300555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -300565.093750 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -300565.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -300580.843750 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -300580.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300602.437500 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -300602.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -300625.156250 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -300625.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -300641.937500 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -300641.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -300659.437500 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -300659.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -300675.593750 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -300675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -300689.687500 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -300689.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -300712.375000 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -300712.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300744.281250 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -300744.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -300765.437500 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -300765.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -300776.906250 Penalty: 3893.264648
	Iteration 36Q: 3 clusters Score -300776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -300784.343750 Penalty: 3893.264648
	Iteration 37Q: 3 clusters Score -300784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -300788.718750 Penalty: 3893.264648
	Iteration 38Q: 3 clusters Score -300788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -300792.875000 Penalty: 3893.264648
	Iteration 39Q: 3 clusters Score -300792.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -300802.187500 Penalty: 3893.264648
	Iteration 40F: 3 clusters Score -300802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -300811.593750 Penalty: 3893.264648
	Iteration 41Q: 3 clusters Score -300811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -300816.156250 Penalty: 3893.264648
	Iteration 42Q: 3 clusters Score -300816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -300821.062500 Penalty: 3893.264648
	Iteration 43Q: 3 clusters Score -300821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -300827.500000 Penalty: 3893.264648
	Iteration 44Q: 3 clusters Score -300827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -300830.718750 Penalty: 3893.264648
	Iteration 45Q: 3 clusters Score -300830.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300834.843750 Penalty: 3893.264648
	Iteration 46Q: 3 clusters Score -300834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300837.750000 Penalty: 3893.264648
	Iteration 47Q: 3 clusters Score -300837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300839.437500 Penalty: 3893.264648
	Iteration 48Q: 3 clusters Score -300839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -300843.906250 Penalty: 3893.264648
	Iteration 49Q: 3 clusters Score -300843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -300851.500000 Penalty: 3893.264648
	Iteration 50Q: 3 clusters Score -300851.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -300858.250000 Penalty: 3893.264648
	Iteration 51Q: 3 clusters Score -300858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -300868.562500 Penalty: 3893.264648
	Iteration 52Q: 3 clusters Score -300868.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -300884.906250 Penalty: 3893.264648
	Iteration 53Q: 3 clusters Score -300884.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -300896.562500 Penalty: 3893.264648
	Iteration 54Q: 3 clusters Score -300896.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -300908.968750 Penalty: 3893.264648
	Iteration 55Q: 3 clusters Score -300909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -300922.531250 Penalty: 3893.264648
	Iteration 56Q: 3 clusters Score -300922.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300935.625000 Penalty: 3893.264648
	Iteration 57Q: 3 clusters Score -300935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -300947.343750 Penalty: 3893.264648
	Iteration 58Q: 3 clusters Score -300947.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -300960.875000 Penalty: 3893.264648
	Iteration 59Q: 3 clusters Score -300960.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -300977.562500 Penalty: 3893.264648
	Iteration 60F: 3 clusters Score -300977.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -300994.468750 Penalty: 3893.264648
	Iteration 61Q: 3 clusters Score -300994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -301019.750000 Penalty: 3893.264648
	Iteration 62Q: 3 clusters Score -301019.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -301051.562500 Penalty: 3893.264648
	Iteration 63Q: 3 clusters Score -301051.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -301098.093750 Penalty: 3893.264648
	Iteration 64Q: 3 clusters Score -301098.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -301169.937500 Penalty: 3893.264648
	Iteration 65Q: 3 clusters Score -301169.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -301255.843750 Penalty: 3893.264648
	Iteration 66Q: 3 clusters Score -301255.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -301391.406250 Penalty: 3893.264648
	Iteration 67Q: 3 clusters Score -301391.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -301575.562500 Penalty: 3893.264648
	Iteration 68Q: 3 clusters Score -301575.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -301725.312500 Penalty: 3893.264648
	Iteration 69Q: 3 clusters Score -301725.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -301793.500000 Penalty: 3893.264648
	Iteration 70Q: 3 clusters Score -301793.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -301828.187500 Penalty: 3893.264648
	Iteration 71Q: 3 clusters Score -301828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -301847.000000 Penalty: 3893.264648
	Iteration 72Q: 3 clusters Score -301847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -301856.343750 Penalty: 3893.264648
	Iteration 73Q: 3 clusters Score -301856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -301857.093750 Penalty: 3893.264648
	Iteration 74Q: 3 clusters Score -301857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -301857.406250 Penalty: 3893.264648
	Iteration 75Q: 3 clusters Score -301857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -301857.812500 Penalty: 3893.264648
	Iteration 76Q: 3 clusters Score -301857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -301857.812500 Penalty: 3893.264648
	Iteration 77F: 3 clusters Score -301857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -773488.875000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -773488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -768282.437500 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -768282.4 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -769686.687500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -769686.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -770000.187500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -770000.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -770296.062500 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -770296.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -770599.062500 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -770599.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -770919.812500 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -770919.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -771281.625000 Penalty: 4326.964844
	Iteration 6F: 3 clusters Score -771281.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -771595.562500 Penalty: 4326.964844
	Iteration 7F: 3 clusters Score -771595.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -771836.812500 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -771836.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -771993.687500 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -771993.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -772103.312500 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -772103.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -772166.437500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -772166.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -772217.312500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -772217.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -772245.562500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -772245.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -772271.312500 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -772271.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -772290.750000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -772290.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -772305.500000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -772305.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -772315.250000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -772315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -772322.125000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -772322.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -772332.625000 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -772332.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -772344.750000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -772344.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -772361.625000 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -772361.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -772380.437500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -772380.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -772395.000000 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -772395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -772409.250000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -772409.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -772423.125000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -772423.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -772431.187500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -772431.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -772444.312500 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -772444.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -772454.687500 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -772454.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -772463.125000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -772463.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -772469.500000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -772469.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -772472.062500 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -772472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -772474.375000 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -772474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -772474.625000 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -772474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -772474.937500 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -772474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -772478.000000 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -772478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -772483.250000 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -772483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -772487.625000 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -772487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -772488.000000 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -772488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -772492.937500 Penalty: 4326.964844
	Iteration 39Q: 3 clusters Score -772492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -772494.125000 Penalty: 4326.964844
	Iteration 40F: 3 clusters Score -772494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -772494.437500 Penalty: 4326.964844
	Iteration 41Q: 3 clusters Score -772494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -772495.250000 Penalty: 4326.964844
	Iteration 42Q: 3 clusters Score -772495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -772497.187500 Penalty: 4326.964844
	Iteration 43Q: 3 clusters Score -772497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -772497.937500 Penalty: 4326.964844
	Iteration 44Q: 3 clusters Score -772497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -772498.062500 Penalty: 4326.964844
	Iteration 45Q: 3 clusters Score -772498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -772500.500000 Penalty: 4326.964844
	Iteration 46Q: 3 clusters Score -772500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -772500.812500 Penalty: 4326.964844
	Iteration 47Q: 3 clusters Score -772500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -772501.562500 Penalty: 4326.964844
	Iteration 48Q: 3 clusters Score -772501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -772503.187500 Penalty: 4326.964844
	Iteration 49Q: 3 clusters Score -772503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -772506.187500 Penalty: 4326.964844
	Iteration 50Q: 3 clusters Score -772506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -772507.750000 Penalty: 4326.964844
	Iteration 51Q: 3 clusters Score -772507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -772508.000000 Penalty: 4326.964844
	Iteration 52Q: 3 clusters Score -772508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -772508.312500 Penalty: 4326.964844
	Iteration 53Q: 3 clusters Score -772508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -772509.187500 Penalty: 4326.964844
	Iteration 54Q: 3 clusters Score -772509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -772510.375000 Penalty: 4326.964844
	Iteration 55Q: 3 clusters Score -772510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -772512.062500 Penalty: 4326.964844
	Iteration 56Q: 3 clusters Score -772512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -772513.250000 Penalty: 4326.964844
	Iteration 57Q: 3 clusters Score -772513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -772513.375000 Penalty: 4326.964844
	Iteration 58Q: 3 clusters Score -772513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -772513.812500 Penalty: 4326.964844
	Iteration 59Q: 3 clusters Score -772513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -772514.375000 Penalty: 4326.964844
	Iteration 60F: 3 clusters Score -772514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -594158.312500 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -594158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -589799.375000 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -589799.4 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -590858.812500 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -590858.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -591124.625000 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -591124.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -591318.687500 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -591318.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -591484.937500 Penalty: 4217.535156
	Iteration 4Q: 3 clusters Score -591484.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -591629.312500 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -591629.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -591772.437500 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -591772.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -591906.437500 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -591906.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -592012.437500 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -592012.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -592125.750000 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -592125.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -592210.125000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -592210.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -592286.000000 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -592286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -592363.562500 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -592363.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -592451.187500 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -592451.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -592532.437500 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -592532.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -592586.125000 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -592586.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -592630.812500 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -592630.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -592670.500000 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -592670.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -592702.250000 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -592702.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -592723.062500 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -592723.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -592736.437500 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -592736.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -592749.562500 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -592749.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -592763.250000 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -592763.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -592776.187500 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -592776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -592790.187500 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -592790.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -592802.250000 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -592802.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -592811.750000 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -592811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -592817.625000 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -592817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -592826.125000 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -592826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -592835.625000 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -592835.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -592846.187500 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -592846.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -592869.000000 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -592869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -592933.812500 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -592933.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -593048.562500 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -593048.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -593140.125000 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -593140.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -593207.625000 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -593207.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -593253.125000 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -593253.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -593284.500000 Penalty: 4217.535156
	Iteration 37Q: 3 clusters Score -593284.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -593316.437500 Penalty: 4217.535156
	Iteration 38Q: 3 clusters Score -593316.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -593333.500000 Penalty: 4217.535156
	Iteration 39Q: 3 clusters Score -593333.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -593340.812500 Penalty: 4217.535156
	Iteration 40F: 3 clusters Score -593340.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -593350.062500 Penalty: 4217.535156
	Iteration 41Q: 3 clusters Score -593350.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -593358.562500 Penalty: 4217.535156
	Iteration 42Q: 3 clusters Score -593358.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -593366.000000 Penalty: 4217.535156
	Iteration 43Q: 3 clusters Score -593366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -593375.937500 Penalty: 4217.535156
	Iteration 44Q: 3 clusters Score -593375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -593380.187500 Penalty: 4217.535156
	Iteration 45Q: 3 clusters Score -593380.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -593384.812500 Penalty: 4217.535156
	Iteration 46Q: 3 clusters Score -593384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -593389.187500 Penalty: 4217.535156
	Iteration 47Q: 3 clusters Score -593389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -593392.437500 Penalty: 4217.535156
	Iteration 48Q: 3 clusters Score -593392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -593393.375000 Penalty: 4217.535156
	Iteration 49Q: 3 clusters Score -593393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -593395.125000 Penalty: 4217.535156
	Iteration 50Q: 3 clusters Score -593395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -593396.000000 Penalty: 4217.535156
	Iteration 51Q: 3 clusters Score -593396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -593396.000000 Penalty: 4217.535156
	Iteration 52F: 3 clusters Score -593396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -69019.359375 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -69019.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67509.546875 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -67509.55 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68095.015625 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -68095.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68544.117188 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -68544.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68757.742188 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -68757.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68829.960938 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -68829.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68863.406250 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -68863.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68884.906250 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -68884.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68884.906250 Penalty: 3189.940186
	Iteration 7F: 3 clusters Score -68884.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1561097.875000 Penalty: 2330.040527
	Iteration 0F: 2 clusters Score -1561098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1552069.750000 Penalty: 4660.081055
	Iteration 0F: 3 clusters Score -1552070 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1554695.375000 Penalty: 4660.081055
	Iteration 1F: 3 clusters Score -1554695 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1555012.125000 Penalty: 4660.081055
	Iteration 2F: 3 clusters Score -1555012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1555288.375000 Penalty: 4660.081055
	Iteration 3F: 3 clusters Score -1555288 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1555546.000000 Penalty: 4660.081055
	Iteration 4Q: 3 clusters Score -1555546 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1555765.125000 Penalty: 4660.081055
	Iteration 5Q: 3 clusters Score -1555765 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1556000.125000 Penalty: 4660.081055
	Iteration 6Q: 3 clusters Score -1556000 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1556227.250000 Penalty: 4660.081055
	Iteration 7Q: 3 clusters Score -1556227 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1556464.875000 Penalty: 4660.081055
	Iteration 8Q: 3 clusters Score -1556465 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1556740.750000 Penalty: 4660.081055
	Iteration 9Q: 3 clusters Score -1556741 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1557042.875000 Penalty: 4660.081055
	Iteration 10Q: 3 clusters Score -1557043 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1557352.000000 Penalty: 4660.081055
	Iteration 11Q: 3 clusters Score -1557352 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1557692.000000 Penalty: 4660.081055
	Iteration 12Q: 3 clusters Score -1557692 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1558063.750000 Penalty: 4660.081055
	Iteration 13Q: 3 clusters Score -1558064 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1558338.500000 Penalty: 4660.081055
	Iteration 14Q: 3 clusters Score -1558338 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1558543.125000 Penalty: 4660.081055
	Iteration 15Q: 3 clusters Score -1558543 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1558689.000000 Penalty: 4660.081055
	Iteration 16Q: 3 clusters Score -1558689 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1558812.750000 Penalty: 4660.081055
	Iteration 17Q: 3 clusters Score -1558813 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1558918.125000 Penalty: 4660.081055
	Iteration 18Q: 3 clusters Score -1558918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1558978.750000 Penalty: 4660.081055
	Iteration 19Q: 3 clusters Score -1558979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1559021.125000 Penalty: 4660.081055
	Iteration 20F: 3 clusters Score -1559021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1559057.750000 Penalty: 4660.081055
	Iteration 21Q: 3 clusters Score -1559058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1559084.000000 Penalty: 4660.081055
	Iteration 22Q: 3 clusters Score -1559084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1559095.000000 Penalty: 4660.081055
	Iteration 23Q: 3 clusters Score -1559095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1559105.375000 Penalty: 4660.081055
	Iteration 24Q: 3 clusters Score -1559105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1559112.625000 Penalty: 4660.081055
	Iteration 25Q: 3 clusters Score -1559113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1559118.625000 Penalty: 4660.081055
	Iteration 26Q: 3 clusters Score -1559119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1559127.500000 Penalty: 4660.081055
	Iteration 27Q: 3 clusters Score -1559128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1559129.500000 Penalty: 4660.081055
	Iteration 28Q: 3 clusters Score -1559130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1559137.125000 Penalty: 4660.081055
	Iteration 29Q: 3 clusters Score -1559137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1559142.750000 Penalty: 4660.081055
	Iteration 30Q: 3 clusters Score -1559143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1559153.625000 Penalty: 4660.081055
	Iteration 31Q: 3 clusters Score -1559154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1559161.750000 Penalty: 4660.081055
	Iteration 32Q: 3 clusters Score -1559162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1559168.250000 Penalty: 4660.081055
	Iteration 33Q: 3 clusters Score -1559168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1559173.000000 Penalty: 4660.081055
	Iteration 34Q: 3 clusters Score -1559173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1559173.375000 Penalty: 4660.081055
	Iteration 35Q: 3 clusters Score -1559173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1559173.625000 Penalty: 4660.081055
	Iteration 36Q: 3 clusters Score -1559174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1559172.125000 Penalty: 4660.081055
	Iteration 37Q: 3 clusters Score -1559172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1559173.125000 Penalty: 4660.081055
	Iteration 38Q: 3 clusters Score -1559173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1559173.125000 Penalty: 4660.081055
	Iteration 39Q: 3 clusters Score -1559173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1559175.875000 Penalty: 4660.081055
	Iteration 40F: 3 clusters Score -1559176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Entering Unmasked Estep 
Score: -10825606.000000 Penalty: 2809.583496
	Iteration 0F: 2 clusters Score -1.082561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10769885.000000 Penalty: 5619.166992
	Iteration 0F: 3 clusters Score -1.076988e+07 nChanged 39142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -10791984.000000 Penalty: 5619.166992
	Iteration 1F: 3 clusters Score -1.079198e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -10792926.000000 Penalty: 5619.166992
	Iteration 2Q: 3 clusters Score -1.079293e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -10793936.000000 Penalty: 5619.166992
	Iteration 3Q: 3 clusters Score -1.079394e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -10795312.000000 Penalty: 5619.166992
	Iteration 4Q: 3 clusters Score -1.079531e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -10797271.000000 Penalty: 5619.166992
	Iteration 5F: 3 clusters Score -1.079727e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -10799925.000000 Penalty: 5619.166992
	Iteration 6F: 3 clusters Score -1.079992e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -10802713.000000 Penalty: 5619.166992
	Iteration 7F: 3 clusters Score -1.080271e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -10805315.000000 Penalty: 5619.166992
	Iteration 8F: 3 clusters Score -1.080532e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -10807337.000000 Penalty: 5619.166992
	Iteration 9F: 3 clusters Score -1.080734e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -10808808.000000 Penalty: 5619.166992
	Iteration 10Q: 3 clusters Score -1.080881e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -10809887.000000 Penalty: 5619.166992
	Iteration 11Q: 3 clusters Score -1.080989e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -10810747.000000 Penalty: 5619.166992
	Iteration 12Q: 3 clusters Score -1.081075e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -10811501.000000 Penalty: 5619.166992
	Iteration 13Q: 3 clusters Score -1.08115e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -10812219.000000 Penalty: 5619.166992
	Iteration 14Q: 3 clusters Score -1.081222e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -10813003.000000 Penalty: 5619.166992
	Iteration 15Q: 3 clusters Score -1.0813e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -10813736.000000 Penalty: 5619.166992
	Iteration 16Q: 3 clusters Score -1.081374e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -10814749.000000 Penalty: 5619.166992
	Iteration 17Q: 3 clusters Score -1.081475e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -10815800.000000 Penalty: 5619.166992
	Iteration 18Q: 3 clusters Score -1.08158e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -10817025.000000 Penalty: 5619.166992
	Iteration 19Q: 3 clusters Score -1.081702e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -10818405.000000 Penalty: 5619.166992
	Iteration 20F: 3 clusters Score -1.08184e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -10819699.000000 Penalty: 5619.166992
	Iteration 21Q: 3 clusters Score -1.08197e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -10820778.000000 Penalty: 5619.166992
	Iteration 22Q: 3 clusters Score -1.082078e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10821576.000000 Penalty: 5619.166992
	Iteration 23Q: 3 clusters Score -1.082158e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -10822239.000000 Penalty: 5619.166992
	Iteration 24Q: 3 clusters Score -1.082224e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -10822683.000000 Penalty: 5619.166992
	Iteration 25Q: 3 clusters Score -1.082268e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10822969.000000 Penalty: 5619.166992
	Iteration 26Q: 3 clusters Score -1.082297e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10823167.000000 Penalty: 5619.166992
	Iteration 27Q: 3 clusters Score -1.082317e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10823246.000000 Penalty: 5619.166992
	Iteration 28Q: 3 clusters Score -1.082325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10823300.000000 Penalty: 5619.166992
	Iteration 29Q: 3 clusters Score -1.08233e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10823369.000000 Penalty: 5619.166992
	Iteration 30Q: 3 clusters Score -1.082337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10823398.000000 Penalty: 5619.166992
	Iteration 31Q: 3 clusters Score -1.08234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10823415.000000 Penalty: 5619.166992
	Iteration 32Q: 3 clusters Score -1.082342e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10823447.000000 Penalty: 5619.166992
	Iteration 33Q: 3 clusters Score -1.082345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10823473.000000 Penalty: 5619.166992
	Iteration 34Q: 3 clusters Score -1.082347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10823483.000000 Penalty: 5619.166992
	Iteration 35Q: 3 clusters Score -1.082348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10823498.000000 Penalty: 5619.166992
	Iteration 36Q: 3 clusters Score -1.08235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10823507.000000 Penalty: 5619.166992
	Iteration 37Q: 3 clusters Score -1.082351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10823514.000000 Penalty: 5619.166992
	Iteration 38Q: 3 clusters Score -1.082351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10823509.000000 Penalty: 5619.166992
	Iteration 39Q: 3 clusters Score -1.082351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10823516.000000 Penalty: 5619.166992
	Iteration 40F: 3 clusters Score -1.082352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10823524.000000 Penalty: 5619.166992
	Iteration 41Q: 3 clusters Score -1.082352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10823530.000000 Penalty: 5619.166992
	Iteration 42Q: 3 clusters Score -1.082353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10823546.000000 Penalty: 5619.166992
	Iteration 43Q: 3 clusters Score -1.082355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10823555.000000 Penalty: 5619.166992
	Iteration 44Q: 3 clusters Score -1.082356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10823553.000000 Penalty: 5619.166992
	Iteration 45Q: 3 clusters Score -1.082355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10823540.000000 Penalty: 5619.166992
	Iteration 46Q: 3 clusters Score -1.082354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10823556.000000 Penalty: 5619.166992
	Iteration 47Q: 3 clusters Score -1.082356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10823571.000000 Penalty: 5619.166992
	Iteration 48Q: 3 clusters Score -1.082357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10823565.000000 Penalty: 5619.166992
	Iteration 49Q: 3 clusters Score -1.082356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10823576.000000 Penalty: 5619.166992
	Iteration 50Q: 3 clusters Score -1.082358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10823575.000000 Penalty: 5619.166992
	Iteration 51Q: 3 clusters Score -1.082358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10823577.000000 Penalty: 5619.166992
	Iteration 52Q: 3 clusters Score -1.082358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10823575.000000 Penalty: 5619.166992
	Iteration 53Q: 3 clusters Score -1.082358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10823575.000000 Penalty: 5619.166992
	Iteration 54F: 3 clusters Score -1.082358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24263 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 17 contains 49263 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162805 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117537 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267984.000000 Penalty: 139205.625000
Iteration 199Q: 42 clusters Score -1.11268e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13644 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24264 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3459 members 
Mstep: Class 17 contains 49264 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162800 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117538 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268008.000000 Penalty: 139205.625000
Iteration 200F: 42 clusters Score -1.11268e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13643 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24265 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3454 members 
Mstep: Class 17 contains 49265 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45835 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162796 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117539 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267904.000000 Penalty: 139205.625000
Iteration 201Q: 42 clusters Score -1.112679e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13639 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24265 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10958 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 49265 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45838 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162790 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117543 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267960.000000 Penalty: 139205.625000
Iteration 202Q: 42 clusters Score -1.11268e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13638 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 9173 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3445 members 
Mstep: Class 17 contains 49266 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45837 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6504 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 139205.625000
Iteration 203Q: 42 clusters Score -1.11268e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13634 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 9179 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 49267 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45836 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162783 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117551 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 139205.625000
Iteration 204Q: 42 clusters Score -1.11268e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89769 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52490 members 
Mstep: Class 10 contains 24268 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3450 members 
Mstep: Class 17 contains 49267 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45837 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117552 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 205Q: 42 clusters Score -1.11268e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52491 members 
Mstep: Class 10 contains 24269 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117553 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268000.000000 Penalty: 139205.625000
Iteration 206Q: 42 clusters Score -1.11268e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24269 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3443 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1545 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6503 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162783 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117551 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268000.000000 Penalty: 139205.625000
Iteration 207Q: 42 clusters Score -1.11268e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13615 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1543 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162786 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117546 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 139205.625000
Iteration 208Q: 42 clusters Score -1.11268e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 13610 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9213 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7051 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39620 members 
Mstep: Class 32 contains 162786 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117542 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267976.000000 Penalty: 139205.625000
Iteration 209Q: 42 clusters Score -1.11268e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13607 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3442 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7050 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1543 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162787 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117539 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 210Q: 42 clusters Score -1.11268e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 13604 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9230 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3440 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162788 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117540 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268008.000000 Penalty: 139205.625000
Iteration 211Q: 42 clusters Score -1.11268e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13600 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9237 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3442 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117542 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 139205.625000
Iteration 212Q: 42 clusters Score -1.112681e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13598 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 45845 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117543 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 139205.625000
Iteration 213Q: 42 clusters Score -1.112681e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3439 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162783 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117542 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268096.000000 Penalty: 139205.625000
Iteration 214Q: 42 clusters Score -1.112681e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9254 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117542 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268112.000000 Penalty: 139205.625000
Iteration 215Q: 42 clusters Score -1.112681e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117544 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 139205.625000
Iteration 216Q: 42 clusters Score -1.112681e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7039 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162782 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117545 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268120.000000 Penalty: 139205.625000
Iteration 217Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162783 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268096.000000 Penalty: 139205.625000
Iteration 218Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 139205.625000
Iteration 219Q: 42 clusters Score -1.112681e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 139205.625000
Iteration 220F: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268096.000000 Penalty: 139205.625000
Iteration 221Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45847 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 139205.625000
Iteration 222Q: 42 clusters Score -1.112681e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45847 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162780 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 139205.625000
Iteration 223Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52492 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3409 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 139205.625000
Iteration 224Q: 42 clusters Score -1.112681e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 139205.625000
Iteration 225Q: 42 clusters Score -1.11268e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24270 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 139205.625000
Iteration 226Q: 42 clusters Score -1.11268e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 139205.625000
Iteration 227Q: 42 clusters Score -1.11268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3399 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162783 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 228Q: 42 clusters Score -1.11268e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3398 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162783 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 229Q: 42 clusters Score -1.11268e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9295 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 230Q: 42 clusters Score -1.11268e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3389 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 139205.625000
Iteration 231Q: 42 clusters Score -1.11268e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3385 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7036 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45848 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117551 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268040.000000 Penalty: 139205.625000
Iteration 232Q: 42 clusters Score -1.11268e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9309 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7036 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45847 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162782 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117551 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268064.000000 Penalty: 139205.625000
Iteration 233Q: 42 clusters Score -1.112681e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7037 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45847 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162782 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 139205.625000
Iteration 234Q: 42 clusters Score -1.11268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3385 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45846 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 139205.625000
Iteration 235Q: 42 clusters Score -1.11268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13588 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9312 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45845 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162781 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 236Q: 42 clusters Score -1.11268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13586 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9312 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45846 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162782 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 139205.625000
Iteration 237Q: 42 clusters Score -1.11268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13586 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9312 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3385 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45845 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162784 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 139205.625000
Iteration 238Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering ConstructFrom: 
Score: -111268072.000000 Penalty: 139205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -219648.906250 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -219648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -217215.328125 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -217215.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217620.078125 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -217620.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -217737.671875 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -217737.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -217778.281250 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -217778.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217809.687500 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -217809.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217829.328125 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -217829.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -217838.484375 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -217838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217845.468750 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -217845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217850.343750 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -217850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217857.078125 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -217857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217859.609375 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -217859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -217860.171875 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -217860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -217861.937500 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -217861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217862.484375 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -217862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -217863.609375 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -217863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217867.687500 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -217867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217869.875000 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -217869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -217871.156250 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -217871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217874.125000 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -217874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217874.640625 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -217874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -217875.703125 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -217875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217877.515625 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -217877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -217878.390625 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -217878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217881.359375 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -217881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -217885.109375 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -217885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -217888.375000 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -217888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -217889.937500 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -217889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -217890.406250 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -217890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -217892.046875 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -217892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217892.656250 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -217892.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217892.656250 Penalty: 3687.098633
	Iteration 30F: 3 clusters Score -217892.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -223772.296875 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -223772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221287.328125 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -221287.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222668.171875 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -222668.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -223184.218750 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -223184.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -223453.406250 Penalty: 3788.785156
	Iteration 3F: 3 clusters Score -223453.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -223649.468750 Penalty: 3788.785156
	Iteration 4F: 3 clusters Score -223649.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -223748.000000 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -223748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -223812.640625 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -223812.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -223859.828125 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -223859.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223891.484375 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -223891.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223909.859375 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -223909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223926.734375 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -223926.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -223933.921875 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -223933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223937.890625 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -223937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -223941.765625 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -223941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -223946.625000 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -223946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -223947.843750 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -223947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -223948.828125 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -223948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223949.687500 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -223949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223949.687500 Penalty: 3788.785156
	Iteration 18F: 3 clusters Score -223949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Mstep: Class 42 contains 1330 members 
Entering Unmasked Estep 
Score: -111266824.000000 Penalty: 142600.890625
Splitting cluster 2 changes total score from -111268072.000000 to -111266824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Entering Unmasked Estep 
Score: -1738482.750000 Penalty: 2360.146973
	Iteration 0F: 2 clusters Score -1738483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1728566.875000 Penalty: 4720.293945
	Iteration 0F: 3 clusters Score -1728567 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1731807.375000 Penalty: 4720.293945
	Iteration 1F: 3 clusters Score -1731807 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1732336.875000 Penalty: 4720.293945
	Iteration 2F: 3 clusters Score -1732337 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1732959.000000 Penalty: 4720.293945
	Iteration 3F: 3 clusters Score -1732959 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1733704.625000 Penalty: 4720.293945
	Iteration 4F: 3 clusters Score -1733705 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1734505.500000 Penalty: 4720.293945
	Iteration 5F: 3 clusters Score -1734506 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1735213.750000 Penalty: 4720.293945
	Iteration 6F: 3 clusters Score -1735214 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1735783.750000 Penalty: 4720.293945
	Iteration 7F: 3 clusters Score -1735784 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1736195.625000 Penalty: 4720.293945
	Iteration 8Q: 3 clusters Score -1736196 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1736523.375000 Penalty: 4720.293945
	Iteration 9Q: 3 clusters Score -1736523 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1736782.375000 Penalty: 4720.293945
	Iteration 10Q: 3 clusters Score -1736782 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1736990.500000 Penalty: 4720.293945
	Iteration 11Q: 3 clusters Score -1736990 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1737156.625000 Penalty: 4720.293945
	Iteration 12Q: 3 clusters Score -1737157 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1737289.750000 Penalty: 4720.293945
	Iteration 13Q: 3 clusters Score -1737290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1737401.000000 Penalty: 4720.293945
	Iteration 14Q: 3 clusters Score -1737401 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1737477.125000 Penalty: 4720.293945
	Iteration 15Q: 3 clusters Score -1737477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1737527.000000 Penalty: 4720.293945
	Iteration 16Q: 3 clusters Score -1737527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1737559.625000 Penalty: 4720.293945
	Iteration 17Q: 3 clusters Score -1737560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1737587.500000 Penalty: 4720.293945
	Iteration 18Q: 3 clusters Score -1737588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1737603.250000 Penalty: 4720.293945
	Iteration 19Q: 3 clusters Score -1737603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1737610.625000 Penalty: 4720.293945
	Iteration 20F: 3 clusters Score -1737611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1737620.250000 Penalty: 4720.293945
	Iteration 21Q: 3 clusters Score -1737620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1737629.500000 Penalty: 4720.293945
	Iteration 22Q: 3 clusters Score -1737630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1737641.375000 Penalty: 4720.293945
	Iteration 23Q: 3 clusters Score -1737641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1737650.250000 Penalty: 4720.293945
	Iteration 24Q: 3 clusters Score -1737650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1737656.875000 Penalty: 4720.293945
	Iteration 25Q: 3 clusters Score -1737657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1737660.500000 Penalty: 4720.293945
	Iteration 26Q: 3 clusters Score -1737660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1737662.750000 Penalty: 4720.293945
	Iteration 27Q: 3 clusters Score -1737663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1737664.000000 Penalty: 4720.293945
	Iteration 28Q: 3 clusters Score -1737664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1737663.875000 Penalty: 4720.293945
	Iteration 29Q: 3 clusters Score -1737664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1737663.500000 Penalty: 4720.293945
	Iteration 30Q: 3 clusters Score -1737664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1737664.125000 Penalty: 4720.293945
	Iteration 31Q: 3 clusters Score -1737664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1737671.750000 Penalty: 4720.293945
	Iteration 32Q: 3 clusters Score -1737672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1737669.750000 Penalty: 4720.293945
	Iteration 33Q: 3 clusters Score -1737670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1737670.000000 Penalty: 4720.293945
	Iteration 34Q: 3 clusters Score -1737670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1737670.000000 Penalty: 4720.293945
	Iteration 35F: 3 clusters Score -1737670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -145920.812500 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -145920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143839.250000 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -143839.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144335.078125 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -144335.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144498.640625 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -144498.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144608.562500 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -144608.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144671.015625 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -144671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144711.578125 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -144711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -144742.390625 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -144742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144775.906250 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -144775.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144821.265625 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -144821.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144866.812500 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -144866.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -144892.328125 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -144892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -144910.500000 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -144910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144920.375000 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -144920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144929.796875 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -144929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144934.953125 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -144935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144940.890625 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -144940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144945.671875 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -144945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -144950.265625 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -144950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -144952.140625 Penalty: 3517.916504
	Iteration 18Q: 3 clusters Score -144952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144952.796875 Penalty: 3517.916504
	Iteration 19Q: 3 clusters Score -144952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -144953.625000 Penalty: 3517.916504
	Iteration 20F: 3 clusters Score -144953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -265060.437500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -265060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -262273.812500 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -262273.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -262925.031250 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -262925 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263144.968750 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -263145 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263310.656250 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -263310.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -263431.437500 Penalty: 3851.511719
	Iteration 4F: 3 clusters Score -263431.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -263499.906250 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -263499.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -263563.562500 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -263563.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -263608.812500 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -263608.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263639.531250 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -263639.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -263660.312500 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -263660.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -263677.343750 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -263677.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263691.125000 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -263691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263703.031250 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -263703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263710.968750 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -263711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -263714.875000 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -263714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263719.125000 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -263719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263721.781250 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -263721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -263721.937500 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -263721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -263722.718750 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -263722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -263723.812500 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -263723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -263725.125000 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -263725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263725.968750 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -263726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263727.937500 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -263727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -263729.968750 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -263730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -263732.375000 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -263732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -263734.625000 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -263734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263735.968750 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -263736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -263737.250000 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -263737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -263739.031250 Penalty: 3851.511719
	Iteration 28Q: 3 clusters Score -263739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -263740.218750 Penalty: 3851.511719
	Iteration 29Q: 3 clusters Score -263740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -263740.718750 Penalty: 3851.511719
	Iteration 30Q: 3 clusters Score -263740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263741.218750 Penalty: 3851.511719
	Iteration 31Q: 3 clusters Score -263741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263741.218750 Penalty: 3851.511719
	Iteration 32F: 3 clusters Score -263741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Entering Unmasked Estep 
Score: -11766276.000000 Penalty: 2828.433350
	Iteration 0F: 2 clusters Score -1.176628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -11706043.000000 Penalty: 5656.866699
	Iteration 0F: 3 clusters Score -1.170604e+07 nChanged 42415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -11730581.000000 Penalty: 5656.866699
	Iteration 1F: 3 clusters Score -1.173058e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -11731953.000000 Penalty: 5656.866699
	Iteration 2Q: 3 clusters Score -1.173195e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -11733943.000000 Penalty: 5656.866699
	Iteration 3F: 3 clusters Score -1.173394e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -11736638.000000 Penalty: 5656.866699
	Iteration 4F: 3 clusters Score -1.173664e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -11739840.000000 Penalty: 5656.866699
	Iteration 5F: 3 clusters Score -1.173984e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -11743093.000000 Penalty: 5656.866699
	Iteration 6F: 3 clusters Score -1.174309e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -11746088.000000 Penalty: 5656.866699
	Iteration 7F: 3 clusters Score -1.174609e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -11748742.000000 Penalty: 5656.866699
	Iteration 8F: 3 clusters Score -1.174874e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -11751263.000000 Penalty: 5656.866699
	Iteration 9Q: 3 clusters Score -1.175126e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -11753937.000000 Penalty: 5656.866699
	Iteration 10Q: 3 clusters Score -1.175394e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -11756819.000000 Penalty: 5656.866699
	Iteration 11Q: 3 clusters Score -1.175682e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -11759376.000000 Penalty: 5656.866699
	Iteration 12Q: 3 clusters Score -1.175938e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -11761419.000000 Penalty: 5656.866699
	Iteration 13Q: 3 clusters Score -1.176142e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -11762542.000000 Penalty: 5656.866699
	Iteration 14Q: 3 clusters Score -1.176254e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -11763128.000000 Penalty: 5656.866699
	Iteration 15Q: 3 clusters Score -1.176313e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -11763458.000000 Penalty: 5656.866699
	Iteration 16Q: 3 clusters Score -1.176346e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -11763643.000000 Penalty: 5656.866699
	Iteration 17Q: 3 clusters Score -1.176364e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -11763747.000000 Penalty: 5656.866699
	Iteration 18Q: 3 clusters Score -1.176375e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -11763816.000000 Penalty: 5656.866699
	Iteration 19Q: 3 clusters Score -1.176382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -11763875.000000 Penalty: 5656.866699
	Iteration 20F: 3 clusters Score -1.176388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -11763881.000000 Penalty: 5656.866699
	Iteration 21Q: 3 clusters Score -1.176388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -11763888.000000 Penalty: 5656.866699
	Iteration 22Q: 3 clusters Score -1.176389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -11763915.000000 Penalty: 5656.866699
	Iteration 23Q: 3 clusters Score -1.176392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -11763934.000000 Penalty: 5656.866699
	Iteration 24Q: 3 clusters Score -1.176393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -11763942.000000 Penalty: 5656.866699
	Iteration 25Q: 3 clusters Score -1.176394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -11763961.000000 Penalty: 5656.866699
	Iteration 26Q: 3 clusters Score -1.176396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -11763951.000000 Penalty: 5656.866699
	Iteration 27Q: 3 clusters Score -1.176395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -11763951.000000 Penalty: 5656.866699
	Iteration 28Q: 3 clusters Score -1.176395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -11763954.000000 Penalty: 5656.866699
	Iteration 29Q: 3 clusters Score -1.176395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -11763975.000000 Penalty: 5656.866699
	Iteration 30Q: 3 clusters Score -1.176398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -11763971.000000 Penalty: 5656.866699
	Iteration 31Q: 3 clusters Score -1.176397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
Score: -11763978.000000 Penalty: 5656.866699
	Iteration 32Q: 3 clusters Score -1.176398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -11763981.000000 Penalty: 5656.866699
	Iteration 33Q: 3 clusters Score -1.176398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -11763986.000000 Penalty: 5656.866699
	Iteration 34Q: 3 clusters Score -1.176399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -11763983.000000 Penalty: 5656.866699
	Iteration 35Q: 3 clusters Score -1.176398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -11763989.000000 Penalty: 5656.866699
	Iteration 36Q: 3 clusters Score -1.176399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -11763986.000000 Penalty: 5656.866699
	Iteration 37Q: 3 clusters Score -1.176399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11763978.000000 Penalty: 5656.866699
	Iteration 38Q: 3 clusters Score -1.176398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11763978.000000 Penalty: 5656.866699
	Iteration 39F: 3 clusters Score -1.176398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -438632.031250 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -438632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -435066.500000 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -435066.5 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -435796.125000 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -435796.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -435987.312500 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -435987.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -436082.812500 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -436082.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -436134.031250 Penalty: 4033.385010
	Iteration 4Q: 3 clusters Score -436134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -436181.593750 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -436181.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -436225.937500 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -436225.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -436258.218750 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -436258.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -436284.468750 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -436284.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -436316.468750 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -436316.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -436349.031250 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -436349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436371.718750 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -436371.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -436392.718750 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -436392.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -436410.031250 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -436410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -436432.406250 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -436432.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -436457.156250 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -436457.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -436487.187500 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -436487.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436521.375000 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -436521.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -436555.187500 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -436555.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -436589.593750 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -436589.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -436626.156250 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -436626.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -436663.156250 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -436663.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -436705.750000 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -436705.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -436751.937500 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -436751.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -436796.531250 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -436796.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -436830.531250 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -436830.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -436855.687500 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -436855.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -436876.843750 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -436876.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -436895.250000 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -436895.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -436915.000000 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -436915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -436933.125000 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -436933.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -436954.156250 Penalty: 4033.385010
	Iteration 31Q: 3 clusters Score -436954.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -436972.593750 Penalty: 4033.385010
	Iteration 32Q: 3 clusters Score -436972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -436989.593750 Penalty: 4033.385010
	Iteration 33Q: 3 clusters Score -436989.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -437004.031250 Penalty: 4033.385010
	Iteration 34Q: 3 clusters Score -437004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -437012.781250 Penalty: 4033.385010
	Iteration 35Q: 3 clusters Score -437012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -437019.062500 Penalty: 4033.385010
	Iteration 36Q: 3 clusters Score -437019.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -437024.500000 Penalty: 4033.385010
	Iteration 37Q: 3 clusters Score -437024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -437027.906250 Penalty: 4033.385010
	Iteration 38Q: 3 clusters Score -437027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -437032.812500 Penalty: 4033.385010
	Iteration 39Q: 3 clusters Score -437032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -437039.125000 Penalty: 4033.385010
	Iteration 40F: 3 clusters Score -437039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -437042.468750 Penalty: 4033.385010
	Iteration 41Q: 3 clusters Score -437042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -437044.031250 Penalty: 4033.385010
	Iteration 42Q: 3 clusters Score -437044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -437047.906250 Penalty: 4033.385010
	Iteration 43Q: 3 clusters Score -437047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -437052.062500 Penalty: 4033.385010
	Iteration 44Q: 3 clusters Score -437052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -437056.125000 Penalty: 4033.385010
	Iteration 45Q: 3 clusters Score -437056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -437057.218750 Penalty: 4033.385010
	Iteration 46Q: 3 clusters Score -437057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -437057.843750 Penalty: 4033.385010
	Iteration 47Q: 3 clusters Score -437057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -437060.093750 Penalty: 4033.385010
	Iteration 48Q: 3 clusters Score -437060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -437066.406250 Penalty: 4033.385010
	Iteration 49Q: 3 clusters Score -437066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -437072.687500 Penalty: 4033.385010
	Iteration 50Q: 3 clusters Score -437072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -437076.781250 Penalty: 4033.385010
	Iteration 51Q: 3 clusters Score -437076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -437081.281250 Penalty: 4033.385010
	Iteration 52Q: 3 clusters Score -437081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -437084.531250 Penalty: 4033.385010
	Iteration 53Q: 3 clusters Score -437084.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -437085.937500 Penalty: 4033.385010
	Iteration 54Q: 3 clusters Score -437085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -437087.406250 Penalty: 4033.385010
	Iteration 55Q: 3 clusters Score -437087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -437089.781250 Penalty: 4033.385010
	Iteration 56Q: 3 clusters Score -437089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -437092.406250 Penalty: 4033.385010
	Iteration 57Q: 3 clusters Score -437092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -437093.093750 Penalty: 4033.385010
	Iteration 58Q: 3 clusters Score -437093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -437093.093750 Penalty: 4033.385010
	Iteration 59F: 3 clusters Score -437093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Entering Unmasked Estep 
Score: -2020804.625000 Penalty: 2409.481445
	Iteration 0F: 2 clusters Score -2020805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2008941.250000 Penalty: 4818.962891
	Iteration 0F: 3 clusters Score -2008941 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2013047.125000 Penalty: 4818.962891
	Iteration 1F: 3 clusters Score -2013047 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2013791.125000 Penalty: 4818.962891
	Iteration 2F: 3 clusters Score -2013791 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2014594.625000 Penalty: 4818.962891
	Iteration 3F: 3 clusters Score -2014595 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2015493.625000 Penalty: 4818.962891
	Iteration 4F: 3 clusters Score -2015494 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2016241.500000 Penalty: 4818.962891
	Iteration 5F: 3 clusters Score -2016242 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2016883.500000 Penalty: 4818.962891
	Iteration 6F: 3 clusters Score -2016884 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2017342.500000 Penalty: 4818.962891
	Iteration 7Q: 3 clusters Score -2017342 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2017685.875000 Penalty: 4818.962891
	Iteration 8Q: 3 clusters Score -2017686 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2017955.125000 Penalty: 4818.962891
	Iteration 9Q: 3 clusters Score -2017955 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2018168.750000 Penalty: 4818.962891
	Iteration 10Q: 3 clusters Score -2018169 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2018315.750000 Penalty: 4818.962891
	Iteration 11Q: 3 clusters Score -2018316 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2018419.875000 Penalty: 4818.962891
	Iteration 12Q: 3 clusters Score -2018420 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2018488.250000 Penalty: 4818.962891
	Iteration 13Q: 3 clusters Score -2018488 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2018519.750000 Penalty: 4818.962891
	Iteration 14Q: 3 clusters Score -2018520 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2018550.250000 Penalty: 4818.962891
	Iteration 15Q: 3 clusters Score -2018550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2018571.625000 Penalty: 4818.962891
	Iteration 16Q: 3 clusters Score -2018572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2018583.125000 Penalty: 4818.962891
	Iteration 17Q: 3 clusters Score -2018583 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2018600.375000 Penalty: 4818.962891
	Iteration 18Q: 3 clusters Score -2018600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2018609.625000 Penalty: 4818.962891
	Iteration 19Q: 3 clusters Score -2018610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2018615.500000 Penalty: 4818.962891
	Iteration 20F: 3 clusters Score -2018616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2018625.625000 Penalty: 4818.962891
	Iteration 21Q: 3 clusters Score -2018626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2018640.250000 Penalty: 4818.962891
	Iteration 22Q: 3 clusters Score -2018640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2018654.500000 Penalty: 4818.962891
	Iteration 23Q: 3 clusters Score -2018654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2018661.125000 Penalty: 4818.962891
	Iteration 24Q: 3 clusters Score -2018661 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2018681.750000 Penalty: 4818.962891
	Iteration 25Q: 3 clusters Score -2018682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2018695.875000 Penalty: 4818.962891
	Iteration 26Q: 3 clusters Score -2018696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2018711.875000 Penalty: 4818.962891
	Iteration 27Q: 3 clusters Score -2018712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2018722.625000 Penalty: 4818.962891
	Iteration 28Q: 3 clusters Score -2018723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2018738.250000 Penalty: 4818.962891
	Iteration 29Q: 3 clusters Score -2018738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2018756.250000 Penalty: 4818.962891
	Iteration 30Q: 3 clusters Score -2018756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2018770.625000 Penalty: 4818.962891
	Iteration 31Q: 3 clusters Score -2018771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2018788.500000 Penalty: 4818.962891
	Iteration 32Q: 3 clusters Score -2018788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2018807.125000 Penalty: 4818.962891
	Iteration 33Q: 3 clusters Score -2018807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2018828.375000 Penalty: 4818.962891
	Iteration 34Q: 3 clusters Score -2018828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2018836.625000 Penalty: 4818.962891
	Iteration 35Q: 3 clusters Score -2018837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2018845.500000 Penalty: 4818.962891
	Iteration 36Q: 3 clusters Score -2018846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2018860.750000 Penalty: 4818.962891
	Iteration 37Q: 3 clusters Score -2018861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2018871.750000 Penalty: 4818.962891
	Iteration 38Q: 3 clusters Score -2018872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2018884.500000 Penalty: 4818.962891
	Iteration 39Q: 3 clusters Score -2018884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2018899.500000 Penalty: 4818.962891
	Iteration 40F: 3 clusters Score -2018900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2018911.375000 Penalty: 4818.962891
	Iteration 41Q: 3 clusters Score -2018911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2018919.750000 Penalty: 4818.962891
	Iteration 42Q: 3 clusters Score -2018920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2018932.125000 Penalty: 4818.962891
	Iteration 43Q: 3 clusters Score -2018932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2018947.250000 Penalty: 4818.962891
	Iteration 44Q: 3 clusters Score -2018947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2018954.625000 Penalty: 4818.962891
	Iteration 45Q: 3 clusters Score -2018955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2018963.750000 Penalty: 4818.962891
	Iteration 46Q: 3 clusters Score -2018964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2018967.625000 Penalty: 4818.962891
	Iteration 47Q: 3 clusters Score -2018968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2018970.625000 Penalty: 4818.962891
	Iteration 48Q: 3 clusters Score -2018971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2018978.125000 Penalty: 4818.962891
	Iteration 49Q: 3 clusters Score -2018978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2018978.500000 Penalty: 4818.962891
	Iteration 50Q: 3 clusters Score -2018978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2018988.875000 Penalty: 4818.962891
	Iteration 51Q: 3 clusters Score -2018989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2018981.625000 Penalty: 4818.962891
	Iteration 52Q: 3 clusters Score -2018982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2018991.375000 Penalty: 4818.962891
	Iteration 53Q: 3 clusters Score -2018991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2018994.125000 Penalty: 4818.962891
	Iteration 54Q: 3 clusters Score -2018994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2018992.625000 Penalty: 4818.962891
	Iteration 55Q: 3 clusters Score -2018993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2018994.125000 Penalty: 4818.962891
	Iteration 56Q: 3 clusters Score -2018994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2018997.500000 Penalty: 4818.962891
	Iteration 57Q: 3 clusters Score -2018998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2019003.625000 Penalty: 4818.962891
	Iteration 58Q: 3 clusters Score -2019004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2019004.875000 Penalty: 4818.962891
	Iteration 59Q: 3 clusters Score -2019005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2019008.250000 Penalty: 4818.962891
	Iteration 60F: 3 clusters Score -2019008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2019008.625000 Penalty: 4818.962891
	Iteration 61Q: 3 clusters Score -2019009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2019016.500000 Penalty: 4818.962891
	Iteration 62Q: 3 clusters Score -2019016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2019025.250000 Penalty: 4818.962891
	Iteration 63Q: 3 clusters Score -2019025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2019028.875000 Penalty: 4818.962891
	Iteration 64Q: 3 clusters Score -2019029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2019040.125000 Penalty: 4818.962891
	Iteration 65Q: 3 clusters Score -2019040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2019042.750000 Penalty: 4818.962891
	Iteration 66Q: 3 clusters Score -2019043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2019042.000000 Penalty: 4818.962891
	Iteration 67Q: 3 clusters Score -2019042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2019047.750000 Penalty: 4818.962891
	Iteration 68Q: 3 clusters Score -2019048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2019050.250000 Penalty: 4818.962891
	Iteration 69Q: 3 clusters Score -2019050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2019052.375000 Penalty: 4818.962891
	Iteration 70Q: 3 clusters Score -2019052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2019056.500000 Penalty: 4818.962891
	Iteration 71Q: 3 clusters Score -2019056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2019055.750000 Penalty: 4818.962891
	Iteration 72Q: 3 clusters Score -2019056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2019054.625000 Penalty: 4818.962891
	Iteration 73Q: 3 clusters Score -2019055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2019055.125000 Penalty: 4818.962891
	Iteration 74Q: 3 clusters Score -2019055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2019057.125000 Penalty: 4818.962891
	Iteration 75Q: 3 clusters Score -2019057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2019064.375000 Penalty: 4818.962891
	Iteration 76Q: 3 clusters Score -2019064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2019064.250000 Penalty: 4818.962891
	Iteration 77Q: 3 clusters Score -2019064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2019066.750000 Penalty: 4818.962891
	Iteration 78Q: 3 clusters Score -2019067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2019067.750000 Penalty: 4818.962891
	Iteration 79Q: 3 clusters Score -2019068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2019065.250000 Penalty: 4818.962891
	Iteration 80F: 3 clusters Score -2019065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2019065.750000 Penalty: 4818.962891
	Iteration 81Q: 3 clusters Score -2019066 nChanged 18
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Mstep: Class 1 contains 10099 members 
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Mstep: Class 1 contains 10110 members 
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Mstep: Class 1 contains 10318 members 
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	Iteration 163Q: 3 clusters Score -2019376 nChanged 36
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Score: -2019509.875000 Penalty: 4818.962891
	Iteration 175Q: 3 clusters Score -2019510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2019520.875000 Penalty: 4818.962891
	Iteration 176Q: 3 clusters Score -2019521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2019526.500000 Penalty: 4818.962891
	Iteration 177Q: 3 clusters Score -2019526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2019535.250000 Penalty: 4818.962891
	Iteration 178Q: 3 clusters Score -2019535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2019542.000000 Penalty: 4818.962891
	Iteration 179Q: 3 clusters Score -2019542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2019550.750000 Penalty: 4818.962891
	Iteration 180F: 3 clusters Score -2019551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2019556.125000 Penalty: 4818.962891
	Iteration 181Q: 3 clusters Score -2019556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2019557.000000 Penalty: 4818.962891
	Iteration 182Q: 3 clusters Score -2019557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2019558.125000 Penalty: 4818.962891
	Iteration 183Q: 3 clusters Score -2019558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2019560.125000 Penalty: 4818.962891
	Iteration 184Q: 3 clusters Score -2019560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2019561.250000 Penalty: 4818.962891
	Iteration 185Q: 3 clusters Score -2019561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2019562.375000 Penalty: 4818.962891
	Iteration 186Q: 3 clusters Score -2019562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2019570.625000 Penalty: 4818.962891
	Iteration 187Q: 3 clusters Score -2019571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2019574.000000 Penalty: 4818.962891
	Iteration 188Q: 3 clusters Score -2019574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2019576.250000 Penalty: 4818.962891
	Iteration 189Q: 3 clusters Score -2019576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2019579.250000 Penalty: 4818.962891
	Iteration 190Q: 3 clusters Score -2019579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2019579.500000 Penalty: 4818.962891
	Iteration 191Q: 3 clusters Score -2019580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2019585.875000 Penalty: 4818.962891
	Iteration 192Q: 3 clusters Score -2019586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2019584.000000 Penalty: 4818.962891
	Iteration 193Q: 3 clusters Score -2019584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2019585.500000 Penalty: 4818.962891
	Iteration 194Q: 3 clusters Score -2019586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2019584.500000 Penalty: 4818.962891
	Iteration 195Q: 3 clusters Score -2019584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2019588.875000 Penalty: 4818.962891
	Iteration 196Q: 3 clusters Score -2019589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2019590.750000 Penalty: 4818.962891
	Iteration 197Q: 3 clusters Score -2019591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2019588.125000 Penalty: 4818.962891
	Iteration 198Q: 3 clusters Score -2019588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2019589.875000 Penalty: 4818.962891
	Iteration 199Q: 3 clusters Score -2019590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2019591.625000 Penalty: 4818.962891
	Iteration 200F: 3 clusters Score -2019592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2019591.500000 Penalty: 4818.962891
	Iteration 201Q: 3 clusters Score -2019592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2019591.750000 Penalty: 4818.962891
	Iteration 202Q: 3 clusters Score -2019592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2019593.375000 Penalty: 4818.962891
	Iteration 203Q: 3 clusters Score -2019593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2019592.750000 Penalty: 4818.962891
	Iteration 204Q: 3 clusters Score -2019593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2019592.375000 Penalty: 4818.962891
	Iteration 205Q: 3 clusters Score -2019592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2019594.500000 Penalty: 4818.962891
	Iteration 206Q: 3 clusters Score -2019594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2019598.250000 Penalty: 4818.962891
	Iteration 207Q: 3 clusters Score -2019598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2019598.875000 Penalty: 4818.962891
	Iteration 208Q: 3 clusters Score -2019599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2019598.375000 Penalty: 4818.962891
	Iteration 209Q: 3 clusters Score -2019598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2019599.750000 Penalty: 4818.962891
	Iteration 210Q: 3 clusters Score -2019600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2019599.875000 Penalty: 4818.962891
	Iteration 211Q: 3 clusters Score -2019600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2019600.250000 Penalty: 4818.962891
	Iteration 212Q: 3 clusters Score -2019600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2019598.625000 Penalty: 4818.962891
	Iteration 213Q: 3 clusters Score -2019599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2019598.625000 Penalty: 4818.962891
	Iteration 214F: 3 clusters Score -2019599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Entering Unmasked Estep 
Score: -6943215.500000 Penalty: 2695.371826
	Iteration 0F: 2 clusters Score -6943216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6907871.000000 Penalty: 5390.743652
	Iteration 0F: 3 clusters Score -6907871 nChanged 24267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -6921691.500000 Penalty: 5390.743652
	Iteration 1F: 3 clusters Score -6921692 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -6922710.000000 Penalty: 5390.743652
	Iteration 2Q: 3 clusters Score -6922710 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -6924192.500000 Penalty: 5390.743652
	Iteration 3F: 3 clusters Score -6924192 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6926334.000000 Penalty: 5390.743652
	Iteration 4F: 3 clusters Score -6926334 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -6929575.000000 Penalty: 5390.743652
	Iteration 5F: 3 clusters Score -6929575 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6933362.000000 Penalty: 5390.743652
	Iteration 6F: 3 clusters Score -6933362 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6936744.500000 Penalty: 5390.743652
	Iteration 7F: 3 clusters Score -6936744 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6938907.500000 Penalty: 5390.743652
	Iteration 8Q: 3 clusters Score -6938908 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6940032.000000 Penalty: 5390.743652
	Iteration 9Q: 3 clusters Score -6940032 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6940547.500000 Penalty: 5390.743652
	Iteration 10Q: 3 clusters Score -6940548 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6940814.000000 Penalty: 5390.743652
	Iteration 11Q: 3 clusters Score -6940814 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6940969.000000 Penalty: 5390.743652
	Iteration 12Q: 3 clusters Score -6940969 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6941090.000000 Penalty: 5390.743652
	Iteration 13Q: 3 clusters Score -6941090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6941146.500000 Penalty: 5390.743652
	Iteration 14Q: 3 clusters Score -6941146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6941176.500000 Penalty: 5390.743652
	Iteration 15Q: 3 clusters Score -6941176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6941226.500000 Penalty: 5390.743652
	Iteration 16Q: 3 clusters Score -6941226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6941257.500000 Penalty: 5390.743652
	Iteration 17Q: 3 clusters Score -6941258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6941276.000000 Penalty: 5390.743652
	Iteration 18Q: 3 clusters Score -6941276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6941346.500000 Penalty: 5390.743652
	Iteration 19Q: 3 clusters Score -6941346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6941402.500000 Penalty: 5390.743652
	Iteration 20F: 3 clusters Score -6941402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6941438.000000 Penalty: 5390.743652
	Iteration 21Q: 3 clusters Score -6941438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6941483.500000 Penalty: 5390.743652
	Iteration 22Q: 3 clusters Score -6941484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6941508.000000 Penalty: 5390.743652
	Iteration 23Q: 3 clusters Score -6941508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6941537.000000 Penalty: 5390.743652
	Iteration 24Q: 3 clusters Score -6941537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6941558.500000 Penalty: 5390.743652
	Iteration 25Q: 3 clusters Score -6941558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6941576.000000 Penalty: 5390.743652
	Iteration 26Q: 3 clusters Score -6941576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6941609.000000 Penalty: 5390.743652
	Iteration 27Q: 3 clusters Score -6941609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6941625.500000 Penalty: 5390.743652
	Iteration 28Q: 3 clusters Score -6941626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6941623.500000 Penalty: 5390.743652
	Iteration 29Q: 3 clusters Score -6941624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6941635.500000 Penalty: 5390.743652
	Iteration 30Q: 3 clusters Score -6941636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6941646.000000 Penalty: 5390.743652
	Iteration 31Q: 3 clusters Score -6941646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6941653.000000 Penalty: 5390.743652
	Iteration 32Q: 3 clusters Score -6941653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6941654.000000 Penalty: 5390.743652
	Iteration 33Q: 3 clusters Score -6941654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6941656.000000 Penalty: 5390.743652
	Iteration 34Q: 3 clusters Score -6941656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6941660.500000 Penalty: 5390.743652
	Iteration 35Q: 3 clusters Score -6941660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6941659.000000 Penalty: 5390.743652
	Iteration 36Q: 3 clusters Score -6941659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6941659.000000 Penalty: 5390.743652
	Iteration 37F: 3 clusters Score -6941659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Entering Unmasked Estep 
Score: -3139955.750000 Penalty: 2504.065186
	Iteration 0F: 2 clusters Score -3139956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3123094.250000 Penalty: 5008.130371
	Iteration 0F: 3 clusters Score -3123094 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3129007.250000 Penalty: 5008.130371
	Iteration 1F: 3 clusters Score -3129007 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3129440.750000 Penalty: 5008.130371
	Iteration 2F: 3 clusters Score -3129441 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3129814.250000 Penalty: 5008.130371
	Iteration 3Q: 3 clusters Score -3129814 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3130166.500000 Penalty: 5008.130371
	Iteration 4Q: 3 clusters Score -3130166 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3130543.000000 Penalty: 5008.130371
	Iteration 5Q: 3 clusters Score -3130543 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3130942.500000 Penalty: 5008.130371
	Iteration 6Q: 3 clusters Score -3130942 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3131326.750000 Penalty: 5008.130371
	Iteration 7Q: 3 clusters Score -3131327 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3131724.000000 Penalty: 5008.130371
	Iteration 8Q: 3 clusters Score -3131724 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3132052.500000 Penalty: 5008.130371
	Iteration 9Q: 3 clusters Score -3132052 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3132390.750000 Penalty: 5008.130371
	Iteration 10Q: 3 clusters Score -3132391 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3132675.000000 Penalty: 5008.130371
	Iteration 11Q: 3 clusters Score -3132675 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3132929.000000 Penalty: 5008.130371
	Iteration 12Q: 3 clusters Score -3132929 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3133126.000000 Penalty: 5008.130371
	Iteration 13Q: 3 clusters Score -3133126 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3133314.500000 Penalty: 5008.130371
	Iteration 14Q: 3 clusters Score -3133314 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3133463.500000 Penalty: 5008.130371
	Iteration 15Q: 3 clusters Score -3133464 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3133595.750000 Penalty: 5008.130371
	Iteration 16Q: 3 clusters Score -3133596 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3133718.500000 Penalty: 5008.130371
	Iteration 17Q: 3 clusters Score -3133718 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3133855.250000 Penalty: 5008.130371
	Iteration 18Q: 3 clusters Score -3133855 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3133958.500000 Penalty: 5008.130371
	Iteration 19Q: 3 clusters Score -3133958 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3134053.750000 Penalty: 5008.130371
	Iteration 20F: 3 clusters Score -3134054 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3134138.500000 Penalty: 5008.130371
	Iteration 21Q: 3 clusters Score -3134138 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3134207.750000 Penalty: 5008.130371
	Iteration 22Q: 3 clusters Score -3134208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3134264.250000 Penalty: 5008.130371
	Iteration 23Q: 3 clusters Score -3134264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3134331.500000 Penalty: 5008.130371
	Iteration 24Q: 3 clusters Score -3134332 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3134406.750000 Penalty: 5008.130371
	Iteration 25Q: 3 clusters Score -3134407 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3134473.000000 Penalty: 5008.130371
	Iteration 26Q: 3 clusters Score -3134473 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3134554.000000 Penalty: 5008.130371
	Iteration 27Q: 3 clusters Score -3134554 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3134657.750000 Penalty: 5008.130371
	Iteration 28Q: 3 clusters Score -3134658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3134748.750000 Penalty: 5008.130371
	Iteration 29Q: 3 clusters Score -3134749 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3134858.500000 Penalty: 5008.130371
	Iteration 30Q: 3 clusters Score -3134858 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3134990.250000 Penalty: 5008.130371
	Iteration 31Q: 3 clusters Score -3134990 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3135162.500000 Penalty: 5008.130371
	Iteration 32Q: 3 clusters Score -3135162 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3135330.750000 Penalty: 5008.130371
	Iteration 33Q: 3 clusters Score -3135331 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3135522.000000 Penalty: 5008.130371
	Iteration 34Q: 3 clusters Score -3135522 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3135717.750000 Penalty: 5008.130371
	Iteration 35Q: 3 clusters Score -3135718 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3135924.250000 Penalty: 5008.130371
	Iteration 36Q: 3 clusters Score -3135924 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3136137.500000 Penalty: 5008.130371
	Iteration 37Q: 3 clusters Score -3136138 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3136361.750000 Penalty: 5008.130371
	Iteration 38Q: 3 clusters Score -3136362 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3136587.750000 Penalty: 5008.130371
	Iteration 39Q: 3 clusters Score -3136588 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3136770.250000 Penalty: 5008.130371
	Iteration 40F: 3 clusters Score -3136770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3136922.500000 Penalty: 5008.130371
	Iteration 41Q: 3 clusters Score -3136922 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3137055.000000 Penalty: 5008.130371
	Iteration 42Q: 3 clusters Score -3137055 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3137191.500000 Penalty: 5008.130371
	Iteration 43Q: 3 clusters Score -3137192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3137329.750000 Penalty: 5008.130371
	Iteration 44Q: 3 clusters Score -3137330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3137440.500000 Penalty: 5008.130371
	Iteration 45Q: 3 clusters Score -3137440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3137533.750000 Penalty: 5008.130371
	Iteration 46Q: 3 clusters Score -3137534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3137605.250000 Penalty: 5008.130371
	Iteration 47Q: 3 clusters Score -3137605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3137679.000000 Penalty: 5008.130371
	Iteration 48Q: 3 clusters Score -3137679 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3137751.250000 Penalty: 5008.130371
	Iteration 49Q: 3 clusters Score -3137751 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3137813.750000 Penalty: 5008.130371
	Iteration 50Q: 3 clusters Score -3137814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3137869.500000 Penalty: 5008.130371
	Iteration 51Q: 3 clusters Score -3137870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3137903.000000 Penalty: 5008.130371
	Iteration 52Q: 3 clusters Score -3137903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3137935.000000 Penalty: 5008.130371
	Iteration 53Q: 3 clusters Score -3137935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3137955.500000 Penalty: 5008.130371
	Iteration 54Q: 3 clusters Score -3137956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3137974.750000 Penalty: 5008.130371
	Iteration 55Q: 3 clusters Score -3137975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3137988.250000 Penalty: 5008.130371
	Iteration 56Q: 3 clusters Score -3137988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3138006.500000 Penalty: 5008.130371
	Iteration 57Q: 3 clusters Score -3138006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3138008.750000 Penalty: 5008.130371
	Iteration 58Q: 3 clusters Score -3138009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3138015.500000 Penalty: 5008.130371
	Iteration 59Q: 3 clusters Score -3138016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3138019.750000 Penalty: 5008.130371
	Iteration 60F: 3 clusters Score -3138020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3138020.500000 Penalty: 5008.130371
	Iteration 61Q: 3 clusters Score -3138020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3138017.750000 Penalty: 5008.130371
	Iteration 62Q: 3 clusters Score -3138018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3138024.500000 Penalty: 5008.130371
	Iteration 63Q: 3 clusters Score -3138024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3138030.750000 Penalty: 5008.130371
	Iteration 64Q: 3 clusters Score -3138031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3138030.000000 Penalty: 5008.130371
	Iteration 65Q: 3 clusters Score -3138030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3138027.250000 Penalty: 5008.130371
	Iteration 66Q: 3 clusters Score -3138027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3138027.250000 Penalty: 5008.130371
	Iteration 67F: 3 clusters Score -3138027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Entering Unmasked Estep 
Score: -1229848.250000 Penalty: 2266.513428
	Iteration 0F: 2 clusters Score -1229848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1222629.250000 Penalty: 4533.026855
	Iteration 0F: 3 clusters Score -1222629 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1224674.875000 Penalty: 4533.026855
	Iteration 1F: 3 clusters Score -1224675 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1224957.375000 Penalty: 4533.026855
	Iteration 2F: 3 clusters Score -1224957 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1225135.125000 Penalty: 4533.026855
	Iteration 3Q: 3 clusters Score -1225135 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1225269.750000 Penalty: 4533.026855
	Iteration 4Q: 3 clusters Score -1225270 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1225372.625000 Penalty: 4533.026855
	Iteration 5Q: 3 clusters Score -1225373 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1225443.500000 Penalty: 4533.026855
	Iteration 6Q: 3 clusters Score -1225444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1225499.875000 Penalty: 4533.026855
	Iteration 7Q: 3 clusters Score -1225500 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1225545.375000 Penalty: 4533.026855
	Iteration 8Q: 3 clusters Score -1225545 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1225581.750000 Penalty: 4533.026855
	Iteration 9Q: 3 clusters Score -1225582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1225619.375000 Penalty: 4533.026855
	Iteration 10Q: 3 clusters Score -1225619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1225656.375000 Penalty: 4533.026855
	Iteration 11Q: 3 clusters Score -1225656 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1225688.000000 Penalty: 4533.026855
	Iteration 12Q: 3 clusters Score -1225688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1225721.750000 Penalty: 4533.026855
	Iteration 13Q: 3 clusters Score -1225722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1225746.625000 Penalty: 4533.026855
	Iteration 14Q: 3 clusters Score -1225747 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1225778.500000 Penalty: 4533.026855
	Iteration 15Q: 3 clusters Score -1225778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1225818.000000 Penalty: 4533.026855
	Iteration 16Q: 3 clusters Score -1225818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1225856.125000 Penalty: 4533.026855
	Iteration 17Q: 3 clusters Score -1225856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1225895.500000 Penalty: 4533.026855
	Iteration 18Q: 3 clusters Score -1225896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1225933.500000 Penalty: 4533.026855
	Iteration 19Q: 3 clusters Score -1225934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1225991.375000 Penalty: 4533.026855
	Iteration 20F: 3 clusters Score -1225991 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1226051.750000 Penalty: 4533.026855
	Iteration 21Q: 3 clusters Score -1226052 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1226116.875000 Penalty: 4533.026855
	Iteration 22Q: 3 clusters Score -1226117 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1226192.000000 Penalty: 4533.026855
	Iteration 23Q: 3 clusters Score -1226192 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1226304.500000 Penalty: 4533.026855
	Iteration 24Q: 3 clusters Score -1226304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1226416.750000 Penalty: 4533.026855
	Iteration 25Q: 3 clusters Score -1226417 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1226546.500000 Penalty: 4533.026855
	Iteration 26Q: 3 clusters Score -1226546 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1226707.250000 Penalty: 4533.026855
	Iteration 27Q: 3 clusters Score -1226707 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1226896.625000 Penalty: 4533.026855
	Iteration 28Q: 3 clusters Score -1226897 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1227126.125000 Penalty: 4533.026855
	Iteration 29Q: 3 clusters Score -1227126 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1227321.500000 Penalty: 4533.026855
	Iteration 30Q: 3 clusters Score -1227322 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1227489.750000 Penalty: 4533.026855
	Iteration 31Q: 3 clusters Score -1227490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1227585.750000 Penalty: 4533.026855
	Iteration 32Q: 3 clusters Score -1227586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1227662.125000 Penalty: 4533.026855
	Iteration 33Q: 3 clusters Score -1227662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1227712.750000 Penalty: 4533.026855
	Iteration 34Q: 3 clusters Score -1227713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1227756.375000 Penalty: 4533.026855
	Iteration 35Q: 3 clusters Score -1227756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1227801.500000 Penalty: 4533.026855
	Iteration 36Q: 3 clusters Score -1227802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1227830.750000 Penalty: 4533.026855
	Iteration 37Q: 3 clusters Score -1227831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1227855.750000 Penalty: 4533.026855
	Iteration 38Q: 3 clusters Score -1227856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1227880.625000 Penalty: 4533.026855
	Iteration 39Q: 3 clusters Score -1227881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1227894.875000 Penalty: 4533.026855
	Iteration 40F: 3 clusters Score -1227895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1227904.250000 Penalty: 4533.026855
	Iteration 41Q: 3 clusters Score -1227904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1227912.625000 Penalty: 4533.026855
	Iteration 42Q: 3 clusters Score -1227913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1227915.000000 Penalty: 4533.026855
	Iteration 43Q: 3 clusters Score -1227915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1227921.125000 Penalty: 4533.026855
	Iteration 44Q: 3 clusters Score -1227921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1227927.250000 Penalty: 4533.026855
	Iteration 45Q: 3 clusters Score -1227927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1227927.000000 Penalty: 4533.026855
	Iteration 46Q: 3 clusters Score -1227927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1227931.625000 Penalty: 4533.026855
	Iteration 47Q: 3 clusters Score -1227932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1227931.750000 Penalty: 4533.026855
	Iteration 48Q: 3 clusters Score -1227932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1227931.750000 Penalty: 4533.026855
	Iteration 49Q: 3 clusters Score -1227932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1227930.750000 Penalty: 4533.026855
	Iteration 50Q: 3 clusters Score -1227931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1227933.875000 Penalty: 4533.026855
	Iteration 51Q: 3 clusters Score -1227934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1227933.875000 Penalty: 4533.026855
	Iteration 52F: 3 clusters Score -1227934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -691232.375000 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -691232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -686325.500000 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -686325.5 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -687598.875000 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -687598.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -687904.062500 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -687904.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -688119.375000 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -688119.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -688277.187500 Penalty: 4279.408691
	Iteration 4Q: 3 clusters Score -688277.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -688427.750000 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -688427.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -688579.125000 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -688579.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -688689.875000 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -688689.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -688794.375000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -688794.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -688898.312500 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -688898.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -688978.750000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -688978.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -689053.437500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -689053.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -689121.312500 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -689121.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -689177.750000 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -689177.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -689221.937500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -689221.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -689250.250000 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -689250.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -689274.687500 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -689274.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -689294.500000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -689294.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -689309.625000 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -689309.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -689327.750000 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -689327.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -689344.625000 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -689344.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -689356.750000 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -689356.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -689370.437500 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -689370.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -689385.875000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -689385.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -689407.062500 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -689407.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -689425.312500 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -689425.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -689446.312500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -689446.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -689464.187500 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -689464.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -689482.437500 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -689482.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -689502.437500 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -689502.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -689525.125000 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -689525.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -689549.000000 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -689549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -689589.187500 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -689589.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -689626.500000 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -689626.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -689665.500000 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -689665.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -689694.750000 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -689694.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -689708.062500 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -689708.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -689718.437500 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -689718.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -689724.125000 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -689724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -689728.375000 Penalty: 4279.408691
	Iteration 39Q: 3 clusters Score -689728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -689733.000000 Penalty: 4279.408691
	Iteration 40F: 3 clusters Score -689733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -689738.937500 Penalty: 4279.408691
	Iteration 41Q: 3 clusters Score -689738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -689743.250000 Penalty: 4279.408691
	Iteration 42Q: 3 clusters Score -689743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -689745.875000 Penalty: 4279.408691
	Iteration 43Q: 3 clusters Score -689745.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -689749.187500 Penalty: 4279.408691
	Iteration 44Q: 3 clusters Score -689749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -689750.625000 Penalty: 4279.408691
	Iteration 45Q: 3 clusters Score -689750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -689754.500000 Penalty: 4279.408691
	Iteration 46Q: 3 clusters Score -689754.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -689757.750000 Penalty: 4279.408691
	Iteration 47Q: 3 clusters Score -689757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -689761.312500 Penalty: 4279.408691
	Iteration 48Q: 3 clusters Score -689761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -689762.250000 Penalty: 4279.408691
	Iteration 49Q: 3 clusters Score -689762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -689765.937500 Penalty: 4279.408691
	Iteration 50Q: 3 clusters Score -689765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -689765.875000 Penalty: 4279.408691
	Iteration 51Q: 3 clusters Score -689765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -689766.625000 Penalty: 4279.408691
	Iteration 52Q: 3 clusters Score -689766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -689769.000000 Penalty: 4279.408691
	Iteration 53Q: 3 clusters Score -689769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -689768.875000 Penalty: 4279.408691
	Iteration 54Q: 3 clusters Score -689768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -689769.750000 Penalty: 4279.408691
	Iteration 55Q: 3 clusters Score -689769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -689770.937500 Penalty: 4279.408691
	Iteration 56Q: 3 clusters Score -689770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -689771.500000 Penalty: 4279.408691
	Iteration 57Q: 3 clusters Score -689771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -689771.062500 Penalty: 4279.408691
	Iteration 58Q: 3 clusters Score -689771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -689771.062500 Penalty: 4279.408691
	Iteration 59F: 3 clusters Score -689771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -564204.750000 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -564204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -560024.562500 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -560024.6 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -561017.187500 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -561017.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -561300.937500 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -561300.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -561545.812500 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -561545.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -561747.625000 Penalty: 4165.164062
	Iteration 4F: 3 clusters Score -561747.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -561896.375000 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -561896.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -562039.375000 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -562039.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562167.750000 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -562167.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -562258.375000 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -562258.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -562320.625000 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -562320.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -562385.875000 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -562385.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -562433.062500 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -562433.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -562468.500000 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -562468.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -562495.437500 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -562495.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -562515.812500 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -562515.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -562531.937500 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -562531.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -562548.062500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -562548.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -562557.312500 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -562557.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -562567.875000 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -562567.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -562573.875000 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -562573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -562578.625000 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -562578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -562587.500000 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -562587.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -562591.750000 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -562591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -562595.062500 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -562595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -562599.187500 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -562599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -562600.812500 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -562600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -562602.062500 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -562602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -562603.375000 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -562603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -562604.375000 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -562604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -562606.687500 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -562606.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -562609.687500 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -562609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -562611.562500 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -562611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -562612.875000 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -562612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -562613.937500 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -562613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -562616.875000 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -562616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -562619.250000 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -562619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -562622.500000 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -562622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -562623.062500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -562623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -562625.500000 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -562625.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -562629.125000 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -562629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -562631.750000 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -562631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -562634.875000 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -562634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -562638.750000 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -562638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -562641.500000 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -562641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -562644.562500 Penalty: 4165.164062
	Iteration 44Q: 3 clusters Score -562644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -562646.125000 Penalty: 4165.164062
	Iteration 45Q: 3 clusters Score -562646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -562647.937500 Penalty: 4165.164062
	Iteration 46Q: 3 clusters Score -562647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -562651.125000 Penalty: 4165.164062
	Iteration 47Q: 3 clusters Score -562651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -562650.625000 Penalty: 4165.164062
	Iteration 48Q: 3 clusters Score -562650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -562652.937500 Penalty: 4165.164062
	Iteration 49Q: 3 clusters Score -562652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -562654.062500 Penalty: 4165.164062
	Iteration 50Q: 3 clusters Score -562654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -562656.812500 Penalty: 4165.164062
	Iteration 51Q: 3 clusters Score -562656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -562658.875000 Penalty: 4165.164062
	Iteration 52Q: 3 clusters Score -562658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -562661.937500 Penalty: 4165.164062
	Iteration 53Q: 3 clusters Score -562661.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -562666.375000 Penalty: 4165.164062
	Iteration 54Q: 3 clusters Score -562666.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -562670.250000 Penalty: 4165.164062
	Iteration 55Q: 3 clusters Score -562670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -562672.687500 Penalty: 4165.164062
	Iteration 56Q: 3 clusters Score -562672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -562679.500000 Penalty: 4165.164062
	Iteration 57Q: 3 clusters Score -562679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -562685.625000 Penalty: 4165.164062
	Iteration 58Q: 3 clusters Score -562685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -562690.562500 Penalty: 4165.164062
	Iteration 59Q: 3 clusters Score -562690.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -562693.875000 Penalty: 4165.164062
	Iteration 60F: 3 clusters Score -562693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -562696.875000 Penalty: 4165.164062
	Iteration 61Q: 3 clusters Score -562696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -562698.375000 Penalty: 4165.164062
	Iteration 62Q: 3 clusters Score -562698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -562700.187500 Penalty: 4165.164062
	Iteration 63Q: 3 clusters Score -562700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -562700.687500 Penalty: 4165.164062
	Iteration 64Q: 3 clusters Score -562700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -562701.625000 Penalty: 4165.164062
	Iteration 65Q: 3 clusters Score -562701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -562703.125000 Penalty: 4165.164062
	Iteration 66Q: 3 clusters Score -562703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -562704.562500 Penalty: 4165.164062
	Iteration 67Q: 3 clusters Score -562704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -562705.437500 Penalty: 4165.164062
	Iteration 68Q: 3 clusters Score -562705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -562705.750000 Penalty: 4165.164062
	Iteration 69Q: 3 clusters Score -562705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -562707.812500 Penalty: 4165.164062
	Iteration 70Q: 3 clusters Score -562707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -562708.062500 Penalty: 4165.164062
	Iteration 71Q: 3 clusters Score -562708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -562710.375000 Penalty: 4165.164062
	Iteration 72Q: 3 clusters Score -562710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -562711.812500 Penalty: 4165.164062
	Iteration 73Q: 3 clusters Score -562711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -562712.312500 Penalty: 4165.164062
	Iteration 74Q: 3 clusters Score -562712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -562714.312500 Penalty: 4165.164062
	Iteration 75Q: 3 clusters Score -562714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -562715.000000 Penalty: 4165.164062
	Iteration 76Q: 3 clusters Score -562715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -562719.562500 Penalty: 4165.164062
	Iteration 77Q: 3 clusters Score -562719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -562721.437500 Penalty: 4165.164062
	Iteration 78Q: 3 clusters Score -562721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -562725.250000 Penalty: 4165.164062
	Iteration 79Q: 3 clusters Score -562725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -562725.937500 Penalty: 4165.164062
	Iteration 80F: 3 clusters Score -562725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -562728.187500 Penalty: 4165.164062
	Iteration 81Q: 3 clusters Score -562728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -562730.812500 Penalty: 4165.164062
	Iteration 82Q: 3 clusters Score -562730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -562733.312500 Penalty: 4165.164062
	Iteration 83Q: 3 clusters Score -562733.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -562734.937500 Penalty: 4165.164062
	Iteration 84Q: 3 clusters Score -562734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -562737.375000 Penalty: 4165.164062
	Iteration 85Q: 3 clusters Score -562737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -562740.937500 Penalty: 4165.164062
	Iteration 86Q: 3 clusters Score -562740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -562744.625000 Penalty: 4165.164062
	Iteration 87Q: 3 clusters Score -562744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -562748.687500 Penalty: 4165.164062
	Iteration 88Q: 3 clusters Score -562748.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -562751.937500 Penalty: 4165.164062
	Iteration 89Q: 3 clusters Score -562751.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -562756.875000 Penalty: 4165.164062
	Iteration 90Q: 3 clusters Score -562756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -562762.000000 Penalty: 4165.164062
	Iteration 91Q: 3 clusters Score -562762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -562766.000000 Penalty: 4165.164062
	Iteration 92Q: 3 clusters Score -562766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -562769.312500 Penalty: 4165.164062
	Iteration 93Q: 3 clusters Score -562769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -562772.437500 Penalty: 4165.164062
	Iteration 94Q: 3 clusters Score -562772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -562774.562500 Penalty: 4165.164062
	Iteration 95Q: 3 clusters Score -562774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -562775.125000 Penalty: 4165.164062
	Iteration 96Q: 3 clusters Score -562775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -562776.187500 Penalty: 4165.164062
	Iteration 97Q: 3 clusters Score -562776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -562778.000000 Penalty: 4165.164062
	Iteration 98Q: 3 clusters Score -562778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -562778.937500 Penalty: 4165.164062
	Iteration 99Q: 3 clusters Score -562778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -562779.625000 Penalty: 4165.164062
	Iteration 100F: 3 clusters Score -562779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -562782.500000 Penalty: 4165.164062
	Iteration 101Q: 3 clusters Score -562782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -562782.062500 Penalty: 4165.164062
	Iteration 102Q: 3 clusters Score -562782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -562785.062500 Penalty: 4165.164062
	Iteration 103Q: 3 clusters Score -562785.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -562790.812500 Penalty: 4165.164062
	Iteration 104Q: 3 clusters Score -562790.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -562796.062500 Penalty: 4165.164062
	Iteration 105Q: 3 clusters Score -562796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -562799.812500 Penalty: 4165.164062
	Iteration 106Q: 3 clusters Score -562799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -562802.000000 Penalty: 4165.164062
	Iteration 107Q: 3 clusters Score -562802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -562805.750000 Penalty: 4165.164062
	Iteration 108Q: 3 clusters Score -562805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -562807.312500 Penalty: 4165.164062
	Iteration 109Q: 3 clusters Score -562807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -562809.187500 Penalty: 4165.164062
	Iteration 110Q: 3 clusters Score -562809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -562815.000000 Penalty: 4165.164062
	Iteration 111Q: 3 clusters Score -562815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -562815.187500 Penalty: 4165.164062
	Iteration 112Q: 3 clusters Score -562815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -562816.812500 Penalty: 4165.164062
	Iteration 113Q: 3 clusters Score -562816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -562818.437500 Penalty: 4165.164062
	Iteration 114Q: 3 clusters Score -562818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -562820.187500 Penalty: 4165.164062
	Iteration 115Q: 3 clusters Score -562820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -562822.687500 Penalty: 4165.164062
	Iteration 116Q: 3 clusters Score -562822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -562823.437500 Penalty: 4165.164062
	Iteration 117Q: 3 clusters Score -562823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -562824.875000 Penalty: 4165.164062
	Iteration 118Q: 3 clusters Score -562824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -562825.375000 Penalty: 4165.164062
	Iteration 119Q: 3 clusters Score -562825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -562826.875000 Penalty: 4165.164062
	Iteration 120F: 3 clusters Score -562826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -562827.437500 Penalty: 4165.164062
	Iteration 121Q: 3 clusters Score -562827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -562828.937500 Penalty: 4165.164062
	Iteration 122Q: 3 clusters Score -562828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -562830.125000 Penalty: 4165.164062
	Iteration 123Q: 3 clusters Score -562830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -562830.375000 Penalty: 4165.164062
	Iteration 124Q: 3 clusters Score -562830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -562834.437500 Penalty: 4165.164062
	Iteration 125Q: 3 clusters Score -562834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -562837.437500 Penalty: 4165.164062
	Iteration 126Q: 3 clusters Score -562837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -562843.437500 Penalty: 4165.164062
	Iteration 127Q: 3 clusters Score -562843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -562849.250000 Penalty: 4165.164062
	Iteration 128Q: 3 clusters Score -562849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -562855.125000 Penalty: 4165.164062
	Iteration 129Q: 3 clusters Score -562855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -562859.562500 Penalty: 4165.164062
	Iteration 130Q: 3 clusters Score -562859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -562864.687500 Penalty: 4165.164062
	Iteration 131Q: 3 clusters Score -562864.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -562869.750000 Penalty: 4165.164062
	Iteration 132Q: 3 clusters Score -562869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -562876.312500 Penalty: 4165.164062
	Iteration 133Q: 3 clusters Score -562876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -562884.187500 Penalty: 4165.164062
	Iteration 134Q: 3 clusters Score -562884.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -562893.625000 Penalty: 4165.164062
	Iteration 135Q: 3 clusters Score -562893.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -562900.125000 Penalty: 4165.164062
	Iteration 136Q: 3 clusters Score -562900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -562904.375000 Penalty: 4165.164062
	Iteration 137Q: 3 clusters Score -562904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -562907.250000 Penalty: 4165.164062
	Iteration 138Q: 3 clusters Score -562907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -562912.000000 Penalty: 4165.164062
	Iteration 139Q: 3 clusters Score -562912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -562921.812500 Penalty: 4165.164062
	Iteration 140F: 3 clusters Score -562921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -562928.437500 Penalty: 4165.164062
	Iteration 141Q: 3 clusters Score -562928.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -562933.812500 Penalty: 4165.164062
	Iteration 142Q: 3 clusters Score -562933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -562944.500000 Penalty: 4165.164062
	Iteration 143Q: 3 clusters Score -562944.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -562958.187500 Penalty: 4165.164062
	Iteration 144Q: 3 clusters Score -562958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -562971.250000 Penalty: 4165.164062
	Iteration 145Q: 3 clusters Score -562971.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -562983.750000 Penalty: 4165.164062
	Iteration 146Q: 3 clusters Score -562983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -562989.125000 Penalty: 4165.164062
	Iteration 147Q: 3 clusters Score -562989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -562993.562500 Penalty: 4165.164062
	Iteration 148Q: 3 clusters Score -562993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -562993.562500 Penalty: 4165.164062
	Iteration 149F: 3 clusters Score -562993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1325573.000000 Penalty: 2306.762207
	Iteration 0F: 2 clusters Score -1325573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1317284.250000 Penalty: 4613.524414
	Iteration 0F: 3 clusters Score -1317284 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1319882.875000 Penalty: 4613.524414
	Iteration 1F: 3 clusters Score -1319883 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1320425.500000 Penalty: 4613.524414
	Iteration 2F: 3 clusters Score -1320426 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1320956.750000 Penalty: 4613.524414
	Iteration 3F: 3 clusters Score -1320957 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1321416.000000 Penalty: 4613.524414
	Iteration 4F: 3 clusters Score -1321416 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1321767.500000 Penalty: 4613.524414
	Iteration 5F: 3 clusters Score -1321768 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1322075.250000 Penalty: 4613.524414
	Iteration 6Q: 3 clusters Score -1322075 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1322298.500000 Penalty: 4613.524414
	Iteration 7Q: 3 clusters Score -1322298 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1322530.000000 Penalty: 4613.524414
	Iteration 8Q: 3 clusters Score -1322530 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1322750.250000 Penalty: 4613.524414
	Iteration 9Q: 3 clusters Score -1322750 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1322961.125000 Penalty: 4613.524414
	Iteration 10Q: 3 clusters Score -1322961 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1323148.250000 Penalty: 4613.524414
	Iteration 11Q: 3 clusters Score -1323148 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1323310.375000 Penalty: 4613.524414
	Iteration 12Q: 3 clusters Score -1323310 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1323441.750000 Penalty: 4613.524414
	Iteration 13Q: 3 clusters Score -1323442 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1323556.750000 Penalty: 4613.524414
	Iteration 14Q: 3 clusters Score -1323557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1323665.125000 Penalty: 4613.524414
	Iteration 15Q: 3 clusters Score -1323665 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1323778.875000 Penalty: 4613.524414
	Iteration 16Q: 3 clusters Score -1323779 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1323883.000000 Penalty: 4613.524414
	Iteration 17Q: 3 clusters Score -1323883 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1324000.250000 Penalty: 4613.524414
	Iteration 18Q: 3 clusters Score -1324000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1324103.375000 Penalty: 4613.524414
	Iteration 19Q: 3 clusters Score -1324103 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1324158.750000 Penalty: 4613.524414
	Iteration 20F: 3 clusters Score -1324159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1324207.125000 Penalty: 4613.524414
	Iteration 21Q: 3 clusters Score -1324207 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1324243.375000 Penalty: 4613.524414
	Iteration 22Q: 3 clusters Score -1324243 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1324270.250000 Penalty: 4613.524414
	Iteration 23Q: 3 clusters Score -1324270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1324283.375000 Penalty: 4613.524414
	Iteration 24Q: 3 clusters Score -1324283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1324296.125000 Penalty: 4613.524414
	Iteration 25Q: 3 clusters Score -1324296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1324303.875000 Penalty: 4613.524414
	Iteration 26Q: 3 clusters Score -1324304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1324305.875000 Penalty: 4613.524414
	Iteration 27Q: 3 clusters Score -1324306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1324308.625000 Penalty: 4613.524414
	Iteration 28Q: 3 clusters Score -1324309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1324310.000000 Penalty: 4613.524414
	Iteration 29Q: 3 clusters Score -1324310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1324313.875000 Penalty: 4613.524414
	Iteration 30Q: 3 clusters Score -1324314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1324316.250000 Penalty: 4613.524414
	Iteration 31Q: 3 clusters Score -1324316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1324316.375000 Penalty: 4613.524414
	Iteration 32Q: 3 clusters Score -1324316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1324316.375000 Penalty: 4613.524414
	Iteration 33Q: 3 clusters Score -1324316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1324319.125000 Penalty: 4613.524414
	Iteration 34Q: 3 clusters Score -1324319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1324320.125000 Penalty: 4613.524414
	Iteration 35Q: 3 clusters Score -1324320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1324319.750000 Penalty: 4613.524414
	Iteration 36Q: 3 clusters Score -1324320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1324319.500000 Penalty: 4613.524414
	Iteration 37Q: 3 clusters Score -1324320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1324320.000000 Penalty: 4613.524414
	Iteration 38Q: 3 clusters Score -1324320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1324320.125000 Penalty: 4613.524414
	Iteration 39Q: 3 clusters Score -1324320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1324321.625000 Penalty: 4613.524414
	Iteration 40F: 3 clusters Score -1324322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1324323.750000 Penalty: 4613.524414
	Iteration 41Q: 3 clusters Score -1324324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1324326.500000 Penalty: 4613.524414
	Iteration 42Q: 3 clusters Score -1324326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1324330.875000 Penalty: 4613.524414
	Iteration 43Q: 3 clusters Score -1324331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1324330.875000 Penalty: 4613.524414
	Iteration 44Q: 3 clusters Score -1324331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1324334.250000 Penalty: 4613.524414
	Iteration 45Q: 3 clusters Score -1324334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1324334.250000 Penalty: 4613.524414
	Iteration 46Q: 3 clusters Score -1324334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1324333.000000 Penalty: 4613.524414
	Iteration 47Q: 3 clusters Score -1324333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1324333.250000 Penalty: 4613.524414
	Iteration 48Q: 3 clusters Score -1324333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1324334.250000 Penalty: 4613.524414
	Iteration 49Q: 3 clusters Score -1324334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1324334.500000 Penalty: 4613.524414
	Iteration 50Q: 3 clusters Score -1324334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1324333.375000 Penalty: 4613.524414
	Iteration 51Q: 3 clusters Score -1324333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1324336.250000 Penalty: 4613.524414
	Iteration 52Q: 3 clusters Score -1324336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1324336.250000 Penalty: 4613.524414
	Iteration 53F: 3 clusters Score -1324336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -3862414.750000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -3862415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3842082.000000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -3842082 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3849341.500000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -3849342 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3849797.750000 Penalty: 5105.273926
	Iteration 2Q: 3 clusters Score -3849798 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3850179.500000 Penalty: 5105.273926
	Iteration 3Q: 3 clusters Score -3850180 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3850523.000000 Penalty: 5105.273926
	Iteration 4Q: 3 clusters Score -3850523 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3850865.250000 Penalty: 5105.273926
	Iteration 5Q: 3 clusters Score -3850865 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3851272.500000 Penalty: 5105.273926
	Iteration 6Q: 3 clusters Score -3851272 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3851682.750000 Penalty: 5105.273926
	Iteration 7Q: 3 clusters Score -3851683 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3852110.750000 Penalty: 5105.273926
	Iteration 8Q: 3 clusters Score -3852111 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3852560.250000 Penalty: 5105.273926
	Iteration 9Q: 3 clusters Score -3852560 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3852970.000000 Penalty: 5105.273926
	Iteration 10Q: 3 clusters Score -3852970 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3853376.000000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -3853376 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3853806.750000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -3853807 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3854174.000000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -3854174 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3854529.750000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -3854530 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3854908.750000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -3854909 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3855298.750000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -3855299 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3855726.750000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -3855727 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3856187.250000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -3856187 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3856711.000000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -3856711 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3857278.250000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -3857278 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3857835.750000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -3857836 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3858379.500000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -3858380 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3858823.500000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -3858824 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3859209.000000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -3859209 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3859488.250000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -3859488 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3859697.500000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -3859698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3859822.000000 Penalty: 5105.273926
	Iteration 27Q: 3 clusters Score -3859822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3859896.250000 Penalty: 5105.273926
	Iteration 28Q: 3 clusters Score -3859896 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3859965.500000 Penalty: 5105.273926
	Iteration 29Q: 3 clusters Score -3859966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3860012.250000 Penalty: 5105.273926
	Iteration 30Q: 3 clusters Score -3860012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3860039.500000 Penalty: 5105.273926
	Iteration 31Q: 3 clusters Score -3860040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3860059.750000 Penalty: 5105.273926
	Iteration 32Q: 3 clusters Score -3860060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3860096.500000 Penalty: 5105.273926
	Iteration 33Q: 3 clusters Score -3860096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3860107.000000 Penalty: 5105.273926
	Iteration 34Q: 3 clusters Score -3860107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3860125.000000 Penalty: 5105.273926
	Iteration 35Q: 3 clusters Score -3860125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3860149.500000 Penalty: 5105.273926
	Iteration 36Q: 3 clusters Score -3860150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3860165.500000 Penalty: 5105.273926
	Iteration 37Q: 3 clusters Score -3860166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3860190.250000 Penalty: 5105.273926
	Iteration 38Q: 3 clusters Score -3860190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3860205.500000 Penalty: 5105.273926
	Iteration 39Q: 3 clusters Score -3860206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3860209.500000 Penalty: 5105.273926
	Iteration 40F: 3 clusters Score -3860210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3860216.000000 Penalty: 5105.273926
	Iteration 41Q: 3 clusters Score -3860216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3860222.500000 Penalty: 5105.273926
	Iteration 42Q: 3 clusters Score -3860222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3860221.750000 Penalty: 5105.273926
	Iteration 43Q: 3 clusters Score -3860222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3860222.500000 Penalty: 5105.273926
	Iteration 44Q: 3 clusters Score -3860222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3860223.500000 Penalty: 5105.273926
	Iteration 45Q: 3 clusters Score -3860224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3860227.750000 Penalty: 5105.273926
	Iteration 46Q: 3 clusters Score -3860228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3860231.000000 Penalty: 5105.273926
	Iteration 47Q: 3 clusters Score -3860231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3860234.250000 Penalty: 5105.273926
	Iteration 48Q: 3 clusters Score -3860234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3860236.750000 Penalty: 5105.273926
	Iteration 49Q: 3 clusters Score -3860237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3860237.250000 Penalty: 5105.273926
	Iteration 50Q: 3 clusters Score -3860237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -3860240.750000 Penalty: 5105.273926
	Iteration 51Q: 3 clusters Score -3860241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3860242.500000 Penalty: 5105.273926
	Iteration 52Q: 3 clusters Score -3860242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3860247.000000 Penalty: 5105.273926
	Iteration 53Q: 3 clusters Score -3860247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3860249.000000 Penalty: 5105.273926
	Iteration 54Q: 3 clusters Score -3860249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3860250.000000 Penalty: 5105.273926
	Iteration 55Q: 3 clusters Score -3860250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3860250.000000 Penalty: 5105.273926
	Iteration 56F: 3 clusters Score -3860250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Entering Unmasked Estep 
Score: -439085.375000 Penalty: 2015.596191
	Iteration 0F: 2 clusters Score -439085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -435616.406250 Penalty: 4031.192383
	Iteration 0F: 3 clusters Score -435616.4 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -436324.656250 Penalty: 4031.192383
	Iteration 1F: 3 clusters Score -436324.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -436494.000000 Penalty: 4031.192383
	Iteration 2F: 3 clusters Score -436494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -436596.343750 Penalty: 4031.192383
	Iteration 3Q: 3 clusters Score -436596.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -436655.468750 Penalty: 4031.192383
	Iteration 4Q: 3 clusters Score -436655.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -436700.750000 Penalty: 4031.192383
	Iteration 5Q: 3 clusters Score -436700.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -436739.687500 Penalty: 4031.192383
	Iteration 6Q: 3 clusters Score -436739.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -436772.281250 Penalty: 4031.192383
	Iteration 7Q: 3 clusters Score -436772.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -436794.468750 Penalty: 4031.192383
	Iteration 8Q: 3 clusters Score -436794.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -436812.656250 Penalty: 4031.192383
	Iteration 9Q: 3 clusters Score -436812.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -436826.468750 Penalty: 4031.192383
	Iteration 10Q: 3 clusters Score -436826.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -436843.312500 Penalty: 4031.192383
	Iteration 11Q: 3 clusters Score -436843.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -436861.875000 Penalty: 4031.192383
	Iteration 12Q: 3 clusters Score -436861.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -436882.000000 Penalty: 4031.192383
	Iteration 13Q: 3 clusters Score -436882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -436906.500000 Penalty: 4031.192383
	Iteration 14Q: 3 clusters Score -436906.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -436926.593750 Penalty: 4031.192383
	Iteration 15Q: 3 clusters Score -436926.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -436945.250000 Penalty: 4031.192383
	Iteration 16Q: 3 clusters Score -436945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -436960.906250 Penalty: 4031.192383
	Iteration 17Q: 3 clusters Score -436960.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -436981.000000 Penalty: 4031.192383
	Iteration 18Q: 3 clusters Score -436981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -436996.312500 Penalty: 4031.192383
	Iteration 19Q: 3 clusters Score -436996.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -437011.968750 Penalty: 4031.192383
	Iteration 20F: 3 clusters Score -437012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -437028.218750 Penalty: 4031.192383
	Iteration 21Q: 3 clusters Score -437028.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -437040.875000 Penalty: 4031.192383
	Iteration 22Q: 3 clusters Score -437040.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -437049.781250 Penalty: 4031.192383
	Iteration 23Q: 3 clusters Score -437049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -437054.875000 Penalty: 4031.192383
	Iteration 24Q: 3 clusters Score -437054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -437058.500000 Penalty: 4031.192383
	Iteration 25Q: 3 clusters Score -437058.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -437066.250000 Penalty: 4031.192383
	Iteration 26Q: 3 clusters Score -437066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -437072.593750 Penalty: 4031.192383
	Iteration 27Q: 3 clusters Score -437072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -437082.687500 Penalty: 4031.192383
	Iteration 28Q: 3 clusters Score -437082.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -437096.656250 Penalty: 4031.192383
	Iteration 29Q: 3 clusters Score -437096.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -437111.937500 Penalty: 4031.192383
	Iteration 30Q: 3 clusters Score -437111.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -437132.500000 Penalty: 4031.192383
	Iteration 31Q: 3 clusters Score -437132.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -437146.625000 Penalty: 4031.192383
	Iteration 32Q: 3 clusters Score -437146.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -437158.468750 Penalty: 4031.192383
	Iteration 33Q: 3 clusters Score -437158.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -437170.062500 Penalty: 4031.192383
	Iteration 34Q: 3 clusters Score -437170.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -437185.625000 Penalty: 4031.192383
	Iteration 35Q: 3 clusters Score -437185.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -437198.750000 Penalty: 4031.192383
	Iteration 36Q: 3 clusters Score -437198.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -437210.843750 Penalty: 4031.192383
	Iteration 37Q: 3 clusters Score -437210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -437220.906250 Penalty: 4031.192383
	Iteration 38Q: 3 clusters Score -437220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -437230.406250 Penalty: 4031.192383
	Iteration 39Q: 3 clusters Score -437230.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -437242.687500 Penalty: 4031.192383
	Iteration 40F: 3 clusters Score -437242.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -437249.906250 Penalty: 4031.192383
	Iteration 41Q: 3 clusters Score -437249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -437255.968750 Penalty: 4031.192383
	Iteration 42Q: 3 clusters Score -437256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -437260.531250 Penalty: 4031.192383
	Iteration 43Q: 3 clusters Score -437260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -437266.125000 Penalty: 4031.192383
	Iteration 44Q: 3 clusters Score -437266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -437270.687500 Penalty: 4031.192383
	Iteration 45Q: 3 clusters Score -437270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -437277.031250 Penalty: 4031.192383
	Iteration 46Q: 3 clusters Score -437277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -437281.937500 Penalty: 4031.192383
	Iteration 47Q: 3 clusters Score -437281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -437286.906250 Penalty: 4031.192383
	Iteration 48Q: 3 clusters Score -437286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -437295.250000 Penalty: 4031.192383
	Iteration 49Q: 3 clusters Score -437295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -437299.562500 Penalty: 4031.192383
	Iteration 50Q: 3 clusters Score -437299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -437300.937500 Penalty: 4031.192383
	Iteration 51Q: 3 clusters Score -437300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -437301.718750 Penalty: 4031.192383
	Iteration 52Q: 3 clusters Score -437301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -437301.718750 Penalty: 4031.192383
	Iteration 53F: 3 clusters Score -437301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Entering Unmasked Estep 
Score: -6368899.000000 Penalty: 2679.652344
	Iteration 0F: 2 clusters Score -6368899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -6335679.000000 Penalty: 5359.304688
	Iteration 0F: 3 clusters Score -6335679 nChanged 22798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6348724.500000 Penalty: 5359.304688
	Iteration 1F: 3 clusters Score -6348724 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -6350236.500000 Penalty: 5359.304688
	Iteration 2F: 3 clusters Score -6350236 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -6352512.500000 Penalty: 5359.304688
	Iteration 3F: 3 clusters Score -6352512 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -6355354.500000 Penalty: 5359.304688
	Iteration 4F: 3 clusters Score -6355354 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6358001.500000 Penalty: 5359.304688
	Iteration 5F: 3 clusters Score -6358002 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -6359718.500000 Penalty: 5359.304688
	Iteration 6F: 3 clusters Score -6359718 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -6360776.000000 Penalty: 5359.304688
	Iteration 7Q: 3 clusters Score -6360776 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -6361478.500000 Penalty: 5359.304688
	Iteration 8Q: 3 clusters Score -6361478 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -6361991.500000 Penalty: 5359.304688
	Iteration 9Q: 3 clusters Score -6361992 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -6362516.000000 Penalty: 5359.304688
	Iteration 10Q: 3 clusters Score -6362516 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -6363056.500000 Penalty: 5359.304688
	Iteration 11Q: 3 clusters Score -6363056 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -6363589.500000 Penalty: 5359.304688
	Iteration 12Q: 3 clusters Score -6363590 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -6364202.500000 Penalty: 5359.304688
	Iteration 13Q: 3 clusters Score -6364202 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -6364769.000000 Penalty: 5359.304688
	Iteration 14Q: 3 clusters Score -6364769 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6365328.000000 Penalty: 5359.304688
	Iteration 15Q: 3 clusters Score -6365328 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -6365880.000000 Penalty: 5359.304688
	Iteration 16Q: 3 clusters Score -6365880 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6366298.500000 Penalty: 5359.304688
	Iteration 17Q: 3 clusters Score -6366298 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -6366625.500000 Penalty: 5359.304688
	Iteration 18Q: 3 clusters Score -6366626 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -6366829.500000 Penalty: 5359.304688
	Iteration 19Q: 3 clusters Score -6366830 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6366977.000000 Penalty: 5359.304688
	Iteration 20F: 3 clusters Score -6366977 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6367131.500000 Penalty: 5359.304688
	Iteration 21Q: 3 clusters Score -6367132 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -6367221.500000 Penalty: 5359.304688
	Iteration 22Q: 3 clusters Score -6367222 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -6367248.500000 Penalty: 5359.304688
	Iteration 23Q: 3 clusters Score -6367248 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6367298.500000 Penalty: 5359.304688
	Iteration 24Q: 3 clusters Score -6367298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6367306.500000 Penalty: 5359.304688
	Iteration 25Q: 3 clusters Score -6367306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6367365.000000 Penalty: 5359.304688
	Iteration 26Q: 3 clusters Score -6367365 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -6367373.000000 Penalty: 5359.304688
	Iteration 27Q: 3 clusters Score -6367373 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -6367412.000000 Penalty: 5359.304688
	Iteration 28Q: 3 clusters Score -6367412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6367418.000000 Penalty: 5359.304688
	Iteration 29Q: 3 clusters Score -6367418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6367452.000000 Penalty: 5359.304688
	Iteration 30Q: 3 clusters Score -6367452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6367448.500000 Penalty: 5359.304688
	Iteration 31Q: 3 clusters Score -6367448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -6367453.500000 Penalty: 5359.304688
	Iteration 32Q: 3 clusters Score -6367454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6367454.500000 Penalty: 5359.304688
	Iteration 33Q: 3 clusters Score -6367454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6367471.500000 Penalty: 5359.304688
	Iteration 34Q: 3 clusters Score -6367472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6367475.500000 Penalty: 5359.304688
	Iteration 35Q: 3 clusters Score -6367476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6367484.500000 Penalty: 5359.304688
	Iteration 36Q: 3 clusters Score -6367484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6367492.000000 Penalty: 5359.304688
	Iteration 37Q: 3 clusters Score -6367492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -6367509.500000 Penalty: 5359.304688
	Iteration 38Q: 3 clusters Score -6367510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6367507.000000 Penalty: 5359.304688
	Iteration 39Q: 3 clusters Score -6367507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6367520.000000 Penalty: 5359.304688
	Iteration 40F: 3 clusters Score -6367520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6367544.000000 Penalty: 5359.304688
	Iteration 41Q: 3 clusters Score -6367544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6367545.000000 Penalty: 5359.304688
	Iteration 42Q: 3 clusters Score -6367545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6367545.000000 Penalty: 5359.304688
	Iteration 43Q: 3 clusters Score -6367545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6367554.000000 Penalty: 5359.304688
	Iteration 44Q: 3 clusters Score -6367554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6367563.000000 Penalty: 5359.304688
	Iteration 45Q: 3 clusters Score -6367563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6367559.500000 Penalty: 5359.304688
	Iteration 46Q: 3 clusters Score -6367560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6367567.500000 Penalty: 5359.304688
	Iteration 47Q: 3 clusters Score -6367568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6367564.500000 Penalty: 5359.304688
	Iteration 48Q: 3 clusters Score -6367564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6367580.500000 Penalty: 5359.304688
	Iteration 49Q: 3 clusters Score -6367580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6367578.000000 Penalty: 5359.304688
	Iteration 50Q: 3 clusters Score -6367578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6367583.000000 Penalty: 5359.304688
	Iteration 51Q: 3 clusters Score -6367583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6367580.500000 Penalty: 5359.304688
	Iteration 52Q: 3 clusters Score -6367580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6367596.000000 Penalty: 5359.304688
	Iteration 53Q: 3 clusters Score -6367596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -6367590.000000 Penalty: 5359.304688
	Iteration 54Q: 3 clusters Score -6367590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6367583.500000 Penalty: 5359.304688
	Iteration 55Q: 3 clusters Score -6367584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6367591.000000 Penalty: 5359.304688
	Iteration 56Q: 3 clusters Score -6367591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6367582.500000 Penalty: 5359.304688
	Iteration 57Q: 3 clusters Score -6367582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6367575.000000 Penalty: 5359.304688
	Iteration 58Q: 3 clusters Score -6367575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6367577.500000 Penalty: 5359.304688
	Iteration 59Q: 3 clusters Score -6367578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6367598.500000 Penalty: 5359.304688
	Iteration 60F: 3 clusters Score -6367598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6367605.000000 Penalty: 5359.304688
	Iteration 61Q: 3 clusters Score -6367605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -6367620.500000 Penalty: 5359.304688
	Iteration 62Q: 3 clusters Score -6367620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6367613.500000 Penalty: 5359.304688
	Iteration 63Q: 3 clusters Score -6367614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6367622.000000 Penalty: 5359.304688
	Iteration 64Q: 3 clusters Score -6367622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6367622.000000 Penalty: 5359.304688
	Iteration 65Q: 3 clusters Score -6367622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6367626.000000 Penalty: 5359.304688
	Iteration 66Q: 3 clusters Score -6367626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6367633.000000 Penalty: 5359.304688
	Iteration 67Q: 3 clusters Score -6367633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6367639.000000 Penalty: 5359.304688
	Iteration 68Q: 3 clusters Score -6367639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6367649.000000 Penalty: 5359.304688
	Iteration 69Q: 3 clusters Score -6367649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6367657.500000 Penalty: 5359.304688
	Iteration 70Q: 3 clusters Score -6367658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -6367656.000000 Penalty: 5359.304688
	Iteration 71Q: 3 clusters Score -6367656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6367672.000000 Penalty: 5359.304688
	Iteration 72Q: 3 clusters Score -6367672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6367675.000000 Penalty: 5359.304688
	Iteration 73Q: 3 clusters Score -6367675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6367662.500000 Penalty: 5359.304688
	Iteration 74Q: 3 clusters Score -6367662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6367677.500000 Penalty: 5359.304688
	Iteration 75Q: 3 clusters Score -6367678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6367691.000000 Penalty: 5359.304688
	Iteration 76Q: 3 clusters Score -6367691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6367692.000000 Penalty: 5359.304688
	Iteration 77Q: 3 clusters Score -6367692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6367695.500000 Penalty: 5359.304688
	Iteration 78Q: 3 clusters Score -6367696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6367699.000000 Penalty: 5359.304688
	Iteration 79Q: 3 clusters Score -6367699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6367718.000000 Penalty: 5359.304688
	Iteration 80F: 3 clusters Score -6367718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6367724.500000 Penalty: 5359.304688
	Iteration 81Q: 3 clusters Score -6367724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6367725.000000 Penalty: 5359.304688
	Iteration 82Q: 3 clusters Score -6367725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6367736.000000 Penalty: 5359.304688
	Iteration 83Q: 3 clusters Score -6367736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6367742.000000 Penalty: 5359.304688
	Iteration 84Q: 3 clusters Score -6367742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6367735.000000 Penalty: 5359.304688
	Iteration 85Q: 3 clusters Score -6367735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6367728.500000 Penalty: 5359.304688
	Iteration 86Q: 3 clusters Score -6367728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6367726.500000 Penalty: 5359.304688
	Iteration 87Q: 3 clusters Score -6367726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6367738.000000 Penalty: 5359.304688
	Iteration 88Q: 3 clusters Score -6367738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6367733.000000 Penalty: 5359.304688
	Iteration 89Q: 3 clusters Score -6367733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6367738.000000 Penalty: 5359.304688
	Iteration 90Q: 3 clusters Score -6367738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6367734.500000 Penalty: 5359.304688
	Iteration 91Q: 3 clusters Score -6367734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6367739.500000 Penalty: 5359.304688
	Iteration 92Q: 3 clusters Score -6367740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6367739.500000 Penalty: 5359.304688
	Iteration 93Q: 3 clusters Score -6367740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6367735.000000 Penalty: 5359.304688
	Iteration 94Q: 3 clusters Score -6367735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6367737.500000 Penalty: 5359.304688
	Iteration 95Q: 3 clusters Score -6367738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6367732.000000 Penalty: 5359.304688
	Iteration 96Q: 3 clusters Score -6367732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6367728.000000 Penalty: 5359.304688
	Iteration 97Q: 3 clusters Score -6367728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6367727.500000 Penalty: 5359.304688
	Iteration 98Q: 3 clusters Score -6367728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6367733.000000 Penalty: 5359.304688
	Iteration 99Q: 3 clusters Score -6367733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6367735.500000 Penalty: 5359.304688
	Iteration 100F: 3 clusters Score -6367736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6367732.500000 Penalty: 5359.304688
	Iteration 101Q: 3 clusters Score -6367732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6367738.500000 Penalty: 5359.304688
	Iteration 102Q: 3 clusters Score -6367738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6367744.000000 Penalty: 5359.304688
	Iteration 103Q: 3 clusters Score -6367744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6367741.500000 Penalty: 5359.304688
	Iteration 104Q: 3 clusters Score -6367742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6367732.500000 Penalty: 5359.304688
	Iteration 105Q: 3 clusters Score -6367732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6367728.000000 Penalty: 5359.304688
	Iteration 106Q: 3 clusters Score -6367728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6367733.500000 Penalty: 5359.304688
	Iteration 107Q: 3 clusters Score -6367734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6367739.000000 Penalty: 5359.304688
	Iteration 108Q: 3 clusters Score -6367739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6367731.500000 Penalty: 5359.304688
	Iteration 109Q: 3 clusters Score -6367732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6367734.000000 Penalty: 5359.304688
	Iteration 110Q: 3 clusters Score -6367734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6367737.000000 Penalty: 5359.304688
	Iteration 111Q: 3 clusters Score -6367737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6367739.500000 Penalty: 5359.304688
	Iteration 112Q: 3 clusters Score -6367740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6367734.500000 Penalty: 5359.304688
	Iteration 113Q: 3 clusters Score -6367734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6367740.000000 Penalty: 5359.304688
	Iteration 114Q: 3 clusters Score -6367740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6367740.000000 Penalty: 5359.304688
	Iteration 115Q: 3 clusters Score -6367740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6367738.000000 Penalty: 5359.304688
	Iteration 116Q: 3 clusters Score -6367738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6367725.500000 Penalty: 5359.304688
	Iteration 117Q: 3 clusters Score -6367726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6367731.500000 Penalty: 5359.304688
	Iteration 118Q: 3 clusters Score -6367732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6367738.000000 Penalty: 5359.304688
	Iteration 119Q: 3 clusters Score -6367738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6367740.500000 Penalty: 5359.304688
	Iteration 120F: 3 clusters Score -6367740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6367738.000000 Penalty: 5359.304688
	Iteration 121Q: 3 clusters Score -6367738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6367735.000000 Penalty: 5359.304688
	Iteration 122Q: 3 clusters Score -6367735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6367735.000000 Penalty: 5359.304688
	Iteration 123F: 3 clusters Score -6367735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -671929.687500 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -671929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -667263.000000 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -667263 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -668461.937500 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -668461.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -668808.437500 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -668808.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -669190.750000 Penalty: 4249.388672
	Iteration 3F: 3 clusters Score -669190.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -669586.875000 Penalty: 4249.388672
	Iteration 4F: 3 clusters Score -669586.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -669961.187500 Penalty: 4249.388672
	Iteration 5F: 3 clusters Score -669961.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -670276.375000 Penalty: 4249.388672
	Iteration 6F: 3 clusters Score -670276.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -670492.375000 Penalty: 4249.388672
	Iteration 7F: 3 clusters Score -670492.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -670601.500000 Penalty: 4249.388672
	Iteration 8Q: 3 clusters Score -670601.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -670655.437500 Penalty: 4249.388672
	Iteration 9Q: 3 clusters Score -670655.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -670680.875000 Penalty: 4249.388672
	Iteration 10Q: 3 clusters Score -670680.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -670692.875000 Penalty: 4249.388672
	Iteration 11Q: 3 clusters Score -670692.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -670702.187500 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -670702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -670707.875000 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -670707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -670709.812500 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -670709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -670711.937500 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -670711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -670712.500000 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -670712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -670715.312500 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -670715.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -670719.125000 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -670719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -670718.437500 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -670718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -670717.000000 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -670717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -885296.000000 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -885296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -879569.125000 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -879569.1 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -881198.500000 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -881198.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -881562.937500 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -881562.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -881839.437500 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -881839.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -882085.687500 Penalty: 4394.103516
	Iteration 4F: 3 clusters Score -882085.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -882336.750000 Penalty: 4394.103516
	Iteration 5Q: 3 clusters Score -882336.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -882583.375000 Penalty: 4394.103516
	Iteration 6F: 3 clusters Score -882583.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -882823.000000 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -882823 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -883017.312500 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -883017.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -883162.187500 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -883162.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -883254.625000 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -883254.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -883320.250000 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -883320.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -883367.625000 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -883367.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -883398.500000 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -883398.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -883421.625000 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -883421.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -883436.312500 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -883436.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -883453.750000 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -883453.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -883469.062500 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -883469.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -883480.812500 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -883480.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -883488.687500 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -883488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -883493.500000 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -883493.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -883499.562500 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -883499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -883504.125000 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -883504.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -883506.125000 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -883506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -883509.500000 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -883509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -883512.000000 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -883512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -883512.437500 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -883512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -883515.000000 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -883515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -883514.562500 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -883514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -883517.625000 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -883517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -883519.375000 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -883519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -883519.687500 Penalty: 4394.103516
	Iteration 31Q: 3 clusters Score -883519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -883521.562500 Penalty: 4394.103516
	Iteration 32Q: 3 clusters Score -883521.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -883521.875000 Penalty: 4394.103516
	Iteration 33Q: 3 clusters Score -883521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -883526.187500 Penalty: 4394.103516
	Iteration 34Q: 3 clusters Score -883526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -883528.312500 Penalty: 4394.103516
	Iteration 35Q: 3 clusters Score -883528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -883529.750000 Penalty: 4394.103516
	Iteration 36Q: 3 clusters Score -883529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -883533.625000 Penalty: 4394.103516
	Iteration 37Q: 3 clusters Score -883533.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -883535.625000 Penalty: 4394.103516
	Iteration 38Q: 3 clusters Score -883535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -883540.312500 Penalty: 4394.103516
	Iteration 39Q: 3 clusters Score -883540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -883545.875000 Penalty: 4394.103516
	Iteration 40F: 3 clusters Score -883545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -883551.500000 Penalty: 4394.103516
	Iteration 41Q: 3 clusters Score -883551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -883550.750000 Penalty: 4394.103516
	Iteration 42Q: 3 clusters Score -883550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -883552.250000 Penalty: 4394.103516
	Iteration 43Q: 3 clusters Score -883552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -883554.625000 Penalty: 4394.103516
	Iteration 44Q: 3 clusters Score -883554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -883553.750000 Penalty: 4394.103516
	Iteration 45Q: 3 clusters Score -883553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -883554.750000 Penalty: 4394.103516
	Iteration 46Q: 3 clusters Score -883554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -883555.687500 Penalty: 4394.103516
	Iteration 47Q: 3 clusters Score -883555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -883555.687500 Penalty: 4394.103516
	Iteration 48F: 3 clusters Score -883555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -535890.125000 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -535890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -531652.062500 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -531652.1 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -532914.500000 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -532914.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -533368.000000 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -533368 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -533666.875000 Penalty: 4184.570312
	Iteration 3F: 3 clusters Score -533666.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -533854.937500 Penalty: 4184.570312
	Iteration 4F: 3 clusters Score -533854.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -533989.937500 Penalty: 4184.570312
	Iteration 5Q: 3 clusters Score -533989.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -534099.437500 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -534099.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -534214.937500 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -534214.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -534304.937500 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -534304.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -534378.125000 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -534378.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -534455.000000 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -534455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -534570.562500 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -534570.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -534719.625000 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -534719.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -534874.375000 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -534874.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -535026.625000 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -535026.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -535158.812500 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -535158.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -535248.062500 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -535248.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -535332.687500 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -535332.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535413.187500 Penalty: 4184.570312
	Iteration 18Q: 3 clusters Score -535413.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -535475.312500 Penalty: 4184.570312
	Iteration 19Q: 3 clusters Score -535475.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -535542.500000 Penalty: 4184.570312
	Iteration 20F: 3 clusters Score -535542.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -535616.687500 Penalty: 4184.570312
	Iteration 21Q: 3 clusters Score -535616.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -535690.187500 Penalty: 4184.570312
	Iteration 22Q: 3 clusters Score -535690.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -535753.125000 Penalty: 4184.570312
	Iteration 23Q: 3 clusters Score -535753.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -535801.187500 Penalty: 4184.570312
	Iteration 24Q: 3 clusters Score -535801.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -535855.875000 Penalty: 4184.570312
	Iteration 25Q: 3 clusters Score -535855.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -535888.375000 Penalty: 4184.570312
	Iteration 26Q: 3 clusters Score -535888.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -535905.000000 Penalty: 4184.570312
	Iteration 27Q: 3 clusters Score -535905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -535913.000000 Penalty: 4184.570312
	Iteration 28Q: 3 clusters Score -535913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -535918.750000 Penalty: 4184.570312
	Iteration 29Q: 3 clusters Score -535918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -535926.937500 Penalty: 4184.570312
	Iteration 30Q: 3 clusters Score -535926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -535933.437500 Penalty: 4184.570312
	Iteration 31Q: 3 clusters Score -535933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -535937.437500 Penalty: 4184.570312
	Iteration 32Q: 3 clusters Score -535937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -535939.250000 Penalty: 4184.570312
	Iteration 33Q: 3 clusters Score -535939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -535943.625000 Penalty: 4184.570312
	Iteration 34Q: 3 clusters Score -535943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -535947.562500 Penalty: 4184.570312
	Iteration 35Q: 3 clusters Score -535947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -535954.375000 Penalty: 4184.570312
	Iteration 36Q: 3 clusters Score -535954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -535963.062500 Penalty: 4184.570312
	Iteration 37Q: 3 clusters Score -535963.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -535967.687500 Penalty: 4184.570312
	Iteration 38Q: 3 clusters Score -535967.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -535973.062500 Penalty: 4184.570312
	Iteration 39Q: 3 clusters Score -535973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -535975.562500 Penalty: 4184.570312
	Iteration 40F: 3 clusters Score -535975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -535976.625000 Penalty: 4184.570312
	Iteration 41Q: 3 clusters Score -535976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -535976.625000 Penalty: 4184.570312
	Iteration 42Q: 3 clusters Score -535976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -535977.250000 Penalty: 4184.570312
	Iteration 43Q: 3 clusters Score -535977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -535977.812500 Penalty: 4184.570312
	Iteration 44Q: 3 clusters Score -535977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -535977.812500 Penalty: 4184.570312
	Iteration 45F: 3 clusters Score -535977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Mstep: Class 42 contains 2255 members 
Entering Unmasked Estep 
Score: -111267016.000000 Penalty: 142600.890625
Splitting cluster 20 changes total score from -111268072.000000 to -111267016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -961245.687500 Penalty: 2209.958984
	Iteration 0F: 2 clusters Score -961245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -955209.812500 Penalty: 4419.917969
	Iteration 0F: 3 clusters Score -955209.8 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -956805.187500 Penalty: 4419.917969
	Iteration 1F: 3 clusters Score -956805.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -957126.062500 Penalty: 4419.917969
	Iteration 2F: 3 clusters Score -957126.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -957339.437500 Penalty: 4419.917969
	Iteration 3F: 3 clusters Score -957339.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -957510.687500 Penalty: 4419.917969
	Iteration 4Q: 3 clusters Score -957510.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -957654.625000 Penalty: 4419.917969
	Iteration 5Q: 3 clusters Score -957654.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -957757.437500 Penalty: 4419.917969
	Iteration 6Q: 3 clusters Score -957757.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -957837.562500 Penalty: 4419.917969
	Iteration 7Q: 3 clusters Score -957837.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -957918.875000 Penalty: 4419.917969
	Iteration 8Q: 3 clusters Score -957918.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -958000.875000 Penalty: 4419.917969
	Iteration 9Q: 3 clusters Score -958000.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -958094.687500 Penalty: 4419.917969
	Iteration 10Q: 3 clusters Score -958094.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -958197.937500 Penalty: 4419.917969
	Iteration 11Q: 3 clusters Score -958197.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -958294.125000 Penalty: 4419.917969
	Iteration 12Q: 3 clusters Score -958294.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -958374.437500 Penalty: 4419.917969
	Iteration 13Q: 3 clusters Score -958374.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -958450.812500 Penalty: 4419.917969
	Iteration 14Q: 3 clusters Score -958450.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -958543.062500 Penalty: 4419.917969
	Iteration 15Q: 3 clusters Score -958543.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -958635.687500 Penalty: 4419.917969
	Iteration 16Q: 3 clusters Score -958635.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -958757.125000 Penalty: 4419.917969
	Iteration 17Q: 3 clusters Score -958757.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -958921.312500 Penalty: 4419.917969
	Iteration 18Q: 3 clusters Score -958921.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -959142.312500 Penalty: 4419.917969
	Iteration 19Q: 3 clusters Score -959142.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -959334.000000 Penalty: 4419.917969
	Iteration 20F: 3 clusters Score -959334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -959437.062500 Penalty: 4419.917969
	Iteration 21Q: 3 clusters Score -959437.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -959503.125000 Penalty: 4419.917969
	Iteration 22Q: 3 clusters Score -959503.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -959539.562500 Penalty: 4419.917969
	Iteration 23Q: 3 clusters Score -959539.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -959558.312500 Penalty: 4419.917969
	Iteration 24Q: 3 clusters Score -959558.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -959577.812500 Penalty: 4419.917969
	Iteration 25Q: 3 clusters Score -959577.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -959585.250000 Penalty: 4419.917969
	Iteration 26Q: 3 clusters Score -959585.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -959588.875000 Penalty: 4419.917969
	Iteration 27Q: 3 clusters Score -959588.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -959594.000000 Penalty: 4419.917969
	Iteration 28Q: 3 clusters Score -959594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -959595.500000 Penalty: 4419.917969
	Iteration 29Q: 3 clusters Score -959595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -959600.500000 Penalty: 4419.917969
	Iteration 30Q: 3 clusters Score -959600.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -959604.687500 Penalty: 4419.917969
	Iteration 31Q: 3 clusters Score -959604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -959606.937500 Penalty: 4419.917969
	Iteration 32Q: 3 clusters Score -959606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -959608.062500 Penalty: 4419.917969
	Iteration 33Q: 3 clusters Score -959608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -959608.687500 Penalty: 4419.917969
	Iteration 34Q: 3 clusters Score -959608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -959608.062500 Penalty: 4419.917969
	Iteration 35Q: 3 clusters Score -959608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -959608.062500 Penalty: 4419.917969
	Iteration 36F: 3 clusters Score -959608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -93758.406250 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -93758.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92045.046875 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -92045.05 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92611.148438 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -92611.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93050.695312 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -93050.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -93517.187500 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -93517.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -93723.234375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -93723.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93982.906250 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -93982.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -94268.281250 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -94268.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94621.414062 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -94621.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94644.328125 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -94644.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -94659.390625 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -94659.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94672.976562 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -94672.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94677.812500 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -94677.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94682.796875 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -94682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94705.023438 Penalty: 3327.209717
	Iteration 13F: 3 clusters Score -94705.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94754.140625 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -94754.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94755.953125 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -94755.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94755.953125 Penalty: 3327.209717
	Iteration 16F: 3 clusters Score -94755.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Mstep: Class 42 contains 527 members 
Entering Unmasked Estep 
Score: -111267224.000000 Penalty: 142600.890625
Splitting cluster 22 changes total score from -111268072.000000 to -111267224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -1810736.000000 Penalty: 2382.193848
	Iteration 0F: 2 clusters Score -1810736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1800072.625000 Penalty: 4764.387695
	Iteration 0F: 3 clusters Score -1800073 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1803654.625000 Penalty: 4764.387695
	Iteration 1F: 3 clusters Score -1803655 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1804412.125000 Penalty: 4764.387695
	Iteration 2F: 3 clusters Score -1804412 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1805255.000000 Penalty: 4764.387695
	Iteration 3F: 3 clusters Score -1805255 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1806080.125000 Penalty: 4764.387695
	Iteration 4F: 3 clusters Score -1806080 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1806835.250000 Penalty: 4764.387695
	Iteration 5F: 3 clusters Score -1806835 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1807362.000000 Penalty: 4764.387695
	Iteration 6F: 3 clusters Score -1807362 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1807699.625000 Penalty: 4764.387695
	Iteration 7Q: 3 clusters Score -1807700 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1807928.375000 Penalty: 4764.387695
	Iteration 8Q: 3 clusters Score -1807928 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1808097.625000 Penalty: 4764.387695
	Iteration 9Q: 3 clusters Score -1808098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1808247.625000 Penalty: 4764.387695
	Iteration 10Q: 3 clusters Score -1808248 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1808377.500000 Penalty: 4764.387695
	Iteration 11Q: 3 clusters Score -1808378 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1808490.750000 Penalty: 4764.387695
	Iteration 12Q: 3 clusters Score -1808491 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1808597.500000 Penalty: 4764.387695
	Iteration 13Q: 3 clusters Score -1808598 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1808678.250000 Penalty: 4764.387695
	Iteration 14Q: 3 clusters Score -1808678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1808746.000000 Penalty: 4764.387695
	Iteration 15Q: 3 clusters Score -1808746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1808800.875000 Penalty: 4764.387695
	Iteration 16Q: 3 clusters Score -1808801 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1808842.500000 Penalty: 4764.387695
	Iteration 17Q: 3 clusters Score -1808842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1808888.750000 Penalty: 4764.387695
	Iteration 18Q: 3 clusters Score -1808889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1808929.125000 Penalty: 4764.387695
	Iteration 19Q: 3 clusters Score -1808929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1808959.500000 Penalty: 4764.387695
	Iteration 20F: 3 clusters Score -1808960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1808978.500000 Penalty: 4764.387695
	Iteration 21Q: 3 clusters Score -1808978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1808995.500000 Penalty: 4764.387695
	Iteration 22Q: 3 clusters Score -1808996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1809017.000000 Penalty: 4764.387695
	Iteration 23Q: 3 clusters Score -1809017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1809031.500000 Penalty: 4764.387695
	Iteration 24Q: 3 clusters Score -1809032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1809048.000000 Penalty: 4764.387695
	Iteration 25Q: 3 clusters Score -1809048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1809058.000000 Penalty: 4764.387695
	Iteration 26Q: 3 clusters Score -1809058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1809065.625000 Penalty: 4764.387695
	Iteration 27Q: 3 clusters Score -1809066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1809079.500000 Penalty: 4764.387695
	Iteration 28Q: 3 clusters Score -1809080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1809082.375000 Penalty: 4764.387695
	Iteration 29Q: 3 clusters Score -1809082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1809091.500000 Penalty: 4764.387695
	Iteration 30Q: 3 clusters Score -1809092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1809089.500000 Penalty: 4764.387695
	Iteration 31Q: 3 clusters Score -1809090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1809091.000000 Penalty: 4764.387695
	Iteration 32Q: 3 clusters Score -1809091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1809094.625000 Penalty: 4764.387695
	Iteration 33Q: 3 clusters Score -1809095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1809095.000000 Penalty: 4764.387695
	Iteration 34Q: 3 clusters Score -1809095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1809100.375000 Penalty: 4764.387695
	Iteration 35Q: 3 clusters Score -1809100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1809103.500000 Penalty: 4764.387695
	Iteration 36Q: 3 clusters Score -1809104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1809103.500000 Penalty: 4764.387695
	Iteration 37Q: 3 clusters Score -1809104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1809108.375000 Penalty: 4764.387695
	Iteration 38Q: 3 clusters Score -1809108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1809102.250000 Penalty: 4764.387695
	Iteration 39Q: 3 clusters Score -1809102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1809104.750000 Penalty: 4764.387695
	Iteration 40F: 3 clusters Score -1809105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1809108.500000 Penalty: 4764.387695
	Iteration 41Q: 3 clusters Score -1809108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1809113.125000 Penalty: 4764.387695
	Iteration 42Q: 3 clusters Score -1809113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1809111.000000 Penalty: 4764.387695
	Iteration 43Q: 3 clusters Score -1809111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1809112.375000 Penalty: 4764.387695
	Iteration 44Q: 3 clusters Score -1809112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1809111.125000 Penalty: 4764.387695
	Iteration 45Q: 3 clusters Score -1809111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1809111.750000 Penalty: 4764.387695
	Iteration 46Q: 3 clusters Score -1809112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1809111.750000 Penalty: 4764.387695
	Iteration 47F: 3 clusters Score -1809112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -960282.437500 Penalty: 2211.592773
	Iteration 0F: 2 clusters Score -960282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -954183.375000 Penalty: 4423.185547
	Iteration 0F: 3 clusters Score -954183.4 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -955840.375000 Penalty: 4423.185547
	Iteration 1F: 3 clusters Score -955840.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -956138.937500 Penalty: 4423.185547
	Iteration 2F: 3 clusters Score -956138.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -956377.187500 Penalty: 4423.185547
	Iteration 3F: 3 clusters Score -956377.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -956576.937500 Penalty: 4423.185547
	Iteration 4Q: 3 clusters Score -956576.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -956741.187500 Penalty: 4423.185547
	Iteration 5Q: 3 clusters Score -956741.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -956879.000000 Penalty: 4423.185547
	Iteration 6Q: 3 clusters Score -956879 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -957048.000000 Penalty: 4423.185547
	Iteration 7Q: 3 clusters Score -957048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -957271.187500 Penalty: 4423.185547
	Iteration 8Q: 3 clusters Score -957271.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -957518.250000 Penalty: 4423.185547
	Iteration 9Q: 3 clusters Score -957518.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -957722.125000 Penalty: 4423.185547
	Iteration 10Q: 3 clusters Score -957722.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -957907.625000 Penalty: 4423.185547
	Iteration 11Q: 3 clusters Score -957907.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -958043.375000 Penalty: 4423.185547
	Iteration 12Q: 3 clusters Score -958043.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -958168.187500 Penalty: 4423.185547
	Iteration 13Q: 3 clusters Score -958168.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -958289.500000 Penalty: 4423.185547
	Iteration 14Q: 3 clusters Score -958289.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -958407.000000 Penalty: 4423.185547
	Iteration 15Q: 3 clusters Score -958407 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -958496.375000 Penalty: 4423.185547
	Iteration 16Q: 3 clusters Score -958496.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -958561.125000 Penalty: 4423.185547
	Iteration 17Q: 3 clusters Score -958561.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -958602.812500 Penalty: 4423.185547
	Iteration 18Q: 3 clusters Score -958602.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -958624.875000 Penalty: 4423.185547
	Iteration 19Q: 3 clusters Score -958624.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -958650.875000 Penalty: 4423.185547
	Iteration 20F: 3 clusters Score -958650.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -958666.750000 Penalty: 4423.185547
	Iteration 21Q: 3 clusters Score -958666.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -958680.250000 Penalty: 4423.185547
	Iteration 22Q: 3 clusters Score -958680.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -958688.500000 Penalty: 4423.185547
	Iteration 23Q: 3 clusters Score -958688.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -958696.750000 Penalty: 4423.185547
	Iteration 24Q: 3 clusters Score -958696.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -958700.250000 Penalty: 4423.185547
	Iteration 25Q: 3 clusters Score -958700.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -958706.812500 Penalty: 4423.185547
	Iteration 26Q: 3 clusters Score -958706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -958709.625000 Penalty: 4423.185547
	Iteration 27Q: 3 clusters Score -958709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -958711.937500 Penalty: 4423.185547
	Iteration 28Q: 3 clusters Score -958711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -958712.375000 Penalty: 4423.185547
	Iteration 29Q: 3 clusters Score -958712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -958714.750000 Penalty: 4423.185547
	Iteration 30Q: 3 clusters Score -958714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -958716.625000 Penalty: 4423.185547
	Iteration 31Q: 3 clusters Score -958716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -958716.250000 Penalty: 4423.185547
	Iteration 32Q: 3 clusters Score -958716.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -958720.500000 Penalty: 4423.185547
	Iteration 33Q: 3 clusters Score -958720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -958721.562500 Penalty: 4423.185547
	Iteration 34Q: 3 clusters Score -958721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -958726.062500 Penalty: 4423.185547
	Iteration 35Q: 3 clusters Score -958726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -958726.500000 Penalty: 4423.185547
	Iteration 36Q: 3 clusters Score -958726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -958728.437500 Penalty: 4423.185547
	Iteration 37Q: 3 clusters Score -958728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -958729.187500 Penalty: 4423.185547
	Iteration 38Q: 3 clusters Score -958729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -958733.687500 Penalty: 4423.185547
	Iteration 39Q: 3 clusters Score -958733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -958734.500000 Penalty: 4423.185547
	Iteration 40F: 3 clusters Score -958734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -958734.812500 Penalty: 4423.185547
	Iteration 41Q: 3 clusters Score -958734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -958737.437500 Penalty: 4423.185547
	Iteration 42Q: 3 clusters Score -958737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -958734.937500 Penalty: 4423.185547
	Iteration 43Q: 3 clusters Score -958734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -958736.000000 Penalty: 4423.185547
	Iteration 44Q: 3 clusters Score -958736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -958738.500000 Penalty: 4423.185547
	Iteration 45Q: 3 clusters Score -958738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -958741.125000 Penalty: 4423.185547
	Iteration 46Q: 3 clusters Score -958741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -958743.562500 Penalty: 4423.185547
	Iteration 47Q: 3 clusters Score -958743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -958743.750000 Penalty: 4423.185547
	Iteration 48Q: 3 clusters Score -958743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -958745.812500 Penalty: 4423.185547
	Iteration 49Q: 3 clusters Score -958745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -958746.062500 Penalty: 4423.185547
	Iteration 50Q: 3 clusters Score -958746.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -958750.000000 Penalty: 4423.185547
	Iteration 51Q: 3 clusters Score -958750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -958754.125000 Penalty: 4423.185547
	Iteration 52Q: 3 clusters Score -958754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -958756.312500 Penalty: 4423.185547
	Iteration 53Q: 3 clusters Score -958756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -958757.562500 Penalty: 4423.185547
	Iteration 54Q: 3 clusters Score -958757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -958760.312500 Penalty: 4423.185547
	Iteration 55Q: 3 clusters Score -958760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -958761.187500 Penalty: 4423.185547
	Iteration 56Q: 3 clusters Score -958761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -958762.500000 Penalty: 4423.185547
	Iteration 57Q: 3 clusters Score -958762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -958763.500000 Penalty: 4423.185547
	Iteration 58Q: 3 clusters Score -958763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -958763.437500 Penalty: 4423.185547
	Iteration 59Q: 3 clusters Score -958763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -958764.687500 Penalty: 4423.185547
	Iteration 60F: 3 clusters Score -958764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -958766.562500 Penalty: 4423.185547
	Iteration 61Q: 3 clusters Score -958766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -958766.562500 Penalty: 4423.185547
	Iteration 62F: 3 clusters Score -958766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1240102.125000 Penalty: 2270.449707
	Iteration 0F: 2 clusters Score -1240102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1232782.500000 Penalty: 4540.899414
	Iteration 0F: 3 clusters Score -1232782 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1234916.375000 Penalty: 4540.899414
	Iteration 1F: 3 clusters Score -1234916 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1235244.125000 Penalty: 4540.899414
	Iteration 2F: 3 clusters Score -1235244 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1235505.125000 Penalty: 4540.899414
	Iteration 3F: 3 clusters Score -1235505 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1235719.750000 Penalty: 4540.899414
	Iteration 4Q: 3 clusters Score -1235720 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1235919.125000 Penalty: 4540.899414
	Iteration 5Q: 3 clusters Score -1235919 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1236115.000000 Penalty: 4540.899414
	Iteration 6Q: 3 clusters Score -1236115 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1236375.000000 Penalty: 4540.899414
	Iteration 7Q: 3 clusters Score -1236375 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1236642.875000 Penalty: 4540.899414
	Iteration 8Q: 3 clusters Score -1236643 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1236954.500000 Penalty: 4540.899414
	Iteration 9Q: 3 clusters Score -1236954 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1237325.625000 Penalty: 4540.899414
	Iteration 10Q: 3 clusters Score -1237326 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1237753.625000 Penalty: 4540.899414
	Iteration 11Q: 3 clusters Score -1237754 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1238139.000000 Penalty: 4540.899414
	Iteration 12Q: 3 clusters Score -1238139 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1238424.750000 Penalty: 4540.899414
	Iteration 13Q: 3 clusters Score -1238425 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1238623.375000 Penalty: 4540.899414
	Iteration 14Q: 3 clusters Score -1238623 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1238774.750000 Penalty: 4540.899414
	Iteration 15Q: 3 clusters Score -1238775 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1238870.625000 Penalty: 4540.899414
	Iteration 16Q: 3 clusters Score -1238871 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1238950.125000 Penalty: 4540.899414
	Iteration 17Q: 3 clusters Score -1238950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1239010.375000 Penalty: 4540.899414
	Iteration 18Q: 3 clusters Score -1239010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1239056.250000 Penalty: 4540.899414
	Iteration 19Q: 3 clusters Score -1239056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1239108.125000 Penalty: 4540.899414
	Iteration 20F: 3 clusters Score -1239108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1239159.125000 Penalty: 4540.899414
	Iteration 21Q: 3 clusters Score -1239159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1239197.375000 Penalty: 4540.899414
	Iteration 22Q: 3 clusters Score -1239197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1239221.750000 Penalty: 4540.899414
	Iteration 23Q: 3 clusters Score -1239222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1239246.875000 Penalty: 4540.899414
	Iteration 24Q: 3 clusters Score -1239247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1239268.000000 Penalty: 4540.899414
	Iteration 25Q: 3 clusters Score -1239268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1239287.000000 Penalty: 4540.899414
	Iteration 26Q: 3 clusters Score -1239287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1239303.750000 Penalty: 4540.899414
	Iteration 27Q: 3 clusters Score -1239304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1239328.375000 Penalty: 4540.899414
	Iteration 28Q: 3 clusters Score -1239328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1239358.875000 Penalty: 4540.899414
	Iteration 29Q: 3 clusters Score -1239359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1239375.000000 Penalty: 4540.899414
	Iteration 30Q: 3 clusters Score -1239375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1239383.875000 Penalty: 4540.899414
	Iteration 31Q: 3 clusters Score -1239384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1239389.375000 Penalty: 4540.899414
	Iteration 32Q: 3 clusters Score -1239389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1239398.125000 Penalty: 4540.899414
	Iteration 33Q: 3 clusters Score -1239398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1239407.125000 Penalty: 4540.899414
	Iteration 34Q: 3 clusters Score -1239407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1239419.625000 Penalty: 4540.899414
	Iteration 35Q: 3 clusters Score -1239420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1239433.000000 Penalty: 4540.899414
	Iteration 36Q: 3 clusters Score -1239433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1239443.625000 Penalty: 4540.899414
	Iteration 37Q: 3 clusters Score -1239444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1239454.125000 Penalty: 4540.899414
	Iteration 38Q: 3 clusters Score -1239454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1239463.750000 Penalty: 4540.899414
	Iteration 39Q: 3 clusters Score -1239464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1239473.000000 Penalty: 4540.899414
	Iteration 40F: 3 clusters Score -1239473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1239481.125000 Penalty: 4540.899414
	Iteration 41Q: 3 clusters Score -1239481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1239487.000000 Penalty: 4540.899414
	Iteration 42Q: 3 clusters Score -1239487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1239498.250000 Penalty: 4540.899414
	Iteration 43Q: 3 clusters Score -1239498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1239505.250000 Penalty: 4540.899414
	Iteration 44Q: 3 clusters Score -1239505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1239510.125000 Penalty: 4540.899414
	Iteration 45Q: 3 clusters Score -1239510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1239519.000000 Penalty: 4540.899414
	Iteration 46Q: 3 clusters Score -1239519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1239527.750000 Penalty: 4540.899414
	Iteration 47Q: 3 clusters Score -1239528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1239532.000000 Penalty: 4540.899414
	Iteration 48Q: 3 clusters Score -1239532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1239534.625000 Penalty: 4540.899414
	Iteration 49Q: 3 clusters Score -1239535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1239542.750000 Penalty: 4540.899414
	Iteration 50Q: 3 clusters Score -1239543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1239558.500000 Penalty: 4540.899414
	Iteration 51Q: 3 clusters Score -1239558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1239570.375000 Penalty: 4540.899414
	Iteration 52Q: 3 clusters Score -1239570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1239585.750000 Penalty: 4540.899414
	Iteration 53Q: 3 clusters Score -1239586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1239600.125000 Penalty: 4540.899414
	Iteration 54Q: 3 clusters Score -1239600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1239624.875000 Penalty: 4540.899414
	Iteration 55Q: 3 clusters Score -1239625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1239646.250000 Penalty: 4540.899414
	Iteration 56Q: 3 clusters Score -1239646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1239674.375000 Penalty: 4540.899414
	Iteration 57Q: 3 clusters Score -1239674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1239703.625000 Penalty: 4540.899414
	Iteration 58Q: 3 clusters Score -1239704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1239731.250000 Penalty: 4540.899414
	Iteration 59Q: 3 clusters Score -1239731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1239771.375000 Penalty: 4540.899414
	Iteration 60F: 3 clusters Score -1239771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1239807.500000 Penalty: 4540.899414
	Iteration 61Q: 3 clusters Score -1239808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1239824.000000 Penalty: 4540.899414
	Iteration 62Q: 3 clusters Score -1239824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1239839.625000 Penalty: 4540.899414
	Iteration 63Q: 3 clusters Score -1239840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1239845.750000 Penalty: 4540.899414
	Iteration 64Q: 3 clusters Score -1239846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1239853.000000 Penalty: 4540.899414
	Iteration 65Q: 3 clusters Score -1239853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1239852.500000 Penalty: 4540.899414
	Iteration 66Q: 3 clusters Score -1239852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1239858.125000 Penalty: 4540.899414
	Iteration 67Q: 3 clusters Score -1239858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1239855.875000 Penalty: 4540.899414
	Iteration 68Q: 3 clusters Score -1239856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1239855.875000 Penalty: 4540.899414
	Iteration 69F: 3 clusters Score -1239856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -218764.359375 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -218764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216281.000000 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -216281 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -216659.625000 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -216659.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -216791.640625 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -216791.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -216855.031250 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -216855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216897.796875 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -216897.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -216934.828125 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -216934.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -216970.125000 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -216970.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217002.984375 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -217003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -217027.531250 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -217027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217050.125000 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -217050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -217062.031250 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -217062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217073.984375 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -217074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217086.968750 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -217087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -217098.843750 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -217098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -217108.796875 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -217108.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217116.343750 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -217116.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217126.796875 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -217126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -217142.531250 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -217142.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217153.140625 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -217153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -217159.968750 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -217160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217165.015625 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -217165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -217169.562500 Penalty: 3703.532471
	Iteration 21Q: 3 clusters Score -217169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217177.171875 Penalty: 3703.532471
	Iteration 22Q: 3 clusters Score -217177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217179.765625 Penalty: 3703.532471
	Iteration 23Q: 3 clusters Score -217179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217183.625000 Penalty: 3703.532471
	Iteration 24Q: 3 clusters Score -217183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217191.234375 Penalty: 3703.532471
	Iteration 25Q: 3 clusters Score -217191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -217198.328125 Penalty: 3703.532471
	Iteration 26Q: 3 clusters Score -217198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217207.015625 Penalty: 3703.532471
	Iteration 27Q: 3 clusters Score -217207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217218.078125 Penalty: 3703.532471
	Iteration 28Q: 3 clusters Score -217218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -217226.265625 Penalty: 3703.532471
	Iteration 29Q: 3 clusters Score -217226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -217230.562500 Penalty: 3703.532471
	Iteration 30Q: 3 clusters Score -217230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -217237.203125 Penalty: 3703.532471
	Iteration 31Q: 3 clusters Score -217237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217241.265625 Penalty: 3703.532471
	Iteration 32Q: 3 clusters Score -217241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -217244.546875 Penalty: 3703.532471
	Iteration 33Q: 3 clusters Score -217244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -217248.390625 Penalty: 3703.532471
	Iteration 34Q: 3 clusters Score -217248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217254.109375 Penalty: 3703.532471
	Iteration 35Q: 3 clusters Score -217254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -217259.625000 Penalty: 3703.532471
	Iteration 36Q: 3 clusters Score -217259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217263.375000 Penalty: 3703.532471
	Iteration 37Q: 3 clusters Score -217263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217266.250000 Penalty: 3703.532471
	Iteration 38Q: 3 clusters Score -217266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -217270.140625 Penalty: 3703.532471
	Iteration 39Q: 3 clusters Score -217270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -217274.453125 Penalty: 3703.532471
	Iteration 40F: 3 clusters Score -217274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217278.718750 Penalty: 3703.532471
	Iteration 41Q: 3 clusters Score -217278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -217281.562500 Penalty: 3703.532471
	Iteration 42Q: 3 clusters Score -217281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -217286.156250 Penalty: 3703.532471
	Iteration 43Q: 3 clusters Score -217286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217290.671875 Penalty: 3703.532471
	Iteration 44Q: 3 clusters Score -217290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -217298.921875 Penalty: 3703.532471
	Iteration 45Q: 3 clusters Score -217298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -217304.703125 Penalty: 3703.532471
	Iteration 46Q: 3 clusters Score -217304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -217308.484375 Penalty: 3703.532471
	Iteration 47Q: 3 clusters Score -217308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217313.312500 Penalty: 3703.532471
	Iteration 48Q: 3 clusters Score -217313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217316.718750 Penalty: 3703.532471
	Iteration 49Q: 3 clusters Score -217316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -217318.468750 Penalty: 3703.532471
	Iteration 50Q: 3 clusters Score -217318.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -217323.000000 Penalty: 3703.532471
	Iteration 51Q: 3 clusters Score -217323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -217328.421875 Penalty: 3703.532471
	Iteration 52Q: 3 clusters Score -217328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -217332.968750 Penalty: 3703.532471
	Iteration 53Q: 3 clusters Score -217333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -217337.343750 Penalty: 3703.532471
	Iteration 54Q: 3 clusters Score -217337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -217342.843750 Penalty: 3703.532471
	Iteration 55Q: 3 clusters Score -217342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -217348.218750 Penalty: 3703.532471
	Iteration 56Q: 3 clusters Score -217348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -217350.203125 Penalty: 3703.532471
	Iteration 57Q: 3 clusters Score -217350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -217350.203125 Penalty: 3703.532471
	Iteration 58F: 3 clusters Score -217350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -186563.046875 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -186563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184269.296875 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -184269.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184684.140625 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -184684.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184822.218750 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -184822.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -184880.718750 Penalty: 3639.120605
	Iteration 3Q: 3 clusters Score -184880.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184926.375000 Penalty: 3639.120605
	Iteration 4Q: 3 clusters Score -184926.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184970.140625 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -184970.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -185004.750000 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -185004.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185035.093750 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -185035.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -185051.265625 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -185051.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185064.265625 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -185064.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185076.312500 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -185076.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -185084.234375 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -185084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -185092.453125 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -185092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -185103.906250 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -185103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -185109.828125 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -185109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185113.859375 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -185113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185119.343750 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -185119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185122.703125 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -185122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -185126.625000 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -185126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -185133.093750 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -185133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -185138.015625 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -185138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -185140.625000 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -185140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -185144.187500 Penalty: 3639.120605
	Iteration 22Q: 3 clusters Score -185144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -185147.593750 Penalty: 3639.120605
	Iteration 23Q: 3 clusters Score -185147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -185150.031250 Penalty: 3639.120605
	Iteration 24Q: 3 clusters Score -185150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185152.562500 Penalty: 3639.120605
	Iteration 25Q: 3 clusters Score -185152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -185152.921875 Penalty: 3639.120605
	Iteration 26Q: 3 clusters Score -185152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185153.421875 Penalty: 3639.120605
	Iteration 27Q: 3 clusters Score -185153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -185154.031250 Penalty: 3639.120605
	Iteration 28Q: 3 clusters Score -185154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185155.156250 Penalty: 3639.120605
	Iteration 29Q: 3 clusters Score -185155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185158.578125 Penalty: 3639.120605
	Iteration 30Q: 3 clusters Score -185158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185161.000000 Penalty: 3639.120605
	Iteration 31Q: 3 clusters Score -185161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -185162.390625 Penalty: 3639.120605
	Iteration 32Q: 3 clusters Score -185162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -185164.234375 Penalty: 3639.120605
	Iteration 33Q: 3 clusters Score -185164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185166.656250 Penalty: 3639.120605
	Iteration 34Q: 3 clusters Score -185166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -185169.078125 Penalty: 3639.120605
	Iteration 35Q: 3 clusters Score -185169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -185170.484375 Penalty: 3639.120605
	Iteration 36Q: 3 clusters Score -185170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -185171.234375 Penalty: 3639.120605
	Iteration 37Q: 3 clusters Score -185171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185171.781250 Penalty: 3639.120605
	Iteration 38Q: 3 clusters Score -185171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185171.781250 Penalty: 3639.120605
	Iteration 39F: 3 clusters Score -185171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Entering Unmasked Estep 
Score: -5536873.500000 Penalty: 2661.783936
	Iteration 0F: 2 clusters Score -5536874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5506072.000000 Penalty: 5323.567871
	Iteration 0F: 3 clusters Score -5506072 nChanged 20896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5517900.000000 Penalty: 5323.567871
	Iteration 1F: 3 clusters Score -5517900 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5518873.500000 Penalty: 5323.567871
	Iteration 2F: 3 clusters Score -5518874 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -5520048.500000 Penalty: 5323.567871
	Iteration 3F: 3 clusters Score -5520048 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -5521481.000000 Penalty: 5323.567871
	Iteration 4F: 3 clusters Score -5521481 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5523178.500000 Penalty: 5323.567871
	Iteration 5F: 3 clusters Score -5523178 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5525148.500000 Penalty: 5323.567871
	Iteration 6F: 3 clusters Score -5525148 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5527130.000000 Penalty: 5323.567871
	Iteration 7F: 3 clusters Score -5527130 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5528661.500000 Penalty: 5323.567871
	Iteration 8F: 3 clusters Score -5528662 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -5529716.000000 Penalty: 5323.567871
	Iteration 9Q: 3 clusters Score -5529716 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5530485.500000 Penalty: 5323.567871
	Iteration 10Q: 3 clusters Score -5530486 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5531042.000000 Penalty: 5323.567871
	Iteration 11Q: 3 clusters Score -5531042 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5531507.500000 Penalty: 5323.567871
	Iteration 12Q: 3 clusters Score -5531508 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5531899.500000 Penalty: 5323.567871
	Iteration 13Q: 3 clusters Score -5531900 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -5532197.000000 Penalty: 5323.567871
	Iteration 14Q: 3 clusters Score -5532197 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5532486.000000 Penalty: 5323.567871
	Iteration 15Q: 3 clusters Score -5532486 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -5532818.000000 Penalty: 5323.567871
	Iteration 16Q: 3 clusters Score -5532818 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5533146 nChanged 650
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -5533411.500000 Penalty: 5323.567871
	Iteration 18Q: 3 clusters Score -5533412 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5533638.500000 Penalty: 5323.567871
	Iteration 19Q: 3 clusters Score -5533638 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5533887.500000 Penalty: 5323.567871
	Iteration 20F: 3 clusters Score -5533888 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5534075.000000 Penalty: 5323.567871
	Iteration 21Q: 3 clusters Score -5534075 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5534209.000000 Penalty: 5323.567871
	Iteration 22Q: 3 clusters Score -5534209 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -5534325.500000 Penalty: 5323.567871
	Iteration 23Q: 3 clusters Score -5534326 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -5534438.500000 Penalty: 5323.567871
	Iteration 24Q: 3 clusters Score -5534438 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5534507.500000 Penalty: 5323.567871
	Iteration 25Q: 3 clusters Score -5534508 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5534593.500000 Penalty: 5323.567871
	Iteration 26Q: 3 clusters Score -5534594 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5534655.500000 Penalty: 5323.567871
	Iteration 27Q: 3 clusters Score -5534656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5534708.000000 Penalty: 5323.567871
	Iteration 28Q: 3 clusters Score -5534708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5534749.000000 Penalty: 5323.567871
	Iteration 29Q: 3 clusters Score -5534749 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5534779.500000 Penalty: 5323.567871
	Iteration 30Q: 3 clusters Score -5534780 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5534795.500000 Penalty: 5323.567871
	Iteration 31Q: 3 clusters Score -5534796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5534837.000000 Penalty: 5323.567871
	Iteration 32Q: 3 clusters Score -5534837 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5534863.000000 Penalty: 5323.567871
	Iteration 33Q: 3 clusters Score -5534863 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5534917.000000 Penalty: 5323.567871
	Iteration 34Q: 3 clusters Score -5534917 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5534931.500000 Penalty: 5323.567871
	Iteration 35Q: 3 clusters Score -5534932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5534949.000000 Penalty: 5323.567871
	Iteration 36Q: 3 clusters Score -5534949 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5534979.000000 Penalty: 5323.567871
	Iteration 37Q: 3 clusters Score -5534979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5534999.500000 Penalty: 5323.567871
	Iteration 38Q: 3 clusters Score -5535000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5535004.500000 Penalty: 5323.567871
	Iteration 39Q: 3 clusters Score -5535004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5535013.500000 Penalty: 5323.567871
	Iteration 40F: 3 clusters Score -5535014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5535044.500000 Penalty: 5323.567871
	Iteration 41Q: 3 clusters Score -5535044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5535061.000000 Penalty: 5323.567871
	Iteration 42Q: 3 clusters Score -5535061 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5535072.000000 Penalty: 5323.567871
	Iteration 43Q: 3 clusters Score -5535072 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5535103.000000 Penalty: 5323.567871
	Iteration 44Q: 3 clusters Score -5535103 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5535129.000000 Penalty: 5323.567871
	Iteration 45Q: 3 clusters Score -5535129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5535150.500000 Penalty: 5323.567871
	Iteration 46Q: 3 clusters Score -5535150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5535166.000000 Penalty: 5323.567871
	Iteration 47Q: 3 clusters Score -5535166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5535184.000000 Penalty: 5323.567871
	Iteration 48Q: 3 clusters Score -5535184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5535211.500000 Penalty: 5323.567871
	Iteration 49Q: 3 clusters Score -5535212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5535227.000000 Penalty: 5323.567871
	Iteration 50Q: 3 clusters Score -5535227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5535239.000000 Penalty: 5323.567871
	Iteration 51Q: 3 clusters Score -5535239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5535258.500000 Penalty: 5323.567871
	Iteration 52Q: 3 clusters Score -5535258 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5535276.000000 Penalty: 5323.567871
	Iteration 53Q: 3 clusters Score -5535276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5535292.000000 Penalty: 5323.567871
	Iteration 54Q: 3 clusters Score -5535292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5535294.500000 Penalty: 5323.567871
	Iteration 55Q: 3 clusters Score -5535294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5535304.000000 Penalty: 5323.567871
	Iteration 56Q: 3 clusters Score -5535304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5535317.000000 Penalty: 5323.567871
	Iteration 57Q: 3 clusters Score -5535317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5535324.000000 Penalty: 5323.567871
	Iteration 58Q: 3 clusters Score -5535324 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5535335.000000 Penalty: 5323.567871
	Iteration 59Q: 3 clusters Score -5535335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5535345.000000 Penalty: 5323.567871
	Iteration 60F: 3 clusters Score -5535345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5535368.500000 Penalty: 5323.567871
	Iteration 61Q: 3 clusters Score -5535368 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5535382.000000 Penalty: 5323.567871
	Iteration 62Q: 3 clusters Score -5535382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5535404.000000 Penalty: 5323.567871
	Iteration 63Q: 3 clusters Score -5535404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5535428.500000 Penalty: 5323.567871
	Iteration 64Q: 3 clusters Score -5535428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5535441.000000 Penalty: 5323.567871
	Iteration 65Q: 3 clusters Score -5535441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5535443.000000 Penalty: 5323.567871
	Iteration 66Q: 3 clusters Score -5535443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5535450.500000 Penalty: 5323.567871
	Iteration 67Q: 3 clusters Score -5535450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5535464.500000 Penalty: 5323.567871
	Iteration 68Q: 3 clusters Score -5535464 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5535470.000000 Penalty: 5323.567871
	Iteration 69Q: 3 clusters Score -5535470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5535489.500000 Penalty: 5323.567871
	Iteration 70Q: 3 clusters Score -5535490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5535499.000000 Penalty: 5323.567871
	Iteration 71Q: 3 clusters Score -5535499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5535512.000000 Penalty: 5323.567871
	Iteration 72Q: 3 clusters Score -5535512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5535511.500000 Penalty: 5323.567871
	Iteration 73Q: 3 clusters Score -5535512 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5535515.500000 Penalty: 5323.567871
	Iteration 74Q: 3 clusters Score -5535516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5535525.000000 Penalty: 5323.567871
	Iteration 75Q: 3 clusters Score -5535525 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5535529.500000 Penalty: 5323.567871
	Iteration 76Q: 3 clusters Score -5535530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5535534.000000 Penalty: 5323.567871
	Iteration 77Q: 3 clusters Score -5535534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5535529.500000 Penalty: 5323.567871
	Iteration 78Q: 3 clusters Score -5535530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5535534.500000 Penalty: 5323.567871
	Iteration 79Q: 3 clusters Score -5535534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5535531.500000 Penalty: 5323.567871
	Iteration 80F: 3 clusters Score -5535532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5535542.000000 Penalty: 5323.567871
	Iteration 81Q: 3 clusters Score -5535542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5535548.000000 Penalty: 5323.567871
	Iteration 82Q: 3 clusters Score -5535548 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5535561.500000 Penalty: 5323.567871
	Iteration 83Q: 3 clusters Score -5535562 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5535556.500000 Penalty: 5323.567871
	Iteration 84Q: 3 clusters Score -5535556 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5535557.000000 Penalty: 5323.567871
	Iteration 85Q: 3 clusters Score -5535557 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5535563.000000 Penalty: 5323.567871
	Iteration 86Q: 3 clusters Score -5535563 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44394 members 
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Entering Unmasked Estep 
Score: -5535570.500000 Penalty: 5323.567871
	Iteration 87Q: 3 clusters Score -5535570 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5535572.000000 Penalty: 5323.567871
	Iteration 88Q: 3 clusters Score -5535572 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5535576.000000 Penalty: 5323.567871
	Iteration 89Q: 3 clusters Score -5535576 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5535575.000000 Penalty: 5323.567871
	Iteration 90Q: 3 clusters Score -5535575 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5535583.000000 Penalty: 5323.567871
	Iteration 91Q: 3 clusters Score -5535583 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5535585.000000 Penalty: 5323.567871
	Iteration 92Q: 3 clusters Score -5535585 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5535579.500000 Penalty: 5323.567871
	Iteration 93Q: 3 clusters Score -5535580 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5535585.500000 Penalty: 5323.567871
	Iteration 94Q: 3 clusters Score -5535586 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5535588.000000 Penalty: 5323.567871
	Iteration 95Q: 3 clusters Score -5535588 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5535593.500000 Penalty: 5323.567871
	Iteration 96Q: 3 clusters Score -5535594 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5535605.000000 Penalty: 5323.567871
	Iteration 97Q: 3 clusters Score -5535605 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5535611.500000 Penalty: 5323.567871
	Iteration 98Q: 3 clusters Score -5535612 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5535610.000000 Penalty: 5323.567871
	Iteration 99Q: 3 clusters Score -5535610 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5535610.000000 Penalty: 5323.567871
	Iteration 100F: 3 clusters Score -5535610 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5535615.000000 Penalty: 5323.567871
	Iteration 101Q: 3 clusters Score -5535615 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5535618.000000 Penalty: 5323.567871
	Iteration 102Q: 3 clusters Score -5535618 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5535625.000000 Penalty: 5323.567871
	Iteration 103Q: 3 clusters Score -5535625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5535631.000000 Penalty: 5323.567871
	Iteration 104Q: 3 clusters Score -5535631 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5535639.500000 Penalty: 5323.567871
	Iteration 105Q: 3 clusters Score -5535640 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5535641.000000 Penalty: 5323.567871
	Iteration 106Q: 3 clusters Score -5535641 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5535641.500000 Penalty: 5323.567871
	Iteration 107Q: 3 clusters Score -5535642 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5535643.000000 Penalty: 5323.567871
	Iteration 108Q: 3 clusters Score -5535643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5535641.000000 Penalty: 5323.567871
	Iteration 109Q: 3 clusters Score -5535641 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5535649.500000 Penalty: 5323.567871
	Iteration 110Q: 3 clusters Score -5535650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5535648.000000 Penalty: 5323.567871
	Iteration 111Q: 3 clusters Score -5535648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5535648.500000 Penalty: 5323.567871
	Iteration 112Q: 3 clusters Score -5535648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5535648.500000 Penalty: 5323.567871
	Iteration 113Q: 3 clusters Score -5535648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5535655.000000 Penalty: 5323.567871
	Iteration 114Q: 3 clusters Score -5535655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5535655.500000 Penalty: 5323.567871
	Iteration 115Q: 3 clusters Score -5535656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5535654.000000 Penalty: 5323.567871
	Iteration 116Q: 3 clusters Score -5535654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5535651.000000 Penalty: 5323.567871
	Iteration 117Q: 3 clusters Score -5535651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5535662.000000 Penalty: 5323.567871
	Iteration 118Q: 3 clusters Score -5535662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5535660.000000 Penalty: 5323.567871
	Iteration 119Q: 3 clusters Score -5535660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5535659.000000 Penalty: 5323.567871
	Iteration 120F: 3 clusters Score -5535659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5535665.500000 Penalty: 5323.567871
	Iteration 121Q: 3 clusters Score -5535666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5535660.000000 Penalty: 5323.567871
	Iteration 122Q: 3 clusters Score -5535660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5535668.500000 Penalty: 5323.567871
	Iteration 123Q: 3 clusters Score -5535668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5535678.500000 Penalty: 5323.567871
	Iteration 124Q: 3 clusters Score -5535678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5535671.500000 Penalty: 5323.567871
	Iteration 125Q: 3 clusters Score -5535672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5535675.000000 Penalty: 5323.567871
	Iteration 126Q: 3 clusters Score -5535675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5535682.500000 Penalty: 5323.567871
	Iteration 127Q: 3 clusters Score -5535682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5535683.500000 Penalty: 5323.567871
	Iteration 128Q: 3 clusters Score -5535684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5535688.000000 Penalty: 5323.567871
	Iteration 129Q: 3 clusters Score -5535688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5535679.500000 Penalty: 5323.567871
	Iteration 130Q: 3 clusters Score -5535680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5535683.500000 Penalty: 5323.567871
	Iteration 131Q: 3 clusters Score -5535684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5535685.000000 Penalty: 5323.567871
	Iteration 132Q: 3 clusters Score -5535685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5535685.500000 Penalty: 5323.567871
	Iteration 133Q: 3 clusters Score -5535686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5535688.000000 Penalty: 5323.567871
	Iteration 134Q: 3 clusters Score -5535688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5535688.500000 Penalty: 5323.567871
	Iteration 135Q: 3 clusters Score -5535688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5535688.500000 Penalty: 5323.567871
	Iteration 136F: 3 clusters Score -5535688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -877684.750000 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -877684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -871863.000000 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -871863 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -873683.000000 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -873683 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -874164.062500 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -874164.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -874576.250000 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -874576.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -874976.687500 Penalty: 4396.212891
	Iteration 4F: 3 clusters Score -874976.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -875344.312500 Penalty: 4396.212891
	Iteration 5F: 3 clusters Score -875344.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -875679.187500 Penalty: 4396.212891
	Iteration 6F: 3 clusters Score -875679.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -875939.562500 Penalty: 4396.212891
	Iteration 7Q: 3 clusters Score -875939.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -876118.312500 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -876118.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -876226.125000 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -876226.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -876296.625000 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -876296.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -876351.875000 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -876351.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -876387.437500 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -876387.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -876415.875000 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -876415.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -876439.125000 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -876439.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -876450.437500 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -876450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -876458.500000 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -876458.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -876463.437500 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -876463.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -876469.875000 Penalty: 4396.212891
	Iteration 18Q: 3 clusters Score -876469.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -876480.250000 Penalty: 4396.212891
	Iteration 19Q: 3 clusters Score -876480.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -876490.875000 Penalty: 4396.212891
	Iteration 20F: 3 clusters Score -876490.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -876497.437500 Penalty: 4396.212891
	Iteration 21Q: 3 clusters Score -876497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -876503.437500 Penalty: 4396.212891
	Iteration 22Q: 3 clusters Score -876503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -876504.875000 Penalty: 4396.212891
	Iteration 23Q: 3 clusters Score -876504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -876505.750000 Penalty: 4396.212891
	Iteration 24Q: 3 clusters Score -876505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -876507.125000 Penalty: 4396.212891
	Iteration 25Q: 3 clusters Score -876507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -876510.187500 Penalty: 4396.212891
	Iteration 26Q: 3 clusters Score -876510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -876511.750000 Penalty: 4396.212891
	Iteration 27Q: 3 clusters Score -876511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -876510.125000 Penalty: 4396.212891
	Iteration 28Q: 3 clusters Score -876510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -876516.062500 Penalty: 4396.212891
	Iteration 29Q: 3 clusters Score -876516.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -876517.812500 Penalty: 4396.212891
	Iteration 30Q: 3 clusters Score -876517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -876519.312500 Penalty: 4396.212891
	Iteration 31Q: 3 clusters Score -876519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -876519.937500 Penalty: 4396.212891
	Iteration 32Q: 3 clusters Score -876519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -876520.062500 Penalty: 4396.212891
	Iteration 33Q: 3 clusters Score -876520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -876520.062500 Penalty: 4396.212891
	Iteration 34F: 3 clusters Score -876520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Entering Unmasked Estep 
Score: -842349.625000 Penalty: 2177.330078
	Iteration 0F: 2 clusters Score -842349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -836865.500000 Penalty: 4354.660156
	Iteration 0F: 3 clusters Score -836865.5 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -838254.187500 Penalty: 4354.660156
	Iteration 1F: 3 clusters Score -838254.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -838547.562500 Penalty: 4354.660156
	Iteration 2F: 3 clusters Score -838547.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -838786.562500 Penalty: 4354.660156
	Iteration 3F: 3 clusters Score -838786.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -839004.937500 Penalty: 4354.660156
	Iteration 4F: 3 clusters Score -839004.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -839212.187500 Penalty: 4354.660156
	Iteration 5Q: 3 clusters Score -839212.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -839426.812500 Penalty: 4354.660156
	Iteration 6Q: 3 clusters Score -839426.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -839615.625000 Penalty: 4354.660156
	Iteration 7Q: 3 clusters Score -839615.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -839807.000000 Penalty: 4354.660156
	Iteration 8Q: 3 clusters Score -839807 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -839979.062500 Penalty: 4354.660156
	Iteration 9Q: 3 clusters Score -839979.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -840130.562500 Penalty: 4354.660156
	Iteration 10Q: 3 clusters Score -840130.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -840247.562500 Penalty: 4354.660156
	Iteration 11Q: 3 clusters Score -840247.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -840313.500000 Penalty: 4354.660156
	Iteration 12Q: 3 clusters Score -840313.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -840353.125000 Penalty: 4354.660156
	Iteration 13Q: 3 clusters Score -840353.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -840381.187500 Penalty: 4354.660156
	Iteration 14Q: 3 clusters Score -840381.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -840410.312500 Penalty: 4354.660156
	Iteration 15Q: 3 clusters Score -840410.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -840437.812500 Penalty: 4354.660156
	Iteration 16Q: 3 clusters Score -840437.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -840464.125000 Penalty: 4354.660156
	Iteration 17Q: 3 clusters Score -840464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -840479.750000 Penalty: 4354.660156
	Iteration 18Q: 3 clusters Score -840479.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -840497.437500 Penalty: 4354.660156
	Iteration 19Q: 3 clusters Score -840497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -840511.187500 Penalty: 4354.660156
	Iteration 20F: 3 clusters Score -840511.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -840519.187500 Penalty: 4354.660156
	Iteration 21Q: 3 clusters Score -840519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -840526.250000 Penalty: 4354.660156
	Iteration 22Q: 3 clusters Score -840526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -840535.312500 Penalty: 4354.660156
	Iteration 23Q: 3 clusters Score -840535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -840546.375000 Penalty: 4354.660156
	Iteration 24Q: 3 clusters Score -840546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -840553.250000 Penalty: 4354.660156
	Iteration 25Q: 3 clusters Score -840553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -840561.187500 Penalty: 4354.660156
	Iteration 26Q: 3 clusters Score -840561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -840569.187500 Penalty: 4354.660156
	Iteration 27Q: 3 clusters Score -840569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -840574.562500 Penalty: 4354.660156
	Iteration 28Q: 3 clusters Score -840574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -840577.937500 Penalty: 4354.660156
	Iteration 29Q: 3 clusters Score -840577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -840581.562500 Penalty: 4354.660156
	Iteration 30Q: 3 clusters Score -840581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -840584.000000 Penalty: 4354.660156
	Iteration 31Q: 3 clusters Score -840584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -840585.562500 Penalty: 4354.660156
	Iteration 32Q: 3 clusters Score -840585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -840587.250000 Penalty: 4354.660156
	Iteration 33Q: 3 clusters Score -840587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -840590.500000 Penalty: 4354.660156
	Iteration 34Q: 3 clusters Score -840590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -840593.625000 Penalty: 4354.660156
	Iteration 35Q: 3 clusters Score -840593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -840593.937500 Penalty: 4354.660156
	Iteration 36Q: 3 clusters Score -840593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -840593.937500 Penalty: 4354.660156
	Iteration 37F: 3 clusters Score -840593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Entering Unmasked Estep 
Score: -5102777.500000 Penalty: 2625.591797
	Iteration 0F: 2 clusters Score -5102778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5075877.000000 Penalty: 5251.183594
	Iteration 0F: 3 clusters Score -5075877 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5085670.000000 Penalty: 5251.183594
	Iteration 1F: 3 clusters Score -5085670 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -5086139.000000 Penalty: 5251.183594
	Iteration 2Q: 3 clusters Score -5086139 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -5086578.500000 Penalty: 5251.183594
	Iteration 3Q: 3 clusters Score -5086578 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5087002.000000 Penalty: 5251.183594
	Iteration 4Q: 3 clusters Score -5087002 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5087430.000000 Penalty: 5251.183594
	Iteration 5Q: 3 clusters Score -5087430 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5087855.500000 Penalty: 5251.183594
	Iteration 6Q: 3 clusters Score -5087856 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -5088284.000000 Penalty: 5251.183594
	Iteration 7Q: 3 clusters Score -5088284 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5088666.500000 Penalty: 5251.183594
	Iteration 8Q: 3 clusters Score -5088666 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5089085.000000 Penalty: 5251.183594
	Iteration 9Q: 3 clusters Score -5089085 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5089504.000000 Penalty: 5251.183594
	Iteration 10Q: 3 clusters Score -5089504 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5090003.000000 Penalty: 5251.183594
	Iteration 11Q: 3 clusters Score -5090003 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5090561.000000 Penalty: 5251.183594
	Iteration 12Q: 3 clusters Score -5090561 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -5091197.500000 Penalty: 5251.183594
	Iteration 13Q: 3 clusters Score -5091198 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5091943.000000 Penalty: 5251.183594
	Iteration 14Q: 3 clusters Score -5091943 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5092840.000000 Penalty: 5251.183594
	Iteration 15Q: 3 clusters Score -5092840 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5093733.000000 Penalty: 5251.183594
	Iteration 16Q: 3 clusters Score -5093733 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -5094669.500000 Penalty: 5251.183594
	Iteration 17Q: 3 clusters Score -5094670 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5095501.000000 Penalty: 5251.183594
	Iteration 18Q: 3 clusters Score -5095501 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5096069.000000 Penalty: 5251.183594
	Iteration 19Q: 3 clusters Score -5096069 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -5096442.500000 Penalty: 5251.183594
	Iteration 20F: 3 clusters Score -5096442 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -5096768.000000 Penalty: 5251.183594
	Iteration 21Q: 3 clusters Score -5096768 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5097059.000000 Penalty: 5251.183594
	Iteration 22Q: 3 clusters Score -5097059 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -5097311.000000 Penalty: 5251.183594
	Iteration 23Q: 3 clusters Score -5097311 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5097605.000000 Penalty: 5251.183594
	Iteration 24Q: 3 clusters Score -5097605 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5097923.500000 Penalty: 5251.183594
	Iteration 25Q: 3 clusters Score -5097924 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5098222.500000 Penalty: 5251.183594
	Iteration 26Q: 3 clusters Score -5098222 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5098531.000000 Penalty: 5251.183594
	Iteration 27Q: 3 clusters Score -5098531 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5098828.000000 Penalty: 5251.183594
	Iteration 28Q: 3 clusters Score -5098828 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5099119.500000 Penalty: 5251.183594
	Iteration 29Q: 3 clusters Score -5099120 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5099424.500000 Penalty: 5251.183594
	Iteration 30Q: 3 clusters Score -5099424 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5099660.500000 Penalty: 5251.183594
	Iteration 31Q: 3 clusters Score -5099660 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5099892.000000 Penalty: 5251.183594
	Iteration 32Q: 3 clusters Score -5099892 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5100067.500000 Penalty: 5251.183594
	Iteration 33Q: 3 clusters Score -5100068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5100195.000000 Penalty: 5251.183594
	Iteration 34Q: 3 clusters Score -5100195 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5100274.000000 Penalty: 5251.183594
	Iteration 35Q: 3 clusters Score -5100274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5100345.000000 Penalty: 5251.183594
	Iteration 36Q: 3 clusters Score -5100345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5100375.000000 Penalty: 5251.183594
	Iteration 37Q: 3 clusters Score -5100375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5100401.000000 Penalty: 5251.183594
	Iteration 38Q: 3 clusters Score -5100401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5100408.500000 Penalty: 5251.183594
	Iteration 39Q: 3 clusters Score -5100408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5100421.000000 Penalty: 5251.183594
	Iteration 40F: 3 clusters Score -5100421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5100431.500000 Penalty: 5251.183594
	Iteration 41Q: 3 clusters Score -5100432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5100442.500000 Penalty: 5251.183594
	Iteration 42Q: 3 clusters Score -5100442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5100452.500000 Penalty: 5251.183594
	Iteration 43Q: 3 clusters Score -5100452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5100461.500000 Penalty: 5251.183594
	Iteration 44Q: 3 clusters Score -5100462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5100466.000000 Penalty: 5251.183594
	Iteration 45Q: 3 clusters Score -5100466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5100463.000000 Penalty: 5251.183594
	Iteration 46Q: 3 clusters Score -5100463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5100467.500000 Penalty: 5251.183594
	Iteration 47Q: 3 clusters Score -5100468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5100477.500000 Penalty: 5251.183594
	Iteration 48Q: 3 clusters Score -5100478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5100487.500000 Penalty: 5251.183594
	Iteration 49Q: 3 clusters Score -5100488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5100499.000000 Penalty: 5251.183594
	Iteration 50Q: 3 clusters Score -5100499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5100504.500000 Penalty: 5251.183594
	Iteration 51Q: 3 clusters Score -5100504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5100509.000000 Penalty: 5251.183594
	Iteration 52Q: 3 clusters Score -5100509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5100515.000000 Penalty: 5251.183594
	Iteration 53Q: 3 clusters Score -5100515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5100518.500000 Penalty: 5251.183594
	Iteration 54Q: 3 clusters Score -5100518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5100520.000000 Penalty: 5251.183594
	Iteration 55Q: 3 clusters Score -5100520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5100528.500000 Penalty: 5251.183594
	Iteration 56Q: 3 clusters Score -5100528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5100539.000000 Penalty: 5251.183594
	Iteration 57Q: 3 clusters Score -5100539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5100546.500000 Penalty: 5251.183594
	Iteration 58Q: 3 clusters Score -5100546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5100546.500000 Penalty: 5251.183594
	Iteration 59Q: 3 clusters Score -5100546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5100549.500000 Penalty: 5251.183594
	Iteration 60F: 3 clusters Score -5100550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5100552.000000 Penalty: 5251.183594
	Iteration 61Q: 3 clusters Score -5100552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5100558.000000 Penalty: 5251.183594
	Iteration 62Q: 3 clusters Score -5100558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5100556.500000 Penalty: 5251.183594
	Iteration 63Q: 3 clusters Score -5100556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5100563.000000 Penalty: 5251.183594
	Iteration 64Q: 3 clusters Score -5100563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5100565.500000 Penalty: 5251.183594
	Iteration 65Q: 3 clusters Score -5100566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5100569.000000 Penalty: 5251.183594
	Iteration 66Q: 3 clusters Score -5100569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5100569.000000 Penalty: 5251.183594
	Iteration 67F: 3 clusters Score -5100569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (162785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162785 members 
Entering Unmasked Estep 
Score: -21323690.000000 Penalty: 2976.046143
	Iteration 0F: 2 clusters Score -2.132369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -21214712.000000 Penalty: 5952.092285
	Iteration 0F: 3 clusters Score -2.121471e+07 nChanged 77780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -21259986.000000 Penalty: 5952.092285
	Iteration 1F: 3 clusters Score -2.125999e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -21261138.000000 Penalty: 5952.092285
	Iteration 2Q: 3 clusters Score -2.126114e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -21262500.000000 Penalty: 5952.092285
	Iteration 3Q: 3 clusters Score -2.12625e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -21263942.000000 Penalty: 5952.092285
	Iteration 4Q: 3 clusters Score -2.126394e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -21265314.000000 Penalty: 5952.092285
	Iteration 5Q: 3 clusters Score -2.126531e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -21267072.000000 Penalty: 5952.092285
	Iteration 6Q: 3 clusters Score -2.126707e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -21269014.000000 Penalty: 5952.092285
	Iteration 7Q: 3 clusters Score -2.126901e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -21271076.000000 Penalty: 5952.092285
	Iteration 8Q: 3 clusters Score -2.127108e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -21273432.000000 Penalty: 5952.092285
	Iteration 9Q: 3 clusters Score -2.127343e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -21276084.000000 Penalty: 5952.092285
	Iteration 10Q: 3 clusters Score -2.127608e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -21279146.000000 Penalty: 5952.092285
	Iteration 11Q: 3 clusters Score -2.127915e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -21282492.000000 Penalty: 5952.092285
	Iteration 12Q: 3 clusters Score -2.128249e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113247 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -21286868.000000 Penalty: 5952.092285
	Iteration 13F: 3 clusters Score -2.128687e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -21292404.000000 Penalty: 5952.092285
	Iteration 14F: 3 clusters Score -2.12924e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133112 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -21299420.000000 Penalty: 5952.092285
	Iteration 15F: 3 clusters Score -2.129942e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -21306712.000000 Penalty: 5952.092285
	Iteration 16F: 3 clusters Score -2.130671e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151170 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -21312628.000000 Penalty: 5952.092285
	Iteration 17Q: 3 clusters Score -2.131263e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -21316706.000000 Penalty: 5952.092285
	Iteration 18Q: 3 clusters Score -2.131671e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159709 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -21319056.000000 Penalty: 5952.092285
	Iteration 19Q: 3 clusters Score -2.131906e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21320066.000000 Penalty: 5952.092285
	Iteration 20F: 3 clusters Score -2.132007e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161734 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21320528.000000 Penalty: 5952.092285
	Iteration 21Q: 3 clusters Score -2.132053e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162009 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -21320764.000000 Penalty: 5952.092285
	Iteration 22Q: 3 clusters Score -2.132076e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162167 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21320926.000000 Penalty: 5952.092285
	Iteration 23Q: 3 clusters Score -2.132093e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162241 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21321004.000000 Penalty: 5952.092285
	Iteration 24Q: 3 clusters Score -2.1321e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162280 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21321052.000000 Penalty: 5952.092285
	Iteration 25Q: 3 clusters Score -2.132105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162304 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21321092.000000 Penalty: 5952.092285
	Iteration 26Q: 3 clusters Score -2.132109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162330 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21321124.000000 Penalty: 5952.092285
	Iteration 27Q: 3 clusters Score -2.132112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21321136.000000 Penalty: 5952.092285
	Iteration 28Q: 3 clusters Score -2.132114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162370 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21321174.000000 Penalty: 5952.092285
	Iteration 29Q: 3 clusters Score -2.132117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21321192.000000 Penalty: 5952.092285
	Iteration 30Q: 3 clusters Score -2.132119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21321210.000000 Penalty: 5952.092285
	Iteration 31Q: 3 clusters Score -2.132121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21321210.000000 Penalty: 5952.092285
	Iteration 32Q: 3 clusters Score -2.132121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21321216.000000 Penalty: 5952.092285
	Iteration 33Q: 3 clusters Score -2.132122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21321216.000000 Penalty: 5952.092285
	Iteration 34Q: 3 clusters Score -2.132122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21321212.000000 Penalty: 5952.092285
	Iteration 35Q: 3 clusters Score -2.132121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21321210.000000 Penalty: 5952.092285
	Iteration 36Q: 3 clusters Score -2.132121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21321212.000000 Penalty: 5952.092285
	Iteration 37Q: 3 clusters Score -2.132121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21321222.000000 Penalty: 5952.092285
	Iteration 38Q: 3 clusters Score -2.132122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21321222.000000 Penalty: 5952.092285
	Iteration 39F: 3 clusters Score -2.132122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1634531.500000 Penalty: 2343.577148
	Iteration 0F: 2 clusters Score -1634532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1625106.875000 Penalty: 4687.154297
	Iteration 0F: 3 clusters Score -1625107 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1628265.875000 Penalty: 4687.154297
	Iteration 1F: 3 clusters Score -1628266 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1629060.750000 Penalty: 4687.154297
	Iteration 2F: 3 clusters Score -1629061 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1629914.125000 Penalty: 4687.154297
	Iteration 3F: 3 clusters Score -1629914 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1630795.125000 Penalty: 4687.154297
	Iteration 4F: 3 clusters Score -1630795 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1631548.625000 Penalty: 4687.154297
	Iteration 5F: 3 clusters Score -1631549 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1632167.000000 Penalty: 4687.154297
	Iteration 6F: 3 clusters Score -1632167 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1632623.125000 Penalty: 4687.154297
	Iteration 7F: 3 clusters Score -1632623 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1632927.125000 Penalty: 4687.154297
	Iteration 8Q: 3 clusters Score -1632927 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1633161.000000 Penalty: 4687.154297
	Iteration 9Q: 3 clusters Score -1633161 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1633322.625000 Penalty: 4687.154297
	Iteration 10Q: 3 clusters Score -1633323 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1633430.250000 Penalty: 4687.154297
	Iteration 11Q: 3 clusters Score -1633430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1633505.750000 Penalty: 4687.154297
	Iteration 12Q: 3 clusters Score -1633506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1633565.375000 Penalty: 4687.154297
	Iteration 13Q: 3 clusters Score -1633565 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1633629.000000 Penalty: 4687.154297
	Iteration 14Q: 3 clusters Score -1633629 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1633665.000000 Penalty: 4687.154297
	Iteration 15Q: 3 clusters Score -1633665 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1633699.000000 Penalty: 4687.154297
	Iteration 16Q: 3 clusters Score -1633699 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1633732.000000 Penalty: 4687.154297
	Iteration 17Q: 3 clusters Score -1633732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1633761.000000 Penalty: 4687.154297
	Iteration 18Q: 3 clusters Score -1633761 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1633797.875000 Penalty: 4687.154297
	Iteration 19Q: 3 clusters Score -1633798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1633821.500000 Penalty: 4687.154297
	Iteration 20F: 3 clusters Score -1633822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1633843.375000 Penalty: 4687.154297
	Iteration 21Q: 3 clusters Score -1633843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1633859.250000 Penalty: 4687.154297
	Iteration 22Q: 3 clusters Score -1633859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1633883.875000 Penalty: 4687.154297
	Iteration 23Q: 3 clusters Score -1633884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1633904.500000 Penalty: 4687.154297
	Iteration 24Q: 3 clusters Score -1633904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1633903.000000 Penalty: 4687.154297
	Iteration 25Q: 3 clusters Score -1633903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1633921.875000 Penalty: 4687.154297
	Iteration 26Q: 3 clusters Score -1633922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1633924.500000 Penalty: 4687.154297
	Iteration 27Q: 3 clusters Score -1633924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1633928.875000 Penalty: 4687.154297
	Iteration 28Q: 3 clusters Score -1633929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1633934.625000 Penalty: 4687.154297
	Iteration 29Q: 3 clusters Score -1633935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1633937.125000 Penalty: 4687.154297
	Iteration 30Q: 3 clusters Score -1633937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1633936.125000 Penalty: 4687.154297
	Iteration 31Q: 3 clusters Score -1633936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1633938.750000 Penalty: 4687.154297
	Iteration 32Q: 3 clusters Score -1633939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1633944.750000 Penalty: 4687.154297
	Iteration 33Q: 3 clusters Score -1633945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1633944.125000 Penalty: 4687.154297
	Iteration 34Q: 3 clusters Score -1633944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1633948.625000 Penalty: 4687.154297
	Iteration 35Q: 3 clusters Score -1633949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1633948.375000 Penalty: 4687.154297
	Iteration 36Q: 3 clusters Score -1633948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1633948.875000 Penalty: 4687.154297
	Iteration 37Q: 3 clusters Score -1633949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1633949.750000 Penalty: 4687.154297
	Iteration 38Q: 3 clusters Score -1633950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1633946.375000 Penalty: 4687.154297
	Iteration 39Q: 3 clusters Score -1633946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1633950.125000 Penalty: 4687.154297
	Iteration 40F: 3 clusters Score -1633950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1633956.125000 Penalty: 4687.154297
	Iteration 41Q: 3 clusters Score -1633956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1633956.250000 Penalty: 4687.154297
	Iteration 42Q: 3 clusters Score -1633956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1633952.500000 Penalty: 4687.154297
	Iteration 43Q: 3 clusters Score -1633952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1633955.750000 Penalty: 4687.154297
	Iteration 44Q: 3 clusters Score -1633956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1633960.375000 Penalty: 4687.154297
	Iteration 45Q: 3 clusters Score -1633960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1633960.750000 Penalty: 4687.154297
	Iteration 46Q: 3 clusters Score -1633961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1633960.250000 Penalty: 4687.154297
	Iteration 47Q: 3 clusters Score -1633960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1633965.500000 Penalty: 4687.154297
	Iteration 48Q: 3 clusters Score -1633966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1633965.750000 Penalty: 4687.154297
	Iteration 49Q: 3 clusters Score -1633966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1633967.500000 Penalty: 4687.154297
	Iteration 50Q: 3 clusters Score -1633968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1633973.125000 Penalty: 4687.154297
	Iteration 51Q: 3 clusters Score -1633973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1633973.625000 Penalty: 4687.154297
	Iteration 52Q: 3 clusters Score -1633974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1633979.250000 Penalty: 4687.154297
	Iteration 53Q: 3 clusters Score -1633979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1633980.125000 Penalty: 4687.154297
	Iteration 54Q: 3 clusters Score -1633980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1633983.500000 Penalty: 4687.154297
	Iteration 55Q: 3 clusters Score -1633984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1633980.375000 Penalty: 4687.154297
	Iteration 56Q: 3 clusters Score -1633980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1633981.375000 Penalty: 4687.154297
	Iteration 57Q: 3 clusters Score -1633981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1633985.250000 Penalty: 4687.154297
	Iteration 58Q: 3 clusters Score -1633985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1633984.000000 Penalty: 4687.154297
	Iteration 59Q: 3 clusters Score -1633984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1633986.625000 Penalty: 4687.154297
	Iteration 60F: 3 clusters Score -1633987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1633988.250000 Penalty: 4687.154297
	Iteration 61Q: 3 clusters Score -1633988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1633987.500000 Penalty: 4687.154297
	Iteration 62Q: 3 clusters Score -1633988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1633989.125000 Penalty: 4687.154297
	Iteration 63Q: 3 clusters Score -1633989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1633989.500000 Penalty: 4687.154297
	Iteration 64Q: 3 clusters Score -1633990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1633989.500000 Penalty: 4687.154297
	Iteration 65Q: 3 clusters Score -1633990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1633987.500000 Penalty: 4687.154297
	Iteration 66Q: 3 clusters Score -1633988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1633986.500000 Penalty: 4687.154297
	Iteration 67Q: 3 clusters Score -1633986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1633987.875000 Penalty: 4687.154297
	Iteration 68Q: 3 clusters Score -1633988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1633987.875000 Penalty: 4687.154297
	Iteration 69Q: 3 clusters Score -1633988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1633989.375000 Penalty: 4687.154297
	Iteration 70Q: 3 clusters Score -1633989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1633992.375000 Penalty: 4687.154297
	Iteration 71Q: 3 clusters Score -1633992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1633992.375000 Penalty: 4687.154297
	Iteration 72F: 3 clusters Score -1633992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (117548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Entering Unmasked Estep 
Score: -15351512.000000 Penalty: 2895.301514
	Iteration 0F: 2 clusters Score -1.535151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -15272807.000000 Penalty: 5790.603027
	Iteration 0F: 3 clusters Score -1.527281e+07 nChanged 56041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -15304826.000000 Penalty: 5790.603027
	Iteration 1F: 3 clusters Score -1.530483e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -15305458.000000 Penalty: 5790.603027
	Iteration 2Q: 3 clusters Score -1.530546e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -15306111.000000 Penalty: 5790.603027
	Iteration 3Q: 3 clusters Score -1.530611e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -15307044.000000 Penalty: 5790.603027
	Iteration 4Q: 3 clusters Score -1.530704e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -15308091.000000 Penalty: 5790.603027
	Iteration 5Q: 3 clusters Score -1.530809e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -15309473.000000 Penalty: 5790.603027
	Iteration 6Q: 3 clusters Score -1.530947e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -15311223.000000 Penalty: 5790.603027
	Iteration 7Q: 3 clusters Score -1.531122e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -15313679.000000 Penalty: 5790.603027
	Iteration 8Q: 3 clusters Score -1.531368e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -15317212.000000 Penalty: 5790.603027
	Iteration 9F: 3 clusters Score -1.531721e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -15321826.000000 Penalty: 5790.603027
	Iteration 10F: 3 clusters Score -1.532183e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -15327031.000000 Penalty: 5790.603027
	Iteration 11F: 3 clusters Score -1.532703e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -15332687.000000 Penalty: 5790.603027
	Iteration 12F: 3 clusters Score -1.533269e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -15337564.000000 Penalty: 5790.603027
	Iteration 13F: 3 clusters Score -1.533756e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -15341398.000000 Penalty: 5790.603027
	Iteration 14Q: 3 clusters Score -1.53414e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -15344074.000000 Penalty: 5790.603027
	Iteration 15Q: 3 clusters Score -1.534407e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -15345902.000000 Penalty: 5790.603027
	Iteration 16Q: 3 clusters Score -1.53459e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 111136 members 
Entering Unmasked Estep 
Score: -15347045.000000 Penalty: 5790.603027
	Iteration 17Q: 3 clusters Score -1.534704e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -15347740.000000 Penalty: 5790.603027
	Iteration 18Q: 3 clusters Score -1.534774e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -15348225.000000 Penalty: 5790.603027
	Iteration 19Q: 3 clusters Score -1.534822e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -15348538.000000 Penalty: 5790.603027
	Iteration 20F: 3 clusters Score -1.534854e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -15348677.000000 Penalty: 5790.603027
	Iteration 21Q: 3 clusters Score -1.534868e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -15348867.000000 Penalty: 5790.603027
	Iteration 22Q: 3 clusters Score -1.534887e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -15348979.000000 Penalty: 5790.603027
	Iteration 23Q: 3 clusters Score -1.534898e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -15349043.000000 Penalty: 5790.603027
	Iteration 24Q: 3 clusters Score -1.534904e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 115539 members 
Entering Unmasked Estep 
Score: -15349119.000000 Penalty: 5790.603027
	Iteration 25Q: 3 clusters Score -1.534912e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -15349193.000000 Penalty: 5790.603027
	Iteration 26Q: 3 clusters Score -1.534919e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -15349225.000000 Penalty: 5790.603027
	Iteration 27Q: 3 clusters Score -1.534922e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -15349252.000000 Penalty: 5790.603027
	Iteration 28Q: 3 clusters Score -1.534925e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -15349274.000000 Penalty: 5790.603027
	Iteration 29Q: 3 clusters Score -1.534927e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -15349277.000000 Penalty: 5790.603027
	Iteration 30Q: 3 clusters Score -1.534928e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -15349286.000000 Penalty: 5790.603027
	Iteration 31Q: 3 clusters Score -1.534929e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -15349324.000000 Penalty: 5790.603027
	Iteration 32Q: 3 clusters Score -1.534932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -15349344.000000 Penalty: 5790.603027
	Iteration 33Q: 3 clusters Score -1.534934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -15349360.000000 Penalty: 5790.603027
	Iteration 34Q: 3 clusters Score -1.534936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -15349350.000000 Penalty: 5790.603027
	Iteration 35Q: 3 clusters Score -1.534935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -15349374.000000 Penalty: 5790.603027
	Iteration 36Q: 3 clusters Score -1.534937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -15349382.000000 Penalty: 5790.603027
	Iteration 37Q: 3 clusters Score -1.534938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -15349375.000000 Penalty: 5790.603027
	Iteration 38Q: 3 clusters Score -1.534938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -15349381.000000 Penalty: 5790.603027
	Iteration 39Q: 3 clusters Score -1.534938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -15349386.000000 Penalty: 5790.603027
	Iteration 40F: 3 clusters Score -1.534939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 116090 members 
Entering Unmasked Estep 
Score: -15349385.000000 Penalty: 5790.603027
	Iteration 41Q: 3 clusters Score -1.534938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -15349391.000000 Penalty: 5790.603027
	Iteration 42Q: 3 clusters Score -1.534939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -15349392.000000 Penalty: 5790.603027
	Iteration 43Q: 3 clusters Score -1.534939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -15349392.000000 Penalty: 5790.603027
	Iteration 44Q: 3 clusters Score -1.534939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -15349389.000000 Penalty: 5790.603027
	Iteration 45Q: 3 clusters Score -1.534939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
Score: -15349402.000000 Penalty: 5790.603027
	Iteration 46Q: 3 clusters Score -1.53494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -15349403.000000 Penalty: 5790.603027
	Iteration 47Q: 3 clusters Score -1.53494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
Score: -15349409.000000 Penalty: 5790.603027
	Iteration 48Q: 3 clusters Score -1.534941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -15349406.000000 Penalty: 5790.603027
	Iteration 49Q: 3 clusters Score -1.534941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -15349404.000000 Penalty: 5790.603027
	Iteration 50Q: 3 clusters Score -1.53494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 116121 members 
Entering Unmasked Estep 
Score: -15349404.000000 Penalty: 5790.603027
	Iteration 51Q: 3 clusters Score -1.53494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
Score: -15349405.000000 Penalty: 5790.603027
	Iteration 52Q: 3 clusters Score -1.53494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 116126 members 
Entering Unmasked Estep 
Score: -15349408.000000 Penalty: 5790.603027
	Iteration 53Q: 3 clusters Score -1.534941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -15349416.000000 Penalty: 5790.603027
	Iteration 54Q: 3 clusters Score -1.534942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -15349409.000000 Penalty: 5790.603027
	Iteration 55Q: 3 clusters Score -1.534941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 116132 members 
Entering Unmasked Estep 
Score: -15349407.000000 Penalty: 5790.603027
	Iteration 56Q: 3 clusters Score -1.534941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -15349415.000000 Penalty: 5790.603027
	Iteration 57Q: 3 clusters Score -1.534942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -15349418.000000 Penalty: 5790.603027
	Iteration 58Q: 3 clusters Score -1.534942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -15349405.000000 Penalty: 5790.603027
	Iteration 59Q: 3 clusters Score -1.53494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 116138 members 
Entering Unmasked Estep 
Score: -15349404.000000 Penalty: 5790.603027
	Iteration 60F: 3 clusters Score -1.53494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -15349399.000000 Penalty: 5790.603027
	Iteration 61Q: 3 clusters Score -1.53494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -15349409.000000 Penalty: 5790.603027
	Iteration 62Q: 3 clusters Score -1.534941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -15349405.000000 Penalty: 5790.603027
	Iteration 63Q: 3 clusters Score -1.53494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -15349414.000000 Penalty: 5790.603027
	Iteration 64Q: 3 clusters Score -1.534941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -15349421.000000 Penalty: 5790.603027
	Iteration 65Q: 3 clusters Score -1.534942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -15349425.000000 Penalty: 5790.603027
	Iteration 66Q: 3 clusters Score -1.534942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 116158 members 
Entering Unmasked Estep 
Score: -15349426.000000 Penalty: 5790.603027
	Iteration 67Q: 3 clusters Score -1.534943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -15349426.000000 Penalty: 5790.603027
	Iteration 68Q: 3 clusters Score -1.534943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -15349426.000000 Penalty: 5790.603027
	Iteration 69Q: 3 clusters Score -1.534943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 116174 members 
Entering Unmasked Estep 
Score: -15349418.000000 Penalty: 5790.603027
	Iteration 70Q: 3 clusters Score -1.534942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -15349426.000000 Penalty: 5790.603027
	Iteration 71Q: 3 clusters Score -1.534943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -15349428.000000 Penalty: 5790.603027
	Iteration 72Q: 3 clusters Score -1.534943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -15349428.000000 Penalty: 5790.603027
	Iteration 73F: 3 clusters Score -1.534943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -111775.625000 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -111775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109950.304688 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -109950.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110230.421875 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -110230.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -110308.937500 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -110308.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110349.406250 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -110349.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -110377.609375 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -110377.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110411.984375 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -110412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110429.867188 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -110429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110438.062500 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -110438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110443.140625 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -110443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110448.195312 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -110448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110458.101562 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -110458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110461.882812 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -110461.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110471.453125 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -110471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110480.382812 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -110480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110485.328125 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -110485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -110488.742188 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -110488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110489.578125 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -110489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110489.578125 Penalty: 3362.277344
	Iteration 17F: 3 clusters Score -110489.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -301984.250000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -301984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -299027.625000 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -299027.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -299634.843750 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -299634.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -299883.312500 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -299883.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -300053.875000 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -300053.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -300185.593750 Penalty: 3893.264648
	Iteration 4F: 3 clusters Score -300185.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -300296.500000 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -300296.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -300402.125000 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -300402.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -300518.500000 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -300518.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -300680.093750 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -300680.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -300877.625000 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -300877.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -301018.375000 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -301018.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -301109.593750 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -301109.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -301172.656250 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -301172.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -301228.812500 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -301228.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -301264.437500 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -301264.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301295.812500 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -301295.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301334.468750 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -301334.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -301360.468750 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -301360.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -301373.968750 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -301374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -301383.625000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -301383.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -301404.812500 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -301404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -301420.218750 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -301420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -301429.500000 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -301429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -301436.000000 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -301436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -301448.406250 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -301448.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -301465.750000 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -301465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -301485.343750 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -301485.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -301525.937500 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -301525.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -301626.281250 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -301626.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -301704.625000 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -301704.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -301760.593750 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -301760.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -301804.531250 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -301804.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -301823.562500 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -301823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -301832.937500 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -301832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -301839.156250 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -301839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -301842.437500 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -301842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -301843.500000 Penalty: 3893.264648
	Iteration 36Q: 3 clusters Score -301843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -301847.750000 Penalty: 3893.264648
	Iteration 37Q: 3 clusters Score -301847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301850.593750 Penalty: 3893.264648
	Iteration 38Q: 3 clusters Score -301850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301850.687500 Penalty: 3893.264648
	Iteration 39F: 3 clusters Score -301850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -301853.062500 Penalty: 3893.264648
	Iteration 40F: 3 clusters Score -301853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -301854.031250 Penalty: 3893.264648
	Iteration 41Q: 3 clusters Score -301854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -301854.031250 Penalty: 3893.264648
	Iteration 42F: 3 clusters Score -301854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -773488.875000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -773488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -768289.750000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -768289.8 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -769819.000000 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -769819 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -770155.125000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -770155.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -770418.812500 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -770418.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -770685.750000 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -770685.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -770953.187500 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -770953.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -771210.875000 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -771210.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -771506.187500 Penalty: 4326.964844
	Iteration 7F: 3 clusters Score -771506.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -771717.000000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -771717 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -771842.062500 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -771842.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -771920.625000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -771920.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -771974.750000 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -771974.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -772018.750000 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -772018.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -772042.437500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -772042.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -772057.125000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -772057.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -772067.437500 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -772067.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -772075.812500 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -772075.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -772083.125000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -772083.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -772088.937500 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -772088.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -772092.687500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -772092.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -772097.500000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -772097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -772101.000000 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -772101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -772104.625000 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -772104.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -772108.187500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -772108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -772110.250000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -772110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -772109.500000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -772109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -772108.812500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -772108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -772111.000000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -772111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -772111.000000 Penalty: 4326.964844
	Iteration 28F: 3 clusters Score -772111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -594158.312500 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -594158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -589701.187500 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -589701.2 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -591031.062500 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -591031.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -591456.750000 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -591456.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -591796.875000 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -591796.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -592079.187500 Penalty: 4217.535156
	Iteration 4F: 3 clusters Score -592079.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -592249.375000 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -592249.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -592364.875000 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -592364.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -592455.750000 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -592455.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -592510.687500 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -592510.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -592541.000000 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -592541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -592559.500000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -592559.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -592576.125000 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -592576.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -592591.125000 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -592591.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -592598.750000 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -592598.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -592604.750000 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -592604.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -592609.437500 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -592609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -592617.062500 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -592617.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -592621.687500 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -592621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -592625.750000 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -592625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -592630.062500 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -592630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -592636.125000 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -592636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -592642.000000 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -592642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -592645.500000 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -592645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -592648.937500 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -592648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -592650.312500 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -592650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -592650.437500 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -592650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -592652.062500 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -592652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -592652.062500 Penalty: 4217.535156
	Iteration 27F: 3 clusters Score -592652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -69019.359375 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -69019.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67518.648438 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -67518.65 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68337.867188 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -68337.87 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69159.640625 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -69159.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69610.859375 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -69610.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -69663.218750 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -69663.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69672.187500 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -69672.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69672.187500 Penalty: 3189.940186
	Iteration 6F: 3 clusters Score -69672.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 465 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Mstep: Class 42 contains 156 members 
Entering Unmasked Estep 
Score: -111267040.000000 Penalty: 142600.890625
Splitting cluster 39 changes total score from -111268072.000000 to -111267040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1561097.875000 Penalty: 2330.040527
	Iteration 0F: 2 clusters Score -1561098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1552102.250000 Penalty: 4660.081055
	Iteration 0F: 3 clusters Score -1552102 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1554762.625000 Penalty: 4660.081055
	Iteration 1F: 3 clusters Score -1554763 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1555054.625000 Penalty: 4660.081055
	Iteration 2F: 3 clusters Score -1555055 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1555260.375000 Penalty: 4660.081055
	Iteration 3Q: 3 clusters Score -1555260 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1555431.500000 Penalty: 4660.081055
	Iteration 4Q: 3 clusters Score -1555432 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1555594.875000 Penalty: 4660.081055
	Iteration 5Q: 3 clusters Score -1555595 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1555746.625000 Penalty: 4660.081055
	Iteration 6Q: 3 clusters Score -1555747 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1555900.125000 Penalty: 4660.081055
	Iteration 7Q: 3 clusters Score -1555900 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1556093.750000 Penalty: 4660.081055
	Iteration 8Q: 3 clusters Score -1556094 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1556326.875000 Penalty: 4660.081055
	Iteration 9Q: 3 clusters Score -1556327 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1556612.000000 Penalty: 4660.081055
	Iteration 10Q: 3 clusters Score -1556612 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1556937.750000 Penalty: 4660.081055
	Iteration 11Q: 3 clusters Score -1556938 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1557310.375000 Penalty: 4660.081055
	Iteration 12Q: 3 clusters Score -1557310 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1557686.250000 Penalty: 4660.081055
	Iteration 13Q: 3 clusters Score -1557686 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1558011.125000 Penalty: 4660.081055
	Iteration 14Q: 3 clusters Score -1558011 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1558260.500000 Penalty: 4660.081055
	Iteration 15Q: 3 clusters Score -1558260 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1558454.250000 Penalty: 4660.081055
	Iteration 16Q: 3 clusters Score -1558454 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1558581.875000 Penalty: 4660.081055
	Iteration 17Q: 3 clusters Score -1558582 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1558698.250000 Penalty: 4660.081055
	Iteration 18Q: 3 clusters Score -1558698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1558776.500000 Penalty: 4660.081055
	Iteration 19Q: 3 clusters Score -1558776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1558850.250000 Penalty: 4660.081055
	Iteration 20F: 3 clusters Score -1558850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1558903.375000 Penalty: 4660.081055
	Iteration 21Q: 3 clusters Score -1558903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1558929.750000 Penalty: 4660.081055
	Iteration 22Q: 3 clusters Score -1558930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1558944.375000 Penalty: 4660.081055
	Iteration 23Q: 3 clusters Score -1558944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1558970.125000 Penalty: 4660.081055
	Iteration 24Q: 3 clusters Score -1558970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1558986.375000 Penalty: 4660.081055
	Iteration 25Q: 3 clusters Score -1558986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1559001.625000 Penalty: 4660.081055
	Iteration 26Q: 3 clusters Score -1559002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1559008.125000 Penalty: 4660.081055
	Iteration 27Q: 3 clusters Score -1559008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1559022.000000 Penalty: 4660.081055
	Iteration 28Q: 3 clusters Score -1559022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1559033.125000 Penalty: 4660.081055
	Iteration 29Q: 3 clusters Score -1559033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1559038.500000 Penalty: 4660.081055
	Iteration 30Q: 3 clusters Score -1559038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1559041.000000 Penalty: 4660.081055
	Iteration 31Q: 3 clusters Score -1559041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1559044.875000 Penalty: 4660.081055
	Iteration 32Q: 3 clusters Score -1559045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1559047.750000 Penalty: 4660.081055
	Iteration 33Q: 3 clusters Score -1559048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1559050.125000 Penalty: 4660.081055
	Iteration 34Q: 3 clusters Score -1559050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1559050.625000 Penalty: 4660.081055
	Iteration 35Q: 3 clusters Score -1559051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1559050.250000 Penalty: 4660.081055
	Iteration 36Q: 3 clusters Score -1559050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1559050.375000 Penalty: 4660.081055
	Iteration 37Q: 3 clusters Score -1559050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1559050.625000 Penalty: 4660.081055
	Iteration 38Q: 3 clusters Score -1559051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1559053.625000 Penalty: 4660.081055
	Iteration 39Q: 3 clusters Score -1559054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1559054.000000 Penalty: 4660.081055
	Iteration 40F: 3 clusters Score -1559054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1559054.125000 Penalty: 4660.081055
	Iteration 41Q: 3 clusters Score -1559054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1559056.000000 Penalty: 4660.081055
	Iteration 42Q: 3 clusters Score -1559056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1559056.000000 Penalty: 4660.081055
	Iteration 43F: 3 clusters Score -1559056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Entering Unmasked Estep 
Score: -10826862.000000 Penalty: 2809.613281
	Iteration 0F: 2 clusters Score -1.082686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -10771174.000000 Penalty: 5619.226562
	Iteration 0F: 3 clusters Score -1.077117e+07 nChanged 39159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -10793653.000000 Penalty: 5619.226562
	Iteration 1F: 3 clusters Score -1.079365e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -10794486.000000 Penalty: 5619.226562
	Iteration 2Q: 3 clusters Score -1.079449e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -10795562.000000 Penalty: 5619.226562
	Iteration 3Q: 3 clusters Score -1.079556e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -10796898.000000 Penalty: 5619.226562
	Iteration 4Q: 3 clusters Score -1.07969e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -10799054.000000 Penalty: 5619.226562
	Iteration 5F: 3 clusters Score -1.079905e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -10802451.000000 Penalty: 5619.226562
	Iteration 6F: 3 clusters Score -1.080245e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -10806984.000000 Penalty: 5619.226562
	Iteration 7F: 3 clusters Score -1.080698e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -10812253.000000 Penalty: 5619.226562
	Iteration 8F: 3 clusters Score -1.081225e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -10816704.000000 Penalty: 5619.226562
	Iteration 9F: 3 clusters Score -1.08167e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -10819762.000000 Penalty: 5619.226562
	Iteration 10Q: 3 clusters Score -1.081976e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -10821730.000000 Penalty: 5619.226562
	Iteration 11Q: 3 clusters Score -1.082173e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -10822968.000000 Penalty: 5619.226562
	Iteration 12Q: 3 clusters Score -1.082297e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10823706.000000 Penalty: 5619.226562
	Iteration 13Q: 3 clusters Score -1.082371e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10824065.000000 Penalty: 5619.226562
	Iteration 14Q: 3 clusters Score -1.082406e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10824302.000000 Penalty: 5619.226562
	Iteration 15Q: 3 clusters Score -1.08243e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10824426.000000 Penalty: 5619.226562
	Iteration 16Q: 3 clusters Score -1.082443e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10824555.000000 Penalty: 5619.226562
	Iteration 17Q: 3 clusters Score -1.082456e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10824620.000000 Penalty: 5619.226562
	Iteration 18Q: 3 clusters Score -1.082462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10824657.000000 Penalty: 5619.226562
	Iteration 19Q: 3 clusters Score -1.082466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10824686.000000 Penalty: 5619.226562
	Iteration 20F: 3 clusters Score -1.082469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10824719.000000 Penalty: 5619.226562
	Iteration 21Q: 3 clusters Score -1.082472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10824715.000000 Penalty: 5619.226562
	Iteration 22Q: 3 clusters Score -1.082472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10824719.000000 Penalty: 5619.226562
	Iteration 23Q: 3 clusters Score -1.082472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10824726.000000 Penalty: 5619.226562
	Iteration 24Q: 3 clusters Score -1.082473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10824736.000000 Penalty: 5619.226562
	Iteration 25Q: 3 clusters Score -1.082474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10824726.000000 Penalty: 5619.226562
	Iteration 26Q: 3 clusters Score -1.082473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10824734.000000 Penalty: 5619.226562
	Iteration 27Q: 3 clusters Score -1.082473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10824734.000000 Penalty: 5619.226562
	Iteration 28F: 3 clusters Score -1.082473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162785 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12032 members 
Mstep: Class 41 contains 83207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268040.000000 Penalty: 139205.625000
Iteration 239Q: 42 clusters Score -1.11268e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162787 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268040.000000 Penalty: 139205.625000
Iteration 240F: 42 clusters Score -1.11268e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162787 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117548 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268040.000000 Penalty: 139205.625000
Iteration 241Q: 42 clusters Score -1.11268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 162788 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117546 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 139205.625000
Iteration 242Q: 42 clusters Score -1.112681e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162790 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117546 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 139205.625000
Iteration 243Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89766 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9316 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3378 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162792 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 139205.625000
Iteration 244Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89766 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9320 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4930 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 139205.625000
Iteration 245Q: 42 clusters Score -1.112681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45844 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4931 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268064.000000 Penalty: 139205.625000
Iteration 246Q: 42 clusters Score -1.112681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117547 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268064.000000 Penalty: 139205.625000
Iteration 247Q: 42 clusters Score -1.112681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268064.000000 Penalty: 139205.625000
Iteration 248Q: 42 clusters Score -1.112681e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268064.000000 Penalty: 139205.625000
Iteration 249F: 42 clusters Score -1.112681e+08 nChanged 0
Entering ConstructFrom: 
Score: -111268064.000000 Penalty: 139205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -219648.906250 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -219648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -217214.593750 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -217214.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -217649.859375 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -217649.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217768.375000 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -217768.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -217821.578125 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -217821.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217854.281250 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -217854.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217877.671875 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -217877.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -217894.765625 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -217894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217908.265625 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -217908.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -217915.359375 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -217915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217923.109375 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -217923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -217926.781250 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -217926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -217931.265625 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -217931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217934.859375 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -217934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217935.093750 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -217935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217935.093750 Penalty: 3687.098633
	Iteration 14F: 3 clusters Score -217935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -223772.296875 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -223772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -221226.312500 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -221226.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -222492.437500 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -222492.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -223220.031250 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -223220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223792.187500 Penalty: 3788.785156
	Iteration 3F: 3 clusters Score -223792.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -224052.734375 Penalty: 3788.785156
	Iteration 4F: 3 clusters Score -224052.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -224174.953125 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -224175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -224227.171875 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -224227.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -224256.500000 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -224256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -224281.265625 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -224281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224286.218750 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -224286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224286.859375 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -224286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224286.859375 Penalty: 3788.785156
	Iteration 11F: 3 clusters Score -224286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Mstep: Class 42 contains 1374 members 
Entering Unmasked Estep 
Score: -111267152.000000 Penalty: 142600.890625
Splitting cluster 2 changes total score from -111268064.000000 to -111267152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Entering Unmasked Estep 
Score: -1738365.500000 Penalty: 2360.128662
	Iteration 0F: 2 clusters Score -1738366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1728456.250000 Penalty: 4720.257324
	Iteration 0F: 3 clusters Score -1728456 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1731638.000000 Penalty: 4720.257324
	Iteration 1F: 3 clusters Score -1731638 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1732099.000000 Penalty: 4720.257324
	Iteration 2F: 3 clusters Score -1732099 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1732549.375000 Penalty: 4720.257324
	Iteration 3F: 3 clusters Score -1732549 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1732996.750000 Penalty: 4720.257324
	Iteration 4F: 3 clusters Score -1732997 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1733453.000000 Penalty: 4720.257324
	Iteration 5F: 3 clusters Score -1733453 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1733931.625000 Penalty: 4720.257324
	Iteration 6F: 3 clusters Score -1733932 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1734508.750000 Penalty: 4720.257324
	Iteration 7F: 3 clusters Score -1734509 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1735155.625000 Penalty: 4720.257324
	Iteration 8F: 3 clusters Score -1735156 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1735813.625000 Penalty: 4720.257324
	Iteration 9F: 3 clusters Score -1735814 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1736368.750000 Penalty: 4720.257324
	Iteration 10F: 3 clusters Score -1736369 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1736703.250000 Penalty: 4720.257324
	Iteration 11Q: 3 clusters Score -1736703 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1736931.125000 Penalty: 4720.257324
	Iteration 12Q: 3 clusters Score -1736931 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1737076.000000 Penalty: 4720.257324
	Iteration 13Q: 3 clusters Score -1737076 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1737176.250000 Penalty: 4720.257324
	Iteration 14Q: 3 clusters Score -1737176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1737277.375000 Penalty: 4720.257324
	Iteration 15Q: 3 clusters Score -1737277 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1737344.375000 Penalty: 4720.257324
	Iteration 16Q: 3 clusters Score -1737344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1737399.375000 Penalty: 4720.257324
	Iteration 17Q: 3 clusters Score -1737399 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1737427.500000 Penalty: 4720.257324
	Iteration 18Q: 3 clusters Score -1737428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1737450.500000 Penalty: 4720.257324
	Iteration 19Q: 3 clusters Score -1737450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1737466.875000 Penalty: 4720.257324
	Iteration 20F: 3 clusters Score -1737467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1737488.125000 Penalty: 4720.257324
	Iteration 21Q: 3 clusters Score -1737488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1737495.625000 Penalty: 4720.257324
	Iteration 22Q: 3 clusters Score -1737496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1737507.125000 Penalty: 4720.257324
	Iteration 23Q: 3 clusters Score -1737507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1737511.000000 Penalty: 4720.257324
	Iteration 24Q: 3 clusters Score -1737511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1737520.125000 Penalty: 4720.257324
	Iteration 25Q: 3 clusters Score -1737520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1737522.875000 Penalty: 4720.257324
	Iteration 26Q: 3 clusters Score -1737523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1737525.000000 Penalty: 4720.257324
	Iteration 27Q: 3 clusters Score -1737525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1737527.375000 Penalty: 4720.257324
	Iteration 28Q: 3 clusters Score -1737527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1737527.375000 Penalty: 4720.257324
	Iteration 29Q: 3 clusters Score -1737527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1737534.500000 Penalty: 4720.257324
	Iteration 30Q: 3 clusters Score -1737534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1737532.000000 Penalty: 4720.257324
	Iteration 31Q: 3 clusters Score -1737532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1737535.250000 Penalty: 4720.257324
	Iteration 32Q: 3 clusters Score -1737535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1737537.375000 Penalty: 4720.257324
	Iteration 33Q: 3 clusters Score -1737537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1737538.875000 Penalty: 4720.257324
	Iteration 34Q: 3 clusters Score -1737539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1737541.500000 Penalty: 4720.257324
	Iteration 35Q: 3 clusters Score -1737542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1737543.000000 Penalty: 4720.257324
	Iteration 36Q: 3 clusters Score -1737543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1737543.250000 Penalty: 4720.257324
	Iteration 37Q: 3 clusters Score -1737543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1737543.750000 Penalty: 4720.257324
	Iteration 38Q: 3 clusters Score -1737544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1737542.500000 Penalty: 4720.257324
	Iteration 39Q: 3 clusters Score -1737542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1737544.375000 Penalty: 4720.257324
	Iteration 40F: 3 clusters Score -1737544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1737548.250000 Penalty: 4720.257324
	Iteration 41Q: 3 clusters Score -1737548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1737545.125000 Penalty: 4720.257324
	Iteration 42Q: 3 clusters Score -1737545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1737545.125000 Penalty: 4720.257324
	Iteration 43F: 3 clusters Score -1737545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -145920.812500 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -145920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143895.968750 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -143896 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144303.718750 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -144303.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144500.937500 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -144500.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144627.234375 Penalty: 3517.916504
	Iteration 3F: 3 clusters Score -144627.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -144727.125000 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -144727.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -144795.312500 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -144795.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144850.750000 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -144850.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144890.484375 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -144890.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -144925.000000 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -144925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144961.640625 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -144961.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145008.796875 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -145008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145040.328125 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -145040.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145073.765625 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -145073.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145134.875000 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -145134.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145245.156250 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -145245.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -145322.953125 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -145323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145380.078125 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -145380.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -145516.343750 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -145516.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145713.734375 Penalty: 3517.916504
	Iteration 18Q: 3 clusters Score -145713.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145738.718750 Penalty: 3517.916504
	Iteration 19Q: 3 clusters Score -145738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145759.859375 Penalty: 3517.916504
	Iteration 20F: 3 clusters Score -145759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145780.625000 Penalty: 3517.916504
	Iteration 21Q: 3 clusters Score -145780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145799.953125 Penalty: 3517.916504
	Iteration 22Q: 3 clusters Score -145800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145809.984375 Penalty: 3517.916504
	Iteration 23Q: 3 clusters Score -145810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145823.203125 Penalty: 3517.916504
	Iteration 24Q: 3 clusters Score -145823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145832.203125 Penalty: 3517.916504
	Iteration 25Q: 3 clusters Score -145832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145841.187500 Penalty: 3517.916504
	Iteration 26Q: 3 clusters Score -145841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145850.765625 Penalty: 3517.916504
	Iteration 27Q: 3 clusters Score -145850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145857.984375 Penalty: 3517.916504
	Iteration 28Q: 3 clusters Score -145858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145865.875000 Penalty: 3517.916504
	Iteration 29Q: 3 clusters Score -145865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -145874.562500 Penalty: 3517.916504
	Iteration 30Q: 3 clusters Score -145874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145884.546875 Penalty: 3517.916504
	Iteration 31Q: 3 clusters Score -145884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -145897.296875 Penalty: 3517.916504
	Iteration 32Q: 3 clusters Score -145897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -145909.984375 Penalty: 3517.916504
	Iteration 33Q: 3 clusters Score -145910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -145915.171875 Penalty: 3517.916504
	Iteration 34Q: 3 clusters Score -145915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145921.281250 Penalty: 3517.916504
	Iteration 35Q: 3 clusters Score -145921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145924.781250 Penalty: 3517.916504
	Iteration 36Q: 3 clusters Score -145924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -145927.093750 Penalty: 3517.916504
	Iteration 37Q: 3 clusters Score -145927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -145927.843750 Penalty: 3517.916504
	Iteration 38F: 3 clusters Score -145927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -145929.890625 Penalty: 3517.916504
	Iteration 39Q: 3 clusters Score -145929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -145933.828125 Penalty: 3517.916504
	Iteration 40F: 3 clusters Score -145933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 721 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Mstep: Class 42 contains 482 members 
Entering Unmasked Estep 
Score: -111266464.000000 Penalty: 142600.890625
Splitting cluster 4 changes total score from -111268064.000000 to -111266464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -265060.437500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -265060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262191.875000 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -262191.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -262768.187500 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -262768.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -262981.031250 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -262981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -263096.468750 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -263096.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -263179.000000 Penalty: 3851.511719
	Iteration 4Q: 3 clusters Score -263179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263238.968750 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -263239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263291.406250 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -263291.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -263321.875000 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -263321.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263353.843750 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -263353.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263380.562500 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -263380.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263403.812500 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -263403.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -263422.937500 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -263422.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -263442.593750 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -263442.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -263457.562500 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -263457.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -263475.062500 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -263475.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263487.218750 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -263487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -263496.187500 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -263496.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263505.500000 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -263505.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -263516.156250 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -263516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263526.906250 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -263526.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263542.906250 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -263542.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263560.500000 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -263560.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -263574.375000 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -263574.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -263583.812500 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -263583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -263593.125000 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -263593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -263606.875000 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -263606.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -263619.687500 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -263619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -263627.593750 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -263627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -263630.468750 Penalty: 3851.511719
	Iteration 28Q: 3 clusters Score -263630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -263634.718750 Penalty: 3851.511719
	Iteration 29Q: 3 clusters Score -263634.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -263637.812500 Penalty: 3851.511719
	Iteration 30Q: 3 clusters Score -263637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -263639.906250 Penalty: 3851.511719
	Iteration 31Q: 3 clusters Score -263639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -263643.312500 Penalty: 3851.511719
	Iteration 32Q: 3 clusters Score -263643.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263651.468750 Penalty: 3851.511719
	Iteration 33Q: 3 clusters Score -263651.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263654.250000 Penalty: 3851.511719
	Iteration 34Q: 3 clusters Score -263654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263656.281250 Penalty: 3851.511719
	Iteration 35Q: 3 clusters Score -263656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263658.593750 Penalty: 3851.511719
	Iteration 36Q: 3 clusters Score -263658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -263660.187500 Penalty: 3851.511719
	Iteration 37Q: 3 clusters Score -263660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -263666.406250 Penalty: 3851.511719
	Iteration 38Q: 3 clusters Score -263666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263676.531250 Penalty: 3851.511719
	Iteration 39Q: 3 clusters Score -263676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263696.656250 Penalty: 3851.511719
	Iteration 40F: 3 clusters Score -263696.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -263711.718750 Penalty: 3851.511719
	Iteration 41Q: 3 clusters Score -263711.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -263719.812500 Penalty: 3851.511719
	Iteration 42Q: 3 clusters Score -263719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263725.468750 Penalty: 3851.511719
	Iteration 43Q: 3 clusters Score -263725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -263731.500000 Penalty: 3851.511719
	Iteration 44Q: 3 clusters Score -263731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -263734.125000 Penalty: 3851.511719
	Iteration 45Q: 3 clusters Score -263734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -263735.937500 Penalty: 3851.511719
	Iteration 46Q: 3 clusters Score -263735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -263736.937500 Penalty: 3851.511719
	Iteration 47Q: 3 clusters Score -263736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -263736.937500 Penalty: 3851.511719
	Iteration 48F: 3 clusters Score -263736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Entering Unmasked Estep 
Score: -11766024.000000 Penalty: 2828.427734
	Iteration 0F: 2 clusters Score -1.176602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -11705928.000000 Penalty: 5656.855469
	Iteration 0F: 3 clusters Score -1.170593e+07 nChanged 42495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -11730178.000000 Penalty: 5656.855469
	Iteration 1F: 3 clusters Score -1.173018e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -11731151.000000 Penalty: 5656.855469
	Iteration 2Q: 3 clusters Score -1.173115e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11732291.000000 Penalty: 5656.855469
	Iteration 3Q: 3 clusters Score -1.173229e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -11733717.000000 Penalty: 5656.855469
	Iteration 4Q: 3 clusters Score -1.173372e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -11735578.000000 Penalty: 5656.855469
	Iteration 5F: 3 clusters Score -1.173558e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -11738092.000000 Penalty: 5656.855469
	Iteration 6F: 3 clusters Score -1.173809e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -11740801.000000 Penalty: 5656.855469
	Iteration 7F: 3 clusters Score -1.17408e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -11743417.000000 Penalty: 5656.855469
	Iteration 8F: 3 clusters Score -1.174342e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -11745570.000000 Penalty: 5656.855469
	Iteration 9F: 3 clusters Score -1.174557e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -11747508.000000 Penalty: 5656.855469
	Iteration 10Q: 3 clusters Score -1.174751e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -11749450.000000 Penalty: 5656.855469
	Iteration 11Q: 3 clusters Score -1.174945e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -11751652.000000 Penalty: 5656.855469
	Iteration 12Q: 3 clusters Score -1.175165e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -11754074.000000 Penalty: 5656.855469
	Iteration 13Q: 3 clusters Score -1.175407e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -11756878.000000 Penalty: 5656.855469
	Iteration 14Q: 3 clusters Score -1.175688e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -11759412.000000 Penalty: 5656.855469
	Iteration 15Q: 3 clusters Score -1.175941e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -11761335.000000 Penalty: 5656.855469
	Iteration 16Q: 3 clusters Score -1.176134e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11762438.000000 Penalty: 5656.855469
	Iteration 17Q: 3 clusters Score -1.176244e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11762972.000000 Penalty: 5656.855469
	Iteration 18Q: 3 clusters Score -1.176297e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89132 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11763184.000000 Penalty: 5656.855469
	Iteration 19Q: 3 clusters Score -1.176318e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11763302.000000 Penalty: 5656.855469
	Iteration 20F: 3 clusters Score -1.17633e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11763387.000000 Penalty: 5656.855469
	Iteration 21Q: 3 clusters Score -1.176339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11763462.000000 Penalty: 5656.855469
	Iteration 22Q: 3 clusters Score -1.176346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11763525.000000 Penalty: 5656.855469
	Iteration 23Q: 3 clusters Score -1.176352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11763542.000000 Penalty: 5656.855469
	Iteration 24Q: 3 clusters Score -1.176354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11763556.000000 Penalty: 5656.855469
	Iteration 25Q: 3 clusters Score -1.176356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11763579.000000 Penalty: 5656.855469
	Iteration 26Q: 3 clusters Score -1.176358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11763591.000000 Penalty: 5656.855469
	Iteration 27Q: 3 clusters Score -1.176359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11763578.000000 Penalty: 5656.855469
	Iteration 28Q: 3 clusters Score -1.176358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11763595.000000 Penalty: 5656.855469
	Iteration 29Q: 3 clusters Score -1.17636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11763593.000000 Penalty: 5656.855469
	Iteration 30Q: 3 clusters Score -1.176359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11763611.000000 Penalty: 5656.855469
	Iteration 31Q: 3 clusters Score -1.176361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11763613.000000 Penalty: 5656.855469
	Iteration 32Q: 3 clusters Score -1.176361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11763615.000000 Penalty: 5656.855469
	Iteration 33Q: 3 clusters Score -1.176362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11763621.000000 Penalty: 5656.855469
	Iteration 34Q: 3 clusters Score -1.176362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11763623.000000 Penalty: 5656.855469
	Iteration 35Q: 3 clusters Score -1.176362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11763621.000000 Penalty: 5656.855469
	Iteration 36Q: 3 clusters Score -1.176362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11763621.000000 Penalty: 5656.855469
	Iteration 37F: 3 clusters Score -1.176362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -438757.218750 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -438757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -435238.218750 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -435238.2 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -436066.968750 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -436067 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -436229.468750 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -436229.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -436324.937500 Penalty: 4033.531006
	Iteration 3Q: 3 clusters Score -436324.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -436402.093750 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -436402.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -436468.906250 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -436468.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -436514.843750 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -436514.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -436558.437500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -436558.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -436601.343750 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -436601.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -436627.125000 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -436627.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -436653.000000 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -436653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -436683.031250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -436683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -436720.593750 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -436720.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -436756.562500 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -436756.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -436797.218750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -436797.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -436831.093750 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -436831.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -436871.218750 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -436871.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -436910.187500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -436910.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -436940.531250 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -436940.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -436968.687500 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -436968.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -437002.812500 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -437002.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -437040.281250 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -437040.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -437074.312500 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -437074.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -437096.250000 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -437096.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -437116.062500 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -437116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -437129.593750 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -437129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -437140.062500 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -437140.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -437150.343750 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -437150.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -437158.781250 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -437158.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -437165.906250 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -437165.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -437176.281250 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -437176.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -437186.031250 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -437186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -437194.437500 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -437194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -437203.875000 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -437203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -437212.593750 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -437212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -437222.375000 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -437222.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -437231.718750 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -437231.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -437240.125000 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -437240.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -437255.000000 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -437255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -437274.812500 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -437274.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -437310.375000 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -437310.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -437347.593750 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -437347.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -437389.031250 Penalty: 4033.531006
	Iteration 42Q: 3 clusters Score -437389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -437425.531250 Penalty: 4033.531006
	Iteration 43Q: 3 clusters Score -437425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -437444.562500 Penalty: 4033.531006
	Iteration 44Q: 3 clusters Score -437444.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -437464.312500 Penalty: 4033.531006
	Iteration 45Q: 3 clusters Score -437464.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -437474.562500 Penalty: 4033.531006
	Iteration 46Q: 3 clusters Score -437474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -437486.656250 Penalty: 4033.531006
	Iteration 47Q: 3 clusters Score -437486.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -437499.125000 Penalty: 4033.531006
	Iteration 48Q: 3 clusters Score -437499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -437507.687500 Penalty: 4033.531006
	Iteration 49Q: 3 clusters Score -437507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -437515.031250 Penalty: 4033.531006
	Iteration 50Q: 3 clusters Score -437515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -437522.031250 Penalty: 4033.531006
	Iteration 51Q: 3 clusters Score -437522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -437525.031250 Penalty: 4033.531006
	Iteration 52Q: 3 clusters Score -437525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -437526.562500 Penalty: 4033.531006
	Iteration 53Q: 3 clusters Score -437526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -437527.437500 Penalty: 4033.531006
	Iteration 54Q: 3 clusters Score -437527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -437527.437500 Penalty: 4033.531006
	Iteration 55F: 3 clusters Score -437527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Entering Unmasked Estep 
Score: -2020804.625000 Penalty: 2409.481445
	Iteration 0F: 2 clusters Score -2020805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2008982.125000 Penalty: 4818.962891
	Iteration 0F: 3 clusters Score -2008982 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2013260.000000 Penalty: 4818.962891
	Iteration 1F: 3 clusters Score -2013260 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2014089.750000 Penalty: 4818.962891
	Iteration 2F: 3 clusters Score -2014090 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2014890.000000 Penalty: 4818.962891
	Iteration 3F: 3 clusters Score -2014890 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2015693.750000 Penalty: 4818.962891
	Iteration 4F: 3 clusters Score -2015694 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2016410.750000 Penalty: 4818.962891
	Iteration 5F: 3 clusters Score -2016411 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2017072.000000 Penalty: 4818.962891
	Iteration 6F: 3 clusters Score -2017072 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2017725.750000 Penalty: 4818.962891
	Iteration 7F: 3 clusters Score -2017726 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2018293.000000 Penalty: 4818.962891
	Iteration 8Q: 3 clusters Score -2018293 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2018674.875000 Penalty: 4818.962891
	Iteration 9Q: 3 clusters Score -2018675 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2018913.000000 Penalty: 4818.962891
	Iteration 10Q: 3 clusters Score -2018913 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2019043.250000 Penalty: 4818.962891
	Iteration 11Q: 3 clusters Score -2019043 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2019136.000000 Penalty: 4818.962891
	Iteration 12Q: 3 clusters Score -2019136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2019215.250000 Penalty: 4818.962891
	Iteration 13Q: 3 clusters Score -2019215 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2019263.625000 Penalty: 4818.962891
	Iteration 14Q: 3 clusters Score -2019264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2019309.750000 Penalty: 4818.962891
	Iteration 15Q: 3 clusters Score -2019310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2019333.000000 Penalty: 4818.962891
	Iteration 16Q: 3 clusters Score -2019333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2019343.375000 Penalty: 4818.962891
	Iteration 17Q: 3 clusters Score -2019343 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2019362.250000 Penalty: 4818.962891
	Iteration 18Q: 3 clusters Score -2019362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2019368.500000 Penalty: 4818.962891
	Iteration 19Q: 3 clusters Score -2019368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2019376.125000 Penalty: 4818.962891
	Iteration 20F: 3 clusters Score -2019376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2019397.250000 Penalty: 4818.962891
	Iteration 21Q: 3 clusters Score -2019397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2019411.625000 Penalty: 4818.962891
	Iteration 22Q: 3 clusters Score -2019412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2019426.875000 Penalty: 4818.962891
	Iteration 23Q: 3 clusters Score -2019427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2019455.750000 Penalty: 4818.962891
	Iteration 24Q: 3 clusters Score -2019456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2019471.750000 Penalty: 4818.962891
	Iteration 25Q: 3 clusters Score -2019472 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2019497.375000 Penalty: 4818.962891
	Iteration 26Q: 3 clusters Score -2019497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2019531.875000 Penalty: 4818.962891
	Iteration 27Q: 3 clusters Score -2019532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2019565.250000 Penalty: 4818.962891
	Iteration 28Q: 3 clusters Score -2019565 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2019585.250000 Penalty: 4818.962891
	Iteration 29Q: 3 clusters Score -2019585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2019607.500000 Penalty: 4818.962891
	Iteration 30Q: 3 clusters Score -2019608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2019624.625000 Penalty: 4818.962891
	Iteration 31Q: 3 clusters Score -2019625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2019653.500000 Penalty: 4818.962891
	Iteration 32Q: 3 clusters Score -2019654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2019668.625000 Penalty: 4818.962891
	Iteration 33Q: 3 clusters Score -2019669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2019685.250000 Penalty: 4818.962891
	Iteration 34Q: 3 clusters Score -2019685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2019696.250000 Penalty: 4818.962891
	Iteration 35Q: 3 clusters Score -2019696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2019708.875000 Penalty: 4818.962891
	Iteration 36Q: 3 clusters Score -2019709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2019727.375000 Penalty: 4818.962891
	Iteration 37Q: 3 clusters Score -2019727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2019735.000000 Penalty: 4818.962891
	Iteration 38Q: 3 clusters Score -2019735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2019742.250000 Penalty: 4818.962891
	Iteration 39Q: 3 clusters Score -2019742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2019759.625000 Penalty: 4818.962891
	Iteration 40F: 3 clusters Score -2019760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2019772.375000 Penalty: 4818.962891
	Iteration 41Q: 3 clusters Score -2019772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2019783.125000 Penalty: 4818.962891
	Iteration 42Q: 3 clusters Score -2019783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2019806.000000 Penalty: 4818.962891
	Iteration 43Q: 3 clusters Score -2019806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2019818.875000 Penalty: 4818.962891
	Iteration 44Q: 3 clusters Score -2019819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2019835.375000 Penalty: 4818.962891
	Iteration 45Q: 3 clusters Score -2019835 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2019867.375000 Penalty: 4818.962891
	Iteration 46Q: 3 clusters Score -2019867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2019891.875000 Penalty: 4818.962891
	Iteration 47Q: 3 clusters Score -2019892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2019919.250000 Penalty: 4818.962891
	Iteration 48Q: 3 clusters Score -2019919 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2019952.375000 Penalty: 4818.962891
	Iteration 49Q: 3 clusters Score -2019952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2019981.750000 Penalty: 4818.962891
	Iteration 50Q: 3 clusters Score -2019982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2019992.000000 Penalty: 4818.962891
	Iteration 51Q: 3 clusters Score -2019992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2020017.000000 Penalty: 4818.962891
	Iteration 52Q: 3 clusters Score -2020017 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2020040.625000 Penalty: 4818.962891
	Iteration 53Q: 3 clusters Score -2020041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2020076.000000 Penalty: 4818.962891
	Iteration 54Q: 3 clusters Score -2020076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2020085.500000 Penalty: 4818.962891
	Iteration 55Q: 3 clusters Score -2020086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2020113.500000 Penalty: 4818.962891
	Iteration 56Q: 3 clusters Score -2020114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2020133.000000 Penalty: 4818.962891
	Iteration 57Q: 3 clusters Score -2020133 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2020163.625000 Penalty: 4818.962891
	Iteration 58Q: 3 clusters Score -2020164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2020183.750000 Penalty: 4818.962891
	Iteration 59Q: 3 clusters Score -2020184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2020207.625000 Penalty: 4818.962891
	Iteration 60F: 3 clusters Score -2020208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2020224.500000 Penalty: 4818.962891
	Iteration 61Q: 3 clusters Score -2020224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2020248.500000 Penalty: 4818.962891
	Iteration 62Q: 3 clusters Score -2020248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2020265.125000 Penalty: 4818.962891
	Iteration 63Q: 3 clusters Score -2020265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2020283.750000 Penalty: 4818.962891
	Iteration 64Q: 3 clusters Score -2020284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2020301.000000 Penalty: 4818.962891
	Iteration 65Q: 3 clusters Score -2020301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2020317.000000 Penalty: 4818.962891
	Iteration 66Q: 3 clusters Score -2020317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2020331.375000 Penalty: 4818.962891
	Iteration 67Q: 3 clusters Score -2020331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2020346.000000 Penalty: 4818.962891
	Iteration 68Q: 3 clusters Score -2020346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2020352.250000 Penalty: 4818.962891
	Iteration 69Q: 3 clusters Score -2020352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2020359.375000 Penalty: 4818.962891
	Iteration 70Q: 3 clusters Score -2020359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2020367.375000 Penalty: 4818.962891
	Iteration 71Q: 3 clusters Score -2020367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2020370.125000 Penalty: 4818.962891
	Iteration 72Q: 3 clusters Score -2020370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2020377.000000 Penalty: 4818.962891
	Iteration 73Q: 3 clusters Score -2020377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2020380.500000 Penalty: 4818.962891
	Iteration 74Q: 3 clusters Score -2020380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2020380.750000 Penalty: 4818.962891
	Iteration 75Q: 3 clusters Score -2020381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2020386.625000 Penalty: 4818.962891
	Iteration 76Q: 3 clusters Score -2020387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2020386.000000 Penalty: 4818.962891
	Iteration 77Q: 3 clusters Score -2020386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2020385.750000 Penalty: 4818.962891
	Iteration 78Q: 3 clusters Score -2020386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2020387.125000 Penalty: 4818.962891
	Iteration 79Q: 3 clusters Score -2020387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2020386.625000 Penalty: 4818.962891
	Iteration 80F: 3 clusters Score -2020387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2020386.750000 Penalty: 4818.962891
	Iteration 81Q: 3 clusters Score -2020387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2020386.875000 Penalty: 4818.962891
	Iteration 82Q: 3 clusters Score -2020387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2020386.375000 Penalty: 4818.962891
	Iteration 83Q: 3 clusters Score -2020386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2020387.125000 Penalty: 4818.962891
	Iteration 84Q: 3 clusters Score -2020387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2020387.125000 Penalty: 4818.962891
	Iteration 85F: 3 clusters Score -2020387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Entering Unmasked Estep 
Score: -6943215.500000 Penalty: 2695.371826
	Iteration 0F: 2 clusters Score -6943216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6907772.000000 Penalty: 5390.743652
	Iteration 0F: 3 clusters Score -6907772 nChanged 24438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6921598.000000 Penalty: 5390.743652
	Iteration 1F: 3 clusters Score -6921598 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -6922393.500000 Penalty: 5390.743652
	Iteration 2Q: 3 clusters Score -6922394 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -6923250.500000 Penalty: 5390.743652
	Iteration 3Q: 3 clusters Score -6923250 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6924194.500000 Penalty: 5390.743652
	Iteration 4Q: 3 clusters Score -6924194 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -6925308.500000 Penalty: 5390.743652
	Iteration 5Q: 3 clusters Score -6925308 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -6926480.500000 Penalty: 5390.743652
	Iteration 6F: 3 clusters Score -6926480 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -6927778.000000 Penalty: 5390.743652
	Iteration 7F: 3 clusters Score -6927778 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -6929072.000000 Penalty: 5390.743652
	Iteration 8F: 3 clusters Score -6929072 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -6930298.000000 Penalty: 5390.743652
	Iteration 9F: 3 clusters Score -6930298 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6931144.500000 Penalty: 5390.743652
	Iteration 10Q: 3 clusters Score -6931144 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6931841.500000 Penalty: 5390.743652
	Iteration 11Q: 3 clusters Score -6931842 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6932467.000000 Penalty: 5390.743652
	Iteration 12Q: 3 clusters Score -6932467 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -6932938.500000 Penalty: 5390.743652
	Iteration 13Q: 3 clusters Score -6932938 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -6933560.000000 Penalty: 5390.743652
	Iteration 14Q: 3 clusters Score -6933560 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -6934138.000000 Penalty: 5390.743652
	Iteration 15Q: 3 clusters Score -6934138 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -6934850.500000 Penalty: 5390.743652
	Iteration 16Q: 3 clusters Score -6934850 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -6935545.000000 Penalty: 5390.743652
	Iteration 17Q: 3 clusters Score -6935545 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -6936352.500000 Penalty: 5390.743652
	Iteration 18Q: 3 clusters Score -6936352 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -6937131.000000 Penalty: 5390.743652
	Iteration 19Q: 3 clusters Score -6937131 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -6937940.000000 Penalty: 5390.743652
	Iteration 20F: 3 clusters Score -6937940 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -6938656.500000 Penalty: 5390.743652
	Iteration 21Q: 3 clusters Score -6938656 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6939338.000000 Penalty: 5390.743652
	Iteration 22Q: 3 clusters Score -6939338 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -6939906.500000 Penalty: 5390.743652
	Iteration 23Q: 3 clusters Score -6939906 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -6940291.000000 Penalty: 5390.743652
	Iteration 24Q: 3 clusters Score -6940291 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6940589.000000 Penalty: 5390.743652
	Iteration 25Q: 3 clusters Score -6940589 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6940845.500000 Penalty: 5390.743652
	Iteration 26Q: 3 clusters Score -6940846 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6941029.000000 Penalty: 5390.743652
	Iteration 27Q: 3 clusters Score -6941029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6941156.000000 Penalty: 5390.743652
	Iteration 28Q: 3 clusters Score -6941156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -6941222.500000 Penalty: 5390.743652
	Iteration 29Q: 3 clusters Score -6941222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -6941283.500000 Penalty: 5390.743652
	Iteration 30Q: 3 clusters Score -6941284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -6941284.000000 Penalty: 5390.743652
	Iteration 31Q: 3 clusters Score -6941284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -6941293.500000 Penalty: 5390.743652
	Iteration 32Q: 3 clusters Score -6941294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6941301.000000 Penalty: 5390.743652
	Iteration 33Q: 3 clusters Score -6941301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -6941321.500000 Penalty: 5390.743652
	Iteration 34Q: 3 clusters Score -6941322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -6941324.000000 Penalty: 5390.743652
	Iteration 35Q: 3 clusters Score -6941324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6941329.500000 Penalty: 5390.743652
	Iteration 36Q: 3 clusters Score -6941330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6941342.000000 Penalty: 5390.743652
	Iteration 37Q: 3 clusters Score -6941342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -6941347.500000 Penalty: 5390.743652
	Iteration 38Q: 3 clusters Score -6941348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -6941343.500000 Penalty: 5390.743652
	Iteration 39Q: 3 clusters Score -6941344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -6941357.000000 Penalty: 5390.743652
	Iteration 40F: 3 clusters Score -6941357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -6941370.000000 Penalty: 5390.743652
	Iteration 41Q: 3 clusters Score -6941370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6941376.500000 Penalty: 5390.743652
	Iteration 42Q: 3 clusters Score -6941376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6941392.000000 Penalty: 5390.743652
	Iteration 43Q: 3 clusters Score -6941392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6941406.000000 Penalty: 5390.743652
	Iteration 44Q: 3 clusters Score -6941406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -6941405.000000 Penalty: 5390.743652
	Iteration 45Q: 3 clusters Score -6941405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -6941400.500000 Penalty: 5390.743652
	Iteration 46Q: 3 clusters Score -6941400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -6941399.000000 Penalty: 5390.743652
	Iteration 47Q: 3 clusters Score -6941399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6941402.500000 Penalty: 5390.743652
	Iteration 48Q: 3 clusters Score -6941402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6941400.000000 Penalty: 5390.743652
	Iteration 49Q: 3 clusters Score -6941400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -6941398.500000 Penalty: 5390.743652
	Iteration 50Q: 3 clusters Score -6941398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -6941394.500000 Penalty: 5390.743652
	Iteration 51Q: 3 clusters Score -6941394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -6941401.000000 Penalty: 5390.743652
	Iteration 52Q: 3 clusters Score -6941401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6941403.500000 Penalty: 5390.743652
	Iteration 53Q: 3 clusters Score -6941404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6941413.000000 Penalty: 5390.743652
	Iteration 54Q: 3 clusters Score -6941413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6941418.500000 Penalty: 5390.743652
	Iteration 55Q: 3 clusters Score -6941418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -6941430.500000 Penalty: 5390.743652
	Iteration 56Q: 3 clusters Score -6941430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6941426.000000 Penalty: 5390.743652
	Iteration 57Q: 3 clusters Score -6941426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6941422.000000 Penalty: 5390.743652
	Iteration 58Q: 3 clusters Score -6941422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6941435.000000 Penalty: 5390.743652
	Iteration 59Q: 3 clusters Score -6941435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6941433.000000 Penalty: 5390.743652
	Iteration 60F: 3 clusters Score -6941433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6941448.500000 Penalty: 5390.743652
	Iteration 61Q: 3 clusters Score -6941448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6941444.000000 Penalty: 5390.743652
	Iteration 62Q: 3 clusters Score -6941444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6941454.000000 Penalty: 5390.743652
	Iteration 63Q: 3 clusters Score -6941454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6941458.000000 Penalty: 5390.743652
	Iteration 64Q: 3 clusters Score -6941458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6941457.000000 Penalty: 5390.743652
	Iteration 65Q: 3 clusters Score -6941457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -6941452.000000 Penalty: 5390.743652
	Iteration 66Q: 3 clusters Score -6941452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6941454.000000 Penalty: 5390.743652
	Iteration 67Q: 3 clusters Score -6941454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6941454.500000 Penalty: 5390.743652
	Iteration 68Q: 3 clusters Score -6941454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -6941458.500000 Penalty: 5390.743652
	Iteration 69Q: 3 clusters Score -6941458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -6941458.500000 Penalty: 5390.743652
	Iteration 70Q: 3 clusters Score -6941458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -6941467.500000 Penalty: 5390.743652
	Iteration 71Q: 3 clusters Score -6941468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6941473.000000 Penalty: 5390.743652
	Iteration 72Q: 3 clusters Score -6941473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6941475.000000 Penalty: 5390.743652
	Iteration 73Q: 3 clusters Score -6941475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6941480.500000 Penalty: 5390.743652
	Iteration 74Q: 3 clusters Score -6941480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -6941494.000000 Penalty: 5390.743652
	Iteration 75Q: 3 clusters Score -6941494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -6941496.000000 Penalty: 5390.743652
	Iteration 76Q: 3 clusters Score -6941496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -6941497.500000 Penalty: 5390.743652
	Iteration 77Q: 3 clusters Score -6941498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -6941498.500000 Penalty: 5390.743652
	Iteration 78Q: 3 clusters Score -6941498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -6941498.500000 Penalty: 5390.743652
	Iteration 79F: 3 clusters Score -6941498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Entering Unmasked Estep 
Score: -3140083.250000 Penalty: 2504.075439
	Iteration 0F: 2 clusters Score -3140083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3123298.750000 Penalty: 5008.150879
	Iteration 0F: 3 clusters Score -3123299 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3129148.000000 Penalty: 5008.150879
	Iteration 1F: 3 clusters Score -3129148 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3129634.500000 Penalty: 5008.150879
	Iteration 2F: 3 clusters Score -3129634 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3130060.250000 Penalty: 5008.150879
	Iteration 3Q: 3 clusters Score -3130060 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3130547.000000 Penalty: 5008.150879
	Iteration 4Q: 3 clusters Score -3130547 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3131178.500000 Penalty: 5008.150879
	Iteration 5F: 3 clusters Score -3131178 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3131998.000000 Penalty: 5008.150879
	Iteration 6F: 3 clusters Score -3131998 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3133012.250000 Penalty: 5008.150879
	Iteration 7F: 3 clusters Score -3133012 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3134139.750000 Penalty: 5008.150879
	Iteration 8F: 3 clusters Score -3134140 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3135272.500000 Penalty: 5008.150879
	Iteration 9F: 3 clusters Score -3135272 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3136230.500000 Penalty: 5008.150879
	Iteration 10Q: 3 clusters Score -3136230 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3136875.000000 Penalty: 5008.150879
	Iteration 11Q: 3 clusters Score -3136875 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3137301.500000 Penalty: 5008.150879
	Iteration 12Q: 3 clusters Score -3137302 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3137569.750000 Penalty: 5008.150879
	Iteration 13Q: 3 clusters Score -3137570 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3137706.250000 Penalty: 5008.150879
	Iteration 14Q: 3 clusters Score -3137706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3137778.250000 Penalty: 5008.150879
	Iteration 15Q: 3 clusters Score -3137778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3137821.250000 Penalty: 5008.150879
	Iteration 16Q: 3 clusters Score -3137821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3137843.500000 Penalty: 5008.150879
	Iteration 17Q: 3 clusters Score -3137844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3137870.500000 Penalty: 5008.150879
	Iteration 18Q: 3 clusters Score -3137870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3137889.500000 Penalty: 5008.150879
	Iteration 19Q: 3 clusters Score -3137890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3137914.750000 Penalty: 5008.150879
	Iteration 20F: 3 clusters Score -3137915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3137917.500000 Penalty: 5008.150879
	Iteration 21Q: 3 clusters Score -3137918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3137919.500000 Penalty: 5008.150879
	Iteration 22Q: 3 clusters Score -3137920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3137922.750000 Penalty: 5008.150879
	Iteration 23Q: 3 clusters Score -3137923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3137924.500000 Penalty: 5008.150879
	Iteration 24Q: 3 clusters Score -3137924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3137929.750000 Penalty: 5008.150879
	Iteration 25Q: 3 clusters Score -3137930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3137930.000000 Penalty: 5008.150879
	Iteration 26Q: 3 clusters Score -3137930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3137928.750000 Penalty: 5008.150879
	Iteration 27Q: 3 clusters Score -3137929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3137933.250000 Penalty: 5008.150879
	Iteration 28Q: 3 clusters Score -3137933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3137936.000000 Penalty: 5008.150879
	Iteration 29Q: 3 clusters Score -3137936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3137937.750000 Penalty: 5008.150879
	Iteration 30Q: 3 clusters Score -3137938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3137944.500000 Penalty: 5008.150879
	Iteration 31Q: 3 clusters Score -3137944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3137947.750000 Penalty: 5008.150879
	Iteration 32Q: 3 clusters Score -3137948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3137955.750000 Penalty: 5008.150879
	Iteration 33Q: 3 clusters Score -3137956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3137964.500000 Penalty: 5008.150879
	Iteration 34Q: 3 clusters Score -3137964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3137963.500000 Penalty: 5008.150879
	Iteration 35Q: 3 clusters Score -3137964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3137963.500000 Penalty: 5008.150879
	Iteration 36F: 3 clusters Score -3137964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Entering Unmasked Estep 
Score: -1230888.125000 Penalty: 2266.726318
	Iteration 0F: 2 clusters Score -1230888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1223592.125000 Penalty: 4533.452637
	Iteration 0F: 3 clusters Score -1223592 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1225676.125000 Penalty: 4533.452637
	Iteration 1F: 3 clusters Score -1225676 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1225952.250000 Penalty: 4533.452637
	Iteration 2F: 3 clusters Score -1225952 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1226157.250000 Penalty: 4533.452637
	Iteration 3Q: 3 clusters Score -1226157 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1226311.375000 Penalty: 4533.452637
	Iteration 4Q: 3 clusters Score -1226311 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1226429.750000 Penalty: 4533.452637
	Iteration 5Q: 3 clusters Score -1226430 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1226540.750000 Penalty: 4533.452637
	Iteration 6Q: 3 clusters Score -1226541 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1226673.625000 Penalty: 4533.452637
	Iteration 7Q: 3 clusters Score -1226674 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1226825.625000 Penalty: 4533.452637
	Iteration 8Q: 3 clusters Score -1226826 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1226987.875000 Penalty: 4533.452637
	Iteration 9Q: 3 clusters Score -1226988 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1227159.250000 Penalty: 4533.452637
	Iteration 10Q: 3 clusters Score -1227159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1227357.875000 Penalty: 4533.452637
	Iteration 11Q: 3 clusters Score -1227358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1227575.875000 Penalty: 4533.452637
	Iteration 12Q: 3 clusters Score -1227576 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1227784.125000 Penalty: 4533.452637
	Iteration 13Q: 3 clusters Score -1227784 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1227971.000000 Penalty: 4533.452637
	Iteration 14Q: 3 clusters Score -1227971 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1228148.875000 Penalty: 4533.452637
	Iteration 15Q: 3 clusters Score -1228149 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1228320.500000 Penalty: 4533.452637
	Iteration 16Q: 3 clusters Score -1228320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1228427.875000 Penalty: 4533.452637
	Iteration 17Q: 3 clusters Score -1228428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1228510.125000 Penalty: 4533.452637
	Iteration 18Q: 3 clusters Score -1228510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1228572.875000 Penalty: 4533.452637
	Iteration 19Q: 3 clusters Score -1228573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1228621.000000 Penalty: 4533.452637
	Iteration 20F: 3 clusters Score -1228621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1228675.000000 Penalty: 4533.452637
	Iteration 21Q: 3 clusters Score -1228675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1228717.875000 Penalty: 4533.452637
	Iteration 22Q: 3 clusters Score -1228718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1228758.750000 Penalty: 4533.452637
	Iteration 23Q: 3 clusters Score -1228759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1228785.500000 Penalty: 4533.452637
	Iteration 24Q: 3 clusters Score -1228786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1228809.250000 Penalty: 4533.452637
	Iteration 25Q: 3 clusters Score -1228809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1228829.000000 Penalty: 4533.452637
	Iteration 26Q: 3 clusters Score -1228829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1228843.625000 Penalty: 4533.452637
	Iteration 27Q: 3 clusters Score -1228844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1228851.250000 Penalty: 4533.452637
	Iteration 28Q: 3 clusters Score -1228851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1228857.000000 Penalty: 4533.452637
	Iteration 29Q: 3 clusters Score -1228857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1228862.375000 Penalty: 4533.452637
	Iteration 30Q: 3 clusters Score -1228862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1228862.625000 Penalty: 4533.452637
	Iteration 31Q: 3 clusters Score -1228863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1228867.625000 Penalty: 4533.452637
	Iteration 32Q: 3 clusters Score -1228868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1228868.250000 Penalty: 4533.452637
	Iteration 33Q: 3 clusters Score -1228868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1228868.250000 Penalty: 4533.452637
	Iteration 34F: 3 clusters Score -1228868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -691232.375000 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -691232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -686373.437500 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -686373.4 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -687634.750000 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -687634.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -687915.500000 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -687915.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -688088.812500 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -688088.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -688222.750000 Penalty: 4279.408691
	Iteration 4Q: 3 clusters Score -688222.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -688330.187500 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -688330.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -688419.562500 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -688419.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -688492.375000 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -688492.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -688558.750000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -688558.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -688619.812500 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -688619.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -688676.750000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -688676.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -688739.187500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -688739.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -688784.500000 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -688784.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -688832.375000 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -688832.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -688888.562500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -688888.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -688940.062500 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -688940.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -688989.750000 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -688989.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -689051.750000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -689051.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -689112.437500 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -689112.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -689159.625000 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -689159.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -689226.625000 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -689226.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -689282.625000 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -689282.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -689340.125000 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -689340.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -689418.750000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -689418.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -689492.062500 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -689492.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -689585.312500 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -689585.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -689668.312500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -689668.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -689723.375000 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -689723.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -689761.500000 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -689761.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -689787.875000 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -689787.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -689804.437500 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -689804.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -689814.250000 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -689814.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -689818.312500 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -689818.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -689827.000000 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -689827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -689832.437500 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -689832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -689840.125000 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -689840.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -689846.375000 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -689846.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -689853.562500 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -689853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -689857.062500 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -689857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -689859.437500 Penalty: 4279.408691
	Iteration 39Q: 3 clusters Score -689859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -689862.937500 Penalty: 4279.408691
	Iteration 40F: 3 clusters Score -689862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -689862.312500 Penalty: 4279.408691
	Iteration 41Q: 3 clusters Score -689862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -689864.687500 Penalty: 4279.408691
	Iteration 42Q: 3 clusters Score -689864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -689864.687500 Penalty: 4279.408691
	Iteration 43F: 3 clusters Score -689864.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -564204.750000 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -564204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -560009.500000 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -560009.5 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -560981.375000 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -560981.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -561224.062500 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -561224.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -561406.562500 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -561406.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -561558.812500 Penalty: 4165.164062
	Iteration 4Q: 3 clusters Score -561558.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -561704.687500 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -561704.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -561876.312500 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -561876.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -562035.062500 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -562035.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -562220.187500 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -562220.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -562423.937500 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -562423.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -562581.062500 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -562581.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -562714.750000 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -562714.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -562797.187500 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -562797.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -562853.500000 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -562853.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -562893.312500 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -562893.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -562920.500000 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -562920.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -562938.062500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -562938.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -562955.125000 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -562955.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -562965.750000 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -562965.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -562969.000000 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -562969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -562971.750000 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -562971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -562971.375000 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -562971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -562972.812500 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -562972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -562972.750000 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -562972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -562974.062500 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -562974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -562974.375000 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -562974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -562974.562500 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -562974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -562974.187500 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -562974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -562976.437500 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -562976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -562976.500000 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -562976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -562978.750000 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -562978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -562980.562500 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -562980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -562980.187500 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -562980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -562979.937500 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -562979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -562980.812500 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -562980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -562980.812500 Penalty: 4165.164062
	Iteration 35F: 3 clusters Score -562980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Entering Unmasked Estep 
Score: -1325695.125000 Penalty: 2306.784668
	Iteration 0F: 2 clusters Score -1325695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1317413.875000 Penalty: 4613.569336
	Iteration 0F: 3 clusters Score -1317414 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1320083.500000 Penalty: 4613.569336
	Iteration 1F: 3 clusters Score -1320084 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1320596.875000 Penalty: 4613.569336
	Iteration 2F: 3 clusters Score -1320597 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1321058.625000 Penalty: 4613.569336
	Iteration 3F: 3 clusters Score -1321059 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1321449.000000 Penalty: 4613.569336
	Iteration 4F: 3 clusters Score -1321449 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1321770.500000 Penalty: 4613.569336
	Iteration 5Q: 3 clusters Score -1321770 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1322036.875000 Penalty: 4613.569336
	Iteration 6Q: 3 clusters Score -1322037 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1322276.125000 Penalty: 4613.569336
	Iteration 7Q: 3 clusters Score -1322276 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1322475.375000 Penalty: 4613.569336
	Iteration 8Q: 3 clusters Score -1322475 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1322659.500000 Penalty: 4613.569336
	Iteration 9Q: 3 clusters Score -1322660 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1322825.125000 Penalty: 4613.569336
	Iteration 10Q: 3 clusters Score -1322825 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1322993.375000 Penalty: 4613.569336
	Iteration 11Q: 3 clusters Score -1322993 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1323123.625000 Penalty: 4613.569336
	Iteration 12Q: 3 clusters Score -1323124 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1323243.625000 Penalty: 4613.569336
	Iteration 13Q: 3 clusters Score -1323244 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1323343.375000 Penalty: 4613.569336
	Iteration 14Q: 3 clusters Score -1323343 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1323434.625000 Penalty: 4613.569336
	Iteration 15Q: 3 clusters Score -1323435 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1323514.375000 Penalty: 4613.569336
	Iteration 16Q: 3 clusters Score -1323514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1323583.125000 Penalty: 4613.569336
	Iteration 17Q: 3 clusters Score -1323583 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1323640.875000 Penalty: 4613.569336
	Iteration 18Q: 3 clusters Score -1323641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1323672.375000 Penalty: 4613.569336
	Iteration 19Q: 3 clusters Score -1323672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1323705.875000 Penalty: 4613.569336
	Iteration 20F: 3 clusters Score -1323706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1323726.750000 Penalty: 4613.569336
	Iteration 21Q: 3 clusters Score -1323727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1323750.750000 Penalty: 4613.569336
	Iteration 22Q: 3 clusters Score -1323751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1323773.000000 Penalty: 4613.569336
	Iteration 23Q: 3 clusters Score -1323773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1323797.250000 Penalty: 4613.569336
	Iteration 24Q: 3 clusters Score -1323797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1323818.000000 Penalty: 4613.569336
	Iteration 25Q: 3 clusters Score -1323818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1323838.250000 Penalty: 4613.569336
	Iteration 26Q: 3 clusters Score -1323838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1323856.375000 Penalty: 4613.569336
	Iteration 27Q: 3 clusters Score -1323856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1323882.750000 Penalty: 4613.569336
	Iteration 28Q: 3 clusters Score -1323883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1323893.875000 Penalty: 4613.569336
	Iteration 29Q: 3 clusters Score -1323894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1323905.500000 Penalty: 4613.569336
	Iteration 30Q: 3 clusters Score -1323906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1323918.875000 Penalty: 4613.569336
	Iteration 31Q: 3 clusters Score -1323919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1323927.500000 Penalty: 4613.569336
	Iteration 32Q: 3 clusters Score -1323928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1323930.375000 Penalty: 4613.569336
	Iteration 33Q: 3 clusters Score -1323930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1323931.750000 Penalty: 4613.569336
	Iteration 34Q: 3 clusters Score -1323932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1323935.250000 Penalty: 4613.569336
	Iteration 35Q: 3 clusters Score -1323935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1323936.750000 Penalty: 4613.569336
	Iteration 36Q: 3 clusters Score -1323937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1323938.375000 Penalty: 4613.569336
	Iteration 37Q: 3 clusters Score -1323938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1323941.250000 Penalty: 4613.569336
	Iteration 38Q: 3 clusters Score -1323941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1323942.250000 Penalty: 4613.569336
	Iteration 39Q: 3 clusters Score -1323942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1323944.875000 Penalty: 4613.569336
	Iteration 40F: 3 clusters Score -1323945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1323950.250000 Penalty: 4613.569336
	Iteration 41Q: 3 clusters Score -1323950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1323952.750000 Penalty: 4613.569336
	Iteration 42Q: 3 clusters Score -1323953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1323957.375000 Penalty: 4613.569336
	Iteration 43Q: 3 clusters Score -1323957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1323959.875000 Penalty: 4613.569336
	Iteration 44Q: 3 clusters Score -1323960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1323964.750000 Penalty: 4613.569336
	Iteration 45Q: 3 clusters Score -1323965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1323963.750000 Penalty: 4613.569336
	Iteration 46Q: 3 clusters Score -1323964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1323967.125000 Penalty: 4613.569336
	Iteration 47Q: 3 clusters Score -1323967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1323973.875000 Penalty: 4613.569336
	Iteration 48Q: 3 clusters Score -1323974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1323977.250000 Penalty: 4613.569336
	Iteration 49Q: 3 clusters Score -1323977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1323976.875000 Penalty: 4613.569336
	Iteration 50Q: 3 clusters Score -1323977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1323979.000000 Penalty: 4613.569336
	Iteration 51Q: 3 clusters Score -1323979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1323982.000000 Penalty: 4613.569336
	Iteration 52Q: 3 clusters Score -1323982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1323985.000000 Penalty: 4613.569336
	Iteration 53Q: 3 clusters Score -1323985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1323985.875000 Penalty: 4613.569336
	Iteration 54Q: 3 clusters Score -1323986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1323985.750000 Penalty: 4613.569336
	Iteration 55Q: 3 clusters Score -1323986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1323990.625000 Penalty: 4613.569336
	Iteration 56Q: 3 clusters Score -1323991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1323993.000000 Penalty: 4613.569336
	Iteration 57Q: 3 clusters Score -1323993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1323995.625000 Penalty: 4613.569336
	Iteration 58Q: 3 clusters Score -1323996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1323996.750000 Penalty: 4613.569336
	Iteration 59Q: 3 clusters Score -1323997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1324005.250000 Penalty: 4613.569336
	Iteration 60F: 3 clusters Score -1324005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1324012.625000 Penalty: 4613.569336
	Iteration 61Q: 3 clusters Score -1324013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1324022.250000 Penalty: 4613.569336
	Iteration 62Q: 3 clusters Score -1324022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1324036.000000 Penalty: 4613.569336
	Iteration 63Q: 3 clusters Score -1324036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1324037.625000 Penalty: 4613.569336
	Iteration 64Q: 3 clusters Score -1324038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1324044.000000 Penalty: 4613.569336
	Iteration 65Q: 3 clusters Score -1324044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1324046.500000 Penalty: 4613.569336
	Iteration 66Q: 3 clusters Score -1324046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1324050.000000 Penalty: 4613.569336
	Iteration 67Q: 3 clusters Score -1324050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1324055.250000 Penalty: 4613.569336
	Iteration 68Q: 3 clusters Score -1324055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1324064.500000 Penalty: 4613.569336
	Iteration 69Q: 3 clusters Score -1324064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1324070.500000 Penalty: 4613.569336
	Iteration 70Q: 3 clusters Score -1324070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1324076.875000 Penalty: 4613.569336
	Iteration 71Q: 3 clusters Score -1324077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1324080.500000 Penalty: 4613.569336
	Iteration 72Q: 3 clusters Score -1324080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1324080.500000 Penalty: 4613.569336
	Iteration 73Q: 3 clusters Score -1324080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1324080.000000 Penalty: 4613.569336
	Iteration 74Q: 3 clusters Score -1324080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1324080.375000 Penalty: 4613.569336
	Iteration 75Q: 3 clusters Score -1324080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1324081.125000 Penalty: 4613.569336
	Iteration 76Q: 3 clusters Score -1324081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1324082.375000 Penalty: 4613.569336
	Iteration 77Q: 3 clusters Score -1324082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1324083.000000 Penalty: 4613.569336
	Iteration 78Q: 3 clusters Score -1324083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1324082.625000 Penalty: 4613.569336
	Iteration 79Q: 3 clusters Score -1324083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1324084.500000 Penalty: 4613.569336
	Iteration 80F: 3 clusters Score -1324084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -3862414.750000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -3862415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3842229.750000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -3842230 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3849459.250000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -3849459 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3849970.000000 Penalty: 5105.273926
	Iteration 2Q: 3 clusters Score -3849970 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3850499.250000 Penalty: 5105.273926
	Iteration 3Q: 3 clusters Score -3850499 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3851125.500000 Penalty: 5105.273926
	Iteration 4Q: 3 clusters Score -3851126 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3851974.250000 Penalty: 5105.273926
	Iteration 5F: 3 clusters Score -3851974 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3853155.250000 Penalty: 5105.273926
	Iteration 6F: 3 clusters Score -3853155 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3854725.000000 Penalty: 5105.273926
	Iteration 7F: 3 clusters Score -3854725 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3856405.000000 Penalty: 5105.273926
	Iteration 8F: 3 clusters Score -3856405 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3857884.000000 Penalty: 5105.273926
	Iteration 9F: 3 clusters Score -3857884 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3858916.000000 Penalty: 5105.273926
	Iteration 10Q: 3 clusters Score -3858916 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3859507.750000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -3859508 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3859809.500000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -3859810 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3859986.500000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -3859986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3860065.000000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -3860065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3860126.250000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -3860126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3860155.500000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -3860156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3860192.500000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -3860192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3860210.500000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -3860210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3860219.000000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -3860219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3860229.250000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -3860229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3860234.750000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -3860235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3860244.750000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -3860245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3860248.750000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -3860249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3860250.500000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -3860250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3860253.750000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -3860254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3860249.500000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -3860250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3860249.500000 Penalty: 5105.273926
	Iteration 27F: 3 clusters Score -3860250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -437363.843750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -437363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -433839.843750 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -433839.8 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -434590.437500 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -434590.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -434777.531250 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -434777.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -434891.531250 Penalty: 4029.284668
	Iteration 3Q: 3 clusters Score -434891.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -434980.031250 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -434980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435045.968750 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -435046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -435081.531250 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -435081.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435113.718750 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -435113.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -435138.593750 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -435138.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -435161.875000 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -435161.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -435179.156250 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -435179.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -435189.500000 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -435189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435197.843750 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -435197.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -435205.312500 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -435205.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -435212.812500 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -435212.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -435218.125000 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -435218.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -435224.531250 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -435224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435227.468750 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -435227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435230.218750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -435230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435232.718750 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -435232.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435236.343750 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -435236.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435242.406250 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -435242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -435247.343750 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -435247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -435251.218750 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -435251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435254.375000 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -435254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435256.906250 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -435256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -435259.375000 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -435259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435263.437500 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -435263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435265.593750 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -435265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435269.218750 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -435269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -435273.218750 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -435273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -435276.812500 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -435276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435281.437500 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -435281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -435286.281250 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -435286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -435291.468750 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -435291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -435295.218750 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -435295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435297.906250 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -435297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -435300.562500 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -435300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -435304.125000 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -435304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -435306.468750 Penalty: 4029.284668
	Iteration 39Q: 3 clusters Score -435306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435309.937500 Penalty: 4029.284668
	Iteration 40F: 3 clusters Score -435309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -435315.500000 Penalty: 4029.284668
	Iteration 41Q: 3 clusters Score -435315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -435321.812500 Penalty: 4029.284668
	Iteration 42Q: 3 clusters Score -435321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -435328.906250 Penalty: 4029.284668
	Iteration 43Q: 3 clusters Score -435328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435333.125000 Penalty: 4029.284668
	Iteration 44Q: 3 clusters Score -435333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -435336.250000 Penalty: 4029.284668
	Iteration 45Q: 3 clusters Score -435336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -435342.156250 Penalty: 4029.284668
	Iteration 46Q: 3 clusters Score -435342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -435346.250000 Penalty: 4029.284668
	Iteration 47Q: 3 clusters Score -435346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -435348.781250 Penalty: 4029.284668
	Iteration 48Q: 3 clusters Score -435348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -435354.218750 Penalty: 4029.284668
	Iteration 49Q: 3 clusters Score -435354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -435357.156250 Penalty: 4029.284668
	Iteration 50Q: 3 clusters Score -435357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -435359.093750 Penalty: 4029.284668
	Iteration 51Q: 3 clusters Score -435359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -435359.593750 Penalty: 4029.284668
	Iteration 52Q: 3 clusters Score -435359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -435359.593750 Penalty: 4029.284668
	Iteration 53F: 3 clusters Score -435359.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Entering Unmasked Estep 
Score: -6368899.000000 Penalty: 2679.652344
	Iteration 0F: 2 clusters Score -6368899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6335772.000000 Penalty: 5359.304688
	Iteration 0F: 3 clusters Score -6335772 nChanged 22699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6348397.000000 Penalty: 5359.304688
	Iteration 1F: 3 clusters Score -6348397 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -6349191.500000 Penalty: 5359.304688
	Iteration 2Q: 3 clusters Score -6349192 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -6350145.500000 Penalty: 5359.304688
	Iteration 3Q: 3 clusters Score -6350146 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6351366.000000 Penalty: 5359.304688
	Iteration 4Q: 3 clusters Score -6351366 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6353075.000000 Penalty: 5359.304688
	Iteration 5F: 3 clusters Score -6353075 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6355026.500000 Penalty: 5359.304688
	Iteration 6F: 3 clusters Score -6355026 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6357153.500000 Penalty: 5359.304688
	Iteration 7F: 3 clusters Score -6357154 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -6359054.000000 Penalty: 5359.304688
	Iteration 8F: 3 clusters Score -6359054 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6360420.000000 Penalty: 5359.304688
	Iteration 9F: 3 clusters Score -6360420 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6361271.000000 Penalty: 5359.304688
	Iteration 10Q: 3 clusters Score -6361271 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -6361813.500000 Penalty: 5359.304688
	Iteration 11Q: 3 clusters Score -6361814 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -6362176.000000 Penalty: 5359.304688
	Iteration 12Q: 3 clusters Score -6362176 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6362498.000000 Penalty: 5359.304688
	Iteration 13Q: 3 clusters Score -6362498 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6362834.500000 Penalty: 5359.304688
	Iteration 14Q: 3 clusters Score -6362834 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -6363180.500000 Penalty: 5359.304688
	Iteration 15Q: 3 clusters Score -6363180 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -6363504.500000 Penalty: 5359.304688
	Iteration 16Q: 3 clusters Score -6363504 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -6363863.500000 Penalty: 5359.304688
	Iteration 17Q: 3 clusters Score -6363864 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -6364277.500000 Penalty: 5359.304688
	Iteration 18Q: 3 clusters Score -6364278 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -6364612.500000 Penalty: 5359.304688
	Iteration 19Q: 3 clusters Score -6364612 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6364989.000000 Penalty: 5359.304688
	Iteration 20F: 3 clusters Score -6364989 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6365227.500000 Penalty: 5359.304688
	Iteration 21Q: 3 clusters Score -6365228 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -6365518.500000 Penalty: 5359.304688
	Iteration 22Q: 3 clusters Score -6365518 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6365718.500000 Penalty: 5359.304688
	Iteration 23Q: 3 clusters Score -6365718 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -6365952.500000 Penalty: 5359.304688
	Iteration 24Q: 3 clusters Score -6365952 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -6366138.500000 Penalty: 5359.304688
	Iteration 25Q: 3 clusters Score -6366138 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -6366338.000000 Penalty: 5359.304688
	Iteration 26Q: 3 clusters Score -6366338 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -6366496.500000 Penalty: 5359.304688
	Iteration 27Q: 3 clusters Score -6366496 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6366652.000000 Penalty: 5359.304688
	Iteration 28Q: 3 clusters Score -6366652 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -6366770.000000 Penalty: 5359.304688
	Iteration 29Q: 3 clusters Score -6366770 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -6366878.000000 Penalty: 5359.304688
	Iteration 30Q: 3 clusters Score -6366878 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -6366960.500000 Penalty: 5359.304688
	Iteration 31Q: 3 clusters Score -6366960 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6367070.000000 Penalty: 5359.304688
	Iteration 32Q: 3 clusters Score -6367070 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -6367163.500000 Penalty: 5359.304688
	Iteration 33Q: 3 clusters Score -6367164 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6367245.500000 Penalty: 5359.304688
	Iteration 34Q: 3 clusters Score -6367246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -6367316.500000 Penalty: 5359.304688
	Iteration 35Q: 3 clusters Score -6367316 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -6367367.500000 Penalty: 5359.304688
	Iteration 36Q: 3 clusters Score -6367368 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6367397.000000 Penalty: 5359.304688
	Iteration 37Q: 3 clusters Score -6367397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -6367436.500000 Penalty: 5359.304688
	Iteration 38Q: 3 clusters Score -6367436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -6367486.000000 Penalty: 5359.304688
	Iteration 39Q: 3 clusters Score -6367486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -6367523.500000 Penalty: 5359.304688
	Iteration 40F: 3 clusters Score -6367524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6367563.000000 Penalty: 5359.304688
	Iteration 41Q: 3 clusters Score -6367563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6367580.500000 Penalty: 5359.304688
	Iteration 42Q: 3 clusters Score -6367580 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -6367598.500000 Penalty: 5359.304688
	Iteration 43Q: 3 clusters Score -6367598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -6367608.000000 Penalty: 5359.304688
	Iteration 44Q: 3 clusters Score -6367608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6367644.500000 Penalty: 5359.304688
	Iteration 45Q: 3 clusters Score -6367644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6367664.000000 Penalty: 5359.304688
	Iteration 46Q: 3 clusters Score -6367664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -6367653.000000 Penalty: 5359.304688
	Iteration 47Q: 3 clusters Score -6367653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -6367661.000000 Penalty: 5359.304688
	Iteration 48Q: 3 clusters Score -6367661 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -6367686.000000 Penalty: 5359.304688
	Iteration 49Q: 3 clusters Score -6367686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -6367700.000000 Penalty: 5359.304688
	Iteration 50Q: 3 clusters Score -6367700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -6367696.000000 Penalty: 5359.304688
	Iteration 51Q: 3 clusters Score -6367696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -6367697.500000 Penalty: 5359.304688
	Iteration 52Q: 3 clusters Score -6367698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6367706.000000 Penalty: 5359.304688
	Iteration 53Q: 3 clusters Score -6367706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -6367714.000000 Penalty: 5359.304688
	Iteration 54Q: 3 clusters Score -6367714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -6367723.500000 Penalty: 5359.304688
	Iteration 55Q: 3 clusters Score -6367724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -6367729.000000 Penalty: 5359.304688
	Iteration 56Q: 3 clusters Score -6367729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -6367746.000000 Penalty: 5359.304688
	Iteration 57Q: 3 clusters Score -6367746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6367735.000000 Penalty: 5359.304688
	Iteration 58Q: 3 clusters Score -6367735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -6367733.500000 Penalty: 5359.304688
	Iteration 59Q: 3 clusters Score -6367734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -6367741.000000 Penalty: 5359.304688
	Iteration 60F: 3 clusters Score -6367741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6367745.000000 Penalty: 5359.304688
	Iteration 61Q: 3 clusters Score -6367745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6367733.000000 Penalty: 5359.304688
	Iteration 62Q: 3 clusters Score -6367733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6367733.000000 Penalty: 5359.304688
	Iteration 63Q: 3 clusters Score -6367733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -6367731.000000 Penalty: 5359.304688
	Iteration 64Q: 3 clusters Score -6367731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -6367742.500000 Penalty: 5359.304688
	Iteration 65Q: 3 clusters Score -6367742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -6367746.000000 Penalty: 5359.304688
	Iteration 66Q: 3 clusters Score -6367746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -6367737.500000 Penalty: 5359.304688
	Iteration 67Q: 3 clusters Score -6367738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6367732.500000 Penalty: 5359.304688
	Iteration 68Q: 3 clusters Score -6367732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6367739.500000 Penalty: 5359.304688
	Iteration 69Q: 3 clusters Score -6367740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -6367746.500000 Penalty: 5359.304688
	Iteration 70Q: 3 clusters Score -6367746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -6367745.500000 Penalty: 5359.304688
	Iteration 71Q: 3 clusters Score -6367746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -6367751.500000 Penalty: 5359.304688
	Iteration 72Q: 3 clusters Score -6367752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -6367759.500000 Penalty: 5359.304688
	Iteration 73Q: 3 clusters Score -6367760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6367757.000000 Penalty: 5359.304688
	Iteration 74Q: 3 clusters Score -6367757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -6367752.000000 Penalty: 5359.304688
	Iteration 75Q: 3 clusters Score -6367752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -6367748.500000 Penalty: 5359.304688
	Iteration 76Q: 3 clusters Score -6367748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -6367750.500000 Penalty: 5359.304688
	Iteration 77Q: 3 clusters Score -6367750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -6367752.000000 Penalty: 5359.304688
	Iteration 78Q: 3 clusters Score -6367752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6367750.500000 Penalty: 5359.304688
	Iteration 79Q: 3 clusters Score -6367750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -6367750.000000 Penalty: 5359.304688
	Iteration 80F: 3 clusters Score -6367750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6367751.000000 Penalty: 5359.304688
	Iteration 81Q: 3 clusters Score -6367751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -6367755.500000 Penalty: 5359.304688
	Iteration 82Q: 3 clusters Score -6367756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -6367759.000000 Penalty: 5359.304688
	Iteration 83Q: 3 clusters Score -6367759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -6367756.000000 Penalty: 5359.304688
	Iteration 84Q: 3 clusters Score -6367756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6367758.500000 Penalty: 5359.304688
	Iteration 85Q: 3 clusters Score -6367758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6367755.000000 Penalty: 5359.304688
	Iteration 86Q: 3 clusters Score -6367755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6367754.500000 Penalty: 5359.304688
	Iteration 87Q: 3 clusters Score -6367754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -6367752.000000 Penalty: 5359.304688
	Iteration 88Q: 3 clusters Score -6367752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -6367761.500000 Penalty: 5359.304688
	Iteration 89Q: 3 clusters Score -6367762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -6367755.500000 Penalty: 5359.304688
	Iteration 90Q: 3 clusters Score -6367756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -6367757.000000 Penalty: 5359.304688
	Iteration 91Q: 3 clusters Score -6367757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -6367754.500000 Penalty: 5359.304688
	Iteration 92Q: 3 clusters Score -6367754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -6367754.500000 Penalty: 5359.304688
	Iteration 93F: 3 clusters Score -6367754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -671929.687500 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -671929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -667253.187500 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -667253.2 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -668397.687500 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -668397.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -668623.937500 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -668623.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -668804.875000 Penalty: 4249.388672
	Iteration 3F: 3 clusters Score -668804.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -669006.625000 Penalty: 4249.388672
	Iteration 4F: 3 clusters Score -669006.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -669251.375000 Penalty: 4249.388672
	Iteration 5F: 3 clusters Score -669251.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -669529.812500 Penalty: 4249.388672
	Iteration 6F: 3 clusters Score -669529.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -669840.062500 Penalty: 4249.388672
	Iteration 7F: 3 clusters Score -669840.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -670131.312500 Penalty: 4249.388672
	Iteration 8F: 3 clusters Score -670131.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -670332.937500 Penalty: 4249.388672
	Iteration 9Q: 3 clusters Score -670332.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -670480.500000 Penalty: 4249.388672
	Iteration 10Q: 3 clusters Score -670480.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -670571.500000 Penalty: 4249.388672
	Iteration 11Q: 3 clusters Score -670571.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -670634.875000 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -670634.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -670667.312500 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -670667.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -670684.437500 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -670684.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -670698.187500 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -670698.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -670708.125000 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -670708.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -670714.062500 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -670714.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -670718.812500 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -670718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -670723.000000 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -670723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -670726.062500 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -670726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -670728.812500 Penalty: 4249.388672
	Iteration 21Q: 3 clusters Score -670728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -670730.062500 Penalty: 4249.388672
	Iteration 22Q: 3 clusters Score -670730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -670732.750000 Penalty: 4249.388672
	Iteration 23Q: 3 clusters Score -670732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -670731.937500 Penalty: 4249.388672
	Iteration 24Q: 3 clusters Score -670731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -670732.375000 Penalty: 4249.388672
	Iteration 25Q: 3 clusters Score -670732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -670733.250000 Penalty: 4249.388672
	Iteration 26Q: 3 clusters Score -670733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -670733.250000 Penalty: 4249.388672
	Iteration 27F: 3 clusters Score -670733.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -885296.000000 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -885296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -879579.062500 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -879579.1 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -881041.187500 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -881041.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -881400.812500 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -881400.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -881820.437500 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -881820.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -882218.437500 Penalty: 4394.103516
	Iteration 4F: 3 clusters Score -882218.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -882594.500000 Penalty: 4394.103516
	Iteration 5F: 3 clusters Score -882594.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -882920.750000 Penalty: 4394.103516
	Iteration 6F: 3 clusters Score -882920.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -883191.375000 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -883191.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -883400.250000 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -883400.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -883548.750000 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -883548.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -883656.750000 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -883656.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -883742.875000 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -883742.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -883804.437500 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -883804.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -883850.250000 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -883850.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -883878.687500 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -883878.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -883899.562500 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -883899.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -883915.250000 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -883915.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -883925.687500 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -883925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -883929.500000 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -883929.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -883934.500000 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -883934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -883942.000000 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -883942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -883948.375000 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -883948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -883948.375000 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -883948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -883949.187500 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -883949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -883952.812500 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -883952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -883954.062500 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -883954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -883954.062500 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -883954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -883954.625000 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -883954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -883955.500000 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -883955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -883961.062500 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -883961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -883962.375000 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -883962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -883963.062500 Penalty: 4394.103516
	Iteration 31Q: 3 clusters Score -883963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -883966.562500 Penalty: 4394.103516
	Iteration 32Q: 3 clusters Score -883966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -883968.000000 Penalty: 4394.103516
	Iteration 33Q: 3 clusters Score -883968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -883969.000000 Penalty: 4394.103516
	Iteration 34Q: 3 clusters Score -883969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -883973.375000 Penalty: 4394.103516
	Iteration 35Q: 3 clusters Score -883973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -883976.187500 Penalty: 4394.103516
	Iteration 36Q: 3 clusters Score -883976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -883979.687500 Penalty: 4394.103516
	Iteration 37Q: 3 clusters Score -883979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -883981.000000 Penalty: 4394.103516
	Iteration 38Q: 3 clusters Score -883981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -883984.562500 Penalty: 4394.103516
	Iteration 39Q: 3 clusters Score -883984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -883985.187500 Penalty: 4394.103516
	Iteration 40F: 3 clusters Score -883985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -883986.187500 Penalty: 4394.103516
	Iteration 41Q: 3 clusters Score -883986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -883987.687500 Penalty: 4394.103516
	Iteration 42Q: 3 clusters Score -883987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -883988.375000 Penalty: 4394.103516
	Iteration 43Q: 3 clusters Score -883988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -883988.375000 Penalty: 4394.103516
	Iteration 44F: 3 clusters Score -883988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -535890.125000 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -535890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -531586.437500 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -531586.4 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -532829.687500 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -532829.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -533273.312500 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -533273.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -533631.687500 Penalty: 4184.570312
	Iteration 3F: 3 clusters Score -533631.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -533937.937500 Penalty: 4184.570312
	Iteration 4F: 3 clusters Score -533937.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -534173.750000 Penalty: 4184.570312
	Iteration 5F: 3 clusters Score -534173.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -534341.437500 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -534341.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -534456.062500 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -534456.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -534534.062500 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -534534.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -534606.437500 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -534606.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -534661.125000 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -534661.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -534706.375000 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -534706.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -534764.250000 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -534764.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -534822.562500 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -534822.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -534882.312500 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -534882.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -534920.000000 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -534920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -534939.312500 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -534939.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -534952.187500 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -534952.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -534966.562500 Penalty: 4184.570312
	Iteration 18Q: 3 clusters Score -534966.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -534980.312500 Penalty: 4184.570312
	Iteration 19Q: 3 clusters Score -534980.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -534987.125000 Penalty: 4184.570312
	Iteration 20F: 3 clusters Score -534987.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -534994.187500 Penalty: 4184.570312
	Iteration 21Q: 3 clusters Score -534994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -534997.625000 Penalty: 4184.570312
	Iteration 22Q: 3 clusters Score -534997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -535001.000000 Penalty: 4184.570312
	Iteration 23Q: 3 clusters Score -535001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -535003.687500 Penalty: 4184.570312
	Iteration 24Q: 3 clusters Score -535003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -535005.500000 Penalty: 4184.570312
	Iteration 25Q: 3 clusters Score -535005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -535007.187500 Penalty: 4184.570312
	Iteration 26Q: 3 clusters Score -535007.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -535010.125000 Penalty: 4184.570312
	Iteration 27Q: 3 clusters Score -535010.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -535011.000000 Penalty: 4184.570312
	Iteration 28Q: 3 clusters Score -535011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -535012.437500 Penalty: 4184.570312
	Iteration 29Q: 3 clusters Score -535012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -535015.312500 Penalty: 4184.570312
	Iteration 30Q: 3 clusters Score -535015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -535016.750000 Penalty: 4184.570312
	Iteration 31Q: 3 clusters Score -535016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -535018.687500 Penalty: 4184.570312
	Iteration 32Q: 3 clusters Score -535018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -535019.500000 Penalty: 4184.570312
	Iteration 33Q: 3 clusters Score -535019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -535020.250000 Penalty: 4184.570312
	Iteration 34Q: 3 clusters Score -535020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -535020.125000 Penalty: 4184.570312
	Iteration 35Q: 3 clusters Score -535020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535021.500000 Penalty: 4184.570312
	Iteration 36Q: 3 clusters Score -535021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -535021.125000 Penalty: 4184.570312
	Iteration 37Q: 3 clusters Score -535021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -535021.250000 Penalty: 4184.570312
	Iteration 38Q: 3 clusters Score -535021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -535023.062500 Penalty: 4184.570312
	Iteration 39Q: 3 clusters Score -535023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -535024.437500 Penalty: 4184.570312
	Iteration 40F: 3 clusters Score -535024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -535024.625000 Penalty: 4184.570312
	Iteration 41Q: 3 clusters Score -535024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -535026.875000 Penalty: 4184.570312
	Iteration 42Q: 3 clusters Score -535026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -535027.187500 Penalty: 4184.570312
	Iteration 43Q: 3 clusters Score -535027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -535028.187500 Penalty: 4184.570312
	Iteration 44Q: 3 clusters Score -535028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -535030.500000 Penalty: 4184.570312
	Iteration 45Q: 3 clusters Score -535030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -535030.687500 Penalty: 4184.570312
	Iteration 46Q: 3 clusters Score -535030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -535031.687500 Penalty: 4184.570312
	Iteration 47Q: 3 clusters Score -535031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -535031.375000 Penalty: 4184.570312
	Iteration 48Q: 3 clusters Score -535031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -535031.750000 Penalty: 4184.570312
	Iteration 49Q: 3 clusters Score -535031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -535032.687500 Penalty: 4184.570312
	Iteration 50Q: 3 clusters Score -535032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -535034.187500 Penalty: 4184.570312
	Iteration 51Q: 3 clusters Score -535034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -535034.875000 Penalty: 4184.570312
	Iteration 52Q: 3 clusters Score -535034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -535037.687500 Penalty: 4184.570312
	Iteration 53Q: 3 clusters Score -535037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -535043.062500 Penalty: 4184.570312
	Iteration 54Q: 3 clusters Score -535043.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -535048.875000 Penalty: 4184.570312
	Iteration 55Q: 3 clusters Score -535048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -535053.312500 Penalty: 4184.570312
	Iteration 56Q: 3 clusters Score -535053.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -535058.562500 Penalty: 4184.570312
	Iteration 57Q: 3 clusters Score -535058.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -535063.812500 Penalty: 4184.570312
	Iteration 58Q: 3 clusters Score -535063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -535069.125000 Penalty: 4184.570312
	Iteration 59Q: 3 clusters Score -535069.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -535075.125000 Penalty: 4184.570312
	Iteration 60F: 3 clusters Score -535075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -535080.812500 Penalty: 4184.570312
	Iteration 61Q: 3 clusters Score -535080.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -535087.062500 Penalty: 4184.570312
	Iteration 62Q: 3 clusters Score -535087.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -535092.250000 Penalty: 4184.570312
	Iteration 63Q: 3 clusters Score -535092.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -535095.312500 Penalty: 4184.570312
	Iteration 64Q: 3 clusters Score -535095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535096.312500 Penalty: 4184.570312
	Iteration 65Q: 3 clusters Score -535096.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -535101.812500 Penalty: 4184.570312
	Iteration 66Q: 3 clusters Score -535101.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -535112.375000 Penalty: 4184.570312
	Iteration 67Q: 3 clusters Score -535112.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535128.062500 Penalty: 4184.570312
	Iteration 68Q: 3 clusters Score -535128.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -535150.125000 Penalty: 4184.570312
	Iteration 69Q: 3 clusters Score -535150.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -535180.812500 Penalty: 4184.570312
	Iteration 70Q: 3 clusters Score -535180.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -535219.187500 Penalty: 4184.570312
	Iteration 71Q: 3 clusters Score -535219.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -535259.937500 Penalty: 4184.570312
	Iteration 72Q: 3 clusters Score -535259.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -535318.125000 Penalty: 4184.570312
	Iteration 73Q: 3 clusters Score -535318.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -535377.875000 Penalty: 4184.570312
	Iteration 74Q: 3 clusters Score -535377.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -535434.000000 Penalty: 4184.570312
	Iteration 75Q: 3 clusters Score -535434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -535470.687500 Penalty: 4184.570312
	Iteration 76Q: 3 clusters Score -535470.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -535505.625000 Penalty: 4184.570312
	Iteration 77Q: 3 clusters Score -535505.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -535545.562500 Penalty: 4184.570312
	Iteration 78Q: 3 clusters Score -535545.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -535576.625000 Penalty: 4184.570312
	Iteration 79Q: 3 clusters Score -535576.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -535608.125000 Penalty: 4184.570312
	Iteration 80F: 3 clusters Score -535608.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -535623.125000 Penalty: 4184.570312
	Iteration 81Q: 3 clusters Score -535623.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -535639.062500 Penalty: 4184.570312
	Iteration 82Q: 3 clusters Score -535639.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -535656.062500 Penalty: 4184.570312
	Iteration 83Q: 3 clusters Score -535656.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -535674.187500 Penalty: 4184.570312
	Iteration 84Q: 3 clusters Score -535674.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -535692.812500 Penalty: 4184.570312
	Iteration 85Q: 3 clusters Score -535692.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -535724.937500 Penalty: 4184.570312
	Iteration 86Q: 3 clusters Score -535724.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -535799.062500 Penalty: 4184.570312
	Iteration 87Q: 3 clusters Score -535799.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -535924.437500 Penalty: 4184.570312
	Iteration 88Q: 3 clusters Score -535924.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -536019.750000 Penalty: 4184.570312
	Iteration 89Q: 3 clusters Score -536019.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -536089.500000 Penalty: 4184.570312
	Iteration 90Q: 3 clusters Score -536089.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -536147.687500 Penalty: 4184.570312
	Iteration 91Q: 3 clusters Score -536147.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -536180.437500 Penalty: 4184.570312
	Iteration 92Q: 3 clusters Score -536180.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -536225.250000 Penalty: 4184.570312
	Iteration 93Q: 3 clusters Score -536225.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -536257.375000 Penalty: 4184.570312
	Iteration 94Q: 3 clusters Score -536257.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -536284.312500 Penalty: 4184.570312
	Iteration 95Q: 3 clusters Score -536284.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -536297.937500 Penalty: 4184.570312
	Iteration 96Q: 3 clusters Score -536297.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -536308.687500 Penalty: 4184.570312
	Iteration 97Q: 3 clusters Score -536308.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -536319.312500 Penalty: 4184.570312
	Iteration 98Q: 3 clusters Score -536319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -536323.937500 Penalty: 4184.570312
	Iteration 99Q: 3 clusters Score -536323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -536331.875000 Penalty: 4184.570312
	Iteration 100F: 3 clusters Score -536331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -536334.625000 Penalty: 4184.570312
	Iteration 101Q: 3 clusters Score -536334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -536335.125000 Penalty: 4184.570312
	Iteration 102Q: 3 clusters Score -536335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -536335.125000 Penalty: 4184.570312
	Iteration 103F: 3 clusters Score -536335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Mstep: Class 42 contains 1568 members 
Entering Unmasked Estep 
Score: -111267240.000000 Penalty: 142600.890625
Splitting cluster 20 changes total score from -111268064.000000 to -111267240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -961245.687500 Penalty: 2209.958984
	Iteration 0F: 2 clusters Score -961245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -955202.375000 Penalty: 4419.917969
	Iteration 0F: 3 clusters Score -955202.4 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -956837.687500 Penalty: 4419.917969
	Iteration 1F: 3 clusters Score -956837.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -957114.437500 Penalty: 4419.917969
	Iteration 2F: 3 clusters Score -957114.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -957299.812500 Penalty: 4419.917969
	Iteration 3F: 3 clusters Score -957299.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -957444.687500 Penalty: 4419.917969
	Iteration 4Q: 3 clusters Score -957444.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -957565.875000 Penalty: 4419.917969
	Iteration 5Q: 3 clusters Score -957565.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -957699.187500 Penalty: 4419.917969
	Iteration 6Q: 3 clusters Score -957699.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -957817.375000 Penalty: 4419.917969
	Iteration 7Q: 3 clusters Score -957817.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -957918.250000 Penalty: 4419.917969
	Iteration 8Q: 3 clusters Score -957918.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -958017.000000 Penalty: 4419.917969
	Iteration 9Q: 3 clusters Score -958017 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -958115.125000 Penalty: 4419.917969
	Iteration 10Q: 3 clusters Score -958115.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -958220.625000 Penalty: 4419.917969
	Iteration 11Q: 3 clusters Score -958220.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -958314.437500 Penalty: 4419.917969
	Iteration 12Q: 3 clusters Score -958314.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -958404.437500 Penalty: 4419.917969
	Iteration 13Q: 3 clusters Score -958404.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -958476.250000 Penalty: 4419.917969
	Iteration 14Q: 3 clusters Score -958476.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -958563.500000 Penalty: 4419.917969
	Iteration 15Q: 3 clusters Score -958563.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -958662.937500 Penalty: 4419.917969
	Iteration 16Q: 3 clusters Score -958662.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -958766.375000 Penalty: 4419.917969
	Iteration 17Q: 3 clusters Score -958766.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -958874.500000 Penalty: 4419.917969
	Iteration 18Q: 3 clusters Score -958874.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -958971.625000 Penalty: 4419.917969
	Iteration 19Q: 3 clusters Score -958971.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -959051.000000 Penalty: 4419.917969
	Iteration 20F: 3 clusters Score -959051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -959146.812500 Penalty: 4419.917969
	Iteration 21Q: 3 clusters Score -959146.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -959230.812500 Penalty: 4419.917969
	Iteration 22Q: 3 clusters Score -959230.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -959323.187500 Penalty: 4419.917969
	Iteration 23Q: 3 clusters Score -959323.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -959419.250000 Penalty: 4419.917969
	Iteration 24Q: 3 clusters Score -959419.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -959492.937500 Penalty: 4419.917969
	Iteration 25Q: 3 clusters Score -959492.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -959545.937500 Penalty: 4419.917969
	Iteration 26Q: 3 clusters Score -959545.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -959592.750000 Penalty: 4419.917969
	Iteration 27Q: 3 clusters Score -959592.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -959628.312500 Penalty: 4419.917969
	Iteration 28Q: 3 clusters Score -959628.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -959650.625000 Penalty: 4419.917969
	Iteration 29Q: 3 clusters Score -959650.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -959667.875000 Penalty: 4419.917969
	Iteration 30Q: 3 clusters Score -959667.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -959680.187500 Penalty: 4419.917969
	Iteration 31Q: 3 clusters Score -959680.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -959690.125000 Penalty: 4419.917969
	Iteration 32Q: 3 clusters Score -959690.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -959698.375000 Penalty: 4419.917969
	Iteration 33Q: 3 clusters Score -959698.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -959709.250000 Penalty: 4419.917969
	Iteration 34Q: 3 clusters Score -959709.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -959717.687500 Penalty: 4419.917969
	Iteration 35Q: 3 clusters Score -959717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -959720.937500 Penalty: 4419.917969
	Iteration 36Q: 3 clusters Score -959720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -959726.312500 Penalty: 4419.917969
	Iteration 37Q: 3 clusters Score -959726.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -959729.437500 Penalty: 4419.917969
	Iteration 38Q: 3 clusters Score -959729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -959730.812500 Penalty: 4419.917969
	Iteration 39Q: 3 clusters Score -959730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -959732.875000 Penalty: 4419.917969
	Iteration 40F: 3 clusters Score -959732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -959732.812500 Penalty: 4419.917969
	Iteration 41Q: 3 clusters Score -959732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -959733.500000 Penalty: 4419.917969
	Iteration 42Q: 3 clusters Score -959733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -959735.312500 Penalty: 4419.917969
	Iteration 43Q: 3 clusters Score -959735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -959735.312500 Penalty: 4419.917969
	Iteration 44F: 3 clusters Score -959735.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -93758.406250 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -93758.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92027.437500 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -92027.44 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92538.164062 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -92538.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92920.132812 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -92920.13 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93324.921875 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -93324.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93592.648438 Penalty: 3327.209717
	Iteration 4F: 3 clusters Score -93592.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93808.132812 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -93808.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94153.234375 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -94153.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94365.093750 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -94365.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94392.398438 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -94392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94419.796875 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -94419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94450.710938 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -94450.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94515.757812 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -94515.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94614.453125 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -94614.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94768.007812 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -94768.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94779.250000 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -94779.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94781.101562 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -94781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94782.695312 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -94782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94783.710938 Penalty: 3327.209717
	Iteration 17F: 3 clusters Score -94783.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94793.328125 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -94793.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94793.328125 Penalty: 3327.209717
	Iteration 19F: 3 clusters Score -94793.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Mstep: Class 42 contains 384 members 
Entering Unmasked Estep 
Score: -111267320.000000 Penalty: 142600.890625
Splitting cluster 22 changes total score from -111268064.000000 to -111267320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -1810736.000000 Penalty: 2382.193848
	Iteration 0F: 2 clusters Score -1810736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1800015.000000 Penalty: 4764.387695
	Iteration 0F: 3 clusters Score -1800015 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1803516.750000 Penalty: 4764.387695
	Iteration 1F: 3 clusters Score -1803517 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1804046.375000 Penalty: 4764.387695
	Iteration 2F: 3 clusters Score -1804046 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1804514.500000 Penalty: 4764.387695
	Iteration 3F: 3 clusters Score -1804514 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1804983.375000 Penalty: 4764.387695
	Iteration 4F: 3 clusters Score -1804983 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1805364.875000 Penalty: 4764.387695
	Iteration 5Q: 3 clusters Score -1805365 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1805715.750000 Penalty: 4764.387695
	Iteration 6Q: 3 clusters Score -1805716 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1806059.375000 Penalty: 4764.387695
	Iteration 7Q: 3 clusters Score -1806059 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1806387.875000 Penalty: 4764.387695
	Iteration 8Q: 3 clusters Score -1806388 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1806696.125000 Penalty: 4764.387695
	Iteration 9Q: 3 clusters Score -1806696 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1806974.875000 Penalty: 4764.387695
	Iteration 10Q: 3 clusters Score -1806975 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1807208.625000 Penalty: 4764.387695
	Iteration 11Q: 3 clusters Score -1807209 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1807437.000000 Penalty: 4764.387695
	Iteration 12Q: 3 clusters Score -1807437 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1807619.625000 Penalty: 4764.387695
	Iteration 13Q: 3 clusters Score -1807620 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1807792.125000 Penalty: 4764.387695
	Iteration 14Q: 3 clusters Score -1807792 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1807943.250000 Penalty: 4764.387695
	Iteration 15Q: 3 clusters Score -1807943 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1808063.625000 Penalty: 4764.387695
	Iteration 16Q: 3 clusters Score -1808064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1808153.375000 Penalty: 4764.387695
	Iteration 17Q: 3 clusters Score -1808153 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1808242.125000 Penalty: 4764.387695
	Iteration 18Q: 3 clusters Score -1808242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1808299.625000 Penalty: 4764.387695
	Iteration 19Q: 3 clusters Score -1808300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1808342.875000 Penalty: 4764.387695
	Iteration 20F: 3 clusters Score -1808343 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1808383.500000 Penalty: 4764.387695
	Iteration 21Q: 3 clusters Score -1808384 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1808418.000000 Penalty: 4764.387695
	Iteration 22Q: 3 clusters Score -1808418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1808465.125000 Penalty: 4764.387695
	Iteration 23Q: 3 clusters Score -1808465 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1808493.875000 Penalty: 4764.387695
	Iteration 24Q: 3 clusters Score -1808494 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1808519.250000 Penalty: 4764.387695
	Iteration 25Q: 3 clusters Score -1808519 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1808557.375000 Penalty: 4764.387695
	Iteration 26Q: 3 clusters Score -1808557 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1808570.500000 Penalty: 4764.387695
	Iteration 27Q: 3 clusters Score -1808570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1808594.625000 Penalty: 4764.387695
	Iteration 28Q: 3 clusters Score -1808595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1808619.500000 Penalty: 4764.387695
	Iteration 29Q: 3 clusters Score -1808620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1808637.875000 Penalty: 4764.387695
	Iteration 30Q: 3 clusters Score -1808638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1808655.875000 Penalty: 4764.387695
	Iteration 31Q: 3 clusters Score -1808656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1808673.375000 Penalty: 4764.387695
	Iteration 32Q: 3 clusters Score -1808673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1808687.125000 Penalty: 4764.387695
	Iteration 33Q: 3 clusters Score -1808687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1808698.375000 Penalty: 4764.387695
	Iteration 34Q: 3 clusters Score -1808698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1808704.375000 Penalty: 4764.387695
	Iteration 35Q: 3 clusters Score -1808704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1808711.500000 Penalty: 4764.387695
	Iteration 36Q: 3 clusters Score -1808712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1808717.125000 Penalty: 4764.387695
	Iteration 37Q: 3 clusters Score -1808717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1808722.625000 Penalty: 4764.387695
	Iteration 38Q: 3 clusters Score -1808723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1808731.000000 Penalty: 4764.387695
	Iteration 39Q: 3 clusters Score -1808731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1808741.375000 Penalty: 4764.387695
	Iteration 40F: 3 clusters Score -1808741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1808748.250000 Penalty: 4764.387695
	Iteration 41Q: 3 clusters Score -1808748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1808760.500000 Penalty: 4764.387695
	Iteration 42Q: 3 clusters Score -1808760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1808772.875000 Penalty: 4764.387695
	Iteration 43Q: 3 clusters Score -1808773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1808788.000000 Penalty: 4764.387695
	Iteration 44Q: 3 clusters Score -1808788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1808802.500000 Penalty: 4764.387695
	Iteration 45Q: 3 clusters Score -1808802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1808813.625000 Penalty: 4764.387695
	Iteration 46Q: 3 clusters Score -1808814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1808825.375000 Penalty: 4764.387695
	Iteration 47Q: 3 clusters Score -1808825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1808834.125000 Penalty: 4764.387695
	Iteration 48Q: 3 clusters Score -1808834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1808843.250000 Penalty: 4764.387695
	Iteration 49Q: 3 clusters Score -1808843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1808850.375000 Penalty: 4764.387695
	Iteration 50Q: 3 clusters Score -1808850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1808852.625000 Penalty: 4764.387695
	Iteration 51Q: 3 clusters Score -1808853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1808861.000000 Penalty: 4764.387695
	Iteration 52Q: 3 clusters Score -1808861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1808870.375000 Penalty: 4764.387695
	Iteration 53Q: 3 clusters Score -1808870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1808874.250000 Penalty: 4764.387695
	Iteration 54Q: 3 clusters Score -1808874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1808881.625000 Penalty: 4764.387695
	Iteration 55Q: 3 clusters Score -1808882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1808878.625000 Penalty: 4764.387695
	Iteration 56Q: 3 clusters Score -1808879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1808881.125000 Penalty: 4764.387695
	Iteration 57Q: 3 clusters Score -1808881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1808886.250000 Penalty: 4764.387695
	Iteration 58Q: 3 clusters Score -1808886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1808887.750000 Penalty: 4764.387695
	Iteration 59Q: 3 clusters Score -1808888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1808894.875000 Penalty: 4764.387695
	Iteration 60F: 3 clusters Score -1808895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1808896.125000 Penalty: 4764.387695
	Iteration 61Q: 3 clusters Score -1808896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1808897.000000 Penalty: 4764.387695
	Iteration 62Q: 3 clusters Score -1808897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1808896.375000 Penalty: 4764.387695
	Iteration 63Q: 3 clusters Score -1808896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1808898.125000 Penalty: 4764.387695
	Iteration 64Q: 3 clusters Score -1808898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1808899.500000 Penalty: 4764.387695
	Iteration 65Q: 3 clusters Score -1808900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1808899.875000 Penalty: 4764.387695
	Iteration 66Q: 3 clusters Score -1808900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1808899.250000 Penalty: 4764.387695
	Iteration 67Q: 3 clusters Score -1808899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1808899.625000 Penalty: 4764.387695
	Iteration 68Q: 3 clusters Score -1808900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1808900.250000 Penalty: 4764.387695
	Iteration 69Q: 3 clusters Score -1808900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1808898.625000 Penalty: 4764.387695
	Iteration 70Q: 3 clusters Score -1808899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1808898.625000 Penalty: 4764.387695
	Iteration 71F: 3 clusters Score -1808899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -960282.437500 Penalty: 2211.592773
	Iteration 0F: 2 clusters Score -960282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -954183.000000 Penalty: 4423.185547
	Iteration 0F: 3 clusters Score -954183 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -955969.125000 Penalty: 4423.185547
	Iteration 1F: 3 clusters Score -955969.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -956344.687500 Penalty: 4423.185547
	Iteration 2F: 3 clusters Score -956344.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -956659.187500 Penalty: 4423.185547
	Iteration 3F: 3 clusters Score -956659.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -956955.187500 Penalty: 4423.185547
	Iteration 4F: 3 clusters Score -956955.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -957290.250000 Penalty: 4423.185547
	Iteration 5F: 3 clusters Score -957290.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -957627.750000 Penalty: 4423.185547
	Iteration 6F: 3 clusters Score -957627.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -957915.062500 Penalty: 4423.185547
	Iteration 7F: 3 clusters Score -957915.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -958123.687500 Penalty: 4423.185547
	Iteration 8Q: 3 clusters Score -958123.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -958269.812500 Penalty: 4423.185547
	Iteration 9Q: 3 clusters Score -958269.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -958378.812500 Penalty: 4423.185547
	Iteration 10Q: 3 clusters Score -958378.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -958459.125000 Penalty: 4423.185547
	Iteration 11Q: 3 clusters Score -958459.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -958516.687500 Penalty: 4423.185547
	Iteration 12Q: 3 clusters Score -958516.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -958573.250000 Penalty: 4423.185547
	Iteration 13Q: 3 clusters Score -958573.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -958606.687500 Penalty: 4423.185547
	Iteration 14Q: 3 clusters Score -958606.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -958631.375000 Penalty: 4423.185547
	Iteration 15Q: 3 clusters Score -958631.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -958653.062500 Penalty: 4423.185547
	Iteration 16Q: 3 clusters Score -958653.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -958667.812500 Penalty: 4423.185547
	Iteration 17Q: 3 clusters Score -958667.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -958692.375000 Penalty: 4423.185547
	Iteration 18Q: 3 clusters Score -958692.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -958713.750000 Penalty: 4423.185547
	Iteration 19Q: 3 clusters Score -958713.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -958731.937500 Penalty: 4423.185547
	Iteration 20F: 3 clusters Score -958731.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -958746.375000 Penalty: 4423.185547
	Iteration 21Q: 3 clusters Score -958746.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -958760.812500 Penalty: 4423.185547
	Iteration 22Q: 3 clusters Score -958760.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -958766.000000 Penalty: 4423.185547
	Iteration 23Q: 3 clusters Score -958766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -958777.750000 Penalty: 4423.185547
	Iteration 24Q: 3 clusters Score -958777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -958779.625000 Penalty: 4423.185547
	Iteration 25Q: 3 clusters Score -958779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -958781.312500 Penalty: 4423.185547
	Iteration 26Q: 3 clusters Score -958781.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -958783.937500 Penalty: 4423.185547
	Iteration 27Q: 3 clusters Score -958783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -958785.312500 Penalty: 4423.185547
	Iteration 28Q: 3 clusters Score -958785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -958786.625000 Penalty: 4423.185547
	Iteration 29Q: 3 clusters Score -958786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -958789.375000 Penalty: 4423.185547
	Iteration 30Q: 3 clusters Score -958789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -958791.125000 Penalty: 4423.185547
	Iteration 31Q: 3 clusters Score -958791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -958792.750000 Penalty: 4423.185547
	Iteration 32Q: 3 clusters Score -958792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -958794.375000 Penalty: 4423.185547
	Iteration 33Q: 3 clusters Score -958794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -958795.437500 Penalty: 4423.185547
	Iteration 34Q: 3 clusters Score -958795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -958795.375000 Penalty: 4423.185547
	Iteration 35Q: 3 clusters Score -958795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -958794.937500 Penalty: 4423.185547
	Iteration 36Q: 3 clusters Score -958794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -958796.500000 Penalty: 4423.185547
	Iteration 37Q: 3 clusters Score -958796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -958796.500000 Penalty: 4423.185547
	Iteration 38F: 3 clusters Score -958796.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1240102.125000 Penalty: 2270.449707
	Iteration 0F: 2 clusters Score -1240102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1232704.875000 Penalty: 4540.899414
	Iteration 0F: 3 clusters Score -1232705 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1234816.625000 Penalty: 4540.899414
	Iteration 1F: 3 clusters Score -1234817 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1235258.875000 Penalty: 4540.899414
	Iteration 2F: 3 clusters Score -1235259 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1235814.875000 Penalty: 4540.899414
	Iteration 3F: 3 clusters Score -1235815 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1236593.500000 Penalty: 4540.899414
	Iteration 4F: 3 clusters Score -1236594 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1237301.750000 Penalty: 4540.899414
	Iteration 5F: 3 clusters Score -1237302 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1237872.125000 Penalty: 4540.899414
	Iteration 6F: 3 clusters Score -1237872 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1238314.375000 Penalty: 4540.899414
	Iteration 7F: 3 clusters Score -1238314 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1238606.500000 Penalty: 4540.899414
	Iteration 8Q: 3 clusters Score -1238606 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1238800.250000 Penalty: 4540.899414
	Iteration 9Q: 3 clusters Score -1238800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1238954.500000 Penalty: 4540.899414
	Iteration 10Q: 3 clusters Score -1238954 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1239059.750000 Penalty: 4540.899414
	Iteration 11Q: 3 clusters Score -1239060 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1239142.625000 Penalty: 4540.899414
	Iteration 12Q: 3 clusters Score -1239143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1239195.250000 Penalty: 4540.899414
	Iteration 13Q: 3 clusters Score -1239195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1239224.875000 Penalty: 4540.899414
	Iteration 14Q: 3 clusters Score -1239225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1239260.000000 Penalty: 4540.899414
	Iteration 15Q: 3 clusters Score -1239260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1239283.375000 Penalty: 4540.899414
	Iteration 16Q: 3 clusters Score -1239283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1239307.500000 Penalty: 4540.899414
	Iteration 17Q: 3 clusters Score -1239308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1239331.875000 Penalty: 4540.899414
	Iteration 18Q: 3 clusters Score -1239332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1239363.500000 Penalty: 4540.899414
	Iteration 19Q: 3 clusters Score -1239364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1239375.750000 Penalty: 4540.899414
	Iteration 20F: 3 clusters Score -1239376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1239386.000000 Penalty: 4540.899414
	Iteration 21Q: 3 clusters Score -1239386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1239391.875000 Penalty: 4540.899414
	Iteration 22Q: 3 clusters Score -1239392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1239406.250000 Penalty: 4540.899414
	Iteration 23Q: 3 clusters Score -1239406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1239412.250000 Penalty: 4540.899414
	Iteration 24Q: 3 clusters Score -1239412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1239412.625000 Penalty: 4540.899414
	Iteration 25Q: 3 clusters Score -1239413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1239432.375000 Penalty: 4540.899414
	Iteration 26Q: 3 clusters Score -1239432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1239435.875000 Penalty: 4540.899414
	Iteration 27Q: 3 clusters Score -1239436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1239446.375000 Penalty: 4540.899414
	Iteration 28Q: 3 clusters Score -1239446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1239462.000000 Penalty: 4540.899414
	Iteration 29Q: 3 clusters Score -1239462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1239463.250000 Penalty: 4540.899414
	Iteration 30Q: 3 clusters Score -1239463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1239469.750000 Penalty: 4540.899414
	Iteration 31Q: 3 clusters Score -1239470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1239476.375000 Penalty: 4540.899414
	Iteration 32Q: 3 clusters Score -1239476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1239481.000000 Penalty: 4540.899414
	Iteration 33Q: 3 clusters Score -1239481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1239489.875000 Penalty: 4540.899414
	Iteration 34Q: 3 clusters Score -1239490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1239493.500000 Penalty: 4540.899414
	Iteration 35Q: 3 clusters Score -1239494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1239505.250000 Penalty: 4540.899414
	Iteration 36Q: 3 clusters Score -1239505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1239512.500000 Penalty: 4540.899414
	Iteration 37Q: 3 clusters Score -1239512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1239524.625000 Penalty: 4540.899414
	Iteration 38Q: 3 clusters Score -1239525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1239536.125000 Penalty: 4540.899414
	Iteration 39Q: 3 clusters Score -1239536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1239542.750000 Penalty: 4540.899414
	Iteration 40F: 3 clusters Score -1239543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1239548.750000 Penalty: 4540.899414
	Iteration 41Q: 3 clusters Score -1239549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1239566.250000 Penalty: 4540.899414
	Iteration 42Q: 3 clusters Score -1239566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1239580.250000 Penalty: 4540.899414
	Iteration 43Q: 3 clusters Score -1239580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1239605.375000 Penalty: 4540.899414
	Iteration 44Q: 3 clusters Score -1239605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1239628.250000 Penalty: 4540.899414
	Iteration 45Q: 3 clusters Score -1239628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1239653.250000 Penalty: 4540.899414
	Iteration 46Q: 3 clusters Score -1239653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1239675.250000 Penalty: 4540.899414
	Iteration 47Q: 3 clusters Score -1239675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1239703.000000 Penalty: 4540.899414
	Iteration 48Q: 3 clusters Score -1239703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1239730.750000 Penalty: 4540.899414
	Iteration 49Q: 3 clusters Score -1239731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1239779.000000 Penalty: 4540.899414
	Iteration 50Q: 3 clusters Score -1239779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1239814.750000 Penalty: 4540.899414
	Iteration 51Q: 3 clusters Score -1239815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1239826.000000 Penalty: 4540.899414
	Iteration 52Q: 3 clusters Score -1239826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1239840.250000 Penalty: 4540.899414
	Iteration 53Q: 3 clusters Score -1239840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1239849.000000 Penalty: 4540.899414
	Iteration 54Q: 3 clusters Score -1239849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1239854.750000 Penalty: 4540.899414
	Iteration 55Q: 3 clusters Score -1239855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1239854.625000 Penalty: 4540.899414
	Iteration 56Q: 3 clusters Score -1239855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1239858.750000 Penalty: 4540.899414
	Iteration 57Q: 3 clusters Score -1239859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1239858.750000 Penalty: 4540.899414
	Iteration 58F: 3 clusters Score -1239859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -218764.359375 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -218764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -216302.968750 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -216303 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -216710.718750 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -216710.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -216832.406250 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -216832.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -216916.593750 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -216916.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -216981.343750 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -216981.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217035.593750 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -217035.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -217087.500000 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -217087.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -217123.640625 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -217123.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -217147.593750 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -217147.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -217166.921875 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -217166.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -217182.375000 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -217182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -217202.937500 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -217202.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -217221.453125 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -217221.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -217235.250000 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -217235.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -217246.078125 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -217246.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217256.140625 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -217256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -217262.609375 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -217262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217267.531250 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -217267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -217270.406250 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -217270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -217273.687500 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -217273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217278.218750 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -217278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -217282.656250 Penalty: 3703.532471
	Iteration 21Q: 3 clusters Score -217282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217284.921875 Penalty: 3703.532471
	Iteration 22Q: 3 clusters Score -217284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217287.593750 Penalty: 3703.532471
	Iteration 23Q: 3 clusters Score -217287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217289.171875 Penalty: 3703.532471
	Iteration 24Q: 3 clusters Score -217289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217289.703125 Penalty: 3703.532471
	Iteration 25Q: 3 clusters Score -217289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217289.703125 Penalty: 3703.532471
	Iteration 26F: 3 clusters Score -217289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -186692.656250 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -186692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -184377.640625 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -184377.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -184750.078125 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -184750.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184910.812500 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -184910.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -185020.578125 Penalty: 3639.443604
	Iteration 3Q: 3 clusters Score -185020.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -185086.906250 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -185086.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -185121.015625 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -185121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185148.187500 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -185148.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -185167.296875 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -185167.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185187.140625 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -185187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185202.078125 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -185202.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -185212.687500 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -185212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185220.046875 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -185220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -185227.562500 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -185227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185232.906250 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -185232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185236.125000 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -185236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185237.078125 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -185237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -185239.796875 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -185239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185244.687500 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -185244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -185250.187500 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -185250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -185258.578125 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -185258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185264.562500 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -185264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185272.218750 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -185272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185276.609375 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -185276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185278.484375 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -185278.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185278.484375 Penalty: 3639.443604
	Iteration 24F: 3 clusters Score -185278.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Entering Unmasked Estep 
Score: -5536409.500000 Penalty: 2661.762207
	Iteration 0F: 2 clusters Score -5536410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5505386.000000 Penalty: 5323.524414
	Iteration 0F: 3 clusters Score -5505386 nChanged 21086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5517691.000000 Penalty: 5323.524414
	Iteration 1F: 3 clusters Score -5517691 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5518881.000000 Penalty: 5323.524414
	Iteration 2F: 3 clusters Score -5518881 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5520340.500000 Penalty: 5323.524414
	Iteration 3F: 3 clusters Score -5520340 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -5521837.000000 Penalty: 5323.524414
	Iteration 4F: 3 clusters Score -5521837 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5523590.500000 Penalty: 5323.524414
	Iteration 5F: 3 clusters Score -5523590 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -5525438.500000 Penalty: 5323.524414
	Iteration 6F: 3 clusters Score -5525438 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5527063.000000 Penalty: 5323.524414
	Iteration 7F: 3 clusters Score -5527063 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5528525.500000 Penalty: 5323.524414
	Iteration 8F: 3 clusters Score -5528526 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5529610.500000 Penalty: 5323.524414
	Iteration 9Q: 3 clusters Score -5529610 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5530432.000000 Penalty: 5323.524414
	Iteration 10Q: 3 clusters Score -5530432 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -5530990.000000 Penalty: 5323.524414
	Iteration 11Q: 3 clusters Score -5530990 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -5531482.000000 Penalty: 5323.524414
	Iteration 12Q: 3 clusters Score -5531482 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -5531852.000000 Penalty: 5323.524414
	Iteration 13Q: 3 clusters Score -5531852 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -5532149.500000 Penalty: 5323.524414
	Iteration 14Q: 3 clusters Score -5532150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5532410.500000 Penalty: 5323.524414
	Iteration 15Q: 3 clusters Score -5532410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -5532573.000000 Penalty: 5323.524414
	Iteration 16Q: 3 clusters Score -5532573 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5532735.000000 Penalty: 5323.524414
	Iteration 17Q: 3 clusters Score -5532735 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -5532860.000000 Penalty: 5323.524414
	Iteration 18Q: 3 clusters Score -5532860 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -5532971.500000 Penalty: 5323.524414
	Iteration 19Q: 3 clusters Score -5532972 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5533098.500000 Penalty: 5323.524414
	Iteration 20F: 3 clusters Score -5533098 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -5533188.000000 Penalty: 5323.524414
	Iteration 21Q: 3 clusters Score -5533188 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5533259.000000 Penalty: 5323.524414
	Iteration 22Q: 3 clusters Score -5533259 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5533363.500000 Penalty: 5323.524414
	Iteration 23Q: 3 clusters Score -5533364 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5533495.000000 Penalty: 5323.524414
	Iteration 24Q: 3 clusters Score -5533495 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5533611.000000 Penalty: 5323.524414
	Iteration 25Q: 3 clusters Score -5533611 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5533744.000000 Penalty: 5323.524414
	Iteration 26Q: 3 clusters Score -5533744 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5533840.000000 Penalty: 5323.524414
	Iteration 27Q: 3 clusters Score -5533840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5533926.500000 Penalty: 5323.524414
	Iteration 28Q: 3 clusters Score -5533926 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5533996.500000 Penalty: 5323.524414
	Iteration 29Q: 3 clusters Score -5533996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -5534087.500000 Penalty: 5323.524414
	Iteration 30Q: 3 clusters Score -5534088 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -5534160.500000 Penalty: 5323.524414
	Iteration 31Q: 3 clusters Score -5534160 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5534218.500000 Penalty: 5323.524414
	Iteration 32Q: 3 clusters Score -5534218 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5534266.500000 Penalty: 5323.524414
	Iteration 33Q: 3 clusters Score -5534266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5534322.000000 Penalty: 5323.524414
	Iteration 34Q: 3 clusters Score -5534322 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5534353.000000 Penalty: 5323.524414
	Iteration 35Q: 3 clusters Score -5534353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5534427.500000 Penalty: 5323.524414
	Iteration 36Q: 3 clusters Score -5534428 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5534468.500000 Penalty: 5323.524414
	Iteration 37Q: 3 clusters Score -5534468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5534519.500000 Penalty: 5323.524414
	Iteration 38Q: 3 clusters Score -5534520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -5534541.500000 Penalty: 5323.524414
	Iteration 39Q: 3 clusters Score -5534542 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5534585.000000 Penalty: 5323.524414
	Iteration 40F: 3 clusters Score -5534585 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5534621.500000 Penalty: 5323.524414
	Iteration 41Q: 3 clusters Score -5534622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5534640.000000 Penalty: 5323.524414
	Iteration 42Q: 3 clusters Score -5534640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5534667.000000 Penalty: 5323.524414
	Iteration 43Q: 3 clusters Score -5534667 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5534696.000000 Penalty: 5323.524414
	Iteration 44Q: 3 clusters Score -5534696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5534730.000000 Penalty: 5323.524414
	Iteration 45Q: 3 clusters Score -5534730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5534731.000000 Penalty: 5323.524414
	Iteration 46Q: 3 clusters Score -5534731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5534745.000000 Penalty: 5323.524414
	Iteration 47Q: 3 clusters Score -5534745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5534747.000000 Penalty: 5323.524414
	Iteration 48Q: 3 clusters Score -5534747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5534756.000000 Penalty: 5323.524414
	Iteration 49Q: 3 clusters Score -5534756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5534776.500000 Penalty: 5323.524414
	Iteration 50Q: 3 clusters Score -5534776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -5534803.000000 Penalty: 5323.524414
	Iteration 51Q: 3 clusters Score -5534803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -5534808.000000 Penalty: 5323.524414
	Iteration 52Q: 3 clusters Score -5534808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -5534825.000000 Penalty: 5323.524414
	Iteration 53Q: 3 clusters Score -5534825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5534822.500000 Penalty: 5323.524414
	Iteration 54Q: 3 clusters Score -5534822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5534841.000000 Penalty: 5323.524414
	Iteration 55Q: 3 clusters Score -5534841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -5534847.500000 Penalty: 5323.524414
	Iteration 56Q: 3 clusters Score -5534848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5534868.000000 Penalty: 5323.524414
	Iteration 57Q: 3 clusters Score -5534868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5534896.000000 Penalty: 5323.524414
	Iteration 58Q: 3 clusters Score -5534896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5534917.000000 Penalty: 5323.524414
	Iteration 59Q: 3 clusters Score -5534917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5534947.000000 Penalty: 5323.524414
	Iteration 60F: 3 clusters Score -5534947 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5534977.500000 Penalty: 5323.524414
	Iteration 61Q: 3 clusters Score -5534978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -5535033.500000 Penalty: 5323.524414
	Iteration 62Q: 3 clusters Score -5535034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5535067.500000 Penalty: 5323.524414
	Iteration 63Q: 3 clusters Score -5535068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5535097.000000 Penalty: 5323.524414
	Iteration 64Q: 3 clusters Score -5535097 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5535134.500000 Penalty: 5323.524414
	Iteration 65Q: 3 clusters Score -5535134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5535148.000000 Penalty: 5323.524414
	Iteration 66Q: 3 clusters Score -5535148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5535150.500000 Penalty: 5323.524414
	Iteration 67Q: 3 clusters Score -5535150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5535171.000000 Penalty: 5323.524414
	Iteration 68Q: 3 clusters Score -5535171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5535168.000000 Penalty: 5323.524414
	Iteration 69Q: 3 clusters Score -5535168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5535184.000000 Penalty: 5323.524414
	Iteration 70Q: 3 clusters Score -5535184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -5535189.000000 Penalty: 5323.524414
	Iteration 71Q: 3 clusters Score -5535189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5535194.000000 Penalty: 5323.524414
	Iteration 72Q: 3 clusters Score -5535194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5535194.500000 Penalty: 5323.524414
	Iteration 73Q: 3 clusters Score -5535194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5535193.500000 Penalty: 5323.524414
	Iteration 74Q: 3 clusters Score -5535194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -5535199.000000 Penalty: 5323.524414
	Iteration 75Q: 3 clusters Score -5535199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5535193.500000 Penalty: 5323.524414
	Iteration 76Q: 3 clusters Score -5535194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -5535193.000000 Penalty: 5323.524414
	Iteration 77Q: 3 clusters Score -5535193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5535192.500000 Penalty: 5323.524414
	Iteration 78Q: 3 clusters Score -5535192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -5535205.500000 Penalty: 5323.524414
	Iteration 79Q: 3 clusters Score -5535206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5535199.500000 Penalty: 5323.524414
	Iteration 80F: 3 clusters Score -5535200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5535206.500000 Penalty: 5323.524414
	Iteration 81Q: 3 clusters Score -5535206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5535205.000000 Penalty: 5323.524414
	Iteration 82Q: 3 clusters Score -5535205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5535198.000000 Penalty: 5323.524414
	Iteration 83Q: 3 clusters Score -5535198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5535198.000000 Penalty: 5323.524414
	Iteration 84F: 3 clusters Score -5535198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -877684.750000 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -877684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -871901.937500 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -871901.9 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -873679.875000 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -873679.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -874217.187500 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -874217.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -874674.375000 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -874674.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -875050.937500 Penalty: 4396.212891
	Iteration 4F: 3 clusters Score -875050.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -875378.812500 Penalty: 4396.212891
	Iteration 5F: 3 clusters Score -875378.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -875651.937500 Penalty: 4396.212891
	Iteration 6F: 3 clusters Score -875651.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -875874.937500 Penalty: 4396.212891
	Iteration 7Q: 3 clusters Score -875874.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -876005.000000 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -876005 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -876091.375000 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -876091.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -876160.375000 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -876160.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -876214.875000 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -876214.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -876269.437500 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -876269.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -876321.625000 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -876321.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -876360.875000 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -876360.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -876387.687500 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -876387.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -876408.250000 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -876408.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -876424.500000 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -876424.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -876438.750000 Penalty: 4396.212891
	Iteration 18Q: 3 clusters Score -876438.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -876447.000000 Penalty: 4396.212891
	Iteration 19Q: 3 clusters Score -876447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -876455.062500 Penalty: 4396.212891
	Iteration 20F: 3 clusters Score -876455.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -876460.125000 Penalty: 4396.212891
	Iteration 21Q: 3 clusters Score -876460.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -876467.125000 Penalty: 4396.212891
	Iteration 22Q: 3 clusters Score -876467.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -876473.125000 Penalty: 4396.212891
	Iteration 23Q: 3 clusters Score -876473.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -876475.125000 Penalty: 4396.212891
	Iteration 24Q: 3 clusters Score -876475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -876477.437500 Penalty: 4396.212891
	Iteration 25Q: 3 clusters Score -876477.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -876480.875000 Penalty: 4396.212891
	Iteration 26Q: 3 clusters Score -876480.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -876481.937500 Penalty: 4396.212891
	Iteration 27Q: 3 clusters Score -876481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -876486.250000 Penalty: 4396.212891
	Iteration 28Q: 3 clusters Score -876486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -876486.437500 Penalty: 4396.212891
	Iteration 29Q: 3 clusters Score -876486.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -876491.687500 Penalty: 4396.212891
	Iteration 30Q: 3 clusters Score -876491.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -876496.062500 Penalty: 4396.212891
	Iteration 31Q: 3 clusters Score -876496.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -876500.187500 Penalty: 4396.212891
	Iteration 32Q: 3 clusters Score -876500.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -876502.562500 Penalty: 4396.212891
	Iteration 33Q: 3 clusters Score -876502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -876504.625000 Penalty: 4396.212891
	Iteration 34Q: 3 clusters Score -876504.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -876507.750000 Penalty: 4396.212891
	Iteration 35Q: 3 clusters Score -876507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -876514.812500 Penalty: 4396.212891
	Iteration 36Q: 3 clusters Score -876514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -876515.375000 Penalty: 4396.212891
	Iteration 37Q: 3 clusters Score -876515.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -876525.625000 Penalty: 4396.212891
	Iteration 38Q: 3 clusters Score -876525.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -876533.062500 Penalty: 4396.212891
	Iteration 39Q: 3 clusters Score -876533.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -876541.375000 Penalty: 4396.212891
	Iteration 40F: 3 clusters Score -876541.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -876550.062500 Penalty: 4396.212891
	Iteration 41Q: 3 clusters Score -876550.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -876559.812500 Penalty: 4396.212891
	Iteration 42Q: 3 clusters Score -876559.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -876565.875000 Penalty: 4396.212891
	Iteration 43Q: 3 clusters Score -876565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -876570.500000 Penalty: 4396.212891
	Iteration 44Q: 3 clusters Score -876570.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -876573.125000 Penalty: 4396.212891
	Iteration 45Q: 3 clusters Score -876573.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -876574.000000 Penalty: 4396.212891
	Iteration 46Q: 3 clusters Score -876574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -876575.375000 Penalty: 4396.212891
	Iteration 47Q: 3 clusters Score -876575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -876577.875000 Penalty: 4396.212891
	Iteration 48Q: 3 clusters Score -876577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -876577.375000 Penalty: 4396.212891
	Iteration 49Q: 3 clusters Score -876577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -876577.375000 Penalty: 4396.212891
	Iteration 50F: 3 clusters Score -876577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Entering Unmasked Estep 
Score: -842349.625000 Penalty: 2177.330078
	Iteration 0F: 2 clusters Score -842349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -836859.125000 Penalty: 4354.660156
	Iteration 0F: 3 clusters Score -836859.1 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -838313.437500 Penalty: 4354.660156
	Iteration 1F: 3 clusters Score -838313.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -838583.375000 Penalty: 4354.660156
	Iteration 2F: 3 clusters Score -838583.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -838799.625000 Penalty: 4354.660156
	Iteration 3F: 3 clusters Score -838799.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -838989.750000 Penalty: 4354.660156
	Iteration 4Q: 3 clusters Score -838989.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -839148.812500 Penalty: 4354.660156
	Iteration 5Q: 3 clusters Score -839148.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -839283.125000 Penalty: 4354.660156
	Iteration 6Q: 3 clusters Score -839283.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -839411.625000 Penalty: 4354.660156
	Iteration 7Q: 3 clusters Score -839411.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -839539.625000 Penalty: 4354.660156
	Iteration 8Q: 3 clusters Score -839539.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -839669.500000 Penalty: 4354.660156
	Iteration 9Q: 3 clusters Score -839669.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -839785.375000 Penalty: 4354.660156
	Iteration 10Q: 3 clusters Score -839785.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -839891.875000 Penalty: 4354.660156
	Iteration 11Q: 3 clusters Score -839891.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -839991.187500 Penalty: 4354.660156
	Iteration 12Q: 3 clusters Score -839991.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -840088.937500 Penalty: 4354.660156
	Iteration 13Q: 3 clusters Score -840088.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -840170.750000 Penalty: 4354.660156
	Iteration 14Q: 3 clusters Score -840170.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -840231.625000 Penalty: 4354.660156
	Iteration 15Q: 3 clusters Score -840231.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -840289.062500 Penalty: 4354.660156
	Iteration 16Q: 3 clusters Score -840289.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -840348.125000 Penalty: 4354.660156
	Iteration 17Q: 3 clusters Score -840348.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -840391.437500 Penalty: 4354.660156
	Iteration 18Q: 3 clusters Score -840391.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -840420.312500 Penalty: 4354.660156
	Iteration 19Q: 3 clusters Score -840420.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -840449.375000 Penalty: 4354.660156
	Iteration 20F: 3 clusters Score -840449.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -840472.437500 Penalty: 4354.660156
	Iteration 21Q: 3 clusters Score -840472.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -840497.062500 Penalty: 4354.660156
	Iteration 22Q: 3 clusters Score -840497.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -840513.000000 Penalty: 4354.660156
	Iteration 23Q: 3 clusters Score -840513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -840530.437500 Penalty: 4354.660156
	Iteration 24Q: 3 clusters Score -840530.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -840539.000000 Penalty: 4354.660156
	Iteration 25Q: 3 clusters Score -840539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -840547.937500 Penalty: 4354.660156
	Iteration 26Q: 3 clusters Score -840547.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -840555.437500 Penalty: 4354.660156
	Iteration 27Q: 3 clusters Score -840555.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -840561.562500 Penalty: 4354.660156
	Iteration 28Q: 3 clusters Score -840561.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -840569.812500 Penalty: 4354.660156
	Iteration 29Q: 3 clusters Score -840569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -840577.562500 Penalty: 4354.660156
	Iteration 30Q: 3 clusters Score -840577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -840578.937500 Penalty: 4354.660156
	Iteration 31Q: 3 clusters Score -840578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -840582.375000 Penalty: 4354.660156
	Iteration 32Q: 3 clusters Score -840582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -840584.812500 Penalty: 4354.660156
	Iteration 33Q: 3 clusters Score -840584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -840587.812500 Penalty: 4354.660156
	Iteration 34Q: 3 clusters Score -840587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -840590.125000 Penalty: 4354.660156
	Iteration 35Q: 3 clusters Score -840590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -840594.187500 Penalty: 4354.660156
	Iteration 36Q: 3 clusters Score -840594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -840596.187500 Penalty: 4354.660156
	Iteration 37Q: 3 clusters Score -840596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -840599.125000 Penalty: 4354.660156
	Iteration 38Q: 3 clusters Score -840599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -840599.375000 Penalty: 4354.660156
	Iteration 39Q: 3 clusters Score -840599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -840601.812500 Penalty: 4354.660156
	Iteration 40F: 3 clusters Score -840601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -840603.250000 Penalty: 4354.660156
	Iteration 41Q: 3 clusters Score -840603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -840604.125000 Penalty: 4354.660156
	Iteration 42Q: 3 clusters Score -840604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -840606.812500 Penalty: 4354.660156
	Iteration 43Q: 3 clusters Score -840606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -840608.000000 Penalty: 4354.660156
	Iteration 44Q: 3 clusters Score -840608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -840608.750000 Penalty: 4354.660156
	Iteration 45Q: 3 clusters Score -840608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -840609.250000 Penalty: 4354.660156
	Iteration 46Q: 3 clusters Score -840609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -840609.250000 Penalty: 4354.660156
	Iteration 47F: 3 clusters Score -840609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Entering Unmasked Estep 
Score: -5102651.000000 Penalty: 2625.585693
	Iteration 0F: 2 clusters Score -5102651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5075838.500000 Penalty: 5251.171387
	Iteration 0F: 3 clusters Score -5075838 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5085761.000000 Penalty: 5251.171387
	Iteration 1F: 3 clusters Score -5085761 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5086285.500000 Penalty: 5251.171387
	Iteration 2Q: 3 clusters Score -5086286 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5086733.500000 Penalty: 5251.171387
	Iteration 3Q: 3 clusters Score -5086734 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5087082.500000 Penalty: 5251.171387
	Iteration 4Q: 3 clusters Score -5087082 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5087558.000000 Penalty: 5251.171387
	Iteration 5Q: 3 clusters Score -5087558 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5088064.500000 Penalty: 5251.171387
	Iteration 6Q: 3 clusters Score -5088064 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5088745.000000 Penalty: 5251.171387
	Iteration 7Q: 3 clusters Score -5088745 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -5089673.500000 Penalty: 5251.171387
	Iteration 8Q: 3 clusters Score -5089674 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5090909.000000 Penalty: 5251.171387
	Iteration 9Q: 3 clusters Score -5090909 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5092361.000000 Penalty: 5251.171387
	Iteration 10F: 3 clusters Score -5092361 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5093713.000000 Penalty: 5251.171387
	Iteration 11F: 3 clusters Score -5093713 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5094728.500000 Penalty: 5251.171387
	Iteration 12Q: 3 clusters Score -5094728 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5095400.000000 Penalty: 5251.171387
	Iteration 13Q: 3 clusters Score -5095400 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5095906.500000 Penalty: 5251.171387
	Iteration 14Q: 3 clusters Score -5095906 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5096355.500000 Penalty: 5251.171387
	Iteration 15Q: 3 clusters Score -5096356 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5096658.500000 Penalty: 5251.171387
	Iteration 16Q: 3 clusters Score -5096658 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5096929.500000 Penalty: 5251.171387
	Iteration 17Q: 3 clusters Score -5096930 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5097196.000000 Penalty: 5251.171387
	Iteration 18Q: 3 clusters Score -5097196 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5097434.000000 Penalty: 5251.171387
	Iteration 19Q: 3 clusters Score -5097434 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -5097662.000000 Penalty: 5251.171387
	Iteration 20F: 3 clusters Score -5097662 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5097896.000000 Penalty: 5251.171387
	Iteration 21Q: 3 clusters Score -5097896 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5098185.500000 Penalty: 5251.171387
	Iteration 22Q: 3 clusters Score -5098186 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5098419.500000 Penalty: 5251.171387
	Iteration 23Q: 3 clusters Score -5098420 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -5098650.500000 Penalty: 5251.171387
	Iteration 24Q: 3 clusters Score -5098650 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5098883.500000 Penalty: 5251.171387
	Iteration 25Q: 3 clusters Score -5098884 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5099117.500000 Penalty: 5251.171387
	Iteration 26Q: 3 clusters Score -5099118 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5099312.000000 Penalty: 5251.171387
	Iteration 27Q: 3 clusters Score -5099312 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5099534.000000 Penalty: 5251.171387
	Iteration 28Q: 3 clusters Score -5099534 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5099715.500000 Penalty: 5251.171387
	Iteration 29Q: 3 clusters Score -5099716 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -5099857.500000 Penalty: 5251.171387
	Iteration 30Q: 3 clusters Score -5099858 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -5099979.500000 Penalty: 5251.171387
	Iteration 31Q: 3 clusters Score -5099980 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -5100055.000000 Penalty: 5251.171387
	Iteration 32Q: 3 clusters Score -5100055 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5100147.500000 Penalty: 5251.171387
	Iteration 33Q: 3 clusters Score -5100148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5100204.000000 Penalty: 5251.171387
	Iteration 34Q: 3 clusters Score -5100204 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5100260.000000 Penalty: 5251.171387
	Iteration 35Q: 3 clusters Score -5100260 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5100304.000000 Penalty: 5251.171387
	Iteration 36Q: 3 clusters Score -5100304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -5100360.000000 Penalty: 5251.171387
	Iteration 37Q: 3 clusters Score -5100360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -5100383.500000 Penalty: 5251.171387
	Iteration 38Q: 3 clusters Score -5100384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -5100420.500000 Penalty: 5251.171387
	Iteration 39Q: 3 clusters Score -5100420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5100454.000000 Penalty: 5251.171387
	Iteration 40F: 3 clusters Score -5100454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5100480.000000 Penalty: 5251.171387
	Iteration 41Q: 3 clusters Score -5100480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5100487.000000 Penalty: 5251.171387
	Iteration 42Q: 3 clusters Score -5100487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5100500.000000 Penalty: 5251.171387
	Iteration 43Q: 3 clusters Score -5100500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5100515.000000 Penalty: 5251.171387
	Iteration 44Q: 3 clusters Score -5100515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5100523.000000 Penalty: 5251.171387
	Iteration 45Q: 3 clusters Score -5100523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -5100529.000000 Penalty: 5251.171387
	Iteration 46Q: 3 clusters Score -5100529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5100541.500000 Penalty: 5251.171387
	Iteration 47Q: 3 clusters Score -5100542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5100542.000000 Penalty: 5251.171387
	Iteration 48Q: 3 clusters Score -5100542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5100553.500000 Penalty: 5251.171387
	Iteration 49Q: 3 clusters Score -5100554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5100560.000000 Penalty: 5251.171387
	Iteration 50Q: 3 clusters Score -5100560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -5100578.500000 Penalty: 5251.171387
	Iteration 51Q: 3 clusters Score -5100578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5100584.000000 Penalty: 5251.171387
	Iteration 52Q: 3 clusters Score -5100584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5100585.500000 Penalty: 5251.171387
	Iteration 53Q: 3 clusters Score -5100586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5100585.500000 Penalty: 5251.171387
	Iteration 54Q: 3 clusters Score -5100586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -5100589.500000 Penalty: 5251.171387
	Iteration 55Q: 3 clusters Score -5100590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -5100589.500000 Penalty: 5251.171387
	Iteration 56Q: 3 clusters Score -5100590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5100590.000000 Penalty: 5251.171387
	Iteration 57Q: 3 clusters Score -5100590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5100588.500000 Penalty: 5251.171387
	Iteration 58Q: 3 clusters Score -5100588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5100594.000000 Penalty: 5251.171387
	Iteration 59Q: 3 clusters Score -5100594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5100589.000000 Penalty: 5251.171387
	Iteration 60F: 3 clusters Score -5100589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5100598.500000 Penalty: 5251.171387
	Iteration 61Q: 3 clusters Score -5100598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -5100600.500000 Penalty: 5251.171387
	Iteration 62Q: 3 clusters Score -5100600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5100602.500000 Penalty: 5251.171387
	Iteration 63Q: 3 clusters Score -5100602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5100613.500000 Penalty: 5251.171387
	Iteration 64Q: 3 clusters Score -5100614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5100613.000000 Penalty: 5251.171387
	Iteration 65Q: 3 clusters Score -5100613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -5100613.500000 Penalty: 5251.171387
	Iteration 66Q: 3 clusters Score -5100614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5100621.000000 Penalty: 5251.171387
	Iteration 67Q: 3 clusters Score -5100621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -5100622.000000 Penalty: 5251.171387
	Iteration 68Q: 3 clusters Score -5100622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5100619.000000 Penalty: 5251.171387
	Iteration 69Q: 3 clusters Score -5100619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -5100617.500000 Penalty: 5251.171387
	Iteration 70Q: 3 clusters Score -5100618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -5100620.000000 Penalty: 5251.171387
	Iteration 71Q: 3 clusters Score -5100620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5100630.000000 Penalty: 5251.171387
	Iteration 72Q: 3 clusters Score -5100630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5100627.000000 Penalty: 5251.171387
	Iteration 73Q: 3 clusters Score -5100627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5100627.000000 Penalty: 5251.171387
	Iteration 74Q: 3 clusters Score -5100627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5100628.000000 Penalty: 5251.171387
	Iteration 75Q: 3 clusters Score -5100628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5100629.000000 Penalty: 5251.171387
	Iteration 76Q: 3 clusters Score -5100629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5100633.000000 Penalty: 5251.171387
	Iteration 77Q: 3 clusters Score -5100633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5100633.500000 Penalty: 5251.171387
	Iteration 78Q: 3 clusters Score -5100634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5100635.000000 Penalty: 5251.171387
	Iteration 79Q: 3 clusters Score -5100635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5100634.500000 Penalty: 5251.171387
	Iteration 80F: 3 clusters Score -5100634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5100634.000000 Penalty: 5251.171387
	Iteration 81Q: 3 clusters Score -5100634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5100632.500000 Penalty: 5251.171387
	Iteration 82Q: 3 clusters Score -5100632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5100635.500000 Penalty: 5251.171387
	Iteration 83Q: 3 clusters Score -5100636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5100635.000000 Penalty: 5251.171387
	Iteration 84Q: 3 clusters Score -5100635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5100644.000000 Penalty: 5251.171387
	Iteration 85Q: 3 clusters Score -5100644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5100641.500000 Penalty: 5251.171387
	Iteration 86Q: 3 clusters Score -5100642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5100641.500000 Penalty: 5251.171387
	Iteration 87Q: 3 clusters Score -5100642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5100640.500000 Penalty: 5251.171387
	Iteration 88Q: 3 clusters Score -5100640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5100642.000000 Penalty: 5251.171387
	Iteration 89Q: 3 clusters Score -5100642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5100639.500000 Penalty: 5251.171387
	Iteration 90Q: 3 clusters Score -5100640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5100639.500000 Penalty: 5251.171387
	Iteration 91F: 3 clusters Score -5100640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (162791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Entering Unmasked Estep 
Score: -21324468.000000 Penalty: 2976.055176
	Iteration 0F: 2 clusters Score -2.132447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -21215824.000000 Penalty: 5952.110352
	Iteration 0F: 3 clusters Score -2.121582e+07 nChanged 77874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -21262040.000000 Penalty: 5952.110352
	Iteration 1F: 3 clusters Score -2.126204e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -21264578.000000 Penalty: 5952.110352
	Iteration 2Q: 3 clusters Score -2.126458e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -21269100.000000 Penalty: 5952.110352
	Iteration 3F: 3 clusters Score -2.12691e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 114476 members 
Entering Unmasked Estep 
Score: -21276776.000000 Penalty: 5952.110352
	Iteration 4F: 3 clusters Score -2.127678e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -21288686.000000 Penalty: 5952.110352
	Iteration 5F: 3 clusters Score -2.128869e+07 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -21302804.000000 Penalty: 5952.110352
	Iteration 6F: 3 clusters Score -2.13028e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 153983 members 
Entering Unmasked Estep 
Score: -21313742.000000 Penalty: 5952.110352
	Iteration 7F: 3 clusters Score -2.131374e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 159667 members 
Entering Unmasked Estep 
Score: -21319006.000000 Penalty: 5952.110352
	Iteration 8Q: 3 clusters Score -2.131901e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -21320918.000000 Penalty: 5952.110352
	Iteration 9Q: 3 clusters Score -2.132092e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -21321430.000000 Penalty: 5952.110352
	Iteration 10Q: 3 clusters Score -2.132143e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -21321670.000000 Penalty: 5952.110352
	Iteration 11Q: 3 clusters Score -2.132167e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -21321744.000000 Penalty: 5952.110352
	Iteration 12Q: 3 clusters Score -2.132174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -21321784.000000 Penalty: 5952.110352
	Iteration 13Q: 3 clusters Score -2.132178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -21321836.000000 Penalty: 5952.110352
	Iteration 14Q: 3 clusters Score -2.132184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 162507 members 
Entering Unmasked Estep 
Score: -21321858.000000 Penalty: 5952.110352
	Iteration 15Q: 3 clusters Score -2.132186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162515 members 
Entering Unmasked Estep 
Score: -21321876.000000 Penalty: 5952.110352
	Iteration 16Q: 3 clusters Score -2.132188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
Score: -21321902.000000 Penalty: 5952.110352
	Iteration 17Q: 3 clusters Score -2.13219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -21321886.000000 Penalty: 5952.110352
	Iteration 18Q: 3 clusters Score -2.132189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -21321884.000000 Penalty: 5952.110352
	Iteration 19Q: 3 clusters Score -2.132188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -21321904.000000 Penalty: 5952.110352
	Iteration 20F: 3 clusters Score -2.13219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -21321894.000000 Penalty: 5952.110352
	Iteration 21Q: 3 clusters Score -2.132189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -21321900.000000 Penalty: 5952.110352
	Iteration 22Q: 3 clusters Score -2.13219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -21321900.000000 Penalty: 5952.110352
	Iteration 23F: 3 clusters Score -2.13219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1634531.500000 Penalty: 2343.577148
	Iteration 0F: 2 clusters Score -1634532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1625221.000000 Penalty: 4687.154297
	Iteration 0F: 3 clusters Score -1625221 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1628214.125000 Penalty: 4687.154297
	Iteration 1F: 3 clusters Score -1628214 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1628617.875000 Penalty: 4687.154297
	Iteration 2F: 3 clusters Score -1628618 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1628990.625000 Penalty: 4687.154297
	Iteration 3F: 3 clusters Score -1628991 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1629326.000000 Penalty: 4687.154297
	Iteration 4Q: 3 clusters Score -1629326 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1629648.500000 Penalty: 4687.154297
	Iteration 5Q: 3 clusters Score -1629648 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1630028.750000 Penalty: 4687.154297
	Iteration 6F: 3 clusters Score -1630029 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1630448.500000 Penalty: 4687.154297
	Iteration 7F: 3 clusters Score -1630448 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1630902.375000 Penalty: 4687.154297
	Iteration 8F: 3 clusters Score -1630902 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1631348.625000 Penalty: 4687.154297
	Iteration 9F: 3 clusters Score -1631349 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1631723.125000 Penalty: 4687.154297
	Iteration 10Q: 3 clusters Score -1631723 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1632077.875000 Penalty: 4687.154297
	Iteration 11Q: 3 clusters Score -1632078 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1632400.875000 Penalty: 4687.154297
	Iteration 12Q: 3 clusters Score -1632401 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1632717.250000 Penalty: 4687.154297
	Iteration 13Q: 3 clusters Score -1632717 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1633116.750000 Penalty: 4687.154297
	Iteration 14Q: 3 clusters Score -1633117 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1633566.250000 Penalty: 4687.154297
	Iteration 15Q: 3 clusters Score -1633566 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1633957.875000 Penalty: 4687.154297
	Iteration 16Q: 3 clusters Score -1633958 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1634219.625000 Penalty: 4687.154297
	Iteration 17Q: 3 clusters Score -1634220 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1634365.375000 Penalty: 4687.154297
	Iteration 18Q: 3 clusters Score -1634365 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1634441.875000 Penalty: 4687.154297
	Iteration 19Q: 3 clusters Score -1634442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1634488.125000 Penalty: 4687.154297
	Iteration 20F: 3 clusters Score -1634488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1634517.500000 Penalty: 4687.154297
	Iteration 21Q: 3 clusters Score -1634518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1634546.500000 Penalty: 4687.154297
	Iteration 22Q: 3 clusters Score -1634546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1634563.750000 Penalty: 4687.154297
	Iteration 23Q: 3 clusters Score -1634564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1634576.750000 Penalty: 4687.154297
	Iteration 24Q: 3 clusters Score -1634577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1634578.375000 Penalty: 4687.154297
	Iteration 25Q: 3 clusters Score -1634578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1634581.875000 Penalty: 4687.154297
	Iteration 26Q: 3 clusters Score -1634582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1634581.625000 Penalty: 4687.154297
	Iteration 27Q: 3 clusters Score -1634582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1634580.750000 Penalty: 4687.154297
	Iteration 28Q: 3 clusters Score -1634581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1634583.125000 Penalty: 4687.154297
	Iteration 29Q: 3 clusters Score -1634583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1634586.125000 Penalty: 4687.154297
	Iteration 30Q: 3 clusters Score -1634586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1634584.375000 Penalty: 4687.154297
	Iteration 31Q: 3 clusters Score -1634584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1634585.875000 Penalty: 4687.154297
	Iteration 32Q: 3 clusters Score -1634586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1634585.875000 Penalty: 4687.154297
	Iteration 33F: 3 clusters Score -1634586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 9007 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Mstep: Class 42 contains 3700 members 
Entering Unmasked Estep 
Score: -111267104.000000 Penalty: 142600.890625
Splitting cluster 33 changes total score from -111268064.000000 to -111267104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (117549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Entering Unmasked Estep 
Score: -15351629.000000 Penalty: 2895.303223
	Iteration 0F: 2 clusters Score -1.535163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -15273436.000000 Penalty: 5790.606445
	Iteration 0F: 3 clusters Score -1.527344e+07 nChanged 55551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -15305649.000000 Penalty: 5790.606445
	Iteration 1F: 3 clusters Score -1.530565e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -15306651.000000 Penalty: 5790.606445
	Iteration 2Q: 3 clusters Score -1.530665e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -15307996.000000 Penalty: 5790.606445
	Iteration 3Q: 3 clusters Score -1.5308e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -15309915.000000 Penalty: 5790.606445
	Iteration 4Q: 3 clusters Score -1.530992e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -15312479.000000 Penalty: 5790.606445
	Iteration 5Q: 3 clusters Score -1.531248e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -15315688.000000 Penalty: 5790.606445
	Iteration 6F: 3 clusters Score -1.531569e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -15319760.000000 Penalty: 5790.606445
	Iteration 7F: 3 clusters Score -1.531976e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -15324062.000000 Penalty: 5790.606445
	Iteration 8F: 3 clusters Score -1.532406e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -15327878.000000 Penalty: 5790.606445
	Iteration 9F: 3 clusters Score -1.532788e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -15331021.000000 Penalty: 5790.606445
	Iteration 10Q: 3 clusters Score -1.533102e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -15333016.000000 Penalty: 5790.606445
	Iteration 11Q: 3 clusters Score -1.533302e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -15334179.000000 Penalty: 5790.606445
	Iteration 12Q: 3 clusters Score -1.533418e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -15334786.000000 Penalty: 5790.606445
	Iteration 13Q: 3 clusters Score -1.533479e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -15335235.000000 Penalty: 5790.606445
	Iteration 14Q: 3 clusters Score -1.533524e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -15335642.000000 Penalty: 5790.606445
	Iteration 15Q: 3 clusters Score -1.533564e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -15335957.000000 Penalty: 5790.606445
	Iteration 16Q: 3 clusters Score -1.533596e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -15336329.000000 Penalty: 5790.606445
	Iteration 17Q: 3 clusters Score -1.533633e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -15336659.000000 Penalty: 5790.606445
	Iteration 18Q: 3 clusters Score -1.533666e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -15336994.000000 Penalty: 5790.606445
	Iteration 19Q: 3 clusters Score -1.533699e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -15337347.000000 Penalty: 5790.606445
	Iteration 20F: 3 clusters Score -1.533735e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -15337631.000000 Penalty: 5790.606445
	Iteration 21Q: 3 clusters Score -1.533763e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -15337927.000000 Penalty: 5790.606445
	Iteration 22Q: 3 clusters Score -1.533793e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -15338270.000000 Penalty: 5790.606445
	Iteration 23Q: 3 clusters Score -1.533827e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -15338513.000000 Penalty: 5790.606445
	Iteration 24Q: 3 clusters Score -1.533851e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -15338676.000000 Penalty: 5790.606445
	Iteration 25Q: 3 clusters Score -1.533868e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -15338952.000000 Penalty: 5790.606445
	Iteration 26Q: 3 clusters Score -1.533895e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -15339134.000000 Penalty: 5790.606445
	Iteration 27Q: 3 clusters Score -1.533913e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -15339360.000000 Penalty: 5790.606445
	Iteration 28Q: 3 clusters Score -1.533936e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -15339437.000000 Penalty: 5790.606445
	Iteration 29Q: 3 clusters Score -1.533944e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -15339611.000000 Penalty: 5790.606445
	Iteration 30Q: 3 clusters Score -1.533961e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -15339748.000000 Penalty: 5790.606445
	Iteration 31Q: 3 clusters Score -1.533975e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -15339936.000000 Penalty: 5790.606445
	Iteration 32Q: 3 clusters Score -1.533994e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -15340169.000000 Penalty: 5790.606445
	Iteration 33Q: 3 clusters Score -1.534017e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -15340245.000000 Penalty: 5790.606445
	Iteration 34Q: 3 clusters Score -1.534024e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -15340442.000000 Penalty: 5790.606445
	Iteration 35Q: 3 clusters Score -1.534044e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -15340534.000000 Penalty: 5790.606445
	Iteration 36Q: 3 clusters Score -1.534053e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -15340671.000000 Penalty: 5790.606445
	Iteration 37Q: 3 clusters Score -1.534067e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -15340797.000000 Penalty: 5790.606445
	Iteration 38Q: 3 clusters Score -1.53408e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -15340921.000000 Penalty: 5790.606445
	Iteration 39Q: 3 clusters Score -1.534092e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -15341014.000000 Penalty: 5790.606445
	Iteration 40F: 3 clusters Score -1.534101e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -15341073.000000 Penalty: 5790.606445
	Iteration 41Q: 3 clusters Score -1.534107e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -15341143.000000 Penalty: 5790.606445
	Iteration 42Q: 3 clusters Score -1.534114e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -15341238.000000 Penalty: 5790.606445
	Iteration 43Q: 3 clusters Score -1.534124e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -15341297.000000 Penalty: 5790.606445
	Iteration 44Q: 3 clusters Score -1.53413e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -15341373.000000 Penalty: 5790.606445
	Iteration 45Q: 3 clusters Score -1.534137e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -15341455.000000 Penalty: 5790.606445
	Iteration 46Q: 3 clusters Score -1.534146e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.534147e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -15341538.000000 Penalty: 5790.606445
	Iteration 48Q: 3 clusters Score -1.534154e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -15341588.000000 Penalty: 5790.606445
	Iteration 49Q: 3 clusters Score -1.534159e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -15341663.000000 Penalty: 5790.606445
	Iteration 50Q: 3 clusters Score -1.534166e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -15341694.000000 Penalty: 5790.606445
	Iteration 51Q: 3 clusters Score -1.534169e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.53418e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -15341872.000000 Penalty: 5790.606445
	Iteration 53Q: 3 clusters Score -1.534187e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -15341950.000000 Penalty: 5790.606445
	Iteration 54Q: 3 clusters Score -1.534195e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -15342069.000000 Penalty: 5790.606445
	Iteration 55Q: 3 clusters Score -1.534207e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -15342172.000000 Penalty: 5790.606445
	Iteration 56Q: 3 clusters Score -1.534217e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -15342238.000000 Penalty: 5790.606445
	Iteration 57Q: 3 clusters Score -1.534224e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -15342303.000000 Penalty: 5790.606445
	Iteration 58Q: 3 clusters Score -1.53423e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -15342321.000000 Penalty: 5790.606445
	Iteration 59Q: 3 clusters Score -1.534232e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -15342327.000000 Penalty: 5790.606445
	Iteration 60F: 3 clusters Score -1.534233e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -15342409.000000 Penalty: 5790.606445
	Iteration 61Q: 3 clusters Score -1.534241e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.534247e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.534248e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -15342499.000000 Penalty: 5790.606445
	Iteration 64Q: 3 clusters Score -1.53425e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -15342496.000000 Penalty: 5790.606445
	Iteration 65Q: 3 clusters Score -1.53425e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -15342523.000000 Penalty: 5790.606445
	Iteration 66Q: 3 clusters Score -1.534252e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -15342552.000000 Penalty: 5790.606445
	Iteration 67Q: 3 clusters Score -1.534255e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.534262e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.534266e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.534267e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.534265e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.534267e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.53427e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.534276e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -15342770.000000 Penalty: 5790.606445
	Iteration 75Q: 3 clusters Score -1.534277e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.534284e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.534286e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -15342945.000000 Penalty: 5790.606445
	Iteration 78Q: 3 clusters Score -1.534294e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.534297e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -15342996.000000 Penalty: 5790.606445
	Iteration 80F: 3 clusters Score -1.5343e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -15343053.000000 Penalty: 5790.606445
	Iteration 81Q: 3 clusters Score -1.534305e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -15343105.000000 Penalty: 5790.606445
	Iteration 82Q: 3 clusters Score -1.53431e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -15343159.000000 Penalty: 5790.606445
	Iteration 83Q: 3 clusters Score -1.534316e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -15343179.000000 Penalty: 5790.606445
	Iteration 84Q: 3 clusters Score -1.534318e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -15343213.000000 Penalty: 5790.606445
	Iteration 85Q: 3 clusters Score -1.534321e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -15343186.000000 Penalty: 5790.606445
	Iteration 86Q: 3 clusters Score -1.534319e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -15343275.000000 Penalty: 5790.606445
	Iteration 87Q: 3 clusters Score -1.534328e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -15343300.000000 Penalty: 5790.606445
	Iteration 88Q: 3 clusters Score -1.53433e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -15343380.000000 Penalty: 5790.606445
	Iteration 89Q: 3 clusters Score -1.534338e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -15343442.000000 Penalty: 5790.606445
	Iteration 90Q: 3 clusters Score -1.534344e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -15343476.000000 Penalty: 5790.606445
	Iteration 91Q: 3 clusters Score -1.534348e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -15343544.000000 Penalty: 5790.606445
	Iteration 92Q: 3 clusters Score -1.534354e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -15343556.000000 Penalty: 5790.606445
	Iteration 93Q: 3 clusters Score -1.534356e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -15343610.000000 Penalty: 5790.606445
	Iteration 94Q: 3 clusters Score -1.534361e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -15343664.000000 Penalty: 5790.606445
	Iteration 95Q: 3 clusters Score -1.534366e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -15343752.000000 Penalty: 5790.606445
	Iteration 96Q: 3 clusters Score -1.534375e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -15343794.000000 Penalty: 5790.606445
	Iteration 97Q: 3 clusters Score -1.534379e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -15343876.000000 Penalty: 5790.606445
	Iteration 98Q: 3 clusters Score -1.534388e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -15344001.000000 Penalty: 5790.606445
	Iteration 99Q: 3 clusters Score -1.5344e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -15344108.000000 Penalty: 5790.606445
	Iteration 100F: 3 clusters Score -1.534411e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -15344205.000000 Penalty: 5790.606445
	Iteration 101Q: 3 clusters Score -1.53442e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -15344307.000000 Penalty: 5790.606445
	Iteration 102Q: 3 clusters Score -1.534431e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -15344359.000000 Penalty: 5790.606445
	Iteration 103Q: 3 clusters Score -1.534436e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -15344516.000000 Penalty: 5790.606445
	Iteration 104Q: 3 clusters Score -1.534452e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -15344686.000000 Penalty: 5790.606445
	Iteration 105Q: 3 clusters Score -1.534469e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -15344842.000000 Penalty: 5790.606445
	Iteration 106Q: 3 clusters Score -1.534484e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -15344937.000000 Penalty: 5790.606445
	Iteration 107Q: 3 clusters Score -1.534494e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -15345108.000000 Penalty: 5790.606445
	Iteration 108Q: 3 clusters Score -1.534511e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -15345195.000000 Penalty: 5790.606445
	Iteration 109Q: 3 clusters Score -1.53452e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -15345357.000000 Penalty: 5790.606445
	Iteration 110Q: 3 clusters Score -1.534536e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -15345549.000000 Penalty: 5790.606445
	Iteration 111Q: 3 clusters Score -1.534555e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -15345762.000000 Penalty: 5790.606445
	Iteration 112Q: 3 clusters Score -1.534576e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -15345947.000000 Penalty: 5790.606445
	Iteration 113Q: 3 clusters Score -1.534595e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -15346148.000000 Penalty: 5790.606445
	Iteration 114Q: 3 clusters Score -1.534615e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -15346445.000000 Penalty: 5790.606445
	Iteration 115Q: 3 clusters Score -1.534644e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -15346667.000000 Penalty: 5790.606445
	Iteration 116Q: 3 clusters Score -1.534667e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -15346955.000000 Penalty: 5790.606445
	Iteration 117Q: 3 clusters Score -1.534696e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -15347143.000000 Penalty: 5790.606445
	Iteration 118Q: 3 clusters Score -1.534714e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -15347369.000000 Penalty: 5790.606445
	Iteration 119Q: 3 clusters Score -1.534737e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -15347549.000000 Penalty: 5790.606445
	Iteration 120F: 3 clusters Score -1.534755e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -15347752.000000 Penalty: 5790.606445
	Iteration 121Q: 3 clusters Score -1.534775e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -15348031.000000 Penalty: 5790.606445
	Iteration 122Q: 3 clusters Score -1.534803e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -15348191.000000 Penalty: 5790.606445
	Iteration 123Q: 3 clusters Score -1.534819e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -15348381.000000 Penalty: 5790.606445
	Iteration 124Q: 3 clusters Score -1.534838e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -15348576.000000 Penalty: 5790.606445
	Iteration 125Q: 3 clusters Score -1.534858e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115882 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15348732.000000 Penalty: 5790.606445
	Iteration 126Q: 3 clusters Score -1.534873e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116058 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15348787.000000 Penalty: 5790.606445
	Iteration 127Q: 3 clusters Score -1.534879e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15348845.000000 Penalty: 5790.606445
	Iteration 128Q: 3 clusters Score -1.534884e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -15348911.000000 Penalty: 5790.606445
	Iteration 129Q: 3 clusters Score -1.534891e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15348975.000000 Penalty: 5790.606445
	Iteration 130Q: 3 clusters Score -1.534898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15348991.000000 Penalty: 5790.606445
	Iteration 131Q: 3 clusters Score -1.534899e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15349004.000000 Penalty: 5790.606445
	Iteration 132Q: 3 clusters Score -1.5349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116508 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15349027.000000 Penalty: 5790.606445
	Iteration 133Q: 3 clusters Score -1.534903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15349067.000000 Penalty: 5790.606445
	Iteration 134Q: 3 clusters Score -1.534907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15349081.000000 Penalty: 5790.606445
	Iteration 135Q: 3 clusters Score -1.534908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116568 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15349101.000000 Penalty: 5790.606445
	Iteration 136Q: 3 clusters Score -1.53491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116587 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15349107.000000 Penalty: 5790.606445
	Iteration 137Q: 3 clusters Score -1.534911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -15349117.000000 Penalty: 5790.606445
	Iteration 138Q: 3 clusters Score -1.534912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116622 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15349110.000000 Penalty: 5790.606445
	Iteration 139Q: 3 clusters Score -1.534911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15349114.000000 Penalty: 5790.606445
	Iteration 140F: 3 clusters Score -1.534911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15349117.000000 Penalty: 5790.606445
	Iteration 141Q: 3 clusters Score -1.534912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15349118.000000 Penalty: 5790.606445
	Iteration 142Q: 3 clusters Score -1.534912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116665 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -15349122.000000 Penalty: 5790.606445
	Iteration 143Q: 3 clusters Score -1.534912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -15349123.000000 Penalty: 5790.606445
	Iteration 144Q: 3 clusters Score -1.534912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15349131.000000 Penalty: 5790.606445
	Iteration 145Q: 3 clusters Score -1.534913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116689 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15349137.000000 Penalty: 5790.606445
	Iteration 146Q: 3 clusters Score -1.534914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15349141.000000 Penalty: 5790.606445
	Iteration 147Q: 3 clusters Score -1.534914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15349141.000000 Penalty: 5790.606445
	Iteration 148F: 3 clusters Score -1.534914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -111775.625000 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -111775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109946.546875 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -109946.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110185.750000 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -110185.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110251.367188 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -110251.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110291.046875 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -110291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110310.484375 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -110310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110324.960938 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -110325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110327.945312 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -110327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110330.726562 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -110330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110335.984375 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -110336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110341.843750 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -110341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110347.828125 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -110347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110352.007812 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -110352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110356.062500 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -110356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110356.062500 Penalty: 3362.277344
	Iteration 13F: 3 clusters Score -110356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -301984.250000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -301984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -299035.562500 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -299035.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -299645.937500 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -299645.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -299826.968750 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -299827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -299946.656250 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -299946.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -300028.531250 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -300028.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -300073.937500 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -300073.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -300101.093750 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -300101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -300128.375000 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -300128.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -300150.343750 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -300150.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -300177.406250 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -300177.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -300204.968750 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -300205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -300230.781250 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -300230.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -300250.625000 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -300250.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -300265.000000 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -300265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -300280.156250 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -300280.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -300290.937500 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -300290.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -300300.937500 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -300300.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -300310.531250 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -300310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -300316.843750 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -300316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -300322.125000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -300322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -300326.687500 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -300326.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -300330.937500 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -300330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -300333.750000 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -300333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300335.781250 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -300335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -300341.875000 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -300341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300351.531250 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -300351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300357.062500 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -300357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -300360.343750 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -300360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -300364.062500 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -300364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300364.875000 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -300364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -300365.562500 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -300365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300365.968750 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -300366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -300366.156250 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -300366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -300366.875000 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -300366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -300366.812500 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -300366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -300366.812500 Penalty: 3893.264648
	Iteration 35F: 3 clusters Score -300366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -773488.875000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -773488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -768309.625000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -768309.6 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -769597.812500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -769597.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -769938.812500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -769938.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -770207.375000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -770207.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -770406.812500 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -770406.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -770571.875000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -770571.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -770695.437500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -770695.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -770784.437500 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -770784.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -770871.625000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -770871.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -770969.062500 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -770969.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -771067.875000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -771067.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -771173.062500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -771173.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -771267.312500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -771267.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -771351.562500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -771351.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -771422.625000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -771422.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -771486.000000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -771486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -771541.000000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -771541 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -771600.750000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -771600.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -771652.687500 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -771652.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -771713.562500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -771713.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -771762.937500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -771762.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -771824.187500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -771824.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -771878.500000 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -771878.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -771933.812500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -771933.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -771995.687500 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -771995.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -772053.062500 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -772053.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -772107.250000 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -772107.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -772172.312500 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -772172.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -772250.937500 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -772250.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -772338.625000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -772338.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -772444.250000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -772444.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -772568.562500 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -772568.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -772681.750000 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -772681.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -772814.687500 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -772814.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -772949.125000 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -772949.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -773028.687500 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -773028.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -773091.375000 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -773091.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -773143.250000 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -773143.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -773168.562500 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -773168.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -773174.000000 Penalty: 4326.964844
	Iteration 39Q: 3 clusters Score -773174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -773197.000000 Penalty: 4326.964844
	Iteration 40F: 3 clusters Score -773197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -773203.312500 Penalty: 4326.964844
	Iteration 41Q: 3 clusters Score -773203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -773203.562500 Penalty: 4326.964844
	Iteration 42Q: 3 clusters Score -773203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -773208.000000 Penalty: 4326.964844
	Iteration 43Q: 3 clusters Score -773208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -773209.750000 Penalty: 4326.964844
	Iteration 44Q: 3 clusters Score -773209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -773211.625000 Penalty: 4326.964844
	Iteration 45Q: 3 clusters Score -773211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -773211.875000 Penalty: 4326.964844
	Iteration 46Q: 3 clusters Score -773211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -773211.187500 Penalty: 4326.964844
	Iteration 47Q: 3 clusters Score -773211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -773211.625000 Penalty: 4326.964844
	Iteration 48Q: 3 clusters Score -773211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -773212.250000 Penalty: 4326.964844
	Iteration 49Q: 3 clusters Score -773212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -773212.125000 Penalty: 4326.964844
	Iteration 50Q: 3 clusters Score -773212.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -773212.125000 Penalty: 4326.964844
	Iteration 51F: 3 clusters Score -773212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -594394.625000 Penalty: 2108.867920
	Iteration 0F: 2 clusters Score -594394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589972.937500 Penalty: 4217.735840
	Iteration 0F: 3 clusters Score -589972.9 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -591297.250000 Penalty: 4217.735840
	Iteration 1F: 3 clusters Score -591297.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -591718.000000 Penalty: 4217.735840
	Iteration 2F: 3 clusters Score -591718 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -592035.500000 Penalty: 4217.735840
	Iteration 3F: 3 clusters Score -592035.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -592366.812500 Penalty: 4217.735840
	Iteration 4F: 3 clusters Score -592366.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -592658.312500 Penalty: 4217.735840
	Iteration 5F: 3 clusters Score -592658.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -592862.875000 Penalty: 4217.735840
	Iteration 6Q: 3 clusters Score -592862.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -592983.437500 Penalty: 4217.735840
	Iteration 7Q: 3 clusters Score -592983.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -593063.875000 Penalty: 4217.735840
	Iteration 8Q: 3 clusters Score -593063.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -593146.062500 Penalty: 4217.735840
	Iteration 9Q: 3 clusters Score -593146.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -593225.812500 Penalty: 4217.735840
	Iteration 10Q: 3 clusters Score -593225.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -593306.500000 Penalty: 4217.735840
	Iteration 11Q: 3 clusters Score -593306.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -593388.062500 Penalty: 4217.735840
	Iteration 12Q: 3 clusters Score -593388.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -593460.687500 Penalty: 4217.735840
	Iteration 13Q: 3 clusters Score -593460.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -593503.812500 Penalty: 4217.735840
	Iteration 14Q: 3 clusters Score -593503.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -593531.875000 Penalty: 4217.735840
	Iteration 15Q: 3 clusters Score -593531.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -593558.437500 Penalty: 4217.735840
	Iteration 16Q: 3 clusters Score -593558.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -593579.875000 Penalty: 4217.735840
	Iteration 17Q: 3 clusters Score -593579.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -593592.812500 Penalty: 4217.735840
	Iteration 18Q: 3 clusters Score -593592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -593600.625000 Penalty: 4217.735840
	Iteration 19Q: 3 clusters Score -593600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -593602.812500 Penalty: 4217.735840
	Iteration 20F: 3 clusters Score -593602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -593605.125000 Penalty: 4217.735840
	Iteration 21Q: 3 clusters Score -593605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -593606.125000 Penalty: 4217.735840
	Iteration 22Q: 3 clusters Score -593606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -593607.250000 Penalty: 4217.735840
	Iteration 23Q: 3 clusters Score -593607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -593607.250000 Penalty: 4217.735840
	Iteration 24F: 3 clusters Score -593607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -69019.359375 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -69019.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67543.828125 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -67543.83 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68187.882812 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -68187.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68842.398438 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -68842.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69311.914062 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -69311.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69477.648438 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -69477.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69511.820312 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -69511.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69550.929688 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -69550.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69557.476562 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -69557.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69582.945312 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -69582.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69598.992188 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -69598.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69605.375000 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -69605.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69608.117188 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -69608.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69608.117188 Penalty: 3189.940186
	Iteration 12F: 3 clusters Score -69608.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 89765 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 39618 members 
Mstep: Class 32 contains 162791 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 117549 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 2564 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 4932 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 12031 members 
Mstep: Class 41 contains 83208 members 
Mstep: Class 42 contains 449 members 
Entering Unmasked Estep 
Score: -111267000.000000 Penalty: 142600.890625
Splitting cluster 39 changes total score from -111268064.000000 to -111267000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1560961.250000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1560961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1552019.000000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1552019 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1554638.000000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1554638 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1554873.250000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1554873 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1555066.250000 Penalty: 4660.040039
	Iteration 3Q: 3 clusters Score -1555066 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1555232.875000 Penalty: 4660.040039
	Iteration 4Q: 3 clusters Score -1555233 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1555390.125000 Penalty: 4660.040039
	Iteration 5Q: 3 clusters Score -1555390 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1555558.000000 Penalty: 4660.040039
	Iteration 6Q: 3 clusters Score -1555558 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1555755.125000 Penalty: 4660.040039
	Iteration 7Q: 3 clusters Score -1555755 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1555959.500000 Penalty: 4660.040039
	Iteration 8Q: 3 clusters Score -1555960 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1556168.750000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1556169 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1556376.125000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1556376 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1556594.875000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1556595 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1556824.000000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1556824 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1557063.625000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1557064 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1557317.875000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1557318 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1557572.625000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1557573 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1557794.375000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1557794 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1557950.125000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1557950 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1558093.250000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1558093 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1558229.750000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1558230 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1558353.125000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1558353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1558465.750000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1558466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1558567.500000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1558568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1558662.500000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1558662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1558741.125000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1558741 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1558798.875000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1558799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1558856.875000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1558857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1558901.000000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1558901 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1558946.625000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1558947 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1558989.500000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1558990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1559022.625000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1559023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1559056.250000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1559056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1559077.750000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1559078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1559092.625000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1559093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1559108.875000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1559109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1559116.500000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1559116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1559119.875000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1559120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1559121.750000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1559122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1559127.750000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1559128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1559133.750000 Penalty: 4660.040039
	Iteration 39Q: 3 clusters Score -1559134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1559135.375000 Penalty: 4660.040039
	Iteration 40F: 3 clusters Score -1559135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1559132.375000 Penalty: 4660.040039
	Iteration 41Q: 3 clusters Score -1559132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1559136.250000 Penalty: 4660.040039
	Iteration 42Q: 3 clusters Score -1559136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1559137.750000 Penalty: 4660.040039
	Iteration 43Q: 3 clusters Score -1559138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1559135.375000 Penalty: 4660.040039
	Iteration 44Q: 3 clusters Score -1559135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1559135.875000 Penalty: 4660.040039
	Iteration 45Q: 3 clusters Score -1559136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1559139.250000 Penalty: 4660.040039
	Iteration 46Q: 3 clusters Score -1559139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1559138.625000 Penalty: 4660.040039
	Iteration 47Q: 3 clusters Score -1559139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1559140.375000 Penalty: 4660.040039
	Iteration 48Q: 3 clusters Score -1559140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1559142.500000 Penalty: 4660.040039
	Iteration 49Q: 3 clusters Score -1559142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1559143.125000 Penalty: 4660.040039
	Iteration 50Q: 3 clusters Score -1559143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1559141.125000 Penalty: 4660.040039
	Iteration 51Q: 3 clusters Score -1559141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1559141.125000 Penalty: 4660.040039
	Iteration 52F: 3 clusters Score -1559141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Entering Unmasked Estep 
Score: -10827007.000000 Penalty: 2809.616455
	Iteration 0F: 2 clusters Score -1.082701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -10771531.000000 Penalty: 5619.232910
	Iteration 0F: 3 clusters Score -1.077153e+07 nChanged 39072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -10794138.000000 Penalty: 5619.232910
	Iteration 1F: 3 clusters Score -1.079414e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -10795376.000000 Penalty: 5619.232910
	Iteration 2Q: 3 clusters Score -1.079538e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -10796791.000000 Penalty: 5619.232910
	Iteration 3Q: 3 clusters Score -1.079679e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -10798568.000000 Penalty: 5619.232910
	Iteration 4Q: 3 clusters Score -1.079857e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -10800796.000000 Penalty: 5619.232910
	Iteration 5F: 3 clusters Score -1.08008e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -10803635.000000 Penalty: 5619.232910
	Iteration 6F: 3 clusters Score -1.080364e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -10807287.000000 Penalty: 5619.232910
	Iteration 7F: 3 clusters Score -1.080729e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -10811633.000000 Penalty: 5619.232910
	Iteration 8F: 3 clusters Score -1.081163e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -10816126.000000 Penalty: 5619.232910
	Iteration 9F: 3 clusters Score -1.081613e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -10819763.000000 Penalty: 5619.232910
	Iteration 10F: 3 clusters Score -1.081976e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -10822092.000000 Penalty: 5619.232910
	Iteration 11Q: 3 clusters Score -1.082209e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -10823346.000000 Penalty: 5619.232910
	Iteration 12Q: 3 clusters Score -1.082335e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -10823990.000000 Penalty: 5619.232910
	Iteration 13Q: 3 clusters Score -1.082399e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -10824297.000000 Penalty: 5619.232910
	Iteration 14Q: 3 clusters Score -1.08243e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -10824436.000000 Penalty: 5619.232910
	Iteration 15Q: 3 clusters Score -1.082444e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -10824535.000000 Penalty: 5619.232910
	Iteration 16Q: 3 clusters Score -1.082454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -10824570.000000 Penalty: 5619.232910
	Iteration 17Q: 3 clusters Score -1.082457e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -10824611.000000 Penalty: 5619.232910
	Iteration 18Q: 3 clusters Score -1.082461e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -10824639.000000 Penalty: 5619.232910
	Iteration 19Q: 3 clusters Score -1.082464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -10824648.000000 Penalty: 5619.232910
	Iteration 20F: 3 clusters Score -1.082465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -10824650.000000 Penalty: 5619.232910
	Iteration 21Q: 3 clusters Score -1.082465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -10824659.000000 Penalty: 5619.232910
	Iteration 22Q: 3 clusters Score -1.082466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -10824663.000000 Penalty: 5619.232910
	Iteration 23Q: 3 clusters Score -1.082466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -10824673.000000 Penalty: 5619.232910
	Iteration 24Q: 3 clusters Score -1.082467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -10824677.000000 Penalty: 5619.232910
	Iteration 25Q: 3 clusters Score -1.082468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10824674.000000 Penalty: 5619.232910
	Iteration 26Q: 3 clusters Score -1.082467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -10824673.000000 Penalty: 5619.232910
	Iteration 27Q: 3 clusters Score -1.082467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10824677.000000 Penalty: 5619.232910
	Iteration 28Q: 3 clusters Score -1.082468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -10824678.000000 Penalty: 5619.232910
	Iteration 29Q: 3 clusters Score -1.082468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -10824680.000000 Penalty: 5619.232910
	Iteration 30Q: 3 clusters Score -1.082468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -10824686.000000 Penalty: 5619.232910
	Iteration 31Q: 3 clusters Score -1.082469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -10824687.000000 Penalty: 5619.232910
	Iteration 32Q: 3 clusters Score -1.082469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -10824687.000000 Penalty: 5619.232910
	Iteration 33F: 3 clusters Score -1.082469e+07 nChanged 0
--- Evaluating fit on full set of 2647627 points ---
Entering Unmasked Estep 
Score: -334157248.000000 Penalty: 150376.328125
20->42 Clusters: Score -334157248.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 882542 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 44236 members 
Mstep: Class 3 contains 44102 members 
Mstep: Class 4 contains 43971 members 
Mstep: Class 5 contains 43790 members 
Mstep: Class 6 contains 44515 members 
Mstep: Class 7 contains 43876 members 
Mstep: Class 8 contains 44096 members 
Mstep: Class 9 contains 44280 members 
Mstep: Class 10 contains 44000 members 
Mstep: Class 11 contains 44247 members 
Mstep: Class 12 contains 44149 members 
Mstep: Class 13 contains 44028 members 
Mstep: Class 14 contains 44288 members 
Mstep: Class 15 contains 44178 members 
Mstep: Class 16 contains 43897 members 
Mstep: Class 17 contains 43892 members 
Mstep: Class 18 contains 44224 members 
Mstep: Class 19 contains 44107 members 
Mstep: Class 20 contains 44404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 824.527466 but Gain 3395.261719
Score: -104348264.000000 Penalty: 64509.925781
Iteration 0F: 20 clusters Score -1.043483e+08 nChanged 834559
Entering Unmasked Mstep 
Mstep: Class 0 contains 553 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 68101 members 
Mstep: Class 3 contains 65946 members 
Mstep: Class 4 contains 27423 members 
Mstep: Class 5 contains 41559 members 
Mstep: Class 6 contains 24690 members 
Mstep: Class 7 contains 28124 members 
Mstep: Class 8 contains 25362 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 50254 members 
Mstep: Class 11 contains 90400 members 
Mstep: Class 12 contains 31520 members 
Mstep: Class 13 contains 28221 members 
Mstep: Class 14 contains 61205 members 
Mstep: Class 16 contains 96028 members 
Mstep: Class 17 contains 79018 members 
Mstep: Class 18 contains 35218 members 
Mstep: Class 19 contains 46372 members 
Mstep: Class 20 contains 46638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108104152.000000 Penalty: 64509.925781
Iteration 1F: 20 clusters Score -1.081042e+08 nChanged 428095
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 95825 members 
Mstep: Class 3 contains 45757 members 
Mstep: Class 4 contains 16641 members 
Mstep: Class 5 contains 26550 members 
Mstep: Class 6 contains 20771 members 
Mstep: Class 7 contains 34996 members 
Mstep: Class 8 contains 15587 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 58694 members 
Mstep: Class 11 contains 172813 members 
Mstep: Class 12 contains 28710 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 14 contains 75231 members 
Mstep: Class 16 contains 77756 members 
Mstep: Class 17 contains 53913 members 
Mstep: Class 18 contains 37911 members 
Mstep: Class 19 contains 34779 members 
Mstep: Class 20 contains 41580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109402048.000000 Penalty: 64509.925781
Iteration 2F: 20 clusters Score -1.09402e+08 nChanged 267513
Entering Unmasked Mstep 
Mstep: Class 0 contains 377 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 91063 members 
Mstep: Class 3 contains 36965 members 
Mstep: Class 4 contains 15977 members 
Mstep: Class 5 contains 25568 members 
Mstep: Class 6 contains 19638 members 
Mstep: Class 7 contains 46664 members 
Mstep: Class 8 contains 7847 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 67397 members 
Mstep: Class 11 contains 210156 members 
Mstep: Class 12 contains 23808 members 
Mstep: Class 13 contains 39248 members 
Mstep: Class 14 contains 69603 members 
Mstep: Class 16 contains 66467 members 
Mstep: Class 17 contains 33021 members 
Mstep: Class 18 contains 33350 members 
Mstep: Class 19 contains 23056 members 
Mstep: Class 20 contains 59899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109944168.000000 Penalty: 64509.925781
Iteration 3F: 20 clusters Score -1.099442e+08 nChanged 184824
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 81773 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 19752 members 
Mstep: Class 5 contains 22068 members 
Mstep: Class 6 contains 19626 members 
Mstep: Class 7 contains 57023 members 
Mstep: Class 8 contains 3515 members 
Mstep: Class 9 contains 3430 members 
Mstep: Class 10 contains 84980 members 
Mstep: Class 11 contains 218455 members 
Mstep: Class 12 contains 17950 members 
Mstep: Class 13 contains 46096 members 
Mstep: Class 14 contains 60530 members 
Mstep: Class 16 contains 62501 members 
Mstep: Class 17 contains 23373 members 
Mstep: Class 18 contains 26888 members 
Mstep: Class 19 contains 15327 members 
Mstep: Class 20 contains 78305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110256744.000000 Penalty: 64509.925781
Iteration 4F: 20 clusters Score -1.102567e+08 nChanged 140199
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 75793 members 
Mstep: Class 3 contains 29313 members 
Mstep: Class 4 contains 21650 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 19653 members 
Mstep: Class 7 contains 59310 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 105444 members 
Mstep: Class 11 contains 214483 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 13 contains 47872 members 
Mstep: Class 14 contains 56234 members 
Mstep: Class 16 contains 59981 members 
Mstep: Class 17 contains 19513 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 11186 members 
Mstep: Class 20 contains 94680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110505400.000000 Penalty: 64509.925781
Iteration 5F: 20 clusters Score -1.105054e+08 nChanged 105697
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 73358 members 
Mstep: Class 3 contains 28148 members 
Mstep: Class 4 contains 22736 members 
Mstep: Class 5 contains 14962 members 
Mstep: Class 6 contains 19961 members 
Mstep: Class 7 contains 58486 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 10 contains 122110 members 
Mstep: Class 11 contains 205247 members 
Mstep: Class 12 contains 10599 members 
Mstep: Class 13 contains 50238 members 
Mstep: Class 14 contains 54319 members 
Mstep: Class 16 contains 56009 members 
Mstep: Class 17 contains 17717 members 
Mstep: Class 18 contains 17916 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 106068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110685288.000000 Penalty: 64509.925781
Iteration 6F: 20 clusters Score -1.106853e+08 nChanged 78360
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 72573 members 
Mstep: Class 3 contains 28370 members 
Mstep: Class 4 contains 23965 members 
Mstep: Class 5 contains 12820 members 
Mstep: Class 6 contains 21407 members 
Mstep: Class 7 contains 57155 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 132930 members 
Mstep: Class 11 contains 192440 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 52744 members 
Mstep: Class 14 contains 54524 members 
Mstep: Class 16 contains 53522 members 
Mstep: Class 17 contains 16535 members 
Mstep: Class 18 contains 16920 members 
Mstep: Class 19 contains 8053 members 
Mstep: Class 20 contains 114099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110789496.000000 Penalty: 64509.925781
Iteration 7F: 20 clusters Score -1.107895e+08 nChanged 59147
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 72908 members 
Mstep: Class 3 contains 29367 members 
Mstep: Class 4 contains 24882 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 23717 members 
Mstep: Class 7 contains 56130 members 
Mstep: Class 8 contains 3430 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 139722 members 
Mstep: Class 11 contains 177511 members 
Mstep: Class 12 contains 7288 members 
Mstep: Class 13 contains 54095 members 
Mstep: Class 14 contains 57759 members 
Mstep: Class 16 contains 52617 members 
Mstep: Class 17 contains 15676 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 119556 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8F: 20 clusters Score -1.10854e+08 nChanged 45304
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 76339 members 
Mstep: Class 3 contains 30009 members 
Mstep: Class 4 contains 25869 members 
Mstep: Class 5 contains 10072 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 55523 members 
Mstep: Class 8 contains 3561 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 143077 members 
Mstep: Class 11 contains 161754 members 
Mstep: Class 12 contains 6917 members 
Mstep: Class 13 contains 54941 members 
Mstep: Class 14 contains 61469 members 
Mstep: Class 16 contains 51614 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 16159 members 
Mstep: Class 19 contains 7190 members 
Mstep: Class 20 contains 123407 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 20 clusters Score -1.109068e+08 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 82263 members 
Mstep: Class 3 contains 30054 members 
Mstep: Class 4 contains 26716 members 
Mstep: Class 5 contains 9325 members 
Mstep: Class 6 contains 27911 members 
Mstep: Class 7 contains 55289 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 143460 members 
Mstep: Class 11 contains 146627 members 
Mstep: Class 12 contains 7756 members 
Mstep: Class 13 contains 55633 members 
Mstep: Class 14 contains 64786 members 
Mstep: Class 16 contains 50657 members 
Mstep: Class 17 contains 15270 members 
Mstep: Class 18 contains 16068 members 
Mstep: Class 19 contains 7115 members 
Mstep: Class 20 contains 126152 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -1.109517e+08 nChanged 28957
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 88130 members 
Mstep: Class 3 contains 30586 members 
Mstep: Class 4 contains 27413 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 29448 members 
Mstep: Class 7 contains 55313 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 10 contains 142152 members 
Mstep: Class 11 contains 134660 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 56331 members 
Mstep: Class 14 contains 67285 members 
Mstep: Class 16 contains 50063 members 
Mstep: Class 17 contains 15312 members 
Mstep: Class 18 contains 15984 members 
Mstep: Class 19 contains 7232 members 
Mstep: Class 20 contains 127275 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.109727e+08 nChanged 20892
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 92212 members 
Mstep: Class 3 contains 31042 members 
Mstep: Class 4 contains 27860 members 
Mstep: Class 5 contains 8747 members 
Mstep: Class 6 contains 30663 members 
Mstep: Class 7 contains 55535 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 10 contains 140751 members 
Mstep: Class 11 contains 126648 members 
Mstep: Class 12 contains 9588 members 
Mstep: Class 13 contains 57027 members 
Mstep: Class 14 contains 68922 members 
Mstep: Class 16 contains 49827 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 15958 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 127395 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.109831e+08 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 94718 members 
Mstep: Class 3 contains 31378 members 
Mstep: Class 4 contains 28072 members 
Mstep: Class 5 contains 8705 members 
Mstep: Class 6 contains 31656 members 
Mstep: Class 7 contains 55810 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 139541 members 
Mstep: Class 11 contains 121212 members 
Mstep: Class 12 contains 10256 members 
Mstep: Class 13 contains 57653 members 
Mstep: Class 14 contains 70162 members 
Mstep: Class 16 contains 49839 members 
Mstep: Class 17 contains 15094 members 
Mstep: Class 18 contains 15962 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 127188 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.109892e+08 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 96455 members 
Mstep: Class 3 contains 31642 members 
Mstep: Class 4 contains 28148 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 32559 members 
Mstep: Class 7 contains 56159 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 138503 members 
Mstep: Class 11 contains 116472 members 
Mstep: Class 12 contains 10745 members 
Mstep: Class 13 contains 58158 members 
Mstep: Class 14 contains 71373 members 
Mstep: Class 16 contains 49978 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 15973 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 20 contains 127473 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.109937e+08 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 97804 members 
Mstep: Class 3 contains 31860 members 
Mstep: Class 4 contains 28155 members 
Mstep: Class 5 contains 8749 members 
Mstep: Class 6 contains 33395 members 
Mstep: Class 7 contains 56532 members 
Mstep: Class 8 contains 3438 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 137545 members 
Mstep: Class 11 contains 111746 members 
Mstep: Class 12 contains 11230 members 
Mstep: Class 13 contains 58515 members 
Mstep: Class 14 contains 72716 members 
Mstep: Class 16 contains 50147 members 
Mstep: Class 17 contains 14435 members 
Mstep: Class 18 contains 15984 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 128297 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.109976e+08 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 98849 members 
Mstep: Class 3 contains 32014 members 
Mstep: Class 4 contains 28111 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 34201 members 
Mstep: Class 7 contains 56928 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 136628 members 
Mstep: Class 11 contains 106815 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 58782 members 
Mstep: Class 14 contains 74282 members 
Mstep: Class 16 contains 50353 members 
Mstep: Class 17 contains 14065 members 
Mstep: Class 18 contains 15990 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 129585 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.110017e+08 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 99650 members 
Mstep: Class 3 contains 32112 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 34973 members 
Mstep: Class 7 contains 57336 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 135740 members 
Mstep: Class 11 contains 101851 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 58938 members 
Mstep: Class 14 contains 76073 members 
Mstep: Class 16 contains 50477 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 131141 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.110046e+08 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 100241 members 
Mstep: Class 3 contains 32141 members 
Mstep: Class 4 contains 27988 members 
Mstep: Class 5 contains 8838 members 
Mstep: Class 6 contains 35762 members 
Mstep: Class 7 contains 57635 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 3428 members 
Mstep: Class 10 contains 134896 members 
Mstep: Class 11 contains 96782 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 13 contains 58978 members 
Mstep: Class 14 contains 78089 members 
Mstep: Class 16 contains 50597 members 
Mstep: Class 17 contains 13512 members 
Mstep: Class 18 contains 15991 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 132961 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.110074e+08 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 100748 members 
Mstep: Class 3 contains 32146 members 
Mstep: Class 4 contains 27956 members 
Mstep: Class 5 contains 8877 members 
Mstep: Class 6 contains 36573 members 
Mstep: Class 7 contains 57880 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 134029 members 
Mstep: Class 11 contains 91418 members 
Mstep: Class 12 contains 13043 members 
Mstep: Class 13 contains 58969 members 
Mstep: Class 14 contains 80387 members 
Mstep: Class 16 contains 50640 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 15993 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 134998 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.110099e+08 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 101132 members 
Mstep: Class 3 contains 32156 members 
Mstep: Class 4 contains 27954 members 
Mstep: Class 5 contains 8919 members 
Mstep: Class 6 contains 37423 members 
Mstep: Class 7 contains 58091 members 
Mstep: Class 8 contains 3441 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 133131 members 
Mstep: Class 11 contains 85830 members 
Mstep: Class 12 contains 13441 members 
Mstep: Class 13 contains 58910 members 
Mstep: Class 14 contains 83008 members 
Mstep: Class 16 contains 50652 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 15997 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 137060 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.110134e+08 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 101427 members 
Mstep: Class 3 contains 32130 members 
Mstep: Class 4 contains 27933 members 
Mstep: Class 5 contains 8967 members 
Mstep: Class 6 contains 38380 members 
Mstep: Class 7 contains 58254 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 132096 members 
Mstep: Class 11 contains 80107 members 
Mstep: Class 12 contains 13774 members 
Mstep: Class 13 contains 58828 members 
Mstep: Class 14 contains 85955 members 
Mstep: Class 16 contains 50648 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 15954 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 139119 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.110162e+08 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 101683 members 
Mstep: Class 3 contains 32098 members 
Mstep: Class 4 contains 27949 members 
Mstep: Class 5 contains 9018 members 
Mstep: Class 6 contains 39373 members 
Mstep: Class 7 contains 58375 members 
Mstep: Class 8 contains 3447 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 131010 members 
Mstep: Class 11 contains 74060 members 
Mstep: Class 12 contains 14083 members 
Mstep: Class 13 contains 58738 members 
Mstep: Class 14 contains 89312 members 
Mstep: Class 16 contains 50687 members 
Mstep: Class 17 contains 13159 members 
Mstep: Class 18 contains 15927 members 
Mstep: Class 19 contains 7628 members 
Mstep: Class 20 contains 141129 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.110195e+08 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 101893 members 
Mstep: Class 3 contains 32049 members 
Mstep: Class 4 contains 27947 members 
Mstep: Class 5 contains 9084 members 
Mstep: Class 6 contains 40392 members 
Mstep: Class 7 contains 58448 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 129891 members 
Mstep: Class 11 contains 67836 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 58666 members 
Mstep: Class 14 contains 93102 members 
Mstep: Class 16 contains 50662 members 
Mstep: Class 17 contains 13179 members 
Mstep: Class 18 contains 15900 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 142994 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.110241e+08 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 102089 members 
Mstep: Class 3 contains 32007 members 
Mstep: Class 4 contains 27966 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 41496 members 
Mstep: Class 7 contains 58448 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 128680 members 
Mstep: Class 11 contains 61315 members 
Mstep: Class 12 contains 14617 members 
Mstep: Class 13 contains 58597 members 
Mstep: Class 14 contains 97230 members 
Mstep: Class 16 contains 50614 members 
Mstep: Class 17 contains 13192 members 
Mstep: Class 18 contains 15887 members 
Mstep: Class 19 contains 8049 members 
Mstep: Class 20 contains 144927 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.110293e+08 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 102281 members 
Mstep: Class 3 contains 31963 members 
Mstep: Class 4 contains 27993 members 
Mstep: Class 5 contains 9198 members 
Mstep: Class 6 contains 42695 members 
Mstep: Class 7 contains 58482 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 127370 members 
Mstep: Class 11 contains 54186 members 
Mstep: Class 12 contains 14838 members 
Mstep: Class 13 contains 58542 members 
Mstep: Class 14 contains 101925 members 
Mstep: Class 16 contains 50579 members 
Mstep: Class 17 contains 13197 members 
Mstep: Class 18 contains 15877 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 147031 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.110357e+08 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 102452 members 
Mstep: Class 3 contains 31912 members 
Mstep: Class 4 contains 28044 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 44035 members 
Mstep: Class 7 contains 58552 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 125864 members 
Mstep: Class 11 contains 46525 members 
Mstep: Class 12 contains 15144 members 
Mstep: Class 13 contains 58449 members 
Mstep: Class 14 contains 107018 members 
Mstep: Class 16 contains 50506 members 
Mstep: Class 17 contains 13192 members 
Mstep: Class 18 contains 15864 members 
Mstep: Class 19 contains 8145 members 
Mstep: Class 20 contains 149298 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.110431e+08 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 102617 members 
Mstep: Class 3 contains 31846 members 
Mstep: Class 4 contains 28103 members 
Mstep: Class 5 contains 9293 members 
Mstep: Class 6 contains 45553 members 
Mstep: Class 7 contains 58621 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 124173 members 
Mstep: Class 11 contains 38500 members 
Mstep: Class 12 contains 15681 members 
Mstep: Class 13 contains 58320 members 
Mstep: Class 14 contains 112120 members 
Mstep: Class 16 contains 50327 members 
Mstep: Class 17 contains 13184 members 
Mstep: Class 18 contains 15852 members 
Mstep: Class 19 contains 8180 members 
Mstep: Class 20 contains 151844 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.110516e+08 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 102723 members 
Mstep: Class 3 contains 31764 members 
Mstep: Class 4 contains 28162 members 
Mstep: Class 5 contains 9355 members 
Mstep: Class 6 contains 47230 members 
Mstep: Class 7 contains 58708 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 122335 members 
Mstep: Class 11 contains 30786 members 
Mstep: Class 12 contains 16429 members 
Mstep: Class 13 contains 58200 members 
Mstep: Class 14 contains 116821 members 
Mstep: Class 16 contains 50130 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 15837 members 
Mstep: Class 19 contains 8200 members 
Mstep: Class 20 contains 154378 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.110612e+08 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 102790 members 
Mstep: Class 3 contains 31656 members 
Mstep: Class 4 contains 28222 members 
Mstep: Class 5 contains 9404 members 
Mstep: Class 6 contains 49209 members 
Mstep: Class 7 contains 58778 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 120224 members 
Mstep: Class 11 contains 24496 members 
Mstep: Class 12 contains 17292 members 
Mstep: Class 13 contains 58076 members 
Mstep: Class 14 contains 120389 members 
Mstep: Class 16 contains 49894 members 
Mstep: Class 17 contains 13133 members 
Mstep: Class 18 contains 15822 members 
Mstep: Class 19 contains 8241 members 
Mstep: Class 20 contains 156567 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.110695e+08 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 102859 members 
Mstep: Class 3 contains 31562 members 
Mstep: Class 4 contains 28285 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 51438 members 
Mstep: Class 7 contains 58845 members 
Mstep: Class 8 contains 3488 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 117789 members 
Mstep: Class 11 contains 20310 members 
Mstep: Class 12 contains 18171 members 
Mstep: Class 13 contains 57935 members 
Mstep: Class 14 contains 122579 members 
Mstep: Class 16 contains 49595 members 
Mstep: Class 17 contains 13093 members 
Mstep: Class 18 contains 15810 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 158175 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.110764e+08 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 102917 members 
Mstep: Class 3 contains 31472 members 
Mstep: Class 4 contains 28337 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 53993 members 
Mstep: Class 7 contains 58922 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 115044 members 
Mstep: Class 11 contains 17731 members 
Mstep: Class 12 contains 19184 members 
Mstep: Class 13 contains 57813 members 
Mstep: Class 14 contains 123663 members 
Mstep: Class 16 contains 49327 members 
Mstep: Class 17 contains 13050 members 
Mstep: Class 18 contains 15798 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 159092 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.110809e+08 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 102967 members 
Mstep: Class 3 contains 31399 members 
Mstep: Class 4 contains 28378 members 
Mstep: Class 5 contains 9499 members 
Mstep: Class 6 contains 56753 members 
Mstep: Class 7 contains 58991 members 
Mstep: Class 8 contains 3475 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 112100 members 
Mstep: Class 11 contains 15995 members 
Mstep: Class 12 contains 20166 members 
Mstep: Class 13 contains 57685 members 
Mstep: Class 14 contains 124124 members 
Mstep: Class 16 contains 49082 members 
Mstep: Class 17 contains 13033 members 
Mstep: Class 18 contains 15782 members 
Mstep: Class 19 contains 8444 members 
Mstep: Class 20 contains 159750 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.110842e+08 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 103017 members 
Mstep: Class 3 contains 31368 members 
Mstep: Class 4 contains 28469 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 59308 members 
Mstep: Class 7 contains 59030 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 109343 members 
Mstep: Class 11 contains 14743 members 
Mstep: Class 12 contains 21027 members 
Mstep: Class 13 contains 57568 members 
Mstep: Class 14 contains 124231 members 
Mstep: Class 16 contains 48874 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 18 contains 15768 members 
Mstep: Class 19 contains 8564 members 
Mstep: Class 20 contains 160304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087680.000000 Penalty: 64509.925781
Iteration 33Q: 20 clusters Score -1.110877e+08 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 103083 members 
Mstep: Class 3 contains 31376 members 
Mstep: Class 4 contains 28568 members 
Mstep: Class 5 contains 9528 members 
Mstep: Class 6 contains 61455 members 
Mstep: Class 7 contains 59106 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 106990 members 
Mstep: Class 11 contains 13762 members 
Mstep: Class 12 contains 21749 members 
Mstep: Class 13 contains 57476 members 
Mstep: Class 14 contains 124284 members 
Mstep: Class 16 contains 48600 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 15758 members 
Mstep: Class 19 contains 8669 members 
Mstep: Class 20 contains 160765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111090600.000000 Penalty: 64509.925781
Iteration 34Q: 20 clusters Score -1.110906e+08 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 103143 members 
Mstep: Class 3 contains 31378 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 63169 members 
Mstep: Class 7 contains 59166 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 105089 members 
Mstep: Class 11 contains 13028 members 
Mstep: Class 12 contains 22372 members 
Mstep: Class 13 contains 57388 members 
Mstep: Class 14 contains 124255 members 
Mstep: Class 16 contains 48378 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 15746 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 161080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111093136.000000 Penalty: 64509.925781
Iteration 35Q: 20 clusters Score -1.110931e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 103190 members 
Mstep: Class 3 contains 31400 members 
Mstep: Class 4 contains 28801 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 64577 members 
Mstep: Class 7 contains 59212 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 103428 members 
Mstep: Class 11 contains 12522 members 
Mstep: Class 12 contains 22888 members 
Mstep: Class 13 contains 57303 members 
Mstep: Class 14 contains 124217 members 
Mstep: Class 16 contains 48193 members 
Mstep: Class 17 contains 12906 members 
Mstep: Class 18 contains 15732 members 
Mstep: Class 19 contains 8898 members 
Mstep: Class 20 contains 161285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111095256.000000 Penalty: 64509.925781
Iteration 36Q: 20 clusters Score -1.110953e+08 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 103257 members 
Mstep: Class 3 contains 31398 members 
Mstep: Class 4 contains 28899 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 65689 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 102081 members 
Mstep: Class 11 contains 12195 members 
Mstep: Class 12 contains 23298 members 
Mstep: Class 13 contains 57242 members 
Mstep: Class 14 contains 124156 members 
Mstep: Class 16 contains 48068 members 
Mstep: Class 17 contains 12891 members 
Mstep: Class 18 contains 15715 members 
Mstep: Class 19 contains 8991 members 
Mstep: Class 20 contains 161412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096944.000000 Penalty: 64509.925781
Iteration 37Q: 20 clusters Score -1.110969e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 103304 members 
Mstep: Class 3 contains 31393 members 
Mstep: Class 4 contains 28970 members 
Mstep: Class 5 contains 9554 members 
Mstep: Class 6 contains 66647 members 
Mstep: Class 7 contains 59287 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 100924 members 
Mstep: Class 11 contains 12019 members 
Mstep: Class 12 contains 23651 members 
Mstep: Class 13 contains 57167 members 
Mstep: Class 14 contains 124108 members 
Mstep: Class 16 contains 47935 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 9098 members 
Mstep: Class 20 contains 161451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111098704.000000 Penalty: 64509.925781
Iteration 38Q: 20 clusters Score -1.110987e+08 nChanged 2533
Entering ConstructFrom: 
Score: -111098704.000000 Penalty: 64509.925781
Entering ConstructFrom: 
Trying to split cluster 1 (11546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Entering Unmasked Estep 
Score: -1442675.125000 Penalty: 2319.815430
	Iteration 0F: 2 clusters Score -1442675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1434032.000000 Penalty: 4639.630859
	Iteration 0F: 3 clusters Score -1434032 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1436754.250000 Penalty: 4639.630859
	Iteration 1F: 3 clusters Score -1436754 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1437345.625000 Penalty: 4639.630859
	Iteration 2F: 3 clusters Score -1437346 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1438111.750000 Penalty: 4639.630859
	Iteration 3F: 3 clusters Score -1438112 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1439141.875000 Penalty: 4639.630859
	Iteration 4F: 3 clusters Score -1439142 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1440256.500000 Penalty: 4639.630859
	Iteration 5F: 3 clusters Score -1440256 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1441062.750000 Penalty: 4639.630859
	Iteration 6F: 3 clusters Score -1441063 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1441508.375000 Penalty: 4639.630859
	Iteration 7F: 3 clusters Score -1441508 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1441705.875000 Penalty: 4639.630859
	Iteration 8Q: 3 clusters Score -1441706 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1441805.875000 Penalty: 4639.630859
	Iteration 9Q: 3 clusters Score -1441806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1441862.875000 Penalty: 4639.630859
	Iteration 10Q: 3 clusters Score -1441863 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1441898.625000 Penalty: 4639.630859
	Iteration 11Q: 3 clusters Score -1441899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1441916.875000 Penalty: 4639.630859
	Iteration 12Q: 3 clusters Score -1441917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1441930.875000 Penalty: 4639.630859
	Iteration 13Q: 3 clusters Score -1441931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1441942.375000 Penalty: 4639.630859
	Iteration 14Q: 3 clusters Score -1441942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1441957.375000 Penalty: 4639.630859
	Iteration 15Q: 3 clusters Score -1441957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1441965.375000 Penalty: 4639.630859
	Iteration 16Q: 3 clusters Score -1441965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1441975.125000 Penalty: 4639.630859
	Iteration 17Q: 3 clusters Score -1441975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1441977.875000 Penalty: 4639.630859
	Iteration 18Q: 3 clusters Score -1441978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1441984.625000 Penalty: 4639.630859
	Iteration 19Q: 3 clusters Score -1441985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1441990.750000 Penalty: 4639.630859
	Iteration 20F: 3 clusters Score -1441991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1441993.750000 Penalty: 4639.630859
	Iteration 21Q: 3 clusters Score -1441994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1441996.000000 Penalty: 4639.630859
	Iteration 22Q: 3 clusters Score -1441996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1441996.625000 Penalty: 4639.630859
	Iteration 23Q: 3 clusters Score -1441997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1441996.000000 Penalty: 4639.630859
	Iteration 24Q: 3 clusters Score -1441996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1441995.500000 Penalty: 4639.630859
	Iteration 25Q: 3 clusters Score -1441996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1441995.125000 Penalty: 4639.630859
	Iteration 26Q: 3 clusters Score -1441995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1441995.500000 Penalty: 4639.630859
	Iteration 27Q: 3 clusters Score -1441996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1441996.250000 Penalty: 4639.630859
	Iteration 28Q: 3 clusters Score -1441996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1441999.125000 Penalty: 4639.630859
	Iteration 29Q: 3 clusters Score -1441999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1441999.000000 Penalty: 4639.630859
	Iteration 30Q: 3 clusters Score -1441999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1441999.000000 Penalty: 4639.630859
	Iteration 31F: 3 clusters Score -1441999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Entering Unmasked Estep 
Score: -13451467.000000 Penalty: 2863.326904
	Iteration 0F: 2 clusters Score -1.345147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -13382340.000000 Penalty: 5726.653809
	Iteration 0F: 3 clusters Score -1.338234e+07 nChanged 48789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -13416008.000000 Penalty: 5726.653809
	Iteration 1F: 3 clusters Score -1.341601e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -13424320.000000 Penalty: 5726.653809
	Iteration 2F: 3 clusters Score -1.342432e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -13434679.000000 Penalty: 5726.653809
	Iteration 3F: 3 clusters Score -1.343468e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -13443856.000000 Penalty: 5726.653809
	Iteration 4F: 3 clusters Score -1.344386e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -13449915.000000 Penalty: 5726.653809
	Iteration 5F: 3 clusters Score -1.344992e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -13453681.000000 Penalty: 5726.653809
	Iteration 6Q: 3 clusters Score -1.345368e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -13456207.000000 Penalty: 5726.653809
	Iteration 7Q: 3 clusters Score -1.345621e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -13458003.000000 Penalty: 5726.653809
	Iteration 8Q: 3 clusters Score -1.3458e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -13459046.000000 Penalty: 5726.653809
	Iteration 9Q: 3 clusters Score -1.345905e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -13459821.000000 Penalty: 5726.653809
	Iteration 10Q: 3 clusters Score -1.345982e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -13460312.000000 Penalty: 5726.653809
	Iteration 11Q: 3 clusters Score -1.346031e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -13460658.000000 Penalty: 5726.653809
	Iteration 12Q: 3 clusters Score -1.346066e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -13460963.000000 Penalty: 5726.653809
	Iteration 13Q: 3 clusters Score -1.346096e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -13461159.000000 Penalty: 5726.653809
	Iteration 14Q: 3 clusters Score -1.346116e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -13461294.000000 Penalty: 5726.653809
	Iteration 15Q: 3 clusters Score -1.346129e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -13461318.000000 Penalty: 5726.653809
	Iteration 16Q: 3 clusters Score -1.346132e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -13461366.000000 Penalty: 5726.653809
	Iteration 17Q: 3 clusters Score -1.346137e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -13461384.000000 Penalty: 5726.653809
	Iteration 18Q: 3 clusters Score -1.346138e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -13461376.000000 Penalty: 5726.653809
	Iteration 19Q: 3 clusters Score -1.346138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -13461365.000000 Penalty: 5726.653809
	Iteration 20F: 3 clusters Score -1.346136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -13461375.000000 Penalty: 5726.653809
	Iteration 21Q: 3 clusters Score -1.346138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -13461365.000000 Penalty: 5726.653809
	Iteration 22Q: 3 clusters Score -1.346136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -13461360.000000 Penalty: 5726.653809
	Iteration 23Q: 3 clusters Score -1.346136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -13461358.000000 Penalty: 5726.653809
	Iteration 24Q: 3 clusters Score -1.346136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -13461361.000000 Penalty: 5726.653809
	Iteration 25Q: 3 clusters Score -1.346136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -13461354.000000 Penalty: 5726.653809
	Iteration 26Q: 3 clusters Score -1.346135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -13461362.000000 Penalty: 5726.653809
	Iteration 27Q: 3 clusters Score -1.346136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -13461365.000000 Penalty: 5726.653809
	Iteration 28Q: 3 clusters Score -1.346136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -13461352.000000 Penalty: 5726.653809
	Iteration 29Q: 3 clusters Score -1.346135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -13461359.000000 Penalty: 5726.653809
	Iteration 30Q: 3 clusters Score -1.346136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -13461363.000000 Penalty: 5726.653809
	Iteration 31Q: 3 clusters Score -1.346136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -13461363.000000 Penalty: 5726.653809
	Iteration 32F: 3 clusters Score -1.346136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 31412 members 
Mstep: Class 4 contains 29013 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 67414 members 
Mstep: Class 7 contains 59314 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Entering Unmasked Estep 
Score: -111108864.000000 Penalty: 67905.187500
Splitting cluster 2 changes total score from -111098704.000000 to -111108864.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (31412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Entering Unmasked Estep 
Score: -3702571.000000 Penalty: 2568.026367
	Iteration 0F: 2 clusters Score -3702571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3681353.750000 Penalty: 5136.052734
	Iteration 0F: 3 clusters Score -3681354 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3690707.750000 Penalty: 5136.052734
	Iteration 1F: 3 clusters Score -3690708 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3694283.250000 Penalty: 5136.052734
	Iteration 2F: 3 clusters Score -3694283 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3698611.250000 Penalty: 5136.052734
	Iteration 3F: 3 clusters Score -3698611 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3701827.000000 Penalty: 5136.052734
	Iteration 4F: 3 clusters Score -3701827 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3703473.750000 Penalty: 5136.052734
	Iteration 5F: 3 clusters Score -3703474 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3704352.500000 Penalty: 5136.052734
	Iteration 6Q: 3 clusters Score -3704352 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3704972.250000 Penalty: 5136.052734
	Iteration 7Q: 3 clusters Score -3704972 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3705601.000000 Penalty: 5136.052734
	Iteration 8Q: 3 clusters Score -3705601 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3706051.000000 Penalty: 5136.052734
	Iteration 9Q: 3 clusters Score -3706051 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3706389.750000 Penalty: 5136.052734
	Iteration 10Q: 3 clusters Score -3706390 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3706637.500000 Penalty: 5136.052734
	Iteration 11Q: 3 clusters Score -3706638 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3706906.250000 Penalty: 5136.052734
	Iteration 12Q: 3 clusters Score -3706906 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3707211.250000 Penalty: 5136.052734
	Iteration 13Q: 3 clusters Score -3707211 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3707509.250000 Penalty: 5136.052734
	Iteration 14Q: 3 clusters Score -3707509 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3707862.500000 Penalty: 5136.052734
	Iteration 15Q: 3 clusters Score -3707862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3708071.500000 Penalty: 5136.052734
	Iteration 16Q: 3 clusters Score -3708072 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3708209.250000 Penalty: 5136.052734
	Iteration 17Q: 3 clusters Score -3708209 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3708321.500000 Penalty: 5136.052734
	Iteration 18Q: 3 clusters Score -3708322 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3708391.500000 Penalty: 5136.052734
	Iteration 19Q: 3 clusters Score -3708392 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3708464.250000 Penalty: 5136.052734
	Iteration 20F: 3 clusters Score -3708464 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3708551.500000 Penalty: 5136.052734
	Iteration 21Q: 3 clusters Score -3708552 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3708658.750000 Penalty: 5136.052734
	Iteration 22Q: 3 clusters Score -3708659 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3708757.000000 Penalty: 5136.052734
	Iteration 23Q: 3 clusters Score -3708757 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3708857.250000 Penalty: 5136.052734
	Iteration 24Q: 3 clusters Score -3708857 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3708994.250000 Penalty: 5136.052734
	Iteration 25Q: 3 clusters Score -3708994 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3709107.500000 Penalty: 5136.052734
	Iteration 26Q: 3 clusters Score -3709108 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3709240.000000 Penalty: 5136.052734
	Iteration 27Q: 3 clusters Score -3709240 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3709390.000000 Penalty: 5136.052734
	Iteration 28Q: 3 clusters Score -3709390 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3709565.750000 Penalty: 5136.052734
	Iteration 29Q: 3 clusters Score -3709566 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3709823.750000 Penalty: 5136.052734
	Iteration 30Q: 3 clusters Score -3709824 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3710087.250000 Penalty: 5136.052734
	Iteration 31Q: 3 clusters Score -3710087 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3710401.750000 Penalty: 5136.052734
	Iteration 32Q: 3 clusters Score -3710402 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3710788.500000 Penalty: 5136.052734
	Iteration 33Q: 3 clusters Score -3710788 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3711244.250000 Penalty: 5136.052734
	Iteration 34Q: 3 clusters Score -3711244 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3711756.000000 Penalty: 5136.052734
	Iteration 35Q: 3 clusters Score -3711756 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3712386.000000 Penalty: 5136.052734
	Iteration 36Q: 3 clusters Score -3712386 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3713371.000000 Penalty: 5136.052734
	Iteration 37Q: 3 clusters Score -3713371 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3714575.500000 Penalty: 5136.052734
	Iteration 38Q: 3 clusters Score -3714576 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3715699.000000 Penalty: 5136.052734
	Iteration 39Q: 3 clusters Score -3715699 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3717113.250000 Penalty: 5136.052734
	Iteration 40F: 3 clusters Score -3717113 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3718346.250000 Penalty: 5136.052734
	Iteration 41Q: 3 clusters Score -3718346 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3719209.750000 Penalty: 5136.052734
	Iteration 42Q: 3 clusters Score -3719210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3719861.500000 Penalty: 5136.052734
	Iteration 43Q: 3 clusters Score -3719862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3720181.250000 Penalty: 5136.052734
	Iteration 44Q: 3 clusters Score -3720181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3720261.000000 Penalty: 5136.052734
	Iteration 45Q: 3 clusters Score -3720261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3720291.750000 Penalty: 5136.052734
	Iteration 46Q: 3 clusters Score -3720292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3720294.000000 Penalty: 5136.052734
	Iteration 47Q: 3 clusters Score -3720294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3720297.250000 Penalty: 5136.052734
	Iteration 48Q: 3 clusters Score -3720297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3720302.000000 Penalty: 5136.052734
	Iteration 49Q: 3 clusters Score -3720302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3720306.750000 Penalty: 5136.052734
	Iteration 50Q: 3 clusters Score -3720307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3720309.250000 Penalty: 5136.052734
	Iteration 51Q: 3 clusters Score -3720309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3720311.750000 Penalty: 5136.052734
	Iteration 52F: 3 clusters Score -3720312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3720310.250000 Penalty: 5136.052734
	Iteration 53Q: 3 clusters Score -3720310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3720310.250000 Penalty: 5136.052734
	Iteration 54F: 3 clusters Score -3720310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 29013 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 67414 members 
Mstep: Class 7 contains 59314 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Entering Unmasked Estep 
Score: -111125888.000000 Penalty: 71300.445312
Splitting cluster 3 changes total score from -111098704.000000 to -111125888.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (29013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Entering Unmasked Estep 
Score: -3687293.750000 Penalty: 2548.323730
	Iteration 0F: 2 clusters Score -3687294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3667461.000000 Penalty: 5096.647461
	Iteration 0F: 3 clusters Score -3667461 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3675206.500000 Penalty: 5096.647461
	Iteration 1F: 3 clusters Score -3675206 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3676620.750000 Penalty: 5096.647461
	Iteration 2F: 3 clusters Score -3676621 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3678975.500000 Penalty: 5096.647461
	Iteration 3F: 3 clusters Score -3678976 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3682216.500000 Penalty: 5096.647461
	Iteration 4F: 3 clusters Score -3682216 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3685684.250000 Penalty: 5096.647461
	Iteration 5F: 3 clusters Score -3685684 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3688271.750000 Penalty: 5096.647461
	Iteration 6F: 3 clusters Score -3688272 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3689726.750000 Penalty: 5096.647461
	Iteration 7F: 3 clusters Score -3689727 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3690537.000000 Penalty: 5096.647461
	Iteration 8Q: 3 clusters Score -3690537 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3691112.000000 Penalty: 5096.647461
	Iteration 9Q: 3 clusters Score -3691112 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3691569.250000 Penalty: 5096.647461
	Iteration 10Q: 3 clusters Score -3691569 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3691964.750000 Penalty: 5096.647461
	Iteration 11Q: 3 clusters Score -3691965 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3692298.750000 Penalty: 5096.647461
	Iteration 12Q: 3 clusters Score -3692299 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3692611.250000 Penalty: 5096.647461
	Iteration 13Q: 3 clusters Score -3692611 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3692904.750000 Penalty: 5096.647461
	Iteration 14Q: 3 clusters Score -3692905 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3693123.500000 Penalty: 5096.647461
	Iteration 15Q: 3 clusters Score -3693124 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3693310.750000 Penalty: 5096.647461
	Iteration 16Q: 3 clusters Score -3693311 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3693515.750000 Penalty: 5096.647461
	Iteration 17Q: 3 clusters Score -3693516 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3693680.250000 Penalty: 5096.647461
	Iteration 18Q: 3 clusters Score -3693680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3693804.250000 Penalty: 5096.647461
	Iteration 19Q: 3 clusters Score -3693804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3693908.750000 Penalty: 5096.647461
	Iteration 20F: 3 clusters Score -3693909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3693962.750000 Penalty: 5096.647461
	Iteration 21Q: 3 clusters Score -3693963 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3693991.250000 Penalty: 5096.647461
	Iteration 22Q: 3 clusters Score -3693991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3694015.500000 Penalty: 5096.647461
	Iteration 23Q: 3 clusters Score -3694016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3694021.000000 Penalty: 5096.647461
	Iteration 24Q: 3 clusters Score -3694021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3694027.000000 Penalty: 5096.647461
	Iteration 25Q: 3 clusters Score -3694027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3694030.000000 Penalty: 5096.647461
	Iteration 26Q: 3 clusters Score -3694030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3694027.000000 Penalty: 5096.647461
	Iteration 27Q: 3 clusters Score -3694027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3694017.500000 Penalty: 5096.647461
	Iteration 28Q: 3 clusters Score -3694018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3694021.500000 Penalty: 5096.647461
	Iteration 29Q: 3 clusters Score -3694022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3694023.000000 Penalty: 5096.647461
	Iteration 30Q: 3 clusters Score -3694023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3694023.250000 Penalty: 5096.647461
	Iteration 31Q: 3 clusters Score -3694023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3694022.500000 Penalty: 5096.647461
	Iteration 32Q: 3 clusters Score -3694022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3694022.500000 Penalty: 5096.647461
	Iteration 33Q: 3 clusters Score -3694022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3694022.000000 Penalty: 5096.647461
	Iteration 34Q: 3 clusters Score -3694022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3694024.250000 Penalty: 5096.647461
	Iteration 35Q: 3 clusters Score -3694024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3694029.500000 Penalty: 5096.647461
	Iteration 36Q: 3 clusters Score -3694030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3694026.500000 Penalty: 5096.647461
	Iteration 37Q: 3 clusters Score -3694026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3694026.500000 Penalty: 5096.647461
	Iteration 38F: 3 clusters Score -3694026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 67414 members 
Mstep: Class 7 contains 59314 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Entering Unmasked Estep 
Score: -111132248.000000 Penalty: 74695.703125
Splitting cluster 4 changes total score from -111098704.000000 to -111132248.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (9561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Entering Unmasked Estep 
Score: -1179436.000000 Penalty: 2273.031006
	Iteration 0F: 2 clusters Score -1179436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1172079.250000 Penalty: 4546.062012
	Iteration 0F: 3 clusters Score -1172079 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1174535.000000 Penalty: 4546.062012
	Iteration 1F: 3 clusters Score -1174535 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1175241.375000 Penalty: 4546.062012
	Iteration 2F: 3 clusters Score -1175241 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1175889.750000 Penalty: 4546.062012
	Iteration 3F: 3 clusters Score -1175890 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1176524.625000 Penalty: 4546.062012
	Iteration 4F: 3 clusters Score -1176525 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1177324.000000 Penalty: 4546.062012
	Iteration 5F: 3 clusters Score -1177324 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1178143.125000 Penalty: 4546.062012
	Iteration 6F: 3 clusters Score -1178143 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1178847.000000 Penalty: 4546.062012
	Iteration 7F: 3 clusters Score -1178847 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1179470.875000 Penalty: 4546.062012
	Iteration 8F: 3 clusters Score -1179471 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1180079.250000 Penalty: 4546.062012
	Iteration 9Q: 3 clusters Score -1180079 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1180636.750000 Penalty: 4546.062012
	Iteration 10Q: 3 clusters Score -1180637 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1181163.500000 Penalty: 4546.062012
	Iteration 11Q: 3 clusters Score -1181164 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1181912.750000 Penalty: 4546.062012
	Iteration 12Q: 3 clusters Score -1181913 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1183416.625000 Penalty: 4546.062012
	Iteration 13F: 3 clusters Score -1183417 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1186804.250000 Penalty: 4546.062012
	Iteration 14F: 3 clusters Score -1186804 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1189636.250000 Penalty: 4546.062012
	Iteration 15Q: 3 clusters Score -1189636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1191800.625000 Penalty: 4546.062012
	Iteration 16Q: 3 clusters Score -1191801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1192044.875000 Penalty: 4546.062012
	Iteration 17Q: 3 clusters Score -1192045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1192048.125000 Penalty: 4546.062012
	Iteration 18Q: 3 clusters Score -1192048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1192048.625000 Penalty: 4546.062012
	Iteration 19Q: 3 clusters Score -1192049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1192048.625000 Penalty: 4546.062012
	Iteration 20F: 3 clusters Score -1192049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 67414 members 
Mstep: Class 7 contains 59314 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Entering Unmasked Estep 
Score: -111143480.000000 Penalty: 78090.960938
Splitting cluster 5 changes total score from -111098704.000000 to -111143480.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (67414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Entering Unmasked Estep 
Score: -8650431.000000 Penalty: 2757.414551
	Iteration 0F: 2 clusters Score -8650431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -8605286.000000 Penalty: 5514.829102
	Iteration 0F: 3 clusters Score -8605286 nChanged 31620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -8623223.000000 Penalty: 5514.829102
	Iteration 1F: 3 clusters Score -8623223 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -8624426.000000 Penalty: 5514.829102
	Iteration 2Q: 3 clusters Score -8624426 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -8626045.000000 Penalty: 5514.829102
	Iteration 3Q: 3 clusters Score -8626045 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -8628924.000000 Penalty: 5514.829102
	Iteration 4F: 3 clusters Score -8628924 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -8633821.000000 Penalty: 5514.829102
	Iteration 5F: 3 clusters Score -8633821 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -8640097.000000 Penalty: 5514.829102
	Iteration 6F: 3 clusters Score -8640097 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -8645055.000000 Penalty: 5514.829102
	Iteration 7F: 3 clusters Score -8645055 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -8647672.000000 Penalty: 5514.829102
	Iteration 8F: 3 clusters Score -8647672 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -8648775.000000 Penalty: 5514.829102
	Iteration 9Q: 3 clusters Score -8648775 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -8649254.000000 Penalty: 5514.829102
	Iteration 10Q: 3 clusters Score -8649254 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -8649530.000000 Penalty: 5514.829102
	Iteration 11Q: 3 clusters Score -8649530 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -8649734.000000 Penalty: 5514.829102
	Iteration 12Q: 3 clusters Score -8649734 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -8649887.000000 Penalty: 5514.829102
	Iteration 13Q: 3 clusters Score -8649887 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -8650003.000000 Penalty: 5514.829102
	Iteration 14Q: 3 clusters Score -8650003 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8650112.000000 Penalty: 5514.829102
	Iteration 15Q: 3 clusters Score -8650112 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -8650218.000000 Penalty: 5514.829102
	Iteration 16Q: 3 clusters Score -8650218 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -8650292.000000 Penalty: 5514.829102
	Iteration 17Q: 3 clusters Score -8650292 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8650375.000000 Penalty: 5514.829102
	Iteration 18Q: 3 clusters Score -8650375 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8650448.000000 Penalty: 5514.829102
	Iteration 19Q: 3 clusters Score -8650448 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8650536.000000 Penalty: 5514.829102
	Iteration 20F: 3 clusters Score -8650536 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -8650593.000000 Penalty: 5514.829102
	Iteration 21Q: 3 clusters Score -8650593 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8650676.000000 Penalty: 5514.829102
	Iteration 22Q: 3 clusters Score -8650676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -8650729.000000 Penalty: 5514.829102
	Iteration 23Q: 3 clusters Score -8650729 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -8650786.000000 Penalty: 5514.829102
	Iteration 24Q: 3 clusters Score -8650786 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8650800.000000 Penalty: 5514.829102
	Iteration 25Q: 3 clusters Score -8650800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -8650877.000000 Penalty: 5514.829102
	Iteration 26Q: 3 clusters Score -8650877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8650895.000000 Penalty: 5514.829102
	Iteration 27Q: 3 clusters Score -8650895 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8650923.000000 Penalty: 5514.829102
	Iteration 28Q: 3 clusters Score -8650923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8650954.000000 Penalty: 5514.829102
	Iteration 29Q: 3 clusters Score -8650954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -8650967.000000 Penalty: 5514.829102
	Iteration 30Q: 3 clusters Score -8650967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8650983.000000 Penalty: 5514.829102
	Iteration 31Q: 3 clusters Score -8650983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8650990.000000 Penalty: 5514.829102
	Iteration 32Q: 3 clusters Score -8650990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8650991.000000 Penalty: 5514.829102
	Iteration 33Q: 3 clusters Score -8650991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8650984.000000 Penalty: 5514.829102
	Iteration 34Q: 3 clusters Score -8650984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -8651000.000000 Penalty: 5514.829102
	Iteration 35Q: 3 clusters Score -8651000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -8651003.000000 Penalty: 5514.829102
	Iteration 36Q: 3 clusters Score -8651003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -8651011.000000 Penalty: 5514.829102
	Iteration 37Q: 3 clusters Score -8651011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -8651004.000000 Penalty: 5514.829102
	Iteration 38Q: 3 clusters Score -8651004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8651007.000000 Penalty: 5514.829102
	Iteration 39Q: 3 clusters Score -8651007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8651010.000000 Penalty: 5514.829102
	Iteration 40F: 3 clusters Score -8651010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8651020.000000 Penalty: 5514.829102
	Iteration 41Q: 3 clusters Score -8651020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8651027.000000 Penalty: 5514.829102
	Iteration 42Q: 3 clusters Score -8651027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8651026.000000 Penalty: 5514.829102
	Iteration 43Q: 3 clusters Score -8651026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8651025.000000 Penalty: 5514.829102
	Iteration 44Q: 3 clusters Score -8651025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8651031.000000 Penalty: 5514.829102
	Iteration 45Q: 3 clusters Score -8651031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8651018.000000 Penalty: 5514.829102
	Iteration 46Q: 3 clusters Score -8651018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8651024.000000 Penalty: 5514.829102
	Iteration 47Q: 3 clusters Score -8651024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8651028.000000 Penalty: 5514.829102
	Iteration 48Q: 3 clusters Score -8651028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8651033.000000 Penalty: 5514.829102
	Iteration 49Q: 3 clusters Score -8651033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8651028.000000 Penalty: 5514.829102
	Iteration 50Q: 3 clusters Score -8651028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8651030.000000 Penalty: 5514.829102
	Iteration 51Q: 3 clusters Score -8651030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8651034.000000 Penalty: 5514.829102
	Iteration 52Q: 3 clusters Score -8651034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8651030.000000 Penalty: 5514.829102
	Iteration 53Q: 3 clusters Score -8651030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8651033.000000 Penalty: 5514.829102
	Iteration 54Q: 3 clusters Score -8651033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8651031.000000 Penalty: 5514.829102
	Iteration 55Q: 3 clusters Score -8651031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8651029.000000 Penalty: 5514.829102
	Iteration 56Q: 3 clusters Score -8651029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8651029.000000 Penalty: 5514.829102
	Iteration 57F: 3 clusters Score -8651029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 59314 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Entering Unmasked Estep 
Score: -111143800.000000 Penalty: 81486.218750
Splitting cluster 6 changes total score from -111098704.000000 to -111143800.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (59314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Entering Unmasked Estep 
Score: -7808125.500000 Penalty: 2725.668945
	Iteration 0F: 2 clusters Score -7808126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -7768266.000000 Penalty: 5451.337891
	Iteration 0F: 3 clusters Score -7768266 nChanged 27613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7783665.000000 Penalty: 5451.337891
	Iteration 1F: 3 clusters Score -7783665 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -7784728.500000 Penalty: 5451.337891
	Iteration 2Q: 3 clusters Score -7784728 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7786572.000000 Penalty: 5451.337891
	Iteration 3F: 3 clusters Score -7786572 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -7789463.000000 Penalty: 5451.337891
	Iteration 4F: 3 clusters Score -7789463 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -7793077.000000 Penalty: 5451.337891
	Iteration 5F: 3 clusters Score -7793077 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -7796860.000000 Penalty: 5451.337891
	Iteration 6F: 3 clusters Score -7796860 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -7800153.500000 Penalty: 5451.337891
	Iteration 7F: 3 clusters Score -7800154 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -7802782.500000 Penalty: 5451.337891
	Iteration 8F: 3 clusters Score -7802782 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -7804531.500000 Penalty: 5451.337891
	Iteration 9Q: 3 clusters Score -7804532 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -7805753.500000 Penalty: 5451.337891
	Iteration 10Q: 3 clusters Score -7805754 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7806594.500000 Penalty: 5451.337891
	Iteration 11Q: 3 clusters Score -7806594 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7807097.500000 Penalty: 5451.337891
	Iteration 12Q: 3 clusters Score -7807098 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7807440.500000 Penalty: 5451.337891
	Iteration 13Q: 3 clusters Score -7807440 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7807698.000000 Penalty: 5451.337891
	Iteration 14Q: 3 clusters Score -7807698 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7807832.000000 Penalty: 5451.337891
	Iteration 15Q: 3 clusters Score -7807832 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7807925.500000 Penalty: 5451.337891
	Iteration 16Q: 3 clusters Score -7807926 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7807995.000000 Penalty: 5451.337891
	Iteration 17Q: 3 clusters Score -7807995 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7808027.000000 Penalty: 5451.337891
	Iteration 18Q: 3 clusters Score -7808027 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7808071.000000 Penalty: 5451.337891
	Iteration 19Q: 3 clusters Score -7808071 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7808112.500000 Penalty: 5451.337891
	Iteration 20F: 3 clusters Score -7808112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7808154.000000 Penalty: 5451.337891
	Iteration 21Q: 3 clusters Score -7808154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7808174.500000 Penalty: 5451.337891
	Iteration 22Q: 3 clusters Score -7808174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7808184.000000 Penalty: 5451.337891
	Iteration 23Q: 3 clusters Score -7808184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7808204.000000 Penalty: 5451.337891
	Iteration 24Q: 3 clusters Score -7808204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7808233.500000 Penalty: 5451.337891
	Iteration 25Q: 3 clusters Score -7808234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7808225.000000 Penalty: 5451.337891
	Iteration 26Q: 3 clusters Score -7808225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7808239.000000 Penalty: 5451.337891
	Iteration 27Q: 3 clusters Score -7808239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7808251.000000 Penalty: 5451.337891
	Iteration 28Q: 3 clusters Score -7808251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7808252.000000 Penalty: 5451.337891
	Iteration 29Q: 3 clusters Score -7808252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7808265.500000 Penalty: 5451.337891
	Iteration 30Q: 3 clusters Score -7808266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7808263.500000 Penalty: 5451.337891
	Iteration 31Q: 3 clusters Score -7808264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7808263.500000 Penalty: 5451.337891
	Iteration 32Q: 3 clusters Score -7808264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7808256.500000 Penalty: 5451.337891
	Iteration 33Q: 3 clusters Score -7808256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7808251.000000 Penalty: 5451.337891
	Iteration 34Q: 3 clusters Score -7808251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7808248.000000 Penalty: 5451.337891
	Iteration 35Q: 3 clusters Score -7808248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7808248.500000 Penalty: 5451.337891
	Iteration 36Q: 3 clusters Score -7808248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7808250.500000 Penalty: 5451.337891
	Iteration 37Q: 3 clusters Score -7808250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7808253.000000 Penalty: 5451.337891
	Iteration 38Q: 3 clusters Score -7808253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7808254.000000 Penalty: 5451.337891
	Iteration 39Q: 3 clusters Score -7808254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7808256.000000 Penalty: 5451.337891
	Iteration 40F: 3 clusters Score -7808256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7808254.500000 Penalty: 5451.337891
	Iteration 41Q: 3 clusters Score -7808254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7808253.000000 Penalty: 5451.337891
	Iteration 42Q: 3 clusters Score -7808253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7808253.000000 Penalty: 5451.337891
	Iteration 43F: 3 clusters Score -7808253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Entering Unmasked Estep 
Score: -111143248.000000 Penalty: 84881.476562
Splitting cluster 7 changes total score from -111098704.000000 to -111143248.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -391205.750000 Penalty: 2022.458618
	Iteration 0F: 2 clusters Score -391205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -388139.500000 Penalty: 4044.917236
	Iteration 0F: 3 clusters Score -388139.5 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -391440.937500 Penalty: 4044.917236
	Iteration 1F: 3 clusters Score -391440.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -395297.812500 Penalty: 4044.917236
	Iteration 2F: 3 clusters Score -395297.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -399396.437500 Penalty: 4044.917236
	Iteration 3F: 3 clusters Score -399396.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -400271.000000 Penalty: 4044.917236
	Iteration 4F: 3 clusters Score -400271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -400458.187500 Penalty: 4044.917236
	Iteration 5Q: 3 clusters Score -400458.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -400517.843750 Penalty: 4044.917236
	Iteration 6Q: 3 clusters Score -400517.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -400560.281250 Penalty: 4044.917236
	Iteration 7Q: 3 clusters Score -400560.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -400628.250000 Penalty: 4044.917236
	Iteration 8Q: 3 clusters Score -400628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -400704.281250 Penalty: 4044.917236
	Iteration 9Q: 3 clusters Score -400704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -400716.031250 Penalty: 4044.917236
	Iteration 10Q: 3 clusters Score -400716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -400717.156250 Penalty: 4044.917236
	Iteration 11Q: 3 clusters Score -400717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -400716.968750 Penalty: 4044.917236
	Iteration 12Q: 3 clusters Score -400717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -400719.906250 Penalty: 4044.917236
	Iteration 13Q: 3 clusters Score -400719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -400720.875000 Penalty: 4044.917236
	Iteration 14Q: 3 clusters Score -400720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -400721.468750 Penalty: 4044.917236
	Iteration 15Q: 3 clusters Score -400721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -400721.468750 Penalty: 4044.917236
	Iteration 16F: 3 clusters Score -400721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Entering Unmasked Estep 
Score: -111152104.000000 Penalty: 88276.742188
Splitting cluster 8 changes total score from -111098704.000000 to -111152104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -364562.000000 Penalty: 2017.566162
	Iteration 0F: 2 clusters Score -364562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -361065.218750 Penalty: 4035.132324
	Iteration 0F: 3 clusters Score -361065.2 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -362723.625000 Penalty: 4035.132324
	Iteration 1F: 3 clusters Score -362723.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -364011.906250 Penalty: 4035.132324
	Iteration 2F: 3 clusters Score -364011.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364938.375000 Penalty: 4035.132324
	Iteration 3F: 3 clusters Score -364938.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -365615.656250 Penalty: 4035.132324
	Iteration 4F: 3 clusters Score -365615.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -365906.562500 Penalty: 4035.132324
	Iteration 5Q: 3 clusters Score -365906.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -366095.781250 Penalty: 4035.132324
	Iteration 6Q: 3 clusters Score -366095.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -366272.531250 Penalty: 4035.132324
	Iteration 7Q: 3 clusters Score -366272.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -366492.781250 Penalty: 4035.132324
	Iteration 8Q: 3 clusters Score -366492.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -366765.875000 Penalty: 4035.132324
	Iteration 9Q: 3 clusters Score -366765.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -366894.968750 Penalty: 4035.132324
	Iteration 10Q: 3 clusters Score -366895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -366967.312500 Penalty: 4035.132324
	Iteration 11Q: 3 clusters Score -366967.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -367003.562500 Penalty: 4035.132324
	Iteration 12Q: 3 clusters Score -367003.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -367046.500000 Penalty: 4035.132324
	Iteration 13Q: 3 clusters Score -367046.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -367078.750000 Penalty: 4035.132324
	Iteration 14Q: 3 clusters Score -367078.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -367131.125000 Penalty: 4035.132324
	Iteration 15Q: 3 clusters Score -367131.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -367189.000000 Penalty: 4035.132324
	Iteration 16Q: 3 clusters Score -367189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -367232.281250 Penalty: 4035.132324
	Iteration 17Q: 3 clusters Score -367232.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -367277.562500 Penalty: 4035.132324
	Iteration 18Q: 3 clusters Score -367277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -367324.406250 Penalty: 4035.132324
	Iteration 19Q: 3 clusters Score -367324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -367372.718750 Penalty: 4035.132324
	Iteration 20F: 3 clusters Score -367372.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -367417.093750 Penalty: 4035.132324
	Iteration 21Q: 3 clusters Score -367417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -367427.687500 Penalty: 4035.132324
	Iteration 22Q: 3 clusters Score -367427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367432.781250 Penalty: 4035.132324
	Iteration 23Q: 3 clusters Score -367432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367432.781250 Penalty: 4035.132324
	Iteration 24F: 3 clusters Score -367432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Entering Unmasked Estep 
Score: -111153544.000000 Penalty: 91672.000000
Splitting cluster 9 changes total score from -111098704.000000 to -111153544.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (99973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Entering Unmasked Estep 
Score: -12896427.000000 Penalty: 2855.138428
	Iteration 0F: 2 clusters Score -1.289643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -12829486.000000 Penalty: 5710.276855
	Iteration 0F: 3 clusters Score -1.282949e+07 nChanged 47280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -12857394.000000 Penalty: 5710.276855
	Iteration 1F: 3 clusters Score -1.285739e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -12859759.000000 Penalty: 5710.276855
	Iteration 2Q: 3 clusters Score -1.285976e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -12863520.000000 Penalty: 5710.276855
	Iteration 3Q: 3 clusters Score -1.286352e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -12868099.000000 Penalty: 5710.276855
	Iteration 4F: 3 clusters Score -1.28681e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -12874761.000000 Penalty: 5710.276855
	Iteration 5F: 3 clusters Score -1.287476e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -12883095.000000 Penalty: 5710.276855
	Iteration 6F: 3 clusters Score -1.28831e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -12890769.000000 Penalty: 5710.276855
	Iteration 7F: 3 clusters Score -1.289077e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -12897112.000000 Penalty: 5710.276855
	Iteration 8F: 3 clusters Score -1.289711e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -12901639.000000 Penalty: 5710.276855
	Iteration 9F: 3 clusters Score -1.290164e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -12904764.000000 Penalty: 5710.276855
	Iteration 10F: 3 clusters Score -1.290476e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -12907162.000000 Penalty: 5710.276855
	Iteration 11Q: 3 clusters Score -1.290716e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -12909050.000000 Penalty: 5710.276855
	Iteration 12Q: 3 clusters Score -1.290905e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -12910618.000000 Penalty: 5710.276855
	Iteration 13Q: 3 clusters Score -1.291062e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -12911926.000000 Penalty: 5710.276855
	Iteration 14Q: 3 clusters Score -1.291193e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -12912950.000000 Penalty: 5710.276855
	Iteration 15Q: 3 clusters Score -1.291295e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -12913709.000000 Penalty: 5710.276855
	Iteration 16Q: 3 clusters Score -1.291371e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -12914426.000000 Penalty: 5710.276855
	Iteration 17Q: 3 clusters Score -1.291443e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -12914865.000000 Penalty: 5710.276855
	Iteration 18Q: 3 clusters Score -1.291486e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -12915222.000000 Penalty: 5710.276855
	Iteration 19Q: 3 clusters Score -1.291522e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -12915644.000000 Penalty: 5710.276855
	Iteration 20F: 3 clusters Score -1.291564e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -12916208.000000 Penalty: 5710.276855
	Iteration 21Q: 3 clusters Score -1.291621e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -12916927.000000 Penalty: 5710.276855
	Iteration 22Q: 3 clusters Score -1.291693e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -12917591.000000 Penalty: 5710.276855
	Iteration 23Q: 3 clusters Score -1.291759e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -12917950.000000 Penalty: 5710.276855
	Iteration 24Q: 3 clusters Score -1.291795e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -12918427.000000 Penalty: 5710.276855
	Iteration 25Q: 3 clusters Score -1.291843e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -12918897.000000 Penalty: 5710.276855
	Iteration 26Q: 3 clusters Score -1.29189e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
Score: -12919279.000000 Penalty: 5710.276855
	Iteration 27Q: 3 clusters Score -1.291928e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -12919468.000000 Penalty: 5710.276855
	Iteration 28Q: 3 clusters Score -1.291947e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -12919509.000000 Penalty: 5710.276855
	Iteration 29Q: 3 clusters Score -1.291951e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -12919475.000000 Penalty: 5710.276855
	Iteration 30Q: 3 clusters Score -1.291948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -12919476.000000 Penalty: 5710.276855
	Iteration 31Q: 3 clusters Score -1.291948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -12919483.000000 Penalty: 5710.276855
	Iteration 32Q: 3 clusters Score -1.291948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -12919461.000000 Penalty: 5710.276855
	Iteration 33Q: 3 clusters Score -1.291946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -12919474.000000 Penalty: 5710.276855
	Iteration 34Q: 3 clusters Score -1.291947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -12919485.000000 Penalty: 5710.276855
	Iteration 35Q: 3 clusters Score -1.291948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -12919487.000000 Penalty: 5710.276855
	Iteration 36Q: 3 clusters Score -1.291949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -12919481.000000 Penalty: 5710.276855
	Iteration 37Q: 3 clusters Score -1.291948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -12919481.000000 Penalty: 5710.276855
	Iteration 38F: 3 clusters Score -1.291948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 87720 members 
Entering Unmasked Estep 
Score: -111176992.000000 Penalty: 95067.257812
Splitting cluster 10 changes total score from -111098704.000000 to -111176992.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (11917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Entering Unmasked Estep 
Score: -1556070.625000 Penalty: 2327.658936
	Iteration 0F: 2 clusters Score -1556071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1547063.125000 Penalty: 4655.317871
	Iteration 0F: 3 clusters Score -1547063 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1549721.875000 Penalty: 4655.317871
	Iteration 1F: 3 clusters Score -1549722 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1550291.875000 Penalty: 4655.317871
	Iteration 2F: 3 clusters Score -1550292 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1551053.750000 Penalty: 4655.317871
	Iteration 3F: 3 clusters Score -1551054 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1551973.500000 Penalty: 4655.317871
	Iteration 4F: 3 clusters Score -1551974 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1552978.375000 Penalty: 4655.317871
	Iteration 5F: 3 clusters Score -1552978 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1553767.375000 Penalty: 4655.317871
	Iteration 6F: 3 clusters Score -1553767 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1554262.125000 Penalty: 4655.317871
	Iteration 7F: 3 clusters Score -1554262 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1554538.500000 Penalty: 4655.317871
	Iteration 8Q: 3 clusters Score -1554538 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1554684.125000 Penalty: 4655.317871
	Iteration 9Q: 3 clusters Score -1554684 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1554780.000000 Penalty: 4655.317871
	Iteration 10Q: 3 clusters Score -1554780 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1554843.250000 Penalty: 4655.317871
	Iteration 11Q: 3 clusters Score -1554843 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1554899.000000 Penalty: 4655.317871
	Iteration 12Q: 3 clusters Score -1554899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1554940.250000 Penalty: 4655.317871
	Iteration 13Q: 3 clusters Score -1554940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1554972.875000 Penalty: 4655.317871
	Iteration 14Q: 3 clusters Score -1554973 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1554995.500000 Penalty: 4655.317871
	Iteration 15Q: 3 clusters Score -1554996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1555014.125000 Penalty: 4655.317871
	Iteration 16Q: 3 clusters Score -1555014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1555027.875000 Penalty: 4655.317871
	Iteration 17Q: 3 clusters Score -1555028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1555044.250000 Penalty: 4655.317871
	Iteration 18Q: 3 clusters Score -1555044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1555057.250000 Penalty: 4655.317871
	Iteration 19Q: 3 clusters Score -1555057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1555073.375000 Penalty: 4655.317871
	Iteration 20F: 3 clusters Score -1555073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1555076.500000 Penalty: 4655.317871
	Iteration 21Q: 3 clusters Score -1555076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1555085.875000 Penalty: 4655.317871
	Iteration 22Q: 3 clusters Score -1555086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1555092.375000 Penalty: 4655.317871
	Iteration 23Q: 3 clusters Score -1555092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1555097.250000 Penalty: 4655.317871
	Iteration 24Q: 3 clusters Score -1555097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1555104.375000 Penalty: 4655.317871
	Iteration 25Q: 3 clusters Score -1555104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1555106.250000 Penalty: 4655.317871
	Iteration 26Q: 3 clusters Score -1555106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1555106.375000 Penalty: 4655.317871
	Iteration 27Q: 3 clusters Score -1555106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1555103.625000 Penalty: 4655.317871
	Iteration 28Q: 3 clusters Score -1555104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1555104.875000 Penalty: 4655.317871
	Iteration 29Q: 3 clusters Score -1555105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1555104.875000 Penalty: 4655.317871
	Iteration 30F: 3 clusters Score -1555105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Entering Unmasked Estep 
Score: -3049349.250000 Penalty: 2500.120605
	Iteration 0F: 2 clusters Score -3049349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3032979.500000 Penalty: 5000.241211
	Iteration 0F: 3 clusters Score -3032980 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3039082.500000 Penalty: 5000.241211
	Iteration 1F: 3 clusters Score -3039082 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3040607.500000 Penalty: 5000.241211
	Iteration 2F: 3 clusters Score -3040608 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3042712.250000 Penalty: 5000.241211
	Iteration 3F: 3 clusters Score -3042712 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3045096.500000 Penalty: 5000.241211
	Iteration 4F: 3 clusters Score -3045096 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3046957.000000 Penalty: 5000.241211
	Iteration 5F: 3 clusters Score -3046957 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3048092.500000 Penalty: 5000.241211
	Iteration 6F: 3 clusters Score -3048092 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3048700.000000 Penalty: 5000.241211
	Iteration 7Q: 3 clusters Score -3048700 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3049062.250000 Penalty: 5000.241211
	Iteration 8Q: 3 clusters Score -3049062 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3049295.750000 Penalty: 5000.241211
	Iteration 9Q: 3 clusters Score -3049296 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3049504.500000 Penalty: 5000.241211
	Iteration 10Q: 3 clusters Score -3049504 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3049679.000000 Penalty: 5000.241211
	Iteration 11Q: 3 clusters Score -3049679 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3049815.500000 Penalty: 5000.241211
	Iteration 12Q: 3 clusters Score -3049816 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3049927.000000 Penalty: 5000.241211
	Iteration 13Q: 3 clusters Score -3049927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3049986.000000 Penalty: 5000.241211
	Iteration 14Q: 3 clusters Score -3049986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3050045.750000 Penalty: 5000.241211
	Iteration 15Q: 3 clusters Score -3050046 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3050100.750000 Penalty: 5000.241211
	Iteration 16Q: 3 clusters Score -3050101 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3050142.250000 Penalty: 5000.241211
	Iteration 17Q: 3 clusters Score -3050142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3050173.500000 Penalty: 5000.241211
	Iteration 18Q: 3 clusters Score -3050174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3050180.500000 Penalty: 5000.241211
	Iteration 19Q: 3 clusters Score -3050180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3050197.750000 Penalty: 5000.241211
	Iteration 20F: 3 clusters Score -3050198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3050211.250000 Penalty: 5000.241211
	Iteration 21Q: 3 clusters Score -3050211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3050219.250000 Penalty: 5000.241211
	Iteration 22Q: 3 clusters Score -3050219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3050231.500000 Penalty: 5000.241211
	Iteration 23Q: 3 clusters Score -3050232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3050231.250000 Penalty: 5000.241211
	Iteration 24Q: 3 clusters Score -3050231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3050231.000000 Penalty: 5000.241211
	Iteration 25Q: 3 clusters Score -3050231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3050227.250000 Penalty: 5000.241211
	Iteration 26Q: 3 clusters Score -3050227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3050234.000000 Penalty: 5000.241211
	Iteration 27Q: 3 clusters Score -3050234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3050244.250000 Penalty: 5000.241211
	Iteration 28Q: 3 clusters Score -3050244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3050247.500000 Penalty: 5000.241211
	Iteration 29Q: 3 clusters Score -3050248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3050256.000000 Penalty: 5000.241211
	Iteration 30Q: 3 clusters Score -3050256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3050254.250000 Penalty: 5000.241211
	Iteration 31Q: 3 clusters Score -3050254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3050255.000000 Penalty: 5000.241211
	Iteration 32Q: 3 clusters Score -3050255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3050255.000000 Penalty: 5000.241211
	Iteration 33F: 3 clusters Score -3050255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 87720 members 
Mstep: Class 29 contains 2492 members 
Entering Unmasked Estep 
Score: -111176416.000000 Penalty: 98462.515625
Splitting cluster 12 changes total score from -111098704.000000 to -111176416.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (57109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Entering Unmasked Estep 
Score: -7345097.000000 Penalty: 2716.273682
	Iteration 0F: 2 clusters Score -7345097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7306703.500000 Penalty: 5432.547363
	Iteration 0F: 3 clusters Score -7306704 nChanged 26578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -7322515.000000 Penalty: 5432.547363
	Iteration 1F: 3 clusters Score -7322515 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -7324463.500000 Penalty: 5432.547363
	Iteration 2F: 3 clusters Score -7324464 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -7326686.000000 Penalty: 5432.547363
	Iteration 3F: 3 clusters Score -7326686 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -7329380.500000 Penalty: 5432.547363
	Iteration 4F: 3 clusters Score -7329380 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -7332805.000000 Penalty: 5432.547363
	Iteration 5F: 3 clusters Score -7332805 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -7336320.500000 Penalty: 5432.547363
	Iteration 6F: 3 clusters Score -7336320 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7339108.000000 Penalty: 5432.547363
	Iteration 7F: 3 clusters Score -7339108 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7340802.000000 Penalty: 5432.547363
	Iteration 8F: 3 clusters Score -7340802 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -7341959.500000 Penalty: 5432.547363
	Iteration 9Q: 3 clusters Score -7341960 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -7342777.500000 Penalty: 5432.547363
	Iteration 10Q: 3 clusters Score -7342778 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7343371.500000 Penalty: 5432.547363
	Iteration 11Q: 3 clusters Score -7343372 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -7343783.000000 Penalty: 5432.547363
	Iteration 12Q: 3 clusters Score -7343783 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -7344094.000000 Penalty: 5432.547363
	Iteration 13Q: 3 clusters Score -7344094 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -7344340.000000 Penalty: 5432.547363
	Iteration 14Q: 3 clusters Score -7344340 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -7344536.500000 Penalty: 5432.547363
	Iteration 15Q: 3 clusters Score -7344536 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -7344673.500000 Penalty: 5432.547363
	Iteration 16Q: 3 clusters Score -7344674 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -7344809.500000 Penalty: 5432.547363
	Iteration 17Q: 3 clusters Score -7344810 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -7344939.000000 Penalty: 5432.547363
	Iteration 18Q: 3 clusters Score -7344939 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -7344996.500000 Penalty: 5432.547363
	Iteration 19Q: 3 clusters Score -7344996 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -7345121.000000 Penalty: 5432.547363
	Iteration 20F: 3 clusters Score -7345121 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -7345312.500000 Penalty: 5432.547363
	Iteration 21Q: 3 clusters Score -7345312 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -7345461.500000 Penalty: 5432.547363
	Iteration 22Q: 3 clusters Score -7345462 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -7345649.000000 Penalty: 5432.547363
	Iteration 23Q: 3 clusters Score -7345649 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -7345848.500000 Penalty: 5432.547363
	Iteration 24Q: 3 clusters Score -7345848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -7346088.000000 Penalty: 5432.547363
	Iteration 25Q: 3 clusters Score -7346088 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -7346309.500000 Penalty: 5432.547363
	Iteration 26Q: 3 clusters Score -7346310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -7346467.000000 Penalty: 5432.547363
	Iteration 27Q: 3 clusters Score -7346467 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -7346616.000000 Penalty: 5432.547363
	Iteration 28Q: 3 clusters Score -7346616 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -7346712.000000 Penalty: 5432.547363
	Iteration 29Q: 3 clusters Score -7346712 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -7346795.500000 Penalty: 5432.547363
	Iteration 30Q: 3 clusters Score -7346796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -7346874.000000 Penalty: 5432.547363
	Iteration 31Q: 3 clusters Score -7346874 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -7346936.000000 Penalty: 5432.547363
	Iteration 32Q: 3 clusters Score -7346936 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -7346967.500000 Penalty: 5432.547363
	Iteration 33Q: 3 clusters Score -7346968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7347029.500000 Penalty: 5432.547363
	Iteration 34Q: 3 clusters Score -7347030 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -7347115.500000 Penalty: 5432.547363
	Iteration 35Q: 3 clusters Score -7347116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -7347152.000000 Penalty: 5432.547363
	Iteration 36Q: 3 clusters Score -7347152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -7347184.000000 Penalty: 5432.547363
	Iteration 37Q: 3 clusters Score -7347184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -7347189.500000 Penalty: 5432.547363
	Iteration 38Q: 3 clusters Score -7347190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7347195.000000 Penalty: 5432.547363
	Iteration 39Q: 3 clusters Score -7347195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -7347202.500000 Penalty: 5432.547363
	Iteration 40F: 3 clusters Score -7347202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -7347216.000000 Penalty: 5432.547363
	Iteration 41Q: 3 clusters Score -7347216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -7347220.500000 Penalty: 5432.547363
	Iteration 42Q: 3 clusters Score -7347220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -7347229.500000 Penalty: 5432.547363
	Iteration 43Q: 3 clusters Score -7347230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -7347232.500000 Penalty: 5432.547363
	Iteration 44Q: 3 clusters Score -7347232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7347233.500000 Penalty: 5432.547363
	Iteration 45Q: 3 clusters Score -7347234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -7347237.000000 Penalty: 5432.547363
	Iteration 46Q: 3 clusters Score -7347237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7347234.000000 Penalty: 5432.547363
	Iteration 47Q: 3 clusters Score -7347234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7347228.000000 Penalty: 5432.547363
	Iteration 48Q: 3 clusters Score -7347228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7347225.500000 Penalty: 5432.547363
	Iteration 49Q: 3 clusters Score -7347226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7347232.000000 Penalty: 5432.547363
	Iteration 50Q: 3 clusters Score -7347232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7347232.000000 Penalty: 5432.547363
	Iteration 51F: 3 clusters Score -7347232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 47805 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 87720 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 52110 members 
Entering Unmasked Estep 
Score: -111177240.000000 Penalty: 101857.773438
Splitting cluster 13 changes total score from -111098704.000000 to -111177240.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (124067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Entering Unmasked Estep 
Score: -16153512.000000 Penalty: 2908.687012
	Iteration 0F: 2 clusters Score -1.615351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -16070501.000000 Penalty: 5817.374023
	Iteration 0F: 3 clusters Score -1.60705e+07 nChanged 59014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -16105877.000000 Penalty: 5817.374023
	Iteration 1F: 3 clusters Score -1.610588e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -16107909.000000 Penalty: 5817.374023
	Iteration 2Q: 3 clusters Score -1.610791e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -16110609.000000 Penalty: 5817.374023
	Iteration 3Q: 3 clusters Score -1.611061e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -16113916.000000 Penalty: 5817.374023
	Iteration 4F: 3 clusters Score -1.611392e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -16117763.000000 Penalty: 5817.374023
	Iteration 5F: 3 clusters Score -1.611776e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -16121375.000000 Penalty: 5817.374023
	Iteration 6F: 3 clusters Score -1.612138e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -16124237.000000 Penalty: 5817.374023
	Iteration 7F: 3 clusters Score -1.612424e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -16126330.000000 Penalty: 5817.374023
	Iteration 8Q: 3 clusters Score -1.612633e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -16127873.000000 Penalty: 5817.374023
	Iteration 9Q: 3 clusters Score -1.612787e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -16128730.000000 Penalty: 5817.374023
	Iteration 10Q: 3 clusters Score -1.612873e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -16129491.000000 Penalty: 5817.374023
	Iteration 11Q: 3 clusters Score -1.612949e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -16130120.000000 Penalty: 5817.374023
	Iteration 12Q: 3 clusters Score -1.613012e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -16131216.000000 Penalty: 5817.374023
	Iteration 13Q: 3 clusters Score -1.613122e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -16132787.000000 Penalty: 5817.374023
	Iteration 14Q: 3 clusters Score -1.613279e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -16134285.000000 Penalty: 5817.374023
	Iteration 15Q: 3 clusters Score -1.613428e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -16135370.000000 Penalty: 5817.374023
	Iteration 16Q: 3 clusters Score -1.613537e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -16136122.000000 Penalty: 5817.374023
	Iteration 17Q: 3 clusters Score -1.613612e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -16136591.000000 Penalty: 5817.374023
	Iteration 18Q: 3 clusters Score -1.613659e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -16137091.000000 Penalty: 5817.374023
	Iteration 19Q: 3 clusters Score -1.613709e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -16137473.000000 Penalty: 5817.374023
	Iteration 20F: 3 clusters Score -1.613747e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -16137791.000000 Penalty: 5817.374023
	Iteration 21Q: 3 clusters Score -1.613779e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -16138245.000000 Penalty: 5817.374023
	Iteration 22Q: 3 clusters Score -1.613824e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -16138699.000000 Penalty: 5817.374023
	Iteration 23Q: 3 clusters Score -1.61387e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -16139261.000000 Penalty: 5817.374023
	Iteration 24Q: 3 clusters Score -1.613926e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -16139881.000000 Penalty: 5817.374023
	Iteration 25Q: 3 clusters Score -1.613988e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -16140621.000000 Penalty: 5817.374023
	Iteration 26Q: 3 clusters Score -1.614062e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -16141462.000000 Penalty: 5817.374023
	Iteration 27Q: 3 clusters Score -1.614146e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -16142359.000000 Penalty: 5817.374023
	Iteration 28Q: 3 clusters Score -1.614236e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -16143342.000000 Penalty: 5817.374023
	Iteration 29Q: 3 clusters Score -1.614334e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -16144383.000000 Penalty: 5817.374023
	Iteration 30Q: 3 clusters Score -1.614438e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -16145400.000000 Penalty: 5817.374023
	Iteration 31Q: 3 clusters Score -1.61454e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -16146433.000000 Penalty: 5817.374023
	Iteration 32Q: 3 clusters Score -1.614643e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -16147228.000000 Penalty: 5817.374023
	Iteration 33Q: 3 clusters Score -1.614723e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -16148049.000000 Penalty: 5817.374023
	Iteration 34Q: 3 clusters Score -1.614805e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -16148740.000000 Penalty: 5817.374023
	Iteration 35Q: 3 clusters Score -1.614874e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -16149442.000000 Penalty: 5817.374023
	Iteration 36Q: 3 clusters Score -1.614944e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113237 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -16149927.000000 Penalty: 5817.374023
	Iteration 37Q: 3 clusters Score -1.614993e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -16150365.000000 Penalty: 5817.374023
	Iteration 38Q: 3 clusters Score -1.615036e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -16150715.000000 Penalty: 5817.374023
	Iteration 39Q: 3 clusters Score -1.615072e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -16150976.000000 Penalty: 5817.374023
	Iteration 40F: 3 clusters Score -1.615098e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -16151240.000000 Penalty: 5817.374023
	Iteration 41Q: 3 clusters Score -1.615124e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117622 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -16151365.000000 Penalty: 5817.374023
	Iteration 42Q: 3 clusters Score -1.615136e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -16151484.000000 Penalty: 5817.374023
	Iteration 43Q: 3 clusters Score -1.615148e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -16151569.000000 Penalty: 5817.374023
	Iteration 44Q: 3 clusters Score -1.615157e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -16151625.000000 Penalty: 5817.374023
	Iteration 45Q: 3 clusters Score -1.615162e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -16151704.000000 Penalty: 5817.374023
	Iteration 46Q: 3 clusters Score -1.61517e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -16151761.000000 Penalty: 5817.374023
	Iteration 47Q: 3 clusters Score -1.615176e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -16151776.000000 Penalty: 5817.374023
	Iteration 48Q: 3 clusters Score -1.615178e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119379 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -16151802.000000 Penalty: 5817.374023
	Iteration 49Q: 3 clusters Score -1.61518e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119487 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -16151818.000000 Penalty: 5817.374023
	Iteration 50Q: 3 clusters Score -1.615182e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119591 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -16151837.000000 Penalty: 5817.374023
	Iteration 51Q: 3 clusters Score -1.615184e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -16151864.000000 Penalty: 5817.374023
	Iteration 52Q: 3 clusters Score -1.615186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119759 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -16151875.000000 Penalty: 5817.374023
	Iteration 53Q: 3 clusters Score -1.615188e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119805 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -16151865.000000 Penalty: 5817.374023
	Iteration 54Q: 3 clusters Score -1.615186e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -16151874.000000 Penalty: 5817.374023
	Iteration 55Q: 3 clusters Score -1.615187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119887 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -16151882.000000 Penalty: 5817.374023
	Iteration 56Q: 3 clusters Score -1.615188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119922 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -16151902.000000 Penalty: 5817.374023
	Iteration 57Q: 3 clusters Score -1.61519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -16151901.000000 Penalty: 5817.374023
	Iteration 58Q: 3 clusters Score -1.61519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -16151910.000000 Penalty: 5817.374023
	Iteration 59Q: 3 clusters Score -1.615191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -16151917.000000 Penalty: 5817.374023
	Iteration 60F: 3 clusters Score -1.615192e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -16151920.000000 Penalty: 5817.374023
	Iteration 61Q: 3 clusters Score -1.615192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -16151938.000000 Penalty: 5817.374023
	Iteration 62Q: 3 clusters Score -1.615194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -16151949.000000 Penalty: 5817.374023
	Iteration 63Q: 3 clusters Score -1.615195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -16151948.000000 Penalty: 5817.374023
	Iteration 64Q: 3 clusters Score -1.615195e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -16151957.000000 Penalty: 5817.374023
	Iteration 65Q: 3 clusters Score -1.615196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -16151961.000000 Penalty: 5817.374023
	Iteration 66Q: 3 clusters Score -1.615196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120262 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -16151964.000000 Penalty: 5817.374023
	Iteration 67Q: 3 clusters Score -1.615196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -16151968.000000 Penalty: 5817.374023
	Iteration 68Q: 3 clusters Score -1.615197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16151981.000000 Penalty: 5817.374023
	Iteration 69Q: 3 clusters Score -1.615198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120311 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -16151985.000000 Penalty: 5817.374023
	Iteration 70Q: 3 clusters Score -1.615198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120327 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -16151987.000000 Penalty: 5817.374023
	Iteration 71Q: 3 clusters Score -1.615199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -16152002.000000 Penalty: 5817.374023
	Iteration 72Q: 3 clusters Score -1.6152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -16151998.000000 Penalty: 5817.374023
	Iteration 73Q: 3 clusters Score -1.6152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120364 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -16151988.000000 Penalty: 5817.374023
	Iteration 74Q: 3 clusters Score -1.615199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -16151986.000000 Penalty: 5817.374023
	Iteration 75Q: 3 clusters Score -1.615199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -16151984.000000 Penalty: 5817.374023
	Iteration 76Q: 3 clusters Score -1.615198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -16151996.000000 Penalty: 5817.374023
	Iteration 77Q: 3 clusters Score -1.6152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -16151996.000000 Penalty: 5817.374023
	Iteration 78Q: 3 clusters Score -1.6152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -16151988.000000 Penalty: 5817.374023
	Iteration 79Q: 3 clusters Score -1.615199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120374 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -16151988.000000 Penalty: 5817.374023
	Iteration 80F: 3 clusters Score -1.615199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -16151992.000000 Penalty: 5817.374023
	Iteration 81Q: 3 clusters Score -1.615199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -16151995.000000 Penalty: 5817.374023
	Iteration 82Q: 3 clusters Score -1.6152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -16151990.000000 Penalty: 5817.374023
	Iteration 83Q: 3 clusters Score -1.615199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -16151985.000000 Penalty: 5817.374023
	Iteration 84Q: 3 clusters Score -1.615198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120411 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -16151989.000000 Penalty: 5817.374023
	Iteration 85Q: 3 clusters Score -1.615199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -16151985.000000 Penalty: 5817.374023
	Iteration 86Q: 3 clusters Score -1.615198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -16151997.000000 Penalty: 5817.374023
	Iteration 87Q: 3 clusters Score -1.6152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -16152000.000000 Penalty: 5817.374023
	Iteration 88Q: 3 clusters Score -1.6152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -16152002.000000 Penalty: 5817.374023
	Iteration 89Q: 3 clusters Score -1.6152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120440 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -16152000.000000 Penalty: 5817.374023
	Iteration 90Q: 3 clusters Score -1.6152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120439 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -16152003.000000 Penalty: 5817.374023
	Iteration 91Q: 3 clusters Score -1.6152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120443 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -16152001.000000 Penalty: 5817.374023
	Iteration 92Q: 3 clusters Score -1.6152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -16152005.000000 Penalty: 5817.374023
	Iteration 93Q: 3 clusters Score -1.6152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120443 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -16152005.000000 Penalty: 5817.374023
	Iteration 94Q: 3 clusters Score -1.6152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -16152014.000000 Penalty: 5817.374023
	Iteration 95Q: 3 clusters Score -1.615201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -16152006.000000 Penalty: 5817.374023
	Iteration 96Q: 3 clusters Score -1.615201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -16152003.000000 Penalty: 5817.374023
	Iteration 97Q: 3 clusters Score -1.6152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16151998.000000 Penalty: 5817.374023
	Iteration 98Q: 3 clusters Score -1.6152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -16152004.000000 Penalty: 5817.374023
	Iteration 99Q: 3 clusters Score -1.6152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -16152007.000000 Penalty: 5817.374023
	Iteration 100F: 3 clusters Score -1.615201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -16152017.000000 Penalty: 5817.374023
	Iteration 101Q: 3 clusters Score -1.615202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120463 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -16152016.000000 Penalty: 5817.374023
	Iteration 102Q: 3 clusters Score -1.615202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -16152021.000000 Penalty: 5817.374023
	Iteration 103Q: 3 clusters Score -1.615202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -16152022.000000 Penalty: 5817.374023
	Iteration 104Q: 3 clusters Score -1.615202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -16152019.000000 Penalty: 5817.374023
	Iteration 105Q: 3 clusters Score -1.615202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -16152019.000000 Penalty: 5817.374023
	Iteration 106F: 3 clusters Score -1.615202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Entering Unmasked Estep 
Score: -5721139.000000 Penalty: 2672.171631
	Iteration 0F: 2 clusters Score -5721139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5688555.500000 Penalty: 5344.343262
	Iteration 0F: 3 clusters Score -5688556 nChanged 22143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5703576.500000 Penalty: 5344.343262
	Iteration 1F: 3 clusters Score -5703576 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5707554.500000 Penalty: 5344.343262
	Iteration 2F: 3 clusters Score -5707554 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -5711467.000000 Penalty: 5344.343262
	Iteration 3F: 3 clusters Score -5711467 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5714411.000000 Penalty: 5344.343262
	Iteration 4F: 3 clusters Score -5714411 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5716359.500000 Penalty: 5344.343262
	Iteration 5F: 3 clusters Score -5716360 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5717460.500000 Penalty: 5344.343262
	Iteration 6Q: 3 clusters Score -5717460 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5718018.500000 Penalty: 5344.343262
	Iteration 7Q: 3 clusters Score -5718018 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -5718359.000000 Penalty: 5344.343262
	Iteration 8Q: 3 clusters Score -5718359 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5718581.500000 Penalty: 5344.343262
	Iteration 9Q: 3 clusters Score -5718582 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5718757.500000 Penalty: 5344.343262
	Iteration 10Q: 3 clusters Score -5718758 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5718938.500000 Penalty: 5344.343262
	Iteration 11Q: 3 clusters Score -5718938 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -5719109.500000 Penalty: 5344.343262
	Iteration 12Q: 3 clusters Score -5719110 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5719301.500000 Penalty: 5344.343262
	Iteration 13Q: 3 clusters Score -5719302 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5719520.500000 Penalty: 5344.343262
	Iteration 14Q: 3 clusters Score -5719520 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5719815.000000 Penalty: 5344.343262
	Iteration 15Q: 3 clusters Score -5719815 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5720120.000000 Penalty: 5344.343262
	Iteration 16Q: 3 clusters Score -5720120 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5720547.500000 Penalty: 5344.343262
	Iteration 17Q: 3 clusters Score -5720548 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -5721053.500000 Penalty: 5344.343262
	Iteration 18Q: 3 clusters Score -5721054 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -5721505.500000 Penalty: 5344.343262
	Iteration 19Q: 3 clusters Score -5721506 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -5721943.000000 Penalty: 5344.343262
	Iteration 20F: 3 clusters Score -5721943 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -5722371.500000 Penalty: 5344.343262
	Iteration 21Q: 3 clusters Score -5722372 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5722692.500000 Penalty: 5344.343262
	Iteration 22Q: 3 clusters Score -5722692 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -5723057.500000 Penalty: 5344.343262
	Iteration 23Q: 3 clusters Score -5723058 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5723329.000000 Penalty: 5344.343262
	Iteration 24Q: 3 clusters Score -5723329 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -5723530.000000 Penalty: 5344.343262
	Iteration 25Q: 3 clusters Score -5723530 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5723690.500000 Penalty: 5344.343262
	Iteration 26Q: 3 clusters Score -5723690 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5723846.000000 Penalty: 5344.343262
	Iteration 27Q: 3 clusters Score -5723846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5723965.000000 Penalty: 5344.343262
	Iteration 28Q: 3 clusters Score -5723965 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5724127.500000 Penalty: 5344.343262
	Iteration 29Q: 3 clusters Score -5724128 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5724299.000000 Penalty: 5344.343262
	Iteration 30Q: 3 clusters Score -5724299 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5724435.000000 Penalty: 5344.343262
	Iteration 31Q: 3 clusters Score -5724435 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5724580.500000 Penalty: 5344.343262
	Iteration 32Q: 3 clusters Score -5724580 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5724761.000000 Penalty: 5344.343262
	Iteration 33Q: 3 clusters Score -5724761 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5724884.000000 Penalty: 5344.343262
	Iteration 34Q: 3 clusters Score -5724884 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5724927.000000 Penalty: 5344.343262
	Iteration 35Q: 3 clusters Score -5724927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5724967.500000 Penalty: 5344.343262
	Iteration 36Q: 3 clusters Score -5724968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5724993.500000 Penalty: 5344.343262
	Iteration 37Q: 3 clusters Score -5724994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5724993.500000 Penalty: 5344.343262
	Iteration 38Q: 3 clusters Score -5724994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5724997.500000 Penalty: 5344.343262
	Iteration 39Q: 3 clusters Score -5724998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5725001.000000 Penalty: 5344.343262
	Iteration 40F: 3 clusters Score -5725001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5725006.000000 Penalty: 5344.343262
	Iteration 41Q: 3 clusters Score -5725006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5725009.500000 Penalty: 5344.343262
	Iteration 42Q: 3 clusters Score -5725010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5725016.000000 Penalty: 5344.343262
	Iteration 43Q: 3 clusters Score -5725016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5725009.000000 Penalty: 5344.343262
	Iteration 44Q: 3 clusters Score -5725009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5725017.000000 Penalty: 5344.343262
	Iteration 45Q: 3 clusters Score -5725017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5725021.000000 Penalty: 5344.343262
	Iteration 46Q: 3 clusters Score -5725021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5725023.000000 Penalty: 5344.343262
	Iteration 47Q: 3 clusters Score -5725023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5725019.000000 Penalty: 5344.343262
	Iteration 48Q: 3 clusters Score -5725019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5725020.000000 Penalty: 5344.343262
	Iteration 49Q: 3 clusters Score -5725020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5725028.500000 Penalty: 5344.343262
	Iteration 50Q: 3 clusters Score -5725028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5725028.000000 Penalty: 5344.343262
	Iteration 51Q: 3 clusters Score -5725028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5725028.000000 Penalty: 5344.343262
	Iteration 52F: 3 clusters Score -5725028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 45090 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 87720 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 52110 members 
Mstep: Class 31 contains 2715 members 
Entering Unmasked Estep 
Score: -111180080.000000 Penalty: 105253.039062
Splitting cluster 16 changes total score from -111098704.000000 to -111180080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (12875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Entering Unmasked Estep 
Score: -1669269.000000 Penalty: 2346.834473
	Iteration 0F: 2 clusters Score -1669269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1659783.500000 Penalty: 4693.668945
	Iteration 0F: 3 clusters Score -1659784 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1662827.250000 Penalty: 4693.668945
	Iteration 1F: 3 clusters Score -1662827 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1663527.500000 Penalty: 4693.668945
	Iteration 2F: 3 clusters Score -1663528 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1664531.375000 Penalty: 4693.668945
	Iteration 3F: 3 clusters Score -1664531 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1666354.625000 Penalty: 4693.668945
	Iteration 4F: 3 clusters Score -1666355 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1668687.250000 Penalty: 4693.668945
	Iteration 5F: 3 clusters Score -1668687 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1670262.250000 Penalty: 4693.668945
	Iteration 6F: 3 clusters Score -1670262 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1670976.750000 Penalty: 4693.668945
	Iteration 7F: 3 clusters Score -1670977 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1671285.125000 Penalty: 4693.668945
	Iteration 8Q: 3 clusters Score -1671285 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1671385.625000 Penalty: 4693.668945
	Iteration 9Q: 3 clusters Score -1671386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1671452.250000 Penalty: 4693.668945
	Iteration 10Q: 3 clusters Score -1671452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1671517.750000 Penalty: 4693.668945
	Iteration 11Q: 3 clusters Score -1671518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1671582.500000 Penalty: 4693.668945
	Iteration 12Q: 3 clusters Score -1671582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1671611.375000 Penalty: 4693.668945
	Iteration 13Q: 3 clusters Score -1671611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1671634.125000 Penalty: 4693.668945
	Iteration 14Q: 3 clusters Score -1671634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1671640.750000 Penalty: 4693.668945
	Iteration 15Q: 3 clusters Score -1671641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1671645.375000 Penalty: 4693.668945
	Iteration 16Q: 3 clusters Score -1671645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1671650.250000 Penalty: 4693.668945
	Iteration 17Q: 3 clusters Score -1671650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1671656.875000 Penalty: 4693.668945
	Iteration 18Q: 3 clusters Score -1671657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1671656.000000 Penalty: 4693.668945
	Iteration 19Q: 3 clusters Score -1671656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1671656.500000 Penalty: 4693.668945
	Iteration 20F: 3 clusters Score -1671656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1671657.125000 Penalty: 4693.668945
	Iteration 21Q: 3 clusters Score -1671657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1671652.500000 Penalty: 4693.668945
	Iteration 22Q: 3 clusters Score -1671652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1671651.750000 Penalty: 4693.668945
	Iteration 23Q: 3 clusters Score -1671652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1671649.125000 Penalty: 4693.668945
	Iteration 24Q: 3 clusters Score -1671649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1671652.625000 Penalty: 4693.668945
	Iteration 25Q: 3 clusters Score -1671653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1671654.875000 Penalty: 4693.668945
	Iteration 26Q: 3 clusters Score -1671655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1671654.875000 Penalty: 4693.668945
	Iteration 27F: 3 clusters Score -1671655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 45090 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 87720 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 52110 members 
Mstep: Class 31 contains 2715 members 
Mstep: Class 32 contains 4553 members 
Entering Unmasked Estep 
Score: -111181104.000000 Penalty: 108648.296875
Splitting cluster 17 changes total score from -111098704.000000 to -111181104.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (15699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Entering Unmasked Estep 
Score: -1980393.500000 Penalty: 2396.015381
	Iteration 0F: 2 clusters Score -1980394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1969281.500000 Penalty: 4792.030762
	Iteration 0F: 3 clusters Score -1969282 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1974222.000000 Penalty: 4792.030762
	Iteration 1F: 3 clusters Score -1974222 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1977324.375000 Penalty: 4792.030762
	Iteration 2F: 3 clusters Score -1977324 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1980042.625000 Penalty: 4792.030762
	Iteration 3F: 3 clusters Score -1980043 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1981173.500000 Penalty: 4792.030762
	Iteration 4F: 3 clusters Score -1981174 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1981508.625000 Penalty: 4792.030762
	Iteration 5Q: 3 clusters Score -1981509 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1981654.750000 Penalty: 4792.030762
	Iteration 6Q: 3 clusters Score -1981655 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1981767.000000 Penalty: 4792.030762
	Iteration 7Q: 3 clusters Score -1981767 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1981891.750000 Penalty: 4792.030762
	Iteration 8Q: 3 clusters Score -1981892 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1982043.625000 Penalty: 4792.030762
	Iteration 9Q: 3 clusters Score -1982044 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1982269.625000 Penalty: 4792.030762
	Iteration 10Q: 3 clusters Score -1982270 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1982728.625000 Penalty: 4792.030762
	Iteration 11Q: 3 clusters Score -1982729 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1983969.875000 Penalty: 4792.030762
	Iteration 12Q: 3 clusters Score -1983970 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1986502.750000 Penalty: 4792.030762
	Iteration 13Q: 3 clusters Score -1986503 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1987803.500000 Penalty: 4792.030762
	Iteration 14Q: 3 clusters Score -1987804 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1988230.750000 Penalty: 4792.030762
	Iteration 15Q: 3 clusters Score -1988231 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1988523.000000 Penalty: 4792.030762
	Iteration 16Q: 3 clusters Score -1988523 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1988711.875000 Penalty: 4792.030762
	Iteration 17Q: 3 clusters Score -1988712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1988783.375000 Penalty: 4792.030762
	Iteration 18Q: 3 clusters Score -1988783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1988809.125000 Penalty: 4792.030762
	Iteration 19Q: 3 clusters Score -1988809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1988823.375000 Penalty: 4792.030762
	Iteration 20F: 3 clusters Score -1988823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1988828.875000 Penalty: 4792.030762
	Iteration 21Q: 3 clusters Score -1988829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1988827.500000 Penalty: 4792.030762
	Iteration 22Q: 3 clusters Score -1988828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1988823.375000 Penalty: 4792.030762
	Iteration 23Q: 3 clusters Score -1988823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1988823.375000 Penalty: 4792.030762
	Iteration 24F: 3 clusters Score -1988823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 45090 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 5505 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 2421 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 87720 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 52110 members 
Mstep: Class 31 contains 2715 members 
Mstep: Class 32 contains 4553 members 
Mstep: Class 33 contains 10194 members 
Entering Unmasked Estep 
Score: -111187528.000000 Penalty: 112043.554688
Splitting cluster 18 changes total score from -111098704.000000 to -111187528.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (9208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Entering Unmasked Estep 
Score: -1121953.750000 Penalty: 2263.701172
	Iteration 0F: 2 clusters Score -1121954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1114821.000000 Penalty: 4527.402344
	Iteration 0F: 3 clusters Score -1114821 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1117067.250000 Penalty: 4527.402344
	Iteration 1F: 3 clusters Score -1117067 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1117549.625000 Penalty: 4527.402344
	Iteration 2F: 3 clusters Score -1117550 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1118007.750000 Penalty: 4527.402344
	Iteration 3F: 3 clusters Score -1118008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1118427.125000 Penalty: 4527.402344
	Iteration 4F: 3 clusters Score -1118427 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1118858.875000 Penalty: 4527.402344
	Iteration 5F: 3 clusters Score -1118859 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1119216.750000 Penalty: 4527.402344
	Iteration 6F: 3 clusters Score -1119217 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1119546.750000 Penalty: 4527.402344
	Iteration 7Q: 3 clusters Score -1119547 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1119773.375000 Penalty: 4527.402344
	Iteration 8Q: 3 clusters Score -1119773 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1119963.625000 Penalty: 4527.402344
	Iteration 9Q: 3 clusters Score -1119964 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1120101.000000 Penalty: 4527.402344
	Iteration 10Q: 3 clusters Score -1120101 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1120198.875000 Penalty: 4527.402344
	Iteration 11Q: 3 clusters Score -1120199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1120267.625000 Penalty: 4527.402344
	Iteration 12Q: 3 clusters Score -1120268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1120317.750000 Penalty: 4527.402344
	Iteration 13Q: 3 clusters Score -1120318 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1120363.250000 Penalty: 4527.402344
	Iteration 14Q: 3 clusters Score -1120363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1120403.750000 Penalty: 4527.402344
	Iteration 15Q: 3 clusters Score -1120404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1120445.375000 Penalty: 4527.402344
	Iteration 16Q: 3 clusters Score -1120445 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1120497.750000 Penalty: 4527.402344
	Iteration 17Q: 3 clusters Score -1120498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1120541.000000 Penalty: 4527.402344
	Iteration 18Q: 3 clusters Score -1120541 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1120574.375000 Penalty: 4527.402344
	Iteration 19Q: 3 clusters Score -1120574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1120610.500000 Penalty: 4527.402344
	Iteration 20F: 3 clusters Score -1120610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1120643.000000 Penalty: 4527.402344
	Iteration 21Q: 3 clusters Score -1120643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1120670.125000 Penalty: 4527.402344
	Iteration 22Q: 3 clusters Score -1120670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1120689.250000 Penalty: 4527.402344
	Iteration 23Q: 3 clusters Score -1120689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1120705.625000 Penalty: 4527.402344
	Iteration 24Q: 3 clusters Score -1120706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1120727.250000 Penalty: 4527.402344
	Iteration 25Q: 3 clusters Score -1120727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1120747.625000 Penalty: 4527.402344
	Iteration 26Q: 3 clusters Score -1120748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1120759.250000 Penalty: 4527.402344
	Iteration 27Q: 3 clusters Score -1120759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1120770.375000 Penalty: 4527.402344
	Iteration 28Q: 3 clusters Score -1120770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1120786.250000 Penalty: 4527.402344
	Iteration 29Q: 3 clusters Score -1120786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1120808.625000 Penalty: 4527.402344
	Iteration 30Q: 3 clusters Score -1120809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1120856.375000 Penalty: 4527.402344
	Iteration 31Q: 3 clusters Score -1120856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1120912.875000 Penalty: 4527.402344
	Iteration 32Q: 3 clusters Score -1120913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1120945.875000 Penalty: 4527.402344
	Iteration 33Q: 3 clusters Score -1120946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1120964.625000 Penalty: 4527.402344
	Iteration 34Q: 3 clusters Score -1120965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1120978.375000 Penalty: 4527.402344
	Iteration 35Q: 3 clusters Score -1120978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1120991.250000 Penalty: 4527.402344
	Iteration 36Q: 3 clusters Score -1120991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1120994.875000 Penalty: 4527.402344
	Iteration 37Q: 3 clusters Score -1120995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1120998.250000 Penalty: 4527.402344
	Iteration 38Q: 3 clusters Score -1120998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1121004.125000 Penalty: 4527.402344
	Iteration 39Q: 3 clusters Score -1121004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1121006.875000 Penalty: 4527.402344
	Iteration 40F: 3 clusters Score -1121007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1121010.000000 Penalty: 4527.402344
	Iteration 41Q: 3 clusters Score -1121010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1121011.500000 Penalty: 4527.402344
	Iteration 42Q: 3 clusters Score -1121012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1121010.375000 Penalty: 4527.402344
	Iteration 43Q: 3 clusters Score -1121010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1121013.500000 Penalty: 4527.402344
	Iteration 44Q: 3 clusters Score -1121014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1121012.750000 Penalty: 4527.402344
	Iteration 45Q: 3 clusters Score -1121013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1121015.750000 Penalty: 4527.402344
	Iteration 46Q: 3 clusters Score -1121016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1121017.375000 Penalty: 4527.402344
	Iteration 47Q: 3 clusters Score -1121017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1121016.750000 Penalty: 4527.402344
	Iteration 48Q: 3 clusters Score -1121017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1121015.375000 Penalty: 4527.402344
	Iteration 49Q: 3 clusters Score -1121015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1121015.250000 Penalty: 4527.402344
	Iteration 50Q: 3 clusters Score -1121015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1121014.750000 Penalty: 4527.402344
	Iteration 51Q: 3 clusters Score -1121015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1121015.625000 Penalty: 4527.402344
	Iteration 52Q: 3 clusters Score -1121016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1121014.750000 Penalty: 4527.402344
	Iteration 53Q: 3 clusters Score -1121015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1121015.125000 Penalty: 4527.402344
	Iteration 54Q: 3 clusters Score -1121015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1121014.750000 Penalty: 4527.402344
	Iteration 55Q: 3 clusters Score -1121015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1121014.750000 Penalty: 4527.402344
	Iteration 56F: 3 clusters Score -1121015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Entering Unmasked Estep 
Score: -21166544.000000 Penalty: 2974.088379
	Iteration 0F: 2 clusters Score -2.116654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -21058414.000000 Penalty: 5948.176758
	Iteration 0F: 3 clusters Score -2.105841e+07 nChanged 77174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -21103418.000000 Penalty: 5948.176758
	Iteration 1F: 3 clusters Score -2.110342e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -21104436.000000 Penalty: 5948.176758
	Iteration 2Q: 3 clusters Score -2.110444e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -21105854.000000 Penalty: 5948.176758
	Iteration 3Q: 3 clusters Score -2.110585e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -21107466.000000 Penalty: 5948.176758
	Iteration 4Q: 3 clusters Score -2.110747e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -21109622.000000 Penalty: 5948.176758
	Iteration 5Q: 3 clusters Score -2.110962e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -21112316.000000 Penalty: 5948.176758
	Iteration 6Q: 3 clusters Score -2.111232e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95778 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -21115452.000000 Penalty: 5948.176758
	Iteration 7Q: 3 clusters Score -2.111545e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -21118936.000000 Penalty: 5948.176758
	Iteration 8Q: 3 clusters Score -2.111894e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -21122694.000000 Penalty: 5948.176758
	Iteration 9Q: 3 clusters Score -2.112269e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114445 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -21126892.000000 Penalty: 5948.176758
	Iteration 10F: 3 clusters Score -2.112689e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -21132386.000000 Penalty: 5948.176758
	Iteration 11F: 3 clusters Score -2.113239e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131664 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -21138980.000000 Penalty: 5948.176758
	Iteration 12F: 3 clusters Score -2.113898e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -21146180.000000 Penalty: 5948.176758
	Iteration 13F: 3 clusters Score -2.114618e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -21152722.000000 Penalty: 5948.176758
	Iteration 14Q: 3 clusters Score -2.115272e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152913 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -21157408.000000 Penalty: 5948.176758
	Iteration 15Q: 3 clusters Score -2.115741e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -21160236.000000 Penalty: 5948.176758
	Iteration 16Q: 3 clusters Score -2.116024e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21161862.000000 Penalty: 5948.176758
	Iteration 17Q: 3 clusters Score -2.116186e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21162892.000000 Penalty: 5948.176758
	Iteration 18Q: 3 clusters Score -2.116289e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160268 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21163288.000000 Penalty: 5948.176758
	Iteration 19Q: 3 clusters Score -2.116329e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160585 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21163534.000000 Penalty: 5948.176758
	Iteration 20F: 3 clusters Score -2.116353e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160751 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21163662.000000 Penalty: 5948.176758
	Iteration 21Q: 3 clusters Score -2.116366e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160851 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21163756.000000 Penalty: 5948.176758
	Iteration 22Q: 3 clusters Score -2.116376e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21163804.000000 Penalty: 5948.176758
	Iteration 23Q: 3 clusters Score -2.11638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21163868.000000 Penalty: 5948.176758
	Iteration 24Q: 3 clusters Score -2.116387e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21163882.000000 Penalty: 5948.176758
	Iteration 25Q: 3 clusters Score -2.116388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21163948.000000 Penalty: 5948.176758
	Iteration 26Q: 3 clusters Score -2.116395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161021 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21163970.000000 Penalty: 5948.176758
	Iteration 27Q: 3 clusters Score -2.116397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21163986.000000 Penalty: 5948.176758
	Iteration 28Q: 3 clusters Score -2.116399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21163998.000000 Penalty: 5948.176758
	Iteration 29Q: 3 clusters Score -2.1164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21164020.000000 Penalty: 5948.176758
	Iteration 30Q: 3 clusters Score -2.116402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21164016.000000 Penalty: 5948.176758
	Iteration 31Q: 3 clusters Score -2.116402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21164018.000000 Penalty: 5948.176758
	Iteration 32Q: 3 clusters Score -2.116402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21164010.000000 Penalty: 5948.176758
	Iteration 33Q: 3 clusters Score -2.116401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21163996.000000 Penalty: 5948.176758
	Iteration 34Q: 3 clusters Score -2.1164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21164010.000000 Penalty: 5948.176758
	Iteration 35Q: 3 clusters Score -2.116401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21164012.000000 Penalty: 5948.176758
	Iteration 36Q: 3 clusters Score -2.116401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161066 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21164024.000000 Penalty: 5948.176758
	Iteration 37Q: 3 clusters Score -2.116402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161066 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21164024.000000 Penalty: 5948.176758
	Iteration 38F: 3 clusters Score -2.116402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 62908 members 
Mstep: Class 7 contains 56984 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 124067 members 
Mstep: Class 16 contains 45090 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 5505 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 161505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206160.000000 Penalty: 112043.554688
Iteration 39Q: 34 clusters Score -1.112062e+08 nChanged 20270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 95571 members 
Mstep: Class 3 contains 19461 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 63192 members 
Mstep: Class 7 contains 56630 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 11916 members 
Mstep: Class 12 contains 22066 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 124877 members 
Mstep: Class 15 contains 7685 members 
Mstep: Class 16 contains 46453 members 
Mstep: Class 17 contains 8318 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 20 contains 162292 members 
Mstep: Class 21 contains 9863 members 
Mstep: Class 22 contains 23524 members 
Mstep: Class 23 contains 3486 members 
Mstep: Class 24 contains 5212 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 2422 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 84988 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 50903 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 4151 members 
Mstep: Class 33 contains 10024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225680.000000 Penalty: 112043.554688
Iteration 40F: 34 clusters Score -1.112257e+08 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 94992 members 
Mstep: Class 3 contains 19461 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 62737 members 
Mstep: Class 7 contains 56037 members 
Mstep: Class 8 contains 1010 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 13524 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 22566 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 123925 members 
Mstep: Class 15 contains 7814 members 
Mstep: Class 16 contains 45410 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 8995 members 
Mstep: Class 20 contains 162227 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 23454 members 
Mstep: Class 23 contains 3906 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 2795 members 
Mstep: Class 26 contains 2512 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 84392 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 50533 members 
Mstep: Class 31 contains 4186 members 
Mstep: Class 32 contains 4331 members 
Mstep: Class 33 contains 10190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232424.000000 Penalty: 112043.554688
Iteration 41Q: 34 clusters Score -1.112324e+08 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 94516 members 
Mstep: Class 3 contains 19472 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 62371 members 
Mstep: Class 7 contains 55518 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 22915 members 
Mstep: Class 13 contains 6883 members 
Mstep: Class 14 contains 123290 members 
Mstep: Class 15 contains 7894 members 
Mstep: Class 16 contains 45128 members 
Mstep: Class 17 contains 8316 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 8801 members 
Mstep: Class 20 contains 162317 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 4124 members 
Mstep: Class 24 contains 6024 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 2523 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 83828 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 50198 members 
Mstep: Class 31 contains 5000 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 10235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235816.000000 Penalty: 112043.554688
Iteration 42Q: 34 clusters Score -1.112358e+08 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 94107 members 
Mstep: Class 3 contains 19476 members 
Mstep: Class 4 contains 5393 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 62036 members 
Mstep: Class 7 contains 55058 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 23149 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 122740 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 44962 members 
Mstep: Class 17 contains 8345 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 162446 members 
Mstep: Class 21 contains 11034 members 
Mstep: Class 22 contains 23109 members 
Mstep: Class 23 contains 4275 members 
Mstep: Class 24 contains 6305 members 
Mstep: Class 25 contains 3106 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 83447 members 
Mstep: Class 29 contains 3408 members 
Mstep: Class 30 contains 49954 members 
Mstep: Class 31 contains 5656 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237968.000000 Penalty: 112043.554688
Iteration 43Q: 34 clusters Score -1.11238e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 93721 members 
Mstep: Class 3 contains 19481 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 61788 members 
Mstep: Class 7 contains 54628 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 11752 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 122317 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 44847 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 8553 members 
Mstep: Class 20 contains 162549 members 
Mstep: Class 21 contains 11246 members 
Mstep: Class 22 contains 22933 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3240 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 1910 members 
Mstep: Class 28 contains 83191 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 49755 members 
Mstep: Class 31 contains 6156 members 
Mstep: Class 32 contains 4391 members 
Mstep: Class 33 contains 10221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238936.000000 Penalty: 112043.554688
Iteration 44Q: 34 clusters Score -1.112389e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 93414 members 
Mstep: Class 3 contains 19484 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 61576 members 
Mstep: Class 7 contains 54239 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 11742 members 
Mstep: Class 12 contains 23458 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 121990 members 
Mstep: Class 15 contains 8054 members 
Mstep: Class 16 contains 44760 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 8420 members 
Mstep: Class 20 contains 162613 members 
Mstep: Class 21 contains 11419 members 
Mstep: Class 22 contains 22741 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 6718 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 1953 members 
Mstep: Class 28 contains 83042 members 
Mstep: Class 29 contains 3607 members 
Mstep: Class 30 contains 49582 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 10175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239712.000000 Penalty: 112043.554688
Iteration 45Q: 34 clusters Score -1.112397e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 93186 members 
Mstep: Class 3 contains 19488 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 6862 members 
Mstep: Class 6 contains 61415 members 
Mstep: Class 7 contains 53899 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 23570 members 
Mstep: Class 13 contains 9287 members 
Mstep: Class 14 contains 121754 members 
Mstep: Class 15 contains 8094 members 
Mstep: Class 16 contains 44661 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 8276 members 
Mstep: Class 20 contains 162643 members 
Mstep: Class 21 contains 11574 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 4651 members 
Mstep: Class 24 contains 6865 members 
Mstep: Class 25 contains 3473 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 1991 members 
Mstep: Class 28 contains 82929 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 49446 members 
Mstep: Class 31 contains 6808 members 
Mstep: Class 32 contains 4385 members 
Mstep: Class 33 contains 10116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240728.000000 Penalty: 112043.554688
Iteration 46Q: 34 clusters Score -1.112407e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 92987 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 61304 members 
Mstep: Class 7 contains 53601 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 11718 members 
Mstep: Class 12 contains 23649 members 
Mstep: Class 13 contains 9725 members 
Mstep: Class 14 contains 121536 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 44587 members 
Mstep: Class 17 contains 8415 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 8162 members 
Mstep: Class 20 contains 162705 members 
Mstep: Class 21 contains 11717 members 
Mstep: Class 22 contains 22413 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 6987 members 
Mstep: Class 25 contains 3576 members 
Mstep: Class 26 contains 2523 members 
Mstep: Class 27 contains 2010 members 
Mstep: Class 28 contains 82842 members 
Mstep: Class 29 contains 3715 members 
Mstep: Class 30 contains 49339 members 
Mstep: Class 31 contains 6998 members 
Mstep: Class 32 contains 4375 members 
Mstep: Class 33 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241136.000000 Penalty: 112043.554688
Iteration 47Q: 34 clusters Score -1.112411e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 92812 members 
Mstep: Class 3 contains 19496 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 61223 members 
Mstep: Class 7 contains 53354 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 2482 members 
Mstep: Class 10 contains 13685 members 
Mstep: Class 11 contains 11713 members 
Mstep: Class 12 contains 23708 members 
Mstep: Class 13 contains 10136 members 
Mstep: Class 14 contains 121360 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 44462 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 162730 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 22271 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 7073 members 
Mstep: Class 25 contains 3680 members 
Mstep: Class 26 contains 2523 members 
Mstep: Class 27 contains 2030 members 
Mstep: Class 28 contains 82811 members 
Mstep: Class 29 contains 3761 members 
Mstep: Class 30 contains 49237 members 
Mstep: Class 31 contains 7122 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241632.000000 Penalty: 112043.554688
Iteration 48Q: 34 clusters Score -1.112416e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 92655 members 
Mstep: Class 3 contains 19500 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 61177 members 
Mstep: Class 7 contains 53145 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 13724 members 
Mstep: Class 11 contains 11705 members 
Mstep: Class 12 contains 23747 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 121213 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 44363 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 20 contains 162752 members 
Mstep: Class 21 contains 12021 members 
Mstep: Class 22 contains 22145 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 2523 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 82785 members 
Mstep: Class 29 contains 3788 members 
Mstep: Class 30 contains 49139 members 
Mstep: Class 31 contains 7198 members 
Mstep: Class 32 contains 4378 members 
Mstep: Class 33 contains 10006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 112043.554688
Iteration 49Q: 34 clusters Score -1.112422e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 92543 members 
Mstep: Class 3 contains 19503 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 61127 members 
Mstep: Class 7 contains 52939 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 13787 members 
Mstep: Class 11 contains 11699 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 13 contains 10789 members 
Mstep: Class 14 contains 121086 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 44255 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 162749 members 
Mstep: Class 21 contains 12157 members 
Mstep: Class 22 contains 22024 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 7244 members 
Mstep: Class 25 contains 3846 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 82781 members 
Mstep: Class 29 contains 3820 members 
Mstep: Class 30 contains 49056 members 
Mstep: Class 31 contains 7243 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 9965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242536.000000 Penalty: 112043.554688
Iteration 50Q: 34 clusters Score -1.112425e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 92426 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 6960 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 52750 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 13864 members 
Mstep: Class 11 contains 11688 members 
Mstep: Class 12 contains 23830 members 
Mstep: Class 13 contains 11069 members 
Mstep: Class 14 contains 120970 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 44156 members 
Mstep: Class 17 contains 8449 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 7760 members 
Mstep: Class 20 contains 162743 members 
Mstep: Class 21 contains 12304 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 7306 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 82784 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 48992 members 
Mstep: Class 31 contains 7246 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 9933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242808.000000 Penalty: 112043.554688
Iteration 51Q: 34 clusters Score -1.112428e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 92344 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 5640 members 
Mstep: Class 5 contains 6965 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 52591 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 2589 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 12 contains 23850 members 
Mstep: Class 13 contains 11278 members 
Mstep: Class 14 contains 120828 members 
Mstep: Class 15 contains 8295 members 
Mstep: Class 16 contains 44033 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 162729 members 
Mstep: Class 21 contains 12481 members 
Mstep: Class 22 contains 21833 members 
Mstep: Class 23 contains 5112 members 
Mstep: Class 24 contains 7357 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 82820 members 
Mstep: Class 29 contains 3867 members 
Mstep: Class 30 contains 48923 members 
Mstep: Class 31 contains 7245 members 
Mstep: Class 32 contains 4381 members 
Mstep: Class 33 contains 9896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243352.000000 Penalty: 112043.554688
Iteration 52Q: 34 clusters Score -1.112434e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 92260 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 61057 members 
Mstep: Class 7 contains 52449 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 11681 members 
Mstep: Class 12 contains 23860 members 
Mstep: Class 13 contains 11490 members 
Mstep: Class 14 contains 120700 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 43884 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 162725 members 
Mstep: Class 21 contains 12659 members 
Mstep: Class 22 contains 21744 members 
Mstep: Class 23 contains 5172 members 
Mstep: Class 24 contains 7399 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 82868 members 
Mstep: Class 29 contains 3896 members 
Mstep: Class 30 contains 48854 members 
Mstep: Class 31 contains 7232 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 9862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243488.000000 Penalty: 112043.554688
Iteration 53Q: 34 clusters Score -1.112435e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 92187 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 6973 members 
Mstep: Class 6 contains 61043 members 
Mstep: Class 7 contains 52347 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 14021 members 
Mstep: Class 11 contains 11673 members 
Mstep: Class 12 contains 23879 members 
Mstep: Class 13 contains 11646 members 
Mstep: Class 14 contains 120557 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 43750 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 162716 members 
Mstep: Class 21 contains 12834 members 
Mstep: Class 22 contains 21676 members 
Mstep: Class 23 contains 5217 members 
Mstep: Class 24 contains 7442 members 
Mstep: Class 25 contains 4132 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2109 members 
Mstep: Class 28 contains 82920 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 48804 members 
Mstep: Class 31 contains 7208 members 
Mstep: Class 32 contains 4380 members 
Mstep: Class 33 contains 9831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243912.000000 Penalty: 112043.554688
Iteration 54Q: 34 clusters Score -1.112439e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 92118 members 
Mstep: Class 3 contains 19517 members 
Mstep: Class 4 contains 5682 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 61041 members 
Mstep: Class 7 contains 52263 members 
Mstep: Class 8 contains 1010 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 14040 members 
Mstep: Class 11 contains 11669 members 
Mstep: Class 12 contains 23901 members 
Mstep: Class 13 contains 11759 members 
Mstep: Class 14 contains 120427 members 
Mstep: Class 15 contains 8393 members 
Mstep: Class 16 contains 43661 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 5209 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 20 contains 162690 members 
Mstep: Class 21 contains 12985 members 
Mstep: Class 22 contains 21612 members 
Mstep: Class 23 contains 5262 members 
Mstep: Class 24 contains 7479 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 82989 members 
Mstep: Class 29 contains 3942 members 
Mstep: Class 30 contains 48762 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 4379 members 
Mstep: Class 33 contains 9811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244080.000000 Penalty: 112043.554688
Iteration 55Q: 34 clusters Score -1.112441e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 92052 members 
Mstep: Class 3 contains 19519 members 
Mstep: Class 4 contains 5693 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 6 contains 61029 members 
Mstep: Class 7 contains 52205 members 
Mstep: Class 8 contains 1010 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 14064 members 
Mstep: Class 11 contains 11664 members 
Mstep: Class 12 contains 23917 members 
Mstep: Class 13 contains 11846 members 
Mstep: Class 14 contains 120284 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 43588 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 162669 members 
Mstep: Class 21 contains 13126 members 
Mstep: Class 22 contains 21568 members 
Mstep: Class 23 contains 5299 members 
Mstep: Class 24 contains 7516 members 
Mstep: Class 25 contains 4213 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2129 members 
Mstep: Class 28 contains 83043 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 48734 members 
Mstep: Class 31 contains 7167 members 
Mstep: Class 32 contains 4378 members 
Mstep: Class 33 contains 9788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244448.000000 Penalty: 112043.554688
Iteration 56Q: 34 clusters Score -1.112444e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 91984 members 
Mstep: Class 3 contains 19521 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 61020 members 
Mstep: Class 7 contains 52172 members 
Mstep: Class 8 contains 1011 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 14093 members 
Mstep: Class 11 contains 11658 members 
Mstep: Class 12 contains 23931 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 120145 members 
Mstep: Class 15 contains 8473 members 
Mstep: Class 16 contains 43525 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 162643 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 7548 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 83108 members 
Mstep: Class 29 contains 3964 members 
Mstep: Class 30 contains 48707 members 
Mstep: Class 31 contains 7161 members 
Mstep: Class 32 contains 4380 members 
Mstep: Class 33 contains 9770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244560.000000 Penalty: 112043.554688
Iteration 57Q: 34 clusters Score -1.112446e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 91915 members 
Mstep: Class 3 contains 19524 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 61022 members 
Mstep: Class 7 contains 52141 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 11654 members 
Mstep: Class 12 contains 23932 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 119984 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 43506 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 7464 members 
Mstep: Class 20 contains 162625 members 
Mstep: Class 21 contains 13343 members 
Mstep: Class 22 contains 21509 members 
Mstep: Class 23 contains 5324 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 4251 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 83165 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 48682 members 
Mstep: Class 31 contains 7163 members 
Mstep: Class 32 contains 4379 members 
Mstep: Class 33 contains 9761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244552.000000 Penalty: 112043.554688
Iteration 58Q: 34 clusters Score -1.112446e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91863 members 
Mstep: Class 3 contains 19525 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 61026 members 
Mstep: Class 7 contains 52116 members 
Mstep: Class 8 contains 1014 members 
Mstep: Class 9 contains 2789 members 
Mstep: Class 10 contains 14123 members 
Mstep: Class 11 contains 11650 members 
Mstep: Class 12 contains 23939 members 
Mstep: Class 13 contains 11980 members 
Mstep: Class 14 contains 119844 members 
Mstep: Class 15 contains 8538 members 
Mstep: Class 16 contains 43488 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 162599 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 21484 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 7613 members 
Mstep: Class 25 contains 4267 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 83216 members 
Mstep: Class 29 contains 3992 members 
Mstep: Class 30 contains 48675 members 
Mstep: Class 31 contains 7153 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 9755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244664.000000 Penalty: 112043.554688
Iteration 59Q: 34 clusters Score -1.112447e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91829 members 
Mstep: Class 3 contains 19525 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 61029 members 
Mstep: Class 7 contains 52098 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 11646 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 119693 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 43481 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 162581 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 21461 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 7643 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 83275 members 
Mstep: Class 29 contains 3993 members 
Mstep: Class 30 contains 48662 members 
Mstep: Class 31 contains 7151 members 
Mstep: Class 32 contains 4371 members 
Mstep: Class 33 contains 9746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244864.000000 Penalty: 112043.554688
Iteration 60F: 34 clusters Score -1.112449e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91789 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 61023 members 
Mstep: Class 7 contains 52075 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 11646 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 119564 members 
Mstep: Class 15 contains 8587 members 
Mstep: Class 16 contains 43382 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 162557 members 
Mstep: Class 21 contains 13690 members 
Mstep: Class 22 contains 21440 members 
Mstep: Class 23 contains 5418 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 83321 members 
Mstep: Class 29 contains 4012 members 
Mstep: Class 30 contains 48646 members 
Mstep: Class 31 contains 7152 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 34 clusters Score -1.11245e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91742 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 61024 members 
Mstep: Class 7 contains 52059 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 11649 members 
Mstep: Class 12 contains 23949 members 
Mstep: Class 13 contains 12030 members 
Mstep: Class 14 contains 119435 members 
Mstep: Class 15 contains 8619 members 
Mstep: Class 16 contains 43288 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 5162 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 20 contains 162535 members 
Mstep: Class 21 contains 13776 members 
Mstep: Class 22 contains 21418 members 
Mstep: Class 23 contains 5492 members 
Mstep: Class 24 contains 7710 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 83394 members 
Mstep: Class 29 contains 4027 members 
Mstep: Class 30 contains 48625 members 
Mstep: Class 31 contains 7143 members 
Mstep: Class 32 contains 4367 members 
Mstep: Class 33 contains 9730 members 
Entering Unmasked Estep 
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Score: -111245032.000000 Penalty: 112043.554688
Iteration 62Q: 34 clusters Score -1.11245e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91704 members 
Mstep: Class 3 contains 19525 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 61026 members 
Mstep: Class 7 contains 52043 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 14154 members 
Mstep: Class 11 contains 11646 members 
Mstep: Class 12 contains 23955 members 
Mstep: Class 13 contains 12033 members 
Mstep: Class 14 contains 119328 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 43223 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 162529 members 
Mstep: Class 21 contains 13866 members 
Mstep: Class 22 contains 21385 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 4357 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 83437 members 
Mstep: Class 29 contains 4037 members 
Mstep: Class 30 contains 48599 members 
Mstep: Class 31 contains 7137 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 9727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245400.000000 Penalty: 112043.554688
Iteration 63Q: 34 clusters Score -1.112454e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91662 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 6992 members 
Mstep: Class 6 contains 61025 members 
Mstep: Class 7 contains 52034 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 14158 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 23964 members 
Mstep: Class 13 contains 12044 members 
Mstep: Class 14 contains 119214 members 
Mstep: Class 15 contains 8667 members 
Mstep: Class 16 contains 43185 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 162518 members 
Mstep: Class 21 contains 13931 members 
Mstep: Class 22 contains 21345 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 7772 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 83498 members 
Mstep: Class 29 contains 4056 members 
Mstep: Class 30 contains 48579 members 
Mstep: Class 31 contains 7116 members 
Mstep: Class 32 contains 4366 members 
Mstep: Class 33 contains 9720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245448.000000 Penalty: 112043.554688
Iteration 64Q: 34 clusters Score -1.112454e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 91633 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 6994 members 
Mstep: Class 6 contains 61014 members 
Mstep: Class 7 contains 52018 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 11644 members 
Mstep: Class 12 contains 23970 members 
Mstep: Class 13 contains 12055 members 
Mstep: Class 14 contains 119096 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 43144 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 162513 members 
Mstep: Class 21 contains 13975 members 
Mstep: Class 22 contains 21312 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 7814 members 
Mstep: Class 25 contains 4380 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 83542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 48564 members 
Mstep: Class 31 contains 7137 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 9717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245480.000000 Penalty: 112043.554688
Iteration 65Q: 34 clusters Score -1.112455e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 91604 members 
Mstep: Class 3 contains 19528 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 6996 members 
Mstep: Class 6 contains 61014 members 
Mstep: Class 7 contains 52012 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 23977 members 
Mstep: Class 13 contains 12050 members 
Mstep: Class 14 contains 118993 members 
Mstep: Class 15 contains 8700 members 
Mstep: Class 16 contains 43089 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 162509 members 
Mstep: Class 21 contains 14013 members 
Mstep: Class 22 contains 21269 members 
Mstep: Class 23 contains 5750 members 
Mstep: Class 24 contains 7858 members 
Mstep: Class 25 contains 4381 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 83559 members 
Mstep: Class 29 contains 4078 members 
Mstep: Class 30 contains 48555 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 9716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245632.000000 Penalty: 112043.554688
Iteration 66Q: 34 clusters Score -1.112456e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91575 members 
Mstep: Class 3 contains 19531 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 61009 members 
Mstep: Class 7 contains 52005 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 14169 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 23976 members 
Mstep: Class 13 contains 12053 members 
Mstep: Class 14 contains 118884 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 43047 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 162503 members 
Mstep: Class 21 contains 14019 members 
Mstep: Class 22 contains 21244 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 7911 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 83592 members 
Mstep: Class 29 contains 4092 members 
Mstep: Class 30 contains 48543 members 
Mstep: Class 31 contains 7216 members 
Mstep: Class 32 contains 4365 members 
Mstep: Class 33 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245824.000000 Penalty: 112043.554688
Iteration 67Q: 34 clusters Score -1.112458e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91543 members 
Mstep: Class 3 contains 19533 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 61012 members 
Mstep: Class 7 contains 52004 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 14166 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 23984 members 
Mstep: Class 13 contains 12059 members 
Mstep: Class 14 contains 118785 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 43029 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 162499 members 
Mstep: Class 21 contains 14003 members 
Mstep: Class 22 contains 21212 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 7961 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 83609 members 
Mstep: Class 29 contains 4112 members 
Mstep: Class 30 contains 48523 members 
Mstep: Class 31 contains 7256 members 
Mstep: Class 32 contains 4363 members 
Mstep: Class 33 contains 9706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245968.000000 Penalty: 112043.554688
Iteration 68Q: 34 clusters Score -1.11246e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91521 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 61000 members 
Mstep: Class 7 contains 52001 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 14166 members 
Mstep: Class 11 contains 11646 members 
Mstep: Class 12 contains 23987 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 118679 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 16 contains 43000 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 162504 members 
Mstep: Class 21 contains 14006 members 
Mstep: Class 22 contains 21195 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 8016 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 83632 members 
Mstep: Class 29 contains 4128 members 
Mstep: Class 30 contains 48494 members 
Mstep: Class 31 contains 7290 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246168.000000 Penalty: 112043.554688
Iteration 69Q: 34 clusters Score -1.112462e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91489 members 
Mstep: Class 3 contains 19538 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 6 contains 60997 members 
Mstep: Class 7 contains 51992 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 14164 members 
Mstep: Class 11 contains 11644 members 
Mstep: Class 12 contains 23982 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 118608 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 42973 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 162491 members 
Mstep: Class 21 contains 14007 members 
Mstep: Class 22 contains 21174 members 
Mstep: Class 23 contains 6004 members 
Mstep: Class 24 contains 8065 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 83638 members 
Mstep: Class 29 contains 4154 members 
Mstep: Class 30 contains 48469 members 
Mstep: Class 31 contains 7319 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 9693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246296.000000 Penalty: 112043.554688
Iteration 70Q: 34 clusters Score -1.112463e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91458 members 
Mstep: Class 3 contains 19539 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 61004 members 
Mstep: Class 7 contains 51981 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 11644 members 
Mstep: Class 12 contains 23981 members 
Mstep: Class 13 contains 12110 members 
Mstep: Class 14 contains 118541 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 42946 members 
Mstep: Class 17 contains 8429 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 7313 members 
Mstep: Class 20 contains 162492 members 
Mstep: Class 21 contains 13999 members 
Mstep: Class 22 contains 21162 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 8102 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 83635 members 
Mstep: Class 29 contains 4165 members 
Mstep: Class 30 contains 48446 members 
Mstep: Class 31 contains 7362 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 9686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246440.000000 Penalty: 112043.554688
Iteration 71Q: 34 clusters Score -1.112464e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91437 members 
Mstep: Class 3 contains 19539 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 7003 members 
Mstep: Class 6 contains 61015 members 
Mstep: Class 7 contains 51974 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 14161 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 23989 members 
Mstep: Class 13 contains 12114 members 
Mstep: Class 14 contains 118481 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 16 contains 42934 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 7304 members 
Mstep: Class 20 contains 162482 members 
Mstep: Class 21 contains 13969 members 
Mstep: Class 22 contains 21142 members 
Mstep: Class 23 contains 6133 members 
Mstep: Class 24 contains 8139 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 83641 members 
Mstep: Class 29 contains 4176 members 
Mstep: Class 30 contains 48431 members 
Mstep: Class 31 contains 7385 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 9681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246488.000000 Penalty: 112043.554688
Iteration 72Q: 34 clusters Score -1.112465e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 91411 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 61020 members 
Mstep: Class 7 contains 51972 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 14151 members 
Mstep: Class 11 contains 11642 members 
Mstep: Class 12 contains 23994 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 118415 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 42936 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 162488 members 
Mstep: Class 21 contains 13940 members 
Mstep: Class 22 contains 21116 members 
Mstep: Class 23 contains 6211 members 
Mstep: Class 24 contains 8173 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 2526 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 83649 members 
Mstep: Class 29 contains 4188 members 
Mstep: Class 30 contains 48415 members 
Mstep: Class 31 contains 7409 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246528.000000 Penalty: 112043.554688
Iteration 73Q: 34 clusters Score -1.112465e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 91390 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 61038 members 
Mstep: Class 7 contains 51973 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 14148 members 
Mstep: Class 11 contains 11639 members 
Mstep: Class 12 contains 24001 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 118350 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 42944 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 162497 members 
Mstep: Class 21 contains 13894 members 
Mstep: Class 22 contains 21093 members 
Mstep: Class 23 contains 6289 members 
Mstep: Class 24 contains 8199 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 83661 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48399 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246728.000000 Penalty: 112043.554688
Iteration 74Q: 34 clusters Score -1.112467e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 91372 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 61038 members 
Mstep: Class 7 contains 51971 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 14146 members 
Mstep: Class 11 contains 11639 members 
Mstep: Class 12 contains 24012 members 
Mstep: Class 13 contains 12128 members 
Mstep: Class 14 contains 118300 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 16 contains 42947 members 
Mstep: Class 17 contains 8420 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 162484 members 
Mstep: Class 21 contains 13873 members 
Mstep: Class 22 contains 21070 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 8222 members 
Mstep: Class 25 contains 4418 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 83667 members 
Mstep: Class 29 contains 4215 members 
Mstep: Class 30 contains 48380 members 
Mstep: Class 31 contains 7445 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 9670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246544.000000 Penalty: 112043.554688
Iteration 75Q: 34 clusters Score -1.112465e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 91352 members 
Mstep: Class 3 contains 19541 members 
Mstep: Class 4 contains 5746 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 51968 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 11639 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 12130 members 
Mstep: Class 14 contains 118262 members 
Mstep: Class 15 contains 8750 members 
Mstep: Class 16 contains 42948 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 162493 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 21048 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 8233 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 83675 members 
Mstep: Class 29 contains 4211 members 
Mstep: Class 30 contains 48354 members 
Mstep: Class 31 contains 7456 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 9667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246504.000000 Penalty: 112043.554688
Iteration 76Q: 34 clusters Score -1.112465e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 91329 members 
Mstep: Class 3 contains 19542 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 61060 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 11637 members 
Mstep: Class 12 contains 24025 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 118237 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 42929 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7255 members 
Mstep: Class 20 contains 162496 members 
Mstep: Class 21 contains 13824 members 
Mstep: Class 22 contains 21033 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 8249 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 83691 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 48316 members 
Mstep: Class 31 contains 7465 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246632.000000 Penalty: 112043.554688
Iteration 77Q: 34 clusters Score -1.112466e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 91304 members 
Mstep: Class 3 contains 19544 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 61076 members 
Mstep: Class 7 contains 51968 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 14141 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24049 members 
Mstep: Class 13 contains 12141 members 
Mstep: Class 14 contains 118213 members 
Mstep: Class 15 contains 8759 members 
Mstep: Class 16 contains 42904 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 162500 members 
Mstep: Class 21 contains 13801 members 
Mstep: Class 22 contains 21022 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 8263 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 83701 members 
Mstep: Class 29 contains 4201 members 
Mstep: Class 30 contains 48288 members 
Mstep: Class 31 contains 7469 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 9662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246704.000000 Penalty: 112043.554688
Iteration 78Q: 34 clusters Score -1.112467e+08 nChanged 501
Entering ConstructFrom: 
Score: -111246704.000000 Penalty: 112043.554688
Entering ConstructFrom: 
Trying to split cluster 1 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -1288382.000000 Penalty: 2290.650879
	Iteration 0F: 2 clusters Score -1288382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1280603.750000 Penalty: 4581.301758
	Iteration 0F: 3 clusters Score -1280604 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1282818.875000 Penalty: 4581.301758
	Iteration 1F: 3 clusters Score -1282819 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1283167.500000 Penalty: 4581.301758
	Iteration 2F: 3 clusters Score -1283168 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1283520.375000 Penalty: 4581.301758
	Iteration 3F: 3 clusters Score -1283520 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1283981.000000 Penalty: 4581.301758
	Iteration 4F: 3 clusters Score -1283981 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1284686.000000 Penalty: 4581.301758
	Iteration 5F: 3 clusters Score -1284686 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1285509.375000 Penalty: 4581.301758
	Iteration 6F: 3 clusters Score -1285509 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1286248.500000 Penalty: 4581.301758
	Iteration 7F: 3 clusters Score -1286248 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1286718.250000 Penalty: 4581.301758
	Iteration 8F: 3 clusters Score -1286718 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1286983.500000 Penalty: 4581.301758
	Iteration 9Q: 3 clusters Score -1286984 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1287115.625000 Penalty: 4581.301758
	Iteration 10Q: 3 clusters Score -1287116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1287206.000000 Penalty: 4581.301758
	Iteration 11Q: 3 clusters Score -1287206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1287276.750000 Penalty: 4581.301758
	Iteration 12Q: 3 clusters Score -1287277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1287354.125000 Penalty: 4581.301758
	Iteration 13Q: 3 clusters Score -1287354 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1287455.000000 Penalty: 4581.301758
	Iteration 14Q: 3 clusters Score -1287455 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1287553.625000 Penalty: 4581.301758
	Iteration 15Q: 3 clusters Score -1287554 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1287667.000000 Penalty: 4581.301758
	Iteration 16Q: 3 clusters Score -1287667 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1287791.125000 Penalty: 4581.301758
	Iteration 17Q: 3 clusters Score -1287791 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1287949.125000 Penalty: 4581.301758
	Iteration 18Q: 3 clusters Score -1287949 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1288160.000000 Penalty: 4581.301758
	Iteration 19Q: 3 clusters Score -1288160 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1288385.500000 Penalty: 4581.301758
	Iteration 20F: 3 clusters Score -1288386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1288652.125000 Penalty: 4581.301758
	Iteration 21Q: 3 clusters Score -1288652 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1288835.625000 Penalty: 4581.301758
	Iteration 22Q: 3 clusters Score -1288836 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1288944.125000 Penalty: 4581.301758
	Iteration 23Q: 3 clusters Score -1288944 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1289018.000000 Penalty: 4581.301758
	Iteration 24Q: 3 clusters Score -1289018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1289072.125000 Penalty: 4581.301758
	Iteration 25Q: 3 clusters Score -1289072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1289113.500000 Penalty: 4581.301758
	Iteration 26Q: 3 clusters Score -1289114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1289144.125000 Penalty: 4581.301758
	Iteration 27Q: 3 clusters Score -1289144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1289169.500000 Penalty: 4581.301758
	Iteration 28Q: 3 clusters Score -1289170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1289192.875000 Penalty: 4581.301758
	Iteration 29Q: 3 clusters Score -1289193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1289209.875000 Penalty: 4581.301758
	Iteration 30Q: 3 clusters Score -1289210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1289230.000000 Penalty: 4581.301758
	Iteration 31Q: 3 clusters Score -1289230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1289257.625000 Penalty: 4581.301758
	Iteration 32Q: 3 clusters Score -1289258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1289275.125000 Penalty: 4581.301758
	Iteration 33Q: 3 clusters Score -1289275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1289293.625000 Penalty: 4581.301758
	Iteration 34Q: 3 clusters Score -1289294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1289325.000000 Penalty: 4581.301758
	Iteration 35Q: 3 clusters Score -1289325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1289358.125000 Penalty: 4581.301758
	Iteration 36Q: 3 clusters Score -1289358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1289384.375000 Penalty: 4581.301758
	Iteration 37Q: 3 clusters Score -1289384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1289406.625000 Penalty: 4581.301758
	Iteration 38Q: 3 clusters Score -1289407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1289433.750000 Penalty: 4581.301758
	Iteration 39Q: 3 clusters Score -1289434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1289461.750000 Penalty: 4581.301758
	Iteration 40F: 3 clusters Score -1289462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1289475.625000 Penalty: 4581.301758
	Iteration 41Q: 3 clusters Score -1289476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1289499.375000 Penalty: 4581.301758
	Iteration 42Q: 3 clusters Score -1289499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1289524.500000 Penalty: 4581.301758
	Iteration 43Q: 3 clusters Score -1289524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1289553.000000 Penalty: 4581.301758
	Iteration 44Q: 3 clusters Score -1289553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1289578.875000 Penalty: 4581.301758
	Iteration 45Q: 3 clusters Score -1289579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1289594.875000 Penalty: 4581.301758
	Iteration 46Q: 3 clusters Score -1289595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1289615.625000 Penalty: 4581.301758
	Iteration 47Q: 3 clusters Score -1289616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1289626.375000 Penalty: 4581.301758
	Iteration 48Q: 3 clusters Score -1289626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1289649.750000 Penalty: 4581.301758
	Iteration 49Q: 3 clusters Score -1289650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1289671.875000 Penalty: 4581.301758
	Iteration 50Q: 3 clusters Score -1289672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1289695.625000 Penalty: 4581.301758
	Iteration 51Q: 3 clusters Score -1289696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1289725.625000 Penalty: 4581.301758
	Iteration 52Q: 3 clusters Score -1289726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1289766.875000 Penalty: 4581.301758
	Iteration 53Q: 3 clusters Score -1289767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1289823.875000 Penalty: 4581.301758
	Iteration 54Q: 3 clusters Score -1289824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1289907.500000 Penalty: 4581.301758
	Iteration 55Q: 3 clusters Score -1289908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1290040.125000 Penalty: 4581.301758
	Iteration 56Q: 3 clusters Score -1290040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1290234.875000 Penalty: 4581.301758
	Iteration 57Q: 3 clusters Score -1290235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1290449.125000 Penalty: 4581.301758
	Iteration 58Q: 3 clusters Score -1290449 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1290716.125000 Penalty: 4581.301758
	Iteration 59Q: 3 clusters Score -1290716 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1291056.250000 Penalty: 4581.301758
	Iteration 60F: 3 clusters Score -1291056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1291281.875000 Penalty: 4581.301758
	Iteration 61Q: 3 clusters Score -1291282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1291386.250000 Penalty: 4581.301758
	Iteration 62Q: 3 clusters Score -1291386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1291425.375000 Penalty: 4581.301758
	Iteration 63Q: 3 clusters Score -1291425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1291435.750000 Penalty: 4581.301758
	Iteration 64Q: 3 clusters Score -1291436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1291443.250000 Penalty: 4581.301758
	Iteration 65Q: 3 clusters Score -1291443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1291446.250000 Penalty: 4581.301758
	Iteration 66Q: 3 clusters Score -1291446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1291446.625000 Penalty: 4581.301758
	Iteration 67Q: 3 clusters Score -1291447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1291446.625000 Penalty: 4581.301758
	Iteration 68F: 3 clusters Score -1291447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 19545 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 21003 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Entering Unmasked Estep 
Score: -111248536.000000 Penalty: 115438.812500
Splitting cluster 1 changes total score from -111246704.000000 to -111248536.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (91288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Entering Unmasked Estep 
Score: -11948853.000000 Penalty: 2832.600098
	Iteration 0F: 2 clusters Score -1.194885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -11887785.000000 Penalty: 5665.200195
	Iteration 0F: 3 clusters Score -1.188778e+07 nChanged 43158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -11912574.000000 Penalty: 5665.200195
	Iteration 1F: 3 clusters Score -1.191257e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -11913222.000000 Penalty: 5665.200195
	Iteration 2Q: 3 clusters Score -1.191322e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -11913957.000000 Penalty: 5665.200195
	Iteration 3Q: 3 clusters Score -1.191396e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -11914648.000000 Penalty: 5665.200195
	Iteration 4Q: 3 clusters Score -1.191465e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -11915612.000000 Penalty: 5665.200195
	Iteration 5Q: 3 clusters Score -1.191561e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -11916611.000000 Penalty: 5665.200195
	Iteration 6Q: 3 clusters Score -1.191661e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -11918040.000000 Penalty: 5665.200195
	Iteration 7Q: 3 clusters Score -1.191804e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -11920082.000000 Penalty: 5665.200195
	Iteration 8Q: 3 clusters Score -1.192008e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -11922439.000000 Penalty: 5665.200195
	Iteration 9F: 3 clusters Score -1.192244e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -11925012.000000 Penalty: 5665.200195
	Iteration 10F: 3 clusters Score -1.192501e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11927376.000000 Penalty: 5665.200195
	Iteration 11F: 3 clusters Score -1.192738e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -11929403.000000 Penalty: 5665.200195
	Iteration 12Q: 3 clusters Score -1.19294e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -11930983.000000 Penalty: 5665.200195
	Iteration 13Q: 3 clusters Score -1.193098e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -11932170.000000 Penalty: 5665.200195
	Iteration 14Q: 3 clusters Score -1.193217e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -11933092.000000 Penalty: 5665.200195
	Iteration 15Q: 3 clusters Score -1.193309e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -11933888.000000 Penalty: 5665.200195
	Iteration 16Q: 3 clusters Score -1.193389e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -11934903.000000 Penalty: 5665.200195
	Iteration 17Q: 3 clusters Score -1.19349e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -11935803.000000 Penalty: 5665.200195
	Iteration 18Q: 3 clusters Score -1.19358e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -11936824.000000 Penalty: 5665.200195
	Iteration 19Q: 3 clusters Score -1.193682e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -11938031.000000 Penalty: 5665.200195
	Iteration 20F: 3 clusters Score -1.193803e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -11939262.000000 Penalty: 5665.200195
	Iteration 21Q: 3 clusters Score -1.193926e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -11940392.000000 Penalty: 5665.200195
	Iteration 22Q: 3 clusters Score -1.194039e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -11941594.000000 Penalty: 5665.200195
	Iteration 23Q: 3 clusters Score -1.194159e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -11942705.000000 Penalty: 5665.200195
	Iteration 24Q: 3 clusters Score -1.19427e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -11943595.000000 Penalty: 5665.200195
	Iteration 25Q: 3 clusters Score -1.19436e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -11944386.000000 Penalty: 5665.200195
	Iteration 26Q: 3 clusters Score -1.194439e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -11944989.000000 Penalty: 5665.200195
	Iteration 27Q: 3 clusters Score -1.194499e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -11945486.000000 Penalty: 5665.200195
	Iteration 28Q: 3 clusters Score -1.194549e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -11945879.000000 Penalty: 5665.200195
	Iteration 29Q: 3 clusters Score -1.194588e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -11946195.000000 Penalty: 5665.200195
	Iteration 30Q: 3 clusters Score -1.19462e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -11946357.000000 Penalty: 5665.200195
	Iteration 31Q: 3 clusters Score -1.194636e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -11946489.000000 Penalty: 5665.200195
	Iteration 32Q: 3 clusters Score -1.194649e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -11946588.000000 Penalty: 5665.200195
	Iteration 33Q: 3 clusters Score -1.194659e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -11946619.000000 Penalty: 5665.200195
	Iteration 34Q: 3 clusters Score -1.194662e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -11946689.000000 Penalty: 5665.200195
	Iteration 35Q: 3 clusters Score -1.194669e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -11946713.000000 Penalty: 5665.200195
	Iteration 36Q: 3 clusters Score -1.194671e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -11946741.000000 Penalty: 5665.200195
	Iteration 37Q: 3 clusters Score -1.194674e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -11946766.000000 Penalty: 5665.200195
	Iteration 38Q: 3 clusters Score -1.194677e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -11946791.000000 Penalty: 5665.200195
	Iteration 39Q: 3 clusters Score -1.194679e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -11946795.000000 Penalty: 5665.200195
	Iteration 40F: 3 clusters Score -1.19468e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -11946804.000000 Penalty: 5665.200195
	Iteration 41Q: 3 clusters Score -1.19468e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -11946824.000000 Penalty: 5665.200195
	Iteration 42Q: 3 clusters Score -1.194682e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -11946826.000000 Penalty: 5665.200195
	Iteration 43Q: 3 clusters Score -1.194683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -11946826.000000 Penalty: 5665.200195
	Iteration 44Q: 3 clusters Score -1.194683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -11946839.000000 Penalty: 5665.200195
	Iteration 45Q: 3 clusters Score -1.194684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -11946867.000000 Penalty: 5665.200195
	Iteration 46Q: 3 clusters Score -1.194687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -11946877.000000 Penalty: 5665.200195
	Iteration 47Q: 3 clusters Score -1.194688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -11946877.000000 Penalty: 5665.200195
	Iteration 48Q: 3 clusters Score -1.194688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -11946883.000000 Penalty: 5665.200195
	Iteration 49Q: 3 clusters Score -1.194688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -11946893.000000 Penalty: 5665.200195
	Iteration 50Q: 3 clusters Score -1.194689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -11946885.000000 Penalty: 5665.200195
	Iteration 51Q: 3 clusters Score -1.194688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -11946897.000000 Penalty: 5665.200195
	Iteration 52Q: 3 clusters Score -1.19469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -11946904.000000 Penalty: 5665.200195
	Iteration 53Q: 3 clusters Score -1.19469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -11946907.000000 Penalty: 5665.200195
	Iteration 54Q: 3 clusters Score -1.194691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -11946917.000000 Penalty: 5665.200195
	Iteration 55Q: 3 clusters Score -1.194692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -11946931.000000 Penalty: 5665.200195
	Iteration 56Q: 3 clusters Score -1.194693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -11946941.000000 Penalty: 5665.200195
	Iteration 57Q: 3 clusters Score -1.194694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -11946951.000000 Penalty: 5665.200195
	Iteration 58Q: 3 clusters Score -1.194695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11946957.000000 Penalty: 5665.200195
	Iteration 59Q: 3 clusters Score -1.194696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -11946949.000000 Penalty: 5665.200195
	Iteration 60F: 3 clusters Score -1.194695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -11946966.000000 Penalty: 5665.200195
	Iteration 61Q: 3 clusters Score -1.194697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -11946960.000000 Penalty: 5665.200195
	Iteration 62Q: 3 clusters Score -1.194696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11946956.000000 Penalty: 5665.200195
	Iteration 63Q: 3 clusters Score -1.194696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -11946961.000000 Penalty: 5665.200195
	Iteration 64Q: 3 clusters Score -1.194696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -11946969.000000 Penalty: 5665.200195
	Iteration 65Q: 3 clusters Score -1.194697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -11946970.000000 Penalty: 5665.200195
	Iteration 66Q: 3 clusters Score -1.194697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -11946973.000000 Penalty: 5665.200195
	Iteration 67Q: 3 clusters Score -1.194697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -11946972.000000 Penalty: 5665.200195
	Iteration 68Q: 3 clusters Score -1.194697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -11946973.000000 Penalty: 5665.200195
	Iteration 69Q: 3 clusters Score -1.194697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -11946955.000000 Penalty: 5665.200195
	Iteration 70Q: 3 clusters Score -1.194696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -11946971.000000 Penalty: 5665.200195
	Iteration 71Q: 3 clusters Score -1.194697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -11946977.000000 Penalty: 5665.200195
	Iteration 72Q: 3 clusters Score -1.194698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -11946976.000000 Penalty: 5665.200195
	Iteration 73Q: 3 clusters Score -1.194698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -11946978.000000 Penalty: 5665.200195
	Iteration 74Q: 3 clusters Score -1.194698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -11946976.000000 Penalty: 5665.200195
	Iteration 75Q: 3 clusters Score -1.194698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -11946971.000000 Penalty: 5665.200195
	Iteration 76Q: 3 clusters Score -1.194697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -11946975.000000 Penalty: 5665.200195
	Iteration 77Q: 3 clusters Score -1.194698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -11946980.000000 Penalty: 5665.200195
	Iteration 78Q: 3 clusters Score -1.194698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -11946992.000000 Penalty: 5665.200195
	Iteration 79Q: 3 clusters Score -1.194699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -11946982.000000 Penalty: 5665.200195
	Iteration 80F: 3 clusters Score -1.194698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -11946988.000000 Penalty: 5665.200195
	Iteration 81Q: 3 clusters Score -1.194699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -11946994.000000 Penalty: 5665.200195
	Iteration 82Q: 3 clusters Score -1.194699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -11946996.000000 Penalty: 5665.200195
	Iteration 83Q: 3 clusters Score -1.1947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -11947002.000000 Penalty: 5665.200195
	Iteration 84Q: 3 clusters Score -1.1947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 88918 members 
Entering Unmasked Estep 
Score: -11947002.000000 Penalty: 5665.200195
	Iteration 85Q: 3 clusters Score -1.1947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -11946999.000000 Penalty: 5665.200195
	Iteration 86Q: 3 clusters Score -1.1947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -11947001.000000 Penalty: 5665.200195
	Iteration 87Q: 3 clusters Score -1.1947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -11947005.000000 Penalty: 5665.200195
	Iteration 88Q: 3 clusters Score -1.1947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -11946995.000000 Penalty: 5665.200195
	Iteration 89Q: 3 clusters Score -1.1947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11947002.000000 Penalty: 5665.200195
	Iteration 90Q: 3 clusters Score -1.1947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -11946995.000000 Penalty: 5665.200195
	Iteration 91Q: 3 clusters Score -1.1947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -11947002.000000 Penalty: 5665.200195
	Iteration 92Q: 3 clusters Score -1.1947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -11946998.000000 Penalty: 5665.200195
	Iteration 93Q: 3 clusters Score -1.1947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11947001.000000 Penalty: 5665.200195
	Iteration 94Q: 3 clusters Score -1.1947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11947001.000000 Penalty: 5665.200195
	Iteration 95F: 3 clusters Score -1.1947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Entering Unmasked Estep 
Score: -2331142.250000 Penalty: 2450.357910
	Iteration 0F: 2 clusters Score -2331142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2317528.500000 Penalty: 4900.715820
	Iteration 0F: 3 clusters Score -2317528 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2323254.500000 Penalty: 4900.715820
	Iteration 1F: 3 clusters Score -2323254 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2325178.250000 Penalty: 4900.715820
	Iteration 2F: 3 clusters Score -2325178 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2327422.000000 Penalty: 4900.715820
	Iteration 3F: 3 clusters Score -2327422 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2329344.250000 Penalty: 4900.715820
	Iteration 4F: 3 clusters Score -2329344 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2330691.500000 Penalty: 4900.715820
	Iteration 5F: 3 clusters Score -2330692 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2331508.250000 Penalty: 4900.715820
	Iteration 6F: 3 clusters Score -2331508 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2331998.250000 Penalty: 4900.715820
	Iteration 7Q: 3 clusters Score -2331998 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2332322.250000 Penalty: 4900.715820
	Iteration 8Q: 3 clusters Score -2332322 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2332565.000000 Penalty: 4900.715820
	Iteration 9Q: 3 clusters Score -2332565 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2332814.750000 Penalty: 4900.715820
	Iteration 10Q: 3 clusters Score -2332815 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2333081.750000 Penalty: 4900.715820
	Iteration 11Q: 3 clusters Score -2333082 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2333323.500000 Penalty: 4900.715820
	Iteration 12Q: 3 clusters Score -2333324 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2333541.000000 Penalty: 4900.715820
	Iteration 13Q: 3 clusters Score -2333541 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2333734.500000 Penalty: 4900.715820
	Iteration 14Q: 3 clusters Score -2333734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2333892.250000 Penalty: 4900.715820
	Iteration 15Q: 3 clusters Score -2333892 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2334038.500000 Penalty: 4900.715820
	Iteration 16Q: 3 clusters Score -2334038 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2334227.000000 Penalty: 4900.715820
	Iteration 17Q: 3 clusters Score -2334227 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2334383.500000 Penalty: 4900.715820
	Iteration 18Q: 3 clusters Score -2334384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2334583.500000 Penalty: 4900.715820
	Iteration 19Q: 3 clusters Score -2334584 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2334767.750000 Penalty: 4900.715820
	Iteration 20F: 3 clusters Score -2334768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2334927.500000 Penalty: 4900.715820
	Iteration 21Q: 3 clusters Score -2334928 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2335068.750000 Penalty: 4900.715820
	Iteration 22Q: 3 clusters Score -2335069 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2335169.750000 Penalty: 4900.715820
	Iteration 23Q: 3 clusters Score -2335170 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2335263.500000 Penalty: 4900.715820
	Iteration 24Q: 3 clusters Score -2335264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2335327.250000 Penalty: 4900.715820
	Iteration 25Q: 3 clusters Score -2335327 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2335397.500000 Penalty: 4900.715820
	Iteration 26Q: 3 clusters Score -2335398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2335442.250000 Penalty: 4900.715820
	Iteration 27Q: 3 clusters Score -2335442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2335491.500000 Penalty: 4900.715820
	Iteration 28Q: 3 clusters Score -2335492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2335522.750000 Penalty: 4900.715820
	Iteration 29Q: 3 clusters Score -2335523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2335555.000000 Penalty: 4900.715820
	Iteration 30Q: 3 clusters Score -2335555 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2335576.000000 Penalty: 4900.715820
	Iteration 31Q: 3 clusters Score -2335576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2335593.250000 Penalty: 4900.715820
	Iteration 32Q: 3 clusters Score -2335593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2335623.750000 Penalty: 4900.715820
	Iteration 33Q: 3 clusters Score -2335624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2335642.250000 Penalty: 4900.715820
	Iteration 34Q: 3 clusters Score -2335642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2335672.000000 Penalty: 4900.715820
	Iteration 35Q: 3 clusters Score -2335672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2335677.250000 Penalty: 4900.715820
	Iteration 36Q: 3 clusters Score -2335677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2335680.750000 Penalty: 4900.715820
	Iteration 37Q: 3 clusters Score -2335681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2335702.500000 Penalty: 4900.715820
	Iteration 38Q: 3 clusters Score -2335702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2335702.500000 Penalty: 4900.715820
	Iteration 39Q: 3 clusters Score -2335702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2335706.250000 Penalty: 4900.715820
	Iteration 40F: 3 clusters Score -2335706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2335716.750000 Penalty: 4900.715820
	Iteration 41Q: 3 clusters Score -2335717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2335730.750000 Penalty: 4900.715820
	Iteration 42Q: 3 clusters Score -2335731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2335732.500000 Penalty: 4900.715820
	Iteration 43Q: 3 clusters Score -2335732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2335741.000000 Penalty: 4900.715820
	Iteration 44Q: 3 clusters Score -2335741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2335742.000000 Penalty: 4900.715820
	Iteration 45Q: 3 clusters Score -2335742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2335748.250000 Penalty: 4900.715820
	Iteration 46Q: 3 clusters Score -2335748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2335745.000000 Penalty: 4900.715820
	Iteration 47Q: 3 clusters Score -2335745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2335744.250000 Penalty: 4900.715820
	Iteration 48Q: 3 clusters Score -2335744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2335740.250000 Penalty: 4900.715820
	Iteration 49Q: 3 clusters Score -2335740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2335741.750000 Penalty: 4900.715820
	Iteration 50Q: 3 clusters Score -2335742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2335740.250000 Penalty: 4900.715820
	Iteration 51Q: 3 clusters Score -2335740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2335738.250000 Penalty: 4900.715820
	Iteration 52Q: 3 clusters Score -2335738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2335738.000000 Penalty: 4900.715820
	Iteration 53Q: 3 clusters Score -2335738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2335738.750000 Penalty: 4900.715820
	Iteration 54Q: 3 clusters Score -2335739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2335737.750000 Penalty: 4900.715820
	Iteration 55Q: 3 clusters Score -2335738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2335739.500000 Penalty: 4900.715820
	Iteration 56Q: 3 clusters Score -2335740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2335739.500000 Penalty: 4900.715820
	Iteration 57F: 3 clusters Score -2335740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 21003 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Entering Unmasked Estep 
Score: -111252472.000000 Penalty: 118834.070312
Splitting cluster 3 changes total score from -111246704.000000 to -111252472.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 4 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -745817.687500 Penalty: 2146.579590
	Iteration 0F: 2 clusters Score -745817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -740824.312500 Penalty: 4293.159180
	Iteration 0F: 3 clusters Score -740824.3 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -742110.500000 Penalty: 4293.159180
	Iteration 1F: 3 clusters Score -742110.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -742386.312500 Penalty: 4293.159180
	Iteration 2F: 3 clusters Score -742386.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -742574.500000 Penalty: 4293.159180
	Iteration 3F: 3 clusters Score -742574.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -742726.312500 Penalty: 4293.159180
	Iteration 4Q: 3 clusters Score -742726.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -742844.062500 Penalty: 4293.159180
	Iteration 5Q: 3 clusters Score -742844.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -742921.562500 Penalty: 4293.159180
	Iteration 6Q: 3 clusters Score -742921.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -742997.875000 Penalty: 4293.159180
	Iteration 7Q: 3 clusters Score -742997.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -743065.062500 Penalty: 4293.159180
	Iteration 8Q: 3 clusters Score -743065.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -743119.312500 Penalty: 4293.159180
	Iteration 9Q: 3 clusters Score -743119.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -743165.125000 Penalty: 4293.159180
	Iteration 10Q: 3 clusters Score -743165.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -743206.000000 Penalty: 4293.159180
	Iteration 11Q: 3 clusters Score -743206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -743246.250000 Penalty: 4293.159180
	Iteration 12Q: 3 clusters Score -743246.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -743285.250000 Penalty: 4293.159180
	Iteration 13Q: 3 clusters Score -743285.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -743324.812500 Penalty: 4293.159180
	Iteration 14Q: 3 clusters Score -743324.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -743357.187500 Penalty: 4293.159180
	Iteration 15Q: 3 clusters Score -743357.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -743388.375000 Penalty: 4293.159180
	Iteration 16Q: 3 clusters Score -743388.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -743415.375000 Penalty: 4293.159180
	Iteration 17Q: 3 clusters Score -743415.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -743432.625000 Penalty: 4293.159180
	Iteration 18Q: 3 clusters Score -743432.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -743444.250000 Penalty: 4293.159180
	Iteration 19Q: 3 clusters Score -743444.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -743459.562500 Penalty: 4293.159180
	Iteration 20F: 3 clusters Score -743459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -743469.812500 Penalty: 4293.159180
	Iteration 21Q: 3 clusters Score -743469.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -743476.312500 Penalty: 4293.159180
	Iteration 22Q: 3 clusters Score -743476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -743480.312500 Penalty: 4293.159180
	Iteration 23Q: 3 clusters Score -743480.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -743484.312500 Penalty: 4293.159180
	Iteration 24Q: 3 clusters Score -743484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -743488.000000 Penalty: 4293.159180
	Iteration 25Q: 3 clusters Score -743488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -743489.812500 Penalty: 4293.159180
	Iteration 26Q: 3 clusters Score -743489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -743489.750000 Penalty: 4293.159180
	Iteration 27Q: 3 clusters Score -743489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -743490.375000 Penalty: 4293.159180
	Iteration 28Q: 3 clusters Score -743490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -743492.500000 Penalty: 4293.159180
	Iteration 29Q: 3 clusters Score -743492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -743493.375000 Penalty: 4293.159180
	Iteration 30Q: 3 clusters Score -743493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -743495.562500 Penalty: 4293.159180
	Iteration 31Q: 3 clusters Score -743495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -743496.000000 Penalty: 4293.159180
	Iteration 32Q: 3 clusters Score -743496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -743495.812500 Penalty: 4293.159180
	Iteration 33Q: 3 clusters Score -743495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -743498.937500 Penalty: 4293.159180
	Iteration 34Q: 3 clusters Score -743498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -743498.187500 Penalty: 4293.159180
	Iteration 35Q: 3 clusters Score -743498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -743497.625000 Penalty: 4293.159180
	Iteration 36Q: 3 clusters Score -743497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -743497.375000 Penalty: 4293.159180
	Iteration 37Q: 3 clusters Score -743497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -743498.750000 Penalty: 4293.159180
	Iteration 38Q: 3 clusters Score -743498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -743500.687500 Penalty: 4293.159180
	Iteration 39Q: 3 clusters Score -743500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -743501.062500 Penalty: 4293.159180
	Iteration 40F: 3 clusters Score -743501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -743501.375000 Penalty: 4293.159180
	Iteration 41Q: 3 clusters Score -743501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -743503.125000 Penalty: 4293.159180
	Iteration 42Q: 3 clusters Score -743503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -743506.937500 Penalty: 4293.159180
	Iteration 43Q: 3 clusters Score -743506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -743508.500000 Penalty: 4293.159180
	Iteration 44Q: 3 clusters Score -743508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -743508.000000 Penalty: 4293.159180
	Iteration 45Q: 3 clusters Score -743508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -743509.500000 Penalty: 4293.159180
	Iteration 46Q: 3 clusters Score -743509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -743511.750000 Penalty: 4293.159180
	Iteration 47Q: 3 clusters Score -743511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -743512.937500 Penalty: 4293.159180
	Iteration 48Q: 3 clusters Score -743512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -743514.000000 Penalty: 4293.159180
	Iteration 49Q: 3 clusters Score -743514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -743514.625000 Penalty: 4293.159180
	Iteration 50Q: 3 clusters Score -743514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -743515.312500 Penalty: 4293.159180
	Iteration 51Q: 3 clusters Score -743515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -743515.625000 Penalty: 4293.159180
	Iteration 52Q: 3 clusters Score -743515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -743515.625000 Penalty: 4293.159180
	Iteration 53F: 3 clusters Score -743515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -871145.375000 Penalty: 2195.886230
	Iteration 0F: 2 clusters Score -871145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -865418.437500 Penalty: 4391.772461
	Iteration 0F: 3 clusters Score -865418.4 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -867186.125000 Penalty: 4391.772461
	Iteration 1F: 3 clusters Score -867186.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -868022.375000 Penalty: 4391.772461
	Iteration 2F: 3 clusters Score -868022.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -869018.312500 Penalty: 4391.772461
	Iteration 3F: 3 clusters Score -869018.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -869689.187500 Penalty: 4391.772461
	Iteration 4F: 3 clusters Score -869689.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -869990.437500 Penalty: 4391.772461
	Iteration 5F: 3 clusters Score -869990.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -870163.000000 Penalty: 4391.772461
	Iteration 6Q: 3 clusters Score -870163 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -870285.687500 Penalty: 4391.772461
	Iteration 7Q: 3 clusters Score -870285.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -870366.812500 Penalty: 4391.772461
	Iteration 8Q: 3 clusters Score -870366.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -870440.500000 Penalty: 4391.772461
	Iteration 9Q: 3 clusters Score -870440.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -870493.062500 Penalty: 4391.772461
	Iteration 10Q: 3 clusters Score -870493.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -870536.812500 Penalty: 4391.772461
	Iteration 11Q: 3 clusters Score -870536.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -870566.062500 Penalty: 4391.772461
	Iteration 12Q: 3 clusters Score -870566.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -870591.250000 Penalty: 4391.772461
	Iteration 13Q: 3 clusters Score -870591.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -870611.625000 Penalty: 4391.772461
	Iteration 14Q: 3 clusters Score -870611.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -870626.437500 Penalty: 4391.772461
	Iteration 15Q: 3 clusters Score -870626.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -870644.687500 Penalty: 4391.772461
	Iteration 16Q: 3 clusters Score -870644.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -870666.750000 Penalty: 4391.772461
	Iteration 17Q: 3 clusters Score -870666.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -870691.312500 Penalty: 4391.772461
	Iteration 18Q: 3 clusters Score -870691.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -870722.312500 Penalty: 4391.772461
	Iteration 19Q: 3 clusters Score -870722.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -870754.750000 Penalty: 4391.772461
	Iteration 20F: 3 clusters Score -870754.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -870799.125000 Penalty: 4391.772461
	Iteration 21Q: 3 clusters Score -870799.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -870843.750000 Penalty: 4391.772461
	Iteration 22Q: 3 clusters Score -870843.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -870901.375000 Penalty: 4391.772461
	Iteration 23Q: 3 clusters Score -870901.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -870977.062500 Penalty: 4391.772461
	Iteration 24Q: 3 clusters Score -870977.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -871080.937500 Penalty: 4391.772461
	Iteration 25Q: 3 clusters Score -871080.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -871185.937500 Penalty: 4391.772461
	Iteration 26Q: 3 clusters Score -871185.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -871293.750000 Penalty: 4391.772461
	Iteration 27Q: 3 clusters Score -871293.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -871395.250000 Penalty: 4391.772461
	Iteration 28Q: 3 clusters Score -871395.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -871516.000000 Penalty: 4391.772461
	Iteration 29Q: 3 clusters Score -871516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -871620.750000 Penalty: 4391.772461
	Iteration 30Q: 3 clusters Score -871620.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -871716.125000 Penalty: 4391.772461
	Iteration 31Q: 3 clusters Score -871716.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -871779.562500 Penalty: 4391.772461
	Iteration 32Q: 3 clusters Score -871779.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -871822.562500 Penalty: 4391.772461
	Iteration 33Q: 3 clusters Score -871822.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -871847.687500 Penalty: 4391.772461
	Iteration 34Q: 3 clusters Score -871847.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -871867.187500 Penalty: 4391.772461
	Iteration 35Q: 3 clusters Score -871867.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -871883.250000 Penalty: 4391.772461
	Iteration 36Q: 3 clusters Score -871883.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -871889.937500 Penalty: 4391.772461
	Iteration 37Q: 3 clusters Score -871889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -871892.562500 Penalty: 4391.772461
	Iteration 38Q: 3 clusters Score -871892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -871894.875000 Penalty: 4391.772461
	Iteration 39Q: 3 clusters Score -871894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -871895.687500 Penalty: 4391.772461
	Iteration 40F: 3 clusters Score -871895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -871896.875000 Penalty: 4391.772461
	Iteration 41Q: 3 clusters Score -871896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -871896.875000 Penalty: 4391.772461
	Iteration 42F: 3 clusters Score -871896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 21003 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 2413 members 
Entering Unmasked Estep 
Score: -111252000.000000 Penalty: 122229.328125
Splitting cluster 5 changes total score from -111246704.000000 to -111252000.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (61090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Entering Unmasked Estep 
Score: -7898190.500000 Penalty: 2732.985596
	Iteration 0F: 2 clusters Score -7898190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -7857378.000000 Penalty: 5465.971191
	Iteration 0F: 3 clusters Score -7857378 nChanged 28283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -7872994.000000 Penalty: 5465.971191
	Iteration 1F: 3 clusters Score -7872994 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7873651.000000 Penalty: 5465.971191
	Iteration 2Q: 3 clusters Score -7873651 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -7874225.000000 Penalty: 5465.971191
	Iteration 3Q: 3 clusters Score -7874225 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7874775.500000 Penalty: 5465.971191
	Iteration 4Q: 3 clusters Score -7874776 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -7875417.500000 Penalty: 5465.971191
	Iteration 5Q: 3 clusters Score -7875418 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -7876206.500000 Penalty: 5465.971191
	Iteration 6Q: 3 clusters Score -7876206 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -7877185.500000 Penalty: 5465.971191
	Iteration 7Q: 3 clusters Score -7877186 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -7878613.500000 Penalty: 5465.971191
	Iteration 8Q: 3 clusters Score -7878614 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -7880414.500000 Penalty: 5465.971191
	Iteration 9Q: 3 clusters Score -7880414 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -7882796.500000 Penalty: 5465.971191
	Iteration 10F: 3 clusters Score -7882796 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -7885482.500000 Penalty: 5465.971191
	Iteration 11F: 3 clusters Score -7885482 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -7887957.500000 Penalty: 5465.971191
	Iteration 12F: 3 clusters Score -7887958 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -7889936.500000 Penalty: 5465.971191
	Iteration 13Q: 3 clusters Score -7889936 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -7891514.000000 Penalty: 5465.971191
	Iteration 14Q: 3 clusters Score -7891514 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -7892594.000000 Penalty: 5465.971191
	Iteration 15Q: 3 clusters Score -7892594 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -7893221.500000 Penalty: 5465.971191
	Iteration 16Q: 3 clusters Score -7893222 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -7893604.000000 Penalty: 5465.971191
	Iteration 17Q: 3 clusters Score -7893604 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -7893849.500000 Penalty: 5465.971191
	Iteration 18Q: 3 clusters Score -7893850 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -7893976.000000 Penalty: 5465.971191
	Iteration 19Q: 3 clusters Score -7893976 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -7894068.000000 Penalty: 5465.971191
	Iteration 20F: 3 clusters Score -7894068 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -7894151.000000 Penalty: 5465.971191
	Iteration 21Q: 3 clusters Score -7894151 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -7894201.500000 Penalty: 5465.971191
	Iteration 22Q: 3 clusters Score -7894202 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -7894252.500000 Penalty: 5465.971191
	Iteration 23Q: 3 clusters Score -7894252 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -7894305.000000 Penalty: 5465.971191
	Iteration 24Q: 3 clusters Score -7894305 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -7894352.500000 Penalty: 5465.971191
	Iteration 25Q: 3 clusters Score -7894352 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -7894417.000000 Penalty: 5465.971191
	Iteration 26Q: 3 clusters Score -7894417 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -7894490.000000 Penalty: 5465.971191
	Iteration 27Q: 3 clusters Score -7894490 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -7894540.500000 Penalty: 5465.971191
	Iteration 28Q: 3 clusters Score -7894540 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -7894572.500000 Penalty: 5465.971191
	Iteration 29Q: 3 clusters Score -7894572 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -7894603.000000 Penalty: 5465.971191
	Iteration 30Q: 3 clusters Score -7894603 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -7894651.000000 Penalty: 5465.971191
	Iteration 31Q: 3 clusters Score -7894651 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7894657.000000 Penalty: 5465.971191
	Iteration 32Q: 3 clusters Score -7894657 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -7894688.000000 Penalty: 5465.971191
	Iteration 33Q: 3 clusters Score -7894688 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -7894745.000000 Penalty: 5465.971191
	Iteration 34Q: 3 clusters Score -7894745 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -7894768.000000 Penalty: 5465.971191
	Iteration 35Q: 3 clusters Score -7894768 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -7894784.500000 Penalty: 5465.971191
	Iteration 36Q: 3 clusters Score -7894784 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -7894852.500000 Penalty: 5465.971191
	Iteration 37Q: 3 clusters Score -7894852 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -7894931.500000 Penalty: 5465.971191
	Iteration 38Q: 3 clusters Score -7894932 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -7895001.000000 Penalty: 5465.971191
	Iteration 39Q: 3 clusters Score -7895001 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -7895138.500000 Penalty: 5465.971191
	Iteration 40F: 3 clusters Score -7895138 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -7895245.500000 Penalty: 5465.971191
	Iteration 41Q: 3 clusters Score -7895246 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -7895358.000000 Penalty: 5465.971191
	Iteration 42Q: 3 clusters Score -7895358 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -7895415.500000 Penalty: 5465.971191
	Iteration 43Q: 3 clusters Score -7895416 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -7895462.500000 Penalty: 5465.971191
	Iteration 44Q: 3 clusters Score -7895462 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -7895597.500000 Penalty: 5465.971191
	Iteration 45Q: 3 clusters Score -7895598 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -7895676.500000 Penalty: 5465.971191
	Iteration 46Q: 3 clusters Score -7895676 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -7895770.000000 Penalty: 5465.971191
	Iteration 47Q: 3 clusters Score -7895770 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -7895848.500000 Penalty: 5465.971191
	Iteration 48Q: 3 clusters Score -7895848 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -7895928.000000 Penalty: 5465.971191
	Iteration 49Q: 3 clusters Score -7895928 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7895973.000000 Penalty: 5465.971191
	Iteration 50Q: 3 clusters Score -7895973 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -7896053.500000 Penalty: 5465.971191
	Iteration 51Q: 3 clusters Score -7896054 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -7896158.000000 Penalty: 5465.971191
	Iteration 52Q: 3 clusters Score -7896158 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -7896186.500000 Penalty: 5465.971191
	Iteration 53Q: 3 clusters Score -7896186 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -7896229.500000 Penalty: 5465.971191
	Iteration 54Q: 3 clusters Score -7896230 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -7896265.000000 Penalty: 5465.971191
	Iteration 55Q: 3 clusters Score -7896265 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -7896281.000000 Penalty: 5465.971191
	Iteration 56Q: 3 clusters Score -7896281 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -7896292.500000 Penalty: 5465.971191
	Iteration 57Q: 3 clusters Score -7896292 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -7896310.500000 Penalty: 5465.971191
	Iteration 58Q: 3 clusters Score -7896310 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -7896304.000000 Penalty: 5465.971191
	Iteration 59Q: 3 clusters Score -7896304 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7896334.500000 Penalty: 5465.971191
	Iteration 60F: 3 clusters Score -7896334 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -7896351.500000 Penalty: 5465.971191
	Iteration 61Q: 3 clusters Score -7896352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7896382.500000 Penalty: 5465.971191
	Iteration 62Q: 3 clusters Score -7896382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -7896387.000000 Penalty: 5465.971191
	Iteration 63Q: 3 clusters Score -7896387 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -7896373.000000 Penalty: 5465.971191
	Iteration 64Q: 3 clusters Score -7896373 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -7896388.000000 Penalty: 5465.971191
	Iteration 65Q: 3 clusters Score -7896388 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -7896426.000000 Penalty: 5465.971191
	Iteration 66Q: 3 clusters Score -7896426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -7896428.000000 Penalty: 5465.971191
	Iteration 67Q: 3 clusters Score -7896428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -7896420.000000 Penalty: 5465.971191
	Iteration 68Q: 3 clusters Score -7896420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7896425.000000 Penalty: 5465.971191
	Iteration 69Q: 3 clusters Score -7896425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -7896421.000000 Penalty: 5465.971191
	Iteration 70Q: 3 clusters Score -7896421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7896426.000000 Penalty: 5465.971191
	Iteration 71Q: 3 clusters Score -7896426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -7896425.000000 Penalty: 5465.971191
	Iteration 72Q: 3 clusters Score -7896425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -7896425.000000 Penalty: 5465.971191
	Iteration 73Q: 3 clusters Score -7896425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -7896420.000000 Penalty: 5465.971191
	Iteration 74Q: 3 clusters Score -7896420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -7896415.000000 Penalty: 5465.971191
	Iteration 75Q: 3 clusters Score -7896415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -7896431.000000 Penalty: 5465.971191
	Iteration 76Q: 3 clusters Score -7896431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -7896428.500000 Penalty: 5465.971191
	Iteration 77Q: 3 clusters Score -7896428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -7896434.500000 Penalty: 5465.971191
	Iteration 78Q: 3 clusters Score -7896434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -7896438.000000 Penalty: 5465.971191
	Iteration 79Q: 3 clusters Score -7896438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -7896419.500000 Penalty: 5465.971191
	Iteration 80F: 3 clusters Score -7896420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -7896431.500000 Penalty: 5465.971191
	Iteration 81Q: 3 clusters Score -7896432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -7896438.000000 Penalty: 5465.971191
	Iteration 82Q: 3 clusters Score -7896438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -7896439.500000 Penalty: 5465.971191
	Iteration 83Q: 3 clusters Score -7896440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -7896454.000000 Penalty: 5465.971191
	Iteration 84Q: 3 clusters Score -7896454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -7896465.000000 Penalty: 5465.971191
	Iteration 85Q: 3 clusters Score -7896465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -7896457.000000 Penalty: 5465.971191
	Iteration 86Q: 3 clusters Score -7896457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -7896448.000000 Penalty: 5465.971191
	Iteration 87Q: 3 clusters Score -7896448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -7896461.500000 Penalty: 5465.971191
	Iteration 88Q: 3 clusters Score -7896462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -7896459.000000 Penalty: 5465.971191
	Iteration 89Q: 3 clusters Score -7896459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -7896451.000000 Penalty: 5465.971191
	Iteration 90Q: 3 clusters Score -7896451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7896445.000000 Penalty: 5465.971191
	Iteration 91Q: 3 clusters Score -7896445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7896445.000000 Penalty: 5465.971191
	Iteration 92F: 3 clusters Score -7896445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Entering Unmasked Estep 
Score: -6887984.000000 Penalty: 2692.883789
	Iteration 0F: 2 clusters Score -6887984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6852848.500000 Penalty: 5385.767578
	Iteration 0F: 3 clusters Score -6852848 nChanged 24010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6866333.000000 Penalty: 5385.767578
	Iteration 1F: 3 clusters Score -6866333 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -6867109.000000 Penalty: 5385.767578
	Iteration 2Q: 3 clusters Score -6867109 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -6868180.000000 Penalty: 5385.767578
	Iteration 3Q: 3 clusters Score -6868180 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6869660.500000 Penalty: 5385.767578
	Iteration 4F: 3 clusters Score -6869660 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6872066.000000 Penalty: 5385.767578
	Iteration 5F: 3 clusters Score -6872066 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -6875616.000000 Penalty: 5385.767578
	Iteration 6F: 3 clusters Score -6875616 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -6879679.500000 Penalty: 5385.767578
	Iteration 7F: 3 clusters Score -6879680 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -6882790.000000 Penalty: 5385.767578
	Iteration 8F: 3 clusters Score -6882790 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -6884447.000000 Penalty: 5385.767578
	Iteration 9Q: 3 clusters Score -6884447 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6885074.500000 Penalty: 5385.767578
	Iteration 10Q: 3 clusters Score -6885074 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -6885302.000000 Penalty: 5385.767578
	Iteration 11Q: 3 clusters Score -6885302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -6885420.000000 Penalty: 5385.767578
	Iteration 12Q: 3 clusters Score -6885420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6885491.500000 Penalty: 5385.767578
	Iteration 13Q: 3 clusters Score -6885492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6885536.500000 Penalty: 5385.767578
	Iteration 14Q: 3 clusters Score -6885536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -6885564.000000 Penalty: 5385.767578
	Iteration 15Q: 3 clusters Score -6885564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -6885580.000000 Penalty: 5385.767578
	Iteration 16Q: 3 clusters Score -6885580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6885583.000000 Penalty: 5385.767578
	Iteration 17Q: 3 clusters Score -6885583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6885593.000000 Penalty: 5385.767578
	Iteration 18Q: 3 clusters Score -6885593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -6885592.000000 Penalty: 5385.767578
	Iteration 19Q: 3 clusters Score -6885592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6885595.000000 Penalty: 5385.767578
	Iteration 20F: 3 clusters Score -6885595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -110944.632812 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -110944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109211.000000 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -109211 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110302.343750 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -110302.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111009.140625 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -111009.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111456.406250 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -111456.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111608.906250 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -111608.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111730.117188 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -111730.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111792.187500 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -111792.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111814.976562 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -111815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111830.023438 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -111830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111844.093750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -111844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111854.351562 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -111854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111876.312500 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -111876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111903.046875 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -111903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -111916.015625 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -111916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111920.937500 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -111920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111925.328125 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -111925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111930.046875 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -111930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111934.093750 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -111934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111937.718750 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -111937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111959.695312 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -111959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -112002.507812 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -112002.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112063.257812 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -112063.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -112164.109375 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -112164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112502.992188 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -112503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -112655.773438 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -112655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -112696.226562 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -112696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -112722.062500 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -112722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -112732.164062 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -112732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112733.421875 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -112733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112733.703125 Penalty: 3432.653076
	Iteration 29F: 3 clusters Score -112733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112740.187500 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -112740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112740.187500 Penalty: 3432.653076
	Iteration 31F: 3 clusters Score -112740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 21003 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 619 members 
Entering Unmasked Estep 
Score: -111252144.000000 Penalty: 125624.593750
Splitting cluster 8 changes total score from -111246704.000000 to -111252144.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 9 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -341783.000000 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -341783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -338708.437500 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -338708.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340374.718750 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -340374.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -341065.500000 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -341065.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -341471.187500 Penalty: 3975.602539
	Iteration 3F: 3 clusters Score -341471.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -341673.468750 Penalty: 3975.602539
	Iteration 4F: 3 clusters Score -341673.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -341767.843750 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -341767.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -341836.812500 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -341836.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -341875.750000 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -341875.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -341901.281250 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -341901.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -341915.062500 Penalty: 3975.602539
	Iteration 9Q: 3 clusters Score -341915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -341924.750000 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -341924.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -341933.250000 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -341933.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -341940.218750 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -341940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -341944.406250 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -341944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -341948.531250 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -341948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -341959.156250 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -341959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -341962.343750 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -341962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -341964.312500 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -341964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -341966.500000 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -341966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -341968.093750 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -341968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -341969.218750 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -341969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -341970.968750 Penalty: 3975.602539
	Iteration 21Q: 3 clusters Score -341971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -341971.500000 Penalty: 3975.602539
	Iteration 22Q: 3 clusters Score -341971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -341971.500000 Penalty: 3975.602539
	Iteration 23F: 3 clusters Score -341971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 21003 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 619 members 
Mstep: Class 38 contains 1687 members 
Entering Unmasked Estep 
Score: -111250832.000000 Penalty: 129019.851562
Splitting cluster 9 changes total score from -111246704.000000 to -111250832.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1798489.250000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1798489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1788096.125000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1788096 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1791308.000000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1791308 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1791624.125000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1791624 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1791890.125000 Penalty: 4740.119141
	Iteration 3Q: 3 clusters Score -1791890 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1792116.250000 Penalty: 4740.119141
	Iteration 4Q: 3 clusters Score -1792116 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1792328.875000 Penalty: 4740.119141
	Iteration 5Q: 3 clusters Score -1792329 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1792562.000000 Penalty: 4740.119141
	Iteration 6Q: 3 clusters Score -1792562 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1792806.125000 Penalty: 4740.119141
	Iteration 7Q: 3 clusters Score -1792806 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1793116.625000 Penalty: 4740.119141
	Iteration 8Q: 3 clusters Score -1793117 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1793497.125000 Penalty: 4740.119141
	Iteration 9Q: 3 clusters Score -1793497 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1793897.500000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1793898 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1794271.000000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1794271 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1794534.000000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1794534 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1794743.000000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1794743 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1794927.875000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1794928 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1795082.875000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1795083 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1795191.250000 Penalty: 4740.119141
	Iteration 16Q: 3 clusters Score -1795191 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1795271.750000 Penalty: 4740.119141
	Iteration 17Q: 3 clusters Score -1795272 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1795341.750000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1795342 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1795402.750000 Penalty: 4740.119141
	Iteration 19Q: 3 clusters Score -1795403 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1795449.875000 Penalty: 4740.119141
	Iteration 20F: 3 clusters Score -1795450 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1795492.875000 Penalty: 4740.119141
	Iteration 21Q: 3 clusters Score -1795493 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1795515.875000 Penalty: 4740.119141
	Iteration 22Q: 3 clusters Score -1795516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1795546.250000 Penalty: 4740.119141
	Iteration 23Q: 3 clusters Score -1795546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1795566.500000 Penalty: 4740.119141
	Iteration 24Q: 3 clusters Score -1795566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1795599.375000 Penalty: 4740.119141
	Iteration 25Q: 3 clusters Score -1795599 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1795616.500000 Penalty: 4740.119141
	Iteration 26Q: 3 clusters Score -1795616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1795624.750000 Penalty: 4740.119141
	Iteration 27Q: 3 clusters Score -1795625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1795642.000000 Penalty: 4740.119141
	Iteration 28Q: 3 clusters Score -1795642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1795653.500000 Penalty: 4740.119141
	Iteration 29Q: 3 clusters Score -1795654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1795671.375000 Penalty: 4740.119141
	Iteration 30Q: 3 clusters Score -1795671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1795681.375000 Penalty: 4740.119141
	Iteration 31Q: 3 clusters Score -1795681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1795698.875000 Penalty: 4740.119141
	Iteration 32Q: 3 clusters Score -1795699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1795723.500000 Penalty: 4740.119141
	Iteration 33Q: 3 clusters Score -1795724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1795745.250000 Penalty: 4740.119141
	Iteration 34Q: 3 clusters Score -1795745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1795775.875000 Penalty: 4740.119141
	Iteration 35Q: 3 clusters Score -1795776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1795808.125000 Penalty: 4740.119141
	Iteration 36Q: 3 clusters Score -1795808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1795834.375000 Penalty: 4740.119141
	Iteration 37Q: 3 clusters Score -1795834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1795857.625000 Penalty: 4740.119141
	Iteration 38Q: 3 clusters Score -1795858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1795888.000000 Penalty: 4740.119141
	Iteration 39Q: 3 clusters Score -1795888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1795912.875000 Penalty: 4740.119141
	Iteration 40F: 3 clusters Score -1795913 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1795947.500000 Penalty: 4740.119141
	Iteration 41Q: 3 clusters Score -1795948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1795984.500000 Penalty: 4740.119141
	Iteration 42Q: 3 clusters Score -1795984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1796027.250000 Penalty: 4740.119141
	Iteration 43Q: 3 clusters Score -1796027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1796072.875000 Penalty: 4740.119141
	Iteration 44Q: 3 clusters Score -1796073 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1796113.250000 Penalty: 4740.119141
	Iteration 45Q: 3 clusters Score -1796113 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1796142.750000 Penalty: 4740.119141
	Iteration 46Q: 3 clusters Score -1796143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1796180.125000 Penalty: 4740.119141
	Iteration 47Q: 3 clusters Score -1796180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1796212.375000 Penalty: 4740.119141
	Iteration 48Q: 3 clusters Score -1796212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1796246.500000 Penalty: 4740.119141
	Iteration 49Q: 3 clusters Score -1796246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1796277.750000 Penalty: 4740.119141
	Iteration 50Q: 3 clusters Score -1796278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1796311.125000 Penalty: 4740.119141
	Iteration 51Q: 3 clusters Score -1796311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1796330.875000 Penalty: 4740.119141
	Iteration 52Q: 3 clusters Score -1796331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1796366.000000 Penalty: 4740.119141
	Iteration 53Q: 3 clusters Score -1796366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1796389.875000 Penalty: 4740.119141
	Iteration 54Q: 3 clusters Score -1796390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1796413.125000 Penalty: 4740.119141
	Iteration 55Q: 3 clusters Score -1796413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1796443.375000 Penalty: 4740.119141
	Iteration 56Q: 3 clusters Score -1796443 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1796466.750000 Penalty: 4740.119141
	Iteration 57Q: 3 clusters Score -1796467 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1796492.750000 Penalty: 4740.119141
	Iteration 58Q: 3 clusters Score -1796493 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1796519.375000 Penalty: 4740.119141
	Iteration 59Q: 3 clusters Score -1796519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1796535.375000 Penalty: 4740.119141
	Iteration 60F: 3 clusters Score -1796535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1796555.875000 Penalty: 4740.119141
	Iteration 61Q: 3 clusters Score -1796556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1796563.500000 Penalty: 4740.119141
	Iteration 62Q: 3 clusters Score -1796564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1796577.750000 Penalty: 4740.119141
	Iteration 63Q: 3 clusters Score -1796578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1796600.625000 Penalty: 4740.119141
	Iteration 64Q: 3 clusters Score -1796601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1796617.000000 Penalty: 4740.119141
	Iteration 65Q: 3 clusters Score -1796617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1796619.625000 Penalty: 4740.119141
	Iteration 66Q: 3 clusters Score -1796620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1796638.500000 Penalty: 4740.119141
	Iteration 67Q: 3 clusters Score -1796638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1796643.625000 Penalty: 4740.119141
	Iteration 68Q: 3 clusters Score -1796644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1796652.500000 Penalty: 4740.119141
	Iteration 69Q: 3 clusters Score -1796652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1796670.250000 Penalty: 4740.119141
	Iteration 70Q: 3 clusters Score -1796670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1796671.250000 Penalty: 4740.119141
	Iteration 71Q: 3 clusters Score -1796671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1796673.375000 Penalty: 4740.119141
	Iteration 72Q: 3 clusters Score -1796673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1796679.875000 Penalty: 4740.119141
	Iteration 73Q: 3 clusters Score -1796680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1796687.625000 Penalty: 4740.119141
	Iteration 74Q: 3 clusters Score -1796688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1796686.625000 Penalty: 4740.119141
	Iteration 75Q: 3 clusters Score -1796687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1796687.375000 Penalty: 4740.119141
	Iteration 76Q: 3 clusters Score -1796687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1796690.500000 Penalty: 4740.119141
	Iteration 77Q: 3 clusters Score -1796690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1796692.125000 Penalty: 4740.119141
	Iteration 78Q: 3 clusters Score -1796692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1796690.750000 Penalty: 4740.119141
	Iteration 79Q: 3 clusters Score -1796691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1796692.750000 Penalty: 4740.119141
	Iteration 80F: 3 clusters Score -1796693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1796693.875000 Penalty: 4740.119141
	Iteration 81Q: 3 clusters Score -1796694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1796691.875000 Penalty: 4740.119141
	Iteration 82Q: 3 clusters Score -1796692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1796696.000000 Penalty: 4740.119141
	Iteration 83Q: 3 clusters Score -1796696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1796695.250000 Penalty: 4740.119141
	Iteration 84Q: 3 clusters Score -1796695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1796696.875000 Penalty: 4740.119141
	Iteration 85Q: 3 clusters Score -1796697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1796698.500000 Penalty: 4740.119141
	Iteration 86Q: 3 clusters Score -1796698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1796698.500000 Penalty: 4740.119141
	Iteration 87Q: 3 clusters Score -1796698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1796701.500000 Penalty: 4740.119141
	Iteration 88Q: 3 clusters Score -1796702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1796702.125000 Penalty: 4740.119141
	Iteration 89Q: 3 clusters Score -1796702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1796697.250000 Penalty: 4740.119141
	Iteration 90Q: 3 clusters Score -1796697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1796701.625000 Penalty: 4740.119141
	Iteration 91Q: 3 clusters Score -1796702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1796699.750000 Penalty: 4740.119141
	Iteration 92Q: 3 clusters Score -1796700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1796699.750000 Penalty: 4740.119141
	Iteration 93F: 3 clusters Score -1796700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Entering Unmasked Estep 
Score: -1519541.875000 Penalty: 2321.783691
	Iteration 0F: 2 clusters Score -1519542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1510919.750000 Penalty: 4643.567383
	Iteration 0F: 3 clusters Score -1510920 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1513695.625000 Penalty: 4643.567383
	Iteration 1F: 3 clusters Score -1513696 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1514337.250000 Penalty: 4643.567383
	Iteration 2F: 3 clusters Score -1514337 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1515124.500000 Penalty: 4643.567383
	Iteration 3F: 3 clusters Score -1515124 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1515825.375000 Penalty: 4643.567383
	Iteration 4F: 3 clusters Score -1515825 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1516440.375000 Penalty: 4643.567383
	Iteration 5F: 3 clusters Score -1516440 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1516896.750000 Penalty: 4643.567383
	Iteration 6F: 3 clusters Score -1516897 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1517219.000000 Penalty: 4643.567383
	Iteration 7Q: 3 clusters Score -1517219 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1517474.625000 Penalty: 4643.567383
	Iteration 8Q: 3 clusters Score -1517475 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1517636.000000 Penalty: 4643.567383
	Iteration 9Q: 3 clusters Score -1517636 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1517752.250000 Penalty: 4643.567383
	Iteration 10Q: 3 clusters Score -1517752 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1517831.250000 Penalty: 4643.567383
	Iteration 11Q: 3 clusters Score -1517831 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1517900.125000 Penalty: 4643.567383
	Iteration 12Q: 3 clusters Score -1517900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1517960.000000 Penalty: 4643.567383
	Iteration 13Q: 3 clusters Score -1517960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1518033.000000 Penalty: 4643.567383
	Iteration 14Q: 3 clusters Score -1518033 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1518092.375000 Penalty: 4643.567383
	Iteration 15Q: 3 clusters Score -1518092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1518158.500000 Penalty: 4643.567383
	Iteration 16Q: 3 clusters Score -1518158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1518233.625000 Penalty: 4643.567383
	Iteration 17Q: 3 clusters Score -1518234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1518298.375000 Penalty: 4643.567383
	Iteration 18Q: 3 clusters Score -1518298 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1518363.250000 Penalty: 4643.567383
	Iteration 19Q: 3 clusters Score -1518363 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1518427.250000 Penalty: 4643.567383
	Iteration 20F: 3 clusters Score -1518427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1518473.375000 Penalty: 4643.567383
	Iteration 21Q: 3 clusters Score -1518473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1518511.125000 Penalty: 4643.567383
	Iteration 22Q: 3 clusters Score -1518511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1518546.250000 Penalty: 4643.567383
	Iteration 23Q: 3 clusters Score -1518546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1518573.500000 Penalty: 4643.567383
	Iteration 24Q: 3 clusters Score -1518574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1518597.125000 Penalty: 4643.567383
	Iteration 25Q: 3 clusters Score -1518597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1518613.875000 Penalty: 4643.567383
	Iteration 26Q: 3 clusters Score -1518614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1518616.500000 Penalty: 4643.567383
	Iteration 27Q: 3 clusters Score -1518616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1518635.750000 Penalty: 4643.567383
	Iteration 28Q: 3 clusters Score -1518636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1518647.750000 Penalty: 4643.567383
	Iteration 29Q: 3 clusters Score -1518648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1518657.375000 Penalty: 4643.567383
	Iteration 30Q: 3 clusters Score -1518657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1518665.500000 Penalty: 4643.567383
	Iteration 31Q: 3 clusters Score -1518666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1518667.625000 Penalty: 4643.567383
	Iteration 32Q: 3 clusters Score -1518668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1518672.750000 Penalty: 4643.567383
	Iteration 33Q: 3 clusters Score -1518673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1518676.500000 Penalty: 4643.567383
	Iteration 34Q: 3 clusters Score -1518676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1518676.250000 Penalty: 4643.567383
	Iteration 35Q: 3 clusters Score -1518676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1518679.000000 Penalty: 4643.567383
	Iteration 36Q: 3 clusters Score -1518679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1518676.500000 Penalty: 4643.567383
	Iteration 37Q: 3 clusters Score -1518676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1518677.500000 Penalty: 4643.567383
	Iteration 38Q: 3 clusters Score -1518678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1518679.875000 Penalty: 4643.567383
	Iteration 39Q: 3 clusters Score -1518680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1518684.500000 Penalty: 4643.567383
	Iteration 40F: 3 clusters Score -1518684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1518683.375000 Penalty: 4643.567383
	Iteration 41Q: 3 clusters Score -1518683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1518685.625000 Penalty: 4643.567383
	Iteration 42Q: 3 clusters Score -1518686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1518681.875000 Penalty: 4643.567383
	Iteration 43Q: 3 clusters Score -1518682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1518685.250000 Penalty: 4643.567383
	Iteration 44Q: 3 clusters Score -1518685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1518692.000000 Penalty: 4643.567383
	Iteration 45Q: 3 clusters Score -1518692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1518691.500000 Penalty: 4643.567383
	Iteration 46Q: 3 clusters Score -1518692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1518693.000000 Penalty: 4643.567383
	Iteration 47Q: 3 clusters Score -1518693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1518693.000000 Penalty: 4643.567383
	Iteration 48Q: 3 clusters Score -1518693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1518696.250000 Penalty: 4643.567383
	Iteration 49Q: 3 clusters Score -1518696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1518696.250000 Penalty: 4643.567383
	Iteration 50F: 3 clusters Score -1518696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Entering Unmasked Estep 
Score: -3110252.250000 Penalty: 2501.879150
	Iteration 0F: 2 clusters Score -3110252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3093660.750000 Penalty: 5003.758301
	Iteration 0F: 3 clusters Score -3093661 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3099549.500000 Penalty: 5003.758301
	Iteration 1F: 3 clusters Score -3099550 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3100167.750000 Penalty: 5003.758301
	Iteration 2F: 3 clusters Score -3100168 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3100842.500000 Penalty: 5003.758301
	Iteration 3F: 3 clusters Score -3100842 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3101693.250000 Penalty: 5003.758301
	Iteration 4F: 3 clusters Score -3101693 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3102767.000000 Penalty: 5003.758301
	Iteration 5F: 3 clusters Score -3102767 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3104036.500000 Penalty: 5003.758301
	Iteration 6F: 3 clusters Score -3104036 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3105228.000000 Penalty: 5003.758301
	Iteration 7F: 3 clusters Score -3105228 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3106231.000000 Penalty: 5003.758301
	Iteration 8F: 3 clusters Score -3106231 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3107137.750000 Penalty: 5003.758301
	Iteration 9Q: 3 clusters Score -3107138 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3108015.500000 Penalty: 5003.758301
	Iteration 10Q: 3 clusters Score -3108016 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3108392.750000 Penalty: 5003.758301
	Iteration 11Q: 3 clusters Score -3108393 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3108490.250000 Penalty: 5003.758301
	Iteration 12Q: 3 clusters Score -3108490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3108536.250000 Penalty: 5003.758301
	Iteration 13Q: 3 clusters Score -3108536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3108559.250000 Penalty: 5003.758301
	Iteration 14Q: 3 clusters Score -3108559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3108578.750000 Penalty: 5003.758301
	Iteration 15Q: 3 clusters Score -3108579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3108600.250000 Penalty: 5003.758301
	Iteration 16Q: 3 clusters Score -3108600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3108607.000000 Penalty: 5003.758301
	Iteration 17Q: 3 clusters Score -3108607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3108621.750000 Penalty: 5003.758301
	Iteration 18Q: 3 clusters Score -3108622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3108638.750000 Penalty: 5003.758301
	Iteration 19Q: 3 clusters Score -3108639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3108638.250000 Penalty: 5003.758301
	Iteration 20F: 3 clusters Score -3108638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3108651.500000 Penalty: 5003.758301
	Iteration 21Q: 3 clusters Score -3108652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3108657.000000 Penalty: 5003.758301
	Iteration 22Q: 3 clusters Score -3108657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3108655.750000 Penalty: 5003.758301
	Iteration 23Q: 3 clusters Score -3108656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3108667.000000 Penalty: 5003.758301
	Iteration 24Q: 3 clusters Score -3108667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3108672.500000 Penalty: 5003.758301
	Iteration 25Q: 3 clusters Score -3108672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3108680.000000 Penalty: 5003.758301
	Iteration 26Q: 3 clusters Score -3108680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3108685.250000 Penalty: 5003.758301
	Iteration 27Q: 3 clusters Score -3108685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3108691.750000 Penalty: 5003.758301
	Iteration 28Q: 3 clusters Score -3108692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3108698.000000 Penalty: 5003.758301
	Iteration 29Q: 3 clusters Score -3108698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3108708.500000 Penalty: 5003.758301
	Iteration 30Q: 3 clusters Score -3108708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3108708.250000 Penalty: 5003.758301
	Iteration 31Q: 3 clusters Score -3108708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3108713.000000 Penalty: 5003.758301
	Iteration 32Q: 3 clusters Score -3108713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3108714.500000 Penalty: 5003.758301
	Iteration 33Q: 3 clusters Score -3108714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3108716.750000 Penalty: 5003.758301
	Iteration 34Q: 3 clusters Score -3108717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3108716.750000 Penalty: 5003.758301
	Iteration 35F: 3 clusters Score -3108717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Entering Unmasked Estep 
Score: -1566793.125000 Penalty: 2332.358887
	Iteration 0F: 2 clusters Score -1566793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1557669.250000 Penalty: 4664.717773
	Iteration 0F: 3 clusters Score -1557669 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1560550.750000 Penalty: 4664.717773
	Iteration 1F: 3 clusters Score -1560551 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1561124.500000 Penalty: 4664.717773
	Iteration 2F: 3 clusters Score -1561124 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1561834.125000 Penalty: 4664.717773
	Iteration 3F: 3 clusters Score -1561834 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1562628.250000 Penalty: 4664.717773
	Iteration 4F: 3 clusters Score -1562628 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1563371.125000 Penalty: 4664.717773
	Iteration 5F: 3 clusters Score -1563371 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1564043.125000 Penalty: 4664.717773
	Iteration 6F: 3 clusters Score -1564043 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1564739.500000 Penalty: 4664.717773
	Iteration 7F: 3 clusters Score -1564740 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1565426.750000 Penalty: 4664.717773
	Iteration 8F: 3 clusters Score -1565427 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1565975.375000 Penalty: 4664.717773
	Iteration 9Q: 3 clusters Score -1565975 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1566453.500000 Penalty: 4664.717773
	Iteration 10Q: 3 clusters Score -1566454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1566777.750000 Penalty: 4664.717773
	Iteration 11Q: 3 clusters Score -1566778 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1566977.750000 Penalty: 4664.717773
	Iteration 12Q: 3 clusters Score -1566978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1567051.500000 Penalty: 4664.717773
	Iteration 13Q: 3 clusters Score -1567052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1567072.875000 Penalty: 4664.717773
	Iteration 14Q: 3 clusters Score -1567073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1567091.375000 Penalty: 4664.717773
	Iteration 15Q: 3 clusters Score -1567091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1567102.750000 Penalty: 4664.717773
	Iteration 16Q: 3 clusters Score -1567103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1567107.000000 Penalty: 4664.717773
	Iteration 17Q: 3 clusters Score -1567107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1567111.375000 Penalty: 4664.717773
	Iteration 18Q: 3 clusters Score -1567111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1567110.500000 Penalty: 4664.717773
	Iteration 19Q: 3 clusters Score -1567110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1567114.250000 Penalty: 4664.717773
	Iteration 20F: 3 clusters Score -1567114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1567115.125000 Penalty: 4664.717773
	Iteration 21Q: 3 clusters Score -1567115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1567113.375000 Penalty: 4664.717773
	Iteration 22Q: 3 clusters Score -1567113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1567114.750000 Penalty: 4664.717773
	Iteration 23Q: 3 clusters Score -1567115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1567114.250000 Penalty: 4664.717773
	Iteration 24Q: 3 clusters Score -1567114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1567114.875000 Penalty: 4664.717773
	Iteration 25Q: 3 clusters Score -1567115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1567120.750000 Penalty: 4664.717773
	Iteration 26Q: 3 clusters Score -1567121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1567117.750000 Penalty: 4664.717773
	Iteration 27Q: 3 clusters Score -1567118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1567120.125000 Penalty: 4664.717773
	Iteration 28Q: 3 clusters Score -1567120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1567121.250000 Penalty: 4664.717773
	Iteration 29Q: 3 clusters Score -1567121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1567123.375000 Penalty: 4664.717773
	Iteration 30Q: 3 clusters Score -1567123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1567122.750000 Penalty: 4664.717773
	Iteration 31Q: 3 clusters Score -1567123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1567120.625000 Penalty: 4664.717773
	Iteration 32Q: 3 clusters Score -1567121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1567120.625000 Penalty: 4664.717773
	Iteration 33F: 3 clusters Score -1567121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 21003 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 619 members 
Mstep: Class 38 contains 1687 members 
Mstep: Class 39 contains 2439 members 
Entering Unmasked Estep 
Score: -111250032.000000 Penalty: 132415.109375
Splitting cluster 13 changes total score from -111246704.000000 to -111250032.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (118182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Entering Unmasked Estep 
Score: -15431056.000000 Penalty: 2896.635254
	Iteration 0F: 2 clusters Score -1.543106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -15352183.000000 Penalty: 5793.270508
	Iteration 0F: 3 clusters Score -1.535218e+07 nChanged 56020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -15384008.000000 Penalty: 5793.270508
	Iteration 1F: 3 clusters Score -1.538401e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -15385075.000000 Penalty: 5793.270508
	Iteration 2Q: 3 clusters Score -1.538508e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -15386237.000000 Penalty: 5793.270508
	Iteration 3Q: 3 clusters Score -1.538624e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -15388117.000000 Penalty: 5793.270508
	Iteration 4Q: 3 clusters Score -1.538812e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -15391526.000000 Penalty: 5793.270508
	Iteration 5F: 3 clusters Score -1.539153e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -15397361.000000 Penalty: 5793.270508
	Iteration 6F: 3 clusters Score -1.539736e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -15405349.000000 Penalty: 5793.270508
	Iteration 7F: 3 clusters Score -1.540535e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -15413581.000000 Penalty: 5793.270508
	Iteration 8F: 3 clusters Score -1.541358e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -15420278.000000 Penalty: 5793.270508
	Iteration 9F: 3 clusters Score -1.542028e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -15424554.000000 Penalty: 5793.270508
	Iteration 10Q: 3 clusters Score -1.542455e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -15426837.000000 Penalty: 5793.270508
	Iteration 11Q: 3 clusters Score -1.542684e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -15427737.000000 Penalty: 5793.270508
	Iteration 12Q: 3 clusters Score -1.542774e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -15428124.000000 Penalty: 5793.270508
	Iteration 13Q: 3 clusters Score -1.542812e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -15428300.000000 Penalty: 5793.270508
	Iteration 14Q: 3 clusters Score -1.54283e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -15428381.000000 Penalty: 5793.270508
	Iteration 15Q: 3 clusters Score -1.542838e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -15428425.000000 Penalty: 5793.270508
	Iteration 16Q: 3 clusters Score -1.542842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 117780 members 
Entering Unmasked Estep 
Score: -15428447.000000 Penalty: 5793.270508
	Iteration 17Q: 3 clusters Score -1.542845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -15428495.000000 Penalty: 5793.270508
	Iteration 18Q: 3 clusters Score -1.54285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 117810 members 
Entering Unmasked Estep 
Score: -15428508.000000 Penalty: 5793.270508
	Iteration 19Q: 3 clusters Score -1.542851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -15428534.000000 Penalty: 5793.270508
	Iteration 20F: 3 clusters Score -1.542853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -15428532.000000 Penalty: 5793.270508
	Iteration 21Q: 3 clusters Score -1.542853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 117814 members 
Entering Unmasked Estep 
Score: -15428543.000000 Penalty: 5793.270508
	Iteration 22Q: 3 clusters Score -1.542854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 117814 members 
Entering Unmasked Estep 
Score: -15428540.000000 Penalty: 5793.270508
	Iteration 23Q: 3 clusters Score -1.542854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -15428545.000000 Penalty: 5793.270508
	Iteration 24Q: 3 clusters Score -1.542854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -15428553.000000 Penalty: 5793.270508
	Iteration 25Q: 3 clusters Score -1.542855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -15428551.000000 Penalty: 5793.270508
	Iteration 26Q: 3 clusters Score -1.542855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -15428565.000000 Penalty: 5793.270508
	Iteration 27Q: 3 clusters Score -1.542856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -15428555.000000 Penalty: 5793.270508
	Iteration 28Q: 3 clusters Score -1.542856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -15428555.000000 Penalty: 5793.270508
	Iteration 29F: 3 clusters Score -1.542856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1138876.000000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -1138876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1132035.000000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -1132035 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1133997.250000 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -1133997 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1134372.375000 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -1134372 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1134682.000000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -1134682 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1134973.250000 Penalty: 4503.286621
	Iteration 4F: 3 clusters Score -1134973 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1135260.000000 Penalty: 4503.286621
	Iteration 5Q: 3 clusters Score -1135260 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1135615.875000 Penalty: 4503.286621
	Iteration 6F: 3 clusters Score -1135616 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1135998.000000 Penalty: 4503.286621
	Iteration 7F: 3 clusters Score -1135998 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1136362.250000 Penalty: 4503.286621
	Iteration 8F: 3 clusters Score -1136362 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1136663.500000 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -1136664 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1136881.500000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -1136882 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1137046.000000 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -1137046 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1137170.250000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -1137170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1137253.500000 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -1137254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1137329.125000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -1137329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1137370.375000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -1137370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1137403.375000 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -1137403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1137425.875000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -1137426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1137443.750000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -1137444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1137457.375000 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -1137457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1137470.750000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -1137471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1137481.750000 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -1137482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1137493.375000 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -1137493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1137504.000000 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -1137504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1137511.625000 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -1137512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1137521.250000 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -1137521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1137527.875000 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -1137528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1137535.250000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -1137535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1137547.750000 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -1137548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1137559.375000 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -1137559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1137566.250000 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -1137566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1137567.375000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -1137567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1137571.875000 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -1137572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1137571.250000 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -1137571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1137575.125000 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -1137575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1137575.375000 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -1137575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1137580.875000 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -1137581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1137582.875000 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -1137583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1137587.625000 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -1137588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1137589.250000 Penalty: 4503.286621
	Iteration 39Q: 3 clusters Score -1137589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1137590.125000 Penalty: 4503.286621
	Iteration 40F: 3 clusters Score -1137590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1137593.750000 Penalty: 4503.286621
	Iteration 41Q: 3 clusters Score -1137594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1137594.375000 Penalty: 4503.286621
	Iteration 42Q: 3 clusters Score -1137594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1137593.750000 Penalty: 4503.286621
	Iteration 43Q: 3 clusters Score -1137594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1137592.875000 Penalty: 4503.286621
	Iteration 44Q: 3 clusters Score -1137593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1137592.875000 Penalty: 4503.286621
	Iteration 45Q: 3 clusters Score -1137593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1137592.875000 Penalty: 4503.286621
	Iteration 46F: 3 clusters Score -1137593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Entering Unmasked Estep 
Score: -5175600.500000 Penalty: 2645.271484
	Iteration 0F: 2 clusters Score -5175600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -5146610.000000 Penalty: 5290.542969
	Iteration 0F: 3 clusters Score -5146610 nChanged 19677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5158231.500000 Penalty: 5290.542969
	Iteration 1F: 3 clusters Score -5158232 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5159356.500000 Penalty: 5290.542969
	Iteration 2F: 3 clusters Score -5159356 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5160721.500000 Penalty: 5290.542969
	Iteration 3F: 3 clusters Score -5160722 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5162241.000000 Penalty: 5290.542969
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Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 27300 members 
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Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 31661 members 
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Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 31812 members 
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Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 32274 members 
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Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 32370 members 
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Mstep: Class 1 contains 10187 members 
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Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 32802 members 
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Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 32896 members 
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Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9804 members 
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Mstep: Class 1 contains 9719 members 
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Mstep: Class 1 contains 9634 members 
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Mstep: Class 1 contains 9556 members 
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Mstep: Class 1 contains 9477 members 
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Mstep: Class 1 contains 9337 members 
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	Iteration 40F: 3 clusters Score -5172586 nChanged 87
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Mstep: Class 1 contains 9262 members 
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Mstep: Class 1 contains 9100 members 
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Mstep: Class 1 contains 9017 members 
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Mstep: Class 1 contains 8938 members 
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Mstep: Class 1 contains 8854 members 
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Mstep: Class 1 contains 8765 members 
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Mstep: Class 1 contains 8671 members 
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Mstep: Class 1 contains 8569 members 
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Mstep: Class 1 contains 8471 members 
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	Iteration 50Q: 3 clusters Score -5172689 nChanged 103
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Mstep: Class 1 contains 8374 members 
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Mstep: Class 1 contains 7975 members 
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	Iteration 59Q: 3 clusters Score -5172818 nChanged 105
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Mstep: Class 1 contains 7503 members 
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	Iteration 60F: 3 clusters Score -5172838 nChanged 105
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Mstep: Class 1 contains 7314 members 
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Mstep: Class 1 contains 7224 members 
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Mstep: Class 1 contains 7122 members 
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Mstep: Class 1 contains 7016 members 
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Mstep: Class 1 contains 6916 members 
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	Iteration 66Q: 3 clusters Score -5172902 nChanged 99
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Mstep: Class 1 contains 6821 members 
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	Iteration 67Q: 3 clusters Score -5172925 nChanged 115
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Mstep: Class 1 contains 6600 members 
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Mstep: Class 1 contains 6497 members 
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Mstep: Class 1 contains 6394 members 
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	Iteration 71Q: 3 clusters Score -5173002 nChanged 111
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Mstep: Class 1 contains 6285 members 
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Mstep: Class 1 contains 6181 members 
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	Iteration 74Q: 3 clusters Score -5173027 nChanged 111
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Mstep: Class 1 contains 5971 members 
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Mstep: Class 1 contains 5878 members 
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	Iteration 79Q: 3 clusters Score -5173088 nChanged 69
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	Iteration 80F: 3 clusters Score -5173102 nChanged 52
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	Iteration 82Q: 3 clusters Score -5173138 nChanged 56
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	Iteration 83Q: 3 clusters Score -5173138 nChanged 57
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	Iteration 84Q: 3 clusters Score -5173141 nChanged 50
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	Iteration 86Q: 3 clusters Score -5173162 nChanged 60
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	Iteration 87Q: 3 clusters Score -5173160 nChanged 63
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	Iteration 88Q: 3 clusters Score -5173168 nChanged 57
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	Iteration 89Q: 3 clusters Score -5173179 nChanged 61
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	Iteration 91Q: 3 clusters Score -5173193 nChanged 57
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Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 38389 members 
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Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 38550 members 
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Mstep: Class 1 contains 4251 members 
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Mstep: Class 2 contains 38734 members 
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Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 38820 members 
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Mstep: Class 1 contains 3771 members 
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Mstep: Class 1 contains 3000 members 
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	Iteration 160F: 3 clusters Score -5173815 nChanged 24
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	Iteration 178Q: 3 clusters Score -5173928 nChanged 30
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	Iteration 179Q: 3 clusters Score -5173940 nChanged 36
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	Iteration 180F: 3 clusters Score -5173951 nChanged 16
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	Iteration 181Q: 3 clusters Score -5173950 nChanged 15
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	Iteration 183Q: 3 clusters Score -5173962 nChanged 26
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	Iteration 189Q: 3 clusters Score -5173998 nChanged 3
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	Iteration 190Q: 3 clusters Score -5174004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5174002.500000 Penalty: 5290.542969
	Iteration 191Q: 3 clusters Score -5174002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5174002.500000 Penalty: 5290.542969
	Iteration 192Q: 3 clusters Score -5174002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5174004.500000 Penalty: 5290.542969
	Iteration 193Q: 3 clusters Score -5174004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5174004.000000 Penalty: 5290.542969
	Iteration 194Q: 3 clusters Score -5174004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5174004.000000 Penalty: 5290.542969
	Iteration 195F: 3 clusters Score -5174004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Entering Unmasked Estep 
Score: -1106748.875000 Penalty: 2241.426270
	Iteration 0F: 2 clusters Score -1106749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1100087.875000 Penalty: 4482.852539
	Iteration 0F: 3 clusters Score -1100088 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1102047.250000 Penalty: 4482.852539
	Iteration 1F: 3 clusters Score -1102047 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1102396.625000 Penalty: 4482.852539
	Iteration 2F: 3 clusters Score -1102397 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1102625.125000 Penalty: 4482.852539
	Iteration 3F: 3 clusters Score -1102625 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1102797.750000 Penalty: 4482.852539
	Iteration 4Q: 3 clusters Score -1102798 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1102952.000000 Penalty: 4482.852539
	Iteration 5Q: 3 clusters Score -1102952 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1103095.750000 Penalty: 4482.852539
	Iteration 6Q: 3 clusters Score -1103096 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1103228.750000 Penalty: 4482.852539
	Iteration 7Q: 3 clusters Score -1103229 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1103367.375000 Penalty: 4482.852539
	Iteration 8Q: 3 clusters Score -1103367 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1103501.500000 Penalty: 4482.852539
	Iteration 9Q: 3 clusters Score -1103502 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1103639.000000 Penalty: 4482.852539
	Iteration 10Q: 3 clusters Score -1103639 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1103774.375000 Penalty: 4482.852539
	Iteration 11Q: 3 clusters Score -1103774 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1103910.625000 Penalty: 4482.852539
	Iteration 12Q: 3 clusters Score -1103911 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1104016.875000 Penalty: 4482.852539
	Iteration 13Q: 3 clusters Score -1104017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1104093.375000 Penalty: 4482.852539
	Iteration 14Q: 3 clusters Score -1104093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1104145.375000 Penalty: 4482.852539
	Iteration 15Q: 3 clusters Score -1104145 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1104188.375000 Penalty: 4482.852539
	Iteration 16Q: 3 clusters Score -1104188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1104219.125000 Penalty: 4482.852539
	Iteration 17Q: 3 clusters Score -1104219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1104244.625000 Penalty: 4482.852539
	Iteration 18Q: 3 clusters Score -1104245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1104268.000000 Penalty: 4482.852539
	Iteration 19Q: 3 clusters Score -1104268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1104287.875000 Penalty: 4482.852539
	Iteration 20F: 3 clusters Score -1104288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1104309.000000 Penalty: 4482.852539
	Iteration 21Q: 3 clusters Score -1104309 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1104327.375000 Penalty: 4482.852539
	Iteration 22Q: 3 clusters Score -1104327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1104348.000000 Penalty: 4482.852539
	Iteration 23Q: 3 clusters Score -1104348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1104366.125000 Penalty: 4482.852539
	Iteration 24Q: 3 clusters Score -1104366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1104385.375000 Penalty: 4482.852539
	Iteration 25Q: 3 clusters Score -1104385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1104404.375000 Penalty: 4482.852539
	Iteration 26Q: 3 clusters Score -1104404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1104420.500000 Penalty: 4482.852539
	Iteration 27Q: 3 clusters Score -1104420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1104430.625000 Penalty: 4482.852539
	Iteration 28Q: 3 clusters Score -1104431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1104440.500000 Penalty: 4482.852539
	Iteration 29Q: 3 clusters Score -1104440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1104449.000000 Penalty: 4482.852539
	Iteration 30Q: 3 clusters Score -1104449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1104457.500000 Penalty: 4482.852539
	Iteration 31Q: 3 clusters Score -1104458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1104470.125000 Penalty: 4482.852539
	Iteration 32Q: 3 clusters Score -1104470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1104477.750000 Penalty: 4482.852539
	Iteration 33Q: 3 clusters Score -1104478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1104488.875000 Penalty: 4482.852539
	Iteration 34Q: 3 clusters Score -1104489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1104501.000000 Penalty: 4482.852539
	Iteration 35Q: 3 clusters Score -1104501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1104517.375000 Penalty: 4482.852539
	Iteration 36Q: 3 clusters Score -1104517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1104532.250000 Penalty: 4482.852539
	Iteration 37Q: 3 clusters Score -1104532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1104539.375000 Penalty: 4482.852539
	Iteration 38Q: 3 clusters Score -1104539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1104544.000000 Penalty: 4482.852539
	Iteration 39Q: 3 clusters Score -1104544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1104554.500000 Penalty: 4482.852539
	Iteration 40F: 3 clusters Score -1104554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1104556.625000 Penalty: 4482.852539
	Iteration 41Q: 3 clusters Score -1104557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1104564.125000 Penalty: 4482.852539
	Iteration 42Q: 3 clusters Score -1104564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1104572.250000 Penalty: 4482.852539
	Iteration 43Q: 3 clusters Score -1104572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1104579.375000 Penalty: 4482.852539
	Iteration 44Q: 3 clusters Score -1104579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1104587.875000 Penalty: 4482.852539
	Iteration 45Q: 3 clusters Score -1104588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1104593.250000 Penalty: 4482.852539
	Iteration 46Q: 3 clusters Score -1104593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1104602.250000 Penalty: 4482.852539
	Iteration 47Q: 3 clusters Score -1104602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1104608.250000 Penalty: 4482.852539
	Iteration 48Q: 3 clusters Score -1104608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1104611.000000 Penalty: 4482.852539
	Iteration 49Q: 3 clusters Score -1104611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1104616.750000 Penalty: 4482.852539
	Iteration 50Q: 3 clusters Score -1104617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1104617.750000 Penalty: 4482.852539
	Iteration 51Q: 3 clusters Score -1104618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1104623.000000 Penalty: 4482.852539
	Iteration 52Q: 3 clusters Score -1104623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1104627.625000 Penalty: 4482.852539
	Iteration 53Q: 3 clusters Score -1104628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1104638.375000 Penalty: 4482.852539
	Iteration 54Q: 3 clusters Score -1104638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1104644.250000 Penalty: 4482.852539
	Iteration 55Q: 3 clusters Score -1104644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1104653.625000 Penalty: 4482.852539
	Iteration 56Q: 3 clusters Score -1104654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1104667.000000 Penalty: 4482.852539
	Iteration 57Q: 3 clusters Score -1104667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1104674.750000 Penalty: 4482.852539
	Iteration 58Q: 3 clusters Score -1104675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1104687.500000 Penalty: 4482.852539
	Iteration 59Q: 3 clusters Score -1104688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1104698.750000 Penalty: 4482.852539
	Iteration 60F: 3 clusters Score -1104699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1104709.750000 Penalty: 4482.852539
	Iteration 61Q: 3 clusters Score -1104710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1104723.500000 Penalty: 4482.852539
	Iteration 62Q: 3 clusters Score -1104724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1104741.500000 Penalty: 4482.852539
	Iteration 63Q: 3 clusters Score -1104742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1104757.750000 Penalty: 4482.852539
	Iteration 64Q: 3 clusters Score -1104758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1104780.250000 Penalty: 4482.852539
	Iteration 65Q: 3 clusters Score -1104780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1104804.750000 Penalty: 4482.852539
	Iteration 66Q: 3 clusters Score -1104805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1104833.375000 Penalty: 4482.852539
	Iteration 67Q: 3 clusters Score -1104833 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1104865.375000 Penalty: 4482.852539
	Iteration 68Q: 3 clusters Score -1104865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1104901.375000 Penalty: 4482.852539
	Iteration 69Q: 3 clusters Score -1104901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1104924.125000 Penalty: 4482.852539
	Iteration 70Q: 3 clusters Score -1104924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1104946.500000 Penalty: 4482.852539
	Iteration 71Q: 3 clusters Score -1104946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1104974.250000 Penalty: 4482.852539
	Iteration 72Q: 3 clusters Score -1104974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1104995.500000 Penalty: 4482.852539
	Iteration 73Q: 3 clusters Score -1104996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1105004.125000 Penalty: 4482.852539
	Iteration 74Q: 3 clusters Score -1105004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1105013.375000 Penalty: 4482.852539
	Iteration 75Q: 3 clusters Score -1105013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1105022.250000 Penalty: 4482.852539
	Iteration 76Q: 3 clusters Score -1105022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1105026.000000 Penalty: 4482.852539
	Iteration 77Q: 3 clusters Score -1105026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1105030.750000 Penalty: 4482.852539
	Iteration 78Q: 3 clusters Score -1105031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1105038.250000 Penalty: 4482.852539
	Iteration 79Q: 3 clusters Score -1105038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1105045.875000 Penalty: 4482.852539
	Iteration 80F: 3 clusters Score -1105046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1105052.875000 Penalty: 4482.852539
	Iteration 81Q: 3 clusters Score -1105053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1105059.000000 Penalty: 4482.852539
	Iteration 82Q: 3 clusters Score -1105059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1105069.250000 Penalty: 4482.852539
	Iteration 83Q: 3 clusters Score -1105069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1105078.250000 Penalty: 4482.852539
	Iteration 84Q: 3 clusters Score -1105078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1105086.375000 Penalty: 4482.852539
	Iteration 85Q: 3 clusters Score -1105086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1105092.375000 Penalty: 4482.852539
	Iteration 86Q: 3 clusters Score -1105092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1105097.125000 Penalty: 4482.852539
	Iteration 87Q: 3 clusters Score -1105097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1105099.750000 Penalty: 4482.852539
	Iteration 88Q: 3 clusters Score -1105100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1105102.750000 Penalty: 4482.852539
	Iteration 89Q: 3 clusters Score -1105103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1105108.375000 Penalty: 4482.852539
	Iteration 90Q: 3 clusters Score -1105108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1105111.750000 Penalty: 4482.852539
	Iteration 91Q: 3 clusters Score -1105112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1105114.750000 Penalty: 4482.852539
	Iteration 92Q: 3 clusters Score -1105115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1105115.125000 Penalty: 4482.852539
	Iteration 93Q: 3 clusters Score -1105115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1105119.750000 Penalty: 4482.852539
	Iteration 94Q: 3 clusters Score -1105120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1105120.875000 Penalty: 4482.852539
	Iteration 95Q: 3 clusters Score -1105121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1105121.250000 Penalty: 4482.852539
	Iteration 96Q: 3 clusters Score -1105121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1105126.625000 Penalty: 4482.852539
	Iteration 97Q: 3 clusters Score -1105127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1105129.875000 Penalty: 4482.852539
	Iteration 98Q: 3 clusters Score -1105130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1105133.125000 Penalty: 4482.852539
	Iteration 99Q: 3 clusters Score -1105133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1105134.500000 Penalty: 4482.852539
	Iteration 100F: 3 clusters Score -1105134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1105137.750000 Penalty: 4482.852539
	Iteration 101Q: 3 clusters Score -1105138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1105140.250000 Penalty: 4482.852539
	Iteration 102Q: 3 clusters Score -1105140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1105140.750000 Penalty: 4482.852539
	Iteration 103Q: 3 clusters Score -1105141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1105140.750000 Penalty: 4482.852539
	Iteration 104Q: 3 clusters Score -1105141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1105141.875000 Penalty: 4482.852539
	Iteration 105Q: 3 clusters Score -1105142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1105143.875000 Penalty: 4482.852539
	Iteration 106Q: 3 clusters Score -1105144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1105144.250000 Penalty: 4482.852539
	Iteration 107Q: 3 clusters Score -1105144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1105144.250000 Penalty: 4482.852539
	Iteration 108F: 3 clusters Score -1105144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Entering Unmasked Estep 
Score: -659011.125000 Penalty: 2119.353516
	Iteration 0F: 2 clusters Score -659011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654415.500000 Penalty: 4238.707031
	Iteration 0F: 3 clusters Score -654415.5 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -655541.750000 Penalty: 4238.707031
	Iteration 1F: 3 clusters Score -655541.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -655791.500000 Penalty: 4238.707031
	Iteration 2F: 3 clusters Score -655791.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -655940.750000 Penalty: 4238.707031
	Iteration 3F: 3 clusters Score -655940.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -656039.312500 Penalty: 4238.707031
	Iteration 4Q: 3 clusters Score -656039.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -656112.562500 Penalty: 4238.707031
	Iteration 5Q: 3 clusters Score -656112.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -656154.125000 Penalty: 4238.707031
	Iteration 6Q: 3 clusters Score -656154.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -656188.750000 Penalty: 4238.707031
	Iteration 7Q: 3 clusters Score -656188.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -656217.437500 Penalty: 4238.707031
	Iteration 8Q: 3 clusters Score -656217.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -656249.687500 Penalty: 4238.707031
	Iteration 9Q: 3 clusters Score -656249.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -656273.750000 Penalty: 4238.707031
	Iteration 10Q: 3 clusters Score -656273.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -656293.875000 Penalty: 4238.707031
	Iteration 11Q: 3 clusters Score -656293.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -656310.250000 Penalty: 4238.707031
	Iteration 12Q: 3 clusters Score -656310.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -656324.000000 Penalty: 4238.707031
	Iteration 13Q: 3 clusters Score -656324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -656331.062500 Penalty: 4238.707031
	Iteration 14Q: 3 clusters Score -656331.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -656337.937500 Penalty: 4238.707031
	Iteration 15Q: 3 clusters Score -656337.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -656342.750000 Penalty: 4238.707031
	Iteration 16Q: 3 clusters Score -656342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -656347.187500 Penalty: 4238.707031
	Iteration 17Q: 3 clusters Score -656347.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -656352.750000 Penalty: 4238.707031
	Iteration 18Q: 3 clusters Score -656352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -656357.812500 Penalty: 4238.707031
	Iteration 19Q: 3 clusters Score -656357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -656364.000000 Penalty: 4238.707031
	Iteration 20F: 3 clusters Score -656364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -656374.125000 Penalty: 4238.707031
	Iteration 21Q: 3 clusters Score -656374.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -656380.687500 Penalty: 4238.707031
	Iteration 22Q: 3 clusters Score -656380.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -656387.625000 Penalty: 4238.707031
	Iteration 23Q: 3 clusters Score -656387.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -656397.437500 Penalty: 4238.707031
	Iteration 24Q: 3 clusters Score -656397.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -656406.375000 Penalty: 4238.707031
	Iteration 25Q: 3 clusters Score -656406.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -656415.250000 Penalty: 4238.707031
	Iteration 26Q: 3 clusters Score -656415.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -656422.625000 Penalty: 4238.707031
	Iteration 27Q: 3 clusters Score -656422.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -656427.062500 Penalty: 4238.707031
	Iteration 28Q: 3 clusters Score -656427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -656435.937500 Penalty: 4238.707031
	Iteration 29Q: 3 clusters Score -656435.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -656442.687500 Penalty: 4238.707031
	Iteration 30Q: 3 clusters Score -656442.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -656447.312500 Penalty: 4238.707031
	Iteration 31Q: 3 clusters Score -656447.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -656450.875000 Penalty: 4238.707031
	Iteration 32Q: 3 clusters Score -656450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -656454.562500 Penalty: 4238.707031
	Iteration 33Q: 3 clusters Score -656454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -656460.937500 Penalty: 4238.707031
	Iteration 34Q: 3 clusters Score -656460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -656468.625000 Penalty: 4238.707031
	Iteration 35Q: 3 clusters Score -656468.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -656474.125000 Penalty: 4238.707031
	Iteration 36Q: 3 clusters Score -656474.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -656480.437500 Penalty: 4238.707031
	Iteration 37Q: 3 clusters Score -656480.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -656487.187500 Penalty: 4238.707031
	Iteration 38Q: 3 clusters Score -656487.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -656489.750000 Penalty: 4238.707031
	Iteration 39Q: 3 clusters Score -656489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -656491.812500 Penalty: 4238.707031
	Iteration 40F: 3 clusters Score -656491.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -656496.125000 Penalty: 4238.707031
	Iteration 41Q: 3 clusters Score -656496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -656497.562500 Penalty: 4238.707031
	Iteration 42Q: 3 clusters Score -656497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -656498.625000 Penalty: 4238.707031
	Iteration 43Q: 3 clusters Score -656498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -656500.375000 Penalty: 4238.707031
	Iteration 44Q: 3 clusters Score -656500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -656503.562500 Penalty: 4238.707031
	Iteration 45Q: 3 clusters Score -656503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -656505.750000 Penalty: 4238.707031
	Iteration 46Q: 3 clusters Score -656505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -656507.437500 Penalty: 4238.707031
	Iteration 47Q: 3 clusters Score -656507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -656508.375000 Penalty: 4238.707031
	Iteration 48Q: 3 clusters Score -656508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -656507.750000 Penalty: 4238.707031
	Iteration 49Q: 3 clusters Score -656507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -656509.812500 Penalty: 4238.707031
	Iteration 50Q: 3 clusters Score -656509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -656511.125000 Penalty: 4238.707031
	Iteration 51Q: 3 clusters Score -656511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -656512.312500 Penalty: 4238.707031
	Iteration 52Q: 3 clusters Score -656512.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -656514.750000 Penalty: 4238.707031
	Iteration 53Q: 3 clusters Score -656514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -656515.062500 Penalty: 4238.707031
	Iteration 54Q: 3 clusters Score -656515.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -656516.312500 Penalty: 4238.707031
	Iteration 55Q: 3 clusters Score -656516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -656520.312500 Penalty: 4238.707031
	Iteration 56Q: 3 clusters Score -656520.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -656524.625000 Penalty: 4238.707031
	Iteration 57Q: 3 clusters Score -656524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -656526.750000 Penalty: 4238.707031
	Iteration 58Q: 3 clusters Score -656526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -656530.375000 Penalty: 4238.707031
	Iteration 59Q: 3 clusters Score -656530.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -656536.312500 Penalty: 4238.707031
	Iteration 60F: 3 clusters Score -656536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -656541.062500 Penalty: 4238.707031
	Iteration 61Q: 3 clusters Score -656541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -656543.562500 Penalty: 4238.707031
	Iteration 62Q: 3 clusters Score -656543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -656549.250000 Penalty: 4238.707031
	Iteration 63Q: 3 clusters Score -656549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -656549.250000 Penalty: 4238.707031
	Iteration 64Q: 3 clusters Score -656549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -656553.687500 Penalty: 4238.707031
	Iteration 65Q: 3 clusters Score -656553.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -656556.875000 Penalty: 4238.707031
	Iteration 66Q: 3 clusters Score -656556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -656560.750000 Penalty: 4238.707031
	Iteration 67Q: 3 clusters Score -656560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -656564.062500 Penalty: 4238.707031
	Iteration 68Q: 3 clusters Score -656564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -656570.250000 Penalty: 4238.707031
	Iteration 69Q: 3 clusters Score -656570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -656578.062500 Penalty: 4238.707031
	Iteration 70Q: 3 clusters Score -656578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -656589.875000 Penalty: 4238.707031
	Iteration 71Q: 3 clusters Score -656589.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -656599.062500 Penalty: 4238.707031
	Iteration 72Q: 3 clusters Score -656599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -656607.812500 Penalty: 4238.707031
	Iteration 73Q: 3 clusters Score -656607.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -656618.187500 Penalty: 4238.707031
	Iteration 74Q: 3 clusters Score -656618.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -656623.250000 Penalty: 4238.707031
	Iteration 75Q: 3 clusters Score -656623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -656625.812500 Penalty: 4238.707031
	Iteration 76Q: 3 clusters Score -656625.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -656629.750000 Penalty: 4238.707031
	Iteration 77Q: 3 clusters Score -656629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -656635.000000 Penalty: 4238.707031
	Iteration 78Q: 3 clusters Score -656635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -656636.875000 Penalty: 4238.707031
	Iteration 79Q: 3 clusters Score -656636.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -656641.312500 Penalty: 4238.707031
	Iteration 80F: 3 clusters Score -656641.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -656645.500000 Penalty: 4238.707031
	Iteration 81Q: 3 clusters Score -656645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -656652.125000 Penalty: 4238.707031
	Iteration 82Q: 3 clusters Score -656652.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -656661.625000 Penalty: 4238.707031
	Iteration 83Q: 3 clusters Score -656661.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -656669.812500 Penalty: 4238.707031
	Iteration 84Q: 3 clusters Score -656669.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -656676.625000 Penalty: 4238.707031
	Iteration 85Q: 3 clusters Score -656676.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -656682.062500 Penalty: 4238.707031
	Iteration 86Q: 3 clusters Score -656682.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -656688.312500 Penalty: 4238.707031
	Iteration 87Q: 3 clusters Score -656688.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -656696.375000 Penalty: 4238.707031
	Iteration 88Q: 3 clusters Score -656696.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -656705.812500 Penalty: 4238.707031
	Iteration 89Q: 3 clusters Score -656705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -656713.875000 Penalty: 4238.707031
	Iteration 90Q: 3 clusters Score -656713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -656721.125000 Penalty: 4238.707031
	Iteration 91Q: 3 clusters Score -656721.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -656732.000000 Penalty: 4238.707031
	Iteration 92Q: 3 clusters Score -656732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -656744.625000 Penalty: 4238.707031
	Iteration 93Q: 3 clusters Score -656744.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -656760.375000 Penalty: 4238.707031
	Iteration 94Q: 3 clusters Score -656760.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -656776.125000 Penalty: 4238.707031
	Iteration 95Q: 3 clusters Score -656776.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -656799.937500 Penalty: 4238.707031
	Iteration 96Q: 3 clusters Score -656799.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -656827.687500 Penalty: 4238.707031
	Iteration 97Q: 3 clusters Score -656827.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -656859.062500 Penalty: 4238.707031
	Iteration 98Q: 3 clusters Score -656859.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -656894.312500 Penalty: 4238.707031
	Iteration 99Q: 3 clusters Score -656894.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -656936.250000 Penalty: 4238.707031
	Iteration 100F: 3 clusters Score -656936.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -656978.750000 Penalty: 4238.707031
	Iteration 101Q: 3 clusters Score -656978.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -657017.437500 Penalty: 4238.707031
	Iteration 102Q: 3 clusters Score -657017.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -657051.562500 Penalty: 4238.707031
	Iteration 103Q: 3 clusters Score -657051.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -657085.500000 Penalty: 4238.707031
	Iteration 104Q: 3 clusters Score -657085.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -657117.250000 Penalty: 4238.707031
	Iteration 105Q: 3 clusters Score -657117.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -657137.375000 Penalty: 4238.707031
	Iteration 106Q: 3 clusters Score -657137.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -657150.437500 Penalty: 4238.707031
	Iteration 107Q: 3 clusters Score -657150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -657164.187500 Penalty: 4238.707031
	Iteration 108Q: 3 clusters Score -657164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -657170.875000 Penalty: 4238.707031
	Iteration 109Q: 3 clusters Score -657170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -657178.437500 Penalty: 4238.707031
	Iteration 110Q: 3 clusters Score -657178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -657188.500000 Penalty: 4238.707031
	Iteration 111Q: 3 clusters Score -657188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -657201.250000 Penalty: 4238.707031
	Iteration 112Q: 3 clusters Score -657201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -657206.375000 Penalty: 4238.707031
	Iteration 113Q: 3 clusters Score -657206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -657214.062500 Penalty: 4238.707031
	Iteration 114Q: 3 clusters Score -657214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -657219.250000 Penalty: 4238.707031
	Iteration 115Q: 3 clusters Score -657219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -657223.937500 Penalty: 4238.707031
	Iteration 116Q: 3 clusters Score -657223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -657229.437500 Penalty: 4238.707031
	Iteration 117Q: 3 clusters Score -657229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -657233.750000 Penalty: 4238.707031
	Iteration 118Q: 3 clusters Score -657233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -657240.000000 Penalty: 4238.707031
	Iteration 119Q: 3 clusters Score -657240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -657241.625000 Penalty: 4238.707031
	Iteration 120F: 3 clusters Score -657241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -657244.187500 Penalty: 4238.707031
	Iteration 121Q: 3 clusters Score -657244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -657246.062500 Penalty: 4238.707031
	Iteration 122Q: 3 clusters Score -657246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -657247.687500 Penalty: 4238.707031
	Iteration 123Q: 3 clusters Score -657247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -657247.687500 Penalty: 4238.707031
	Iteration 124F: 3 clusters Score -657247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -890461.500000 Penalty: 2204.377441
	Iteration 0F: 2 clusters Score -890461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -884533.312500 Penalty: 4408.754883
	Iteration 0F: 3 clusters Score -884533.3 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -886174.437500 Penalty: 4408.754883
	Iteration 1F: 3 clusters Score -886174.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -886482.625000 Penalty: 4408.754883
	Iteration 2F: 3 clusters Score -886482.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -886736.500000 Penalty: 4408.754883
	Iteration 3F: 3 clusters Score -886736.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -887004.000000 Penalty: 4408.754883
	Iteration 4F: 3 clusters Score -887004 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -887287.875000 Penalty: 4408.754883
	Iteration 5F: 3 clusters Score -887287.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -887595.125000 Penalty: 4408.754883
	Iteration 6F: 3 clusters Score -887595.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -887890.812500 Penalty: 4408.754883
	Iteration 7Q: 3 clusters Score -887890.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -888161.062500 Penalty: 4408.754883
	Iteration 8Q: 3 clusters Score -888161.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -888376.250000 Penalty: 4408.754883
	Iteration 9Q: 3 clusters Score -888376.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -888546.250000 Penalty: 4408.754883
	Iteration 10Q: 3 clusters Score -888546.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -888674.125000 Penalty: 4408.754883
	Iteration 11Q: 3 clusters Score -888674.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -888771.625000 Penalty: 4408.754883
	Iteration 12Q: 3 clusters Score -888771.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -888831.562500 Penalty: 4408.754883
	Iteration 13Q: 3 clusters Score -888831.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -888872.312500 Penalty: 4408.754883
	Iteration 14Q: 3 clusters Score -888872.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -888897.625000 Penalty: 4408.754883
	Iteration 15Q: 3 clusters Score -888897.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -888922.000000 Penalty: 4408.754883
	Iteration 16Q: 3 clusters Score -888922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -888944.875000 Penalty: 4408.754883
	Iteration 17Q: 3 clusters Score -888944.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -888958.312500 Penalty: 4408.754883
	Iteration 18Q: 3 clusters Score -888958.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -888969.250000 Penalty: 4408.754883
	Iteration 19Q: 3 clusters Score -888969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -888973.312500 Penalty: 4408.754883
	Iteration 20F: 3 clusters Score -888973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -888976.062500 Penalty: 4408.754883
	Iteration 21Q: 3 clusters Score -888976.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -888979.937500 Penalty: 4408.754883
	Iteration 22Q: 3 clusters Score -888979.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -888985.750000 Penalty: 4408.754883
	Iteration 23Q: 3 clusters Score -888985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -888985.687500 Penalty: 4408.754883
	Iteration 24Q: 3 clusters Score -888985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -888986.125000 Penalty: 4408.754883
	Iteration 25Q: 3 clusters Score -888986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -888987.562500 Penalty: 4408.754883
	Iteration 26Q: 3 clusters Score -888987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -888987.562500 Penalty: 4408.754883
	Iteration 27F: 3 clusters Score -888987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162498 members 
Entering Unmasked Estep 
Score: -21285532.000000 Penalty: 2975.608398
	Iteration 0F: 2 clusters Score -2.128553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -21177772.000000 Penalty: 5951.216797
	Iteration 0F: 3 clusters Score -2.117777e+07 nChanged 77434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -21221690.000000 Penalty: 5951.216797
	Iteration 1F: 3 clusters Score -2.122169e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -21222792.000000 Penalty: 5951.216797
	Iteration 2Q: 3 clusters Score -2.122279e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -21224528.000000 Penalty: 5951.216797
	Iteration 3Q: 3 clusters Score -2.122453e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -21227592.000000 Penalty: 5951.216797
	Iteration 4Q: 3 clusters Score -2.122759e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -21232704.000000 Penalty: 5951.216797
	Iteration 5F: 3 clusters Score -2.12327e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -21240758.000000 Penalty: 5951.216797
	Iteration 6F: 3 clusters Score -2.124076e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -21252442.000000 Penalty: 5951.216797
	Iteration 7F: 3 clusters Score -2.125244e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -21264754.000000 Penalty: 5951.216797
	Iteration 8F: 3 clusters Score -2.126475e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150767 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -21274148.000000 Penalty: 5951.216797
	Iteration 9F: 3 clusters Score -2.127415e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155800 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -21278986.000000 Penalty: 5951.216797
	Iteration 10Q: 3 clusters Score -2.127899e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -21281492.000000 Penalty: 5951.216797
	Iteration 11Q: 3 clusters Score -2.128149e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21282614.000000 Penalty: 5951.216797
	Iteration 12Q: 3 clusters Score -2.128261e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -21283146.000000 Penalty: 5951.216797
	Iteration 13Q: 3 clusters Score -2.128315e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21283486.000000 Penalty: 5951.216797
	Iteration 14Q: 3 clusters Score -2.128349e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -21283612.000000 Penalty: 5951.216797
	Iteration 15Q: 3 clusters Score -2.128361e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159809 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -21283738.000000 Penalty: 5951.216797
	Iteration 16Q: 3 clusters Score -2.128374e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159877 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21283822.000000 Penalty: 5951.216797
	Iteration 17Q: 3 clusters Score -2.128382e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -21283858.000000 Penalty: 5951.216797
	Iteration 18Q: 3 clusters Score -2.128386e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -21283854.000000 Penalty: 5951.216797
	Iteration 19Q: 3 clusters Score -2.128385e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159943 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21283890.000000 Penalty: 5951.216797
	Iteration 20F: 3 clusters Score -2.128389e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21283904.000000 Penalty: 5951.216797
	Iteration 21Q: 3 clusters Score -2.12839e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -21283920.000000 Penalty: 5951.216797
	Iteration 22Q: 3 clusters Score -2.128392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159973 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21283924.000000 Penalty: 5951.216797
	Iteration 23Q: 3 clusters Score -2.128392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21283938.000000 Penalty: 5951.216797
	Iteration 24Q: 3 clusters Score -2.128394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21283948.000000 Penalty: 5951.216797
	Iteration 25Q: 3 clusters Score -2.128395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159985 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -21283956.000000 Penalty: 5951.216797
	Iteration 26Q: 3 clusters Score -2.128396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -21283968.000000 Penalty: 5951.216797
	Iteration 27Q: 3 clusters Score -2.128397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160001 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21283956.000000 Penalty: 5951.216797
	Iteration 28Q: 3 clusters Score -2.128396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21283956.000000 Penalty: 5951.216797
	Iteration 29Q: 3 clusters Score -2.128396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21283966.000000 Penalty: 5951.216797
	Iteration 30Q: 3 clusters Score -2.128397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21283964.000000 Penalty: 5951.216797
	Iteration 31Q: 3 clusters Score -2.128396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21283958.000000 Penalty: 5951.216797
	Iteration 32Q: 3 clusters Score -2.128396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -21283952.000000 Penalty: 5951.216797
	Iteration 33Q: 3 clusters Score -2.128395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21283956.000000 Penalty: 5951.216797
	Iteration 34Q: 3 clusters Score -2.128396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21283946.000000 Penalty: 5951.216797
	Iteration 35Q: 3 clusters Score -2.128395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21283946.000000 Penalty: 5951.216797
	Iteration 36F: 3 clusters Score -2.128395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Entering Unmasked Estep 
Score: -1638456.250000 Penalty: 2363.591553
	Iteration 0F: 2 clusters Score -1638456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1628461.000000 Penalty: 4727.183105
	Iteration 0F: 3 clusters Score -1628461 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1632010.250000 Penalty: 4727.183105
	Iteration 1F: 3 clusters Score -1632010 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1632746.000000 Penalty: 4727.183105
	Iteration 2F: 3 clusters Score -1632746 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1633461.625000 Penalty: 4727.183105
	Iteration 3F: 3 clusters Score -1633462 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1634059.375000 Penalty: 4727.183105
	Iteration 4F: 3 clusters Score -1634059 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1634505.500000 Penalty: 4727.183105
	Iteration 5F: 3 clusters Score -1634506 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1634816.625000 Penalty: 4727.183105
	Iteration 6Q: 3 clusters Score -1634817 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1635040.500000 Penalty: 4727.183105
	Iteration 7Q: 3 clusters Score -1635040 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1635213.875000 Penalty: 4727.183105
	Iteration 8Q: 3 clusters Score -1635214 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1635341.625000 Penalty: 4727.183105
	Iteration 9Q: 3 clusters Score -1635342 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1635437.750000 Penalty: 4727.183105
	Iteration 10Q: 3 clusters Score -1635438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1635524.000000 Penalty: 4727.183105
	Iteration 11Q: 3 clusters Score -1635524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1635615.375000 Penalty: 4727.183105
	Iteration 12Q: 3 clusters Score -1635615 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1635703.375000 Penalty: 4727.183105
	Iteration 13Q: 3 clusters Score -1635703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1635781.125000 Penalty: 4727.183105
	Iteration 14Q: 3 clusters Score -1635781 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1635858.250000 Penalty: 4727.183105
	Iteration 15Q: 3 clusters Score -1635858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1635915.125000 Penalty: 4727.183105
	Iteration 16Q: 3 clusters Score -1635915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1635967.125000 Penalty: 4727.183105
	Iteration 17Q: 3 clusters Score -1635967 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1636022.750000 Penalty: 4727.183105
	Iteration 18Q: 3 clusters Score -1636023 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1636072.500000 Penalty: 4727.183105
	Iteration 19Q: 3 clusters Score -1636072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1636103.375000 Penalty: 4727.183105
	Iteration 20F: 3 clusters Score -1636103 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1636141.250000 Penalty: 4727.183105
	Iteration 21Q: 3 clusters Score -1636141 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1636167.000000 Penalty: 4727.183105
	Iteration 22Q: 3 clusters Score -1636167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1636193.375000 Penalty: 4727.183105
	Iteration 23Q: 3 clusters Score -1636193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1636210.625000 Penalty: 4727.183105
	Iteration 24Q: 3 clusters Score -1636211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1636232.500000 Penalty: 4727.183105
	Iteration 25Q: 3 clusters Score -1636232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1636248.125000 Penalty: 4727.183105
	Iteration 26Q: 3 clusters Score -1636248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1636262.875000 Penalty: 4727.183105
	Iteration 27Q: 3 clusters Score -1636263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1636277.125000 Penalty: 4727.183105
	Iteration 28Q: 3 clusters Score -1636277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1636287.375000 Penalty: 4727.183105
	Iteration 29Q: 3 clusters Score -1636287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1636302.750000 Penalty: 4727.183105
	Iteration 30Q: 3 clusters Score -1636303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1636312.625000 Penalty: 4727.183105
	Iteration 31Q: 3 clusters Score -1636313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1636325.375000 Penalty: 4727.183105
	Iteration 32Q: 3 clusters Score -1636325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1636335.625000 Penalty: 4727.183105
	Iteration 33Q: 3 clusters Score -1636336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1636347.250000 Penalty: 4727.183105
	Iteration 34Q: 3 clusters Score -1636347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1636364.500000 Penalty: 4727.183105
	Iteration 35Q: 3 clusters Score -1636364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1636383.000000 Penalty: 4727.183105
	Iteration 36Q: 3 clusters Score -1636383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1636389.375000 Penalty: 4727.183105
	Iteration 37Q: 3 clusters Score -1636389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1636399.375000 Penalty: 4727.183105
	Iteration 38Q: 3 clusters Score -1636399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1636406.125000 Penalty: 4727.183105
	Iteration 39Q: 3 clusters Score -1636406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1636409.500000 Penalty: 4727.183105
	Iteration 40F: 3 clusters Score -1636410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1636417.250000 Penalty: 4727.183105
	Iteration 41Q: 3 clusters Score -1636417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1636428.750000 Penalty: 4727.183105
	Iteration 42Q: 3 clusters Score -1636429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1636442.125000 Penalty: 4727.183105
	Iteration 43Q: 3 clusters Score -1636442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1636453.000000 Penalty: 4727.183105
	Iteration 44Q: 3 clusters Score -1636453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1636456.000000 Penalty: 4727.183105
	Iteration 45Q: 3 clusters Score -1636456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1636461.625000 Penalty: 4727.183105
	Iteration 46Q: 3 clusters Score -1636462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1636463.500000 Penalty: 4727.183105
	Iteration 47Q: 3 clusters Score -1636464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1636469.625000 Penalty: 4727.183105
	Iteration 48Q: 3 clusters Score -1636470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1636472.000000 Penalty: 4727.183105
	Iteration 49Q: 3 clusters Score -1636472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1636477.125000 Penalty: 4727.183105
	Iteration 50Q: 3 clusters Score -1636477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1636483.625000 Penalty: 4727.183105
	Iteration 51Q: 3 clusters Score -1636484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1636486.000000 Penalty: 4727.183105
	Iteration 52Q: 3 clusters Score -1636486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1636482.375000 Penalty: 4727.183105
	Iteration 53Q: 3 clusters Score -1636482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1636491.125000 Penalty: 4727.183105
	Iteration 54Q: 3 clusters Score -1636491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1636496.625000 Penalty: 4727.183105
	Iteration 55Q: 3 clusters Score -1636497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1636504.875000 Penalty: 4727.183105
	Iteration 56Q: 3 clusters Score -1636505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1636511.500000 Penalty: 4727.183105
	Iteration 57Q: 3 clusters Score -1636512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1636514.750000 Penalty: 4727.183105
	Iteration 58Q: 3 clusters Score -1636515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1636517.500000 Penalty: 4727.183105
	Iteration 59Q: 3 clusters Score -1636518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1636517.875000 Penalty: 4727.183105
	Iteration 60F: 3 clusters Score -1636518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1636523.375000 Penalty: 4727.183105
	Iteration 61Q: 3 clusters Score -1636523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1636521.250000 Penalty: 4727.183105
	Iteration 62Q: 3 clusters Score -1636521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1636532.625000 Penalty: 4727.183105
	Iteration 63Q: 3 clusters Score -1636533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1636534.375000 Penalty: 4727.183105
	Iteration 64Q: 3 clusters Score -1636534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1636539.875000 Penalty: 4727.183105
	Iteration 65Q: 3 clusters Score -1636540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1636537.125000 Penalty: 4727.183105
	Iteration 66Q: 3 clusters Score -1636537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1636540.500000 Penalty: 4727.183105
	Iteration 67Q: 3 clusters Score -1636540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1636540.000000 Penalty: 4727.183105
	Iteration 68Q: 3 clusters Score -1636540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1636543.375000 Penalty: 4727.183105
	Iteration 69Q: 3 clusters Score -1636543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1636545.500000 Penalty: 4727.183105
	Iteration 70Q: 3 clusters Score -1636546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1636545.000000 Penalty: 4727.183105
	Iteration 71Q: 3 clusters Score -1636545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1636548.250000 Penalty: 4727.183105
	Iteration 72Q: 3 clusters Score -1636548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1636548.500000 Penalty: 4727.183105
	Iteration 73Q: 3 clusters Score -1636548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1636549.500000 Penalty: 4727.183105
	Iteration 74Q: 3 clusters Score -1636550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1636550.625000 Penalty: 4727.183105
	Iteration 75Q: 3 clusters Score -1636551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1636551.375000 Penalty: 4727.183105
	Iteration 76Q: 3 clusters Score -1636551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1636551.375000 Penalty: 4727.183105
	Iteration 77F: 3 clusters Score -1636551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Entering Unmasked Estep 
Score: -2681796.750000 Penalty: 2468.200195
	Iteration 0F: 2 clusters Score -2681797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2667080.250000 Penalty: 4936.400391
	Iteration 0F: 3 clusters Score -2667080 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2672373.250000 Penalty: 4936.400391
	Iteration 1F: 3 clusters Score -2672373 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2673036.250000 Penalty: 4936.400391
	Iteration 2F: 3 clusters Score -2673036 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2673788.000000 Penalty: 4936.400391
	Iteration 3F: 3 clusters Score -2673788 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2674666.750000 Penalty: 4936.400391
	Iteration 4F: 3 clusters Score -2674667 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2675947.750000 Penalty: 4936.400391
	Iteration 5F: 3 clusters Score -2675948 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2677701.000000 Penalty: 4936.400391
	Iteration 6F: 3 clusters Score -2677701 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2679275.500000 Penalty: 4936.400391
	Iteration 7F: 3 clusters Score -2679276 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2680193.000000 Penalty: 4936.400391
	Iteration 8F: 3 clusters Score -2680193 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2680756.250000 Penalty: 4936.400391
	Iteration 9Q: 3 clusters Score -2680756 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2681223.500000 Penalty: 4936.400391
	Iteration 10Q: 3 clusters Score -2681224 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2681573.500000 Penalty: 4936.400391
	Iteration 11Q: 3 clusters Score -2681574 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2681818.500000 Penalty: 4936.400391
	Iteration 12Q: 3 clusters Score -2681818 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2681992.750000 Penalty: 4936.400391
	Iteration 13Q: 3 clusters Score -2681993 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2682092.500000 Penalty: 4936.400391
	Iteration 14Q: 3 clusters Score -2682092 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2682166.500000 Penalty: 4936.400391
	Iteration 15Q: 3 clusters Score -2682166 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2682235.250000 Penalty: 4936.400391
	Iteration 16Q: 3 clusters Score -2682235 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2682287.500000 Penalty: 4936.400391
	Iteration 17Q: 3 clusters Score -2682288 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2682330.000000 Penalty: 4936.400391
	Iteration 18Q: 3 clusters Score -2682330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2682362.000000 Penalty: 4936.400391
	Iteration 19Q: 3 clusters Score -2682362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2682390.000000 Penalty: 4936.400391
	Iteration 20F: 3 clusters Score -2682390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2682419.250000 Penalty: 4936.400391
	Iteration 21Q: 3 clusters Score -2682419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2682435.500000 Penalty: 4936.400391
	Iteration 22Q: 3 clusters Score -2682436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2682447.000000 Penalty: 4936.400391
	Iteration 23Q: 3 clusters Score -2682447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2682473.000000 Penalty: 4936.400391
	Iteration 24Q: 3 clusters Score -2682473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2682478.250000 Penalty: 4936.400391
	Iteration 25Q: 3 clusters Score -2682478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2682481.250000 Penalty: 4936.400391
	Iteration 26Q: 3 clusters Score -2682481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2682492.750000 Penalty: 4936.400391
	Iteration 27Q: 3 clusters Score -2682493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2682512.000000 Penalty: 4936.400391
	Iteration 28Q: 3 clusters Score -2682512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2682524.750000 Penalty: 4936.400391
	Iteration 29Q: 3 clusters Score -2682525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2682529.000000 Penalty: 4936.400391
	Iteration 30Q: 3 clusters Score -2682529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2682541.000000 Penalty: 4936.400391
	Iteration 31Q: 3 clusters Score -2682541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2682540.000000 Penalty: 4936.400391
	Iteration 32Q: 3 clusters Score -2682540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2682538.000000 Penalty: 4936.400391
	Iteration 33Q: 3 clusters Score -2682538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2682535.000000 Penalty: 4936.400391
	Iteration 34Q: 3 clusters Score -2682535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2682537.250000 Penalty: 4936.400391
	Iteration 35Q: 3 clusters Score -2682537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2682535.000000 Penalty: 4936.400391
	Iteration 36Q: 3 clusters Score -2682535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2682537.250000 Penalty: 4936.400391
	Iteration 37Q: 3 clusters Score -2682537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2682538.000000 Penalty: 4936.400391
	Iteration 38Q: 3 clusters Score -2682538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2682543.000000 Penalty: 4936.400391
	Iteration 39Q: 3 clusters Score -2682543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2682542.000000 Penalty: 4936.400391
	Iteration 40F: 3 clusters Score -2682542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2682545.750000 Penalty: 4936.400391
	Iteration 41Q: 3 clusters Score -2682546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2682547.250000 Penalty: 4936.400391
	Iteration 42Q: 3 clusters Score -2682547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2682541.000000 Penalty: 4936.400391
	Iteration 43Q: 3 clusters Score -2682541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2682545.500000 Penalty: 4936.400391
	Iteration 44Q: 3 clusters Score -2682546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2682550.750000 Penalty: 4936.400391
	Iteration 45Q: 3 clusters Score -2682551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2682552.500000 Penalty: 4936.400391
	Iteration 46Q: 3 clusters Score -2682552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2682553.750000 Penalty: 4936.400391
	Iteration 47Q: 3 clusters Score -2682554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2682555.000000 Penalty: 4936.400391
	Iteration 48Q: 3 clusters Score -2682555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2682555.000000 Penalty: 4936.400391
	Iteration 49F: 3 clusters Score -2682555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 619 members 
Mstep: Class 38 contains 1687 members 
Mstep: Class 39 contains 2439 members 
Mstep: Class 40 contains 15693 members 
Entering Unmasked Estep 
Score: -111249560.000000 Penalty: 135810.375000
Splitting cluster 22 changes total score from -111246704.000000 to -111249560.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -844591.625000 Penalty: 2181.642090
	Iteration 0F: 2 clusters Score -844591.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -839044.437500 Penalty: 4363.284180
	Iteration 0F: 3 clusters Score -839044.4 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -840519.375000 Penalty: 4363.284180
	Iteration 1F: 3 clusters Score -840519.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -840795.312500 Penalty: 4363.284180
	Iteration 2F: 3 clusters Score -840795.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -841021.375000 Penalty: 4363.284180
	Iteration 3F: 3 clusters Score -841021.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -841293.062500 Penalty: 4363.284180
	Iteration 4F: 3 clusters Score -841293.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -841612.750000 Penalty: 4363.284180
	Iteration 5F: 3 clusters Score -841612.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -841961.375000 Penalty: 4363.284180
	Iteration 6F: 3 clusters Score -841961.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -842269.875000 Penalty: 4363.284180
	Iteration 7F: 3 clusters Score -842269.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -842481.625000 Penalty: 4363.284180
	Iteration 8Q: 3 clusters Score -842481.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -842642.312500 Penalty: 4363.284180
	Iteration 9Q: 3 clusters Score -842642.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -842730.750000 Penalty: 4363.284180
	Iteration 10Q: 3 clusters Score -842730.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -842800.250000 Penalty: 4363.284180
	Iteration 11Q: 3 clusters Score -842800.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -842852.625000 Penalty: 4363.284180
	Iteration 12Q: 3 clusters Score -842852.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -842897.125000 Penalty: 4363.284180
	Iteration 13Q: 3 clusters Score -842897.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -842926.562500 Penalty: 4363.284180
	Iteration 14Q: 3 clusters Score -842926.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -842955.375000 Penalty: 4363.284180
	Iteration 15Q: 3 clusters Score -842955.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -842977.875000 Penalty: 4363.284180
	Iteration 16Q: 3 clusters Score -842977.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -842995.187500 Penalty: 4363.284180
	Iteration 17Q: 3 clusters Score -842995.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -843008.312500 Penalty: 4363.284180
	Iteration 18Q: 3 clusters Score -843008.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -843020.312500 Penalty: 4363.284180
	Iteration 19Q: 3 clusters Score -843020.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -843038.000000 Penalty: 4363.284180
	Iteration 20F: 3 clusters Score -843038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -843050.750000 Penalty: 4363.284180
	Iteration 21Q: 3 clusters Score -843050.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -843062.875000 Penalty: 4363.284180
	Iteration 22Q: 3 clusters Score -843062.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -843074.812500 Penalty: 4363.284180
	Iteration 23Q: 3 clusters Score -843074.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -843086.812500 Penalty: 4363.284180
	Iteration 24Q: 3 clusters Score -843086.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -843092.750000 Penalty: 4363.284180
	Iteration 25Q: 3 clusters Score -843092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -843100.125000 Penalty: 4363.284180
	Iteration 26Q: 3 clusters Score -843100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -843103.187500 Penalty: 4363.284180
	Iteration 27Q: 3 clusters Score -843103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -843104.875000 Penalty: 4363.284180
	Iteration 28Q: 3 clusters Score -843104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -843108.000000 Penalty: 4363.284180
	Iteration 29Q: 3 clusters Score -843108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -843108.750000 Penalty: 4363.284180
	Iteration 30Q: 3 clusters Score -843108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -843110.562500 Penalty: 4363.284180
	Iteration 31Q: 3 clusters Score -843110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -843112.875000 Penalty: 4363.284180
	Iteration 32Q: 3 clusters Score -843112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -843111.125000 Penalty: 4363.284180
	Iteration 33Q: 3 clusters Score -843111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -843111.125000 Penalty: 4363.284180
	Iteration 34F: 3 clusters Score -843111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -1027298.562500 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -1027299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1020667.687500 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -1020668 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1022534.562500 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -1022535 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1022951.500000 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -1022952 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1023370.250000 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -1023370 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1023793.250000 Penalty: 4474.473145
	Iteration 4F: 3 clusters Score -1023793 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1024260.437500 Penalty: 4474.473145
	Iteration 5F: 3 clusters Score -1024260 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1024765.875000 Penalty: 4474.473145
	Iteration 6F: 3 clusters Score -1024766 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1025297.937500 Penalty: 4474.473145
	Iteration 7F: 3 clusters Score -1025298 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1025859.687500 Penalty: 4474.473145
	Iteration 8F: 3 clusters Score -1025860 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1026322.250000 Penalty: 4474.473145
	Iteration 9Q: 3 clusters Score -1026322 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1026592.937500 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -1026593 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1026692.312500 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -1026692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1026732.750000 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -1026733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1026757.250000 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -1026757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1026768.562500 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -1026769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1026776.500000 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -1026776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1026777.812500 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -1026778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1026780.187500 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -1026780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1026786.062500 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -1026786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1026789.250000 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -1026789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1026790.875000 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -1026791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1026793.687500 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -1026794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1026794.437500 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -1026794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1026799.000000 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -1026799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1026800.437500 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -1026800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1026800.437500 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -1026800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1026801.000000 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -1026801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1026801.187500 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -1026801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1026801.187500 Penalty: 4474.473145
	Iteration 28F: 3 clusters Score -1026801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -549758.125000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -549758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -545610.625000 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -545610.6 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -546698.750000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -546698.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -547045.062500 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -547045.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -547308.125000 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -547308.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -547565.625000 Penalty: 4164.940430
	Iteration 4F: 3 clusters Score -547565.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -547754.687500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -547754.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -547891.812500 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -547891.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -548025.312500 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -548025.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -548134.062500 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -548134.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -548200.750000 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -548200.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -548240.812500 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -548240.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -548278.687500 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -548278.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -548311.125000 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -548311.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -548337.062500 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -548337.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -548353.812500 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -548353.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -548376.125000 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -548376.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -548389.562500 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -548389.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -548400.062500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -548400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -548407.812500 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -548407.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -548413.875000 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -548413.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -548418.312500 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -548418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -548420.937500 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -548420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -548423.625000 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -548423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -548424.375000 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -548424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -548426.500000 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -548426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -548429.000000 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -548429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -548433.250000 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -548433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -548439.687500 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -548439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -548443.437500 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -548443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -548447.750000 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -548447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -548452.125000 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -548452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -548456.750000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -548456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -548459.437500 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -548459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -548460.375000 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -548460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -548461.375000 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -548461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -548462.500000 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -548462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -548463.312500 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -548463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -548463.312500 Penalty: 4164.940430
	Iteration 37F: 3 clusters Score -548463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -300570.156250 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -300570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -297705.656250 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -297705.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -298899.000000 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -298899 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -299771.062500 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -299771.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -300624.937500 Penalty: 3886.054932
	Iteration 3F: 3 clusters Score -300624.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -301371.375000 Penalty: 3886.054932
	Iteration 4F: 3 clusters Score -301371.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -301952.468750 Penalty: 3886.054932
	Iteration 5F: 3 clusters Score -301952.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -302347.218750 Penalty: 3886.054932
	Iteration 6F: 3 clusters Score -302347.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -302558.812500 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -302558.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -302663.500000 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -302663.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -302808.656250 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -302808.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -303315.843750 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -303315.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -303422.812500 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -303422.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -303455.562500 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -303455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -303460.593750 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -303460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -303463.812500 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -303463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303464.125000 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -303464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -303464.718750 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -303464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -303464.718750 Penalty: 3886.054932
	Iteration 17F: 3 clusters Score -303464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 619 members 
Mstep: Class 38 contains 1687 members 
Mstep: Class 39 contains 2439 members 
Mstep: Class 40 contains 15693 members 
Mstep: Class 41 contains 1635 members 
Entering Unmasked Estep 
Score: -111250800.000000 Penalty: 139205.625000
Splitting cluster 26 changes total score from -111246704.000000 to -111250800.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -233961.796875 Penalty: 1903.765503
	Iteration 0F: 2 clusters Score -233961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -231383.000000 Penalty: 3807.531006
	Iteration 0F: 3 clusters Score -231383 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232680.328125 Penalty: 3807.531006
	Iteration 1F: 3 clusters Score -232680.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -233289.421875 Penalty: 3807.531006
	Iteration 2F: 3 clusters Score -233289.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233547.875000 Penalty: 3807.531006
	Iteration 3F: 3 clusters Score -233547.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -233644.375000 Penalty: 3807.531006
	Iteration 4Q: 3 clusters Score -233644.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -233698.828125 Penalty: 3807.531006
	Iteration 5Q: 3 clusters Score -233698.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -233739.984375 Penalty: 3807.531006
	Iteration 6Q: 3 clusters Score -233740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -233794.046875 Penalty: 3807.531006
	Iteration 7Q: 3 clusters Score -233794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -233839.468750 Penalty: 3807.531006
	Iteration 8Q: 3 clusters Score -233839.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -233876.484375 Penalty: 3807.531006
	Iteration 9Q: 3 clusters Score -233876.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -233902.921875 Penalty: 3807.531006
	Iteration 10Q: 3 clusters Score -233902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -233909.984375 Penalty: 3807.531006
	Iteration 11Q: 3 clusters Score -233910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -233917.218750 Penalty: 3807.531006
	Iteration 12Q: 3 clusters Score -233917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -233921.718750 Penalty: 3807.531006
	Iteration 13Q: 3 clusters Score -233921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -233925.765625 Penalty: 3807.531006
	Iteration 14Q: 3 clusters Score -233925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -233930.406250 Penalty: 3807.531006
	Iteration 15Q: 3 clusters Score -233930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -233933.406250 Penalty: 3807.531006
	Iteration 16Q: 3 clusters Score -233933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -233935.156250 Penalty: 3807.531006
	Iteration 17Q: 3 clusters Score -233935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -233936.000000 Penalty: 3807.531006
	Iteration 18Q: 3 clusters Score -233936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -233936.000000 Penalty: 3807.531006
	Iteration 19F: 3 clusters Score -233936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (83707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Entering Unmasked Estep 
Score: -10888984.000000 Penalty: 2811.099365
	Iteration 0F: 2 clusters Score -1.088898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -10832877.000000 Penalty: 5622.198730
	Iteration 0F: 3 clusters Score -1.083288e+07 nChanged 39506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -10855167.000000 Penalty: 5622.198730
	Iteration 1F: 3 clusters Score -1.085517e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10856139.000000 Penalty: 5622.198730
	Iteration 2Q: 3 clusters Score -1.085614e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -10857377.000000 Penalty: 5622.198730
	Iteration 3Q: 3 clusters Score -1.085738e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -10859059.000000 Penalty: 5622.198730
	Iteration 4Q: 3 clusters Score -1.085906e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -10861303.000000 Penalty: 5622.198730
	Iteration 5F: 3 clusters Score -1.08613e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -10864073.000000 Penalty: 5622.198730
	Iteration 6F: 3 clusters Score -1.086407e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -10867187.000000 Penalty: 5622.198730
	Iteration 7F: 3 clusters Score -1.086719e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -10870249.000000 Penalty: 5622.198730
	Iteration 8F: 3 clusters Score -1.087025e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -10873011.000000 Penalty: 5622.198730
	Iteration 9F: 3 clusters Score -1.087301e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -10875625.000000 Penalty: 5622.198730
	Iteration 10F: 3 clusters Score -1.087562e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -10878199.000000 Penalty: 5622.198730
	Iteration 11Q: 3 clusters Score -1.08782e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -10880475.000000 Penalty: 5622.198730
	Iteration 12Q: 3 clusters Score -1.088048e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10882615.000000 Penalty: 5622.198730
	Iteration 13Q: 3 clusters Score -1.088262e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -10884221.000000 Penalty: 5622.198730
	Iteration 14Q: 3 clusters Score -1.088422e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -10885154.000000 Penalty: 5622.198730
	Iteration 15Q: 3 clusters Score -1.088515e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -10885735.000000 Penalty: 5622.198730
	Iteration 16Q: 3 clusters Score -1.088574e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -10886147.000000 Penalty: 5622.198730
	Iteration 17Q: 3 clusters Score -1.088615e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -10886415.000000 Penalty: 5622.198730
	Iteration 18Q: 3 clusters Score -1.088642e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -10886541.000000 Penalty: 5622.198730
	Iteration 19Q: 3 clusters Score -1.088654e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10886599.000000 Penalty: 5622.198730
	Iteration 20F: 3 clusters Score -1.08866e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -10886678.000000 Penalty: 5622.198730
	Iteration 21Q: 3 clusters Score -1.088668e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -10886695.000000 Penalty: 5622.198730
	Iteration 22Q: 3 clusters Score -1.08867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -10886706.000000 Penalty: 5622.198730
	Iteration 23Q: 3 clusters Score -1.088671e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -10886712.000000 Penalty: 5622.198730
	Iteration 24Q: 3 clusters Score -1.088671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -10886747.000000 Penalty: 5622.198730
	Iteration 25Q: 3 clusters Score -1.088675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -10886756.000000 Penalty: 5622.198730
	Iteration 26Q: 3 clusters Score -1.088676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -10886766.000000 Penalty: 5622.198730
	Iteration 27Q: 3 clusters Score -1.088677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -10886770.000000 Penalty: 5622.198730
	Iteration 28Q: 3 clusters Score -1.088677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -10886782.000000 Penalty: 5622.198730
	Iteration 29Q: 3 clusters Score -1.088678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -10886798.000000 Penalty: 5622.198730
	Iteration 30Q: 3 clusters Score -1.08868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -10886791.000000 Penalty: 5622.198730
	Iteration 31Q: 3 clusters Score -1.088679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -10886782.000000 Penalty: 5622.198730
	Iteration 32Q: 3 clusters Score -1.088678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -10886802.000000 Penalty: 5622.198730
	Iteration 33Q: 3 clusters Score -1.08868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -10886807.000000 Penalty: 5622.198730
	Iteration 34Q: 3 clusters Score -1.088681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -10886809.000000 Penalty: 5622.198730
	Iteration 35Q: 3 clusters Score -1.088681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 82888 members 
Entering Unmasked Estep 
Score: -10886812.000000 Penalty: 5622.198730
	Iteration 36Q: 3 clusters Score -1.088681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -10886822.000000 Penalty: 5622.198730
	Iteration 37Q: 3 clusters Score -1.088682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -10886808.000000 Penalty: 5622.198730
	Iteration 38Q: 3 clusters Score -1.088681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -10886816.000000 Penalty: 5622.198730
	Iteration 39Q: 3 clusters Score -1.088682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -10886823.000000 Penalty: 5622.198730
	Iteration 40F: 3 clusters Score -1.088682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -10886823.000000 Penalty: 5622.198730
	Iteration 41Q: 3 clusters Score -1.088682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -10886819.000000 Penalty: 5622.198730
	Iteration 42Q: 3 clusters Score -1.088682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -10886821.000000 Penalty: 5622.198730
	Iteration 43Q: 3 clusters Score -1.088682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -10886829.000000 Penalty: 5622.198730
	Iteration 44Q: 3 clusters Score -1.088683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -10886831.000000 Penalty: 5622.198730
	Iteration 45Q: 3 clusters Score -1.088683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -10886855.000000 Penalty: 5622.198730
	Iteration 46Q: 3 clusters Score -1.088686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -10886858.000000 Penalty: 5622.198730
	Iteration 47Q: 3 clusters Score -1.088686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -10886855.000000 Penalty: 5622.198730
	Iteration 48Q: 3 clusters Score -1.088686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -10886861.000000 Penalty: 5622.198730
	Iteration 49Q: 3 clusters Score -1.088686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -10886862.000000 Penalty: 5622.198730
	Iteration 50Q: 3 clusters Score -1.088686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -10886854.000000 Penalty: 5622.198730
	Iteration 51Q: 3 clusters Score -1.088685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -10886857.000000 Penalty: 5622.198730
	Iteration 52Q: 3 clusters Score -1.088686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 82940 members 
Entering Unmasked Estep 
Score: -10886850.000000 Penalty: 5622.198730
	Iteration 53Q: 3 clusters Score -1.088685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -10886853.000000 Penalty: 5622.198730
	Iteration 54Q: 3 clusters Score -1.088685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -10886852.000000 Penalty: 5622.198730
	Iteration 55Q: 3 clusters Score -1.088685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -10886862.000000 Penalty: 5622.198730
	Iteration 56Q: 3 clusters Score -1.088686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -10886870.000000 Penalty: 5622.198730
	Iteration 57Q: 3 clusters Score -1.088687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -10886879.000000 Penalty: 5622.198730
	Iteration 58Q: 3 clusters Score -1.088688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -10886879.000000 Penalty: 5622.198730
	Iteration 59Q: 3 clusters Score -1.088688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -10886882.000000 Penalty: 5622.198730
	Iteration 60F: 3 clusters Score -1.088688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -10886879.000000 Penalty: 5622.198730
	Iteration 61Q: 3 clusters Score -1.088688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -10886884.000000 Penalty: 5622.198730
	Iteration 62Q: 3 clusters Score -1.088688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -10886885.000000 Penalty: 5622.198730
	Iteration 63Q: 3 clusters Score -1.088688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -10886888.000000 Penalty: 5622.198730
	Iteration 64Q: 3 clusters Score -1.088689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -10886894.000000 Penalty: 5622.198730
	Iteration 65Q: 3 clusters Score -1.088689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -10886897.000000 Penalty: 5622.198730
	Iteration 66Q: 3 clusters Score -1.08869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -10886892.000000 Penalty: 5622.198730
	Iteration 67Q: 3 clusters Score -1.088689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -10886903.000000 Penalty: 5622.198730
	Iteration 68Q: 3 clusters Score -1.08869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -10886907.000000 Penalty: 5622.198730
	Iteration 69Q: 3 clusters Score -1.088691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -10886907.000000 Penalty: 5622.198730
	Iteration 70Q: 3 clusters Score -1.088691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -10886913.000000 Penalty: 5622.198730
	Iteration 71Q: 3 clusters Score -1.088691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10886925.000000 Penalty: 5622.198730
	Iteration 72Q: 3 clusters Score -1.088692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -10886917.000000 Penalty: 5622.198730
	Iteration 73Q: 3 clusters Score -1.088692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -10886928.000000 Penalty: 5622.198730
	Iteration 74Q: 3 clusters Score -1.088693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -10886933.000000 Penalty: 5622.198730
	Iteration 75Q: 3 clusters Score -1.088693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -10886923.000000 Penalty: 5622.198730
	Iteration 76Q: 3 clusters Score -1.088692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -10886929.000000 Penalty: 5622.198730
	Iteration 77Q: 3 clusters Score -1.088693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -10886932.000000 Penalty: 5622.198730
	Iteration 78Q: 3 clusters Score -1.088693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -10886937.000000 Penalty: 5622.198730
	Iteration 79Q: 3 clusters Score -1.088694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -10886933.000000 Penalty: 5622.198730
	Iteration 80F: 3 clusters Score -1.088693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -10886929.000000 Penalty: 5622.198730
	Iteration 81Q: 3 clusters Score -1.088693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10886929.000000 Penalty: 5622.198730
	Iteration 82Q: 3 clusters Score -1.088693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -10886931.000000 Penalty: 5622.198730
	Iteration 83Q: 3 clusters Score -1.088693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -10886934.000000 Penalty: 5622.198730
	Iteration 84Q: 3 clusters Score -1.088693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10886935.000000 Penalty: 5622.198730
	Iteration 85Q: 3 clusters Score -1.088694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -10886933.000000 Penalty: 5622.198730
	Iteration 86Q: 3 clusters Score -1.088693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -10886930.000000 Penalty: 5622.198730
	Iteration 87Q: 3 clusters Score -1.088693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -10886931.000000 Penalty: 5622.198730
	Iteration 88Q: 3 clusters Score -1.088693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -10886931.000000 Penalty: 5622.198730
	Iteration 89F: 3 clusters Score -1.088693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -509505.562500 Penalty: 2069.201172
	Iteration 0F: 2 clusters Score -509505.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -505483.187500 Penalty: 4138.402344
	Iteration 0F: 3 clusters Score -505483.2 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -506551.187500 Penalty: 4138.402344
	Iteration 1F: 3 clusters Score -506551.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -506868.062500 Penalty: 4138.402344
	Iteration 2F: 3 clusters Score -506868.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -507102.156250 Penalty: 4138.402344
	Iteration 3F: 3 clusters Score -507102.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -507381.375000 Penalty: 4138.402344
	Iteration 4F: 3 clusters Score -507381.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -507688.656250 Penalty: 4138.402344
	Iteration 5F: 3 clusters Score -507688.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -507941.093750 Penalty: 4138.402344
	Iteration 6F: 3 clusters Score -507941.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -508112.468750 Penalty: 4138.402344
	Iteration 7Q: 3 clusters Score -508112.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -508249.562500 Penalty: 4138.402344
	Iteration 8Q: 3 clusters Score -508249.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -508356.906250 Penalty: 4138.402344
	Iteration 9Q: 3 clusters Score -508356.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -508425.437500 Penalty: 4138.402344
	Iteration 10Q: 3 clusters Score -508425.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -508478.156250 Penalty: 4138.402344
	Iteration 11Q: 3 clusters Score -508478.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -508514.875000 Penalty: 4138.402344
	Iteration 12Q: 3 clusters Score -508514.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -508544.250000 Penalty: 4138.402344
	Iteration 13Q: 3 clusters Score -508544.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -508564.687500 Penalty: 4138.402344
	Iteration 14Q: 3 clusters Score -508564.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -508577.781250 Penalty: 4138.402344
	Iteration 15Q: 3 clusters Score -508577.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -508592.312500 Penalty: 4138.402344
	Iteration 16Q: 3 clusters Score -508592.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -508603.625000 Penalty: 4138.402344
	Iteration 17Q: 3 clusters Score -508603.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -508617.312500 Penalty: 4138.402344
	Iteration 18Q: 3 clusters Score -508617.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -508623.437500 Penalty: 4138.402344
	Iteration 19Q: 3 clusters Score -508623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -508628.500000 Penalty: 4138.402344
	Iteration 20F: 3 clusters Score -508628.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -508635.531250 Penalty: 4138.402344
	Iteration 21Q: 3 clusters Score -508635.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -508641.187500 Penalty: 4138.402344
	Iteration 22Q: 3 clusters Score -508641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -508646.562500 Penalty: 4138.402344
	Iteration 23Q: 3 clusters Score -508646.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -508656.437500 Penalty: 4138.402344
	Iteration 24Q: 3 clusters Score -508656.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -508666.375000 Penalty: 4138.402344
	Iteration 25Q: 3 clusters Score -508666.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -508677.875000 Penalty: 4138.402344
	Iteration 26Q: 3 clusters Score -508677.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -508691.968750 Penalty: 4138.402344
	Iteration 27Q: 3 clusters Score -508692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -508700.875000 Penalty: 4138.402344
	Iteration 28Q: 3 clusters Score -508700.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -508715.375000 Penalty: 4138.402344
	Iteration 29Q: 3 clusters Score -508715.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -508731.187500 Penalty: 4138.402344
	Iteration 30Q: 3 clusters Score -508731.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -508748.906250 Penalty: 4138.402344
	Iteration 31Q: 3 clusters Score -508748.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -508759.187500 Penalty: 4138.402344
	Iteration 32Q: 3 clusters Score -508759.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -508768.437500 Penalty: 4138.402344
	Iteration 33Q: 3 clusters Score -508768.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -508779.343750 Penalty: 4138.402344
	Iteration 34Q: 3 clusters Score -508779.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -508787.812500 Penalty: 4138.402344
	Iteration 35Q: 3 clusters Score -508787.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -508795.062500 Penalty: 4138.402344
	Iteration 36Q: 3 clusters Score -508795.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -508808.625000 Penalty: 4138.402344
	Iteration 37Q: 3 clusters Score -508808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -508822.781250 Penalty: 4138.402344
	Iteration 38Q: 3 clusters Score -508822.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -508836.468750 Penalty: 4138.402344
	Iteration 39Q: 3 clusters Score -508836.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -508855.343750 Penalty: 4138.402344
	Iteration 40F: 3 clusters Score -508855.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -508874.468750 Penalty: 4138.402344
	Iteration 41Q: 3 clusters Score -508874.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -508889.968750 Penalty: 4138.402344
	Iteration 42Q: 3 clusters Score -508890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -508906.062500 Penalty: 4138.402344
	Iteration 43Q: 3 clusters Score -508906.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -508926.968750 Penalty: 4138.402344
	Iteration 44Q: 3 clusters Score -508927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -508968.000000 Penalty: 4138.402344
	Iteration 45Q: 3 clusters Score -508968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -509024.250000 Penalty: 4138.402344
	Iteration 46Q: 3 clusters Score -509024.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -509094.500000 Penalty: 4138.402344
	Iteration 47Q: 3 clusters Score -509094.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -509186.156250 Penalty: 4138.402344
	Iteration 48Q: 3 clusters Score -509186.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -509266.375000 Penalty: 4138.402344
	Iteration 49Q: 3 clusters Score -509266.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -509318.250000 Penalty: 4138.402344
	Iteration 50Q: 3 clusters Score -509318.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -509353.625000 Penalty: 4138.402344
	Iteration 51Q: 3 clusters Score -509353.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -509381.062500 Penalty: 4138.402344
	Iteration 52Q: 3 clusters Score -509381.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -509403.468750 Penalty: 4138.402344
	Iteration 53Q: 3 clusters Score -509403.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -509418.656250 Penalty: 4138.402344
	Iteration 54Q: 3 clusters Score -509418.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -509432.031250 Penalty: 4138.402344
	Iteration 55Q: 3 clusters Score -509432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -509442.312500 Penalty: 4138.402344
	Iteration 56Q: 3 clusters Score -509442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -509450.437500 Penalty: 4138.402344
	Iteration 57Q: 3 clusters Score -509450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -509454.593750 Penalty: 4138.402344
	Iteration 58Q: 3 clusters Score -509454.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -509460.531250 Penalty: 4138.402344
	Iteration 59Q: 3 clusters Score -509460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -509463.156250 Penalty: 4138.402344
	Iteration 60F: 3 clusters Score -509463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -509464.906250 Penalty: 4138.402344
	Iteration 61Q: 3 clusters Score -509464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -509467.562500 Penalty: 4138.402344
	Iteration 62Q: 3 clusters Score -509467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -509468.468750 Penalty: 4138.402344
	Iteration 63Q: 3 clusters Score -509468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -509469.312500 Penalty: 4138.402344
	Iteration 64Q: 3 clusters Score -509469.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -509468.343750 Penalty: 4138.402344
	Iteration 65Q: 3 clusters Score -509468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -509469.375000 Penalty: 4138.402344
	Iteration 66Q: 3 clusters Score -509469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -509469.375000 Penalty: 4138.402344
	Iteration 67F: 3 clusters Score -509469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Entering Unmasked Estep 
Score: -6238599.000000 Penalty: 2674.556641
	Iteration 0F: 2 clusters Score -6238599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -6206061.000000 Penalty: 5349.113281
	Iteration 0F: 3 clusters Score -6206061 nChanged 22276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -6218569.000000 Penalty: 5349.113281
	Iteration 1F: 3 clusters Score -6218569 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -6219373.000000 Penalty: 5349.113281
	Iteration 2Q: 3 clusters Score -6219373 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -6220624.500000 Penalty: 5349.113281
	Iteration 3F: 3 clusters Score -6220624 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -6222826.500000 Penalty: 5349.113281
	Iteration 4F: 3 clusters Score -6222826 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -6226055.000000 Penalty: 5349.113281
	Iteration 5F: 3 clusters Score -6226055 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -6229152.500000 Penalty: 5349.113281
	Iteration 6F: 3 clusters Score -6229152 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -6231118.500000 Penalty: 5349.113281
	Iteration 7F: 3 clusters Score -6231118 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -6232279.500000 Penalty: 5349.113281
	Iteration 8Q: 3 clusters Score -6232280 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6233001.000000 Penalty: 5349.113281
	Iteration 9Q: 3 clusters Score -6233001 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -6233575.000000 Penalty: 5349.113281
	Iteration 10Q: 3 clusters Score -6233575 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -6233957.000000 Penalty: 5349.113281
	Iteration 11Q: 3 clusters Score -6233957 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -6234409.000000 Penalty: 5349.113281
	Iteration 12Q: 3 clusters Score -6234409 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -6234934.000000 Penalty: 5349.113281
	Iteration 13Q: 3 clusters Score -6234934 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -6235459.500000 Penalty: 5349.113281
	Iteration 14Q: 3 clusters Score -6235460 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6235905.000000 Penalty: 5349.113281
	Iteration 15Q: 3 clusters Score -6235905 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -6236222.500000 Penalty: 5349.113281
	Iteration 16Q: 3 clusters Score -6236222 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -6236485.500000 Penalty: 5349.113281
	Iteration 17Q: 3 clusters Score -6236486 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -6236696.500000 Penalty: 5349.113281
	Iteration 18Q: 3 clusters Score -6236696 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6236815.500000 Penalty: 5349.113281
	Iteration 19Q: 3 clusters Score -6236816 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6236877.000000 Penalty: 5349.113281
	Iteration 20F: 3 clusters Score -6236877 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6236971.000000 Penalty: 5349.113281
	Iteration 21Q: 3 clusters Score -6236971 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -6237049.000000 Penalty: 5349.113281
	Iteration 22Q: 3 clusters Score -6237049 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -6237101.500000 Penalty: 5349.113281
	Iteration 23Q: 3 clusters Score -6237102 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6237163.000000 Penalty: 5349.113281
	Iteration 24Q: 3 clusters Score -6237163 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6237192.500000 Penalty: 5349.113281
	Iteration 25Q: 3 clusters Score -6237192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -6237228.000000 Penalty: 5349.113281
	Iteration 26Q: 3 clusters Score -6237228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -6237260.500000 Penalty: 5349.113281
	Iteration 27Q: 3 clusters Score -6237260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -6237273.000000 Penalty: 5349.113281
	Iteration 28Q: 3 clusters Score -6237273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -6237298.000000 Penalty: 5349.113281
	Iteration 29Q: 3 clusters Score -6237298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6237330.000000 Penalty: 5349.113281
	Iteration 30Q: 3 clusters Score -6237330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6237361.000000 Penalty: 5349.113281
	Iteration 31Q: 3 clusters Score -6237361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -6237369.500000 Penalty: 5349.113281
	Iteration 32Q: 3 clusters Score -6237370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6237380.000000 Penalty: 5349.113281
	Iteration 33Q: 3 clusters Score -6237380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6237388.000000 Penalty: 5349.113281
	Iteration 34Q: 3 clusters Score -6237388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6237407.000000 Penalty: 5349.113281
	Iteration 35Q: 3 clusters Score -6237407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6237416.500000 Penalty: 5349.113281
	Iteration 36Q: 3 clusters Score -6237416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6237438.000000 Penalty: 5349.113281
	Iteration 37Q: 3 clusters Score -6237438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6237454.500000 Penalty: 5349.113281
	Iteration 38Q: 3 clusters Score -6237454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6237457.000000 Penalty: 5349.113281
	Iteration 39Q: 3 clusters Score -6237457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6237476.000000 Penalty: 5349.113281
	Iteration 40F: 3 clusters Score -6237476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6237496.500000 Penalty: 5349.113281
	Iteration 41Q: 3 clusters Score -6237496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6237498.500000 Penalty: 5349.113281
	Iteration 42Q: 3 clusters Score -6237498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6237507.500000 Penalty: 5349.113281
	Iteration 43Q: 3 clusters Score -6237508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -6237516.000000 Penalty: 5349.113281
	Iteration 44Q: 3 clusters Score -6237516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6237521.500000 Penalty: 5349.113281
	Iteration 45Q: 3 clusters Score -6237522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6237537.000000 Penalty: 5349.113281
	Iteration 46Q: 3 clusters Score -6237537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6237539.000000 Penalty: 5349.113281
	Iteration 47Q: 3 clusters Score -6237539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6237549.000000 Penalty: 5349.113281
	Iteration 48Q: 3 clusters Score -6237549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6237557.500000 Penalty: 5349.113281
	Iteration 49Q: 3 clusters Score -6237558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6237554.000000 Penalty: 5349.113281
	Iteration 50Q: 3 clusters Score -6237554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6237549.500000 Penalty: 5349.113281
	Iteration 51Q: 3 clusters Score -6237550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6237554.000000 Penalty: 5349.113281
	Iteration 52Q: 3 clusters Score -6237554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6237564.000000 Penalty: 5349.113281
	Iteration 53Q: 3 clusters Score -6237564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6237581.000000 Penalty: 5349.113281
	Iteration 54Q: 3 clusters Score -6237581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6237589.500000 Penalty: 5349.113281
	Iteration 55Q: 3 clusters Score -6237590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6237587.500000 Penalty: 5349.113281
	Iteration 56Q: 3 clusters Score -6237588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6237591.500000 Penalty: 5349.113281
	Iteration 57Q: 3 clusters Score -6237592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6237584.500000 Penalty: 5349.113281
	Iteration 58Q: 3 clusters Score -6237584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6237591.000000 Penalty: 5349.113281
	Iteration 59Q: 3 clusters Score -6237591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6237591.000000 Penalty: 5349.113281
	Iteration 60F: 3 clusters Score -6237591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Entering Unmasked Estep 
Score: -941429.000000 Penalty: 2211.991211
	Iteration 0F: 2 clusters Score -941429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -935355.125000 Penalty: 4423.982422
	Iteration 0F: 3 clusters Score -935355.1 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -937134.937500 Penalty: 4423.982422
	Iteration 1F: 3 clusters Score -937134.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -937519.000000 Penalty: 4423.982422
	Iteration 2F: 3 clusters Score -937519 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -937930.687500 Penalty: 4423.982422
	Iteration 3F: 3 clusters Score -937930.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -938373.750000 Penalty: 4423.982422
	Iteration 4F: 3 clusters Score -938373.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -938754.875000 Penalty: 4423.982422
	Iteration 5F: 3 clusters Score -938754.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -939065.062500 Penalty: 4423.982422
	Iteration 6F: 3 clusters Score -939065.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -939305.312500 Penalty: 4423.982422
	Iteration 7Q: 3 clusters Score -939305.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -939518.500000 Penalty: 4423.982422
	Iteration 8Q: 3 clusters Score -939518.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -939713.125000 Penalty: 4423.982422
	Iteration 9Q: 3 clusters Score -939713.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -939845.687500 Penalty: 4423.982422
	Iteration 10Q: 3 clusters Score -939845.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -939941.250000 Penalty: 4423.982422
	Iteration 11Q: 3 clusters Score -939941.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -940003.000000 Penalty: 4423.982422
	Iteration 12Q: 3 clusters Score -940003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -940037.187500 Penalty: 4423.982422
	Iteration 13Q: 3 clusters Score -940037.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -940062.062500 Penalty: 4423.982422
	Iteration 14Q: 3 clusters Score -940062.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -940085.062500 Penalty: 4423.982422
	Iteration 15Q: 3 clusters Score -940085.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -940101.937500 Penalty: 4423.982422
	Iteration 16Q: 3 clusters Score -940101.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -940110.375000 Penalty: 4423.982422
	Iteration 17Q: 3 clusters Score -940110.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -940119.187500 Penalty: 4423.982422
	Iteration 18Q: 3 clusters Score -940119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -940120.625000 Penalty: 4423.982422
	Iteration 19Q: 3 clusters Score -940120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -940127.250000 Penalty: 4423.982422
	Iteration 20F: 3 clusters Score -940127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -940135.937500 Penalty: 4423.982422
	Iteration 21Q: 3 clusters Score -940135.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -940147.125000 Penalty: 4423.982422
	Iteration 22Q: 3 clusters Score -940147.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -940160.062500 Penalty: 4423.982422
	Iteration 23Q: 3 clusters Score -940160.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -940171.062500 Penalty: 4423.982422
	Iteration 24Q: 3 clusters Score -940171.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -940183.000000 Penalty: 4423.982422
	Iteration 25Q: 3 clusters Score -940183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -940194.437500 Penalty: 4423.982422
	Iteration 26Q: 3 clusters Score -940194.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -940202.000000 Penalty: 4423.982422
	Iteration 27Q: 3 clusters Score -940202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -940211.687500 Penalty: 4423.982422
	Iteration 28Q: 3 clusters Score -940211.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -940222.500000 Penalty: 4423.982422
	Iteration 29Q: 3 clusters Score -940222.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -940233.937500 Penalty: 4423.982422
	Iteration 30Q: 3 clusters Score -940233.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -940248.000000 Penalty: 4423.982422
	Iteration 31Q: 3 clusters Score -940248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -940254.875000 Penalty: 4423.982422
	Iteration 32Q: 3 clusters Score -940254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -940262.187500 Penalty: 4423.982422
	Iteration 33Q: 3 clusters Score -940262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -940267.000000 Penalty: 4423.982422
	Iteration 34Q: 3 clusters Score -940267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -940269.937500 Penalty: 4423.982422
	Iteration 35Q: 3 clusters Score -940269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -940271.375000 Penalty: 4423.982422
	Iteration 36Q: 3 clusters Score -940271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -940272.125000 Penalty: 4423.982422
	Iteration 37Q: 3 clusters Score -940272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -940272.062500 Penalty: 4423.982422
	Iteration 38Q: 3 clusters Score -940272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -940276.625000 Penalty: 4423.982422
	Iteration 39Q: 3 clusters Score -940276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -940280.562500 Penalty: 4423.982422
	Iteration 40F: 3 clusters Score -940280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -940281.750000 Penalty: 4423.982422
	Iteration 41Q: 3 clusters Score -940281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -940284.375000 Penalty: 4423.982422
	Iteration 42Q: 3 clusters Score -940284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -940287.312500 Penalty: 4423.982422
	Iteration 43Q: 3 clusters Score -940287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -940287.875000 Penalty: 4423.982422
	Iteration 44Q: 3 clusters Score -940287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -940288.437500 Penalty: 4423.982422
	Iteration 45Q: 3 clusters Score -940288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -940289.375000 Penalty: 4423.982422
	Iteration 46Q: 3 clusters Score -940289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -940288.437500 Penalty: 4423.982422
	Iteration 47Q: 3 clusters Score -940288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -940290.062500 Penalty: 4423.982422
	Iteration 48Q: 3 clusters Score -940290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -940291.125000 Penalty: 4423.982422
	Iteration 49Q: 3 clusters Score -940291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -940289.125000 Penalty: 4423.982422
	Iteration 50Q: 3 clusters Score -940289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -940289.125000 Penalty: 4423.982422
	Iteration 51F: 3 clusters Score -940289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -559500.375000 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -559500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -555398.500000 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -555398.5 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -556415.750000 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -556415.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -556643.125000 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -556643.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -556795.312500 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -556795.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -556923.000000 Penalty: 4156.023438
	Iteration 4Q: 3 clusters Score -556923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -557008.812500 Penalty: 4156.023438
	Iteration 5Q: 3 clusters Score -557008.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -557088.250000 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -557088.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -557162.187500 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -557162.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -557220.375000 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -557220.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -557273.687500 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -557273.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -557311.625000 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -557311.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -557345.000000 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -557345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -557369.812500 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -557369.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -557385.500000 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -557385.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -557399.250000 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -557399.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -557410.562500 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -557410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -557418.062500 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -557418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -557429.062500 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -557429.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -557440.937500 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -557440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -557450.187500 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -557450.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -557457.375000 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -557457.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -557466.187500 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -557466.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -557480.250000 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -557480.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -557486.187500 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -557486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -557494.375000 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -557494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -557500.437500 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -557500.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -557506.250000 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -557506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -557510.062500 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -557510.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -557517.562500 Penalty: 4156.023438
	Iteration 28Q: 3 clusters Score -557517.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -557523.250000 Penalty: 4156.023438
	Iteration 29Q: 3 clusters Score -557523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -557529.437500 Penalty: 4156.023438
	Iteration 30Q: 3 clusters Score -557529.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -557538.500000 Penalty: 4156.023438
	Iteration 31Q: 3 clusters Score -557538.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -557552.187500 Penalty: 4156.023438
	Iteration 32Q: 3 clusters Score -557552.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -557568.562500 Penalty: 4156.023438
	Iteration 33Q: 3 clusters Score -557568.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -557587.937500 Penalty: 4156.023438
	Iteration 34Q: 3 clusters Score -557587.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -557604.062500 Penalty: 4156.023438
	Iteration 35Q: 3 clusters Score -557604.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -557614.375000 Penalty: 4156.023438
	Iteration 36Q: 3 clusters Score -557614.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -557626.625000 Penalty: 4156.023438
	Iteration 37Q: 3 clusters Score -557626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -557633.187500 Penalty: 4156.023438
	Iteration 38Q: 3 clusters Score -557633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -557639.437500 Penalty: 4156.023438
	Iteration 39Q: 3 clusters Score -557639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -557651.000000 Penalty: 4156.023438
	Iteration 40F: 3 clusters Score -557651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -557660.937500 Penalty: 4156.023438
	Iteration 41Q: 3 clusters Score -557660.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -557675.937500 Penalty: 4156.023438
	Iteration 42Q: 3 clusters Score -557675.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -557690.812500 Penalty: 4156.023438
	Iteration 43Q: 3 clusters Score -557690.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -557704.375000 Penalty: 4156.023438
	Iteration 44Q: 3 clusters Score -557704.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -557716.750000 Penalty: 4156.023438
	Iteration 45Q: 3 clusters Score -557716.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -557728.500000 Penalty: 4156.023438
	Iteration 46Q: 3 clusters Score -557728.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -557738.312500 Penalty: 4156.023438
	Iteration 47Q: 3 clusters Score -557738.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -557747.937500 Penalty: 4156.023438
	Iteration 48Q: 3 clusters Score -557747.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -557754.750000 Penalty: 4156.023438
	Iteration 49Q: 3 clusters Score -557754.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -557764.375000 Penalty: 4156.023438
	Iteration 50Q: 3 clusters Score -557764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -557769.062500 Penalty: 4156.023438
	Iteration 51Q: 3 clusters Score -557769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -557772.875000 Penalty: 4156.023438
	Iteration 52Q: 3 clusters Score -557772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -557775.500000 Penalty: 4156.023438
	Iteration 53Q: 3 clusters Score -557775.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -557782.937500 Penalty: 4156.023438
	Iteration 54Q: 3 clusters Score -557782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -557785.500000 Penalty: 4156.023438
	Iteration 55Q: 3 clusters Score -557785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -557789.000000 Penalty: 4156.023438
	Iteration 56Q: 3 clusters Score -557789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -557790.687500 Penalty: 4156.023438
	Iteration 57Q: 3 clusters Score -557790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -557790.687500 Penalty: 4156.023438
	Iteration 58F: 3 clusters Score -557790.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -1238671.125000 Penalty: 2275.560059
	Iteration 0F: 2 clusters Score -1238671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1231186.875000 Penalty: 4551.120117
	Iteration 0F: 3 clusters Score -1231187 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1233420.250000 Penalty: 4551.120117
	Iteration 1F: 3 clusters Score -1233420 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1233834.000000 Penalty: 4551.120117
	Iteration 2F: 3 clusters Score -1233834 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1234182.625000 Penalty: 4551.120117
	Iteration 3F: 3 clusters Score -1234183 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1234521.875000 Penalty: 4551.120117
	Iteration 4F: 3 clusters Score -1234522 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1234847.625000 Penalty: 4551.120117
	Iteration 5F: 3 clusters Score -1234848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1235187.375000 Penalty: 4551.120117
	Iteration 6Q: 3 clusters Score -1235187 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1235585.875000 Penalty: 4551.120117
	Iteration 7Q: 3 clusters Score -1235586 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1235994.000000 Penalty: 4551.120117
	Iteration 8Q: 3 clusters Score -1235994 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1236368.875000 Penalty: 4551.120117
	Iteration 9Q: 3 clusters Score -1236369 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1236700.500000 Penalty: 4551.120117
	Iteration 10Q: 3 clusters Score -1236700 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1236937.875000 Penalty: 4551.120117
	Iteration 11Q: 3 clusters Score -1236938 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1237095.500000 Penalty: 4551.120117
	Iteration 12Q: 3 clusters Score -1237096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1237173.875000 Penalty: 4551.120117
	Iteration 13Q: 3 clusters Score -1237174 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1237222.625000 Penalty: 4551.120117
	Iteration 14Q: 3 clusters Score -1237223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1237239.375000 Penalty: 4551.120117
	Iteration 15Q: 3 clusters Score -1237239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1237253.750000 Penalty: 4551.120117
	Iteration 16Q: 3 clusters Score -1237254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1237271.625000 Penalty: 4551.120117
	Iteration 17Q: 3 clusters Score -1237272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1237277.750000 Penalty: 4551.120117
	Iteration 18Q: 3 clusters Score -1237278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1237282.875000 Penalty: 4551.120117
	Iteration 19Q: 3 clusters Score -1237283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1237282.625000 Penalty: 4551.120117
	Iteration 20F: 3 clusters Score -1237283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1237287.000000 Penalty: 4551.120117
	Iteration 21Q: 3 clusters Score -1237287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1237291.500000 Penalty: 4551.120117
	Iteration 22Q: 3 clusters Score -1237292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1237294.500000 Penalty: 4551.120117
	Iteration 23Q: 3 clusters Score -1237294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1237298.625000 Penalty: 4551.120117
	Iteration 24Q: 3 clusters Score -1237299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1237300.625000 Penalty: 4551.120117
	Iteration 25Q: 3 clusters Score -1237301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1237301.125000 Penalty: 4551.120117
	Iteration 26Q: 3 clusters Score -1237301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1237303.750000 Penalty: 4551.120117
	Iteration 27Q: 3 clusters Score -1237304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1237303.125000 Penalty: 4551.120117
	Iteration 28Q: 3 clusters Score -1237303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1237305.250000 Penalty: 4551.120117
	Iteration 29Q: 3 clusters Score -1237305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1237306.000000 Penalty: 4551.120117
	Iteration 30Q: 3 clusters Score -1237306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1237304.500000 Penalty: 4551.120117
	Iteration 31Q: 3 clusters Score -1237304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1237304.500000 Penalty: 4551.120117
	Iteration 32F: 3 clusters Score -1237304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 91288 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61090 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 118182 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 42891 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 162498 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83707 members 
Mstep: Class 29 contains 4203 members 
Mstep: Class 30 contains 48267 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111253112.000000 Penalty: 139205.625000
Iteration 79Q: 42 clusters Score -1.112531e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 91159 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 61098 members 
Mstep: Class 7 contains 51769 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 24066 members 
Mstep: Class 13 contains 10089 members 
Mstep: Class 14 contains 118168 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 43076 members 
Mstep: Class 17 contains 8386 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 162776 members 
Mstep: Class 21 contains 13763 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 8301 members 
Mstep: Class 25 contains 4426 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 83761 members 
Mstep: Class 29 contains 4200 members 
Mstep: Class 30 contains 48454 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 9566 members 
Mstep: Class 34 contains 4485 members 
Mstep: Class 35 contains 14859 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 616 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 15088 members 
Mstep: Class 41 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111255360.000000 Penalty: 139205.625000
Iteration 80F: 42 clusters Score -1.112554e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 91029 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 5814 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 61100 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 14127 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 24066 members 
Mstep: Class 13 contains 10379 members 
Mstep: Class 14 contains 118107 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 43031 members 
Mstep: Class 17 contains 8357 members 
Mstep: Class 18 contains 5105 members 
Mstep: Class 19 contains 7177 members 
Mstep: Class 20 contains 162767 members 
Mstep: Class 21 contains 13676 members 
Mstep: Class 22 contains 5242 members 
Mstep: Class 23 contains 6868 members 
Mstep: Class 24 contains 8308 members 
Mstep: Class 25 contains 4417 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 83750 members 
Mstep: Class 29 contains 4215 members 
Mstep: Class 30 contains 48481 members 
Mstep: Class 31 contains 7476 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 9461 members 
Mstep: Class 34 contains 4527 members 
Mstep: Class 35 contains 14860 members 
Mstep: Class 36 contains 2392 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 1771 members 
Mstep: Class 39 contains 2258 members 
Mstep: Class 40 contains 15068 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256392.000000 Penalty: 139205.625000
Iteration 81Q: 42 clusters Score -1.112564e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 90906 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 4540 members 
Mstep: Class 6 contains 61104 members 
Mstep: Class 7 contains 51383 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 14123 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 24070 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 118061 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 43018 members 
Mstep: Class 17 contains 8326 members 
Mstep: Class 18 contains 5098 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 162776 members 
Mstep: Class 21 contains 13633 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 6990 members 
Mstep: Class 24 contains 8331 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 83746 members 
Mstep: Class 29 contains 4197 members 
Mstep: Class 30 contains 48483 members 
Mstep: Class 31 contains 7473 members 
Mstep: Class 32 contains 4341 members 
Mstep: Class 33 contains 9392 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 14864 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 1860 members 
Mstep: Class 39 contains 2298 members 
Mstep: Class 40 contains 15004 members 
Mstep: Class 41 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257000.000000 Penalty: 139205.625000
Iteration 82Q: 42 clusters Score -1.11257e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 90797 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 61104 members 
Mstep: Class 7 contains 51223 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 14125 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 10901 members 
Mstep: Class 14 contains 118023 members 
Mstep: Class 15 contains 8811 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 8307 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 162753 members 
Mstep: Class 21 contains 13610 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 8351 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 83751 members 
Mstep: Class 29 contains 4180 members 
Mstep: Class 30 contains 48468 members 
Mstep: Class 31 contains 7467 members 
Mstep: Class 32 contains 4328 members 
Mstep: Class 33 contains 9330 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 14869 members 
Mstep: Class 36 contains 2393 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 1917 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 14945 members 
Mstep: Class 41 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257208.000000 Penalty: 139205.625000
Iteration 83Q: 42 clusters Score -1.112572e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 90702 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 4553 members 
Mstep: Class 6 contains 61114 members 
Mstep: Class 7 contains 51076 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 14121 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 24076 members 
Mstep: Class 13 contains 11146 members 
Mstep: Class 14 contains 117980 members 
Mstep: Class 15 contains 8838 members 
Mstep: Class 16 contains 43015 members 
Mstep: Class 17 contains 8285 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 162733 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 8366 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 2135 members 
Mstep: Class 28 contains 83752 members 
Mstep: Class 29 contains 4178 members 
Mstep: Class 30 contains 48451 members 
Mstep: Class 31 contains 7456 members 
Mstep: Class 32 contains 4317 members 
Mstep: Class 33 contains 9276 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 1975 members 
Mstep: Class 39 contains 2381 members 
Mstep: Class 40 contains 14906 members 
Mstep: Class 41 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257288.000000 Penalty: 139205.625000
Iteration 84Q: 42 clusters Score -1.112573e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 90618 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 5816 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 61117 members 
Mstep: Class 7 contains 50950 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 24070 members 
Mstep: Class 13 contains 11344 members 
Mstep: Class 14 contains 117936 members 
Mstep: Class 15 contains 8868 members 
Mstep: Class 16 contains 43026 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 5070 members 
Mstep: Class 19 contains 7065 members 
Mstep: Class 20 contains 162713 members 
Mstep: Class 21 contains 13525 members 
Mstep: Class 22 contains 5273 members 
Mstep: Class 23 contains 7329 members 
Mstep: Class 24 contains 8383 members 
Mstep: Class 25 contains 4376 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 83748 members 
Mstep: Class 29 contains 4169 members 
Mstep: Class 30 contains 48431 members 
Mstep: Class 31 contains 7449 members 
Mstep: Class 32 contains 4302 members 
Mstep: Class 33 contains 9231 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 14879 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 2027 members 
Mstep: Class 39 contains 2417 members 
Mstep: Class 40 contains 14883 members 
Mstep: Class 41 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257584.000000 Penalty: 139205.625000
Iteration 85Q: 42 clusters Score -1.112576e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 90536 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 61124 members 
Mstep: Class 7 contains 50833 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 24068 members 
Mstep: Class 13 contains 11513 members 
Mstep: Class 14 contains 117904 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 43046 members 
Mstep: Class 17 contains 8256 members 
Mstep: Class 18 contains 5066 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 162683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 5279 members 
Mstep: Class 23 contains 7438 members 
Mstep: Class 24 contains 8404 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 83754 members 
Mstep: Class 29 contains 4158 members 
Mstep: Class 30 contains 48402 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 4299 members 
Mstep: Class 33 contains 9189 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 14882 members 
Mstep: Class 36 contains 2393 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2065 members 
Mstep: Class 39 contains 2456 members 
Mstep: Class 40 contains 14853 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257552.000000 Penalty: 139205.625000
Iteration 86Q: 42 clusters Score -1.112576e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 90456 members 
Mstep: Class 3 contains 4712 members 
Mstep: Class 4 contains 5811 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 61135 members 
Mstep: Class 7 contains 50744 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 11574 members 
Mstep: Class 12 contains 24065 members 
Mstep: Class 13 contains 11622 members 
Mstep: Class 14 contains 117876 members 
Mstep: Class 15 contains 8921 members 
Mstep: Class 16 contains 43090 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 5062 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 162649 members 
Mstep: Class 21 contains 13395 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 4360 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 83765 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 48386 members 
Mstep: Class 31 contains 7445 members 
Mstep: Class 32 contains 4295 members 
Mstep: Class 33 contains 9142 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 14883 members 
Mstep: Class 36 contains 2392 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 2101 members 
Mstep: Class 39 contains 2502 members 
Mstep: Class 40 contains 14832 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257760.000000 Penalty: 139205.625000
Iteration 87Q: 42 clusters Score -1.112578e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 90385 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 4569 members 
Mstep: Class 6 contains 61141 members 
Mstep: Class 7 contains 50685 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 11573 members 
Mstep: Class 12 contains 24047 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 117843 members 
Mstep: Class 15 contains 8943 members 
Mstep: Class 16 contains 43131 members 
Mstep: Class 17 contains 8244 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 162614 members 
Mstep: Class 21 contains 13320 members 
Mstep: Class 22 contains 5273 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 8456 members 
Mstep: Class 25 contains 4351 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 83780 members 
Mstep: Class 29 contains 4141 members 
Mstep: Class 30 contains 48368 members 
Mstep: Class 31 contains 7442 members 
Mstep: Class 32 contains 4292 members 
Mstep: Class 33 contains 9107 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 14885 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 2137 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 14814 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257840.000000 Penalty: 139205.625000
Iteration 88Q: 42 clusters Score -1.112578e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 90317 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 61145 members 
Mstep: Class 7 contains 50622 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 1870 members 
Mstep: Class 10 contains 14125 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 24027 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 117812 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 43172 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 18 contains 5055 members 
Mstep: Class 19 contains 6989 members 
Mstep: Class 20 contains 162602 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 7732 members 
Mstep: Class 24 contains 8479 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 83786 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 48358 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 9066 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 14889 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 2179 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 14803 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258208.000000 Penalty: 139205.625000
Iteration 89Q: 42 clusters Score -1.112582e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 90269 members 
Mstep: Class 3 contains 4719 members 
Mstep: Class 4 contains 5770 members 
Mstep: Class 5 contains 4576 members 
Mstep: Class 6 contains 61161 members 
Mstep: Class 7 contains 50572 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 14122 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 11865 members 
Mstep: Class 14 contains 117775 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 43209 members 
Mstep: Class 17 contains 8234 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 162583 members 
Mstep: Class 21 contains 13206 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 8497 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2163 members 
Mstep: Class 28 contains 83777 members 
Mstep: Class 29 contains 4139 members 
Mstep: Class 30 contains 48339 members 
Mstep: Class 31 contains 7454 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 9032 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 14892 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2212 members 
Mstep: Class 39 contains 2624 members 
Mstep: Class 40 contains 14802 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258424.000000 Penalty: 139205.625000
Iteration 90Q: 42 clusters Score -1.112584e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 90239 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 4581 members 
Mstep: Class 6 contains 61174 members 
Mstep: Class 7 contains 50530 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 14121 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23977 members 
Mstep: Class 13 contains 11927 members 
Mstep: Class 14 contains 117746 members 
Mstep: Class 15 contains 9015 members 
Mstep: Class 16 contains 43227 members 
Mstep: Class 17 contains 8228 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 162556 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 7868 members 
Mstep: Class 24 contains 8510 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 83787 members 
Mstep: Class 29 contains 4134 members 
Mstep: Class 30 contains 48317 members 
Mstep: Class 31 contains 7453 members 
Mstep: Class 32 contains 4287 members 
Mstep: Class 33 contains 8998 members 
Mstep: Class 34 contains 4532 members 
Mstep: Class 35 contains 14894 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2242 members 
Mstep: Class 39 contains 2657 members 
Mstep: Class 40 contains 14792 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258696.000000 Penalty: 139205.625000
Iteration 91Q: 42 clusters Score -1.112587e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 90206 members 
Mstep: Class 3 contains 4719 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 61176 members 
Mstep: Class 7 contains 50479 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 1969 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 11574 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 117719 members 
Mstep: Class 15 contains 9040 members 
Mstep: Class 16 contains 43234 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 6922 members 
Mstep: Class 20 contains 162537 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 5266 members 
Mstep: Class 23 contains 7927 members 
Mstep: Class 24 contains 8532 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 83794 members 
Mstep: Class 29 contains 4136 members 
Mstep: Class 30 contains 48303 members 
Mstep: Class 31 contains 7456 members 
Mstep: Class 32 contains 4285 members 
Mstep: Class 33 contains 8968 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 14898 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2272 members 
Mstep: Class 39 contains 2686 members 
Mstep: Class 40 contains 14778 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258520.000000 Penalty: 139205.625000
Iteration 92Q: 42 clusters Score -1.112585e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 90190 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 61194 members 
Mstep: Class 7 contains 50447 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 11576 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 12038 members 
Mstep: Class 14 contains 117699 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 43256 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 162528 members 
Mstep: Class 21 contains 13103 members 
Mstep: Class 22 contains 5266 members 
Mstep: Class 23 contains 7969 members 
Mstep: Class 24 contains 8546 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 83797 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 48285 members 
Mstep: Class 31 contains 7458 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 8941 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 14897 members 
Mstep: Class 36 contains 2388 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2296 members 
Mstep: Class 39 contains 2710 members 
Mstep: Class 40 contains 14763 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258288.000000 Penalty: 139205.625000
Iteration 93Q: 42 clusters Score -1.112583e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 90168 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 61201 members 
Mstep: Class 7 contains 50418 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 14123 members 
Mstep: Class 11 contains 11575 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 12087 members 
Mstep: Class 14 contains 117677 members 
Mstep: Class 15 contains 9084 members 
Mstep: Class 16 contains 43273 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 162524 members 
Mstep: Class 21 contains 13076 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 8555 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 83805 members 
Mstep: Class 29 contains 4132 members 
Mstep: Class 30 contains 48273 members 
Mstep: Class 31 contains 7462 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 8910 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14903 members 
Mstep: Class 36 contains 2386 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2301 members 
Mstep: Class 39 contains 2728 members 
Mstep: Class 40 contains 14754 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258320.000000 Penalty: 139205.625000
Iteration 94Q: 42 clusters Score -1.112583e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 90151 members 
Mstep: Class 3 contains 4713 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 61211 members 
Mstep: Class 7 contains 50403 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 14122 members 
Mstep: Class 11 contains 11573 members 
Mstep: Class 12 contains 23880 members 
Mstep: Class 13 contains 12127 members 
Mstep: Class 14 contains 117658 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 43285 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 162520 members 
Mstep: Class 21 contains 13058 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 8023 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 83806 members 
Mstep: Class 29 contains 4128 members 
Mstep: Class 30 contains 48259 members 
Mstep: Class 31 contains 7467 members 
Mstep: Class 32 contains 4284 members 
Mstep: Class 33 contains 8878 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14905 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2299 members 
Mstep: Class 39 contains 2746 members 
Mstep: Class 40 contains 14750 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258600.000000 Penalty: 139205.625000
Iteration 95Q: 42 clusters Score -1.112586e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 90119 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 61213 members 
Mstep: Class 7 contains 50395 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 14124 members 
Mstep: Class 11 contains 11573 members 
Mstep: Class 12 contains 23865 members 
Mstep: Class 13 contains 12173 members 
Mstep: Class 14 contains 117640 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 43280 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 6868 members 
Mstep: Class 20 contains 162512 members 
Mstep: Class 21 contains 13046 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 8037 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2195 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4128 members 
Mstep: Class 30 contains 48242 members 
Mstep: Class 31 contains 7479 members 
Mstep: Class 32 contains 4283 members 
Mstep: Class 33 contains 8845 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14910 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2305 members 
Mstep: Class 39 contains 2754 members 
Mstep: Class 40 contains 14747 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258560.000000 Penalty: 139205.625000
Iteration 96Q: 42 clusters Score -1.112586e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90106 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 5699 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 61213 members 
Mstep: Class 7 contains 50389 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 14124 members 
Mstep: Class 11 contains 11573 members 
Mstep: Class 12 contains 23854 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 117622 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 43282 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 162509 members 
Mstep: Class 21 contains 13025 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 8062 members 
Mstep: Class 24 contains 8584 members 
Mstep: Class 25 contains 4313 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 83820 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 48232 members 
Mstep: Class 31 contains 7491 members 
Mstep: Class 32 contains 4282 members 
Mstep: Class 33 contains 8812 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14914 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2315 members 
Mstep: Class 39 contains 2765 members 
Mstep: Class 40 contains 14743 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258720.000000 Penalty: 139205.625000
Iteration 97Q: 42 clusters Score -1.112587e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90094 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61213 members 
Mstep: Class 7 contains 50385 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23843 members 
Mstep: Class 13 contains 12233 members 
Mstep: Class 14 contains 117611 members 
Mstep: Class 15 contains 9209 members 
Mstep: Class 16 contains 43296 members 
Mstep: Class 17 contains 8222 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 162499 members 
Mstep: Class 21 contains 13009 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 4307 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2196 members 
Mstep: Class 28 contains 83820 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 48217 members 
Mstep: Class 31 contains 7504 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 8783 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14918 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2314 members 
Mstep: Class 39 contains 2768 members 
Mstep: Class 40 contains 14741 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258640.000000 Penalty: 139205.625000
Iteration 98Q: 42 clusters Score -1.112586e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90079 members 
Mstep: Class 3 contains 4695 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61211 members 
Mstep: Class 7 contains 50377 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23834 members 
Mstep: Class 13 contains 12253 members 
Mstep: Class 14 contains 117600 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 43315 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 6859 members 
Mstep: Class 20 contains 162499 members 
Mstep: Class 21 contains 12998 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 8090 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 4305 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 83815 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 48203 members 
Mstep: Class 31 contains 7514 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 8762 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14923 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 2770 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258696.000000 Penalty: 139205.625000
Iteration 99Q: 42 clusters Score -1.112587e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90062 members 
Mstep: Class 3 contains 4690 members 
Mstep: Class 4 contains 5681 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50372 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2126 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23824 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 117587 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 43328 members 
Mstep: Class 17 contains 8214 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 6864 members 
Mstep: Class 20 contains 162496 members 
Mstep: Class 21 contains 12995 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 8095 members 
Mstep: Class 24 contains 8604 members 
Mstep: Class 25 contains 4300 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 48193 members 
Mstep: Class 31 contains 7521 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 8738 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14928 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2319 members 
Mstep: Class 39 contains 2772 members 
Mstep: Class 40 contains 14735 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258848.000000 Penalty: 139205.625000
Iteration 100F: 42 clusters Score -1.112588e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90049 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50367 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23814 members 
Mstep: Class 13 contains 12307 members 
Mstep: Class 14 contains 117567 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 43354 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 6855 members 
Mstep: Class 20 contains 162487 members 
Mstep: Class 21 contains 12988 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 8093 members 
Mstep: Class 24 contains 8606 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 83820 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 48185 members 
Mstep: Class 31 contains 7531 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 8715 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2327 members 
Mstep: Class 39 contains 2774 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258776.000000 Penalty: 139205.625000
Iteration 101Q: 42 clusters Score -1.112588e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90051 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50366 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 117550 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 43376 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 6849 members 
Mstep: Class 20 contains 162493 members 
Mstep: Class 21 contains 12986 members 
Mstep: Class 22 contains 5256 members 
Mstep: Class 23 contains 8089 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 48177 members 
Mstep: Class 31 contains 7538 members 
Mstep: Class 32 contains 4272 members 
Mstep: Class 33 contains 8690 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2775 members 
Mstep: Class 40 contains 14725 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258824.000000 Penalty: 139205.625000
Iteration 102Q: 42 clusters Score -1.112588e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90034 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50358 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2172 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 23799 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 14 contains 117532 members 
Mstep: Class 15 contains 9310 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 162492 members 
Mstep: Class 21 contains 12983 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8086 members 
Mstep: Class 24 contains 8611 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 48171 members 
Mstep: Class 31 contains 7543 members 
Mstep: Class 32 contains 4270 members 
Mstep: Class 33 contains 8679 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2332 members 
Mstep: Class 39 contains 2776 members 
Mstep: Class 40 contains 14724 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258800.000000 Penalty: 139205.625000
Iteration 103Q: 42 clusters Score -1.112588e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 90030 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50349 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 23794 members 
Mstep: Class 13 contains 12355 members 
Mstep: Class 14 contains 117519 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 43425 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6834 members 
Mstep: Class 20 contains 162486 members 
Mstep: Class 21 contains 12979 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 8084 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4125 members 
Mstep: Class 30 contains 48171 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 4269 members 
Mstep: Class 33 contains 8665 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2334 members 
Mstep: Class 39 contains 2777 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258792.000000 Penalty: 139205.625000
Iteration 104Q: 42 clusters Score -1.112588e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 90022 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61208 members 
Mstep: Class 7 contains 50346 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11569 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 12373 members 
Mstep: Class 14 contains 117507 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 43445 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6827 members 
Mstep: Class 20 contains 162473 members 
Mstep: Class 21 contains 12977 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 8616 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 83813 members 
Mstep: Class 29 contains 4122 members 
Mstep: Class 30 contains 48165 members 
Mstep: Class 31 contains 7557 members 
Mstep: Class 32 contains 4266 members 
Mstep: Class 33 contains 8651 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2341 members 
Mstep: Class 39 contains 2777 members 
Mstep: Class 40 contains 14716 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258944.000000 Penalty: 139205.625000
Iteration 105Q: 42 clusters Score -1.112589e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 90009 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61208 members 
Mstep: Class 7 contains 50340 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 23787 members 
Mstep: Class 13 contains 12385 members 
Mstep: Class 14 contains 117496 members 
Mstep: Class 15 contains 9344 members 
Mstep: Class 16 contains 43459 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6822 members 
Mstep: Class 20 contains 162469 members 
Mstep: Class 21 contains 12971 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 8618 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4122 members 
Mstep: Class 30 contains 48161 members 
Mstep: Class 31 contains 7568 members 
Mstep: Class 32 contains 4262 members 
Mstep: Class 33 contains 8642 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2342 members 
Mstep: Class 39 contains 2777 members 
Mstep: Class 40 contains 14716 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258856.000000 Penalty: 139205.625000
Iteration 106Q: 42 clusters Score -1.112589e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 90003 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61205 members 
Mstep: Class 7 contains 50333 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11569 members 
Mstep: Class 12 contains 23784 members 
Mstep: Class 13 contains 12399 members 
Mstep: Class 14 contains 117483 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 43486 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 162466 members 
Mstep: Class 21 contains 12968 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 83816 members 
Mstep: Class 29 contains 4121 members 
Mstep: Class 30 contains 48159 members 
Mstep: Class 31 contains 7580 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 8628 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2777 members 
Mstep: Class 40 contains 14714 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258768.000000 Penalty: 139205.625000
Iteration 107Q: 42 clusters Score -1.112588e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89998 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50330 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23784 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 117465 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 43505 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 162448 members 
Mstep: Class 21 contains 12964 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 8077 members 
Mstep: Class 24 contains 8624 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 83818 members 
Mstep: Class 29 contains 4121 members 
Mstep: Class 30 contains 48151 members 
Mstep: Class 31 contains 7594 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 8615 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2348 members 
Mstep: Class 39 contains 2777 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258848.000000 Penalty: 139205.625000
Iteration 108Q: 42 clusters Score -1.112588e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89995 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61208 members 
Mstep: Class 7 contains 50328 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23785 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 117449 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 43536 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 162435 members 
Mstep: Class 21 contains 12953 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 8065 members 
Mstep: Class 24 contains 8625 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 83819 members 
Mstep: Class 29 contains 4119 members 
Mstep: Class 30 contains 48148 members 
Mstep: Class 31 contains 7602 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 8603 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2350 members 
Mstep: Class 39 contains 2778 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258912.000000 Penalty: 139205.625000
Iteration 109Q: 42 clusters Score -1.112589e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89985 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50326 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23794 members 
Mstep: Class 13 contains 12450 members 
Mstep: Class 14 contains 117440 members 
Mstep: Class 15 contains 9374 members 
Mstep: Class 16 contains 43551 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 6798 members 
Mstep: Class 20 contains 162417 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 8058 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 83819 members 
Mstep: Class 29 contains 4109 members 
Mstep: Class 30 contains 48146 members 
Mstep: Class 31 contains 7608 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 8587 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2350 members 
Mstep: Class 39 contains 2779 members 
Mstep: Class 40 contains 14725 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259032.000000 Penalty: 139205.625000
Iteration 110Q: 42 clusters Score -1.11259e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89979 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50324 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 14141 members 
Mstep: Class 11 contains 11569 members 
Mstep: Class 12 contains 23800 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 117432 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 43549 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6796 members 
Mstep: Class 20 contains 162408 members 
Mstep: Class 21 contains 12942 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 8058 members 
Mstep: Class 24 contains 8637 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 83826 members 
Mstep: Class 29 contains 4099 members 
Mstep: Class 30 contains 48143 members 
Mstep: Class 31 contains 7612 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 8578 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2350 members 
Mstep: Class 39 contains 2780 members 
Mstep: Class 40 contains 14723 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258976.000000 Penalty: 139205.625000
Iteration 111Q: 42 clusters Score -1.11259e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89965 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50323 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 23795 members 
Mstep: Class 13 contains 12486 members 
Mstep: Class 14 contains 117428 members 
Mstep: Class 15 contains 9395 members 
Mstep: Class 16 contains 43557 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6796 members 
Mstep: Class 20 contains 162404 members 
Mstep: Class 21 contains 12935 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 8058 members 
Mstep: Class 24 contains 8644 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 83830 members 
Mstep: Class 29 contains 4095 members 
Mstep: Class 30 contains 48139 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4252 members 
Mstep: Class 33 contains 8572 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2351 members 
Mstep: Class 39 contains 2781 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258968.000000 Penalty: 139205.625000
Iteration 112Q: 42 clusters Score -1.11259e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89958 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61196 members 
Mstep: Class 7 contains 50325 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 23787 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 117422 members 
Mstep: Class 15 contains 9415 members 
Mstep: Class 16 contains 43563 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 6794 members 
Mstep: Class 20 contains 162403 members 
Mstep: Class 21 contains 12927 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 8659 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 83833 members 
Mstep: Class 29 contains 4090 members 
Mstep: Class 30 contains 48133 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 8565 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2353 members 
Mstep: Class 39 contains 2782 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259056.000000 Penalty: 139205.625000
Iteration 113Q: 42 clusters Score -1.112591e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89956 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61198 members 
Mstep: Class 7 contains 50323 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 13 contains 12504 members 
Mstep: Class 14 contains 117423 members 
Mstep: Class 15 contains 9433 members 
Mstep: Class 16 contains 43568 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 162404 members 
Mstep: Class 21 contains 12917 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 83833 members 
Mstep: Class 29 contains 4081 members 
Mstep: Class 30 contains 48131 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 8554 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2354 members 
Mstep: Class 39 contains 2787 members 
Mstep: Class 40 contains 14718 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259128.000000 Penalty: 139205.625000
Iteration 114Q: 42 clusters Score -1.112591e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89950 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 61199 members 
Mstep: Class 7 contains 50321 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 14141 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 23787 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 117422 members 
Mstep: Class 15 contains 9454 members 
Mstep: Class 16 contains 43578 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5020 members 
Mstep: Class 19 contains 6791 members 
Mstep: Class 20 contains 162405 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 8671 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 83836 members 
Mstep: Class 29 contains 4071 members 
Mstep: Class 30 contains 48124 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4252 members 
Mstep: Class 33 contains 8548 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2354 members 
Mstep: Class 39 contains 2788 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259048.000000 Penalty: 139205.625000
Iteration 115Q: 42 clusters Score -1.11259e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89948 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 23786 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 117420 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 43586 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 162401 members 
Mstep: Class 21 contains 12902 members 
Mstep: Class 22 contains 5242 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 83838 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 48116 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 4252 members 
Mstep: Class 33 contains 8546 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2351 members 
Mstep: Class 39 contains 2791 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258984.000000 Penalty: 139205.625000
Iteration 116Q: 42 clusters Score -1.11259e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89944 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 23778 members 
Mstep: Class 13 contains 12508 members 
Mstep: Class 14 contains 117417 members 
Mstep: Class 15 contains 9479 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 162398 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 83838 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 48109 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8547 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2353 members 
Mstep: Class 39 contains 2792 members 
Mstep: Class 40 contains 14722 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258880.000000 Penalty: 139205.625000
Iteration 117Q: 42 clusters Score -1.112589e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89937 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 117416 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 162392 members 
Mstep: Class 21 contains 12883 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 8691 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 83842 members 
Mstep: Class 29 contains 4062 members 
Mstep: Class 30 contains 48102 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 8542 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2351 members 
Mstep: Class 39 contains 2794 members 
Mstep: Class 40 contains 14722 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259008.000000 Penalty: 139205.625000
Iteration 118Q: 42 clusters Score -1.11259e+08 nChanged 120
Entering ConstructFrom: 
Score: -111259008.000000 Penalty: 139205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -734099.875000 Penalty: 2150.309082
	Iteration 0F: 2 clusters Score -734099.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -729057.687500 Penalty: 4300.618164
	Iteration 0F: 3 clusters Score -729057.7 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -730351.312500 Penalty: 4300.618164
	Iteration 1F: 3 clusters Score -730351.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -730669.687500 Penalty: 4300.618164
	Iteration 2F: 3 clusters Score -730669.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -730948.750000 Penalty: 4300.618164
	Iteration 3F: 3 clusters Score -730948.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -731257.000000 Penalty: 4300.618164
	Iteration 4F: 3 clusters Score -731257 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -731595.562500 Penalty: 4300.618164
	Iteration 5F: 3 clusters Score -731595.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -731959.562500 Penalty: 4300.618164
	Iteration 6F: 3 clusters Score -731959.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -732224.437500 Penalty: 4300.618164
	Iteration 7F: 3 clusters Score -732224.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -732365.062500 Penalty: 4300.618164
	Iteration 8Q: 3 clusters Score -732365.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -732440.000000 Penalty: 4300.618164
	Iteration 9Q: 3 clusters Score -732440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -732492.312500 Penalty: 4300.618164
	Iteration 10Q: 3 clusters Score -732492.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -732528.187500 Penalty: 4300.618164
	Iteration 11Q: 3 clusters Score -732528.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -732551.187500 Penalty: 4300.618164
	Iteration 12Q: 3 clusters Score -732551.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -732563.937500 Penalty: 4300.618164
	Iteration 13Q: 3 clusters Score -732563.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -732567.250000 Penalty: 4300.618164
	Iteration 14Q: 3 clusters Score -732567.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -732574.437500 Penalty: 4300.618164
	Iteration 15Q: 3 clusters Score -732574.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -732580.062500 Penalty: 4300.618164
	Iteration 16Q: 3 clusters Score -732580.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -732583.312500 Penalty: 4300.618164
	Iteration 17Q: 3 clusters Score -732583.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -732588.375000 Penalty: 4300.618164
	Iteration 18Q: 3 clusters Score -732588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -732590.125000 Penalty: 4300.618164
	Iteration 19Q: 3 clusters Score -732590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -732595.062500 Penalty: 4300.618164
	Iteration 20F: 3 clusters Score -732595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -732595.312500 Penalty: 4300.618164
	Iteration 21Q: 3 clusters Score -732595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -732595.250000 Penalty: 4300.618164
	Iteration 22Q: 3 clusters Score -732595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -732598.062500 Penalty: 4300.618164
	Iteration 23Q: 3 clusters Score -732598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -732599.750000 Penalty: 4300.618164
	Iteration 24Q: 3 clusters Score -732599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -732599.875000 Penalty: 4300.618164
	Iteration 25Q: 3 clusters Score -732599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -732601.375000 Penalty: 4300.618164
	Iteration 26Q: 3 clusters Score -732601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -732601.500000 Penalty: 4300.618164
	Iteration 27Q: 3 clusters Score -732601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -732602.250000 Penalty: 4300.618164
	Iteration 28Q: 3 clusters Score -732602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -732602.750000 Penalty: 4300.618164
	Iteration 29Q: 3 clusters Score -732602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -732602.812500 Penalty: 4300.618164
	Iteration 30Q: 3 clusters Score -732602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -732602.812500 Penalty: 4300.618164
	Iteration 31F: 3 clusters Score -732602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (89927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Entering Unmasked Estep 
Score: -11777023.000000 Penalty: 2828.875000
	Iteration 0F: 2 clusters Score -1.177702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -11716691.000000 Penalty: 5657.750000
	Iteration 0F: 3 clusters Score -1.171669e+07 nChanged 42678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -11742266.000000 Penalty: 5657.750000
	Iteration 1F: 3 clusters Score -1.174227e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -11744250.000000 Penalty: 5657.750000
	Iteration 2F: 3 clusters Score -1.174425e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -11747196.000000 Penalty: 5657.750000
	Iteration 3F: 3 clusters Score -1.17472e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -11750567.000000 Penalty: 5657.750000
	Iteration 4F: 3 clusters Score -1.175057e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -11753951.000000 Penalty: 5657.750000
	Iteration 5F: 3 clusters Score -1.175395e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -11756450.000000 Penalty: 5657.750000
	Iteration 6F: 3 clusters Score -1.175645e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -11758057.000000 Penalty: 5657.750000
	Iteration 7Q: 3 clusters Score -1.175806e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -11759075.000000 Penalty: 5657.750000
	Iteration 8Q: 3 clusters Score -1.175908e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -11759701.000000 Penalty: 5657.750000
	Iteration 9Q: 3 clusters Score -1.17597e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -11760257.000000 Penalty: 5657.750000
	Iteration 10Q: 3 clusters Score -1.176026e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -11760775.000000 Penalty: 5657.750000
	Iteration 11Q: 3 clusters Score -1.176078e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -11761346.000000 Penalty: 5657.750000
	Iteration 12Q: 3 clusters Score -1.176135e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -11762339.000000 Penalty: 5657.750000
	Iteration 13Q: 3 clusters Score -1.176234e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -11763416.000000 Penalty: 5657.750000
	Iteration 14Q: 3 clusters Score -1.176342e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -11764773.000000 Penalty: 5657.750000
	Iteration 15Q: 3 clusters Score -1.176477e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -11766398.000000 Penalty: 5657.750000
	Iteration 16Q: 3 clusters Score -1.17664e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -11768281.000000 Penalty: 5657.750000
	Iteration 17Q: 3 clusters Score -1.176828e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -11770329.000000 Penalty: 5657.750000
	Iteration 18Q: 3 clusters Score -1.177033e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -11772020.000000 Penalty: 5657.750000
	Iteration 19Q: 3 clusters Score -1.177202e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -11773043.000000 Penalty: 5657.750000
	Iteration 20F: 3 clusters Score -1.177304e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -11773741.000000 Penalty: 5657.750000
	Iteration 21Q: 3 clusters Score -1.177374e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -11774136.000000 Penalty: 5657.750000
	Iteration 22Q: 3 clusters Score -1.177414e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -11774340.000000 Penalty: 5657.750000
	Iteration 23Q: 3 clusters Score -1.177434e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -11774486.000000 Penalty: 5657.750000
	Iteration 24Q: 3 clusters Score -1.177449e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11774575.000000 Penalty: 5657.750000
	Iteration 25Q: 3 clusters Score -1.177458e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11774665.000000 Penalty: 5657.750000
	Iteration 26Q: 3 clusters Score -1.177466e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11774669.000000 Penalty: 5657.750000
	Iteration 27Q: 3 clusters Score -1.177467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11774703.000000 Penalty: 5657.750000
	Iteration 28Q: 3 clusters Score -1.17747e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11774733.000000 Penalty: 5657.750000
	Iteration 29Q: 3 clusters Score -1.177473e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11774748.000000 Penalty: 5657.750000
	Iteration 30Q: 3 clusters Score -1.177475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11774748.000000 Penalty: 5657.750000
	Iteration 31Q: 3 clusters Score -1.177475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11774759.000000 Penalty: 5657.750000
	Iteration 32Q: 3 clusters Score -1.177476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11774766.000000 Penalty: 5657.750000
	Iteration 33Q: 3 clusters Score -1.177477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11774770.000000 Penalty: 5657.750000
	Iteration 34Q: 3 clusters Score -1.177477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11774774.000000 Penalty: 5657.750000
	Iteration 35Q: 3 clusters Score -1.177477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11774792.000000 Penalty: 5657.750000
	Iteration 36Q: 3 clusters Score -1.177479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11774791.000000 Penalty: 5657.750000
	Iteration 37Q: 3 clusters Score -1.177479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11774805.000000 Penalty: 5657.750000
	Iteration 38Q: 3 clusters Score -1.17748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11774804.000000 Penalty: 5657.750000
	Iteration 39Q: 3 clusters Score -1.17748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11774816.000000 Penalty: 5657.750000
	Iteration 40F: 3 clusters Score -1.177482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11774824.000000 Penalty: 5657.750000
	Iteration 41Q: 3 clusters Score -1.177482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11774827.000000 Penalty: 5657.750000
	Iteration 42Q: 3 clusters Score -1.177483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11774831.000000 Penalty: 5657.750000
	Iteration 43Q: 3 clusters Score -1.177483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11774827.000000 Penalty: 5657.750000
	Iteration 44Q: 3 clusters Score -1.177483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11774827.000000 Penalty: 5657.750000
	Iteration 45Q: 3 clusters Score -1.177483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11774830.000000 Penalty: 5657.750000
	Iteration 46Q: 3 clusters Score -1.177483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11774836.000000 Penalty: 5657.750000
	Iteration 47Q: 3 clusters Score -1.177484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11774831.000000 Penalty: 5657.750000
	Iteration 48Q: 3 clusters Score -1.177483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11774839.000000 Penalty: 5657.750000
	Iteration 49Q: 3 clusters Score -1.177484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11774839.000000 Penalty: 5657.750000
	Iteration 50F: 3 clusters Score -1.177484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -537373.000000 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -537373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -533072.250000 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -533072.2 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -534358.750000 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -534358.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -534975.812500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -534975.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -535605.312500 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -535605.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -536107.062500 Penalty: 4192.569824
	Iteration 4F: 3 clusters Score -536107.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -536541.937500 Penalty: 4192.569824
	Iteration 5F: 3 clusters Score -536541.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -536875.437500 Penalty: 4192.569824
	Iteration 6F: 3 clusters Score -536875.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -537031.375000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -537031.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -537141.250000 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -537141.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -537247.062500 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -537247.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -537356.312500 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -537356.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -537423.875000 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -537423.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -537474.812500 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -537474.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -537500.937500 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -537500.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -537520.250000 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -537520.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -537539.250000 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -537539.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -537550.625000 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -537550.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -537557.750000 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -537557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -537560.250000 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -537560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -537562.312500 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -537562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -537564.562500 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -537564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -537565.125000 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -537565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -537565.500000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -537565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -537567.500000 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -537567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -537566.625000 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -537566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -537569.312500 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -537569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -537570.562500 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -537570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -537572.312500 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -537572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -537573.437500 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -537573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -537575.437500 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -537575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -537577.062500 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -537577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -537577.062500 Penalty: 4192.569824
	Iteration 31F: 3 clusters Score -537577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89927 members 
Mstep: Class 3 contains 3018 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 117415 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 162388 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83840 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 48103 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2796 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 1620 members 
Mstep: Class 42 contains 1670 members 
Entering Unmasked Estep 
Score: -111258176.000000 Penalty: 142600.890625
Splitting cluster 3 changes total score from -111259008.000000 to -111258176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -736878.937500 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -736878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -731959.437500 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -731959.4 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -733220.437500 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -733220.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -733488.875000 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -733488.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -733672.437500 Penalty: 4287.337402
	Iteration 3F: 3 clusters Score -733672.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -733798.562500 Penalty: 4287.337402
	Iteration 4Q: 3 clusters Score -733798.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -733915.000000 Penalty: 4287.337402
	Iteration 5Q: 3 clusters Score -733915 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -734032.437500 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -734032.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -734151.250000 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -734151.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -734268.312500 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -734268.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -734359.750000 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -734359.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -734435.250000 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -734435.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -734490.687500 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -734490.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -734528.187500 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -734528.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -734576.562500 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -734576.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -734617.375000 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -734617.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -734663.062500 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -734663.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -734702.187500 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -734702.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -734739.687500 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -734739.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -734765.375000 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -734765.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -734787.437500 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -734787.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -734805.937500 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -734805.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -734823.000000 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -734823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -734842.312500 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -734842.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -734863.187500 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -734863.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -734888.812500 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -734888.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -734911.437500 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -734911.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -734939.500000 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -734939.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -734956.687500 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -734956.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -734967.750000 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -734967.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -734979.437500 Penalty: 4287.337402
	Iteration 29Q: 3 clusters Score -734979.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -734987.750000 Penalty: 4287.337402
	Iteration 30Q: 3 clusters Score -734987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -734995.937500 Penalty: 4287.337402
	Iteration 31Q: 3 clusters Score -734995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -735000.125000 Penalty: 4287.337402
	Iteration 32Q: 3 clusters Score -735000.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -735006.562500 Penalty: 4287.337402
	Iteration 33Q: 3 clusters Score -735006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -735011.687500 Penalty: 4287.337402
	Iteration 34Q: 3 clusters Score -735011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -735016.625000 Penalty: 4287.337402
	Iteration 35Q: 3 clusters Score -735016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -735019.312500 Penalty: 4287.337402
	Iteration 36Q: 3 clusters Score -735019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -735026.750000 Penalty: 4287.337402
	Iteration 37Q: 3 clusters Score -735026.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -735033.875000 Penalty: 4287.337402
	Iteration 38Q: 3 clusters Score -735033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -735041.562500 Penalty: 4287.337402
	Iteration 39Q: 3 clusters Score -735041.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -735047.562500 Penalty: 4287.337402
	Iteration 40F: 3 clusters Score -735047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -735053.187500 Penalty: 4287.337402
	Iteration 41Q: 3 clusters Score -735053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -735058.375000 Penalty: 4287.337402
	Iteration 42Q: 3 clusters Score -735058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -735059.750000 Penalty: 4287.337402
	Iteration 43Q: 3 clusters Score -735059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -735064.000000 Penalty: 4287.337402
	Iteration 44Q: 3 clusters Score -735064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -735067.937500 Penalty: 4287.337402
	Iteration 45Q: 3 clusters Score -735067.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -735074.812500 Penalty: 4287.337402
	Iteration 46Q: 3 clusters Score -735074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -735081.312500 Penalty: 4287.337402
	Iteration 47Q: 3 clusters Score -735081.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -735091.375000 Penalty: 4287.337402
	Iteration 48Q: 3 clusters Score -735091.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -735098.250000 Penalty: 4287.337402
	Iteration 49Q: 3 clusters Score -735098.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -735108.562500 Penalty: 4287.337402
	Iteration 50Q: 3 clusters Score -735108.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -735117.812500 Penalty: 4287.337402
	Iteration 51Q: 3 clusters Score -735117.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -735123.312500 Penalty: 4287.337402
	Iteration 52Q: 3 clusters Score -735123.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -735126.562500 Penalty: 4287.337402
	Iteration 53Q: 3 clusters Score -735126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -735130.312500 Penalty: 4287.337402
	Iteration 54Q: 3 clusters Score -735130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -735130.750000 Penalty: 4287.337402
	Iteration 55Q: 3 clusters Score -735130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -735132.937500 Penalty: 4287.337402
	Iteration 56Q: 3 clusters Score -735132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -735132.125000 Penalty: 4287.337402
	Iteration 57Q: 3 clusters Score -735132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -735132.687500 Penalty: 4287.337402
	Iteration 58Q: 3 clusters Score -735132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -735132.687500 Penalty: 4287.337402
	Iteration 59F: 3 clusters Score -735132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -574865.750000 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -574865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -570622.187500 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -570622.2 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -571710.437500 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -571710.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -572023.625000 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -572023.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -572256.187500 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -572256.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -572499.937500 Penalty: 4182.307129
	Iteration 4F: 3 clusters Score -572499.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -572736.187500 Penalty: 4182.307129
	Iteration 5F: 3 clusters Score -572736.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -572954.000000 Penalty: 4182.307129
	Iteration 6Q: 3 clusters Score -572954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -573134.750000 Penalty: 4182.307129
	Iteration 7Q: 3 clusters Score -573134.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -573271.000000 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -573271 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -573355.937500 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -573355.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -573435.687500 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -573435.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -573473.500000 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -573473.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -573505.312500 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -573505.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -573537.750000 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -573537.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -573576.125000 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -573576.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -573598.500000 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -573598.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -573615.625000 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -573615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -573626.750000 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -573626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -573634.062500 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -573634.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -573643.812500 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -573643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -573650.687500 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -573650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -573654.000000 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -573654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -573658.937500 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -573658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -573659.312500 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -573659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -573660.812500 Penalty: 4182.307129
	Iteration 24Q: 3 clusters Score -573660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -573661.937500 Penalty: 4182.307129
	Iteration 25Q: 3 clusters Score -573661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -573662.375000 Penalty: 4182.307129
	Iteration 26Q: 3 clusters Score -573662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -573663.625000 Penalty: 4182.307129
	Iteration 27Q: 3 clusters Score -573663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -573664.312500 Penalty: 4182.307129
	Iteration 28Q: 3 clusters Score -573664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -573664.750000 Penalty: 4182.307129
	Iteration 29Q: 3 clusters Score -573664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -573665.750000 Penalty: 4182.307129
	Iteration 30Q: 3 clusters Score -573665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -573665.812500 Penalty: 4182.307129
	Iteration 31Q: 3 clusters Score -573665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -573665.812500 Penalty: 4182.307129
	Iteration 32F: 3 clusters Score -573665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Entering Unmasked Estep 
Score: -7911733.000000 Penalty: 2733.444092
	Iteration 0F: 2 clusters Score -7911733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7870565.500000 Penalty: 5466.888184
	Iteration 0F: 3 clusters Score -7870566 nChanged 28573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -7886816.000000 Penalty: 5466.888184
	Iteration 1F: 3 clusters Score -7886816 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7887708.000000 Penalty: 5466.888184
	Iteration 2Q: 3 clusters Score -7887708 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -7888764.000000 Penalty: 5466.888184
	Iteration 3Q: 3 clusters Score -7888764 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -7890467.500000 Penalty: 5466.888184
	Iteration 4F: 3 clusters Score -7890468 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -7892779.000000 Penalty: 5466.888184
	Iteration 5F: 3 clusters Score -7892779 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -7895698.000000 Penalty: 5466.888184
	Iteration 6F: 3 clusters Score -7895698 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -7899275.000000 Penalty: 5466.888184
	Iteration 7F: 3 clusters Score -7899275 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -7902722.000000 Penalty: 5466.888184
	Iteration 8F: 3 clusters Score -7902722 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7905346.500000 Penalty: 5466.888184
	Iteration 9F: 3 clusters Score -7905346 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7907138.000000 Penalty: 5466.888184
	Iteration 10Q: 3 clusters Score -7907138 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7908168.000000 Penalty: 5466.888184
	Iteration 11Q: 3 clusters Score -7908168 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7908714.000000 Penalty: 5466.888184
	Iteration 12Q: 3 clusters Score -7908714 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7909002.000000 Penalty: 5466.888184
	Iteration 13Q: 3 clusters Score -7909002 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7909192.500000 Penalty: 5466.888184
	Iteration 14Q: 3 clusters Score -7909192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7909290.000000 Penalty: 5466.888184
	Iteration 15Q: 3 clusters Score -7909290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7909363.500000 Penalty: 5466.888184
	Iteration 16Q: 3 clusters Score -7909364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7909374.500000 Penalty: 5466.888184
	Iteration 17Q: 3 clusters Score -7909374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7909379.000000 Penalty: 5466.888184
	Iteration 18Q: 3 clusters Score -7909379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7909393.500000 Penalty: 5466.888184
	Iteration 19Q: 3 clusters Score -7909394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7909414.500000 Penalty: 5466.888184
	Iteration 20F: 3 clusters Score -7909414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7909415.000000 Penalty: 5466.888184
	Iteration 21Q: 3 clusters Score -7909415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7909419.000000 Penalty: 5466.888184
	Iteration 22Q: 3 clusters Score -7909419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7909428.500000 Penalty: 5466.888184
	Iteration 23Q: 3 clusters Score -7909428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7909431.000000 Penalty: 5466.888184
	Iteration 24Q: 3 clusters Score -7909431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7909435.000000 Penalty: 5466.888184
	Iteration 25Q: 3 clusters Score -7909435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7909435.000000 Penalty: 5466.888184
	Iteration 26F: 3 clusters Score -7909435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Entering Unmasked Estep 
Score: -6674802.500000 Penalty: 2684.886963
	Iteration 0F: 2 clusters Score -6674802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6640963.500000 Penalty: 5369.773926
	Iteration 0F: 3 clusters Score -6640964 nChanged 23271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6653919.000000 Penalty: 5369.773926
	Iteration 1F: 3 clusters Score -6653919 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -6654945.500000 Penalty: 5369.773926
	Iteration 2Q: 3 clusters Score -6654946 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -6656484.000000 Penalty: 5369.773926
	Iteration 3F: 3 clusters Score -6656484 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -6659000.500000 Penalty: 5369.773926
	Iteration 4F: 3 clusters Score -6659000 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -6662691.000000 Penalty: 5369.773926
	Iteration 5F: 3 clusters Score -6662691 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -6666863.000000 Penalty: 5369.773926
	Iteration 6F: 3 clusters Score -6666863 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6669945.000000 Penalty: 5369.773926
	Iteration 7F: 3 clusters Score -6669945 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6671486.500000 Penalty: 5369.773926
	Iteration 8Q: 3 clusters Score -6671486 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -6672110.000000 Penalty: 5369.773926
	Iteration 9Q: 3 clusters Score -6672110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6672370.500000 Penalty: 5369.773926
	Iteration 10Q: 3 clusters Score -6672370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -6672484.500000 Penalty: 5369.773926
	Iteration 11Q: 3 clusters Score -6672484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6672540.000000 Penalty: 5369.773926
	Iteration 12Q: 3 clusters Score -6672540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6672543.500000 Penalty: 5369.773926
	Iteration 13Q: 3 clusters Score -6672544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -6672574.500000 Penalty: 5369.773926
	Iteration 14Q: 3 clusters Score -6672574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -6672587.000000 Penalty: 5369.773926
	Iteration 15Q: 3 clusters Score -6672587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6672613.500000 Penalty: 5369.773926
	Iteration 16Q: 3 clusters Score -6672614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6672623.500000 Penalty: 5369.773926
	Iteration 17Q: 3 clusters Score -6672624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -6672624.000000 Penalty: 5369.773926
	Iteration 18Q: 3 clusters Score -6672624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6672630.500000 Penalty: 5369.773926
	Iteration 19Q: 3 clusters Score -6672630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -6672639.000000 Penalty: 5369.773926
	Iteration 20F: 3 clusters Score -6672639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6672639.000000 Penalty: 5369.773926
	Iteration 21Q: 3 clusters Score -6672639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6672639.000000 Penalty: 5369.773926
	Iteration 22F: 3 clusters Score -6672639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -47099.566406 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -47099.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45836.175781 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -45836.18 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46075.574219 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -46075.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46245.054688 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -46245.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46364.570312 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -46364.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -46435.144531 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -46435.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -46472.695312 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -46472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46484.105469 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -46484.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -46494.679688 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -46494.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -46498.074219 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -46498.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -46498.074219 Penalty: 2995.966309
	Iteration 9F: 3 clusters Score -46498.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -265850.843750 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -265850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -263078.656250 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -263078.7 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264083.718750 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -264083.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -264395.812500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -264395.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -264582.562500 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -264582.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -264719.281250 Penalty: 3842.593750
	Iteration 4F: 3 clusters Score -264719.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -264832.625000 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -264832.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -264901.156250 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -264901.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -264972.375000 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -264972.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -265033.750000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -265033.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -265099.281250 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -265099.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -265142.468750 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -265142.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -265168.218750 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -265168.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -265188.562500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -265188.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -265214.156250 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -265214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -265240.031250 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -265240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -265271.750000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -265271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -265286.687500 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -265286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -265293.656250 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -265293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -265301.031250 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -265301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -265309.781250 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -265309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -265311.562500 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -265311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -265313.500000 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -265313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -265319.562500 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -265319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -265330.093750 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -265330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -265336.156250 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -265336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -265350.281250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -265350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -265363.906250 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -265363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -265377.468750 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -265377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -265383.000000 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -265383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -265389.937500 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -265389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -265393.312500 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -265393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -265395.593750 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -265395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -265399.062500 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -265399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -265401.781250 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -265401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -265404.687500 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -265404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265407.625000 Penalty: 3842.593750
	Iteration 35Q: 3 clusters Score -265407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -265409.218750 Penalty: 3842.593750
	Iteration 36Q: 3 clusters Score -265409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -265410.468750 Penalty: 3842.593750
	Iteration 37Q: 3 clusters Score -265410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -265411.968750 Penalty: 3842.593750
	Iteration 38Q: 3 clusters Score -265412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -265412.968750 Penalty: 3842.593750
	Iteration 39Q: 3 clusters Score -265413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -265413.781250 Penalty: 3842.593750
	Iteration 40F: 3 clusters Score -265413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1797704.875000 Penalty: 2369.937012
	Iteration 0F: 2 clusters Score -1797705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1787348.750000 Penalty: 4739.874023
	Iteration 0F: 3 clusters Score -1787349 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1790519.750000 Penalty: 4739.874023
	Iteration 1F: 3 clusters Score -1790520 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1790914.375000 Penalty: 4739.874023
	Iteration 2F: 3 clusters Score -1790914 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1791208.375000 Penalty: 4739.874023
	Iteration 3F: 3 clusters Score -1791208 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1791449.375000 Penalty: 4739.874023
	Iteration 4Q: 3 clusters Score -1791449 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1791651.250000 Penalty: 4739.874023
	Iteration 5Q: 3 clusters Score -1791651 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1791863.625000 Penalty: 4739.874023
	Iteration 6Q: 3 clusters Score -1791864 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1792113.750000 Penalty: 4739.874023
	Iteration 7Q: 3 clusters Score -1792114 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1792371.500000 Penalty: 4739.874023
	Iteration 8Q: 3 clusters Score -1792372 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1792651.750000 Penalty: 4739.874023
	Iteration 9Q: 3 clusters Score -1792652 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1792958.250000 Penalty: 4739.874023
	Iteration 10Q: 3 clusters Score -1792958 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1793354.125000 Penalty: 4739.874023
	Iteration 11Q: 3 clusters Score -1793354 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1793704.250000 Penalty: 4739.874023
	Iteration 12Q: 3 clusters Score -1793704 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1794039.625000 Penalty: 4739.874023
	Iteration 13Q: 3 clusters Score -1794040 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1794318.375000 Penalty: 4739.874023
	Iteration 14Q: 3 clusters Score -1794318 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1794544.375000 Penalty: 4739.874023
	Iteration 15Q: 3 clusters Score -1794544 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1794713.000000 Penalty: 4739.874023
	Iteration 16Q: 3 clusters Score -1794713 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1794825.500000 Penalty: 4739.874023
	Iteration 17Q: 3 clusters Score -1794826 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1794908.125000 Penalty: 4739.874023
	Iteration 18Q: 3 clusters Score -1794908 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1794956.500000 Penalty: 4739.874023
	Iteration 19Q: 3 clusters Score -1794956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1795007.750000 Penalty: 4739.874023
	Iteration 20F: 3 clusters Score -1795008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1795041.875000 Penalty: 4739.874023
	Iteration 21Q: 3 clusters Score -1795042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1795064.500000 Penalty: 4739.874023
	Iteration 22Q: 3 clusters Score -1795064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1795087.125000 Penalty: 4739.874023
	Iteration 23Q: 3 clusters Score -1795087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1795101.000000 Penalty: 4739.874023
	Iteration 24Q: 3 clusters Score -1795101 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1795128.125000 Penalty: 4739.874023
	Iteration 25Q: 3 clusters Score -1795128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1795148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1795175 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1795190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1795216.875000 Penalty: 4739.874023
	Iteration 29Q: 3 clusters Score -1795217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1795244.750000 Penalty: 4739.874023
	Iteration 30Q: 3 clusters Score -1795245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1795264.250000 Penalty: 4739.874023
	Iteration 31Q: 3 clusters Score -1795264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1795288.250000 Penalty: 4739.874023
	Iteration 32Q: 3 clusters Score -1795288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1795305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1795318.750000 Penalty: 4739.874023
	Iteration 34Q: 3 clusters Score -1795319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1795345 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1795366.500000 Penalty: 4739.874023
	Iteration 36Q: 3 clusters Score -1795366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1795390.625000 Penalty: 4739.874023
	Iteration 37Q: 3 clusters Score -1795391 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1795413.750000 Penalty: 4739.874023
	Iteration 38Q: 3 clusters Score -1795414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1795429.375000 Penalty: 4739.874023
	Iteration 39Q: 3 clusters Score -1795429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1795443.250000 Penalty: 4739.874023
	Iteration 40F: 3 clusters Score -1795443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1795468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1795481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1795497.500000 Penalty: 4739.874023
	Iteration 43Q: 3 clusters Score -1795498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1795513.125000 Penalty: 4739.874023
	Iteration 44Q: 3 clusters Score -1795513 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1795537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1795554.375000 Penalty: 4739.874023
	Iteration 46Q: 3 clusters Score -1795554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1795571.875000 Penalty: 4739.874023
	Iteration 47Q: 3 clusters Score -1795572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1795591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1795604.375000 Penalty: 4739.874023
	Iteration 49Q: 3 clusters Score -1795604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1795611.000000 Penalty: 4739.874023
	Iteration 50Q: 3 clusters Score -1795611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1795625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1795634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1795642.750000 Penalty: 4739.874023
	Iteration 53Q: 3 clusters Score -1795643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1795650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1795657.375000 Penalty: 4739.874023
	Iteration 55Q: 3 clusters Score -1795657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1795654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1795657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1795662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1795662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1795663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1795659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1795666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1795665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1795671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1795679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1795679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1795680.875000 Penalty: 4739.874023
	Iteration 67Q: 3 clusters Score -1795681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1795684.625000 Penalty: 4739.874023
	Iteration 68Q: 3 clusters Score -1795685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1795689.625000 Penalty: 4739.874023
	Iteration 69Q: 3 clusters Score -1795690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1795690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1795690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1795691.625000 Penalty: 4739.874023
	Iteration 72Q: 3 clusters Score -1795692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1795698.375000 Penalty: 4739.874023
	Iteration 73Q: 3 clusters Score -1795698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1795696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1795699.500000 Penalty: 4739.874023
	Iteration 75Q: 3 clusters Score -1795700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1795702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1795708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1795708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1795710.750000 Penalty: 4739.874023
	Iteration 79Q: 3 clusters Score -1795711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1795720.250000 Penalty: 4739.874023
	Iteration 80F: 3 clusters Score -1795720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1795726.625000 Penalty: 4739.874023
	Iteration 81Q: 3 clusters Score -1795727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1795723.750000 Penalty: 4739.874023
	Iteration 82Q: 3 clusters Score -1795724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1795734.625000 Penalty: 4739.874023
	Iteration 83Q: 3 clusters Score -1795735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1795740.625000 Penalty: 4739.874023
	Iteration 84Q: 3 clusters Score -1795741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1795742.500000 Penalty: 4739.874023
	Iteration 85Q: 3 clusters Score -1795742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1795750.125000 Penalty: 4739.874023
	Iteration 86Q: 3 clusters Score -1795750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1795754.125000 Penalty: 4739.874023
	Iteration 87Q: 3 clusters Score -1795754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1795762.375000 Penalty: 4739.874023
	Iteration 88Q: 3 clusters Score -1795762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1795769.125000 Penalty: 4739.874023
	Iteration 89Q: 3 clusters Score -1795769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1795769.625000 Penalty: 4739.874023
	Iteration 90Q: 3 clusters Score -1795770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1795782.250000 Penalty: 4739.874023
	Iteration 91Q: 3 clusters Score -1795782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1795781.750000 Penalty: 4739.874023
	Iteration 92Q: 3 clusters Score -1795782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1795788.250000 Penalty: 4739.874023
	Iteration 93Q: 3 clusters Score -1795788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1795790.250000 Penalty: 4739.874023
	Iteration 94Q: 3 clusters Score -1795790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1795794.125000 Penalty: 4739.874023
	Iteration 95Q: 3 clusters Score -1795794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1795795.500000 Penalty: 4739.874023
	Iteration 96Q: 3 clusters Score -1795796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1795800.125000 Penalty: 4739.874023
	Iteration 97Q: 3 clusters Score -1795800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1795806.875000 Penalty: 4739.874023
	Iteration 98Q: 3 clusters Score -1795807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1795802.125000 Penalty: 4739.874023
	Iteration 99Q: 3 clusters Score -1795802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1795809.750000 Penalty: 4739.874023
	Iteration 100F: 3 clusters Score -1795810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1795813.750000 Penalty: 4739.874023
	Iteration 101Q: 3 clusters Score -1795814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1795823.000000 Penalty: 4739.874023
	Iteration 102Q: 3 clusters Score -1795823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1795826.250000 Penalty: 4739.874023
	Iteration 103Q: 3 clusters Score -1795826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1795825.000000 Penalty: 4739.874023
	Iteration 104Q: 3 clusters Score -1795825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1795828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1795835.125000 Penalty: 4739.874023
	Iteration 106Q: 3 clusters Score -1795835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1795836.625000 Penalty: 4739.874023
	Iteration 107Q: 3 clusters Score -1795837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1795840.750000 Penalty: 4739.874023
	Iteration 108Q: 3 clusters Score -1795841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1795846.750000 Penalty: 4739.874023
	Iteration 109Q: 3 clusters Score -1795847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1795851.625000 Penalty: 4739.874023
	Iteration 110Q: 3 clusters Score -1795852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1795862.875000 Penalty: 4739.874023
	Iteration 111Q: 3 clusters Score -1795863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1795869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1795879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1795884.375000 Penalty: 4739.874023
	Iteration 114Q: 3 clusters Score -1795884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1795887.125000 Penalty: 4739.874023
	Iteration 115Q: 3 clusters Score -1795887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1795891.875000 Penalty: 4739.874023
	Iteration 116Q: 3 clusters Score -1795892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1795894.750000 Penalty: 4739.874023
	Iteration 117Q: 3 clusters Score -1795895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1795899 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1795907.375000 Penalty: 4739.874023
	Iteration 119Q: 3 clusters Score -1795907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1795914.875000 Penalty: 4739.874023
	Iteration 120F: 3 clusters Score -1795915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1795917.750000 Penalty: 4739.874023
	Iteration 121Q: 3 clusters Score -1795918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1795918.000000 Penalty: 4739.874023
	Iteration 122Q: 3 clusters Score -1795918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1795925.375000 Penalty: 4739.874023
	Iteration 123Q: 3 clusters Score -1795925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1795934.625000 Penalty: 4739.874023
	Iteration 124Q: 3 clusters Score -1795935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1795955.500000 Penalty: 4739.874023
	Iteration 125Q: 3 clusters Score -1795956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1795968.625000 Penalty: 4739.874023
	Iteration 126Q: 3 clusters Score -1795969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1795981.250000 Penalty: 4739.874023
	Iteration 127Q: 3 clusters Score -1795981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1795994.000000 Penalty: 4739.874023
	Iteration 128Q: 3 clusters Score -1795994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1796002.000000 Penalty: 4739.874023
	Iteration 129Q: 3 clusters Score -1796002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1796022.500000 Penalty: 4739.874023
	Iteration 130Q: 3 clusters Score -1796022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1796034.125000 Penalty: 4739.874023
	Iteration 131Q: 3 clusters Score -1796034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1796038.000000 Penalty: 4739.874023
	Iteration 132Q: 3 clusters Score -1796038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1796043.000000 Penalty: 4739.874023
	Iteration 133Q: 3 clusters Score -1796043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1796044.375000 Penalty: 4739.874023
	Iteration 134Q: 3 clusters Score -1796044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1796047.750000 Penalty: 4739.874023
	Iteration 135Q: 3 clusters Score -1796048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1796050.000000 Penalty: 4739.874023
	Iteration 136Q: 3 clusters Score -1796050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1796051.500000 Penalty: 4739.874023
	Iteration 137Q: 3 clusters Score -1796052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1796050.875000 Penalty: 4739.874023
	Iteration 138Q: 3 clusters Score -1796051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1796057.000000 Penalty: 4739.874023
	Iteration 139Q: 3 clusters Score -1796057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1796056.625000 Penalty: 4739.874023
	Iteration 140F: 3 clusters Score -1796057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1796060.875000 Penalty: 4739.874023
	Iteration 141Q: 3 clusters Score -1796061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1796057.750000 Penalty: 4739.874023
	Iteration 142Q: 3 clusters Score -1796058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1796059.125000 Penalty: 4739.874023
	Iteration 143Q: 3 clusters Score -1796059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1796060.375000 Penalty: 4739.874023
	Iteration 144Q: 3 clusters Score -1796060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1796062.000000 Penalty: 4739.874023
	Iteration 145Q: 3 clusters Score -1796062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1796065.250000 Penalty: 4739.874023
	Iteration 146Q: 3 clusters Score -1796065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1796059.875000 Penalty: 4739.874023
	Iteration 147Q: 3 clusters Score -1796060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1796064.250000 Penalty: 4739.874023
	Iteration 148Q: 3 clusters Score -1796064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1796061.625000 Penalty: 4739.874023
	Iteration 149Q: 3 clusters Score -1796062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1796064.500000 Penalty: 4739.874023
	Iteration 150Q: 3 clusters Score -1796064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1796066.375000 Penalty: 4739.874023
	Iteration 151Q: 3 clusters Score -1796066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1796065.625000 Penalty: 4739.874023
	Iteration 152Q: 3 clusters Score -1796066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1796069.250000 Penalty: 4739.874023
	Iteration 153Q: 3 clusters Score -1796069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1796070.500000 Penalty: 4739.874023
	Iteration 154Q: 3 clusters Score -1796070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1796071.125000 Penalty: 4739.874023
	Iteration 155Q: 3 clusters Score -1796071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1796069.375000 Penalty: 4739.874023
	Iteration 156Q: 3 clusters Score -1796069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1796069.250000 Penalty: 4739.874023
	Iteration 157Q: 3 clusters Score -1796069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1796074.875000 Penalty: 4739.874023
	Iteration 158Q: 3 clusters Score -1796075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1796077.625000 Penalty: 4739.874023
	Iteration 159Q: 3 clusters Score -1796078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1796079.375000 Penalty: 4739.874023
	Iteration 160F: 3 clusters Score -1796079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1796078.000000 Penalty: 4739.874023
	Iteration 161Q: 3 clusters Score -1796078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1796076.750000 Penalty: 4739.874023
	Iteration 162Q: 3 clusters Score -1796077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1796076.875000 Penalty: 4739.874023
	Iteration 163Q: 3 clusters Score -1796077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1796077.250000 Penalty: 4739.874023
	Iteration 164Q: 3 clusters Score -1796077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1796077.375000 Penalty: 4739.874023
	Iteration 165Q: 3 clusters Score -1796077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1796081.000000 Penalty: 4739.874023
	Iteration 166Q: 3 clusters Score -1796081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1796079.875000 Penalty: 4739.874023
	Iteration 167Q: 3 clusters Score -1796080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1796080.875000 Penalty: 4739.874023
	Iteration 168Q: 3 clusters Score -1796081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1796086.250000 Penalty: 4739.874023
	Iteration 169Q: 3 clusters Score -1796086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1796086.125000 Penalty: 4739.874023
	Iteration 170Q: 3 clusters Score -1796086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1796085.000000 Penalty: 4739.874023
	Iteration 171Q: 3 clusters Score -1796085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1796080.625000 Penalty: 4739.874023
	Iteration 172Q: 3 clusters Score -1796081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1796083.625000 Penalty: 4739.874023
	Iteration 173Q: 3 clusters Score -1796084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1796083.375000 Penalty: 4739.874023
	Iteration 174Q: 3 clusters Score -1796083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1796082.625000 Penalty: 4739.874023
	Iteration 175Q: 3 clusters Score -1796083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1796081.750000 Penalty: 4739.874023
	Iteration 176Q: 3 clusters Score -1796082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1796080.625000 Penalty: 4739.874023
	Iteration 177Q: 3 clusters Score -1796081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1796082.875000 Penalty: 4739.874023
	Iteration 178Q: 3 clusters Score -1796083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1796083.375000 Penalty: 4739.874023
	Iteration 179Q: 3 clusters Score -1796083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1796081.875000 Penalty: 4739.874023
	Iteration 180F: 3 clusters Score -1796082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1796080.750000 Penalty: 4739.874023
	Iteration 181Q: 3 clusters Score -1796081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1796082.625000 Penalty: 4739.874023
	Iteration 182Q: 3 clusters Score -1796083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1796082.625000 Penalty: 4739.874023
	Iteration 183F: 3 clusters Score -1796083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Entering Unmasked Estep 
Score: -1510844.125000 Penalty: 2320.266113
	Iteration 0F: 2 clusters Score -1510844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1502232.750000 Penalty: 4640.532227
	Iteration 0F: 3 clusters Score -1502233 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1504802.000000 Penalty: 4640.532227
	Iteration 1F: 3 clusters Score -1504802 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1505230.500000 Penalty: 4640.532227
	Iteration 2F: 3 clusters Score -1505230 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1505691.250000 Penalty: 4640.532227
	Iteration 3F: 3 clusters Score -1505691 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1506325.250000 Penalty: 4640.532227
	Iteration 4F: 3 clusters Score -1506325 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1507321.625000 Penalty: 4640.532227
	Iteration 5F: 3 clusters Score -1507322 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1508417.625000 Penalty: 4640.532227
	Iteration 6F: 3 clusters Score -1508418 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1509218.250000 Penalty: 4640.532227
	Iteration 7F: 3 clusters Score -1509218 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1509594.625000 Penalty: 4640.532227
	Iteration 8Q: 3 clusters Score -1509595 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1509766.625000 Penalty: 4640.532227
	Iteration 9Q: 3 clusters Score -1509767 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1509847.500000 Penalty: 4640.532227
	Iteration 10Q: 3 clusters Score -1509848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1509898.875000 Penalty: 4640.532227
	Iteration 11Q: 3 clusters Score -1509899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1509915.625000 Penalty: 4640.532227
	Iteration 12Q: 3 clusters Score -1509916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1509933.000000 Penalty: 4640.532227
	Iteration 13Q: 3 clusters Score -1509933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1509941.125000 Penalty: 4640.532227
	Iteration 14Q: 3 clusters Score -1509941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1509944.375000 Penalty: 4640.532227
	Iteration 15Q: 3 clusters Score -1509944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1509949.250000 Penalty: 4640.532227
	Iteration 16Q: 3 clusters Score -1509949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1509956.000000 Penalty: 4640.532227
	Iteration 17Q: 3 clusters Score -1509956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1509963.625000 Penalty: 4640.532227
	Iteration 18Q: 3 clusters Score -1509964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1509971.500000 Penalty: 4640.532227
	Iteration 19Q: 3 clusters Score -1509972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1509970.250000 Penalty: 4640.532227
	Iteration 20F: 3 clusters Score -1509970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1509970.375000 Penalty: 4640.532227
	Iteration 21Q: 3 clusters Score -1509970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1509970.375000 Penalty: 4640.532227
	Iteration 22F: 3 clusters Score -1509970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -3068467.750000 Penalty: 2498.829834
	Iteration 0F: 2 clusters Score -3068468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3051907.750000 Penalty: 4997.659668
	Iteration 0F: 3 clusters Score -3051908 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3057763.500000 Penalty: 4997.659668
	Iteration 1F: 3 clusters Score -3057764 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3058438.750000 Penalty: 4997.659668
	Iteration 2F: 3 clusters Score -3058439 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3059288.000000 Penalty: 4997.659668
	Iteration 3F: 3 clusters Score -3059288 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3060319.250000 Penalty: 4997.659668
	Iteration 4F: 3 clusters Score -3060319 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3061426.500000 Penalty: 4997.659668
	Iteration 5F: 3 clusters Score -3061426 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3062452.000000 Penalty: 4997.659668
	Iteration 6F: 3 clusters Score -3062452 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3063276.250000 Penalty: 4997.659668
	Iteration 7F: 3 clusters Score -3063276 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3063990.750000 Penalty: 4997.659668
	Iteration 8Q: 3 clusters Score -3063991 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3064639.250000 Penalty: 4997.659668
	Iteration 9Q: 3 clusters Score -3064639 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3065283.000000 Penalty: 4997.659668
	Iteration 10Q: 3 clusters Score -3065283 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3065999.000000 Penalty: 4997.659668
	Iteration 11Q: 3 clusters Score -3065999 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3066548.750000 Penalty: 4997.659668
	Iteration 12Q: 3 clusters Score -3066549 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3066735.750000 Penalty: 4997.659668
	Iteration 13Q: 3 clusters Score -3066736 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3066845.250000 Penalty: 4997.659668
	Iteration 14Q: 3 clusters Score -3066845 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3066911.750000 Penalty: 4997.659668
	Iteration 15Q: 3 clusters Score -3066912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -3066956.750000 Penalty: 4997.659668
	Iteration 16Q: 3 clusters Score -3066957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3067006.750000 Penalty: 4997.659668
	Iteration 17Q: 3 clusters Score -3067007 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3067043.000000 Penalty: 4997.659668
	Iteration 18Q: 3 clusters Score -3067043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3067085.000000 Penalty: 4997.659668
	Iteration 19Q: 3 clusters Score -3067085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3067097.750000 Penalty: 4997.659668
	Iteration 20F: 3 clusters Score -3067098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3067111.250000 Penalty: 4997.659668
	Iteration 21Q: 3 clusters Score -3067111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3067125.750000 Penalty: 4997.659668
	Iteration 22Q: 3 clusters Score -3067126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3067138.000000 Penalty: 4997.659668
	Iteration 23Q: 3 clusters Score -3067138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3067142.500000 Penalty: 4997.659668
	Iteration 24Q: 3 clusters Score -3067142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3067154.000000 Penalty: 4997.659668
	Iteration 25Q: 3 clusters Score -3067154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3067164.500000 Penalty: 4997.659668
	Iteration 26Q: 3 clusters Score -3067164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3067174.500000 Penalty: 4997.659668
	Iteration 27Q: 3 clusters Score -3067174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3067182.000000 Penalty: 4997.659668
	Iteration 28Q: 3 clusters Score -3067182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3067191.000000 Penalty: 4997.659668
	Iteration 29Q: 3 clusters Score -3067191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3067194.000000 Penalty: 4997.659668
	Iteration 30Q: 3 clusters Score -3067194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3067196.250000 Penalty: 4997.659668
	Iteration 31Q: 3 clusters Score -3067196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3067195.250000 Penalty: 4997.659668
	Iteration 32Q: 3 clusters Score -3067195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3067202.000000 Penalty: 4997.659668
	Iteration 33Q: 3 clusters Score -3067202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3067208.000000 Penalty: 4997.659668
	Iteration 34Q: 3 clusters Score -3067208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3067207.000000 Penalty: 4997.659668
	Iteration 35Q: 3 clusters Score -3067207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3067204.500000 Penalty: 4997.659668
	Iteration 36Q: 3 clusters Score -3067204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3067208.000000 Penalty: 4997.659668
	Iteration 37Q: 3 clusters Score -3067208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3067204.750000 Penalty: 4997.659668
	Iteration 38Q: 3 clusters Score -3067205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3067208.250000 Penalty: 4997.659668
	Iteration 39Q: 3 clusters Score -3067208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3067208.750000 Penalty: 4997.659668
	Iteration 40F: 3 clusters Score -3067209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3067209.500000 Penalty: 4997.659668
	Iteration 41Q: 3 clusters Score -3067210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3067209.500000 Penalty: 4997.659668
	Iteration 42F: 3 clusters Score -3067210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Entering Unmasked Estep 
Score: -1621623.500000 Penalty: 2339.682617
	Iteration 0F: 2 clusters Score -1621624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1612371.125000 Penalty: 4679.365234
	Iteration 0F: 3 clusters Score -1612371 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1615228.625000 Penalty: 4679.365234
	Iteration 1F: 3 clusters Score -1615229 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1615674.125000 Penalty: 4679.365234
	Iteration 2F: 3 clusters Score -1615674 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1616129.750000 Penalty: 4679.365234
	Iteration 3F: 3 clusters Score -1616130 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1616644.000000 Penalty: 4679.365234
	Iteration 4F: 3 clusters Score -1616644 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1617216.500000 Penalty: 4679.365234
	Iteration 5F: 3 clusters Score -1617216 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1617706.375000 Penalty: 4679.365234
	Iteration 6F: 3 clusters Score -1617706 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1618127.375000 Penalty: 4679.365234
	Iteration 7Q: 3 clusters Score -1618127 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1618470.375000 Penalty: 4679.365234
	Iteration 8Q: 3 clusters Score -1618470 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1618723.125000 Penalty: 4679.365234
	Iteration 9Q: 3 clusters Score -1618723 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1618938.375000 Penalty: 4679.365234
	Iteration 10Q: 3 clusters Score -1618938 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1619139.875000 Penalty: 4679.365234
	Iteration 11Q: 3 clusters Score -1619140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1619306.750000 Penalty: 4679.365234
	Iteration 12Q: 3 clusters Score -1619307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1619439.000000 Penalty: 4679.365234
	Iteration 13Q: 3 clusters Score -1619439 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1619527.750000 Penalty: 4679.365234
	Iteration 14Q: 3 clusters Score -1619528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1619593.125000 Penalty: 4679.365234
	Iteration 15Q: 3 clusters Score -1619593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1619638.250000 Penalty: 4679.365234
	Iteration 16Q: 3 clusters Score -1619638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1619660.750000 Penalty: 4679.365234
	Iteration 17Q: 3 clusters Score -1619661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1619675.250000 Penalty: 4679.365234
	Iteration 18Q: 3 clusters Score -1619675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1619681.500000 Penalty: 4679.365234
	Iteration 19Q: 3 clusters Score -1619682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1619689.375000 Penalty: 4679.365234
	Iteration 20F: 3 clusters Score -1619689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1619689.625000 Penalty: 4679.365234
	Iteration 21Q: 3 clusters Score -1619690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1619693.625000 Penalty: 4679.365234
	Iteration 22Q: 3 clusters Score -1619694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1619693.250000 Penalty: 4679.365234
	Iteration 23Q: 3 clusters Score -1619693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1619695.625000 Penalty: 4679.365234
	Iteration 24Q: 3 clusters Score -1619696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1619701.500000 Penalty: 4679.365234
	Iteration 25Q: 3 clusters Score -1619702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1619704.875000 Penalty: 4679.365234
	Iteration 26Q: 3 clusters Score -1619705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1619707.250000 Penalty: 4679.365234
	Iteration 27Q: 3 clusters Score -1619707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1619712.250000 Penalty: 4679.365234
	Iteration 28Q: 3 clusters Score -1619712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1619718.875000 Penalty: 4679.365234
	Iteration 29Q: 3 clusters Score -1619719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1619721.625000 Penalty: 4679.365234
	Iteration 30Q: 3 clusters Score -1619722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1619724.125000 Penalty: 4679.365234
	Iteration 31Q: 3 clusters Score -1619724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1619724.625000 Penalty: 4679.365234
	Iteration 32Q: 3 clusters Score -1619725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1619723.750000 Penalty: 4679.365234
	Iteration 33Q: 3 clusters Score -1619724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1619724.125000 Penalty: 4679.365234
	Iteration 34Q: 3 clusters Score -1619724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1619725.375000 Penalty: 4679.365234
	Iteration 35Q: 3 clusters Score -1619725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1619727.750000 Penalty: 4679.365234
	Iteration 36Q: 3 clusters Score -1619728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1619727.625000 Penalty: 4679.365234
	Iteration 37Q: 3 clusters Score -1619728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1619728.875000 Penalty: 4679.365234
	Iteration 38Q: 3 clusters Score -1619729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1619727.500000 Penalty: 4679.365234
	Iteration 39Q: 3 clusters Score -1619728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1619727.875000 Penalty: 4679.365234
	Iteration 40F: 3 clusters Score -1619728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Entering Unmasked Estep 
Score: -15335398.000000 Penalty: 2895.020508
	Iteration 0F: 2 clusters Score -1.53354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -15256816.000000 Penalty: 5790.041016
	Iteration 0F: 3 clusters Score -1.525682e+07 nChanged 55672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -15289390.000000 Penalty: 5790.041016
	Iteration 1F: 3 clusters Score -1.528939e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -15290582.000000 Penalty: 5790.041016
	Iteration 2Q: 3 clusters Score -1.529058e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -15292388.000000 Penalty: 5790.041016
	Iteration 3Q: 3 clusters Score -1.529239e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -15294988.000000 Penalty: 5790.041016
	Iteration 4F: 3 clusters Score -1.529499e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -15299071.000000 Penalty: 5790.041016
	Iteration 5F: 3 clusters Score -1.529907e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -15304488.000000 Penalty: 5790.041016
	Iteration 6F: 3 clusters Score -1.530449e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -15310667.000000 Penalty: 5790.041016
	Iteration 7F: 3 clusters Score -1.531067e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -15316947.000000 Penalty: 5790.041016
	Iteration 8F: 3 clusters Score -1.531695e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -15322721.000000 Penalty: 5790.041016
	Iteration 9F: 3 clusters Score -1.532272e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -15327363.000000 Penalty: 5790.041016
	Iteration 10Q: 3 clusters Score -1.532736e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -15330276.000000 Penalty: 5790.041016
	Iteration 11Q: 3 clusters Score -1.533028e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15331737.000000 Penalty: 5790.041016
	Iteration 12Q: 3 clusters Score -1.533174e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15332337.000000 Penalty: 5790.041016
	Iteration 13Q: 3 clusters Score -1.533234e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116804 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -15332625.000000 Penalty: 5790.041016
	Iteration 14Q: 3 clusters Score -1.533262e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15332791.000000 Penalty: 5790.041016
	Iteration 15Q: 3 clusters Score -1.533279e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15332840.000000 Penalty: 5790.041016
	Iteration 16Q: 3 clusters Score -1.533284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116973 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15332876.000000 Penalty: 5790.041016
	Iteration 17Q: 3 clusters Score -1.533288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -15332904.000000 Penalty: 5790.041016
	Iteration 18Q: 3 clusters Score -1.53329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117010 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15332904.000000 Penalty: 5790.041016
	Iteration 19Q: 3 clusters Score -1.53329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -15332929.000000 Penalty: 5790.041016
	Iteration 20F: 3 clusters Score -1.533293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -15332936.000000 Penalty: 5790.041016
	Iteration 21Q: 3 clusters Score -1.533294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -15332935.000000 Penalty: 5790.041016
	Iteration 22Q: 3 clusters Score -1.533294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -15332932.000000 Penalty: 5790.041016
	Iteration 23Q: 3 clusters Score -1.533293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -15332932.000000 Penalty: 5790.041016
	Iteration 24F: 3 clusters Score -1.533293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Entering Unmasked Estep 
Score: -1228816.375000 Penalty: 2271.521973
	Iteration 0F: 2 clusters Score -1228816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1221508.250000 Penalty: 4543.043945
	Iteration 0F: 3 clusters Score -1221508 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1223705.500000 Penalty: 4543.043945
	Iteration 1F: 3 clusters Score -1223706 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1224163.250000 Penalty: 4543.043945
	Iteration 2F: 3 clusters Score -1224163 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1224655.250000 Penalty: 4543.043945
	Iteration 3F: 3 clusters Score -1224655 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1225244.375000 Penalty: 4543.043945
	Iteration 4F: 3 clusters Score -1225244 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1225790.625000 Penalty: 4543.043945
	Iteration 5F: 3 clusters Score -1225791 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1226227.125000 Penalty: 4543.043945
	Iteration 6F: 3 clusters Score -1226227 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1226565.125000 Penalty: 4543.043945
	Iteration 7Q: 3 clusters Score -1226565 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1226755.000000 Penalty: 4543.043945
	Iteration 8Q: 3 clusters Score -1226755 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1226874.375000 Penalty: 4543.043945
	Iteration 9Q: 3 clusters Score -1226874 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1226950.125000 Penalty: 4543.043945
	Iteration 10Q: 3 clusters Score -1226950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1227009.500000 Penalty: 4543.043945
	Iteration 11Q: 3 clusters Score -1227010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1227050.875000 Penalty: 4543.043945
	Iteration 12Q: 3 clusters Score -1227051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1227086.375000 Penalty: 4543.043945
	Iteration 13Q: 3 clusters Score -1227086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1227113.375000 Penalty: 4543.043945
	Iteration 14Q: 3 clusters Score -1227113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1227127.375000 Penalty: 4543.043945
	Iteration 15Q: 3 clusters Score -1227127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1227140.625000 Penalty: 4543.043945
	Iteration 16Q: 3 clusters Score -1227141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1227158.750000 Penalty: 4543.043945
	Iteration 17Q: 3 clusters Score -1227159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1227174.000000 Penalty: 4543.043945
	Iteration 18Q: 3 clusters Score -1227174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1227186.375000 Penalty: 4543.043945
	Iteration 19Q: 3 clusters Score -1227186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1227193.875000 Penalty: 4543.043945
	Iteration 20F: 3 clusters Score -1227194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1227199.875000 Penalty: 4543.043945
	Iteration 21Q: 3 clusters Score -1227200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1227203.750000 Penalty: 4543.043945
	Iteration 22Q: 3 clusters Score -1227204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1227206.500000 Penalty: 4543.043945
	Iteration 23Q: 3 clusters Score -1227206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1227207.125000 Penalty: 4543.043945
	Iteration 24Q: 3 clusters Score -1227207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1227209.125000 Penalty: 4543.043945
	Iteration 25Q: 3 clusters Score -1227209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1227210.875000 Penalty: 4543.043945
	Iteration 26Q: 3 clusters Score -1227211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1227209.750000 Penalty: 4543.043945
	Iteration 27Q: 3 clusters Score -1227210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1227211.500000 Penalty: 4543.043945
	Iteration 28Q: 3 clusters Score -1227212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1227211.625000 Penalty: 4543.043945
	Iteration 29Q: 3 clusters Score -1227212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1227212.250000 Penalty: 4543.043945
	Iteration 30Q: 3 clusters Score -1227212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1227211.875000 Penalty: 4543.043945
	Iteration 31Q: 3 clusters Score -1227212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1227211.875000 Penalty: 4543.043945
	Iteration 32F: 3 clusters Score -1227212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Entering Unmasked Estep 
Score: -5269975.500000 Penalty: 2649.474121
	Iteration 0F: 2 clusters Score -5269976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5240641.000000 Penalty: 5298.948242
	Iteration 0F: 3 clusters Score -5240641 nChanged 20068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -5252281.500000 Penalty: 5298.948242
	Iteration 1F: 3 clusters Score -5252282 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5253542.000000 Penalty: 5298.948242
	Iteration 2F: 3 clusters Score -5253542 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5255231.000000 Penalty: 5298.948242
	Iteration 3F: 3 clusters Score -5255231 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -5257262.000000 Penalty: 5298.948242
	Iteration 4F: 3 clusters Score -5257262 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5259269.500000 Penalty: 5298.948242
	Iteration 5F: 3 clusters Score -5259270 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5261102.000000 Penalty: 5298.948242
	Iteration 6F: 3 clusters Score -5261102 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5262591.500000 Penalty: 5298.948242
	Iteration 7F: 3 clusters Score -5262592 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5263736.000000 Penalty: 5298.948242
	Iteration 8Q: 3 clusters Score -5263736 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5264684.500000 Penalty: 5298.948242
	Iteration 9Q: 3 clusters Score -5264684 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5265349.500000 Penalty: 5298.948242
	Iteration 10Q: 3 clusters Score -5265350 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5265919.000000 Penalty: 5298.948242
	Iteration 11Q: 3 clusters Score -5265919 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5266328.500000 Penalty: 5298.948242
	Iteration 12Q: 3 clusters Score -5266328 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5266687.000000 Penalty: 5298.948242
	Iteration 13Q: 3 clusters Score -5266687 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -5266911.000000 Penalty: 5298.948242
	Iteration 14Q: 3 clusters Score -5266911 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5267030.500000 Penalty: 5298.948242
	Iteration 15Q: 3 clusters Score -5267030 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5267159.500000 Penalty: 5298.948242
	Iteration 16Q: 3 clusters Score -5267160 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -5267292.500000 Penalty: 5298.948242
	Iteration 17Q: 3 clusters Score -5267292 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5267381.000000 Penalty: 5298.948242
	Iteration 18Q: 3 clusters Score -5267381 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -5267419.500000 Penalty: 5298.948242
	Iteration 19Q: 3 clusters Score -5267420 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5267496.000000 Penalty: 5298.948242
	Iteration 20F: 3 clusters Score -5267496 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5267538.500000 Penalty: 5298.948242
	Iteration 21Q: 3 clusters Score -5267538 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -5267605.500000 Penalty: 5298.948242
	Iteration 22Q: 3 clusters Score -5267606 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -5267638.000000 Penalty: 5298.948242
	Iteration 23Q: 3 clusters Score -5267638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -5267711.000000 Penalty: 5298.948242
	Iteration 24Q: 3 clusters Score -5267711 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5267775.000000 Penalty: 5298.948242
	Iteration 25Q: 3 clusters Score -5267775 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5267823.500000 Penalty: 5298.948242
	Iteration 26Q: 3 clusters Score -5267824 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5267906.000000 Penalty: 5298.948242
	Iteration 27Q: 3 clusters Score -5267906 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -5267957.500000 Penalty: 5298.948242
	Iteration 28Q: 3 clusters Score -5267958 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5268018.000000 Penalty: 5298.948242
	Iteration 29Q: 3 clusters Score -5268018 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -5268047.000000 Penalty: 5298.948242
	Iteration 30Q: 3 clusters Score -5268047 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5268099.000000 Penalty: 5298.948242
	Iteration 31Q: 3 clusters Score -5268099 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5268169.000000 Penalty: 5298.948242
	Iteration 32Q: 3 clusters Score -5268169 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5268205.000000 Penalty: 5298.948242
	Iteration 33Q: 3 clusters Score -5268205 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5268255.500000 Penalty: 5298.948242
	Iteration 34Q: 3 clusters Score -5268256 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5268305.000000 Penalty: 5298.948242
	Iteration 35Q: 3 clusters Score -5268305 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5268333.000000 Penalty: 5298.948242
	Iteration 36Q: 3 clusters Score -5268333 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5268376.500000 Penalty: 5298.948242
	Iteration 37Q: 3 clusters Score -5268376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5268419.500000 Penalty: 5298.948242
	Iteration 38Q: 3 clusters Score -5268420 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5268434.000000 Penalty: 5298.948242
	Iteration 39Q: 3 clusters Score -5268434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5268462.500000 Penalty: 5298.948242
	Iteration 40F: 3 clusters Score -5268462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5268497.000000 Penalty: 5298.948242
	Iteration 41Q: 3 clusters Score -5268497 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5268493.000000 Penalty: 5298.948242
	Iteration 42Q: 3 clusters Score -5268493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5268511.000000 Penalty: 5298.948242
	Iteration 43Q: 3 clusters Score -5268511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5268538.000000 Penalty: 5298.948242
	Iteration 44Q: 3 clusters Score -5268538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5268565.000000 Penalty: 5298.948242
	Iteration 45Q: 3 clusters Score -5268565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5268588.000000 Penalty: 5298.948242
	Iteration 46Q: 3 clusters Score -5268588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -5268615.500000 Penalty: 5298.948242
	Iteration 47Q: 3 clusters Score -5268616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5268646.500000 Penalty: 5298.948242
	Iteration 48Q: 3 clusters Score -5268646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5268695.000000 Penalty: 5298.948242
	Iteration 49Q: 3 clusters Score -5268695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5268772.000000 Penalty: 5298.948242
	Iteration 50Q: 3 clusters Score -5268772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5268869.500000 Penalty: 5298.948242
	Iteration 51Q: 3 clusters Score -5268870 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5268942.500000 Penalty: 5298.948242
	Iteration 52Q: 3 clusters Score -5268942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5268990.000000 Penalty: 5298.948242
	Iteration 53Q: 3 clusters Score -5268990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5269011.000000 Penalty: 5298.948242
	Iteration 54Q: 3 clusters Score -5269011 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5269029.000000 Penalty: 5298.948242
	Iteration 55Q: 3 clusters Score -5269029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5269051.500000 Penalty: 5298.948242
	Iteration 56Q: 3 clusters Score -5269052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5269051.500000 Penalty: 5298.948242
	Iteration 57Q: 3 clusters Score -5269052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5269060.000000 Penalty: 5298.948242
	Iteration 58Q: 3 clusters Score -5269060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5269075.000000 Penalty: 5298.948242
	Iteration 59Q: 3 clusters Score -5269075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5269078.500000 Penalty: 5298.948242
	Iteration 60F: 3 clusters Score -5269078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5269082.500000 Penalty: 5298.948242
	Iteration 61Q: 3 clusters Score -5269082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5269081.000000 Penalty: 5298.948242
	Iteration 62Q: 3 clusters Score -5269081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5269082.500000 Penalty: 5298.948242
	Iteration 63Q: 3 clusters Score -5269082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5269082.500000 Penalty: 5298.948242
	Iteration 64Q: 3 clusters Score -5269082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5269078.500000 Penalty: 5298.948242
	Iteration 65Q: 3 clusters Score -5269078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5269090.000000 Penalty: 5298.948242
	Iteration 66Q: 3 clusters Score -5269090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5269086.000000 Penalty: 5298.948242
	Iteration 67Q: 3 clusters Score -5269086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5269091.000000 Penalty: 5298.948242
	Iteration 68Q: 3 clusters Score -5269091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5269088.000000 Penalty: 5298.948242
	Iteration 69Q: 3 clusters Score -5269088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5269092.500000 Penalty: 5298.948242
	Iteration 70Q: 3 clusters Score -5269092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5269085.000000 Penalty: 5298.948242
	Iteration 71Q: 3 clusters Score -5269085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5269088.000000 Penalty: 5298.948242
	Iteration 72Q: 3 clusters Score -5269088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5269086.000000 Penalty: 5298.948242
	Iteration 73Q: 3 clusters Score -5269086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5269089.000000 Penalty: 5298.948242
	Iteration 74Q: 3 clusters Score -5269089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5269090.500000 Penalty: 5298.948242
	Iteration 75Q: 3 clusters Score -5269090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5269094.500000 Penalty: 5298.948242
	Iteration 76Q: 3 clusters Score -5269094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5269089.500000 Penalty: 5298.948242
	Iteration 77Q: 3 clusters Score -5269090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5269090.500000 Penalty: 5298.948242
	Iteration 78Q: 3 clusters Score -5269090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5269092.000000 Penalty: 5298.948242
	Iteration 79Q: 3 clusters Score -5269092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5269093.000000 Penalty: 5298.948242
	Iteration 80F: 3 clusters Score -5269093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -1081595.500000 Penalty: 2235.552734
	Iteration 0F: 2 clusters Score -1081596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1075011.250000 Penalty: 4471.105469
	Iteration 0F: 3 clusters Score -1075011 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1076948.125000 Penalty: 4471.105469
	Iteration 1F: 3 clusters Score -1076948 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1077351.375000 Penalty: 4471.105469
	Iteration 2F: 3 clusters Score -1077351 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1077680.250000 Penalty: 4471.105469
	Iteration 3F: 3 clusters Score -1077680 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1077998.500000 Penalty: 4471.105469
	Iteration 4F: 3 clusters Score -1077998 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1078266.875000 Penalty: 4471.105469
	Iteration 5F: 3 clusters Score -1078267 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1078506.750000 Penalty: 4471.105469
	Iteration 6Q: 3 clusters Score -1078507 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1078696.500000 Penalty: 4471.105469
	Iteration 7Q: 3 clusters Score -1078696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1078842.625000 Penalty: 4471.105469
	Iteration 8Q: 3 clusters Score -1078843 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1078970.750000 Penalty: 4471.105469
	Iteration 9Q: 3 clusters Score -1078971 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1079072.250000 Penalty: 4471.105469
	Iteration 10Q: 3 clusters Score -1079072 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1079133.250000 Penalty: 4471.105469
	Iteration 11Q: 3 clusters Score -1079133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1079187.750000 Penalty: 4471.105469
	Iteration 12Q: 3 clusters Score -1079188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1079244.375000 Penalty: 4471.105469
	Iteration 13Q: 3 clusters Score -1079244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1079287.625000 Penalty: 4471.105469
	Iteration 14Q: 3 clusters Score -1079288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1079336.875000 Penalty: 4471.105469
	Iteration 15Q: 3 clusters Score -1079337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1079380.500000 Penalty: 4471.105469
	Iteration 16Q: 3 clusters Score -1079380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1079421.375000 Penalty: 4471.105469
	Iteration 17Q: 3 clusters Score -1079421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1079469.000000 Penalty: 4471.105469
	Iteration 18Q: 3 clusters Score -1079469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1079508.625000 Penalty: 4471.105469
	Iteration 19Q: 3 clusters Score -1079509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1079550.375000 Penalty: 4471.105469
	Iteration 20F: 3 clusters Score -1079550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1079595.125000 Penalty: 4471.105469
	Iteration 21Q: 3 clusters Score -1079595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1079632.625000 Penalty: 4471.105469
	Iteration 22Q: 3 clusters Score -1079633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1079665.125000 Penalty: 4471.105469
	Iteration 23Q: 3 clusters Score -1079665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1079691.750000 Penalty: 4471.105469
	Iteration 24Q: 3 clusters Score -1079692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1079713.750000 Penalty: 4471.105469
	Iteration 25Q: 3 clusters Score -1079714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1079744.875000 Penalty: 4471.105469
	Iteration 26Q: 3 clusters Score -1079745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1079768.000000 Penalty: 4471.105469
	Iteration 27Q: 3 clusters Score -1079768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1079787.875000 Penalty: 4471.105469
	Iteration 28Q: 3 clusters Score -1079788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1079805.375000 Penalty: 4471.105469
	Iteration 29Q: 3 clusters Score -1079805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1079822.500000 Penalty: 4471.105469
	Iteration 30Q: 3 clusters Score -1079822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1079842.500000 Penalty: 4471.105469
	Iteration 31Q: 3 clusters Score -1079842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1079859.250000 Penalty: 4471.105469
	Iteration 32Q: 3 clusters Score -1079859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1079871.625000 Penalty: 4471.105469
	Iteration 33Q: 3 clusters Score -1079872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1079880.750000 Penalty: 4471.105469
	Iteration 34Q: 3 clusters Score -1079881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1079892.125000 Penalty: 4471.105469
	Iteration 35Q: 3 clusters Score -1079892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1079901.125000 Penalty: 4471.105469
	Iteration 36Q: 3 clusters Score -1079901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1079909.125000 Penalty: 4471.105469
	Iteration 37Q: 3 clusters Score -1079909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1079912.000000 Penalty: 4471.105469
	Iteration 38Q: 3 clusters Score -1079912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1079915.625000 Penalty: 4471.105469
	Iteration 39Q: 3 clusters Score -1079916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1079918.125000 Penalty: 4471.105469
	Iteration 40F: 3 clusters Score -1079918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1079920.250000 Penalty: 4471.105469
	Iteration 41Q: 3 clusters Score -1079920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1079924.375000 Penalty: 4471.105469
	Iteration 42Q: 3 clusters Score -1079924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1079929.500000 Penalty: 4471.105469
	Iteration 43Q: 3 clusters Score -1079930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1079931.250000 Penalty: 4471.105469
	Iteration 44Q: 3 clusters Score -1079931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1079932.875000 Penalty: 4471.105469
	Iteration 45Q: 3 clusters Score -1079933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1079932.250000 Penalty: 4471.105469
	Iteration 46Q: 3 clusters Score -1079932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1079932.250000 Penalty: 4471.105469
	Iteration 47F: 3 clusters Score -1079932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -643986.812500 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -643986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -639503.375000 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -639503.4 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -640644.812500 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -640644.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -640923.562500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -640923.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -641134.562500 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -641134.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -641340.375000 Penalty: 4226.112305
	Iteration 4F: 3 clusters Score -641340.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -641550.250000 Penalty: 4226.112305
	Iteration 5F: 3 clusters Score -641550.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -641777.062500 Penalty: 4226.112305
	Iteration 6F: 3 clusters Score -641777.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -641952.062500 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -641952.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -642071.437500 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -642071.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -642126.937500 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -642126.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -642163.312500 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -642163.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -642195.000000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -642195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -642218.437500 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -642218.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -642234.625000 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -642234.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -642252.625000 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -642252.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -642264.375000 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -642264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -642270.000000 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -642270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -642274.812500 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -642274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -642278.312500 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -642278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -642283.625000 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -642283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -642287.437500 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -642287.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -642291.062500 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -642291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -642292.062500 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -642292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -642291.812500 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -642291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -642293.437500 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -642293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -642294.125000 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -642294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -642294.937500 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -642294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -642295.062500 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -642295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -642295.937500 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -642295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -642295.937500 Penalty: 4226.112305
	Iteration 29F: 3 clusters Score -642295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -835263.875000 Penalty: 2188.045654
	Iteration 0F: 2 clusters Score -835263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -829614.437500 Penalty: 4376.091309
	Iteration 0F: 3 clusters Score -829614.4 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -831237.750000 Penalty: 4376.091309
	Iteration 1F: 3 clusters Score -831237.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -831603.750000 Penalty: 4376.091309
	Iteration 2F: 3 clusters Score -831603.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -831896.437500 Penalty: 4376.091309
	Iteration 3F: 3 clusters Score -831896.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -832136.187500 Penalty: 4376.091309
	Iteration 4F: 3 clusters Score -832136.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -832363.750000 Penalty: 4376.091309
	Iteration 5Q: 3 clusters Score -832363.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -832578.625000 Penalty: 4376.091309
	Iteration 6F: 3 clusters Score -832578.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -832777.187500 Penalty: 4376.091309
	Iteration 7Q: 3 clusters Score -832777.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -832940.812500 Penalty: 4376.091309
	Iteration 8Q: 3 clusters Score -832940.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -833073.375000 Penalty: 4376.091309
	Iteration 9Q: 3 clusters Score -833073.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -833159.500000 Penalty: 4376.091309
	Iteration 10Q: 3 clusters Score -833159.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -833241.875000 Penalty: 4376.091309
	Iteration 11Q: 3 clusters Score -833241.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -833323.062500 Penalty: 4376.091309
	Iteration 12Q: 3 clusters Score -833323.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -833400.000000 Penalty: 4376.091309
	Iteration 13Q: 3 clusters Score -833400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -833444.000000 Penalty: 4376.091309
	Iteration 14Q: 3 clusters Score -833444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -833490.625000 Penalty: 4376.091309
	Iteration 15Q: 3 clusters Score -833490.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -833519.875000 Penalty: 4376.091309
	Iteration 16Q: 3 clusters Score -833519.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -833538.937500 Penalty: 4376.091309
	Iteration 17Q: 3 clusters Score -833538.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -833554.375000 Penalty: 4376.091309
	Iteration 18Q: 3 clusters Score -833554.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -833571.000000 Penalty: 4376.091309
	Iteration 19Q: 3 clusters Score -833571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -833588.875000 Penalty: 4376.091309
	Iteration 20F: 3 clusters Score -833588.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -833605.625000 Penalty: 4376.091309
	Iteration 21Q: 3 clusters Score -833605.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -833622.187500 Penalty: 4376.091309
	Iteration 22Q: 3 clusters Score -833622.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -833637.187500 Penalty: 4376.091309
	Iteration 23Q: 3 clusters Score -833637.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -833651.562500 Penalty: 4376.091309
	Iteration 24Q: 3 clusters Score -833651.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -833664.062500 Penalty: 4376.091309
	Iteration 25Q: 3 clusters Score -833664.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -833671.750000 Penalty: 4376.091309
	Iteration 26Q: 3 clusters Score -833671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -833682.687500 Penalty: 4376.091309
	Iteration 27Q: 3 clusters Score -833682.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -833692.000000 Penalty: 4376.091309
	Iteration 28Q: 3 clusters Score -833692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -833701.875000 Penalty: 4376.091309
	Iteration 29Q: 3 clusters Score -833701.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -833711.187500 Penalty: 4376.091309
	Iteration 30Q: 3 clusters Score -833711.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -833718.750000 Penalty: 4376.091309
	Iteration 31Q: 3 clusters Score -833718.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -833727.500000 Penalty: 4376.091309
	Iteration 32Q: 3 clusters Score -833727.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -833730.750000 Penalty: 4376.091309
	Iteration 33Q: 3 clusters Score -833730.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -833740.312500 Penalty: 4376.091309
	Iteration 34Q: 3 clusters Score -833740.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -833748.875000 Penalty: 4376.091309
	Iteration 35Q: 3 clusters Score -833748.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -833757.000000 Penalty: 4376.091309
	Iteration 36Q: 3 clusters Score -833757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -833766.937500 Penalty: 4376.091309
	Iteration 37Q: 3 clusters Score -833766.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -833779.437500 Penalty: 4376.091309
	Iteration 38Q: 3 clusters Score -833779.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -833787.500000 Penalty: 4376.091309
	Iteration 39Q: 3 clusters Score -833787.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -833796.750000 Penalty: 4376.091309
	Iteration 40F: 3 clusters Score -833796.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -833807.000000 Penalty: 4376.091309
	Iteration 41Q: 3 clusters Score -833807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -833815.687500 Penalty: 4376.091309
	Iteration 42Q: 3 clusters Score -833815.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -833830.500000 Penalty: 4376.091309
	Iteration 43Q: 3 clusters Score -833830.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -833844.437500 Penalty: 4376.091309
	Iteration 44Q: 3 clusters Score -833844.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -833852.625000 Penalty: 4376.091309
	Iteration 45Q: 3 clusters Score -833852.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -833864.312500 Penalty: 4376.091309
	Iteration 46Q: 3 clusters Score -833864.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -833872.000000 Penalty: 4376.091309
	Iteration 47Q: 3 clusters Score -833872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -833875.312500 Penalty: 4376.091309
	Iteration 48Q: 3 clusters Score -833875.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -833885.125000 Penalty: 4376.091309
	Iteration 49Q: 3 clusters Score -833885.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -833891.312500 Penalty: 4376.091309
	Iteration 50Q: 3 clusters Score -833891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -833896.375000 Penalty: 4376.091309
	Iteration 51Q: 3 clusters Score -833896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -833903.062500 Penalty: 4376.091309
	Iteration 52Q: 3 clusters Score -833903.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -833912.437500 Penalty: 4376.091309
	Iteration 53Q: 3 clusters Score -833912.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -833920.750000 Penalty: 4376.091309
	Iteration 54Q: 3 clusters Score -833920.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -833928.625000 Penalty: 4376.091309
	Iteration 55Q: 3 clusters Score -833928.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -833945.000000 Penalty: 4376.091309
	Iteration 56Q: 3 clusters Score -833945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -833958.500000 Penalty: 4376.091309
	Iteration 57Q: 3 clusters Score -833958.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -833967.437500 Penalty: 4376.091309
	Iteration 58Q: 3 clusters Score -833967.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -833975.375000 Penalty: 4376.091309
	Iteration 59Q: 3 clusters Score -833975.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -833984.000000 Penalty: 4376.091309
	Iteration 60F: 3 clusters Score -833984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -833990.750000 Penalty: 4376.091309
	Iteration 61Q: 3 clusters Score -833990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -834000.937500 Penalty: 4376.091309
	Iteration 62Q: 3 clusters Score -834000.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -834008.875000 Penalty: 4376.091309
	Iteration 63Q: 3 clusters Score -834008.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -834016.812500 Penalty: 4376.091309
	Iteration 64Q: 3 clusters Score -834016.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -834026.750000 Penalty: 4376.091309
	Iteration 65Q: 3 clusters Score -834026.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -834029.750000 Penalty: 4376.091309
	Iteration 66Q: 3 clusters Score -834029.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -834032.812500 Penalty: 4376.091309
	Iteration 67Q: 3 clusters Score -834032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -834035.000000 Penalty: 4376.091309
	Iteration 68Q: 3 clusters Score -834035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -834038.500000 Penalty: 4376.091309
	Iteration 69Q: 3 clusters Score -834038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -834037.437500 Penalty: 4376.091309
	Iteration 70Q: 3 clusters Score -834037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -834040.062500 Penalty: 4376.091309
	Iteration 71Q: 3 clusters Score -834040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -834040.937500 Penalty: 4376.091309
	Iteration 72Q: 3 clusters Score -834040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -834041.437500 Penalty: 4376.091309
	Iteration 73Q: 3 clusters Score -834041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -834045.437500 Penalty: 4376.091309
	Iteration 74Q: 3 clusters Score -834045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -834051.625000 Penalty: 4376.091309
	Iteration 75Q: 3 clusters Score -834051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -834055.437500 Penalty: 4376.091309
	Iteration 76Q: 3 clusters Score -834055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -834061.000000 Penalty: 4376.091309
	Iteration 77Q: 3 clusters Score -834061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -834065.250000 Penalty: 4376.091309
	Iteration 78Q: 3 clusters Score -834065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -834068.500000 Penalty: 4376.091309
	Iteration 79Q: 3 clusters Score -834068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -834070.437500 Penalty: 4376.091309
	Iteration 80F: 3 clusters Score -834070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -834071.812500 Penalty: 4376.091309
	Iteration 81Q: 3 clusters Score -834071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -834070.062500 Penalty: 4376.091309
	Iteration 82Q: 3 clusters Score -834070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -834073.125000 Penalty: 4376.091309
	Iteration 83Q: 3 clusters Score -834073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -834073.750000 Penalty: 4376.091309
	Iteration 84Q: 3 clusters Score -834073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -834072.375000 Penalty: 4376.091309
	Iteration 85Q: 3 clusters Score -834072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -834074.937500 Penalty: 4376.091309
	Iteration 86Q: 3 clusters Score -834074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -834076.000000 Penalty: 4376.091309
	Iteration 87Q: 3 clusters Score -834076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -834077.437500 Penalty: 4376.091309
	Iteration 88Q: 3 clusters Score -834077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -834077.937500 Penalty: 4376.091309
	Iteration 89Q: 3 clusters Score -834077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -834077.937500 Penalty: 4376.091309
	Iteration 90F: 3 clusters Score -834077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Entering Unmasked Estep 
Score: -21272434.000000 Penalty: 2975.440430
	Iteration 0F: 2 clusters Score -2.127243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -21163598.000000 Penalty: 5950.880859
	Iteration 0F: 3 clusters Score -2.11636e+07 nChanged 77988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -21208906.000000 Penalty: 5950.880859
	Iteration 1F: 3 clusters Score -2.120891e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -21210102.000000 Penalty: 5950.880859
	Iteration 2Q: 3 clusters Score -2.12101e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -21211308.000000 Penalty: 5950.880859
	Iteration 3Q: 3 clusters Score -2.121131e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -21213030.000000 Penalty: 5950.880859
	Iteration 4Q: 3 clusters Score -2.121303e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -21215180.000000 Penalty: 5950.880859
	Iteration 5Q: 3 clusters Score -2.121518e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -21218182.000000 Penalty: 5950.880859
	Iteration 6Q: 3 clusters Score -2.121818e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -21222450.000000 Penalty: 5950.880859
	Iteration 7F: 3 clusters Score -2.122245e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -21228138.000000 Penalty: 5950.880859
	Iteration 8F: 3 clusters Score -2.122814e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -21235058.000000 Penalty: 5950.880859
	Iteration 9F: 3 clusters Score -2.123506e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -21242456.000000 Penalty: 5950.880859
	Iteration 10F: 3 clusters Score -2.124246e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137842 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -21249922.000000 Penalty: 5950.880859
	Iteration 11F: 3 clusters Score -2.124992e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -21256226.000000 Penalty: 5950.880859
	Iteration 12F: 3 clusters Score -2.125623e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152644 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -21261674.000000 Penalty: 5950.880859
	Iteration 13Q: 3 clusters Score -2.126167e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -21265548.000000 Penalty: 5950.880859
	Iteration 14Q: 3 clusters Score -2.126555e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159973 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21267838.000000 Penalty: 5950.880859
	Iteration 15Q: 3 clusters Score -2.126784e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21268814.000000 Penalty: 5950.880859
	Iteration 16Q: 3 clusters Score -2.126881e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161698 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21269254.000000 Penalty: 5950.880859
	Iteration 17Q: 3 clusters Score -2.126925e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21269496.000000 Penalty: 5950.880859
	Iteration 18Q: 3 clusters Score -2.12695e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161985 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21269600.000000 Penalty: 5950.880859
	Iteration 19Q: 3 clusters Score -2.12696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21269732.000000 Penalty: 5950.880859
	Iteration 20F: 3 clusters Score -2.126973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162060 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21269758.000000 Penalty: 5950.880859
	Iteration 21Q: 3 clusters Score -2.126976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21269756.000000 Penalty: 5950.880859
	Iteration 22Q: 3 clusters Score -2.126976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162082 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21269766.000000 Penalty: 5950.880859
	Iteration 23Q: 3 clusters Score -2.126977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21269764.000000 Penalty: 5950.880859
	Iteration 24Q: 3 clusters Score -2.126976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21269754.000000 Penalty: 5950.880859
	Iteration 25Q: 3 clusters Score -2.126975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21269764.000000 Penalty: 5950.880859
	Iteration 26Q: 3 clusters Score -2.126976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21269776.000000 Penalty: 5950.880859
	Iteration 27Q: 3 clusters Score -2.126978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162094 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21269764.000000 Penalty: 5950.880859
	Iteration 28Q: 3 clusters Score -2.126976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21269784.000000 Penalty: 5950.880859
	Iteration 29Q: 3 clusters Score -2.126978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162102 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21269788.000000 Penalty: 5950.880859
	Iteration 30Q: 3 clusters Score -2.126979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162106 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21269786.000000 Penalty: 5950.880859
	Iteration 31Q: 3 clusters Score -2.126979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162109 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21269802.000000 Penalty: 5950.880859
	Iteration 32Q: 3 clusters Score -2.12698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162110 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21269802.000000 Penalty: 5950.880859
	Iteration 33Q: 3 clusters Score -2.12698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21269804.000000 Penalty: 5950.880859
	Iteration 34Q: 3 clusters Score -2.12698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21269794.000000 Penalty: 5950.880859
	Iteration 35Q: 3 clusters Score -2.126979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21269798.000000 Penalty: 5950.880859
	Iteration 36Q: 3 clusters Score -2.12698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21269798.000000 Penalty: 5950.880859
	Iteration 37F: 3 clusters Score -2.12698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Entering Unmasked Estep 
Score: -1534212.250000 Penalty: 2347.027344
	Iteration 0F: 2 clusters Score -1534212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1524679.125000 Penalty: 4694.054688
	Iteration 0F: 3 clusters Score -1524679 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1527796.125000 Penalty: 4694.054688
	Iteration 1F: 3 clusters Score -1527796 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1528295.625000 Penalty: 4694.054688
	Iteration 2F: 3 clusters Score -1528296 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1528735.500000 Penalty: 4694.054688
	Iteration 3F: 3 clusters Score -1528736 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1529129.250000 Penalty: 4694.054688
	Iteration 4F: 3 clusters Score -1529129 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1529506.500000 Penalty: 4694.054688
	Iteration 5F: 3 clusters Score -1529506 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1529851.500000 Penalty: 4694.054688
	Iteration 6Q: 3 clusters Score -1529852 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1530155.375000 Penalty: 4694.054688
	Iteration 7Q: 3 clusters Score -1530155 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1530391.500000 Penalty: 4694.054688
	Iteration 8Q: 3 clusters Score -1530392 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1530555.125000 Penalty: 4694.054688
	Iteration 9Q: 3 clusters Score -1530555 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1530680.375000 Penalty: 4694.054688
	Iteration 10Q: 3 clusters Score -1530680 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1530800.250000 Penalty: 4694.054688
	Iteration 11Q: 3 clusters Score -1530800 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1530883.875000 Penalty: 4694.054688
	Iteration 12Q: 3 clusters Score -1530884 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1530961.125000 Penalty: 4694.054688
	Iteration 13Q: 3 clusters Score -1530961 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1531018.875000 Penalty: 4694.054688
	Iteration 14Q: 3 clusters Score -1531019 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1531064.125000 Penalty: 4694.054688
	Iteration 15Q: 3 clusters Score -1531064 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1531110.000000 Penalty: 4694.054688
	Iteration 16Q: 3 clusters Score -1531110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1531152.875000 Penalty: 4694.054688
	Iteration 17Q: 3 clusters Score -1531153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1531201.625000 Penalty: 4694.054688
	Iteration 18Q: 3 clusters Score -1531202 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1531251.375000 Penalty: 4694.054688
	Iteration 19Q: 3 clusters Score -1531251 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1531319.000000 Penalty: 4694.054688
	Iteration 20F: 3 clusters Score -1531319 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1531384.750000 Penalty: 4694.054688
	Iteration 21Q: 3 clusters Score -1531385 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1531442.250000 Penalty: 4694.054688
	Iteration 22Q: 3 clusters Score -1531442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1531508.125000 Penalty: 4694.054688
	Iteration 23Q: 3 clusters Score -1531508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1531559.500000 Penalty: 4694.054688
	Iteration 24Q: 3 clusters Score -1531560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1531600.125000 Penalty: 4694.054688
	Iteration 25Q: 3 clusters Score -1531600 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1531640.875000 Penalty: 4694.054688
	Iteration 26Q: 3 clusters Score -1531641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1531674.375000 Penalty: 4694.054688
	Iteration 27Q: 3 clusters Score -1531674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1531690.000000 Penalty: 4694.054688
	Iteration 28Q: 3 clusters Score -1531690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1531714.625000 Penalty: 4694.054688
	Iteration 29Q: 3 clusters Score -1531715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1531735.375000 Penalty: 4694.054688
	Iteration 30Q: 3 clusters Score -1531735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1531760.000000 Penalty: 4694.054688
	Iteration 31Q: 3 clusters Score -1531760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1531768.250000 Penalty: 4694.054688
	Iteration 32Q: 3 clusters Score -1531768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1531779.125000 Penalty: 4694.054688
	Iteration 33Q: 3 clusters Score -1531779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1531782.000000 Penalty: 4694.054688
	Iteration 34Q: 3 clusters Score -1531782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1531788.375000 Penalty: 4694.054688
	Iteration 35Q: 3 clusters Score -1531788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1531799.375000 Penalty: 4694.054688
	Iteration 36Q: 3 clusters Score -1531799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1531801.625000 Penalty: 4694.054688
	Iteration 37Q: 3 clusters Score -1531802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1531809.125000 Penalty: 4694.054688
	Iteration 38Q: 3 clusters Score -1531809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1531809.500000 Penalty: 4694.054688
	Iteration 39Q: 3 clusters Score -1531810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1531813.750000 Penalty: 4694.054688
	Iteration 40F: 3 clusters Score -1531814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1531818.500000 Penalty: 4694.054688
	Iteration 41Q: 3 clusters Score -1531818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1531819.750000 Penalty: 4694.054688
	Iteration 42Q: 3 clusters Score -1531820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1531826.875000 Penalty: 4694.054688
	Iteration 43Q: 3 clusters Score -1531827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1531832.000000 Penalty: 4694.054688
	Iteration 44Q: 3 clusters Score -1531832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1531839.000000 Penalty: 4694.054688
	Iteration 45Q: 3 clusters Score -1531839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1531842.250000 Penalty: 4694.054688
	Iteration 46Q: 3 clusters Score -1531842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1531852.625000 Penalty: 4694.054688
	Iteration 47Q: 3 clusters Score -1531853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1531856.125000 Penalty: 4694.054688
	Iteration 48Q: 3 clusters Score -1531856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1531863.125000 Penalty: 4694.054688
	Iteration 49Q: 3 clusters Score -1531863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1531874.750000 Penalty: 4694.054688
	Iteration 50Q: 3 clusters Score -1531875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1531877.750000 Penalty: 4694.054688
	Iteration 51Q: 3 clusters Score -1531878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1531883.125000 Penalty: 4694.054688
	Iteration 52Q: 3 clusters Score -1531883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1531885.750000 Penalty: 4694.054688
	Iteration 53Q: 3 clusters Score -1531886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1531897.125000 Penalty: 4694.054688
	Iteration 54Q: 3 clusters Score -1531897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1531904.750000 Penalty: 4694.054688
	Iteration 55Q: 3 clusters Score -1531905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1531914.000000 Penalty: 4694.054688
	Iteration 56Q: 3 clusters Score -1531914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1531919.250000 Penalty: 4694.054688
	Iteration 57Q: 3 clusters Score -1531919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1531929.375000 Penalty: 4694.054688
	Iteration 58Q: 3 clusters Score -1531929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1531934.250000 Penalty: 4694.054688
	Iteration 59Q: 3 clusters Score -1531934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1531953.250000 Penalty: 4694.054688
	Iteration 60F: 3 clusters Score -1531953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1531962.125000 Penalty: 4694.054688
	Iteration 61Q: 3 clusters Score -1531962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1531970.375000 Penalty: 4694.054688
	Iteration 62Q: 3 clusters Score -1531970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1531978.500000 Penalty: 4694.054688
	Iteration 63Q: 3 clusters Score -1531978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1531985.375000 Penalty: 4694.054688
	Iteration 64Q: 3 clusters Score -1531985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1531988.000000 Penalty: 4694.054688
	Iteration 65Q: 3 clusters Score -1531988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1531990.500000 Penalty: 4694.054688
	Iteration 66Q: 3 clusters Score -1531990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1531990.750000 Penalty: 4694.054688
	Iteration 67Q: 3 clusters Score -1531991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1531995.250000 Penalty: 4694.054688
	Iteration 68Q: 3 clusters Score -1531995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1531994.000000 Penalty: 4694.054688
	Iteration 69Q: 3 clusters Score -1531994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1531997.250000 Penalty: 4694.054688
	Iteration 70Q: 3 clusters Score -1531997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1531994.750000 Penalty: 4694.054688
	Iteration 71Q: 3 clusters Score -1531995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1531993.375000 Penalty: 4694.054688
	Iteration 72Q: 3 clusters Score -1531993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1532000.125000 Penalty: 4694.054688
	Iteration 73Q: 3 clusters Score -1532000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1532003.500000 Penalty: 4694.054688
	Iteration 74Q: 3 clusters Score -1532004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1532007.125000 Penalty: 4694.054688
	Iteration 75Q: 3 clusters Score -1532007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1532013.750000 Penalty: 4694.054688
	Iteration 76Q: 3 clusters Score -1532014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1532013.000000 Penalty: 4694.054688
	Iteration 77Q: 3 clusters Score -1532013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1532013.875000 Penalty: 4694.054688
	Iteration 78Q: 3 clusters Score -1532014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1532017.750000 Penalty: 4694.054688
	Iteration 79Q: 3 clusters Score -1532018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1532019.750000 Penalty: 4694.054688
	Iteration 80F: 3 clusters Score -1532020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1532025.875000 Penalty: 4694.054688
	Iteration 81Q: 3 clusters Score -1532026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1532025.000000 Penalty: 4694.054688
	Iteration 82Q: 3 clusters Score -1532025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1532028.250000 Penalty: 4694.054688
	Iteration 83Q: 3 clusters Score -1532028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1532035.875000 Penalty: 4694.054688
	Iteration 84Q: 3 clusters Score -1532036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1532034.750000 Penalty: 4694.054688
	Iteration 85Q: 3 clusters Score -1532035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1532042.000000 Penalty: 4694.054688
	Iteration 86Q: 3 clusters Score -1532042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1532045.375000 Penalty: 4694.054688
	Iteration 87Q: 3 clusters Score -1532045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1532047.875000 Penalty: 4694.054688
	Iteration 88Q: 3 clusters Score -1532048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1532046.625000 Penalty: 4694.054688
	Iteration 89Q: 3 clusters Score -1532047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1532048.375000 Penalty: 4694.054688
	Iteration 90Q: 3 clusters Score -1532048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1532048.625000 Penalty: 4694.054688
	Iteration 91Q: 3 clusters Score -1532049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1532056.500000 Penalty: 4694.054688
	Iteration 92Q: 3 clusters Score -1532056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1532058.125000 Penalty: 4694.054688
	Iteration 93Q: 3 clusters Score -1532058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1532060.750000 Penalty: 4694.054688
	Iteration 94Q: 3 clusters Score -1532061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1532059.500000 Penalty: 4694.054688
	Iteration 95Q: 3 clusters Score -1532060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1532059.375000 Penalty: 4694.054688
	Iteration 96Q: 3 clusters Score -1532059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1532056.125000 Penalty: 4694.054688
	Iteration 97Q: 3 clusters Score -1532056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1532058.750000 Penalty: 4694.054688
	Iteration 98Q: 3 clusters Score -1532059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1532063.625000 Penalty: 4694.054688
	Iteration 99Q: 3 clusters Score -1532064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1532066.625000 Penalty: 4694.054688
	Iteration 100F: 3 clusters Score -1532067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1532067.625000 Penalty: 4694.054688
	Iteration 101Q: 3 clusters Score -1532068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1532070.125000 Penalty: 4694.054688
	Iteration 102Q: 3 clusters Score -1532070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1532069.500000 Penalty: 4694.054688
	Iteration 103Q: 3 clusters Score -1532070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1532072.875000 Penalty: 4694.054688
	Iteration 104Q: 3 clusters Score -1532073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1532075.875000 Penalty: 4694.054688
	Iteration 105Q: 3 clusters Score -1532076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1532078.500000 Penalty: 4694.054688
	Iteration 106Q: 3 clusters Score -1532078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1532078.000000 Penalty: 4694.054688
	Iteration 107Q: 3 clusters Score -1532078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1532083.500000 Penalty: 4694.054688
	Iteration 108Q: 3 clusters Score -1532084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1532082.625000 Penalty: 4694.054688
	Iteration 109Q: 3 clusters Score -1532083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1532086.875000 Penalty: 4694.054688
	Iteration 110Q: 3 clusters Score -1532087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1532089.375000 Penalty: 4694.054688
	Iteration 111Q: 3 clusters Score -1532089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1532091.875000 Penalty: 4694.054688
	Iteration 112Q: 3 clusters Score -1532092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1532096.375000 Penalty: 4694.054688
	Iteration 113Q: 3 clusters Score -1532096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1532104.500000 Penalty: 4694.054688
	Iteration 114Q: 3 clusters Score -1532104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1532110.375000 Penalty: 4694.054688
	Iteration 115Q: 3 clusters Score -1532110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1532116.500000 Penalty: 4694.054688
	Iteration 116Q: 3 clusters Score -1532116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1532123.375000 Penalty: 4694.054688
	Iteration 117Q: 3 clusters Score -1532123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1532131.000000 Penalty: 4694.054688
	Iteration 118Q: 3 clusters Score -1532131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1532133.375000 Penalty: 4694.054688
	Iteration 119Q: 3 clusters Score -1532133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1532138.375000 Penalty: 4694.054688
	Iteration 120F: 3 clusters Score -1532138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1532140.625000 Penalty: 4694.054688
	Iteration 121Q: 3 clusters Score -1532141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1532146.000000 Penalty: 4694.054688
	Iteration 122Q: 3 clusters Score -1532146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1532146.500000 Penalty: 4694.054688
	Iteration 123Q: 3 clusters Score -1532146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1532150.250000 Penalty: 4694.054688
	Iteration 124Q: 3 clusters Score -1532150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1532153.875000 Penalty: 4694.054688
	Iteration 125Q: 3 clusters Score -1532154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1532156.875000 Penalty: 4694.054688
	Iteration 126Q: 3 clusters Score -1532157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1532171.500000 Penalty: 4694.054688
	Iteration 127Q: 3 clusters Score -1532172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1532181.875000 Penalty: 4694.054688
	Iteration 128Q: 3 clusters Score -1532182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1532190.375000 Penalty: 4694.054688
	Iteration 129Q: 3 clusters Score -1532190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1532196.125000 Penalty: 4694.054688
	Iteration 130Q: 3 clusters Score -1532196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1532202.000000 Penalty: 4694.054688
	Iteration 131Q: 3 clusters Score -1532202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1532218.000000 Penalty: 4694.054688
	Iteration 132Q: 3 clusters Score -1532218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1532229.625000 Penalty: 4694.054688
	Iteration 133Q: 3 clusters Score -1532230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1532240.125000 Penalty: 4694.054688
	Iteration 134Q: 3 clusters Score -1532240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1532251.500000 Penalty: 4694.054688
	Iteration 135Q: 3 clusters Score -1532252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1532259.750000 Penalty: 4694.054688
	Iteration 136Q: 3 clusters Score -1532260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1532266.750000 Penalty: 4694.054688
	Iteration 137Q: 3 clusters Score -1532267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1532278.250000 Penalty: 4694.054688
	Iteration 138Q: 3 clusters Score -1532278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1532284.250000 Penalty: 4694.054688
	Iteration 139Q: 3 clusters Score -1532284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1532289.250000 Penalty: 4694.054688
	Iteration 140F: 3 clusters Score -1532289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1532296.250000 Penalty: 4694.054688
	Iteration 141Q: 3 clusters Score -1532296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1532298.875000 Penalty: 4694.054688
	Iteration 142Q: 3 clusters Score -1532299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1532304.125000 Penalty: 4694.054688
	Iteration 143Q: 3 clusters Score -1532304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1532312.250000 Penalty: 4694.054688
	Iteration 144Q: 3 clusters Score -1532312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1532320.250000 Penalty: 4694.054688
	Iteration 145Q: 3 clusters Score -1532320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1532324.625000 Penalty: 4694.054688
	Iteration 146Q: 3 clusters Score -1532325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1532332.125000 Penalty: 4694.054688
	Iteration 147Q: 3 clusters Score -1532332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1532338.375000 Penalty: 4694.054688
	Iteration 148Q: 3 clusters Score -1532338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1532347.125000 Penalty: 4694.054688
	Iteration 149Q: 3 clusters Score -1532347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1532356.500000 Penalty: 4694.054688
	Iteration 150Q: 3 clusters Score -1532356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1532354.750000 Penalty: 4694.054688
	Iteration 151Q: 3 clusters Score -1532355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1532356.500000 Penalty: 4694.054688
	Iteration 152Q: 3 clusters Score -1532356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1532362.250000 Penalty: 4694.054688
	Iteration 153Q: 3 clusters Score -1532362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1532368.500000 Penalty: 4694.054688
	Iteration 154Q: 3 clusters Score -1532368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1532371.375000 Penalty: 4694.054688
	Iteration 155Q: 3 clusters Score -1532371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1532371.625000 Penalty: 4694.054688
	Iteration 156Q: 3 clusters Score -1532372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1532371.625000 Penalty: 4694.054688
	Iteration 157Q: 3 clusters Score -1532372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1532376.250000 Penalty: 4694.054688
	Iteration 158Q: 3 clusters Score -1532376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1532378.000000 Penalty: 4694.054688
	Iteration 159Q: 3 clusters Score -1532378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1532376.625000 Penalty: 4694.054688
	Iteration 160F: 3 clusters Score -1532377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1532379.500000 Penalty: 4694.054688
	Iteration 161Q: 3 clusters Score -1532380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1532382.750000 Penalty: 4694.054688
	Iteration 162Q: 3 clusters Score -1532383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1532383.250000 Penalty: 4694.054688
	Iteration 163Q: 3 clusters Score -1532383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1532383.750000 Penalty: 4694.054688
	Iteration 164Q: 3 clusters Score -1532384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1532384.875000 Penalty: 4694.054688
	Iteration 165Q: 3 clusters Score -1532385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1532385.375000 Penalty: 4694.054688
	Iteration 166Q: 3 clusters Score -1532385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1532384.625000 Penalty: 4694.054688
	Iteration 167Q: 3 clusters Score -1532385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1532384.625000 Penalty: 4694.054688
	Iteration 168F: 3 clusters Score -1532385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -675213.625000 Penalty: 2123.938232
	Iteration 0F: 2 clusters Score -675213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -670481.375000 Penalty: 4247.876465
	Iteration 0F: 3 clusters Score -670481.4 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -671620.375000 Penalty: 4247.876465
	Iteration 1F: 3 clusters Score -671620.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -671873.312500 Penalty: 4247.876465
	Iteration 2F: 3 clusters Score -671873.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -672066.312500 Penalty: 4247.876465
	Iteration 3F: 3 clusters Score -672066.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -672257.000000 Penalty: 4247.876465
	Iteration 4F: 3 clusters Score -672257 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -672432.000000 Penalty: 4247.876465
	Iteration 5Q: 3 clusters Score -672432 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -672609.250000 Penalty: 4247.876465
	Iteration 6Q: 3 clusters Score -672609.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -672784.500000 Penalty: 4247.876465
	Iteration 7Q: 3 clusters Score -672784.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -672923.437500 Penalty: 4247.876465
	Iteration 8Q: 3 clusters Score -672923.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -673043.687500 Penalty: 4247.876465
	Iteration 9Q: 3 clusters Score -673043.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -673143.437500 Penalty: 4247.876465
	Iteration 10Q: 3 clusters Score -673143.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -673213.812500 Penalty: 4247.876465
	Iteration 11Q: 3 clusters Score -673213.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -673260.625000 Penalty: 4247.876465
	Iteration 12Q: 3 clusters Score -673260.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -673304.062500 Penalty: 4247.876465
	Iteration 13Q: 3 clusters Score -673304.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -673337.062500 Penalty: 4247.876465
	Iteration 14Q: 3 clusters Score -673337.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -673357.687500 Penalty: 4247.876465
	Iteration 15Q: 3 clusters Score -673357.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -673377.937500 Penalty: 4247.876465
	Iteration 16Q: 3 clusters Score -673377.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -673393.750000 Penalty: 4247.876465
	Iteration 17Q: 3 clusters Score -673393.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -673410.312500 Penalty: 4247.876465
	Iteration 18Q: 3 clusters Score -673410.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -673424.500000 Penalty: 4247.876465
	Iteration 19Q: 3 clusters Score -673424.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -673432.750000 Penalty: 4247.876465
	Iteration 20F: 3 clusters Score -673432.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -673439.500000 Penalty: 4247.876465
	Iteration 21Q: 3 clusters Score -673439.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -673444.875000 Penalty: 4247.876465
	Iteration 22Q: 3 clusters Score -673444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -673449.375000 Penalty: 4247.876465
	Iteration 23Q: 3 clusters Score -673449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -673452.062500 Penalty: 4247.876465
	Iteration 24Q: 3 clusters Score -673452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -673454.125000 Penalty: 4247.876465
	Iteration 25Q: 3 clusters Score -673454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -673456.187500 Penalty: 4247.876465
	Iteration 26Q: 3 clusters Score -673456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -673458.250000 Penalty: 4247.876465
	Iteration 27Q: 3 clusters Score -673458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -673461.312500 Penalty: 4247.876465
	Iteration 28Q: 3 clusters Score -673461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -673461.687500 Penalty: 4247.876465
	Iteration 29Q: 3 clusters Score -673461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -673461.125000 Penalty: 4247.876465
	Iteration 30Q: 3 clusters Score -673461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -673463.812500 Penalty: 4247.876465
	Iteration 31Q: 3 clusters Score -673463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -673461.875000 Penalty: 4247.876465
	Iteration 32Q: 3 clusters Score -673461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -673463.250000 Penalty: 4247.876465
	Iteration 33Q: 3 clusters Score -673463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -673463.250000 Penalty: 4247.876465
	Iteration 34F: 3 clusters Score -673463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -1034709.687500 Penalty: 2229.227295
	Iteration 0F: 2 clusters Score -1034710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1028299.000000 Penalty: 4458.454590
	Iteration 0F: 3 clusters Score -1028299 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1030006.500000 Penalty: 4458.454590
	Iteration 1F: 3 clusters Score -1030006 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1030268.812500 Penalty: 4458.454590
	Iteration 2F: 3 clusters Score -1030269 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1030448.500000 Penalty: 4458.454590
	Iteration 3F: 3 clusters Score -1030448 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1030575.750000 Penalty: 4458.454590
	Iteration 4Q: 3 clusters Score -1030576 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1030664.375000 Penalty: 4458.454590
	Iteration 5Q: 3 clusters Score -1030664 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1030739.750000 Penalty: 4458.454590
	Iteration 6Q: 3 clusters Score -1030740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1030805.125000 Penalty: 4458.454590
	Iteration 7Q: 3 clusters Score -1030805 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1030863.250000 Penalty: 4458.454590
	Iteration 8Q: 3 clusters Score -1030863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1030908.875000 Penalty: 4458.454590
	Iteration 9Q: 3 clusters Score -1030909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1030947.562500 Penalty: 4458.454590
	Iteration 10Q: 3 clusters Score -1030948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1030985.687500 Penalty: 4458.454590
	Iteration 11Q: 3 clusters Score -1030986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1031013.125000 Penalty: 4458.454590
	Iteration 12Q: 3 clusters Score -1031013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1031042.500000 Penalty: 4458.454590
	Iteration 13Q: 3 clusters Score -1031042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1031069.500000 Penalty: 4458.454590
	Iteration 14Q: 3 clusters Score -1031070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1031094.750000 Penalty: 4458.454590
	Iteration 15Q: 3 clusters Score -1031095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1031113.125000 Penalty: 4458.454590
	Iteration 16Q: 3 clusters Score -1031113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1031130.937500 Penalty: 4458.454590
	Iteration 17Q: 3 clusters Score -1031131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1031147.750000 Penalty: 4458.454590
	Iteration 18Q: 3 clusters Score -1031148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1031168.750000 Penalty: 4458.454590
	Iteration 19Q: 3 clusters Score -1031169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1031186.750000 Penalty: 4458.454590
	Iteration 20F: 3 clusters Score -1031187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1031197.375000 Penalty: 4458.454590
	Iteration 21Q: 3 clusters Score -1031197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1031212.625000 Penalty: 4458.454590
	Iteration 22Q: 3 clusters Score -1031213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1031223.687500 Penalty: 4458.454590
	Iteration 23Q: 3 clusters Score -1031224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1031234.187500 Penalty: 4458.454590
	Iteration 24Q: 3 clusters Score -1031234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1031245.750000 Penalty: 4458.454590
	Iteration 25Q: 3 clusters Score -1031246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1031263.562500 Penalty: 4458.454590
	Iteration 26Q: 3 clusters Score -1031264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1031284.562500 Penalty: 4458.454590
	Iteration 27Q: 3 clusters Score -1031285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1031305.687500 Penalty: 4458.454590
	Iteration 28Q: 3 clusters Score -1031306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1031339.062500 Penalty: 4458.454590
	Iteration 29Q: 3 clusters Score -1031339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1031382.750000 Penalty: 4458.454590
	Iteration 30Q: 3 clusters Score -1031383 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1031444.500000 Penalty: 4458.454590
	Iteration 31Q: 3 clusters Score -1031444 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1031545.625000 Penalty: 4458.454590
	Iteration 32Q: 3 clusters Score -1031546 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1031697.562500 Penalty: 4458.454590
	Iteration 33Q: 3 clusters Score -1031698 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1031887.000000 Penalty: 4458.454590
	Iteration 34Q: 3 clusters Score -1031887 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1032090.000000 Penalty: 4458.454590
	Iteration 35Q: 3 clusters Score -1032090 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1032343.312500 Penalty: 4458.454590
	Iteration 36Q: 3 clusters Score -1032343 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1032624.437500 Penalty: 4458.454590
	Iteration 37Q: 3 clusters Score -1032624 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1032888.625000 Penalty: 4458.454590
	Iteration 38Q: 3 clusters Score -1032889 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1033128.437500 Penalty: 4458.454590
	Iteration 39Q: 3 clusters Score -1033128 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1033298.375000 Penalty: 4458.454590
	Iteration 40F: 3 clusters Score -1033298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1033435.187500 Penalty: 4458.454590
	Iteration 41Q: 3 clusters Score -1033435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1033533.187500 Penalty: 4458.454590
	Iteration 42Q: 3 clusters Score -1033533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1033607.312500 Penalty: 4458.454590
	Iteration 43Q: 3 clusters Score -1033607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1033652.625000 Penalty: 4458.454590
	Iteration 44Q: 3 clusters Score -1033653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1033689.062500 Penalty: 4458.454590
	Iteration 45Q: 3 clusters Score -1033689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1033724.812500 Penalty: 4458.454590
	Iteration 46Q: 3 clusters Score -1033725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1033751.250000 Penalty: 4458.454590
	Iteration 47Q: 3 clusters Score -1033751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1033767.062500 Penalty: 4458.454590
	Iteration 48Q: 3 clusters Score -1033767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1033782.937500 Penalty: 4458.454590
	Iteration 49Q: 3 clusters Score -1033783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1033787.625000 Penalty: 4458.454590
	Iteration 50Q: 3 clusters Score -1033788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1033794.062500 Penalty: 4458.454590
	Iteration 51Q: 3 clusters Score -1033794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1033794.562500 Penalty: 4458.454590
	Iteration 52Q: 3 clusters Score -1033795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1033798.500000 Penalty: 4458.454590
	Iteration 53Q: 3 clusters Score -1033798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1033799.375000 Penalty: 4458.454590
	Iteration 54Q: 3 clusters Score -1033799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1033799.687500 Penalty: 4458.454590
	Iteration 55Q: 3 clusters Score -1033800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1033804.437500 Penalty: 4458.454590
	Iteration 56Q: 3 clusters Score -1033804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1033803.000000 Penalty: 4458.454590
	Iteration 57Q: 3 clusters Score -1033803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1033804.500000 Penalty: 4458.454590
	Iteration 58Q: 3 clusters Score -1033804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1033805.062500 Penalty: 4458.454590
	Iteration 59Q: 3 clusters Score -1033805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1033804.437500 Penalty: 4458.454590
	Iteration 60F: 3 clusters Score -1033804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1033804.875000 Penalty: 4458.454590
	Iteration 61Q: 3 clusters Score -1033805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1033806.062500 Penalty: 4458.454590
	Iteration 62Q: 3 clusters Score -1033806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1033809.875000 Penalty: 4458.454590
	Iteration 63Q: 3 clusters Score -1033810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1033810.687500 Penalty: 4458.454590
	Iteration 64Q: 3 clusters Score -1033811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1033810.187500 Penalty: 4458.454590
	Iteration 65Q: 3 clusters Score -1033810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1033809.250000 Penalty: 4458.454590
	Iteration 66Q: 3 clusters Score -1033809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1033809.937500 Penalty: 4458.454590
	Iteration 67Q: 3 clusters Score -1033810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1033808.812500 Penalty: 4458.454590
	Iteration 68Q: 3 clusters Score -1033809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1033808.812500 Penalty: 4458.454590
	Iteration 69F: 3 clusters Score -1033809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Entering Unmasked Estep 
Score: -1076994.000000 Penalty: 2249.541748
	Iteration 0F: 2 clusters Score -1076994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1070169.000000 Penalty: 4499.083496
	Iteration 0F: 3 clusters Score -1070169 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1072091.375000 Penalty: 4499.083496
	Iteration 1F: 3 clusters Score -1072091 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1072383.625000 Penalty: 4499.083496
	Iteration 2F: 3 clusters Score -1072384 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1072620.000000 Penalty: 4499.083496
	Iteration 3F: 3 clusters Score -1072620 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1072809.625000 Penalty: 4499.083496
	Iteration 4Q: 3 clusters Score -1072810 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1072981.750000 Penalty: 4499.083496
	Iteration 5Q: 3 clusters Score -1072982 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1073181.125000 Penalty: 4499.083496
	Iteration 6Q: 3 clusters Score -1073181 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1073414.875000 Penalty: 4499.083496
	Iteration 7Q: 3 clusters Score -1073415 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1073695.625000 Penalty: 4499.083496
	Iteration 8Q: 3 clusters Score -1073696 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1074073.500000 Penalty: 4499.083496
	Iteration 9Q: 3 clusters Score -1074074 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1074558.000000 Penalty: 4499.083496
	Iteration 10F: 3 clusters Score -1074558 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1075003.000000 Penalty: 4499.083496
	Iteration 11F: 3 clusters Score -1075003 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1075252.125000 Penalty: 4499.083496
	Iteration 12Q: 3 clusters Score -1075252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1075375.125000 Penalty: 4499.083496
	Iteration 13Q: 3 clusters Score -1075375 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1075448.000000 Penalty: 4499.083496
	Iteration 14Q: 3 clusters Score -1075448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1075475.250000 Penalty: 4499.083496
	Iteration 15Q: 3 clusters Score -1075475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1075491.375000 Penalty: 4499.083496
	Iteration 16Q: 3 clusters Score -1075491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1075504.250000 Penalty: 4499.083496
	Iteration 17Q: 3 clusters Score -1075504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1075512.250000 Penalty: 4499.083496
	Iteration 18Q: 3 clusters Score -1075512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1075519.125000 Penalty: 4499.083496
	Iteration 19Q: 3 clusters Score -1075519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1075526.875000 Penalty: 4499.083496
	Iteration 20F: 3 clusters Score -1075527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1075530.375000 Penalty: 4499.083496
	Iteration 21Q: 3 clusters Score -1075530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1075539.125000 Penalty: 4499.083496
	Iteration 22Q: 3 clusters Score -1075539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1075547.125000 Penalty: 4499.083496
	Iteration 23Q: 3 clusters Score -1075547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1075555.125000 Penalty: 4499.083496
	Iteration 24Q: 3 clusters Score -1075555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1075570.750000 Penalty: 4499.083496
	Iteration 25Q: 3 clusters Score -1075571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1075584.125000 Penalty: 4499.083496
	Iteration 26Q: 3 clusters Score -1075584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1075606.250000 Penalty: 4499.083496
	Iteration 27Q: 3 clusters Score -1075606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1075625.250000 Penalty: 4499.083496
	Iteration 28Q: 3 clusters Score -1075625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1075643.000000 Penalty: 4499.083496
	Iteration 29Q: 3 clusters Score -1075643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1075672.500000 Penalty: 4499.083496
	Iteration 30Q: 3 clusters Score -1075672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1075705.500000 Penalty: 4499.083496
	Iteration 31Q: 3 clusters Score -1075706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1075740.500000 Penalty: 4499.083496
	Iteration 32Q: 3 clusters Score -1075740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1075766.125000 Penalty: 4499.083496
	Iteration 33Q: 3 clusters Score -1075766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1075790.875000 Penalty: 4499.083496
	Iteration 34Q: 3 clusters Score -1075791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1075808.375000 Penalty: 4499.083496
	Iteration 35Q: 3 clusters Score -1075808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1075836.875000 Penalty: 4499.083496
	Iteration 36Q: 3 clusters Score -1075837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1075853.375000 Penalty: 4499.083496
	Iteration 37Q: 3 clusters Score -1075853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1075866.125000 Penalty: 4499.083496
	Iteration 38Q: 3 clusters Score -1075866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1075874.125000 Penalty: 4499.083496
	Iteration 39Q: 3 clusters Score -1075874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1075879.750000 Penalty: 4499.083496
	Iteration 40F: 3 clusters Score -1075880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1075892.250000 Penalty: 4499.083496
	Iteration 41Q: 3 clusters Score -1075892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1075900.125000 Penalty: 4499.083496
	Iteration 42Q: 3 clusters Score -1075900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1075907.625000 Penalty: 4499.083496
	Iteration 43Q: 3 clusters Score -1075908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1075915.875000 Penalty: 4499.083496
	Iteration 44Q: 3 clusters Score -1075916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1075923.250000 Penalty: 4499.083496
	Iteration 45Q: 3 clusters Score -1075923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1075924.125000 Penalty: 4499.083496
	Iteration 46Q: 3 clusters Score -1075924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1075930.625000 Penalty: 4499.083496
	Iteration 47Q: 3 clusters Score -1075931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1075932.750000 Penalty: 4499.083496
	Iteration 48Q: 3 clusters Score -1075933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1075933.750000 Penalty: 4499.083496
	Iteration 49Q: 3 clusters Score -1075934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1075934.250000 Penalty: 4499.083496
	Iteration 50Q: 3 clusters Score -1075934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1075936.000000 Penalty: 4499.083496
	Iteration 51Q: 3 clusters Score -1075936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1075937.250000 Penalty: 4499.083496
	Iteration 52Q: 3 clusters Score -1075937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1075940.125000 Penalty: 4499.083496
	Iteration 53Q: 3 clusters Score -1075940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1075937.375000 Penalty: 4499.083496
	Iteration 54Q: 3 clusters Score -1075937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1075942.000000 Penalty: 4499.083496
	Iteration 55Q: 3 clusters Score -1075942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1075942.500000 Penalty: 4499.083496
	Iteration 56Q: 3 clusters Score -1075942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1075943.375000 Penalty: 4499.083496
	Iteration 57Q: 3 clusters Score -1075943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1075943.625000 Penalty: 4499.083496
	Iteration 58Q: 3 clusters Score -1075944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1075945.375000 Penalty: 4499.083496
	Iteration 59Q: 3 clusters Score -1075945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1075944.750000 Penalty: 4499.083496
	Iteration 60F: 3 clusters Score -1075945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1075945.875000 Penalty: 4499.083496
	Iteration 61Q: 3 clusters Score -1075946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1075946.500000 Penalty: 4499.083496
	Iteration 62Q: 3 clusters Score -1075946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1075947.250000 Penalty: 4499.083496
	Iteration 63Q: 3 clusters Score -1075947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1075947.375000 Penalty: 4499.083496
	Iteration 64Q: 3 clusters Score -1075947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1075948.000000 Penalty: 4499.083496
	Iteration 65Q: 3 clusters Score -1075948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1075948.625000 Penalty: 4499.083496
	Iteration 66Q: 3 clusters Score -1075949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1075948.625000 Penalty: 4499.083496
	Iteration 67F: 3 clusters Score -1075949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -531637.250000 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -531637.2 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 2128 members 
Entering Unmasked Estep 
Score: -527593.937500 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -527593.9 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -528505.312500 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -528505.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -528793.625000 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -528793.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -529049.750000 Penalty: 4147.523438
	Iteration 3F: 3 clusters Score -529049.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -529322.375000 Penalty: 4147.523438
	Iteration 4F: 3 clusters Score -529322.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -529662.875000 Penalty: 4147.523438
	Iteration 5F: 3 clusters Score -529662.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -530021.062500 Penalty: 4147.523438
	Iteration 6F: 3 clusters Score -530021.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -530331.687500 Penalty: 4147.523438
	Iteration 7F: 3 clusters Score -530331.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -530560.875000 Penalty: 4147.523438
	Iteration 8F: 3 clusters Score -530560.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -530697.625000 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -530697.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -530791.875000 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -530791.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -530849.937500 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -530849.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -530877.375000 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -530877.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -530901.062500 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -530901.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -530931.812500 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -530931.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -530956.125000 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -530956.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -530978.250000 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -530978.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -531004.875000 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -531004.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -531030.625000 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -531030.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -531072.000000 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -531072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -531108.687500 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -531108.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -531142.437500 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -531142.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -531177.750000 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -531177.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -531209.375000 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -531209.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -531237.312500 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -531237.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -531265.187500 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -531265.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -531287.375000 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -531287.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -531300.375000 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -531300.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -531308.937500 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -531308.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -531314.000000 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -531314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -531318.250000 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -531318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -531321.187500 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -531321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -531323.625000 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -531323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -531324.125000 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -531324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -531325.000000 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -531325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -531325.625000 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -531325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -531326.625000 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -531326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -531326.750000 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -531326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -531326.750000 Penalty: 4147.523438
	Iteration 38F: 3 clusters Score -531326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -109121.843750 Penalty: 1691.093140
	Iteration 0F: 2 clusters Score -109121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107280.929688 Penalty: 3382.186279
	Iteration 0F: 3 clusters Score -107280.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107696.375000 Penalty: 3382.186279
	Iteration 1F: 3 clusters Score -107696.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108034.390625 Penalty: 3382.186279
	Iteration 2F: 3 clusters Score -108034.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108446.328125 Penalty: 3382.186279
	Iteration 3F: 3 clusters Score -108446.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108678.921875 Penalty: 3382.186279
	Iteration 4F: 3 clusters Score -108678.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108837.601562 Penalty: 3382.186279
	Iteration 5Q: 3 clusters Score -108837.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -108914.187500 Penalty: 3382.186279
	Iteration 6Q: 3 clusters Score -108914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108972.421875 Penalty: 3382.186279
	Iteration 7Q: 3 clusters Score -108972.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109021.843750 Penalty: 3382.186279
	Iteration 8Q: 3 clusters Score -109021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109052.695312 Penalty: 3382.186279
	Iteration 9Q: 3 clusters Score -109052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109084.132812 Penalty: 3382.186279
	Iteration 10Q: 3 clusters Score -109084.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109127.132812 Penalty: 3382.186279
	Iteration 11Q: 3 clusters Score -109127.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109149.679688 Penalty: 3382.186279
	Iteration 12Q: 3 clusters Score -109149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109175.000000 Penalty: 3382.186279
	Iteration 13Q: 3 clusters Score -109175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109179.304688 Penalty: 3382.186279
	Iteration 14Q: 3 clusters Score -109179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109185.906250 Penalty: 3382.186279
	Iteration 15Q: 3 clusters Score -109185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109188.195312 Penalty: 3382.186279
	Iteration 16Q: 3 clusters Score -109188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109189.203125 Penalty: 3382.186279
	Iteration 17Q: 3 clusters Score -109189.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109189.203125 Penalty: 3382.186279
	Iteration 18F: 3 clusters Score -109189.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89927 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 117415 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 162388 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 430 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83840 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 48103 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2796 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 1620 members 
Mstep: Class 42 contains 485 members 
Entering Unmasked Estep 
Score: -111257344.000000 Penalty: 142600.890625
Splitting cluster 26 changes total score from -111259008.000000 to -111257344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -240593.296875 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -240593.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238000.156250 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -238000.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -239234.921875 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -239234.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -239833.078125 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -239833.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -240132.828125 Penalty: 3820.019531
	Iteration 3F: 3 clusters Score -240132.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -240265.890625 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -240265.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -240349.609375 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -240349.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -240413.765625 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -240413.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -240444.937500 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -240444.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -240466.109375 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -240466.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -240475.109375 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -240475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -240482.515625 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -240482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -240487.296875 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -240487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -240491.187500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -240491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -240494.765625 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -240494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -240496.718750 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -240496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -240498.156250 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -240498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -240499.562500 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -240499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -240501.625000 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -240501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -240501.781250 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -240501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -240502.640625 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -240502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -240502.640625 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -240502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (83840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Entering Unmasked Estep 
Score: -10905910.000000 Penalty: 2811.492920
	Iteration 0F: 2 clusters Score -1.090591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -10849959.000000 Penalty: 5622.985840
	Iteration 0F: 3 clusters Score -1.084996e+07 nChanged 39131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -10872461.000000 Penalty: 5622.985840
	Iteration 1F: 3 clusters Score -1.087246e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -10873601.000000 Penalty: 5622.985840
	Iteration 2Q: 3 clusters Score -1.08736e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -10875275.000000 Penalty: 5622.985840
	Iteration 3Q: 3 clusters Score -1.087528e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -10877826.000000 Penalty: 5622.985840
	Iteration 4F: 3 clusters Score -1.087783e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -10881469.000000 Penalty: 5622.985840
	Iteration 5F: 3 clusters Score -1.088147e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -10885266.000000 Penalty: 5622.985840
	Iteration 6F: 3 clusters Score -1.088527e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -10888746.000000 Penalty: 5622.985840
	Iteration 7F: 3 clusters Score -1.088875e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -10891669.000000 Penalty: 5622.985840
	Iteration 8F: 3 clusters Score -1.089167e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -10894104.000000 Penalty: 5622.985840
	Iteration 9Q: 3 clusters Score -1.08941e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -10896168.000000 Penalty: 5622.985840
	Iteration 10Q: 3 clusters Score -1.089617e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -10898126.000000 Penalty: 5622.985840
	Iteration 11Q: 3 clusters Score -1.089813e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -10899904.000000 Penalty: 5622.985840
	Iteration 12Q: 3 clusters Score -1.08999e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -10901224.000000 Penalty: 5622.985840
	Iteration 13Q: 3 clusters Score -1.090122e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -10902165.000000 Penalty: 5622.985840
	Iteration 14Q: 3 clusters Score -1.090216e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10902702.000000 Penalty: 5622.985840
	Iteration 15Q: 3 clusters Score -1.09027e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10903066.000000 Penalty: 5622.985840
	Iteration 16Q: 3 clusters Score -1.090307e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10903267.000000 Penalty: 5622.985840
	Iteration 17Q: 3 clusters Score -1.090327e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10903366.000000 Penalty: 5622.985840
	Iteration 18Q: 3 clusters Score -1.090337e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10903478.000000 Penalty: 5622.985840
	Iteration 19Q: 3 clusters Score -1.090348e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10903531.000000 Penalty: 5622.985840
	Iteration 20F: 3 clusters Score -1.090353e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10903598.000000 Penalty: 5622.985840
	Iteration 21Q: 3 clusters Score -1.09036e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10903643.000000 Penalty: 5622.985840
	Iteration 22Q: 3 clusters Score -1.090364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10903664.000000 Penalty: 5622.985840
	Iteration 23Q: 3 clusters Score -1.090366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10903704.000000 Penalty: 5622.985840
	Iteration 24Q: 3 clusters Score -1.09037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10903722.000000 Penalty: 5622.985840
	Iteration 25Q: 3 clusters Score -1.090372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10903744.000000 Penalty: 5622.985840
	Iteration 26Q: 3 clusters Score -1.090374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10903767.000000 Penalty: 5622.985840
	Iteration 27Q: 3 clusters Score -1.090377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10903795.000000 Penalty: 5622.985840
	Iteration 28Q: 3 clusters Score -1.09038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10903799.000000 Penalty: 5622.985840
	Iteration 29Q: 3 clusters Score -1.09038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10903802.000000 Penalty: 5622.985840
	Iteration 30Q: 3 clusters Score -1.09038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10903800.000000 Penalty: 5622.985840
	Iteration 31Q: 3 clusters Score -1.09038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10903794.000000 Penalty: 5622.985840
	Iteration 32Q: 3 clusters Score -1.090379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10903788.000000 Penalty: 5622.985840
	Iteration 33Q: 3 clusters Score -1.090379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10903810.000000 Penalty: 5622.985840
	Iteration 34Q: 3 clusters Score -1.090381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10903803.000000 Penalty: 5622.985840
	Iteration 35Q: 3 clusters Score -1.09038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10903800.000000 Penalty: 5622.985840
	Iteration 36Q: 3 clusters Score -1.09038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10903800.000000 Penalty: 5622.985840
	Iteration 37F: 3 clusters Score -1.09038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -491038.125000 Penalty: 2060.616699
	Iteration 0F: 2 clusters Score -491038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -487237.906250 Penalty: 4121.233398
	Iteration 0F: 3 clusters Score -487237.9 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -488197.468750 Penalty: 4121.233398
	Iteration 1F: 3 clusters Score -488197.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -488477.593750 Penalty: 4121.233398
	Iteration 2F: 3 clusters Score -488477.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -488706.343750 Penalty: 4121.233398
	Iteration 3F: 3 clusters Score -488706.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -488900.093750 Penalty: 4121.233398
	Iteration 4F: 3 clusters Score -488900.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -489044.750000 Penalty: 4121.233398
	Iteration 5Q: 3 clusters Score -489044.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -489154.468750 Penalty: 4121.233398
	Iteration 6Q: 3 clusters Score -489154.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -489278.937500 Penalty: 4121.233398
	Iteration 7Q: 3 clusters Score -489278.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -489420.125000 Penalty: 4121.233398
	Iteration 8Q: 3 clusters Score -489420.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -489560.468750 Penalty: 4121.233398
	Iteration 9Q: 3 clusters Score -489560.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -489722.468750 Penalty: 4121.233398
	Iteration 10Q: 3 clusters Score -489722.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -489863.531250 Penalty: 4121.233398
	Iteration 11Q: 3 clusters Score -489863.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -489984.531250 Penalty: 4121.233398
	Iteration 12Q: 3 clusters Score -489984.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -490069.687500 Penalty: 4121.233398
	Iteration 13Q: 3 clusters Score -490069.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -490150.187500 Penalty: 4121.233398
	Iteration 14Q: 3 clusters Score -490150.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -490208.281250 Penalty: 4121.233398
	Iteration 15Q: 3 clusters Score -490208.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -490245.843750 Penalty: 4121.233398
	Iteration 16Q: 3 clusters Score -490245.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -490271.031250 Penalty: 4121.233398
	Iteration 17Q: 3 clusters Score -490271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -490294.125000 Penalty: 4121.233398
	Iteration 18Q: 3 clusters Score -490294.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -490312.000000 Penalty: 4121.233398
	Iteration 19Q: 3 clusters Score -490312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -490322.750000 Penalty: 4121.233398
	Iteration 20F: 3 clusters Score -490322.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -490337.343750 Penalty: 4121.233398
	Iteration 21Q: 3 clusters Score -490337.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -490351.312500 Penalty: 4121.233398
	Iteration 22Q: 3 clusters Score -490351.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -490365.312500 Penalty: 4121.233398
	Iteration 23Q: 3 clusters Score -490365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -490372.531250 Penalty: 4121.233398
	Iteration 24Q: 3 clusters Score -490372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -490377.031250 Penalty: 4121.233398
	Iteration 25Q: 3 clusters Score -490377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -490384.250000 Penalty: 4121.233398
	Iteration 26Q: 3 clusters Score -490384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -490398.812500 Penalty: 4121.233398
	Iteration 27Q: 3 clusters Score -490398.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -490412.625000 Penalty: 4121.233398
	Iteration 28Q: 3 clusters Score -490412.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -490443.125000 Penalty: 4121.233398
	Iteration 29Q: 3 clusters Score -490443.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -490499.000000 Penalty: 4121.233398
	Iteration 30Q: 3 clusters Score -490499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -490555.125000 Penalty: 4121.233398
	Iteration 31Q: 3 clusters Score -490555.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -490640.343750 Penalty: 4121.233398
	Iteration 32Q: 3 clusters Score -490640.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -490688.750000 Penalty: 4121.233398
	Iteration 33Q: 3 clusters Score -490688.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -490717.375000 Penalty: 4121.233398
	Iteration 34Q: 3 clusters Score -490717.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -490735.562500 Penalty: 4121.233398
	Iteration 35Q: 3 clusters Score -490735.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -490746.718750 Penalty: 4121.233398
	Iteration 36Q: 3 clusters Score -490746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -490752.968750 Penalty: 4121.233398
	Iteration 37Q: 3 clusters Score -490753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -490758.062500 Penalty: 4121.233398
	Iteration 38Q: 3 clusters Score -490758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -490758.531250 Penalty: 4121.233398
	Iteration 39Q: 3 clusters Score -490758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -490758.875000 Penalty: 4121.233398
	Iteration 40F: 3 clusters Score -490758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -490760.843750 Penalty: 4121.233398
	Iteration 41Q: 3 clusters Score -490760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490761.656250 Penalty: 4121.233398
	Iteration 42Q: 3 clusters Score -490761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -490762.218750 Penalty: 4121.233398
	Iteration 43Q: 3 clusters Score -490762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -490762.218750 Penalty: 4121.233398
	Iteration 44F: 3 clusters Score -490762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Entering Unmasked Estep 
Score: -6217091.500000 Penalty: 2673.712891
	Iteration 0F: 2 clusters Score -6217092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6184564.000000 Penalty: 5347.425781
	Iteration 0F: 3 clusters Score -6184564 nChanged 22086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -6196904.500000 Penalty: 5347.425781
	Iteration 1F: 3 clusters Score -6196904 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6197792.000000 Penalty: 5347.425781
	Iteration 2Q: 3 clusters Score -6197792 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -6198924.500000 Penalty: 5347.425781
	Iteration 3Q: 3 clusters Score -6198924 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -6200505.000000 Penalty: 5347.425781
	Iteration 4F: 3 clusters Score -6200505 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -6202797.000000 Penalty: 5347.425781
	Iteration 5F: 3 clusters Score -6202797 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -6205762.000000 Penalty: 5347.425781
	Iteration 6F: 3 clusters Score -6205762 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -6209083.500000 Penalty: 5347.425781
	Iteration 7F: 3 clusters Score -6209084 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -6211695.500000 Penalty: 5347.425781
	Iteration 8F: 3 clusters Score -6211696 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -6213307.000000 Penalty: 5347.425781
	Iteration 9Q: 3 clusters Score -6213307 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -6214245.500000 Penalty: 5347.425781
	Iteration 10Q: 3 clusters Score -6214246 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6214845.500000 Penalty: 5347.425781
	Iteration 11Q: 3 clusters Score -6214846 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6215280.000000 Penalty: 5347.425781
	Iteration 12Q: 3 clusters Score -6215280 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6215517.000000 Penalty: 5347.425781
	Iteration 13Q: 3 clusters Score -6215517 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6215622.500000 Penalty: 5347.425781
	Iteration 14Q: 3 clusters Score -6215622 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6215677.000000 Penalty: 5347.425781
	Iteration 15Q: 3 clusters Score -6215677 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6215699.500000 Penalty: 5347.425781
	Iteration 16Q: 3 clusters Score -6215700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6215734.000000 Penalty: 5347.425781
	Iteration 17Q: 3 clusters Score -6215734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6215747.000000 Penalty: 5347.425781
	Iteration 18Q: 3 clusters Score -6215747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6215765.000000 Penalty: 5347.425781
	Iteration 19Q: 3 clusters Score -6215765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6215774.500000 Penalty: 5347.425781
	Iteration 20F: 3 clusters Score -6215774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6215783.500000 Penalty: 5347.425781
	Iteration 21Q: 3 clusters Score -6215784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6215795.000000 Penalty: 5347.425781
	Iteration 22Q: 3 clusters Score -6215795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6215799.500000 Penalty: 5347.425781
	Iteration 23Q: 3 clusters Score -6215800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6215809.500000 Penalty: 5347.425781
	Iteration 24Q: 3 clusters Score -6215810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6215812.500000 Penalty: 5347.425781
	Iteration 25Q: 3 clusters Score -6215812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6215807.500000 Penalty: 5347.425781
	Iteration 26Q: 3 clusters Score -6215808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6215832.500000 Penalty: 5347.425781
	Iteration 27Q: 3 clusters Score -6215832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6215841.000000 Penalty: 5347.425781
	Iteration 28Q: 3 clusters Score -6215841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6215862.500000 Penalty: 5347.425781
	Iteration 29Q: 3 clusters Score -6215862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6215871.000000 Penalty: 5347.425781
	Iteration 30Q: 3 clusters Score -6215871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6215882.000000 Penalty: 5347.425781
	Iteration 31Q: 3 clusters Score -6215882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6215903.000000 Penalty: 5347.425781
	Iteration 32Q: 3 clusters Score -6215903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6215904.500000 Penalty: 5347.425781
	Iteration 33Q: 3 clusters Score -6215904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6215914.500000 Penalty: 5347.425781
	Iteration 34Q: 3 clusters Score -6215914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6215905.500000 Penalty: 5347.425781
	Iteration 35Q: 3 clusters Score -6215906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6215903.000000 Penalty: 5347.425781
	Iteration 36Q: 3 clusters Score -6215903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6215904.000000 Penalty: 5347.425781
	Iteration 37Q: 3 clusters Score -6215904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6215918.000000 Penalty: 5347.425781
	Iteration 38Q: 3 clusters Score -6215918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6215939.000000 Penalty: 5347.425781
	Iteration 39Q: 3 clusters Score -6215939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6215940.000000 Penalty: 5347.425781
	Iteration 40F: 3 clusters Score -6215940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6215941.500000 Penalty: 5347.425781
	Iteration 41Q: 3 clusters Score -6215942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6215941.500000 Penalty: 5347.425781
	Iteration 42Q: 3 clusters Score -6215942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6215951.000000 Penalty: 5347.425781
	Iteration 43Q: 3 clusters Score -6215951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6215945.000000 Penalty: 5347.425781
	Iteration 44Q: 3 clusters Score -6215945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6215943.000000 Penalty: 5347.425781
	Iteration 45Q: 3 clusters Score -6215943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6215948.500000 Penalty: 5347.425781
	Iteration 46Q: 3 clusters Score -6215948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6215952.500000 Penalty: 5347.425781
	Iteration 47Q: 3 clusters Score -6215952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6215954.500000 Penalty: 5347.425781
	Iteration 48Q: 3 clusters Score -6215954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6215953.000000 Penalty: 5347.425781
	Iteration 49Q: 3 clusters Score -6215953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6215962.000000 Penalty: 5347.425781
	Iteration 50Q: 3 clusters Score -6215962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6215966.500000 Penalty: 5347.425781
	Iteration 51Q: 3 clusters Score -6215966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6215963.000000 Penalty: 5347.425781
	Iteration 52Q: 3 clusters Score -6215963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6215963.500000 Penalty: 5347.425781
	Iteration 53Q: 3 clusters Score -6215964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6215958.500000 Penalty: 5347.425781
	Iteration 54Q: 3 clusters Score -6215958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6215958.000000 Penalty: 5347.425781
	Iteration 55Q: 3 clusters Score -6215958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6215961.500000 Penalty: 5347.425781
	Iteration 56Q: 3 clusters Score -6215962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6215962.000000 Penalty: 5347.425781
	Iteration 57Q: 3 clusters Score -6215962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6215971.000000 Penalty: 5347.425781
	Iteration 58Q: 3 clusters Score -6215971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6215967.500000 Penalty: 5347.425781
	Iteration 59Q: 3 clusters Score -6215968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6215965.000000 Penalty: 5347.425781
	Iteration 60F: 3 clusters Score -6215965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Entering Unmasked Estep 
Score: -961294.437500 Penalty: 2216.527832
	Iteration 0F: 2 clusters Score -961294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -955192.500000 Penalty: 4433.055664
	Iteration 0F: 3 clusters Score -955192.5 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -957019.062500 Penalty: 4433.055664
	Iteration 1F: 3 clusters Score -957019.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -957539.062500 Penalty: 4433.055664
	Iteration 2F: 3 clusters Score -957539.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -957980.750000 Penalty: 4433.055664
	Iteration 3F: 3 clusters Score -957980.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -958356.687500 Penalty: 4433.055664
	Iteration 4F: 3 clusters Score -958356.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -958743.812500 Penalty: 4433.055664
	Iteration 5F: 3 clusters Score -958743.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -959091.812500 Penalty: 4433.055664
	Iteration 6F: 3 clusters Score -959091.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -959356.812500 Penalty: 4433.055664
	Iteration 7Q: 3 clusters Score -959356.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -959545.437500 Penalty: 4433.055664
	Iteration 8Q: 3 clusters Score -959545.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -959673.000000 Penalty: 4433.055664
	Iteration 9Q: 3 clusters Score -959673 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -959765.687500 Penalty: 4433.055664
	Iteration 10Q: 3 clusters Score -959765.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -959833.125000 Penalty: 4433.055664
	Iteration 11Q: 3 clusters Score -959833.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -959877.437500 Penalty: 4433.055664
	Iteration 12Q: 3 clusters Score -959877.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -959918.625000 Penalty: 4433.055664
	Iteration 13Q: 3 clusters Score -959918.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -959948.375000 Penalty: 4433.055664
	Iteration 14Q: 3 clusters Score -959948.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -959970.937500 Penalty: 4433.055664
	Iteration 15Q: 3 clusters Score -959970.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -959992.250000 Penalty: 4433.055664
	Iteration 16Q: 3 clusters Score -959992.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -960010.812500 Penalty: 4433.055664
	Iteration 17Q: 3 clusters Score -960010.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -960030.937500 Penalty: 4433.055664
	Iteration 18Q: 3 clusters Score -960030.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -960050.500000 Penalty: 4433.055664
	Iteration 19Q: 3 clusters Score -960050.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -960071.562500 Penalty: 4433.055664
	Iteration 20F: 3 clusters Score -960071.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -960087.937500 Penalty: 4433.055664
	Iteration 21Q: 3 clusters Score -960087.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -960102.000000 Penalty: 4433.055664
	Iteration 22Q: 3 clusters Score -960102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -960117.875000 Penalty: 4433.055664
	Iteration 23Q: 3 clusters Score -960117.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -960126.250000 Penalty: 4433.055664
	Iteration 24Q: 3 clusters Score -960126.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -960137.125000 Penalty: 4433.055664
	Iteration 25Q: 3 clusters Score -960137.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -960143.125000 Penalty: 4433.055664
	Iteration 26Q: 3 clusters Score -960143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -960147.375000 Penalty: 4433.055664
	Iteration 27Q: 3 clusters Score -960147.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -960153.250000 Penalty: 4433.055664
	Iteration 28Q: 3 clusters Score -960153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -960158.187500 Penalty: 4433.055664
	Iteration 29Q: 3 clusters Score -960158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -960159.000000 Penalty: 4433.055664
	Iteration 30Q: 3 clusters Score -960159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -960160.250000 Penalty: 4433.055664
	Iteration 31Q: 3 clusters Score -960160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -960159.875000 Penalty: 4433.055664
	Iteration 32Q: 3 clusters Score -960159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -960164.000000 Penalty: 4433.055664
	Iteration 33Q: 3 clusters Score -960164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -960167.750000 Penalty: 4433.055664
	Iteration 34Q: 3 clusters Score -960167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -960169.437500 Penalty: 4433.055664
	Iteration 35Q: 3 clusters Score -960169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -960171.500000 Penalty: 4433.055664
	Iteration 36Q: 3 clusters Score -960171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -960171.062500 Penalty: 4433.055664
	Iteration 37Q: 3 clusters Score -960171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -960172.312500 Penalty: 4433.055664
	Iteration 38Q: 3 clusters Score -960172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -960173.562500 Penalty: 4433.055664
	Iteration 39Q: 3 clusters Score -960173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -960172.187500 Penalty: 4433.055664
	Iteration 40F: 3 clusters Score -960172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -960177.062500 Penalty: 4433.055664
	Iteration 41Q: 3 clusters Score -960177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -960179.375000 Penalty: 4433.055664
	Iteration 42Q: 3 clusters Score -960179.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -960182.375000 Penalty: 4433.055664
	Iteration 43Q: 3 clusters Score -960182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -960183.062500 Penalty: 4433.055664
	Iteration 44Q: 3 clusters Score -960183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -960184.562500 Penalty: 4433.055664
	Iteration 45Q: 3 clusters Score -960184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -960185.562500 Penalty: 4433.055664
	Iteration 46Q: 3 clusters Score -960185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -960189.000000 Penalty: 4433.055664
	Iteration 47Q: 3 clusters Score -960189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -960190.187500 Penalty: 4433.055664
	Iteration 48Q: 3 clusters Score -960190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -960189.500000 Penalty: 4433.055664
	Iteration 49Q: 3 clusters Score -960189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -960193.312500 Penalty: 4433.055664
	Iteration 50Q: 3 clusters Score -960193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -960193.312500 Penalty: 4433.055664
	Iteration 51F: 3 clusters Score -960193.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -546769.125000 Penalty: 2072.017578
	Iteration 0F: 2 clusters Score -546769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -542691.625000 Penalty: 4144.035156
	Iteration 0F: 3 clusters Score -542691.6 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -543653.687500 Penalty: 4144.035156
	Iteration 1F: 3 clusters Score -543653.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -543836.125000 Penalty: 4144.035156
	Iteration 2F: 3 clusters Score -543836.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -543956.625000 Penalty: 4144.035156
	Iteration 3Q: 3 clusters Score -543956.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -544074.437500 Penalty: 4144.035156
	Iteration 4Q: 3 clusters Score -544074.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -544185.250000 Penalty: 4144.035156
	Iteration 5Q: 3 clusters Score -544185.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -544282.312500 Penalty: 4144.035156
	Iteration 6Q: 3 clusters Score -544282.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -544379.687500 Penalty: 4144.035156
	Iteration 7Q: 3 clusters Score -544379.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -544463.500000 Penalty: 4144.035156
	Iteration 8Q: 3 clusters Score -544463.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -544572.312500 Penalty: 4144.035156
	Iteration 9Q: 3 clusters Score -544572.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -544705.437500 Penalty: 4144.035156
	Iteration 10Q: 3 clusters Score -544705.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -544859.062500 Penalty: 4144.035156
	Iteration 11Q: 3 clusters Score -544859.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -545039.125000 Penalty: 4144.035156
	Iteration 12Q: 3 clusters Score -545039.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -545262.437500 Penalty: 4144.035156
	Iteration 13Q: 3 clusters Score -545262.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -545524.875000 Penalty: 4144.035156
	Iteration 14Q: 3 clusters Score -545524.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -545891.687500 Penalty: 4144.035156
	Iteration 15Q: 3 clusters Score -545891.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -546212.250000 Penalty: 4144.035156
	Iteration 16Q: 3 clusters Score -546212.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -546437.375000 Penalty: 4144.035156
	Iteration 17Q: 3 clusters Score -546437.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -546594.500000 Penalty: 4144.035156
	Iteration 18Q: 3 clusters Score -546594.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -546649.187500 Penalty: 4144.035156
	Iteration 19Q: 3 clusters Score -546649.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -546661.375000 Penalty: 4144.035156
	Iteration 20F: 3 clusters Score -546661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -546664.000000 Penalty: 4144.035156
	Iteration 21Q: 3 clusters Score -546664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -546665.125000 Penalty: 4144.035156
	Iteration 22Q: 3 clusters Score -546665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -546665.125000 Penalty: 4144.035156
	Iteration 23F: 3 clusters Score -546665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Entering Unmasked Estep 
Score: -1098693.875000 Penalty: 2244.995117
	Iteration 0F: 2 clusters Score -1098694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1091913.875000 Penalty: 4489.990234
	Iteration 0F: 3 clusters Score -1091914 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1093844.000000 Penalty: 4489.990234
	Iteration 1F: 3 clusters Score -1093844 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1094298.875000 Penalty: 4489.990234
	Iteration 2F: 3 clusters Score -1094299 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1094776.125000 Penalty: 4489.990234
	Iteration 3F: 3 clusters Score -1094776 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1095301.750000 Penalty: 4489.990234
	Iteration 4F: 3 clusters Score -1095302 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1095750.750000 Penalty: 4489.990234
	Iteration 5F: 3 clusters Score -1095751 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1096124.000000 Penalty: 4489.990234
	Iteration 6F: 3 clusters Score -1096124 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1096392.250000 Penalty: 4489.990234
	Iteration 7Q: 3 clusters Score -1096392 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1096548.000000 Penalty: 4489.990234
	Iteration 8Q: 3 clusters Score -1096548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1096653.250000 Penalty: 4489.990234
	Iteration 9Q: 3 clusters Score -1096653 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1096719.500000 Penalty: 4489.990234
	Iteration 10Q: 3 clusters Score -1096720 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1096771.375000 Penalty: 4489.990234
	Iteration 11Q: 3 clusters Score -1096771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1096803.000000 Penalty: 4489.990234
	Iteration 12Q: 3 clusters Score -1096803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1096832.375000 Penalty: 4489.990234
	Iteration 13Q: 3 clusters Score -1096832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1096847.500000 Penalty: 4489.990234
	Iteration 14Q: 3 clusters Score -1096848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1096858.125000 Penalty: 4489.990234
	Iteration 15Q: 3 clusters Score -1096858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1096868.375000 Penalty: 4489.990234
	Iteration 16Q: 3 clusters Score -1096868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1096877.500000 Penalty: 4489.990234
	Iteration 17Q: 3 clusters Score -1096878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1096885.625000 Penalty: 4489.990234
	Iteration 18Q: 3 clusters Score -1096886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1096890.750000 Penalty: 4489.990234
	Iteration 19Q: 3 clusters Score -1096891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1096897.875000 Penalty: 4489.990234
	Iteration 20F: 3 clusters Score -1096898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1096902.000000 Penalty: 4489.990234
	Iteration 21Q: 3 clusters Score -1096902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1096903.000000 Penalty: 4489.990234
	Iteration 22Q: 3 clusters Score -1096903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1096903.750000 Penalty: 4489.990234
	Iteration 23Q: 3 clusters Score -1096904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1096907.875000 Penalty: 4489.990234
	Iteration 24Q: 3 clusters Score -1096908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1096906.875000 Penalty: 4489.990234
	Iteration 25Q: 3 clusters Score -1096907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1096908.125000 Penalty: 4489.990234
	Iteration 26Q: 3 clusters Score -1096908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1096909.125000 Penalty: 4489.990234
	Iteration 27Q: 3 clusters Score -1096909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1096909.125000 Penalty: 4489.990234
	Iteration 28F: 3 clusters Score -1096909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -577330.187500 Penalty: 2088.219971
	Iteration 0F: 2 clusters Score -577330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -573106.875000 Penalty: 4176.439941
	Iteration 0F: 3 clusters Score -573106.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -574177.687500 Penalty: 4176.439941
	Iteration 1F: 3 clusters Score -574177.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -574476.250000 Penalty: 4176.439941
	Iteration 2F: 3 clusters Score -574476.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -574737.312500 Penalty: 4176.439941
	Iteration 3F: 3 clusters Score -574737.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -574970.625000 Penalty: 4176.439941
	Iteration 4F: 3 clusters Score -574970.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -575196.250000 Penalty: 4176.439941
	Iteration 5F: 3 clusters Score -575196.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -575377.125000 Penalty: 4176.439941
	Iteration 6Q: 3 clusters Score -575377.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -575511.812500 Penalty: 4176.439941
	Iteration 7Q: 3 clusters Score -575511.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -575638.125000 Penalty: 4176.439941
	Iteration 8Q: 3 clusters Score -575638.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -575718.375000 Penalty: 4176.439941
	Iteration 9Q: 3 clusters Score -575718.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -575777.062500 Penalty: 4176.439941
	Iteration 10Q: 3 clusters Score -575777.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -575824.125000 Penalty: 4176.439941
	Iteration 11Q: 3 clusters Score -575824.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -575856.250000 Penalty: 4176.439941
	Iteration 12Q: 3 clusters Score -575856.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -575879.562500 Penalty: 4176.439941
	Iteration 13Q: 3 clusters Score -575879.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -575891.437500 Penalty: 4176.439941
	Iteration 14Q: 3 clusters Score -575891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -575897.250000 Penalty: 4176.439941
	Iteration 15Q: 3 clusters Score -575897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -575904.562500 Penalty: 4176.439941
	Iteration 16Q: 3 clusters Score -575904.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -575909.687500 Penalty: 4176.439941
	Iteration 17Q: 3 clusters Score -575909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -575916.312500 Penalty: 4176.439941
	Iteration 18Q: 3 clusters Score -575916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -575919.562500 Penalty: 4176.439941
	Iteration 19Q: 3 clusters Score -575919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -575920.375000 Penalty: 4176.439941
	Iteration 20F: 3 clusters Score -575920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -575921.937500 Penalty: 4176.439941
	Iteration 21Q: 3 clusters Score -575921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -575923.187500 Penalty: 4176.439941
	Iteration 22Q: 3 clusters Score -575923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -575925.687500 Penalty: 4176.439941
	Iteration 23Q: 3 clusters Score -575925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -575926.937500 Penalty: 4176.439941
	Iteration 24Q: 3 clusters Score -575926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -575925.375000 Penalty: 4176.439941
	Iteration 25Q: 3 clusters Score -575925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -575927.125000 Penalty: 4176.439941
	Iteration 26Q: 3 clusters Score -575927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -575927.312500 Penalty: 4176.439941
	Iteration 27Q: 3 clusters Score -575927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -575928.125000 Penalty: 4176.439941
	Iteration 28Q: 3 clusters Score -575928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -575927.125000 Penalty: 4176.439941
	Iteration 29Q: 3 clusters Score -575927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -575927.125000 Penalty: 4176.439941
	Iteration 30F: 3 clusters Score -575927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1816263.375000 Penalty: 2383.576172
	Iteration 0F: 2 clusters Score -1816263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1805555.625000 Penalty: 4767.152344
	Iteration 0F: 3 clusters Score -1805556 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1809420.500000 Penalty: 4767.152344
	Iteration 1F: 3 clusters Score -1809420 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1810171.625000 Penalty: 4767.152344
	Iteration 2F: 3 clusters Score -1810172 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1810854.125000 Penalty: 4767.152344
	Iteration 3F: 3 clusters Score -1810854 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1811478.125000 Penalty: 4767.152344
	Iteration 4F: 3 clusters Score -1811478 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1812054.625000 Penalty: 4767.152344
	Iteration 5F: 3 clusters Score -1812055 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1812543.750000 Penalty: 4767.152344
	Iteration 6F: 3 clusters Score -1812544 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1812943.000000 Penalty: 4767.152344
	Iteration 7Q: 3 clusters Score -1812943 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1813252.625000 Penalty: 4767.152344
	Iteration 8Q: 3 clusters Score -1813253 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1813480.125000 Penalty: 4767.152344
	Iteration 9Q: 3 clusters Score -1813480 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1813667.625000 Penalty: 4767.152344
	Iteration 10Q: 3 clusters Score -1813668 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1813815.750000 Penalty: 4767.152344
	Iteration 11Q: 3 clusters Score -1813816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1813964.750000 Penalty: 4767.152344
	Iteration 12Q: 3 clusters Score -1813965 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1814111.500000 Penalty: 4767.152344
	Iteration 13Q: 3 clusters Score -1814112 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1814255.875000 Penalty: 4767.152344
	Iteration 14Q: 3 clusters Score -1814256 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1814387.750000 Penalty: 4767.152344
	Iteration 15Q: 3 clusters Score -1814388 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1814501.750000 Penalty: 4767.152344
	Iteration 16Q: 3 clusters Score -1814502 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1814609.125000 Penalty: 4767.152344
	Iteration 17Q: 3 clusters Score -1814609 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1814704.875000 Penalty: 4767.152344
	Iteration 18Q: 3 clusters Score -1814705 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1814780.250000 Penalty: 4767.152344
	Iteration 19Q: 3 clusters Score -1814780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1814842.250000 Penalty: 4767.152344
	Iteration 20F: 3 clusters Score -1814842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1814899.250000 Penalty: 4767.152344
	Iteration 21Q: 3 clusters Score -1814899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1814937.375000 Penalty: 4767.152344
	Iteration 22Q: 3 clusters Score -1814937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1814958.500000 Penalty: 4767.152344
	Iteration 23Q: 3 clusters Score -1814958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1814981.625000 Penalty: 4767.152344
	Iteration 24Q: 3 clusters Score -1814982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1814997.375000 Penalty: 4767.152344
	Iteration 25Q: 3 clusters Score -1814997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1815023.875000 Penalty: 4767.152344
	Iteration 26Q: 3 clusters Score -1815024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1815038.625000 Penalty: 4767.152344
	Iteration 27Q: 3 clusters Score -1815039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1815056.375000 Penalty: 4767.152344
	Iteration 28Q: 3 clusters Score -1815056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1815068.250000 Penalty: 4767.152344
	Iteration 29Q: 3 clusters Score -1815068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1815087.000000 Penalty: 4767.152344
	Iteration 30Q: 3 clusters Score -1815087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1815091.250000 Penalty: 4767.152344
	Iteration 31Q: 3 clusters Score -1815091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1815089.500000 Penalty: 4767.152344
	Iteration 32Q: 3 clusters Score -1815090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1815098.375000 Penalty: 4767.152344
	Iteration 33Q: 3 clusters Score -1815098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1815099.750000 Penalty: 4767.152344
	Iteration 34Q: 3 clusters Score -1815100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1815100.625000 Penalty: 4767.152344
	Iteration 35Q: 3 clusters Score -1815101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1815105.250000 Penalty: 4767.152344
	Iteration 36Q: 3 clusters Score -1815105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1815106.500000 Penalty: 4767.152344
	Iteration 37Q: 3 clusters Score -1815106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1815109.625000 Penalty: 4767.152344
	Iteration 38Q: 3 clusters Score -1815110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1815108.875000 Penalty: 4767.152344
	Iteration 39Q: 3 clusters Score -1815109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1815109.500000 Penalty: 4767.152344
	Iteration 40F: 3 clusters Score -1815110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1815109.000000 Penalty: 4767.152344
	Iteration 41Q: 3 clusters Score -1815109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1815109.125000 Penalty: 4767.152344
	Iteration 42Q: 3 clusters Score -1815109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1815109.125000 Penalty: 4767.152344
	Iteration 43F: 3 clusters Score -1815109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -298531.843750 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -298531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -295636.125000 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -295636.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -296280.812500 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -296280.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -296453.750000 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -296453.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -296551.500000 Penalty: 3857.161377
	Iteration 3F: 3 clusters Score -296551.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -296611.843750 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -296611.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -296660.812500 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -296660.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -296693.218750 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -296693.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -296714.656250 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -296714.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -296735.281250 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -296735.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -296757.031250 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -296757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296781.625000 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -296781.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296800.812500 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -296800.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -296825.250000 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296825.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -296841.312500 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -296851.125000 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -296860.125000 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -296867.093750 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -296873.812500 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -296880.093750 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296880.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -296887.906250 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296887.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -296897.000000 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296903.406250 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -296903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -296911.343750 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -296911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -296916.843750 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -296916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -296921.437500 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -296921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -296925.718750 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -296925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -296929.562500 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -296929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -296932.531250 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -296932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -296935.625000 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -296935.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -296942.718750 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -296942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -296949.156250 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -296949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -296956.468750 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -296956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -296962.031250 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -296962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -296966.218750 Penalty: 3857.161377
	Iteration 33Q: 3 clusters Score -296966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -296967.812500 Penalty: 3857.161377
	Iteration 34Q: 3 clusters Score -296967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -296969.062500 Penalty: 3857.161377
	Iteration 35Q: 3 clusters Score -296969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -296971.656250 Penalty: 3857.161377
	Iteration 36Q: 3 clusters Score -296971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -296976.343750 Penalty: 3857.161377
	Iteration 37Q: 3 clusters Score -296976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -296979.625000 Penalty: 3857.161377
	Iteration 38Q: 3 clusters Score -296979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -296984.375000 Penalty: 3857.161377
	Iteration 39Q: 3 clusters Score -296984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -296986.406250 Penalty: 3857.161377
	Iteration 40F: 3 clusters Score -296986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -296987.593750 Penalty: 3857.161377
	Iteration 41Q: 3 clusters Score -296987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -296988.750000 Penalty: 3857.161377
	Iteration 42Q: 3 clusters Score -296988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -296989.750000 Penalty: 3857.161377
	Iteration 43Q: 3 clusters Score -296989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -296991.281250 Penalty: 3857.161377
	Iteration 44Q: 3 clusters Score -296991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -296991.656250 Penalty: 3857.161377
	Iteration 45Q: 3 clusters Score -296991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -296991.656250 Penalty: 3857.161377
	Iteration 46F: 3 clusters Score -296991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -74148.148438 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -74148.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72612.906250 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -72612.91 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73124.218750 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -73124.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73756.812500 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -73756.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74048.429688 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -74048.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74201.484375 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -74201.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74230.703125 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -74230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74238.515625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -74238.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74238.515625 Penalty: 3211.814697
	Iteration 7F: 3 clusters Score -74238.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89927 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 117415 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 162388 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83840 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 48103 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2796 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 1620 members 
Mstep: Class 42 contains 500 members 
Entering Unmasked Estep 
Score: -111257408.000000 Penalty: 142600.890625
Splitting cluster 37 changes total score from -111259008.000000 to -111257408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -275628.375000 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -275628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -272827.531250 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -272827.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -273374.812500 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -273374.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -273537.312500 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -273537.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -273665.156250 Penalty: 3849.191650
	Iteration 3F: 3 clusters Score -273665.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -273775.125000 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -273775.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -273849.218750 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -273849.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -273906.843750 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -273906.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -273944.125000 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -273944.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -273975.218750 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -273975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -273992.062500 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -273992.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -274011.125000 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -274011.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -274022.531250 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -274022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -274035.437500 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -274035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274047.312500 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -274047.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -274069.750000 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -274069.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274095.562500 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -274095.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -274126.531250 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -274126.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -274157.062500 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -274157.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -274177.843750 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -274177.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -274210.718750 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -274210.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -274231.906250 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -274231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -274249.968750 Penalty: 3849.191650
	Iteration 21Q: 3 clusters Score -274250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -274270.625000 Penalty: 3849.191650
	Iteration 22Q: 3 clusters Score -274270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -274287.593750 Penalty: 3849.191650
	Iteration 23Q: 3 clusters Score -274287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -274303.093750 Penalty: 3849.191650
	Iteration 24Q: 3 clusters Score -274303.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274315.500000 Penalty: 3849.191650
	Iteration 25Q: 3 clusters Score -274315.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -274327.281250 Penalty: 3849.191650
	Iteration 26Q: 3 clusters Score -274327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274337.187500 Penalty: 3849.191650
	Iteration 27Q: 3 clusters Score -274337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -274345.406250 Penalty: 3849.191650
	Iteration 28Q: 3 clusters Score -274345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274348.406250 Penalty: 3849.191650
	Iteration 29Q: 3 clusters Score -274348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274348.406250 Penalty: 3849.191650
	Iteration 30F: 3 clusters Score -274348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -363659.593750 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -363659.6 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 1403 members 
Entering Unmasked Estep 
Score: -360523.125000 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -360523.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -361144.093750 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -361144.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -361306.812500 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -361306.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -361390.750000 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -361390.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -361442.781250 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -361442.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -361478.031250 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -361478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361502.468750 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -361502.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -361522.250000 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -361522.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -361537.937500 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -361537.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361549.656250 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -361549.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -361557.406250 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -361557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361565.906250 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -361565.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -361574.593750 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -361574.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361583.375000 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -361583.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361587.781250 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -361587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -361589.562500 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -361589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -361592.031250 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -361592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -361594.500000 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -361594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -361597.875000 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -361597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361602.718750 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -361602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361604.593750 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -361604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361606.062500 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -361606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361607.781250 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -361607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361609.437500 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -361609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361611.375000 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -361611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -361612.875000 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -361612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -361614.656250 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -361614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -361615.656250 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -361615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361615.625000 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -361615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -361617.750000 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -361617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -361617.625000 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -361617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -361617.625000 Penalty: 3936.228760
	Iteration 31F: 3 clusters Score -361617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Entering Unmasked Estep 
Score: -1888855.125000 Penalty: 2380.063477
	Iteration 0F: 2 clusters Score -1888855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1878165.750000 Penalty: 4760.126953
	Iteration 0F: 3 clusters Score -1878166 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1881600.625000 Penalty: 4760.126953
	Iteration 1F: 3 clusters Score -1881601 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1882042.125000 Penalty: 4760.126953
	Iteration 2F: 3 clusters Score -1882042 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1882448.875000 Penalty: 4760.126953
	Iteration 3F: 3 clusters Score -1882449 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1882850.625000 Penalty: 4760.126953
	Iteration 4F: 3 clusters Score -1882851 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1883253.625000 Penalty: 4760.126953
	Iteration 5Q: 3 clusters Score -1883254 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1883655.000000 Penalty: 4760.126953
	Iteration 6Q: 3 clusters Score -1883655 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1884063.750000 Penalty: 4760.126953
	Iteration 7Q: 3 clusters Score -1884064 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1884539.125000 Penalty: 4760.126953
	Iteration 8Q: 3 clusters Score -1884539 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1885116.500000 Penalty: 4760.126953
	Iteration 9F: 3 clusters Score -1885116 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1885725.125000 Penalty: 4760.126953
	Iteration 10F: 3 clusters Score -1885725 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1886344.500000 Penalty: 4760.126953
	Iteration 11Q: 3 clusters Score -1886344 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1886925.875000 Penalty: 4760.126953
	Iteration 12Q: 3 clusters Score -1886926 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1887501.625000 Penalty: 4760.126953
	Iteration 13Q: 3 clusters Score -1887502 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1888053.625000 Penalty: 4760.126953
	Iteration 14Q: 3 clusters Score -1888054 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1888538.875000 Penalty: 4760.126953
	Iteration 15Q: 3 clusters Score -1888539 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1888895.500000 Penalty: 4760.126953
	Iteration 16Q: 3 clusters Score -1888896 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1889038.375000 Penalty: 4760.126953
	Iteration 17Q: 3 clusters Score -1889038 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1889101.750000 Penalty: 4760.126953
	Iteration 18Q: 3 clusters Score -1889102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1889139.250000 Penalty: 4760.126953
	Iteration 19Q: 3 clusters Score -1889139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1889160.625000 Penalty: 4760.126953
	Iteration 20F: 3 clusters Score -1889161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1889166.500000 Penalty: 4760.126953
	Iteration 21Q: 3 clusters Score -1889166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1889165.500000 Penalty: 4760.126953
	Iteration 22Q: 3 clusters Score -1889166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1889171.000000 Penalty: 4760.126953
	Iteration 23Q: 3 clusters Score -1889171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1889174.000000 Penalty: 4760.126953
	Iteration 24Q: 3 clusters Score -1889174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1889172.375000 Penalty: 4760.126953
	Iteration 25Q: 3 clusters Score -1889172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1889173.000000 Penalty: 4760.126953
	Iteration 26Q: 3 clusters Score -1889173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1889173.000000 Penalty: 4760.126953
	Iteration 27F: 3 clusters Score -1889173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89927 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 117415 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 162388 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83840 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 48103 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2796 members 
Mstep: Class 40 contains 4191 members 
Mstep: Class 41 contains 1620 members 
Mstep: Class 42 contains 10530 members 
Entering Unmasked Estep 
Score: -111258120.000000 Penalty: 142600.890625
Splitting cluster 40 changes total score from -111259008.000000 to -111258120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -197174.953125 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -197175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -194852.562500 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -194852.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -195504.640625 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -195504.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195838.734375 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -195838.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -196151.953125 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -196152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -196457.171875 Penalty: 3665.530029
	Iteration 4F: 3 clusters Score -196457.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -196812.531250 Penalty: 3665.530029
	Iteration 5F: 3 clusters Score -196812.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -197240.109375 Penalty: 3665.530029
	Iteration 6F: 3 clusters Score -197240.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -197688.671875 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -197688.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -198130.234375 Penalty: 3665.530029
	Iteration 8F: 3 clusters Score -198130.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -198617.015625 Penalty: 3665.530029
	Iteration 9F: 3 clusters Score -198617 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -199100.421875 Penalty: 3665.530029
	Iteration 10F: 3 clusters Score -199100.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -199409.671875 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -199409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -199421.656250 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -199421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -199421.656250 Penalty: 3665.530029
	Iteration 13F: 3 clusters Score -199421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89927 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 117415 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 162388 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83840 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 48103 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2796 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 944 members 
Mstep: Class 42 contains 676 members 
Entering Unmasked Estep 
Score: -111259744.000000 Penalty: 142600.890625
Splitting cluster 41 changes total score from -111259008.000000 to -111259744.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89927 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 117415 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 162388 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83840 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 48103 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 2796 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259896.000000 Penalty: 142600.890625
Iteration 119Q: 43 clusters Score -1.112599e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 89928 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61205 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 117403 members 
Mstep: Class 15 contains 9515 members 
Mstep: Class 16 contains 43628 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 162356 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 8699 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 83842 members 
Mstep: Class 29 contains 4061 members 
Mstep: Class 30 contains 48100 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 8537 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 2340 members 
Mstep: Class 39 contains 2798 members 
Mstep: Class 40 contains 14722 members 
Mstep: Class 41 contains 980 members 
Mstep: Class 42 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260248.000000 Penalty: 142600.890625
Iteration 120F: 43 clusters Score -1.112602e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 14133 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 117397 members 
Mstep: Class 15 contains 9525 members 
Mstep: Class 16 contains 43631 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 162345 members 
Mstep: Class 21 contains 12875 members 
Mstep: Class 22 contains 5242 members 
Mstep: Class 23 contains 8003 members 
Mstep: Class 24 contains 8702 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83844 members 
Mstep: Class 29 contains 4057 members 
Mstep: Class 30 contains 48099 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 8537 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 635 members 
Mstep: Class 38 contains 2333 members 
Mstep: Class 39 contains 2800 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 988 members 
Mstep: Class 42 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260584.000000 Penalty: 142600.890625
Iteration 121Q: 43 clusters Score -1.112606e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89918 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61210 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11564 members 
Mstep: Class 12 contains 23747 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 117392 members 
Mstep: Class 15 contains 9536 members 
Mstep: Class 16 contains 43640 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 162342 members 
Mstep: Class 21 contains 12869 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 8705 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 83844 members 
Mstep: Class 29 contains 4054 members 
Mstep: Class 30 contains 48097 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 8538 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 616 members 
Mstep: Class 38 contains 2331 members 
Mstep: Class 39 contains 2802 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 991 members 
Mstep: Class 42 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260704.000000 Penalty: 142600.890625
Iteration 122Q: 43 clusters Score -1.112607e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89915 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61208 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 12508 members 
Mstep: Class 14 contains 117385 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 43648 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 162326 members 
Mstep: Class 21 contains 12865 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2209 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 4053 members 
Mstep: Class 30 contains 48094 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 8538 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 599 members 
Mstep: Class 38 contains 2328 members 
Mstep: Class 39 contains 2803 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 992 members 
Mstep: Class 42 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261104.000000 Penalty: 142600.890625
Iteration 123Q: 43 clusters Score -1.112611e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89908 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61207 members 
Mstep: Class 7 contains 50319 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 14133 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 23742 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 14 contains 117377 members 
Mstep: Class 15 contains 9549 members 
Mstep: Class 16 contains 43651 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 162312 members 
Mstep: Class 21 contains 12860 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4053 members 
Mstep: Class 30 contains 48086 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8537 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2805 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 988 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261072.000000 Penalty: 142600.890625
Iteration 124Q: 43 clusters Score -1.112611e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89901 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50318 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 14 contains 117368 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 43659 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 162303 members 
Mstep: Class 21 contains 12862 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 2207 members 
Mstep: Class 28 contains 83849 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 48084 members 
Mstep: Class 31 contains 7619 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8537 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2806 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 984 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261088.000000 Penalty: 142600.890625
Iteration 125Q: 43 clusters Score -1.112611e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89900 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61205 members 
Mstep: Class 7 contains 50316 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 117361 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 43670 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 162304 members 
Mstep: Class 21 contains 12860 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 2207 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 48082 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8538 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 2326 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 975 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261136.000000 Penalty: 142600.890625
Iteration 126Q: 43 clusters Score -1.112611e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89901 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50316 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 23737 members 
Mstep: Class 13 contains 12510 members 
Mstep: Class 14 contains 117358 members 
Mstep: Class 15 contains 9555 members 
Mstep: Class 16 contains 43673 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 6780 members 
Mstep: Class 20 contains 162298 members 
Mstep: Class 21 contains 12858 members 
Mstep: Class 22 contains 5240 members 
Mstep: Class 23 contains 7990 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 48081 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8537 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 599 members 
Mstep: Class 38 contains 2323 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 966 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261208.000000 Penalty: 142600.890625
Iteration 127Q: 43 clusters Score -1.112612e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89896 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61206 members 
Mstep: Class 7 contains 50317 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 23737 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 117355 members 
Mstep: Class 15 contains 9558 members 
Mstep: Class 16 contains 43678 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 6780 members 
Mstep: Class 20 contains 162291 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5239 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 48081 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8534 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 2324 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 954 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261256.000000 Penalty: 142600.890625
Iteration 128Q: 43 clusters Score -1.112613e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89897 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50316 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 117347 members 
Mstep: Class 15 contains 9558 members 
Mstep: Class 16 contains 43683 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 162289 members 
Mstep: Class 21 contains 12851 members 
Mstep: Class 22 contains 5238 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 83853 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 48077 members 
Mstep: Class 31 contains 7618 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8533 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2325 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 14718 members 
Mstep: Class 41 contains 933 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261136.000000 Penalty: 142600.890625
Iteration 129Q: 43 clusters Score -1.112611e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89895 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5679 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50317 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 117344 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 43686 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 162285 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 48075 members 
Mstep: Class 31 contains 7618 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2323 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 904 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261184.000000 Penalty: 142600.890625
Iteration 130Q: 43 clusters Score -1.112612e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89895 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5679 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50316 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 117339 members 
Mstep: Class 15 contains 9562 members 
Mstep: Class 16 contains 43700 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 162274 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 5236 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 48072 members 
Mstep: Class 31 contains 7619 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8530 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 2805 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 886 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261144.000000 Penalty: 142600.890625
Iteration 131Q: 43 clusters Score -1.112611e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89894 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5679 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50315 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23733 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 117337 members 
Mstep: Class 15 contains 9560 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 162274 members 
Mstep: Class 21 contains 12853 members 
Mstep: Class 22 contains 5235 members 
Mstep: Class 23 contains 8012 members 
Mstep: Class 24 contains 8731 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 83850 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 48073 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8526 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2315 members 
Mstep: Class 39 contains 2805 members 
Mstep: Class 40 contains 14723 members 
Mstep: Class 41 contains 876 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261192.000000 Penalty: 142600.890625
Iteration 132Q: 43 clusters Score -1.112612e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89890 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5679 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50313 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 23730 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 117335 members 
Mstep: Class 15 contains 9560 members 
Mstep: Class 16 contains 43722 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 6780 members 
Mstep: Class 20 contains 162270 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 8009 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 83849 members 
Mstep: Class 29 contains 4046 members 
Mstep: Class 30 contains 48071 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8524 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2314 members 
Mstep: Class 39 contains 2807 members 
Mstep: Class 40 contains 14725 members 
Mstep: Class 41 contains 871 members 
Mstep: Class 42 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261248.000000 Penalty: 142600.890625
Iteration 133Q: 43 clusters Score -1.112612e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89888 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50313 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23727 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 117330 members 
Mstep: Class 15 contains 9562 members 
Mstep: Class 16 contains 43732 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6779 members 
Mstep: Class 20 contains 162273 members 
Mstep: Class 21 contains 12851 members 
Mstep: Class 22 contains 5232 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2199 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 48069 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2313 members 
Mstep: Class 39 contains 2809 members 
Mstep: Class 40 contains 14727 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261296.000000 Penalty: 142600.890625
Iteration 134Q: 43 clusters Score -1.112613e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89886 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50313 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 117330 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 43736 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6776 members 
Mstep: Class 20 contains 162274 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5232 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 83846 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 48064 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8522 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2310 members 
Mstep: Class 39 contains 2811 members 
Mstep: Class 40 contains 14727 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261304.000000 Penalty: 142600.890625
Iteration 135Q: 43 clusters Score -1.112613e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89884 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50312 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2505 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 23721 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 117329 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 43739 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 162269 members 
Mstep: Class 21 contains 12853 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 83845 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 48060 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8522 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2309 members 
Mstep: Class 39 contains 2812 members 
Mstep: Class 40 contains 14726 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261312.000000 Penalty: 142600.890625
Iteration 136Q: 43 clusters Score -1.112613e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89882 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50311 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 117325 members 
Mstep: Class 15 contains 9564 members 
Mstep: Class 16 contains 43742 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 162266 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 83845 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8522 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2310 members 
Mstep: Class 39 contains 2812 members 
Mstep: Class 40 contains 14727 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261304.000000 Penalty: 142600.890625
Iteration 137Q: 43 clusters Score -1.112613e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89881 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50310 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 117323 members 
Mstep: Class 15 contains 9566 members 
Mstep: Class 16 contains 43746 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 162267 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8012 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 83845 members 
Mstep: Class 29 contains 4046 members 
Mstep: Class 30 contains 48056 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2310 members 
Mstep: Class 39 contains 2811 members 
Mstep: Class 40 contains 14728 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261272.000000 Penalty: 142600.890625
Iteration 138Q: 43 clusters Score -1.112613e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89880 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50309 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 117323 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 43750 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 162263 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8004 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83846 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 48058 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2310 members 
Mstep: Class 39 contains 2812 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261312.000000 Penalty: 142600.890625
Iteration 139Q: 43 clusters Score -1.112613e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89880 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50308 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 12521 members 
Mstep: Class 14 contains 117320 members 
Mstep: Class 15 contains 9570 members 
Mstep: Class 16 contains 43752 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 162259 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8003 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83847 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 48061 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8520 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2310 members 
Mstep: Class 39 contains 2814 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261328.000000 Penalty: 142600.890625
Iteration 140F: 43 clusters Score -1.112613e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89879 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50307 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 117318 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 43754 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6771 members 
Mstep: Class 20 contains 162261 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83846 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48060 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8517 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2311 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261328.000000 Penalty: 142600.890625
Iteration 141Q: 43 clusters Score -1.112613e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89875 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5670 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50307 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23710 members 
Mstep: Class 13 contains 12530 members 
Mstep: Class 14 contains 117317 members 
Mstep: Class 15 contains 9579 members 
Mstep: Class 16 contains 43758 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6771 members 
Mstep: Class 20 contains 162262 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83846 members 
Mstep: Class 29 contains 4041 members 
Mstep: Class 30 contains 48059 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2311 members 
Mstep: Class 39 contains 2822 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261312.000000 Penalty: 142600.890625
Iteration 142Q: 43 clusters Score -1.112613e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89874 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5668 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50306 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23709 members 
Mstep: Class 13 contains 12538 members 
Mstep: Class 14 contains 117315 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 43758 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162257 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83847 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 48060 members 
Mstep: Class 31 contains 7618 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8508 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2311 members 
Mstep: Class 39 contains 2827 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261296.000000 Penalty: 142600.890625
Iteration 143Q: 43 clusters Score -1.112613e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89872 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50306 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23709 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 14 contains 117312 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 43766 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12851 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83847 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48059 members 
Mstep: Class 31 contains 7617 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8502 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2311 members 
Mstep: Class 39 contains 2831 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261384.000000 Penalty: 142600.890625
Iteration 144Q: 43 clusters Score -1.112614e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89871 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50306 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23709 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 43767 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12851 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83847 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48058 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2312 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261360.000000 Penalty: 142600.890625
Iteration 145Q: 43 clusters Score -1.112614e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89870 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61201 members 
Mstep: Class 7 contains 50306 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23709 members 
Mstep: Class 13 contains 12550 members 
Mstep: Class 14 contains 117310 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 43772 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162256 members 
Mstep: Class 21 contains 12850 members 
Mstep: Class 22 contains 5230 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8495 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2312 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261400.000000 Penalty: 142600.890625
Iteration 146Q: 43 clusters Score -1.112614e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89871 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61201 members 
Mstep: Class 7 contains 50306 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23708 members 
Mstep: Class 13 contains 12552 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9594 members 
Mstep: Class 16 contains 43774 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162258 members 
Mstep: Class 21 contains 12849 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8490 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2312 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261432.000000 Penalty: 142600.890625
Iteration 147Q: 43 clusters Score -1.112614e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89871 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61201 members 
Mstep: Class 7 contains 50307 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12556 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9597 members 
Mstep: Class 16 contains 43775 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162258 members 
Mstep: Class 21 contains 12849 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48058 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2311 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261408.000000 Penalty: 142600.890625
Iteration 148Q: 43 clusters Score -1.112614e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89868 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61200 members 
Mstep: Class 7 contains 50306 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12558 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 43774 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162256 members 
Mstep: Class 21 contains 12849 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48058 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2311 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261424.000000 Penalty: 142600.890625
Iteration 149Q: 43 clusters Score -1.112614e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89867 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61200 members 
Mstep: Class 7 contains 50304 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12564 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 43770 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12849 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 83849 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2310 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261432.000000 Penalty: 142600.890625
Iteration 150Q: 43 clusters Score -1.112614e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89866 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61199 members 
Mstep: Class 7 contains 50303 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 43768 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12850 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83849 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2314 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261344.000000 Penalty: 142600.890625
Iteration 151Q: 43 clusters Score -1.112613e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89865 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61200 members 
Mstep: Class 7 contains 50301 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 43769 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12849 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83850 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7615 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2318 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261384.000000 Penalty: 142600.890625
Iteration 152Q: 43 clusters Score -1.112614e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89864 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50299 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 117312 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43768 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 162252 members 
Mstep: Class 21 contains 12848 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83850 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48058 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261400.000000 Penalty: 142600.890625
Iteration 153Q: 43 clusters Score -1.112614e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89863 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50295 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117312 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43772 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12846 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83850 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48059 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2321 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261368.000000 Penalty: 142600.890625
Iteration 154Q: 43 clusters Score -1.112614e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89862 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117312 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43775 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12844 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8464 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2322 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261400.000000 Penalty: 142600.890625
Iteration 155Q: 43 clusters Score -1.112614e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89862 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61205 members 
Mstep: Class 7 contains 50293 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 162254 members 
Mstep: Class 21 contains 12840 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8742 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8461 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2322 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261400.000000 Penalty: 142600.890625
Iteration 156Q: 43 clusters Score -1.112614e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89860 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61204 members 
Mstep: Class 7 contains 50293 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43778 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12836 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8745 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8461 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2325 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261400.000000 Penalty: 142600.890625
Iteration 157Q: 43 clusters Score -1.112614e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12834 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83851 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8460 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2327 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261424.000000 Penalty: 142600.890625
Iteration 158Q: 43 clusters Score -1.112614e+08 nChanged 4
Entering ConstructFrom: 
Score: -111261424.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -733987.062500 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -733987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -728939.750000 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -728939.8 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -730304.375000 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -730304.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -730673.062500 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -730673.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -731003.312500 Penalty: 4300.532715
	Iteration 3F: 3 clusters Score -731003.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -731293.437500 Penalty: 4300.532715
	Iteration 4F: 3 clusters Score -731293.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -731543.312500 Penalty: 4300.532715
	Iteration 5F: 3 clusters Score -731543.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -731750.500000 Penalty: 4300.532715
	Iteration 6Q: 3 clusters Score -731750.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -731933.500000 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -731933.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -732060.062500 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -732060.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -732152.312500 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -732152.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -732240.687500 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -732240.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -732299.875000 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -732299.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -732339.562500 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -732339.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -732371.750000 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -732371.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -732392.062500 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -732392.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -732410.437500 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -732410.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -732435.000000 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -732435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -732455.000000 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -732455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -732466.500000 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -732466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -732473.000000 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -732473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -732475.562500 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -732475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -732477.375000 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -732477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -732477.687500 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -732477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -732478.812500 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -732478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -732479.125000 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -732479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -732479.500000 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -732479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -732479.500000 Penalty: 4300.532715
	Iteration 26F: 3 clusters Score -732479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (89861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Entering Unmasked Estep 
Score: -11768799.000000 Penalty: 2828.692871
	Iteration 0F: 2 clusters Score -1.17688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -11708475.000000 Penalty: 5657.385742
	Iteration 0F: 3 clusters Score -1.170848e+07 nChanged 42393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -11732926.000000 Penalty: 5657.385742
	Iteration 1F: 3 clusters Score -1.173293e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -11734273.000000 Penalty: 5657.385742
	Iteration 2Q: 3 clusters Score -1.173427e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -11736345.000000 Penalty: 5657.385742
	Iteration 3Q: 3 clusters Score -1.173634e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -11739173.000000 Penalty: 5657.385742
	Iteration 4F: 3 clusters Score -1.173917e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -11742520.000000 Penalty: 5657.385742
	Iteration 5F: 3 clusters Score -1.174252e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -11745718.000000 Penalty: 5657.385742
	Iteration 6F: 3 clusters Score -1.174572e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -11748206.000000 Penalty: 5657.385742
	Iteration 7F: 3 clusters Score -1.174821e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -11749614.000000 Penalty: 5657.385742
	Iteration 8Q: 3 clusters Score -1.174961e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -11750306.000000 Penalty: 5657.385742
	Iteration 9Q: 3 clusters Score -1.175031e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -11750709.000000 Penalty: 5657.385742
	Iteration 10Q: 3 clusters Score -1.175071e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -11750876.000000 Penalty: 5657.385742
	Iteration 11Q: 3 clusters Score -1.175088e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -11750993.000000 Penalty: 5657.385742
	Iteration 12Q: 3 clusters Score -1.175099e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -11751083.000000 Penalty: 5657.385742
	Iteration 13Q: 3 clusters Score -1.175108e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -11751173.000000 Penalty: 5657.385742
	Iteration 14Q: 3 clusters Score -1.175117e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -11751240.000000 Penalty: 5657.385742
	Iteration 15Q: 3 clusters Score -1.175124e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -11751312.000000 Penalty: 5657.385742
	Iteration 16Q: 3 clusters Score -1.175131e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -11751403.000000 Penalty: 5657.385742
	Iteration 17Q: 3 clusters Score -1.17514e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -11751508.000000 Penalty: 5657.385742
	Iteration 18Q: 3 clusters Score -1.175151e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -11751623.000000 Penalty: 5657.385742
	Iteration 19Q: 3 clusters Score -1.175162e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -11751872.000000 Penalty: 5657.385742
	Iteration 20F: 3 clusters Score -1.175187e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -11752170.000000 Penalty: 5657.385742
	Iteration 21Q: 3 clusters Score -1.175217e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -11752609.000000 Penalty: 5657.385742
	Iteration 22Q: 3 clusters Score -1.175261e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -11753192.000000 Penalty: 5657.385742
	Iteration 23Q: 3 clusters Score -1.175319e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -11753992.000000 Penalty: 5657.385742
	Iteration 24Q: 3 clusters Score -1.175399e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -11754893.000000 Penalty: 5657.385742
	Iteration 25Q: 3 clusters Score -1.175489e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -11756216.000000 Penalty: 5657.385742
	Iteration 26Q: 3 clusters Score -1.175622e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -11757930.000000 Penalty: 5657.385742
	Iteration 27Q: 3 clusters Score -1.175793e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -11759874.000000 Penalty: 5657.385742
	Iteration 28Q: 3 clusters Score -1.175987e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -11761832.000000 Penalty: 5657.385742
	Iteration 29Q: 3 clusters Score -1.176183e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -11763593.000000 Penalty: 5657.385742
	Iteration 30Q: 3 clusters Score -1.176359e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -11764639.000000 Penalty: 5657.385742
	Iteration 31Q: 3 clusters Score -1.176464e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -11765310.000000 Penalty: 5657.385742
	Iteration 32Q: 3 clusters Score -1.176531e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -11765682.000000 Penalty: 5657.385742
	Iteration 33Q: 3 clusters Score -1.176568e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11765909.000000 Penalty: 5657.385742
	Iteration 34Q: 3 clusters Score -1.176591e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11766028.000000 Penalty: 5657.385742
	Iteration 35Q: 3 clusters Score -1.176603e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -11766144.000000 Penalty: 5657.385742
	Iteration 36Q: 3 clusters Score -1.176614e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -11766212.000000 Penalty: 5657.385742
	Iteration 37Q: 3 clusters Score -1.176621e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11766274.000000 Penalty: 5657.385742
	Iteration 38Q: 3 clusters Score -1.176627e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11766332.000000 Penalty: 5657.385742
	Iteration 39Q: 3 clusters Score -1.176633e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11766362.000000 Penalty: 5657.385742
	Iteration 40F: 3 clusters Score -1.176636e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11766404.000000 Penalty: 5657.385742
	Iteration 41Q: 3 clusters Score -1.17664e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11766429.000000 Penalty: 5657.385742
	Iteration 42Q: 3 clusters Score -1.176643e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -11766454.000000 Penalty: 5657.385742
	Iteration 43Q: 3 clusters Score -1.176645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11766489.000000 Penalty: 5657.385742
	Iteration 44Q: 3 clusters Score -1.176649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11766483.000000 Penalty: 5657.385742
	Iteration 45Q: 3 clusters Score -1.176648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11766484.000000 Penalty: 5657.385742
	Iteration 46Q: 3 clusters Score -1.176648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11766485.000000 Penalty: 5657.385742
	Iteration 47Q: 3 clusters Score -1.176648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11766494.000000 Penalty: 5657.385742
	Iteration 48Q: 3 clusters Score -1.176649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11766500.000000 Penalty: 5657.385742
	Iteration 49Q: 3 clusters Score -1.17665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11766505.000000 Penalty: 5657.385742
	Iteration 50Q: 3 clusters Score -1.17665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11766502.000000 Penalty: 5657.385742
	Iteration 51Q: 3 clusters Score -1.17665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11766509.000000 Penalty: 5657.385742
	Iteration 52Q: 3 clusters Score -1.176651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11766512.000000 Penalty: 5657.385742
	Iteration 53Q: 3 clusters Score -1.176651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11766524.000000 Penalty: 5657.385742
	Iteration 54Q: 3 clusters Score -1.176652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11766532.000000 Penalty: 5657.385742
	Iteration 55Q: 3 clusters Score -1.176653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11766526.000000 Penalty: 5657.385742
	Iteration 56Q: 3 clusters Score -1.176653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11766537.000000 Penalty: 5657.385742
	Iteration 57Q: 3 clusters Score -1.176654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11766536.000000 Penalty: 5657.385742
	Iteration 58Q: 3 clusters Score -1.176654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11766539.000000 Penalty: 5657.385742
	Iteration 59Q: 3 clusters Score -1.176654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11766529.000000 Penalty: 5657.385742
	Iteration 60F: 3 clusters Score -1.176653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11766545.000000 Penalty: 5657.385742
	Iteration 61Q: 3 clusters Score -1.176654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11766550.000000 Penalty: 5657.385742
	Iteration 62Q: 3 clusters Score -1.176655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11766557.000000 Penalty: 5657.385742
	Iteration 63Q: 3 clusters Score -1.176656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11766564.000000 Penalty: 5657.385742
	Iteration 64Q: 3 clusters Score -1.176656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11766567.000000 Penalty: 5657.385742
	Iteration 65Q: 3 clusters Score -1.176657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11766571.000000 Penalty: 5657.385742
	Iteration 66Q: 3 clusters Score -1.176657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11766576.000000 Penalty: 5657.385742
	Iteration 67Q: 3 clusters Score -1.176658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11766587.000000 Penalty: 5657.385742
	Iteration 68Q: 3 clusters Score -1.176659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11766579.000000 Penalty: 5657.385742
	Iteration 69Q: 3 clusters Score -1.176658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11766582.000000 Penalty: 5657.385742
	Iteration 70Q: 3 clusters Score -1.176658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11766589.000000 Penalty: 5657.385742
	Iteration 71Q: 3 clusters Score -1.176659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11766591.000000 Penalty: 5657.385742
	Iteration 72Q: 3 clusters Score -1.176659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11766588.000000 Penalty: 5657.385742
	Iteration 73Q: 3 clusters Score -1.176659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11766588.000000 Penalty: 5657.385742
	Iteration 74F: 3 clusters Score -1.176659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -537373.000000 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -537373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -533155.750000 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -533155.8 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -534411.312500 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -534411.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -535055.687500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -535055.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -535839.187500 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -535839.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -536571.000000 Penalty: 4192.569824
	Iteration 4F: 3 clusters Score -536571 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -537073.562500 Penalty: 4192.569824
	Iteration 5F: 3 clusters Score -537073.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -537287.375000 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -537287.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -537394.625000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -537394.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -537455.062500 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -537455.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -537496.750000 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -537496.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -537524.062500 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -537524.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -537546.625000 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -537546.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -537559.500000 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -537559.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -537569.500000 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -537569.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -537579.500000 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -537579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -537584.187500 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -537584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -537586.250000 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -537586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -537588.875000 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -537588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -537588.312500 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -537588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -537589.500000 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -537589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -537590.500000 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -537590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -537589.875000 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -537589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -537589.875000 Penalty: 4192.569824
	Iteration 22F: 3 clusters Score -537589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8459 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2328 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 2920 members 
Entering Unmasked Estep 
Score: -111260496.000000 Penalty: 145996.140625
Splitting cluster 3 changes total score from -111261424.000000 to -111260496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -735019.812500 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -735019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -730209.875000 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -730209.9 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -731520.875000 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -731520.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -731833.625000 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -731833.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -732007.062500 Penalty: 4286.112305
	Iteration 3F: 3 clusters Score -732007.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -732129.812500 Penalty: 4286.112305
	Iteration 4Q: 3 clusters Score -732129.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -732240.500000 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -732240.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -732368.312500 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -732368.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -732481.875000 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -732481.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -732594.375000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -732594.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -732698.875000 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -732698.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -732788.437500 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -732788.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -732855.687500 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -732855.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -732921.062500 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -732921.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -732981.250000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -732981.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -733041.750000 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -733041.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -733079.187500 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -733079.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -733100.937500 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -733100.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -733120.000000 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -733120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -733143.000000 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -733143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -733165.562500 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -733165.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -733187.750000 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -733187.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -733218.500000 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -733218.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -733235.812500 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -733235.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -733257.125000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -733257.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -733270.125000 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -733270.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -733281.000000 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -733281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -733293.625000 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -733293.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -733305.500000 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -733305.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -733312.500000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -733312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -733318.875000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -733318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -733324.562500 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -733324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -733327.937500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -733327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -733327.687500 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -733327.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -733327.687500 Penalty: 4286.112305
	Iteration 33F: 3 clusters Score -733327.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -574865.750000 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -574865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -570649.000000 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -570649 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -571715.250000 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -571715.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -572010.875000 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -572010.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -572316.062500 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -572316.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -572687.625000 Penalty: 4182.307129
	Iteration 4F: 3 clusters Score -572687.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -573038.812500 Penalty: 4182.307129
	Iteration 5F: 3 clusters Score -573038.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -573295.187500 Penalty: 4182.307129
	Iteration 6F: 3 clusters Score -573295.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -573451.375000 Penalty: 4182.307129
	Iteration 7Q: 3 clusters Score -573451.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -573532.750000 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -573532.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -573580.625000 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -573580.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -573616.125000 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -573616.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -573636.875000 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -573636.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -573657.125000 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -573657.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -573672.062500 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -573672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -573686.750000 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -573686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -573695.562500 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -573695.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -573701.000000 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -573701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -573703.125000 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -573703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -573704.625000 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -573704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -573705.937500 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -573705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -573706.375000 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -573706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -573706.750000 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -573706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -573707.625000 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -573707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -573709.937500 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -573709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -573709.875000 Penalty: 4182.307129
	Iteration 24Q: 3 clusters Score -573709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -573709.875000 Penalty: 4182.307129
	Iteration 25F: 3 clusters Score -573709.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Entering Unmasked Estep 
Score: -7911789.000000 Penalty: 2733.444092
	Iteration 0F: 2 clusters Score -7911789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7870716.000000 Penalty: 5466.888184
	Iteration 0F: 3 clusters Score -7870716 nChanged 28496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -7887154.000000 Penalty: 5466.888184
	Iteration 1F: 3 clusters Score -7887154 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -7888026.000000 Penalty: 5466.888184
	Iteration 2Q: 3 clusters Score -7888026 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -7889155.500000 Penalty: 5466.888184
	Iteration 3Q: 3 clusters Score -7889156 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7890432.500000 Penalty: 5466.888184
	Iteration 4Q: 3 clusters Score -7890432 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -7891853.500000 Penalty: 5466.888184
	Iteration 5F: 3 clusters Score -7891854 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -7893291.500000 Penalty: 5466.888184
	Iteration 6F: 3 clusters Score -7893292 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -7894613.500000 Penalty: 5466.888184
	Iteration 7Q: 3 clusters Score -7894614 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7895900.500000 Penalty: 5466.888184
	Iteration 8Q: 3 clusters Score -7895900 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -7896947.500000 Penalty: 5466.888184
	Iteration 9Q: 3 clusters Score -7896948 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -7897865.000000 Penalty: 5466.888184
	Iteration 10Q: 3 clusters Score -7897865 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -7898721.500000 Penalty: 5466.888184
	Iteration 11Q: 3 clusters Score -7898722 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -7899644.500000 Penalty: 5466.888184
	Iteration 12Q: 3 clusters Score -7899644 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7900643.500000 Penalty: 5466.888184
	Iteration 13Q: 3 clusters Score -7900644 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -7901647.000000 Penalty: 5466.888184
	Iteration 14Q: 3 clusters Score -7901647 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -7902677.000000 Penalty: 5466.888184
	Iteration 15Q: 3 clusters Score -7902677 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -7903758.500000 Penalty: 5466.888184
	Iteration 16Q: 3 clusters Score -7903758 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -7904883.500000 Penalty: 5466.888184
	Iteration 17Q: 3 clusters Score -7904884 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -7905849.000000 Penalty: 5466.888184
	Iteration 18Q: 3 clusters Score -7905849 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -7906715.000000 Penalty: 5466.888184
	Iteration 19Q: 3 clusters Score -7906715 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -7907439.000000 Penalty: 5466.888184
	Iteration 20F: 3 clusters Score -7907439 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7907946.000000 Penalty: 5466.888184
	Iteration 21Q: 3 clusters Score -7907946 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7908349.500000 Penalty: 5466.888184
	Iteration 22Q: 3 clusters Score -7908350 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7908690.500000 Penalty: 5466.888184
	Iteration 23Q: 3 clusters Score -7908690 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7908926.500000 Penalty: 5466.888184
	Iteration 24Q: 3 clusters Score -7908926 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7909093.500000 Penalty: 5466.888184
	Iteration 25Q: 3 clusters Score -7909094 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7909213.000000 Penalty: 5466.888184
	Iteration 26Q: 3 clusters Score -7909213 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7909291.000000 Penalty: 5466.888184
	Iteration 27Q: 3 clusters Score -7909291 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7909360.500000 Penalty: 5466.888184
	Iteration 28Q: 3 clusters Score -7909360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7909419.500000 Penalty: 5466.888184
	Iteration 29Q: 3 clusters Score -7909420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7909456.500000 Penalty: 5466.888184
	Iteration 30Q: 3 clusters Score -7909456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7909516.000000 Penalty: 5466.888184
	Iteration 31Q: 3 clusters Score -7909516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7909537.500000 Penalty: 5466.888184
	Iteration 32Q: 3 clusters Score -7909538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7909560.000000 Penalty: 5466.888184
	Iteration 33Q: 3 clusters Score -7909560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7909570.500000 Penalty: 5466.888184
	Iteration 34Q: 3 clusters Score -7909570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7909580.000000 Penalty: 5466.888184
	Iteration 35Q: 3 clusters Score -7909580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7909593.000000 Penalty: 5466.888184
	Iteration 36Q: 3 clusters Score -7909593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7909611.500000 Penalty: 5466.888184
	Iteration 37Q: 3 clusters Score -7909612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7909616.000000 Penalty: 5466.888184
	Iteration 38Q: 3 clusters Score -7909616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7909619.500000 Penalty: 5466.888184
	Iteration 39Q: 3 clusters Score -7909620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7909626.500000 Penalty: 5466.888184
	Iteration 40F: 3 clusters Score -7909626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7909632.000000 Penalty: 5466.888184
	Iteration 41Q: 3 clusters Score -7909632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7909642.500000 Penalty: 5466.888184
	Iteration 42Q: 3 clusters Score -7909642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7909648.000000 Penalty: 5466.888184
	Iteration 43Q: 3 clusters Score -7909648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7909652.000000 Penalty: 5466.888184
	Iteration 44Q: 3 clusters Score -7909652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7909656.500000 Penalty: 5466.888184
	Iteration 45Q: 3 clusters Score -7909656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7909655.500000 Penalty: 5466.888184
	Iteration 46Q: 3 clusters Score -7909656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7909671.500000 Penalty: 5466.888184
	Iteration 47Q: 3 clusters Score -7909672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7909669.500000 Penalty: 5466.888184
	Iteration 48Q: 3 clusters Score -7909670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7909675.500000 Penalty: 5466.888184
	Iteration 49Q: 3 clusters Score -7909676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7909680.000000 Penalty: 5466.888184
	Iteration 50Q: 3 clusters Score -7909680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7909678.500000 Penalty: 5466.888184
	Iteration 51Q: 3 clusters Score -7909678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7909684.000000 Penalty: 5466.888184
	Iteration 52Q: 3 clusters Score -7909684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7909681.000000 Penalty: 5466.888184
	Iteration 53Q: 3 clusters Score -7909681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7909682.000000 Penalty: 5466.888184
	Iteration 54Q: 3 clusters Score -7909682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7909680.000000 Penalty: 5466.888184
	Iteration 55Q: 3 clusters Score -7909680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7909686.000000 Penalty: 5466.888184
	Iteration 56Q: 3 clusters Score -7909686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7909682.500000 Penalty: 5466.888184
	Iteration 57Q: 3 clusters Score -7909682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7909686.000000 Penalty: 5466.888184
	Iteration 58Q: 3 clusters Score -7909686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7909683.500000 Penalty: 5466.888184
	Iteration 59Q: 3 clusters Score -7909684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7909693.000000 Penalty: 5466.888184
	Iteration 60F: 3 clusters Score -7909693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7909695.500000 Penalty: 5466.888184
	Iteration 61Q: 3 clusters Score -7909696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7909696.500000 Penalty: 5466.888184
	Iteration 62Q: 3 clusters Score -7909696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7909697.000000 Penalty: 5466.888184
	Iteration 63Q: 3 clusters Score -7909697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7909699.000000 Penalty: 5466.888184
	Iteration 64Q: 3 clusters Score -7909699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7909701.000000 Penalty: 5466.888184
	Iteration 65Q: 3 clusters Score -7909701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7909704.500000 Penalty: 5466.888184
	Iteration 66Q: 3 clusters Score -7909704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7909709.500000 Penalty: 5466.888184
	Iteration 67Q: 3 clusters Score -7909710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7909711.500000 Penalty: 5466.888184
	Iteration 68Q: 3 clusters Score -7909712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7909713.500000 Penalty: 5466.888184
	Iteration 69Q: 3 clusters Score -7909714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7909715.500000 Penalty: 5466.888184
	Iteration 70Q: 3 clusters Score -7909716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7909711.500000 Penalty: 5466.888184
	Iteration 71Q: 3 clusters Score -7909712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7909717.000000 Penalty: 5466.888184
	Iteration 72Q: 3 clusters Score -7909717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7909715.000000 Penalty: 5466.888184
	Iteration 73Q: 3 clusters Score -7909715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7909717.000000 Penalty: 5466.888184
	Iteration 74Q: 3 clusters Score -7909717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7909717.000000 Penalty: 5466.888184
	Iteration 75F: 3 clusters Score -7909717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Entering Unmasked Estep 
Score: -6671526.500000 Penalty: 2684.758789
	Iteration 0F: 2 clusters Score -6671526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6637793.500000 Penalty: 5369.517578
	Iteration 0F: 3 clusters Score -6637794 nChanged 23151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6650540.000000 Penalty: 5369.517578
	Iteration 1F: 3 clusters Score -6650540 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -6651079.000000 Penalty: 5369.517578
	Iteration 2Q: 3 clusters Score -6651079 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -6651644.000000 Penalty: 5369.517578
	Iteration 3Q: 3 clusters Score -6651644 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6652356.000000 Penalty: 5369.517578
	Iteration 4Q: 3 clusters Score -6652356 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6653227.000000 Penalty: 5369.517578
	Iteration 5Q: 3 clusters Score -6653227 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -6654410.500000 Penalty: 5369.517578
	Iteration 6Q: 3 clusters Score -6654410 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -6655793.500000 Penalty: 5369.517578
	Iteration 7F: 3 clusters Score -6655794 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -6657440.500000 Penalty: 5369.517578
	Iteration 8F: 3 clusters Score -6657440 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -6659186.500000 Penalty: 5369.517578
	Iteration 9F: 3 clusters Score -6659186 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -6661111.000000 Penalty: 5369.517578
	Iteration 10F: 3 clusters Score -6661111 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -6663125.500000 Penalty: 5369.517578
	Iteration 11F: 3 clusters Score -6663126 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6665112.500000 Penalty: 5369.517578
	Iteration 12Q: 3 clusters Score -6665112 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -6666818.500000 Penalty: 5369.517578
	Iteration 13Q: 3 clusters Score -6666818 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -6667916.500000 Penalty: 5369.517578
	Iteration 14Q: 3 clusters Score -6667916 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6668513.500000 Penalty: 5369.517578
	Iteration 15Q: 3 clusters Score -6668514 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6668841.500000 Penalty: 5369.517578
	Iteration 16Q: 3 clusters Score -6668842 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6669017.500000 Penalty: 5369.517578
	Iteration 17Q: 3 clusters Score -6669018 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6669109.000000 Penalty: 5369.517578
	Iteration 18Q: 3 clusters Score -6669109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -6669194.000000 Penalty: 5369.517578
	Iteration 19Q: 3 clusters Score -6669194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6669225.500000 Penalty: 5369.517578
	Iteration 20F: 3 clusters Score -6669226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -6669269.000000 Penalty: 5369.517578
	Iteration 21Q: 3 clusters Score -6669269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6669287.500000 Penalty: 5369.517578
	Iteration 22Q: 3 clusters Score -6669288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6669298.500000 Penalty: 5369.517578
	Iteration 23Q: 3 clusters Score -6669298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6669309.500000 Penalty: 5369.517578
	Iteration 24Q: 3 clusters Score -6669310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6669320.000000 Penalty: 5369.517578
	Iteration 25Q: 3 clusters Score -6669320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -6669327.500000 Penalty: 5369.517578
	Iteration 26Q: 3 clusters Score -6669328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6669337.000000 Penalty: 5369.517578
	Iteration 27Q: 3 clusters Score -6669337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -6669338.000000 Penalty: 5369.517578
	Iteration 28Q: 3 clusters Score -6669338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6669334.000000 Penalty: 5369.517578
	Iteration 29Q: 3 clusters Score -6669334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6669334.000000 Penalty: 5369.517578
	Iteration 30F: 3 clusters Score -6669334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -46138.636719 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -46138.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44833.332031 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -44833.33 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45102.171875 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -45102.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45227.523438 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -45227.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45268.582031 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -45268.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45282.421875 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -45282.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45304.863281 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -45304.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45335.746094 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -45335.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45348.800781 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -45348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45358.695312 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -45358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45363.136719 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -45363.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45364.187500 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -45364.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45364.187500 Penalty: 2986.427490
	Iteration 11F: 3 clusters Score -45364.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -292963.625000 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -292963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290118.906250 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -290118.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -291137.406250 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -291137.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -291464.343750 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -291464.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -291713.187500 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -291713.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -291894.562500 Penalty: 3890.549072
	Iteration 4F: 3 clusters Score -291894.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -292079.687500 Penalty: 3890.549072
	Iteration 5F: 3 clusters Score -292079.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -292226.656250 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -292226.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -292365.093750 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -292365.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -292474.062500 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -292474.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -292538.906250 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -292538.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -292614.437500 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -292614.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -292689.312500 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -292689.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -292739.500000 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -292739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -292770.875000 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -292770.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -292789.875000 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -292789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -292811.375000 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -292811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -292826.093750 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -292826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -292835.093750 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -292835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -292838.125000 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -292838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -292842.593750 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -292842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -292847.156250 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -292847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -292851.156250 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -292851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -292851.843750 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -292851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -292851.843750 Penalty: 3890.549072
	Iteration 23F: 3 clusters Score -292851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Entering Unmasked Estep 
Score: -1798072.500000 Penalty: 2369.989502
	Iteration 0F: 2 clusters Score -1798072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1787663.375000 Penalty: 4739.979004
	Iteration 0F: 3 clusters Score -1787663 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1791001.750000 Penalty: 4739.979004
	Iteration 1F: 3 clusters Score -1791002 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1791442.125000 Penalty: 4739.979004
	Iteration 2F: 3 clusters Score -1791442 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1791862.500000 Penalty: 4739.979004
	Iteration 3F: 3 clusters Score -1791862 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1792249.125000 Penalty: 4739.979004
	Iteration 4F: 3 clusters Score -1792249 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1792628.125000 Penalty: 4739.979004
	Iteration 5Q: 3 clusters Score -1792628 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1793003.750000 Penalty: 4739.979004
	Iteration 6Q: 3 clusters Score -1793004 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1793397.750000 Penalty: 4739.979004
	Iteration 7Q: 3 clusters Score -1793398 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1793781.125000 Penalty: 4739.979004
	Iteration 8Q: 3 clusters Score -1793781 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1794160.625000 Penalty: 4739.979004
	Iteration 9Q: 3 clusters Score -1794161 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1794464.750000 Penalty: 4739.979004
	Iteration 10Q: 3 clusters Score -1794465 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1794700.500000 Penalty: 4739.979004
	Iteration 11Q: 3 clusters Score -1794700 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1794898.250000 Penalty: 4739.979004
	Iteration 12Q: 3 clusters Score -1794898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1795061.625000 Penalty: 4739.979004
	Iteration 13Q: 3 clusters Score -1795062 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1795220.625000 Penalty: 4739.979004
	Iteration 14Q: 3 clusters Score -1795221 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1795336.500000 Penalty: 4739.979004
	Iteration 15Q: 3 clusters Score -1795336 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1795440.125000 Penalty: 4739.979004
	Iteration 16Q: 3 clusters Score -1795440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1795533.875000 Penalty: 4739.979004
	Iteration 17Q: 3 clusters Score -1795534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1795635.250000 Penalty: 4739.979004
	Iteration 18Q: 3 clusters Score -1795635 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1795714.875000 Penalty: 4739.979004
	Iteration 19Q: 3 clusters Score -1795715 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1795787.625000 Penalty: 4739.979004
	Iteration 20F: 3 clusters Score -1795788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1795853.625000 Penalty: 4739.979004
	Iteration 21Q: 3 clusters Score -1795854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1795910.000000 Penalty: 4739.979004
	Iteration 22Q: 3 clusters Score -1795910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1795958.250000 Penalty: 4739.979004
	Iteration 23Q: 3 clusters Score -1795958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1796004.750000 Penalty: 4739.979004
	Iteration 24Q: 3 clusters Score -1796005 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1796047.750000 Penalty: 4739.979004
	Iteration 25Q: 3 clusters Score -1796048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1796093.875000 Penalty: 4739.979004
	Iteration 26Q: 3 clusters Score -1796094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1796123.500000 Penalty: 4739.979004
	Iteration 27Q: 3 clusters Score -1796124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1796152.500000 Penalty: 4739.979004
	Iteration 28Q: 3 clusters Score -1796152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1796159.000000 Penalty: 4739.979004
	Iteration 29Q: 3 clusters Score -1796159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1796172.625000 Penalty: 4739.979004
	Iteration 30Q: 3 clusters Score -1796173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1796182.375000 Penalty: 4739.979004
	Iteration 31Q: 3 clusters Score -1796182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1796193.125000 Penalty: 4739.979004
	Iteration 32Q: 3 clusters Score -1796193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1796191.125000 Penalty: 4739.979004
	Iteration 33Q: 3 clusters Score -1796191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1796200.875000 Penalty: 4739.979004
	Iteration 34Q: 3 clusters Score -1796201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1796208.125000 Penalty: 4739.979004
	Iteration 35Q: 3 clusters Score -1796208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1796215.375000 Penalty: 4739.979004
	Iteration 36Q: 3 clusters Score -1796215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1796220.125000 Penalty: 4739.979004
	Iteration 37Q: 3 clusters Score -1796220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1796220.125000 Penalty: 4739.979004
	Iteration 38Q: 3 clusters Score -1796220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1796216.750000 Penalty: 4739.979004
	Iteration 39Q: 3 clusters Score -1796217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1796220.500000 Penalty: 4739.979004
	Iteration 40F: 3 clusters Score -1796220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1796220.375000 Penalty: 4739.979004
	Iteration 41Q: 3 clusters Score -1796220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1796223.250000 Penalty: 4739.979004
	Iteration 42Q: 3 clusters Score -1796223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1796225.125000 Penalty: 4739.979004
	Iteration 43Q: 3 clusters Score -1796225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1796225.375000 Penalty: 4739.979004
	Iteration 44Q: 3 clusters Score -1796225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1796226.000000 Penalty: 4739.979004
	Iteration 45Q: 3 clusters Score -1796226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1796227.375000 Penalty: 4739.979004
	Iteration 46Q: 3 clusters Score -1796227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1796227.000000 Penalty: 4739.979004
	Iteration 47Q: 3 clusters Score -1796227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1796226.750000 Penalty: 4739.979004
	Iteration 48Q: 3 clusters Score -1796227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1796228.250000 Penalty: 4739.979004
	Iteration 49Q: 3 clusters Score -1796228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1796230.875000 Penalty: 4739.979004
	Iteration 50Q: 3 clusters Score -1796231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1796232.000000 Penalty: 4739.979004
	Iteration 51Q: 3 clusters Score -1796232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1796236.625000 Penalty: 4739.979004
	Iteration 52Q: 3 clusters Score -1796237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1796234.625000 Penalty: 4739.979004
	Iteration 53Q: 3 clusters Score -1796235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1796237.250000 Penalty: 4739.979004
	Iteration 54Q: 3 clusters Score -1796237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1796239.500000 Penalty: 4739.979004
	Iteration 55Q: 3 clusters Score -1796240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1796240.750000 Penalty: 4739.979004
	Iteration 56Q: 3 clusters Score -1796241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1796238.125000 Penalty: 4739.979004
	Iteration 57Q: 3 clusters Score -1796238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1796239.250000 Penalty: 4739.979004
	Iteration 58Q: 3 clusters Score -1796239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1796237.125000 Penalty: 4739.979004
	Iteration 59Q: 3 clusters Score -1796237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1796234.250000 Penalty: 4739.979004
	Iteration 60F: 3 clusters Score -1796234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1796238.125000 Penalty: 4739.979004
	Iteration 61Q: 3 clusters Score -1796238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1796238.125000 Penalty: 4739.979004
	Iteration 62F: 3 clusters Score -1796238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Entering Unmasked Estep 
Score: -1509511.250000 Penalty: 2320.030273
	Iteration 0F: 2 clusters Score -1509511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1500848.375000 Penalty: 4640.060547
	Iteration 0F: 3 clusters Score -1500848 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1503436.125000 Penalty: 4640.060547
	Iteration 1F: 3 clusters Score -1503436 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1503974.625000 Penalty: 4640.060547
	Iteration 2F: 3 clusters Score -1503975 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1504629.875000 Penalty: 4640.060547
	Iteration 3F: 3 clusters Score -1504630 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1505465.250000 Penalty: 4640.060547
	Iteration 4F: 3 clusters Score -1505465 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1506407.750000 Penalty: 4640.060547
	Iteration 5F: 3 clusters Score -1506408 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1507152.625000 Penalty: 4640.060547
	Iteration 6F: 3 clusters Score -1507153 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1507607.875000 Penalty: 4640.060547
	Iteration 7F: 3 clusters Score -1507608 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1507890.375000 Penalty: 4640.060547
	Iteration 8Q: 3 clusters Score -1507890 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1508053.750000 Penalty: 4640.060547
	Iteration 9Q: 3 clusters Score -1508054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1508173.125000 Penalty: 4640.060547
	Iteration 10Q: 3 clusters Score -1508173 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1508266.875000 Penalty: 4640.060547
	Iteration 11Q: 3 clusters Score -1508267 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1508331.500000 Penalty: 4640.060547
	Iteration 12Q: 3 clusters Score -1508332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1508375.125000 Penalty: 4640.060547
	Iteration 13Q: 3 clusters Score -1508375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1508414.000000 Penalty: 4640.060547
	Iteration 14Q: 3 clusters Score -1508414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1508450.750000 Penalty: 4640.060547
	Iteration 15Q: 3 clusters Score -1508451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1508478.750000 Penalty: 4640.060547
	Iteration 16Q: 3 clusters Score -1508479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1508500.500000 Penalty: 4640.060547
	Iteration 17Q: 3 clusters Score -1508500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1508522.375000 Penalty: 4640.060547
	Iteration 18Q: 3 clusters Score -1508522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1508532.625000 Penalty: 4640.060547
	Iteration 19Q: 3 clusters Score -1508533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1508546.500000 Penalty: 4640.060547
	Iteration 20F: 3 clusters Score -1508546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1508557.375000 Penalty: 4640.060547
	Iteration 21Q: 3 clusters Score -1508557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1508561.875000 Penalty: 4640.060547
	Iteration 22Q: 3 clusters Score -1508562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1508565.375000 Penalty: 4640.060547
	Iteration 23Q: 3 clusters Score -1508565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1508572.375000 Penalty: 4640.060547
	Iteration 24Q: 3 clusters Score -1508572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1508574.250000 Penalty: 4640.060547
	Iteration 25Q: 3 clusters Score -1508574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1508573.000000 Penalty: 4640.060547
	Iteration 26Q: 3 clusters Score -1508573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1508575.750000 Penalty: 4640.060547
	Iteration 27Q: 3 clusters Score -1508576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1508581.625000 Penalty: 4640.060547
	Iteration 28Q: 3 clusters Score -1508582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1508581.125000 Penalty: 4640.060547
	Iteration 29Q: 3 clusters Score -1508581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1508585.250000 Penalty: 4640.060547
	Iteration 30Q: 3 clusters Score -1508585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1508586.875000 Penalty: 4640.060547
	Iteration 31Q: 3 clusters Score -1508587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1508587.625000 Penalty: 4640.060547
	Iteration 32Q: 3 clusters Score -1508588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1508590.875000 Penalty: 4640.060547
	Iteration 33Q: 3 clusters Score -1508591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1508590.875000 Penalty: 4640.060547
	Iteration 34Q: 3 clusters Score -1508591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1508592.750000 Penalty: 4640.060547
	Iteration 35Q: 3 clusters Score -1508593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1508596.875000 Penalty: 4640.060547
	Iteration 36Q: 3 clusters Score -1508597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1508597.750000 Penalty: 4640.060547
	Iteration 37Q: 3 clusters Score -1508598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1508599.750000 Penalty: 4640.060547
	Iteration 38Q: 3 clusters Score -1508600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1508600.250000 Penalty: 4640.060547
	Iteration 39Q: 3 clusters Score -1508600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1508600.500000 Penalty: 4640.060547
	Iteration 40F: 3 clusters Score -1508600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1508600.000000 Penalty: 4640.060547
	Iteration 41Q: 3 clusters Score -1508600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1508601.625000 Penalty: 4640.060547
	Iteration 42Q: 3 clusters Score -1508602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1508598.875000 Penalty: 4640.060547
	Iteration 43Q: 3 clusters Score -1508599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1508599.375000 Penalty: 4640.060547
	Iteration 44Q: 3 clusters Score -1508599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1508600.000000 Penalty: 4640.060547
	Iteration 45Q: 3 clusters Score -1508600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1508600.875000 Penalty: 4640.060547
	Iteration 46Q: 3 clusters Score -1508601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1508600.875000 Penalty: 4640.060547
	Iteration 47F: 3 clusters Score -1508601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -3060748.500000 Penalty: 2498.234375
	Iteration 0F: 2 clusters Score -3060748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3044347.500000 Penalty: 4996.468750
	Iteration 0F: 3 clusters Score -3044348 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3050004.500000 Penalty: 4996.468750
	Iteration 1F: 3 clusters Score -3050004 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3050541.750000 Penalty: 4996.468750
	Iteration 2F: 3 clusters Score -3050542 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3051169.000000 Penalty: 4996.468750
	Iteration 3F: 3 clusters Score -3051169 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3051905.750000 Penalty: 4996.468750
	Iteration 4F: 3 clusters Score -3051906 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3052838.750000 Penalty: 4996.468750
	Iteration 5F: 3 clusters Score -3052839 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3053799.500000 Penalty: 4996.468750
	Iteration 6F: 3 clusters Score -3053800 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3054691.000000 Penalty: 4996.468750
	Iteration 7F: 3 clusters Score -3054691 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3055473.500000 Penalty: 4996.468750
	Iteration 8F: 3 clusters Score -3055474 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3056092.500000 Penalty: 4996.468750
	Iteration 9Q: 3 clusters Score -3056092 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3056561.500000 Penalty: 4996.468750
	Iteration 10Q: 3 clusters Score -3056562 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3056928.250000 Penalty: 4996.468750
	Iteration 11Q: 3 clusters Score -3056928 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3057357.000000 Penalty: 4996.468750
	Iteration 12Q: 3 clusters Score -3057357 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3057813.750000 Penalty: 4996.468750
	Iteration 13Q: 3 clusters Score -3057814 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3058427.500000 Penalty: 4996.468750
	Iteration 14Q: 3 clusters Score -3058428 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3058921.000000 Penalty: 4996.468750
	Iteration 15Q: 3 clusters Score -3058921 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3059101.750000 Penalty: 4996.468750
	Iteration 16Q: 3 clusters Score -3059102 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3059191.500000 Penalty: 4996.468750
	Iteration 17Q: 3 clusters Score -3059192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3059247.750000 Penalty: 4996.468750
	Iteration 18Q: 3 clusters Score -3059248 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3059299.500000 Penalty: 4996.468750
	Iteration 19Q: 3 clusters Score -3059300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3059341.000000 Penalty: 4996.468750
	Iteration 20F: 3 clusters Score -3059341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3059362.000000 Penalty: 4996.468750
	Iteration 21Q: 3 clusters Score -3059362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3059383.250000 Penalty: 4996.468750
	Iteration 22Q: 3 clusters Score -3059383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3059401.000000 Penalty: 4996.468750
	Iteration 23Q: 3 clusters Score -3059401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3059420.000000 Penalty: 4996.468750
	Iteration 24Q: 3 clusters Score -3059420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3059435.750000 Penalty: 4996.468750
	Iteration 25Q: 3 clusters Score -3059436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3059443.250000 Penalty: 4996.468750
	Iteration 26Q: 3 clusters Score -3059443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3059452.000000 Penalty: 4996.468750
	Iteration 27Q: 3 clusters Score -3059452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3059458.500000 Penalty: 4996.468750
	Iteration 28Q: 3 clusters Score -3059458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3059465.500000 Penalty: 4996.468750
	Iteration 29Q: 3 clusters Score -3059466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3059475.500000 Penalty: 4996.468750
	Iteration 30Q: 3 clusters Score -3059476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3059484.750000 Penalty: 4996.468750
	Iteration 31Q: 3 clusters Score -3059485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3059490.000000 Penalty: 4996.468750
	Iteration 32Q: 3 clusters Score -3059490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3059485.750000 Penalty: 4996.468750
	Iteration 33Q: 3 clusters Score -3059486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3059487.750000 Penalty: 4996.468750
	Iteration 34Q: 3 clusters Score -3059488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3059489.000000 Penalty: 4996.468750
	Iteration 35Q: 3 clusters Score -3059489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3059494.250000 Penalty: 4996.468750
	Iteration 36Q: 3 clusters Score -3059494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3059495.000000 Penalty: 4996.468750
	Iteration 37Q: 3 clusters Score -3059495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3059492.750000 Penalty: 4996.468750
	Iteration 38Q: 3 clusters Score -3059493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3059493.750000 Penalty: 4996.468750
	Iteration 39Q: 3 clusters Score -3059494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3059495.500000 Penalty: 4996.468750
	Iteration 40F: 3 clusters Score -3059496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3059501.500000 Penalty: 4996.468750
	Iteration 41Q: 3 clusters Score -3059502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3059497.750000 Penalty: 4996.468750
	Iteration 42Q: 3 clusters Score -3059498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3059496.500000 Penalty: 4996.468750
	Iteration 43Q: 3 clusters Score -3059496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3059499.250000 Penalty: 4996.468750
	Iteration 44Q: 3 clusters Score -3059499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3059497.750000 Penalty: 4996.468750
	Iteration 45Q: 3 clusters Score -3059498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3059498.750000 Penalty: 4996.468750
	Iteration 46Q: 3 clusters Score -3059499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3059498.750000 Penalty: 4996.468750
	Iteration 47F: 3 clusters Score -3059499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Entering Unmasked Estep 
Score: -1629167.375000 Penalty: 2340.829590
	Iteration 0F: 2 clusters Score -1629167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1619735.000000 Penalty: 4681.659180
	Iteration 0F: 3 clusters Score -1619735 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1622601.125000 Penalty: 4681.659180
	Iteration 1F: 3 clusters Score -1622601 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1622966.000000 Penalty: 4681.659180
	Iteration 2F: 3 clusters Score -1622966 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1623237.250000 Penalty: 4681.659180
	Iteration 3F: 3 clusters Score -1623237 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1623451.000000 Penalty: 4681.659180
	Iteration 4Q: 3 clusters Score -1623451 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1623631.000000 Penalty: 4681.659180
	Iteration 5Q: 3 clusters Score -1623631 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1623781.375000 Penalty: 4681.659180
	Iteration 6Q: 3 clusters Score -1623781 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1623931.750000 Penalty: 4681.659180
	Iteration 7Q: 3 clusters Score -1623932 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1624072.750000 Penalty: 4681.659180
	Iteration 8Q: 3 clusters Score -1624073 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1624244.375000 Penalty: 4681.659180
	Iteration 9Q: 3 clusters Score -1624244 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1624396.250000 Penalty: 4681.659180
	Iteration 10Q: 3 clusters Score -1624396 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1624537.750000 Penalty: 4681.659180
	Iteration 11Q: 3 clusters Score -1624538 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1624654.125000 Penalty: 4681.659180
	Iteration 12Q: 3 clusters Score -1624654 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1624798.750000 Penalty: 4681.659180
	Iteration 13Q: 3 clusters Score -1624799 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1624942.500000 Penalty: 4681.659180
	Iteration 14Q: 3 clusters Score -1624942 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1625110.125000 Penalty: 4681.659180
	Iteration 15Q: 3 clusters Score -1625110 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1625308.375000 Penalty: 4681.659180
	Iteration 16Q: 3 clusters Score -1625308 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1625535.500000 Penalty: 4681.659180
	Iteration 17Q: 3 clusters Score -1625536 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1625727.375000 Penalty: 4681.659180
	Iteration 18Q: 3 clusters Score -1625727 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1625906.625000 Penalty: 4681.659180
	Iteration 19Q: 3 clusters Score -1625907 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1626058.625000 Penalty: 4681.659180
	Iteration 20F: 3 clusters Score -1626059 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1626197.250000 Penalty: 4681.659180
	Iteration 21Q: 3 clusters Score -1626197 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1626341.250000 Penalty: 4681.659180
	Iteration 22Q: 3 clusters Score -1626341 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1626486.750000 Penalty: 4681.659180
	Iteration 23Q: 3 clusters Score -1626487 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1626632.500000 Penalty: 4681.659180
	Iteration 24Q: 3 clusters Score -1626632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1626746.875000 Penalty: 4681.659180
	Iteration 25Q: 3 clusters Score -1626747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1626832.125000 Penalty: 4681.659180
	Iteration 26Q: 3 clusters Score -1626832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1626909.500000 Penalty: 4681.659180
	Iteration 27Q: 3 clusters Score -1626910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1626982.250000 Penalty: 4681.659180
	Iteration 28Q: 3 clusters Score -1626982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1627037.125000 Penalty: 4681.659180
	Iteration 29Q: 3 clusters Score -1627037 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1627085.125000 Penalty: 4681.659180
	Iteration 30Q: 3 clusters Score -1627085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1627124.125000 Penalty: 4681.659180
	Iteration 31Q: 3 clusters Score -1627124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1627150.500000 Penalty: 4681.659180
	Iteration 32Q: 3 clusters Score -1627150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1627181.125000 Penalty: 4681.659180
	Iteration 33Q: 3 clusters Score -1627181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1627205.750000 Penalty: 4681.659180
	Iteration 34Q: 3 clusters Score -1627206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1627230.750000 Penalty: 4681.659180
	Iteration 35Q: 3 clusters Score -1627231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1627245.625000 Penalty: 4681.659180
	Iteration 36Q: 3 clusters Score -1627246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1627251.125000 Penalty: 4681.659180
	Iteration 37Q: 3 clusters Score -1627251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1627257.000000 Penalty: 4681.659180
	Iteration 38Q: 3 clusters Score -1627257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1627266.500000 Penalty: 4681.659180
	Iteration 39Q: 3 clusters Score -1627266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1627274.875000 Penalty: 4681.659180
	Iteration 40F: 3 clusters Score -1627275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1627286.375000 Penalty: 4681.659180
	Iteration 41Q: 3 clusters Score -1627286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1627290.125000 Penalty: 4681.659180
	Iteration 42Q: 3 clusters Score -1627290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1627292.875000 Penalty: 4681.659180
	Iteration 43Q: 3 clusters Score -1627293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1627295.250000 Penalty: 4681.659180
	Iteration 44Q: 3 clusters Score -1627295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1627301.750000 Penalty: 4681.659180
	Iteration 45Q: 3 clusters Score -1627302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1627308.625000 Penalty: 4681.659180
	Iteration 46Q: 3 clusters Score -1627309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1627308.500000 Penalty: 4681.659180
	Iteration 47Q: 3 clusters Score -1627308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1627308.875000 Penalty: 4681.659180
	Iteration 48Q: 3 clusters Score -1627309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1627310.125000 Penalty: 4681.659180
	Iteration 49Q: 3 clusters Score -1627310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1627312.750000 Penalty: 4681.659180
	Iteration 50Q: 3 clusters Score -1627313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1627314.125000 Penalty: 4681.659180
	Iteration 51Q: 3 clusters Score -1627314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1627319.750000 Penalty: 4681.659180
	Iteration 52Q: 3 clusters Score -1627320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1627320.875000 Penalty: 4681.659180
	Iteration 53Q: 3 clusters Score -1627321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1627325.625000 Penalty: 4681.659180
	Iteration 54Q: 3 clusters Score -1627326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1627326.000000 Penalty: 4681.659180
	Iteration 55Q: 3 clusters Score -1627326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1627328.625000 Penalty: 4681.659180
	Iteration 56Q: 3 clusters Score -1627329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1627331.500000 Penalty: 4681.659180
	Iteration 57Q: 3 clusters Score -1627332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1627332.500000 Penalty: 4681.659180
	Iteration 58Q: 3 clusters Score -1627332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1627332.500000 Penalty: 4681.659180
	Iteration 59Q: 3 clusters Score -1627332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1627333.750000 Penalty: 4681.659180
	Iteration 60F: 3 clusters Score -1627334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Entering Unmasked Estep 
Score: -15322630.000000 Penalty: 2894.800781
	Iteration 0F: 2 clusters Score -1.532263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -15244219.000000 Penalty: 5789.601562
	Iteration 0F: 3 clusters Score -1.524422e+07 nChanged 55651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -15276182.000000 Penalty: 5789.601562
	Iteration 1F: 3 clusters Score -1.527618e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -15277144.000000 Penalty: 5789.601562
	Iteration 2Q: 3 clusters Score -1.527714e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -15278173.000000 Penalty: 5789.601562
	Iteration 3Q: 3 clusters Score -1.527817e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -15279873.000000 Penalty: 5789.601562
	Iteration 4Q: 3 clusters Score -1.527987e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -15282377.000000 Penalty: 5789.601562
	Iteration 5Q: 3 clusters Score -1.528238e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -15286449.000000 Penalty: 5789.601562
	Iteration 6F: 3 clusters Score -1.528645e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -15291951.000000 Penalty: 5789.601562
	Iteration 7F: 3 clusters Score -1.529195e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -15298519.000000 Penalty: 5789.601562
	Iteration 8F: 3 clusters Score -1.529852e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -15304738.000000 Penalty: 5789.601562
	Iteration 9F: 3 clusters Score -1.530474e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -15310011.000000 Penalty: 5789.601562
	Iteration 10F: 3 clusters Score -1.531001e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -15314208.000000 Penalty: 5789.601562
	Iteration 11Q: 3 clusters Score -1.531421e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -15316957.000000 Penalty: 5789.601562
	Iteration 12Q: 3 clusters Score -1.531696e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -15318638.000000 Penalty: 5789.601562
	Iteration 13Q: 3 clusters Score -1.531864e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -15319403.000000 Penalty: 5789.601562
	Iteration 14Q: 3 clusters Score -1.53194e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -15319849.000000 Penalty: 5789.601562
	Iteration 15Q: 3 clusters Score -1.531985e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15320087.000000 Penalty: 5789.601562
	Iteration 16Q: 3 clusters Score -1.532009e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15320165.000000 Penalty: 5789.601562
	Iteration 17Q: 3 clusters Score -1.532016e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15320236.000000 Penalty: 5789.601562
	Iteration 18Q: 3 clusters Score -1.532024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15320263.000000 Penalty: 5789.601562
	Iteration 19Q: 3 clusters Score -1.532026e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116013 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15320294.000000 Penalty: 5789.601562
	Iteration 20F: 3 clusters Score -1.532029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116037 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15320314.000000 Penalty: 5789.601562
	Iteration 21Q: 3 clusters Score -1.532031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15320306.000000 Penalty: 5789.601562
	Iteration 22Q: 3 clusters Score -1.532031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116081 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15320308.000000 Penalty: 5789.601562
	Iteration 23Q: 3 clusters Score -1.532031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15320352.000000 Penalty: 5789.601562
	Iteration 24Q: 3 clusters Score -1.532035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116121 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15320350.000000 Penalty: 5789.601562
	Iteration 25Q: 3 clusters Score -1.532035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15320365.000000 Penalty: 5789.601562
	Iteration 26Q: 3 clusters Score -1.532036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15320355.000000 Penalty: 5789.601562
	Iteration 27Q: 3 clusters Score -1.532036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15320373.000000 Penalty: 5789.601562
	Iteration 28Q: 3 clusters Score -1.532037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -15320378.000000 Penalty: 5789.601562
	Iteration 29Q: 3 clusters Score -1.532038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15320384.000000 Penalty: 5789.601562
	Iteration 30Q: 3 clusters Score -1.532038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15320391.000000 Penalty: 5789.601562
	Iteration 31Q: 3 clusters Score -1.532039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15320379.000000 Penalty: 5789.601562
	Iteration 32Q: 3 clusters Score -1.532038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116211 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15320382.000000 Penalty: 5789.601562
	Iteration 33Q: 3 clusters Score -1.532038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15320382.000000 Penalty: 5789.601562
	Iteration 34Q: 3 clusters Score -1.532038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15320382.000000 Penalty: 5789.601562
	Iteration 35F: 3 clusters Score -1.532038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1241381.750000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1241382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1233949.000000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1233949 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1236103.250000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1236103 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1236458.750000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1236459 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1236729.000000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1236729 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1236999.500000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -1237000 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1237331.000000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -1237331 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1237728.000000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -1237728 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1238123.375000 Penalty: 4548.236328
	Iteration 7F: 3 clusters Score -1238123 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1238459.000000 Penalty: 4548.236328
	Iteration 8F: 3 clusters Score -1238459 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1238693.250000 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -1238693 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1238845.500000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1238846 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1238978.500000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1238978 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1239076.250000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1239076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1239160.000000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1239160 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1239225.250000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1239225 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1239300.625000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1239301 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1239388.875000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1239389 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1239493.250000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1239493 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1239595.250000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1239595 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1239693.875000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1239694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1239786.000000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1239786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1239865.625000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1239866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1239933.500000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1239934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1240010.000000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1240010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1240072.625000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1240073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1240121.625000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1240122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1240159.875000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1240160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1240191.125000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1240191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1240213.375000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1240213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1240236.125000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1240236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1240262.250000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1240262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1240283.375000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -1240283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1240305.125000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -1240305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1240326.250000 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -1240326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1240341.375000 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -1240341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1240363.000000 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -1240363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1240375.625000 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -1240376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1240388.625000 Penalty: 4548.236328
	Iteration 37Q: 3 clusters Score -1240389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1240395.375000 Penalty: 4548.236328
	Iteration 38Q: 3 clusters Score -1240395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1240405.250000 Penalty: 4548.236328
	Iteration 39Q: 3 clusters Score -1240405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1240411.000000 Penalty: 4548.236328
	Iteration 40F: 3 clusters Score -1240411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1240414.750000 Penalty: 4548.236328
	Iteration 41Q: 3 clusters Score -1240415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1240421.500000 Penalty: 4548.236328
	Iteration 42Q: 3 clusters Score -1240422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1240432.125000 Penalty: 4548.236328
	Iteration 43Q: 3 clusters Score -1240432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1240440.875000 Penalty: 4548.236328
	Iteration 44Q: 3 clusters Score -1240441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1240450.250000 Penalty: 4548.236328
	Iteration 45Q: 3 clusters Score -1240450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1240457.500000 Penalty: 4548.236328
	Iteration 46Q: 3 clusters Score -1240458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1240461.375000 Penalty: 4548.236328
	Iteration 47Q: 3 clusters Score -1240461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1240468.000000 Penalty: 4548.236328
	Iteration 48Q: 3 clusters Score -1240468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1240474.500000 Penalty: 4548.236328
	Iteration 49Q: 3 clusters Score -1240474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1240479.625000 Penalty: 4548.236328
	Iteration 50Q: 3 clusters Score -1240480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1240482.500000 Penalty: 4548.236328
	Iteration 51Q: 3 clusters Score -1240482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1240487.500000 Penalty: 4548.236328
	Iteration 52Q: 3 clusters Score -1240488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1240489.125000 Penalty: 4548.236328
	Iteration 53Q: 3 clusters Score -1240489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1240495.500000 Penalty: 4548.236328
	Iteration 54Q: 3 clusters Score -1240496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1240504.250000 Penalty: 4548.236328
	Iteration 55Q: 3 clusters Score -1240504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1240507.250000 Penalty: 4548.236328
	Iteration 56Q: 3 clusters Score -1240507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1240510.125000 Penalty: 4548.236328
	Iteration 57Q: 3 clusters Score -1240510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1240510.375000 Penalty: 4548.236328
	Iteration 58Q: 3 clusters Score -1240510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1240511.875000 Penalty: 4548.236328
	Iteration 59Q: 3 clusters Score -1240512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1240513.625000 Penalty: 4548.236328
	Iteration 60F: 3 clusters Score -1240514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1240521.250000 Penalty: 4548.236328
	Iteration 61Q: 3 clusters Score -1240521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1240519.875000 Penalty: 4548.236328
	Iteration 62Q: 3 clusters Score -1240520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1240523.000000 Penalty: 4548.236328
	Iteration 63Q: 3 clusters Score -1240523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1240527.750000 Penalty: 4548.236328
	Iteration 64Q: 3 clusters Score -1240528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1240539.125000 Penalty: 4548.236328
	Iteration 65Q: 3 clusters Score -1240539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1240549.875000 Penalty: 4548.236328
	Iteration 66Q: 3 clusters Score -1240550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1240572.125000 Penalty: 4548.236328
	Iteration 67Q: 3 clusters Score -1240572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1240600.500000 Penalty: 4548.236328
	Iteration 68Q: 3 clusters Score -1240600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1240641.125000 Penalty: 4548.236328
	Iteration 69Q: 3 clusters Score -1240641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1240687.125000 Penalty: 4548.236328
	Iteration 70Q: 3 clusters Score -1240687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1240719.625000 Penalty: 4548.236328
	Iteration 71Q: 3 clusters Score -1240720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1240736.125000 Penalty: 4548.236328
	Iteration 72Q: 3 clusters Score -1240736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1240745.875000 Penalty: 4548.236328
	Iteration 73Q: 3 clusters Score -1240746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1240754.375000 Penalty: 4548.236328
	Iteration 74Q: 3 clusters Score -1240754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1240756.000000 Penalty: 4548.236328
	Iteration 75Q: 3 clusters Score -1240756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1240758.625000 Penalty: 4548.236328
	Iteration 76Q: 3 clusters Score -1240759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1240764.125000 Penalty: 4548.236328
	Iteration 77Q: 3 clusters Score -1240764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1240764.375000 Penalty: 4548.236328
	Iteration 78Q: 3 clusters Score -1240764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1240766.375000 Penalty: 4548.236328
	Iteration 79Q: 3 clusters Score -1240766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1240766.375000 Penalty: 4548.236328
	Iteration 80F: 3 clusters Score -1240766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Entering Unmasked Estep 
Score: -5290064.500000 Penalty: 2650.342285
	Iteration 0F: 2 clusters Score -5290064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5260524.000000 Penalty: 5300.684570
	Iteration 0F: 3 clusters Score -5260524 nChanged 20174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5272337.500000 Penalty: 5300.684570
	Iteration 1F: 3 clusters Score -5272338 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5273473.000000 Penalty: 5300.684570
	Iteration 2F: 3 clusters Score -5273473 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5274780.500000 Penalty: 5300.684570
	Iteration 3F: 3 clusters Score -5274780 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -5276196.500000 Penalty: 5300.684570
	Iteration 4F: 3 clusters Score -5276196 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5277693.000000 Penalty: 5300.684570
	Iteration 5F: 3 clusters Score -5277693 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5279107.500000 Penalty: 5300.684570
	Iteration 6F: 3 clusters Score -5279108 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -5280405.000000 Penalty: 5300.684570
	Iteration 7F: 3 clusters Score -5280405 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5281537.000000 Penalty: 5300.684570
	Iteration 8Q: 3 clusters Score -5281537 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5282504.500000 Penalty: 5300.684570
	Iteration 9Q: 3 clusters Score -5282504 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5283384.500000 Penalty: 5300.684570
	Iteration 10Q: 3 clusters Score -5283384 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5284208.000000 Penalty: 5300.684570
	Iteration 11Q: 3 clusters Score -5284208 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -5285027.000000 Penalty: 5300.684570
	Iteration 12Q: 3 clusters Score -5285027 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -5285778.000000 Penalty: 5300.684570
	Iteration 13Q: 3 clusters Score -5285778 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -5286443.000000 Penalty: 5300.684570
	Iteration 14Q: 3 clusters Score -5286443 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -5286973.000000 Penalty: 5300.684570
	Iteration 15Q: 3 clusters Score -5286973 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5287414.000000 Penalty: 5300.684570
	Iteration 16Q: 3 clusters Score -5287414 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5287753.000000 Penalty: 5300.684570
	Iteration 17Q: 3 clusters Score -5287753 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5288042.000000 Penalty: 5300.684570
	Iteration 18Q: 3 clusters Score -5288042 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -5288291.000000 Penalty: 5300.684570
	Iteration 19Q: 3 clusters Score -5288291 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5288520.000000 Penalty: 5300.684570
	Iteration 20F: 3 clusters Score -5288520 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5288749.500000 Penalty: 5300.684570
	Iteration 21Q: 3 clusters Score -5288750 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5288899.000000 Penalty: 5300.684570
	Iteration 22Q: 3 clusters Score -5288899 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5289001.500000 Penalty: 5300.684570
	Iteration 23Q: 3 clusters Score -5289002 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5289065.000000 Penalty: 5300.684570
	Iteration 24Q: 3 clusters Score -5289065 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5289104.500000 Penalty: 5300.684570
	Iteration 25Q: 3 clusters Score -5289104 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5289187.500000 Penalty: 5300.684570
	Iteration 26Q: 3 clusters Score -5289188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5289237.000000 Penalty: 5300.684570
	Iteration 27Q: 3 clusters Score -5289237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5289264.500000 Penalty: 5300.684570
	Iteration 28Q: 3 clusters Score -5289264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5289291.000000 Penalty: 5300.684570
	Iteration 29Q: 3 clusters Score -5289291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5289303.500000 Penalty: 5300.684570
	Iteration 30Q: 3 clusters Score -5289304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5289329.000000 Penalty: 5300.684570
	Iteration 31Q: 3 clusters Score -5289329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5289342.500000 Penalty: 5300.684570
	Iteration 32Q: 3 clusters Score -5289342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5289349.000000 Penalty: 5300.684570
	Iteration 33Q: 3 clusters Score -5289349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5289363.500000 Penalty: 5300.684570
	Iteration 34Q: 3 clusters Score -5289364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5289365.500000 Penalty: 5300.684570
	Iteration 35Q: 3 clusters Score -5289366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5289385.000000 Penalty: 5300.684570
	Iteration 36Q: 3 clusters Score -5289385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5289377.000000 Penalty: 5300.684570
	Iteration 37Q: 3 clusters Score -5289377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5289405.500000 Penalty: 5300.684570
	Iteration 38Q: 3 clusters Score -5289406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5289416.500000 Penalty: 5300.684570
	Iteration 39Q: 3 clusters Score -5289416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5289430.500000 Penalty: 5300.684570
	Iteration 40F: 3 clusters Score -5289430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5289469.000000 Penalty: 5300.684570
	Iteration 41Q: 3 clusters Score -5289469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5289501.000000 Penalty: 5300.684570
	Iteration 42Q: 3 clusters Score -5289501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5289550.000000 Penalty: 5300.684570
	Iteration 43Q: 3 clusters Score -5289550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5289577.000000 Penalty: 5300.684570
	Iteration 44Q: 3 clusters Score -5289577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5289626.500000 Penalty: 5300.684570
	Iteration 45Q: 3 clusters Score -5289626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5289649.500000 Penalty: 5300.684570
	Iteration 46Q: 3 clusters Score -5289650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5289679.000000 Penalty: 5300.684570
	Iteration 47Q: 3 clusters Score -5289679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5289708.500000 Penalty: 5300.684570
	Iteration 48Q: 3 clusters Score -5289708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5289717.500000 Penalty: 5300.684570
	Iteration 49Q: 3 clusters Score -5289718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5289734.500000 Penalty: 5300.684570
	Iteration 50Q: 3 clusters Score -5289734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5289733.000000 Penalty: 5300.684570
	Iteration 51Q: 3 clusters Score -5289733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5289732.000000 Penalty: 5300.684570
	Iteration 52Q: 3 clusters Score -5289732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5289729.000000 Penalty: 5300.684570
	Iteration 53Q: 3 clusters Score -5289729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5289726.500000 Penalty: 5300.684570
	Iteration 54Q: 3 clusters Score -5289726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5289725.000000 Penalty: 5300.684570
	Iteration 55Q: 3 clusters Score -5289725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5289725.000000 Penalty: 5300.684570
	Iteration 56F: 3 clusters Score -5289725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -1080949.500000 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -1080950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1074400.875000 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -1074401 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1076236.375000 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -1076236 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1076511.625000 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -1076512 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1076721.625000 Penalty: 4470.803711
	Iteration 3Q: 3 clusters Score -1076722 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1076904.875000 Penalty: 4470.803711
	Iteration 4Q: 3 clusters Score -1076905 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1077036.500000 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -1077036 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1077165.000000 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -1077165 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1077297.250000 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -1077297 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1077415.500000 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -1077416 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1077513.250000 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -1077513 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1077614.000000 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -1077614 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1077694.500000 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -1077694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1077771.125000 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -1077771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1077840.125000 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -1077840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1077912.875000 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -1077913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1077963.000000 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -1077963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1078011.375000 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -1078011 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1078057.875000 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -1078058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1078107.375000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -1078107 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1078166.250000 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -1078166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1078229.125000 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -1078229 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1078303.000000 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -1078303 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1078355.000000 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -1078355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1078395.375000 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -1078395 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1078431.375000 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -1078431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1078462.250000 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -1078462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1078492.375000 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -1078492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1078525.875000 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -1078526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1078551.750000 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -1078552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1078578.875000 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -1078579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1078592.375000 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -1078592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1078606.500000 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -1078606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1078616.375000 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -1078616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1078629.250000 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -1078629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1078635.625000 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -1078636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1078650.875000 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -1078651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1078655.125000 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -1078655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1078666.125000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -1078666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1078680.000000 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -1078680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1078693.375000 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -1078693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1078704.875000 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -1078705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1078711.375000 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -1078711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1078717.375000 Penalty: 4470.803711
	Iteration 42Q: 3 clusters Score -1078717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1078729.125000 Penalty: 4470.803711
	Iteration 43Q: 3 clusters Score -1078729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1078733.000000 Penalty: 4470.803711
	Iteration 44Q: 3 clusters Score -1078733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1078741.250000 Penalty: 4470.803711
	Iteration 45Q: 3 clusters Score -1078741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1078745.500000 Penalty: 4470.803711
	Iteration 46Q: 3 clusters Score -1078746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1078748.250000 Penalty: 4470.803711
	Iteration 47Q: 3 clusters Score -1078748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1078752.750000 Penalty: 4470.803711
	Iteration 48Q: 3 clusters Score -1078753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1078761.125000 Penalty: 4470.803711
	Iteration 49Q: 3 clusters Score -1078761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1078763.500000 Penalty: 4470.803711
	Iteration 50Q: 3 clusters Score -1078764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1078768.000000 Penalty: 4470.803711
	Iteration 51Q: 3 clusters Score -1078768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1078771.250000 Penalty: 4470.803711
	Iteration 52Q: 3 clusters Score -1078771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1078775.125000 Penalty: 4470.803711
	Iteration 53Q: 3 clusters Score -1078775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1078780.875000 Penalty: 4470.803711
	Iteration 54Q: 3 clusters Score -1078781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1078782.750000 Penalty: 4470.803711
	Iteration 55Q: 3 clusters Score -1078783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1078790.500000 Penalty: 4470.803711
	Iteration 56Q: 3 clusters Score -1078790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1078794.250000 Penalty: 4470.803711
	Iteration 57Q: 3 clusters Score -1078794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1078798.000000 Penalty: 4470.803711
	Iteration 58Q: 3 clusters Score -1078798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1078805.000000 Penalty: 4470.803711
	Iteration 59Q: 3 clusters Score -1078805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1078809.000000 Penalty: 4470.803711
	Iteration 60F: 3 clusters Score -1078809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1078814.750000 Penalty: 4470.803711
	Iteration 61Q: 3 clusters Score -1078815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1078820.250000 Penalty: 4470.803711
	Iteration 62Q: 3 clusters Score -1078820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1078830.250000 Penalty: 4470.803711
	Iteration 63Q: 3 clusters Score -1078830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1078834.500000 Penalty: 4470.803711
	Iteration 64Q: 3 clusters Score -1078834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1078840.250000 Penalty: 4470.803711
	Iteration 65Q: 3 clusters Score -1078840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1078844.375000 Penalty: 4470.803711
	Iteration 66Q: 3 clusters Score -1078844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1078850.500000 Penalty: 4470.803711
	Iteration 67Q: 3 clusters Score -1078850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1078856.750000 Penalty: 4470.803711
	Iteration 68Q: 3 clusters Score -1078857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1078863.625000 Penalty: 4470.803711
	Iteration 69Q: 3 clusters Score -1078864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1078869.125000 Penalty: 4470.803711
	Iteration 70Q: 3 clusters Score -1078869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1078872.875000 Penalty: 4470.803711
	Iteration 71Q: 3 clusters Score -1078873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1078875.750000 Penalty: 4470.803711
	Iteration 72Q: 3 clusters Score -1078876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1078880.375000 Penalty: 4470.803711
	Iteration 73Q: 3 clusters Score -1078880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1078884.750000 Penalty: 4470.803711
	Iteration 74Q: 3 clusters Score -1078885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1078887.625000 Penalty: 4470.803711
	Iteration 75Q: 3 clusters Score -1078888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1078896.125000 Penalty: 4470.803711
	Iteration 76Q: 3 clusters Score -1078896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1078899.500000 Penalty: 4470.803711
	Iteration 77Q: 3 clusters Score -1078900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1078903.875000 Penalty: 4470.803711
	Iteration 78Q: 3 clusters Score -1078904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1078909.375000 Penalty: 4470.803711
	Iteration 79Q: 3 clusters Score -1078909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1078913.625000 Penalty: 4470.803711
	Iteration 80F: 3 clusters Score -1078914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1078922.250000 Penalty: 4470.803711
	Iteration 81Q: 3 clusters Score -1078922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1078922.250000 Penalty: 4470.803711
	Iteration 82Q: 3 clusters Score -1078922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1078922.875000 Penalty: 4470.803711
	Iteration 83Q: 3 clusters Score -1078923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1078925.875000 Penalty: 4470.803711
	Iteration 84Q: 3 clusters Score -1078926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1078933.875000 Penalty: 4470.803711
	Iteration 85Q: 3 clusters Score -1078934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1078938.625000 Penalty: 4470.803711
	Iteration 86Q: 3 clusters Score -1078939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1078942.125000 Penalty: 4470.803711
	Iteration 87Q: 3 clusters Score -1078942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1078946.500000 Penalty: 4470.803711
	Iteration 88Q: 3 clusters Score -1078946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1078953.750000 Penalty: 4470.803711
	Iteration 89Q: 3 clusters Score -1078954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1078961.375000 Penalty: 4470.803711
	Iteration 90Q: 3 clusters Score -1078961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1078963.000000 Penalty: 4470.803711
	Iteration 91Q: 3 clusters Score -1078963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1078964.375000 Penalty: 4470.803711
	Iteration 92Q: 3 clusters Score -1078964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1078966.500000 Penalty: 4470.803711
	Iteration 93Q: 3 clusters Score -1078966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1078968.750000 Penalty: 4470.803711
	Iteration 94Q: 3 clusters Score -1078969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1078970.500000 Penalty: 4470.803711
	Iteration 95Q: 3 clusters Score -1078970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1078973.625000 Penalty: 4470.803711
	Iteration 96Q: 3 clusters Score -1078974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1078973.750000 Penalty: 4470.803711
	Iteration 97Q: 3 clusters Score -1078974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1078973.625000 Penalty: 4470.803711
	Iteration 98Q: 3 clusters Score -1078974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1078976.125000 Penalty: 4470.803711
	Iteration 99Q: 3 clusters Score -1078976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1078976.125000 Penalty: 4470.803711
	Iteration 100F: 3 clusters Score -1078976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -644212.812500 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -644212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -639671.937500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -639671.9 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -640810.312500 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -640810.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -641101.750000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -641101.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -641340.062500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -641340.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -641563.250000 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -641563.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -641791.375000 Penalty: 4226.310059
	Iteration 5F: 3 clusters Score -641791.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -642012.875000 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -642012.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -642187.312500 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -642187.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -642298.750000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -642298.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -642380.000000 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -642380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -642432.125000 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -642432.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -642461.562500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -642461.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -642484.062500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -642484.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -642495.500000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -642495.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -642503.750000 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -642503.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -642509.000000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -642509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -642515.187500 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -642515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -642516.000000 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -642516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -642520.375000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -642520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -642522.812500 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -642522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -642530.312500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -642530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -642533.937500 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -642533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -642534.500000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -642534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -642537.250000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -642537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -642540.875000 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -642540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -642540.875000 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -642540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -642541.937500 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -642541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -642544.125000 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -642544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -642546.687500 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -642546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -642544.875000 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -642544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -642547.375000 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -642547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -642547.937500 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -642547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -642547.875000 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -642547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -642547.812500 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -642547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -642549.562500 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -642549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -642549.875000 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -642549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -642549.687500 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -642549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -642549.937500 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -642549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -642549.937500 Penalty: 4226.310059
	Iteration 38F: 3 clusters Score -642549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -832922.937500 Penalty: 2187.313477
	Iteration 0F: 2 clusters Score -832922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -827239.687500 Penalty: 4374.626953
	Iteration 0F: 3 clusters Score -827239.7 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -828868.062500 Penalty: 4374.626953
	Iteration 1F: 3 clusters Score -828868.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -829210.750000 Penalty: 4374.626953
	Iteration 2F: 3 clusters Score -829210.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -829488.062500 Penalty: 4374.626953
	Iteration 3F: 3 clusters Score -829488.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -829750.875000 Penalty: 4374.626953
	Iteration 4F: 3 clusters Score -829750.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -830017.500000 Penalty: 4374.626953
	Iteration 5Q: 3 clusters Score -830017.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -830247.562500 Penalty: 4374.626953
	Iteration 6Q: 3 clusters Score -830247.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -830402.500000 Penalty: 4374.626953
	Iteration 7Q: 3 clusters Score -830402.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -830520.250000 Penalty: 4374.626953
	Iteration 8Q: 3 clusters Score -830520.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -830615.750000 Penalty: 4374.626953
	Iteration 9Q: 3 clusters Score -830615.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -830690.187500 Penalty: 4374.626953
	Iteration 10Q: 3 clusters Score -830690.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -830729.875000 Penalty: 4374.626953
	Iteration 11Q: 3 clusters Score -830729.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -830755.437500 Penalty: 4374.626953
	Iteration 12Q: 3 clusters Score -830755.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -830775.187500 Penalty: 4374.626953
	Iteration 13Q: 3 clusters Score -830775.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -830789.750000 Penalty: 4374.626953
	Iteration 14Q: 3 clusters Score -830789.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -830810.250000 Penalty: 4374.626953
	Iteration 15Q: 3 clusters Score -830810.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -830822.875000 Penalty: 4374.626953
	Iteration 16Q: 3 clusters Score -830822.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -830837.687500 Penalty: 4374.626953
	Iteration 17Q: 3 clusters Score -830837.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -830849.250000 Penalty: 4374.626953
	Iteration 18Q: 3 clusters Score -830849.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -830859.937500 Penalty: 4374.626953
	Iteration 19Q: 3 clusters Score -830859.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -830872.687500 Penalty: 4374.626953
	Iteration 20F: 3 clusters Score -830872.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -830889.312500 Penalty: 4374.626953
	Iteration 21Q: 3 clusters Score -830889.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -830900.750000 Penalty: 4374.626953
	Iteration 22Q: 3 clusters Score -830900.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -830907.375000 Penalty: 4374.626953
	Iteration 23Q: 3 clusters Score -830907.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -830920.437500 Penalty: 4374.626953
	Iteration 24Q: 3 clusters Score -830920.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -830932.687500 Penalty: 4374.626953
	Iteration 25Q: 3 clusters Score -830932.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -830947.437500 Penalty: 4374.626953
	Iteration 26Q: 3 clusters Score -830947.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -830961.750000 Penalty: 4374.626953
	Iteration 27Q: 3 clusters Score -830961.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -830986.625000 Penalty: 4374.626953
	Iteration 28Q: 3 clusters Score -830986.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -831012.562500 Penalty: 4374.626953
	Iteration 29Q: 3 clusters Score -831012.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -831030.312500 Penalty: 4374.626953
	Iteration 30Q: 3 clusters Score -831030.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -831051.000000 Penalty: 4374.626953
	Iteration 31Q: 3 clusters Score -831051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -831076.750000 Penalty: 4374.626953
	Iteration 32Q: 3 clusters Score -831076.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -831106.750000 Penalty: 4374.626953
	Iteration 33Q: 3 clusters Score -831106.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -831136.625000 Penalty: 4374.626953
	Iteration 34Q: 3 clusters Score -831136.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -831172.187500 Penalty: 4374.626953
	Iteration 35Q: 3 clusters Score -831172.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -831206.375000 Penalty: 4374.626953
	Iteration 36Q: 3 clusters Score -831206.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -831241.875000 Penalty: 4374.626953
	Iteration 37Q: 3 clusters Score -831241.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -831271.937500 Penalty: 4374.626953
	Iteration 38Q: 3 clusters Score -831271.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -831297.562500 Penalty: 4374.626953
	Iteration 39Q: 3 clusters Score -831297.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -831318.625000 Penalty: 4374.626953
	Iteration 40F: 3 clusters Score -831318.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -831337.187500 Penalty: 4374.626953
	Iteration 41Q: 3 clusters Score -831337.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -831351.062500 Penalty: 4374.626953
	Iteration 42Q: 3 clusters Score -831351.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -831358.812500 Penalty: 4374.626953
	Iteration 43Q: 3 clusters Score -831358.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -831369.000000 Penalty: 4374.626953
	Iteration 44Q: 3 clusters Score -831369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -831374.562500 Penalty: 4374.626953
	Iteration 45Q: 3 clusters Score -831374.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -831380.125000 Penalty: 4374.626953
	Iteration 46Q: 3 clusters Score -831380.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -831379.312500 Penalty: 4374.626953
	Iteration 47Q: 3 clusters Score -831379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -831381.500000 Penalty: 4374.626953
	Iteration 48Q: 3 clusters Score -831381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -831383.812500 Penalty: 4374.626953
	Iteration 49Q: 3 clusters Score -831383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -831385.062500 Penalty: 4374.626953
	Iteration 50Q: 3 clusters Score -831385.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -831387.500000 Penalty: 4374.626953
	Iteration 51Q: 3 clusters Score -831387.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -831391.812500 Penalty: 4374.626953
	Iteration 52Q: 3 clusters Score -831391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -831393.312500 Penalty: 4374.626953
	Iteration 53Q: 3 clusters Score -831393.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -831393.437500 Penalty: 4374.626953
	Iteration 54Q: 3 clusters Score -831393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -831395.062500 Penalty: 4374.626953
	Iteration 55Q: 3 clusters Score -831395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -831397.437500 Penalty: 4374.626953
	Iteration 56Q: 3 clusters Score -831397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -831404.625000 Penalty: 4374.626953
	Iteration 57Q: 3 clusters Score -831404.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -831406.375000 Penalty: 4374.626953
	Iteration 58Q: 3 clusters Score -831406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -831409.375000 Penalty: 4374.626953
	Iteration 59Q: 3 clusters Score -831409.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -831413.375000 Penalty: 4374.626953
	Iteration 60F: 3 clusters Score -831413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -831415.687500 Penalty: 4374.626953
	Iteration 61Q: 3 clusters Score -831415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -831419.062500 Penalty: 4374.626953
	Iteration 62Q: 3 clusters Score -831419.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -831419.187500 Penalty: 4374.626953
	Iteration 63Q: 3 clusters Score -831419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -831420.187500 Penalty: 4374.626953
	Iteration 64Q: 3 clusters Score -831420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -831423.500000 Penalty: 4374.626953
	Iteration 65Q: 3 clusters Score -831423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -831424.187500 Penalty: 4374.626953
	Iteration 66Q: 3 clusters Score -831424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -831423.625000 Penalty: 4374.626953
	Iteration 67Q: 3 clusters Score -831423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -831424.562500 Penalty: 4374.626953
	Iteration 68Q: 3 clusters Score -831424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -831423.687500 Penalty: 4374.626953
	Iteration 69Q: 3 clusters Score -831423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -831423.250000 Penalty: 4374.626953
	Iteration 70Q: 3 clusters Score -831423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -831425.250000 Penalty: 4374.626953
	Iteration 71Q: 3 clusters Score -831425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -831425.250000 Penalty: 4374.626953
	Iteration 72F: 3 clusters Score -831425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162253 members 
Entering Unmasked Estep 
Score: -21255552.000000 Penalty: 2975.234131
	Iteration 0F: 2 clusters Score -2.125555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -21147010.000000 Penalty: 5950.468262
	Iteration 0F: 3 clusters Score -2.114701e+07 nChanged 77408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -21191450.000000 Penalty: 5950.468262
	Iteration 1F: 3 clusters Score -2.119145e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -21192470.000000 Penalty: 5950.468262
	Iteration 2Q: 3 clusters Score -2.119247e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -21193450.000000 Penalty: 5950.468262
	Iteration 3Q: 3 clusters Score -2.119345e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -21194676.000000 Penalty: 5950.468262
	Iteration 4Q: 3 clusters Score -2.119468e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -21196014.000000 Penalty: 5950.468262
	Iteration 5Q: 3 clusters Score -2.119601e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -21197920.000000 Penalty: 5950.468262
	Iteration 6Q: 3 clusters Score -2.119792e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -21200450.000000 Penalty: 5950.468262
	Iteration 7Q: 3 clusters Score -2.120045e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -21204194.000000 Penalty: 5950.468262
	Iteration 8Q: 3 clusters Score -2.120419e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -21209366.000000 Penalty: 5950.468262
	Iteration 9F: 3 clusters Score -2.120937e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -21216546.000000 Penalty: 5950.468262
	Iteration 10F: 3 clusters Score -2.121655e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -21224228.000000 Penalty: 5950.468262
	Iteration 11F: 3 clusters Score -2.122423e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -21231562.000000 Penalty: 5950.468262
	Iteration 12F: 3 clusters Score -2.123156e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -21236748.000000 Penalty: 5950.468262
	Iteration 13Q: 3 clusters Score -2.123675e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -21240742.000000 Penalty: 5950.468262
	Iteration 14Q: 3 clusters Score -2.124074e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -21243700.000000 Penalty: 5950.468262
	Iteration 15Q: 3 clusters Score -2.12437e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -21246022.000000 Penalty: 5950.468262
	Iteration 16Q: 3 clusters Score -2.124602e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 152224 members 
Entering Unmasked Estep 
Score: -21247830.000000 Penalty: 5950.468262
	Iteration 17Q: 3 clusters Score -2.124783e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -21249396.000000 Penalty: 5950.468262
	Iteration 18Q: 3 clusters Score -2.12494e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -21250394.000000 Penalty: 5950.468262
	Iteration 19Q: 3 clusters Score -2.125039e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -21251272.000000 Penalty: 5950.468262
	Iteration 20F: 3 clusters Score -2.125127e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 158862 members 
Entering Unmasked Estep 
Score: -21251834.000000 Penalty: 5950.468262
	Iteration 21Q: 3 clusters Score -2.125183e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -21252246.000000 Penalty: 5950.468262
	Iteration 22Q: 3 clusters Score -2.125225e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 160044 members 
Entering Unmasked Estep 
Score: -21252560.000000 Penalty: 5950.468262
	Iteration 23Q: 3 clusters Score -2.125256e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -21252774.000000 Penalty: 5950.468262
	Iteration 24Q: 3 clusters Score -2.125277e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -21252842.000000 Penalty: 5950.468262
	Iteration 25Q: 3 clusters Score -2.125284e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -21252932.000000 Penalty: 5950.468262
	Iteration 26Q: 3 clusters Score -2.125293e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -21252994.000000 Penalty: 5950.468262
	Iteration 27Q: 3 clusters Score -2.125299e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -21253028.000000 Penalty: 5950.468262
	Iteration 28Q: 3 clusters Score -2.125303e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 161023 members 
Entering Unmasked Estep 
Score: -21253074.000000 Penalty: 5950.468262
	Iteration 29Q: 3 clusters Score -2.125307e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -21253126.000000 Penalty: 5950.468262
	Iteration 30Q: 3 clusters Score -2.125313e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -21253122.000000 Penalty: 5950.468262
	Iteration 31Q: 3 clusters Score -2.125312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 161140 members 
Entering Unmasked Estep 
Score: -21253086.000000 Penalty: 5950.468262
	Iteration 32Q: 3 clusters Score -2.125309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -21253116.000000 Penalty: 5950.468262
	Iteration 33Q: 3 clusters Score -2.125312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -21253118.000000 Penalty: 5950.468262
	Iteration 34Q: 3 clusters Score -2.125312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -21253114.000000 Penalty: 5950.468262
	Iteration 35Q: 3 clusters Score -2.125311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -21253108.000000 Penalty: 5950.468262
	Iteration 36Q: 3 clusters Score -2.125311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 161217 members 
Entering Unmasked Estep 
Score: -21253114.000000 Penalty: 5950.468262
	Iteration 37Q: 3 clusters Score -2.125311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -21253126.000000 Penalty: 5950.468262
	Iteration 38Q: 3 clusters Score -2.125313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -21253116.000000 Penalty: 5950.468262
	Iteration 39Q: 3 clusters Score -2.125312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -21253116.000000 Penalty: 5950.468262
	Iteration 40F: 3 clusters Score -2.125312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -21253122.000000 Penalty: 5950.468262
	Iteration 41Q: 3 clusters Score -2.125312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -21253126.000000 Penalty: 5950.468262
	Iteration 42Q: 3 clusters Score -2.125313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -21253122.000000 Penalty: 5950.468262
	Iteration 43Q: 3 clusters Score -2.125312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -21253138.000000 Penalty: 5950.468262
	Iteration 44Q: 3 clusters Score -2.125314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 161238 members 
Entering Unmasked Estep 
Score: -21253138.000000 Penalty: 5950.468262
	Iteration 45Q: 3 clusters Score -2.125314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -21253140.000000 Penalty: 5950.468262
	Iteration 46Q: 3 clusters Score -2.125314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -21253146.000000 Penalty: 5950.468262
	Iteration 47Q: 3 clusters Score -2.125315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 161244 members 
Entering Unmasked Estep 
Score: -21253136.000000 Penalty: 5950.468262
	Iteration 48Q: 3 clusters Score -2.125314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -21253130.000000 Penalty: 5950.468262
	Iteration 49Q: 3 clusters Score -2.125313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -21253136.000000 Penalty: 5950.468262
	Iteration 50Q: 3 clusters Score -2.125314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5950.468262
	Iteration 51Q: 3 clusters Score -2.125314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -21253136.000000 Penalty: 5950.468262
	Iteration 52Q: 3 clusters Score -2.125314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -21253128.000000 Penalty: 5950.468262
	Iteration 53Q: 3 clusters Score -2.125313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5950.468262
	Iteration 54Q: 3 clusters Score -2.125314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5950.468262
	Iteration 55Q: 3 clusters Score -2.125314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5950.468262
	Iteration 56Q: 3 clusters Score -2.125314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 161262 members 
Entering Unmasked Estep 
Score: -21253138.000000 Penalty: 5950.468262
	Iteration 57Q: 3 clusters Score -2.125314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -21253136.000000 Penalty: 5950.468262
	Iteration 58Q: 3 clusters Score -2.125314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -21253132.000000 Penalty: 5950.468262
	Iteration 59Q: 3 clusters Score -2.125313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -21253132.000000 Penalty: 5950.468262
	Iteration 60F: 3 clusters Score -2.125313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1528054.250000 Penalty: 2346.024170
	Iteration 0F: 2 clusters Score -1528054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1518603.500000 Penalty: 4692.048340
	Iteration 0F: 3 clusters Score -1518604 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1521644.250000 Penalty: 4692.048340
	Iteration 1F: 3 clusters Score -1521644 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1522149.500000 Penalty: 4692.048340
	Iteration 2F: 3 clusters Score -1522150 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1522590.500000 Penalty: 4692.048340
	Iteration 3F: 3 clusters Score -1522590 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1523020.375000 Penalty: 4692.048340
	Iteration 4F: 3 clusters Score -1523020 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1523478.125000 Penalty: 4692.048340
	Iteration 5F: 3 clusters Score -1523478 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1523894.500000 Penalty: 4692.048340
	Iteration 6F: 3 clusters Score -1523894 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1524259.125000 Penalty: 4692.048340
	Iteration 7Q: 3 clusters Score -1524259 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1524603.125000 Penalty: 4692.048340
	Iteration 8Q: 3 clusters Score -1524603 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1524870.000000 Penalty: 4692.048340
	Iteration 9Q: 3 clusters Score -1524870 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1525079.875000 Penalty: 4692.048340
	Iteration 10Q: 3 clusters Score -1525080 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1525228.125000 Penalty: 4692.048340
	Iteration 11Q: 3 clusters Score -1525228 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1525326.500000 Penalty: 4692.048340
	Iteration 12Q: 3 clusters Score -1525326 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1525400.125000 Penalty: 4692.048340
	Iteration 13Q: 3 clusters Score -1525400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1525443.375000 Penalty: 4692.048340
	Iteration 14Q: 3 clusters Score -1525443 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1525482.750000 Penalty: 4692.048340
	Iteration 15Q: 3 clusters Score -1525483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1525502.125000 Penalty: 4692.048340
	Iteration 16Q: 3 clusters Score -1525502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1525535.000000 Penalty: 4692.048340
	Iteration 17Q: 3 clusters Score -1525535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1525554.250000 Penalty: 4692.048340
	Iteration 18Q: 3 clusters Score -1525554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1525572.625000 Penalty: 4692.048340
	Iteration 19Q: 3 clusters Score -1525573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1525584.750000 Penalty: 4692.048340
	Iteration 20F: 3 clusters Score -1525585 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1525601.750000 Penalty: 4692.048340
	Iteration 21Q: 3 clusters Score -1525602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1525616.125000 Penalty: 4692.048340
	Iteration 22Q: 3 clusters Score -1525616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1525624.625000 Penalty: 4692.048340
	Iteration 23Q: 3 clusters Score -1525625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1525637.375000 Penalty: 4692.048340
	Iteration 24Q: 3 clusters Score -1525637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1525644.875000 Penalty: 4692.048340
	Iteration 25Q: 3 clusters Score -1525645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1525654.875000 Penalty: 4692.048340
	Iteration 26Q: 3 clusters Score -1525655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1525669.125000 Penalty: 4692.048340
	Iteration 27Q: 3 clusters Score -1525669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1525677.125000 Penalty: 4692.048340
	Iteration 28Q: 3 clusters Score -1525677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1525678.375000 Penalty: 4692.048340
	Iteration 29Q: 3 clusters Score -1525678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1525681.000000 Penalty: 4692.048340
	Iteration 30Q: 3 clusters Score -1525681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1525687.375000 Penalty: 4692.048340
	Iteration 31Q: 3 clusters Score -1525687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1525693.125000 Penalty: 4692.048340
	Iteration 32Q: 3 clusters Score -1525693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1525700.750000 Penalty: 4692.048340
	Iteration 33Q: 3 clusters Score -1525701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1525702.500000 Penalty: 4692.048340
	Iteration 34Q: 3 clusters Score -1525702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1525695.375000 Penalty: 4692.048340
	Iteration 35Q: 3 clusters Score -1525695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1525701.750000 Penalty: 4692.048340
	Iteration 36Q: 3 clusters Score -1525702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1525702.375000 Penalty: 4692.048340
	Iteration 37Q: 3 clusters Score -1525702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1525709.375000 Penalty: 4692.048340
	Iteration 38Q: 3 clusters Score -1525709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1525709.000000 Penalty: 4692.048340
	Iteration 39Q: 3 clusters Score -1525709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1525708.875000 Penalty: 4692.048340
	Iteration 40F: 3 clusters Score -1525709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1525709.375000 Penalty: 4692.048340
	Iteration 41Q: 3 clusters Score -1525709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1525708.625000 Penalty: 4692.048340
	Iteration 42Q: 3 clusters Score -1525709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1525708.000000 Penalty: 4692.048340
	Iteration 43Q: 3 clusters Score -1525708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1525708.375000 Penalty: 4692.048340
	Iteration 44Q: 3 clusters Score -1525708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1525708.500000 Penalty: 4692.048340
	Iteration 45Q: 3 clusters Score -1525708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1525708.500000 Penalty: 4692.048340
	Iteration 46F: 3 clusters Score -1525708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -673499.187500 Penalty: 2123.322266
	Iteration 0F: 2 clusters Score -673499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -668846.937500 Penalty: 4246.644531
	Iteration 0F: 3 clusters Score -668846.9 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -670006.875000 Penalty: 4246.644531
	Iteration 1F: 3 clusters Score -670006.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -670223.375000 Penalty: 4246.644531
	Iteration 2F: 3 clusters Score -670223.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -670365.437500 Penalty: 4246.644531
	Iteration 3Q: 3 clusters Score -670365.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -670463.375000 Penalty: 4246.644531
	Iteration 4Q: 3 clusters Score -670463.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -670576.875000 Penalty: 4246.644531
	Iteration 5Q: 3 clusters Score -670576.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -670713.312500 Penalty: 4246.644531
	Iteration 6Q: 3 clusters Score -670713.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -670896.125000 Penalty: 4246.644531
	Iteration 7Q: 3 clusters Score -670896.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -671077.625000 Penalty: 4246.644531
	Iteration 8Q: 3 clusters Score -671077.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -671254.375000 Penalty: 4246.644531
	Iteration 9Q: 3 clusters Score -671254.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -671406.250000 Penalty: 4246.644531
	Iteration 10Q: 3 clusters Score -671406.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -671499.625000 Penalty: 4246.644531
	Iteration 11Q: 3 clusters Score -671499.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -671560.562500 Penalty: 4246.644531
	Iteration 12Q: 3 clusters Score -671560.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -671608.500000 Penalty: 4246.644531
	Iteration 13Q: 3 clusters Score -671608.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -671640.812500 Penalty: 4246.644531
	Iteration 14Q: 3 clusters Score -671640.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -671661.000000 Penalty: 4246.644531
	Iteration 15Q: 3 clusters Score -671661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -671679.875000 Penalty: 4246.644531
	Iteration 16Q: 3 clusters Score -671679.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -671700.437500 Penalty: 4246.644531
	Iteration 17Q: 3 clusters Score -671700.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -671712.187500 Penalty: 4246.644531
	Iteration 18Q: 3 clusters Score -671712.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -671721.187500 Penalty: 4246.644531
	Iteration 19Q: 3 clusters Score -671721.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -671727.562500 Penalty: 4246.644531
	Iteration 20F: 3 clusters Score -671727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -671730.625000 Penalty: 4246.644531
	Iteration 21Q: 3 clusters Score -671730.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -671734.250000 Penalty: 4246.644531
	Iteration 22Q: 3 clusters Score -671734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -671735.375000 Penalty: 4246.644531
	Iteration 23Q: 3 clusters Score -671735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -671734.687500 Penalty: 4246.644531
	Iteration 24Q: 3 clusters Score -671734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -671736.187500 Penalty: 4246.644531
	Iteration 25Q: 3 clusters Score -671736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -671736.062500 Penalty: 4246.644531
	Iteration 26Q: 3 clusters Score -671736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -671736.062500 Penalty: 4246.644531
	Iteration 27Q: 3 clusters Score -671736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -671736.062500 Penalty: 4246.644531
	Iteration 28F: 3 clusters Score -671736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -1034367.312500 Penalty: 2228.762939
	Iteration 0F: 2 clusters Score -1034367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1027935.125000 Penalty: 4457.525879
	Iteration 0F: 3 clusters Score -1027935 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1029735.250000 Penalty: 4457.525879
	Iteration 1F: 3 clusters Score -1029735 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1030072.250000 Penalty: 4457.525879
	Iteration 2F: 3 clusters Score -1030072 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1030347.187500 Penalty: 4457.525879
	Iteration 3F: 3 clusters Score -1030347 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1030615.187500 Penalty: 4457.525879
	Iteration 4F: 3 clusters Score -1030615 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1030924.437500 Penalty: 4457.525879
	Iteration 5Q: 3 clusters Score -1030924 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1031285.375000 Penalty: 4457.525879
	Iteration 6F: 3 clusters Score -1031285 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1031648.187500 Penalty: 4457.525879
	Iteration 7F: 3 clusters Score -1031648 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1032013.937500 Penalty: 4457.525879
	Iteration 8F: 3 clusters Score -1032014 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1032426.500000 Penalty: 4457.525879
	Iteration 9F: 3 clusters Score -1032426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1032819.625000 Penalty: 4457.525879
	Iteration 10Q: 3 clusters Score -1032820 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1033100.562500 Penalty: 4457.525879
	Iteration 11Q: 3 clusters Score -1033101 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1033276.562500 Penalty: 4457.525879
	Iteration 12Q: 3 clusters Score -1033277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1033397.375000 Penalty: 4457.525879
	Iteration 13Q: 3 clusters Score -1033397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1033466.937500 Penalty: 4457.525879
	Iteration 14Q: 3 clusters Score -1033467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1033503.000000 Penalty: 4457.525879
	Iteration 15Q: 3 clusters Score -1033503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1033519.187500 Penalty: 4457.525879
	Iteration 16Q: 3 clusters Score -1033519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1033531.812500 Penalty: 4457.525879
	Iteration 17Q: 3 clusters Score -1033532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1033541.000000 Penalty: 4457.525879
	Iteration 18Q: 3 clusters Score -1033541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1033542.687500 Penalty: 4457.525879
	Iteration 19Q: 3 clusters Score -1033543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1033546.187500 Penalty: 4457.525879
	Iteration 20F: 3 clusters Score -1033546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1033548.250000 Penalty: 4457.525879
	Iteration 21Q: 3 clusters Score -1033548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1033550.062500 Penalty: 4457.525879
	Iteration 22Q: 3 clusters Score -1033550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1033551.812500 Penalty: 4457.525879
	Iteration 23Q: 3 clusters Score -1033552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1033553.250000 Penalty: 4457.525879
	Iteration 24Q: 3 clusters Score -1033553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1033555.375000 Penalty: 4457.525879
	Iteration 25Q: 3 clusters Score -1033555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1033557.062500 Penalty: 4457.525879
	Iteration 26Q: 3 clusters Score -1033557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1033560.687500 Penalty: 4457.525879
	Iteration 27Q: 3 clusters Score -1033561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1033563.125000 Penalty: 4457.525879
	Iteration 28Q: 3 clusters Score -1033563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1033565.625000 Penalty: 4457.525879
	Iteration 29Q: 3 clusters Score -1033566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1033565.187500 Penalty: 4457.525879
	Iteration 30Q: 3 clusters Score -1033565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1033565.937500 Penalty: 4457.525879
	Iteration 31Q: 3 clusters Score -1033566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1033565.937500 Penalty: 4457.525879
	Iteration 32F: 3 clusters Score -1033566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Entering Unmasked Estep 
Score: -1082885.250000 Penalty: 2250.963379
	Iteration 0F: 2 clusters Score -1082885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1076008.000000 Penalty: 4501.926758
	Iteration 0F: 3 clusters Score -1076008 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1077952.875000 Penalty: 4501.926758
	Iteration 1F: 3 clusters Score -1077953 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1078254.375000 Penalty: 4501.926758
	Iteration 2F: 3 clusters Score -1078254 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1078574.375000 Penalty: 4501.926758
	Iteration 3F: 3 clusters Score -1078574 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1078961.375000 Penalty: 4501.926758
	Iteration 4F: 3 clusters Score -1078961 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1079564.875000 Penalty: 4501.926758
	Iteration 5F: 3 clusters Score -1079565 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1080280.625000 Penalty: 4501.926758
	Iteration 6F: 3 clusters Score -1080281 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1080968.500000 Penalty: 4501.926758
	Iteration 7F: 3 clusters Score -1080968 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1081497.625000 Penalty: 4501.926758
	Iteration 8F: 3 clusters Score -1081498 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1081823.875000 Penalty: 4501.926758
	Iteration 9Q: 3 clusters Score -1081824 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1081996.000000 Penalty: 4501.926758
	Iteration 10Q: 3 clusters Score -1081996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1082061.750000 Penalty: 4501.926758
	Iteration 11Q: 3 clusters Score -1082062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1082093.500000 Penalty: 4501.926758
	Iteration 12Q: 3 clusters Score -1082094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1082108.125000 Penalty: 4501.926758
	Iteration 13Q: 3 clusters Score -1082108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1082109.750000 Penalty: 4501.926758
	Iteration 14Q: 3 clusters Score -1082110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1082115.000000 Penalty: 4501.926758
	Iteration 15Q: 3 clusters Score -1082115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1082118.375000 Penalty: 4501.926758
	Iteration 16Q: 3 clusters Score -1082118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1082118.375000 Penalty: 4501.926758
	Iteration 17Q: 3 clusters Score -1082118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1082120.125000 Penalty: 4501.926758
	Iteration 18Q: 3 clusters Score -1082120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1082121.000000 Penalty: 4501.926758
	Iteration 19Q: 3 clusters Score -1082121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1082121.250000 Penalty: 4501.926758
	Iteration 20F: 3 clusters Score -1082121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -531405.250000 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -531405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -527321.312500 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -527321.3 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -528280.375000 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -528280.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -528553.312500 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -528553.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -528743.125000 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -528743.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -528931.187500 Penalty: 4147.175781
	Iteration 4F: 3 clusters Score -528931.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -529082.750000 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -529082.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -529252.500000 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -529252.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -529406.000000 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -529406 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -529580.000000 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -529580 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -529772.625000 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -529772.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -530002.937500 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -530002.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -530165.750000 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -530165.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -530257.937500 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -530257.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -530312.750000 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -530312.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -530352.812500 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -530352.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -530383.937500 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -530383.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -530408.062500 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -530408.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -530424.687500 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -530424.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -530434.687500 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -530434.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -530439.875000 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -530439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -530446.375000 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -530446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -530449.062500 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -530449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -530452.062500 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -530452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -530452.125000 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -530452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -530452.125000 Penalty: 4147.175781
	Iteration 24F: 3 clusters Score -530452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -122224.421875 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -122224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120353.617188 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -120353.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120746.648438 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -120746.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120909.281250 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -120909.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121106.367188 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -121106.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -121222.640625 Penalty: 3436.554688
	Iteration 4F: 3 clusters Score -121222.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121287.906250 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -121287.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -121373.320312 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -121373.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121501.117188 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -121501.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121639.265625 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -121639.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121783.171875 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -121783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -121936.437500 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -121936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121998.179688 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -121998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -122029.929688 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -122029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122046.554688 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -122046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -122058.750000 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -122058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122071.039062 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -122071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122088.945312 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -122088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122103.914062 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -122103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122121.695312 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -122121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -122134.945312 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -122134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -122141.359375 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -122141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -122143.710938 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -122143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -122145.335938 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -122145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -122145.335938 Penalty: 3436.554688
	Iteration 23F: 3 clusters Score -122145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -238540.187500 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -238540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -235915.750000 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -235915.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -236950.687500 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -236950.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237408.234375 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -237408.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -237631.109375 Penalty: 3815.966797
	Iteration 3F: 3 clusters Score -237631.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237765.453125 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -237765.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237859.828125 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -237859.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237975.187500 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -237975.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238092.078125 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -238092.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -238175.078125 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -238175.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238233.828125 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -238233.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -238274.953125 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -238275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -238303.375000 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -238303.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -238334.546875 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -238334.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -238359.875000 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -238359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238377.171875 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -238377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238384.734375 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -238384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238393.250000 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -238393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238399.875000 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -238399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238411.500000 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -238411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238414.234375 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -238414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238416.906250 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -238416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -238421.562500 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -238421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238425.328125 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -238425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238425.328125 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -238425.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238425.328125 Penalty: 3815.966797
	Iteration 24F: 3 clusters Score -238425.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (83852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Entering Unmasked Estep 
Score: -10907464.000000 Penalty: 2811.528320
	Iteration 0F: 2 clusters Score -1.090746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -10851177.000000 Penalty: 5623.056641
	Iteration 0F: 3 clusters Score -1.085118e+07 nChanged 39528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -10873883.000000 Penalty: 5623.056641
	Iteration 1F: 3 clusters Score -1.087388e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -10875413.000000 Penalty: 5623.056641
	Iteration 2Q: 3 clusters Score -1.087541e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -10877924.000000 Penalty: 5623.056641
	Iteration 3F: 3 clusters Score -1.087792e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -10881996.000000 Penalty: 5623.056641
	Iteration 4F: 3 clusters Score -1.0882e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -10887112.000000 Penalty: 5623.056641
	Iteration 5F: 3 clusters Score -1.088711e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -10892142.000000 Penalty: 5623.056641
	Iteration 6F: 3 clusters Score -1.089214e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -10895999.000000 Penalty: 5623.056641
	Iteration 7F: 3 clusters Score -1.0896e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -10898825.000000 Penalty: 5623.056641
	Iteration 8Q: 3 clusters Score -1.089882e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -10900869.000000 Penalty: 5623.056641
	Iteration 9Q: 3 clusters Score -1.090087e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -10902347.000000 Penalty: 5623.056641
	Iteration 10Q: 3 clusters Score -1.090235e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -10903327.000000 Penalty: 5623.056641
	Iteration 11Q: 3 clusters Score -1.090333e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -10904025.000000 Penalty: 5623.056641
	Iteration 12Q: 3 clusters Score -1.090402e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10904440.000000 Penalty: 5623.056641
	Iteration 13Q: 3 clusters Score -1.090444e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10904683.000000 Penalty: 5623.056641
	Iteration 14Q: 3 clusters Score -1.090468e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10904947.000000 Penalty: 5623.056641
	Iteration 15Q: 3 clusters Score -1.090495e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10905101.000000 Penalty: 5623.056641
	Iteration 16Q: 3 clusters Score -1.09051e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10905211.000000 Penalty: 5623.056641
	Iteration 17Q: 3 clusters Score -1.090521e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10905256.000000 Penalty: 5623.056641
	Iteration 18Q: 3 clusters Score -1.090526e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -10905297.000000 Penalty: 5623.056641
	Iteration 19Q: 3 clusters Score -1.09053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10905326.000000 Penalty: 5623.056641
	Iteration 20F: 3 clusters Score -1.090533e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82553 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10905364.000000 Penalty: 5623.056641
	Iteration 21Q: 3 clusters Score -1.090536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10905387.000000 Penalty: 5623.056641
	Iteration 22Q: 3 clusters Score -1.090539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10905419.000000 Penalty: 5623.056641
	Iteration 23Q: 3 clusters Score -1.090542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10905419.000000 Penalty: 5623.056641
	Iteration 24Q: 3 clusters Score -1.090542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10905445.000000 Penalty: 5623.056641
	Iteration 25Q: 3 clusters Score -1.090544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10905455.000000 Penalty: 5623.056641
	Iteration 26Q: 3 clusters Score -1.090546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10905461.000000 Penalty: 5623.056641
	Iteration 27Q: 3 clusters Score -1.090546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10905458.000000 Penalty: 5623.056641
	Iteration 28Q: 3 clusters Score -1.090546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10905447.000000 Penalty: 5623.056641
	Iteration 29Q: 3 clusters Score -1.090545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10905460.000000 Penalty: 5623.056641
	Iteration 30Q: 3 clusters Score -1.090546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10905465.000000 Penalty: 5623.056641
	Iteration 31Q: 3 clusters Score -1.090546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10905473.000000 Penalty: 5623.056641
	Iteration 32Q: 3 clusters Score -1.090547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10905470.000000 Penalty: 5623.056641
	Iteration 33Q: 3 clusters Score -1.090547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10905474.000000 Penalty: 5623.056641
	Iteration 34Q: 3 clusters Score -1.090547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10905479.000000 Penalty: 5623.056641
	Iteration 35Q: 3 clusters Score -1.090548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10905484.000000 Penalty: 5623.056641
	Iteration 36Q: 3 clusters Score -1.090548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10905489.000000 Penalty: 5623.056641
	Iteration 37Q: 3 clusters Score -1.090549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10905502.000000 Penalty: 5623.056641
	Iteration 38Q: 3 clusters Score -1.09055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10905506.000000 Penalty: 5623.056641
	Iteration 39Q: 3 clusters Score -1.090551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10905505.000000 Penalty: 5623.056641
	Iteration 40F: 3 clusters Score -1.09055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10905507.000000 Penalty: 5623.056641
	Iteration 41Q: 3 clusters Score -1.090551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10905500.000000 Penalty: 5623.056641
	Iteration 42Q: 3 clusters Score -1.09055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10905505.000000 Penalty: 5623.056641
	Iteration 43Q: 3 clusters Score -1.09055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10905507.000000 Penalty: 5623.056641
	Iteration 44Q: 3 clusters Score -1.090551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10905503.000000 Penalty: 5623.056641
	Iteration 45Q: 3 clusters Score -1.09055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10905511.000000 Penalty: 5623.056641
	Iteration 46Q: 3 clusters Score -1.090551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10905508.000000 Penalty: 5623.056641
	Iteration 47Q: 3 clusters Score -1.090551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10905513.000000 Penalty: 5623.056641
	Iteration 48Q: 3 clusters Score -1.090551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10905510.000000 Penalty: 5623.056641
	Iteration 49Q: 3 clusters Score -1.090551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10905525.000000 Penalty: 5623.056641
	Iteration 50Q: 3 clusters Score -1.090552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10905536.000000 Penalty: 5623.056641
	Iteration 51Q: 3 clusters Score -1.090554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10905522.000000 Penalty: 5623.056641
	Iteration 52Q: 3 clusters Score -1.090552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10905525.000000 Penalty: 5623.056641
	Iteration 53Q: 3 clusters Score -1.090552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10905526.000000 Penalty: 5623.056641
	Iteration 54Q: 3 clusters Score -1.090553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10905527.000000 Penalty: 5623.056641
	Iteration 55Q: 3 clusters Score -1.090553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10905538.000000 Penalty: 5623.056641
	Iteration 56Q: 3 clusters Score -1.090554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10905533.000000 Penalty: 5623.056641
	Iteration 57Q: 3 clusters Score -1.090553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10905539.000000 Penalty: 5623.056641
	Iteration 58Q: 3 clusters Score -1.090554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10905547.000000 Penalty: 5623.056641
	Iteration 59Q: 3 clusters Score -1.090555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10905550.000000 Penalty: 5623.056641
	Iteration 60F: 3 clusters Score -1.090555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10905554.000000 Penalty: 5623.056641
	Iteration 61Q: 3 clusters Score -1.090555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10905557.000000 Penalty: 5623.056641
	Iteration 62Q: 3 clusters Score -1.090556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10905548.000000 Penalty: 5623.056641
	Iteration 63Q: 3 clusters Score -1.090555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10905555.000000 Penalty: 5623.056641
	Iteration 64Q: 3 clusters Score -1.090556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10905554.000000 Penalty: 5623.056641
	Iteration 65Q: 3 clusters Score -1.090555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10905563.000000 Penalty: 5623.056641
	Iteration 66Q: 3 clusters Score -1.090556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10905554.000000 Penalty: 5623.056641
	Iteration 67Q: 3 clusters Score -1.090555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10905560.000000 Penalty: 5623.056641
	Iteration 68Q: 3 clusters Score -1.090556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10905564.000000 Penalty: 5623.056641
	Iteration 69Q: 3 clusters Score -1.090556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10905573.000000 Penalty: 5623.056641
	Iteration 70Q: 3 clusters Score -1.090557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10905571.000000 Penalty: 5623.056641
	Iteration 71Q: 3 clusters Score -1.090557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10905570.000000 Penalty: 5623.056641
	Iteration 72Q: 3 clusters Score -1.090557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10905573.000000 Penalty: 5623.056641
	Iteration 73Q: 3 clusters Score -1.090557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10905570.000000 Penalty: 5623.056641
	Iteration 74Q: 3 clusters Score -1.090557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10905572.000000 Penalty: 5623.056641
	Iteration 75Q: 3 clusters Score -1.090557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10905572.000000 Penalty: 5623.056641
	Iteration 76F: 3 clusters Score -1.090557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -488807.062500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -488807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -484951.093750 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -484951.1 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -485907.156250 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -485907.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -486146.156250 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -486146.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -486342.843750 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -486342.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -486525.531250 Penalty: 4119.029297
	Iteration 4F: 3 clusters Score -486525.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -486718.468750 Penalty: 4119.029297
	Iteration 5F: 3 clusters Score -486718.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -486917.437500 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -486917.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -487082.843750 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -487082.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -487257.437500 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -487257.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -487519.406250 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -487519.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -487826.250000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -487826.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -488062.843750 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -488062.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -488207.156250 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -488207.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -488339.656250 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -488339.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -488443.531250 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -488443.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -488487.687500 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -488487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -488517.875000 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -488517.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -488577.531250 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -488577.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -488616.125000 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -488616.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -488638.718750 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -488638.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -488655.625000 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -488655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -488666.437500 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -488666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -488671.968750 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -488672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -488674.750000 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -488674.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -488678.187500 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -488678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -488680.937500 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -488680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -488687.406250 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -488687.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -488695.500000 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -488695.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -488702.906250 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -488702.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -488712.281250 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -488712.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -488718.781250 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -488718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -488721.750000 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -488721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -488724.812500 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -488724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -488727.968750 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -488728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -488731.343750 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -488731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -488735.281250 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -488735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -488741.375000 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -488741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -488743.000000 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -488743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -488743.593750 Penalty: 4119.029297
	Iteration 38Q: 3 clusters Score -488743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -488745.781250 Penalty: 4119.029297
	Iteration 39Q: 3 clusters Score -488745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -488749.343750 Penalty: 4119.029297
	Iteration 40F: 3 clusters Score -488749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -488753.000000 Penalty: 4119.029297
	Iteration 41Q: 3 clusters Score -488753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -488757.093750 Penalty: 4119.029297
	Iteration 42Q: 3 clusters Score -488757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -488762.062500 Penalty: 4119.029297
	Iteration 43Q: 3 clusters Score -488762.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -488765.093750 Penalty: 4119.029297
	Iteration 44Q: 3 clusters Score -488765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -488771.937500 Penalty: 4119.029297
	Iteration 45Q: 3 clusters Score -488771.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -488779.718750 Penalty: 4119.029297
	Iteration 46Q: 3 clusters Score -488779.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -488786.031250 Penalty: 4119.029297
	Iteration 47Q: 3 clusters Score -488786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -488792.968750 Penalty: 4119.029297
	Iteration 48Q: 3 clusters Score -488793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -488797.375000 Penalty: 4119.029297
	Iteration 49Q: 3 clusters Score -488797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -488799.312500 Penalty: 4119.029297
	Iteration 50Q: 3 clusters Score -488799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -488799.437500 Penalty: 4119.029297
	Iteration 51Q: 3 clusters Score -488799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -488799.500000 Penalty: 4119.029297
	Iteration 52Q: 3 clusters Score -488799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -488799.500000 Penalty: 4119.029297
	Iteration 53F: 3 clusters Score -488799.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Entering Unmasked Estep 
Score: -6211187.500000 Penalty: 2673.475342
	Iteration 0F: 2 clusters Score -6211188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -6178762.000000 Penalty: 5346.950684
	Iteration 0F: 3 clusters Score -6178762 nChanged 22145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -6191564.500000 Penalty: 5346.950684
	Iteration 1F: 3 clusters Score -6191564 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -6192909.500000 Penalty: 5346.950684
	Iteration 2F: 3 clusters Score -6192910 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -6194945.500000 Penalty: 5346.950684
	Iteration 3F: 3 clusters Score -6194946 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -6197533.500000 Penalty: 5346.950684
	Iteration 4F: 3 clusters Score -6197534 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -6200159.500000 Penalty: 5346.950684
	Iteration 5F: 3 clusters Score -6200160 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6202220.500000 Penalty: 5346.950684
	Iteration 6F: 3 clusters Score -6202220 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -6203449.000000 Penalty: 5346.950684
	Iteration 7F: 3 clusters Score -6203449 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -6204249.000000 Penalty: 5346.950684
	Iteration 8Q: 3 clusters Score -6204249 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -6204765.000000 Penalty: 5346.950684
	Iteration 9Q: 3 clusters Score -6204765 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -6205203.500000 Penalty: 5346.950684
	Iteration 10Q: 3 clusters Score -6205204 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6205606.000000 Penalty: 5346.950684
	Iteration 11Q: 3 clusters Score -6205606 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -6206000.000000 Penalty: 5346.950684
	Iteration 12Q: 3 clusters Score -6206000 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -6206346.000000 Penalty: 5346.950684
	Iteration 13Q: 3 clusters Score -6206346 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -6206710.000000 Penalty: 5346.950684
	Iteration 14Q: 3 clusters Score -6206710 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6207107.000000 Penalty: 5346.950684
	Iteration 15Q: 3 clusters Score -6207107 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -6207629.000000 Penalty: 5346.950684
	Iteration 16Q: 3 clusters Score -6207629 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6208194.000000 Penalty: 5346.950684
	Iteration 17Q: 3 clusters Score -6208194 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -6208690.500000 Penalty: 5346.950684
	Iteration 18Q: 3 clusters Score -6208690 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -6209074.000000 Penalty: 5346.950684
	Iteration 19Q: 3 clusters Score -6209074 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -6209339.500000 Penalty: 5346.950684
	Iteration 20F: 3 clusters Score -6209340 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6209529.500000 Penalty: 5346.950684
	Iteration 21Q: 3 clusters Score -6209530 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6209636.000000 Penalty: 5346.950684
	Iteration 22Q: 3 clusters Score -6209636 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6209713.500000 Penalty: 5346.950684
	Iteration 23Q: 3 clusters Score -6209714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6209759.000000 Penalty: 5346.950684
	Iteration 24Q: 3 clusters Score -6209759 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6209829.000000 Penalty: 5346.950684
	Iteration 25Q: 3 clusters Score -6209829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6209856.000000 Penalty: 5346.950684
	Iteration 26Q: 3 clusters Score -6209856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -6209893.000000 Penalty: 5346.950684
	Iteration 27Q: 3 clusters Score -6209893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6209925.500000 Penalty: 5346.950684
	Iteration 28Q: 3 clusters Score -6209926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -6209962.000000 Penalty: 5346.950684
	Iteration 29Q: 3 clusters Score -6209962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -6209981.000000 Penalty: 5346.950684
	Iteration 30Q: 3 clusters Score -6209981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6209983.500000 Penalty: 5346.950684
	Iteration 31Q: 3 clusters Score -6209984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6210000.500000 Penalty: 5346.950684
	Iteration 32Q: 3 clusters Score -6210000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6210022.000000 Penalty: 5346.950684
	Iteration 33Q: 3 clusters Score -6210022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6210043.500000 Penalty: 5346.950684
	Iteration 34Q: 3 clusters Score -6210044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6210039.500000 Penalty: 5346.950684
	Iteration 35Q: 3 clusters Score -6210040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6210024.000000 Penalty: 5346.950684
	Iteration 36Q: 3 clusters Score -6210024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6210031.000000 Penalty: 5346.950684
	Iteration 37Q: 3 clusters Score -6210031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6210034.500000 Penalty: 5346.950684
	Iteration 38Q: 3 clusters Score -6210034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6210045.500000 Penalty: 5346.950684
	Iteration 39Q: 3 clusters Score -6210046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6210055.500000 Penalty: 5346.950684
	Iteration 40F: 3 clusters Score -6210056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6210054.500000 Penalty: 5346.950684
	Iteration 41Q: 3 clusters Score -6210054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6210053.500000 Penalty: 5346.950684
	Iteration 42Q: 3 clusters Score -6210054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6210052.500000 Penalty: 5346.950684
	Iteration 43Q: 3 clusters Score -6210052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6210055.500000 Penalty: 5346.950684
	Iteration 44Q: 3 clusters Score -6210056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6210053.000000 Penalty: 5346.950684
	Iteration 45Q: 3 clusters Score -6210053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6210057.500000 Penalty: 5346.950684
	Iteration 46Q: 3 clusters Score -6210058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6210056.500000 Penalty: 5346.950684
	Iteration 47Q: 3 clusters Score -6210056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6210055.500000 Penalty: 5346.950684
	Iteration 48Q: 3 clusters Score -6210056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6210055.500000 Penalty: 5346.950684
	Iteration 49F: 3 clusters Score -6210056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -961862.562500 Penalty: 2216.625488
	Iteration 0F: 2 clusters Score -961862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -955695.687500 Penalty: 4433.250977
	Iteration 0F: 3 clusters Score -955695.7 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -957472.812500 Penalty: 4433.250977
	Iteration 1F: 3 clusters Score -957472.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -957832.750000 Penalty: 4433.250977
	Iteration 2F: 3 clusters Score -957832.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -958134.375000 Penalty: 4433.250977
	Iteration 3F: 3 clusters Score -958134.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -958411.625000 Penalty: 4433.250977
	Iteration 4F: 3 clusters Score -958411.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -958636.812500 Penalty: 4433.250977
	Iteration 5Q: 3 clusters Score -958636.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -958805.062500 Penalty: 4433.250977
	Iteration 6Q: 3 clusters Score -958805.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -958938.437500 Penalty: 4433.250977
	Iteration 7Q: 3 clusters Score -958938.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -959086.312500 Penalty: 4433.250977
	Iteration 8Q: 3 clusters Score -959086.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -959245.312500 Penalty: 4433.250977
	Iteration 9Q: 3 clusters Score -959245.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -959399.687500 Penalty: 4433.250977
	Iteration 10Q: 3 clusters Score -959399.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -959552.937500 Penalty: 4433.250977
	Iteration 11Q: 3 clusters Score -959552.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -959702.562500 Penalty: 4433.250977
	Iteration 12Q: 3 clusters Score -959702.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -959846.750000 Penalty: 4433.250977
	Iteration 13Q: 3 clusters Score -959846.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -960000.312500 Penalty: 4433.250977
	Iteration 14Q: 3 clusters Score -960000.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -960128.562500 Penalty: 4433.250977
	Iteration 15Q: 3 clusters Score -960128.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -960241.562500 Penalty: 4433.250977
	Iteration 16Q: 3 clusters Score -960241.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -960314.500000 Penalty: 4433.250977
	Iteration 17Q: 3 clusters Score -960314.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -960370.500000 Penalty: 4433.250977
	Iteration 18Q: 3 clusters Score -960370.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -960400.750000 Penalty: 4433.250977
	Iteration 19Q: 3 clusters Score -960400.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -960430.125000 Penalty: 4433.250977
	Iteration 20F: 3 clusters Score -960430.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -960461.000000 Penalty: 4433.250977
	Iteration 21Q: 3 clusters Score -960461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -960474.687500 Penalty: 4433.250977
	Iteration 22Q: 3 clusters Score -960474.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -960488.875000 Penalty: 4433.250977
	Iteration 23Q: 3 clusters Score -960488.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -960499.687500 Penalty: 4433.250977
	Iteration 24Q: 3 clusters Score -960499.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -960508.000000 Penalty: 4433.250977
	Iteration 25Q: 3 clusters Score -960508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -960516.500000 Penalty: 4433.250977
	Iteration 26Q: 3 clusters Score -960516.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -960523.000000 Penalty: 4433.250977
	Iteration 27Q: 3 clusters Score -960523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -960536.125000 Penalty: 4433.250977
	Iteration 28Q: 3 clusters Score -960536.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -960543.875000 Penalty: 4433.250977
	Iteration 29Q: 3 clusters Score -960543.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -960550.562500 Penalty: 4433.250977
	Iteration 30Q: 3 clusters Score -960550.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -960562.125000 Penalty: 4433.250977
	Iteration 31Q: 3 clusters Score -960562.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -960571.625000 Penalty: 4433.250977
	Iteration 32Q: 3 clusters Score -960571.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -960576.625000 Penalty: 4433.250977
	Iteration 33Q: 3 clusters Score -960576.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -960580.000000 Penalty: 4433.250977
	Iteration 34Q: 3 clusters Score -960580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -960586.312500 Penalty: 4433.250977
	Iteration 35Q: 3 clusters Score -960586.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -960598.062500 Penalty: 4433.250977
	Iteration 36Q: 3 clusters Score -960598.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -960604.500000 Penalty: 4433.250977
	Iteration 37Q: 3 clusters Score -960604.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -960615.375000 Penalty: 4433.250977
	Iteration 38Q: 3 clusters Score -960615.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -960621.187500 Penalty: 4433.250977
	Iteration 39Q: 3 clusters Score -960621.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -960628.000000 Penalty: 4433.250977
	Iteration 40F: 3 clusters Score -960628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -960638.125000 Penalty: 4433.250977
	Iteration 41Q: 3 clusters Score -960638.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -960642.312500 Penalty: 4433.250977
	Iteration 42Q: 3 clusters Score -960642.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -960651.125000 Penalty: 4433.250977
	Iteration 43Q: 3 clusters Score -960651.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -960653.687500 Penalty: 4433.250977
	Iteration 44Q: 3 clusters Score -960653.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -960660.625000 Penalty: 4433.250977
	Iteration 45Q: 3 clusters Score -960660.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -960665.187500 Penalty: 4433.250977
	Iteration 46Q: 3 clusters Score -960665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -960670.375000 Penalty: 4433.250977
	Iteration 47Q: 3 clusters Score -960670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -960674.187500 Penalty: 4433.250977
	Iteration 48Q: 3 clusters Score -960674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -960678.312500 Penalty: 4433.250977
	Iteration 49Q: 3 clusters Score -960678.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -960680.812500 Penalty: 4433.250977
	Iteration 50Q: 3 clusters Score -960680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -960683.812500 Penalty: 4433.250977
	Iteration 51Q: 3 clusters Score -960683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -960687.625000 Penalty: 4433.250977
	Iteration 52Q: 3 clusters Score -960687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -960687.937500 Penalty: 4433.250977
	Iteration 53Q: 3 clusters Score -960687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -960690.375000 Penalty: 4433.250977
	Iteration 54Q: 3 clusters Score -960690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -960690.375000 Penalty: 4433.250977
	Iteration 55Q: 3 clusters Score -960690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -960691.125000 Penalty: 4433.250977
	Iteration 56Q: 3 clusters Score -960691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -960689.625000 Penalty: 4433.250977
	Iteration 57Q: 3 clusters Score -960689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -960694.062500 Penalty: 4433.250977
	Iteration 58Q: 3 clusters Score -960694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -960693.937500 Penalty: 4433.250977
	Iteration 59Q: 3 clusters Score -960693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -960695.312500 Penalty: 4433.250977
	Iteration 60F: 3 clusters Score -960695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -960695.187500 Penalty: 4433.250977
	Iteration 61Q: 3 clusters Score -960695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -960695.062500 Penalty: 4433.250977
	Iteration 62Q: 3 clusters Score -960695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -960699.875000 Penalty: 4433.250977
	Iteration 63Q: 3 clusters Score -960699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -960699.687500 Penalty: 4433.250977
	Iteration 64Q: 3 clusters Score -960699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -960699.562500 Penalty: 4433.250977
	Iteration 65Q: 3 clusters Score -960699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -960699.562500 Penalty: 4433.250977
	Iteration 66F: 3 clusters Score -960699.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -544788.750000 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -544788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -540713.812500 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -540713.8 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -541684.812500 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -541684.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -541857.937500 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -541857.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -541958.562500 Penalty: 4142.165039
	Iteration 3Q: 3 clusters Score -541958.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -542034.375000 Penalty: 4142.165039
	Iteration 4Q: 3 clusters Score -542034.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -542106.125000 Penalty: 4142.165039
	Iteration 5Q: 3 clusters Score -542106.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -542175.562500 Penalty: 4142.165039
	Iteration 6Q: 3 clusters Score -542175.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -542226.812500 Penalty: 4142.165039
	Iteration 7Q: 3 clusters Score -542226.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -542271.125000 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -542271.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -542310.062500 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -542310.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -542359.312500 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -542359.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -542397.312500 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -542397.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -542429.750000 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -542429.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -542459.812500 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -542459.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -542486.250000 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -542486.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -542515.062500 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -542515.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -542540.562500 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -542540.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -542565.812500 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -542565.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -542594.437500 Penalty: 4142.165039
	Iteration 18Q: 3 clusters Score -542594.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -542626.062500 Penalty: 4142.165039
	Iteration 19Q: 3 clusters Score -542626.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -542647.812500 Penalty: 4142.165039
	Iteration 20F: 3 clusters Score -542647.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -542674.750000 Penalty: 4142.165039
	Iteration 21Q: 3 clusters Score -542674.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -542706.250000 Penalty: 4142.165039
	Iteration 22Q: 3 clusters Score -542706.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -542732.875000 Penalty: 4142.165039
	Iteration 23Q: 3 clusters Score -542732.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -542765.875000 Penalty: 4142.165039
	Iteration 24Q: 3 clusters Score -542765.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -542806.750000 Penalty: 4142.165039
	Iteration 25Q: 3 clusters Score -542806.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -542850.625000 Penalty: 4142.165039
	Iteration 26Q: 3 clusters Score -542850.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -542908.375000 Penalty: 4142.165039
	Iteration 27Q: 3 clusters Score -542908.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -542972.562500 Penalty: 4142.165039
	Iteration 28Q: 3 clusters Score -542972.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -543035.062500 Penalty: 4142.165039
	Iteration 29Q: 3 clusters Score -543035.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -543082.812500 Penalty: 4142.165039
	Iteration 30Q: 3 clusters Score -543082.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -543117.875000 Penalty: 4142.165039
	Iteration 31Q: 3 clusters Score -543117.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -543141.875000 Penalty: 4142.165039
	Iteration 32Q: 3 clusters Score -543141.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -543164.187500 Penalty: 4142.165039
	Iteration 33Q: 3 clusters Score -543164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -543185.000000 Penalty: 4142.165039
	Iteration 34Q: 3 clusters Score -543185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -543210.125000 Penalty: 4142.165039
	Iteration 35Q: 3 clusters Score -543210.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -543238.875000 Penalty: 4142.165039
	Iteration 36Q: 3 clusters Score -543238.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -543267.500000 Penalty: 4142.165039
	Iteration 37Q: 3 clusters Score -543267.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -543287.312500 Penalty: 4142.165039
	Iteration 38Q: 3 clusters Score -543287.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -543301.312500 Penalty: 4142.165039
	Iteration 39Q: 3 clusters Score -543301.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -543313.125000 Penalty: 4142.165039
	Iteration 40F: 3 clusters Score -543313.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -543324.562500 Penalty: 4142.165039
	Iteration 41Q: 3 clusters Score -543324.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -543337.437500 Penalty: 4142.165039
	Iteration 42Q: 3 clusters Score -543337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -543346.500000 Penalty: 4142.165039
	Iteration 43Q: 3 clusters Score -543346.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -543355.437500 Penalty: 4142.165039
	Iteration 44Q: 3 clusters Score -543355.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -543367.312500 Penalty: 4142.165039
	Iteration 45Q: 3 clusters Score -543367.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -543382.812500 Penalty: 4142.165039
	Iteration 46Q: 3 clusters Score -543382.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -543397.062500 Penalty: 4142.165039
	Iteration 47Q: 3 clusters Score -543397.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -543412.687500 Penalty: 4142.165039
	Iteration 48Q: 3 clusters Score -543412.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -543434.937500 Penalty: 4142.165039
	Iteration 49Q: 3 clusters Score -543434.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -543468.937500 Penalty: 4142.165039
	Iteration 50Q: 3 clusters Score -543468.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -543493.250000 Penalty: 4142.165039
	Iteration 51Q: 3 clusters Score -543493.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -543524.562500 Penalty: 4142.165039
	Iteration 52Q: 3 clusters Score -543524.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -543552.062500 Penalty: 4142.165039
	Iteration 53Q: 3 clusters Score -543552.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543576.937500 Penalty: 4142.165039
	Iteration 54Q: 3 clusters Score -543576.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -543598.375000 Penalty: 4142.165039
	Iteration 55Q: 3 clusters Score -543598.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -543623.062500 Penalty: 4142.165039
	Iteration 56Q: 3 clusters Score -543623.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -543653.812500 Penalty: 4142.165039
	Iteration 57Q: 3 clusters Score -543653.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -543677.187500 Penalty: 4142.165039
	Iteration 58Q: 3 clusters Score -543677.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -543701.000000 Penalty: 4142.165039
	Iteration 59Q: 3 clusters Score -543701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -543723.000000 Penalty: 4142.165039
	Iteration 60F: 3 clusters Score -543723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -543744.812500 Penalty: 4142.165039
	Iteration 61Q: 3 clusters Score -543744.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -543773.437500 Penalty: 4142.165039
	Iteration 62Q: 3 clusters Score -543773.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -543793.625000 Penalty: 4142.165039
	Iteration 63Q: 3 clusters Score -543793.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -543816.750000 Penalty: 4142.165039
	Iteration 64Q: 3 clusters Score -543816.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -543841.312500 Penalty: 4142.165039
	Iteration 65Q: 3 clusters Score -543841.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -543868.375000 Penalty: 4142.165039
	Iteration 66Q: 3 clusters Score -543868.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -543889.250000 Penalty: 4142.165039
	Iteration 67Q: 3 clusters Score -543889.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -543906.437500 Penalty: 4142.165039
	Iteration 68Q: 3 clusters Score -543906.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -543919.812500 Penalty: 4142.165039
	Iteration 69Q: 3 clusters Score -543919.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -543934.500000 Penalty: 4142.165039
	Iteration 70Q: 3 clusters Score -543934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -543952.312500 Penalty: 4142.165039
	Iteration 71Q: 3 clusters Score -543952.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -543973.812500 Penalty: 4142.165039
	Iteration 72Q: 3 clusters Score -543973.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -543995.250000 Penalty: 4142.165039
	Iteration 73Q: 3 clusters Score -543995.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -544017.125000 Penalty: 4142.165039
	Iteration 74Q: 3 clusters Score -544017.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -544035.625000 Penalty: 4142.165039
	Iteration 75Q: 3 clusters Score -544035.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -544064.687500 Penalty: 4142.165039
	Iteration 76Q: 3 clusters Score -544064.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -544090.062500 Penalty: 4142.165039
	Iteration 77Q: 3 clusters Score -544090.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -544107.812500 Penalty: 4142.165039
	Iteration 78Q: 3 clusters Score -544107.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -544125.937500 Penalty: 4142.165039
	Iteration 79Q: 3 clusters Score -544125.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -544159.187500 Penalty: 4142.165039
	Iteration 80F: 3 clusters Score -544159.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -544206.375000 Penalty: 4142.165039
	Iteration 81Q: 3 clusters Score -544206.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -544240.937500 Penalty: 4142.165039
	Iteration 82Q: 3 clusters Score -544240.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -544274.062500 Penalty: 4142.165039
	Iteration 83Q: 3 clusters Score -544274.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -544310.437500 Penalty: 4142.165039
	Iteration 84Q: 3 clusters Score -544310.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -544341.812500 Penalty: 4142.165039
	Iteration 85Q: 3 clusters Score -544341.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -544376.437500 Penalty: 4142.165039
	Iteration 86Q: 3 clusters Score -544376.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -544413.125000 Penalty: 4142.165039
	Iteration 87Q: 3 clusters Score -544413.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -544444.437500 Penalty: 4142.165039
	Iteration 88Q: 3 clusters Score -544444.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -544475.062500 Penalty: 4142.165039
	Iteration 89Q: 3 clusters Score -544475.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -544509.187500 Penalty: 4142.165039
	Iteration 90Q: 3 clusters Score -544509.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -544552.562500 Penalty: 4142.165039
	Iteration 91Q: 3 clusters Score -544552.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -544585.250000 Penalty: 4142.165039
	Iteration 92Q: 3 clusters Score -544585.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -544619.062500 Penalty: 4142.165039
	Iteration 93Q: 3 clusters Score -544619.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -544649.375000 Penalty: 4142.165039
	Iteration 94Q: 3 clusters Score -544649.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -544660.875000 Penalty: 4142.165039
	Iteration 95Q: 3 clusters Score -544660.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -544670.187500 Penalty: 4142.165039
	Iteration 96Q: 3 clusters Score -544670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -544674.437500 Penalty: 4142.165039
	Iteration 97Q: 3 clusters Score -544674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -544676.250000 Penalty: 4142.165039
	Iteration 98Q: 3 clusters Score -544676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -544677.625000 Penalty: 4142.165039
	Iteration 99Q: 3 clusters Score -544677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -544677.812500 Penalty: 4142.165039
	Iteration 100F: 3 clusters Score -544677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -544679.625000 Penalty: 4142.165039
	Iteration 101Q: 3 clusters Score -544679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -544680.062500 Penalty: 4142.165039
	Iteration 102Q: 3 clusters Score -544680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -544680.625000 Penalty: 4142.165039
	Iteration 103Q: 3 clusters Score -544680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -544681.562500 Penalty: 4142.165039
	Iteration 104Q: 3 clusters Score -544681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -544681.375000 Penalty: 4142.165039
	Iteration 105Q: 3 clusters Score -544681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -544683.187500 Penalty: 4142.165039
	Iteration 106Q: 3 clusters Score -544683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -544682.687500 Penalty: 4142.165039
	Iteration 107Q: 3 clusters Score -544682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -544683.250000 Penalty: 4142.165039
	Iteration 108Q: 3 clusters Score -544683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -544684.687500 Penalty: 4142.165039
	Iteration 109Q: 3 clusters Score -544684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -544684.687500 Penalty: 4142.165039
	Iteration 110F: 3 clusters Score -544684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -1088414.875000 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -1088415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1081673.000000 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -1081673 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1083568.250000 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -1083568 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1083936.375000 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -1083936 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1084250.125000 Penalty: 4485.320801
	Iteration 3F: 3 clusters Score -1084250 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1084524.125000 Penalty: 4485.320801
	Iteration 4F: 3 clusters Score -1084524 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1084758.125000 Penalty: 4485.320801
	Iteration 5Q: 3 clusters Score -1084758 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1084988.250000 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -1084988 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1085246.500000 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -1085246 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1085480.500000 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -1085480 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1085688.375000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -1085688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1085876.250000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -1085876 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1086032.500000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -1086032 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1086155.500000 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -1086156 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1086259.000000 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -1086259 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1086339.875000 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -1086340 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1086399.250000 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -1086399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1086446.375000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -1086446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1086486.500000 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -1086486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1086514.750000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -1086515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1086544.000000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -1086544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1086565.125000 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -1086565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1086580.250000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -1086580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1086592.375000 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -1086592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1086601.625000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -1086602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1086606.875000 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -1086607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1086614.375000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -1086614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1086620.375000 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -1086620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1086624.875000 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -1086625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1086631.375000 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -1086631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1086640.625000 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -1086641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1086645.500000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -1086646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1086650.875000 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -1086651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1086659.125000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -1086659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1086660.625000 Penalty: 4485.320801
	Iteration 33Q: 3 clusters Score -1086661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1086661.750000 Penalty: 4485.320801
	Iteration 34Q: 3 clusters Score -1086662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1086663.750000 Penalty: 4485.320801
	Iteration 35Q: 3 clusters Score -1086664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1086662.875000 Penalty: 4485.320801
	Iteration 36Q: 3 clusters Score -1086663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1086664.625000 Penalty: 4485.320801
	Iteration 37Q: 3 clusters Score -1086665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086665.500000 Penalty: 4485.320801
	Iteration 38Q: 3 clusters Score -1086666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1086666.500000 Penalty: 4485.320801
	Iteration 39Q: 3 clusters Score -1086666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086666.875000 Penalty: 4485.320801
	Iteration 40F: 3 clusters Score -1086667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086667.625000 Penalty: 4485.320801
	Iteration 41Q: 3 clusters Score -1086668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086667.750000 Penalty: 4485.320801
	Iteration 42Q: 3 clusters Score -1086668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086667.750000 Penalty: 4485.320801
	Iteration 43F: 3 clusters Score -1086668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -577444.750000 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -577444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -573197.250000 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -573197.2 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -574276.375000 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -574276.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -574524.375000 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -574524.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -574733.937500 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -574733.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -574916.437500 Penalty: 4176.548828
	Iteration 4F: 3 clusters Score -574916.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -575105.000000 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -575105 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -575276.625000 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -575276.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -575443.812500 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -575443.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -575562.312500 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -575562.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -575640.125000 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -575640.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -575703.937500 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -575703.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -575762.062500 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -575762.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -575806.000000 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -575806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -575839.312500 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -575839.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -575858.875000 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -575858.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -575877.500000 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -575877.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -575888.812500 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -575888.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -575900.250000 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -575900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -575907.000000 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -575907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -575910.687500 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -575910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -575914.625000 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -575914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -575917.062500 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -575917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -575921.625000 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -575921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -575924.000000 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -575924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -575927.625000 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -575927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -575929.250000 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -575929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -575930.687500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -575930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -575932.687500 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -575932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -575933.812500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -575933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -575937.375000 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -575937.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -575939.375000 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -575939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -575942.937500 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -575942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -575945.062500 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -575945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575945.687500 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -575945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -575948.312500 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -575948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -575948.750000 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -575948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575948.625000 Penalty: 4176.548828
	Iteration 36Q: 3 clusters Score -575948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -575949.437500 Penalty: 4176.548828
	Iteration 37Q: 3 clusters Score -575949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -575950.937500 Penalty: 4176.548828
	Iteration 38Q: 3 clusters Score -575950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575950.875000 Penalty: 4176.548828
	Iteration 39Q: 3 clusters Score -575950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575951.062500 Penalty: 4176.548828
	Iteration 40F: 3 clusters Score -575951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -575953.750000 Penalty: 4176.548828
	Iteration 41Q: 3 clusters Score -575953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -575955.437500 Penalty: 4176.548828
	Iteration 42Q: 3 clusters Score -575955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -575957.187500 Penalty: 4176.548828
	Iteration 43Q: 3 clusters Score -575957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -575958.375000 Penalty: 4176.548828
	Iteration 44Q: 3 clusters Score -575958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575958.312500 Penalty: 4176.548828
	Iteration 45Q: 3 clusters Score -575958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575960.062500 Penalty: 4176.548828
	Iteration 46Q: 3 clusters Score -575960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575960.312500 Penalty: 4176.548828
	Iteration 47Q: 3 clusters Score -575960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -575964.000000 Penalty: 4176.548828
	Iteration 48Q: 3 clusters Score -575964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -575966.312500 Penalty: 4176.548828
	Iteration 49Q: 3 clusters Score -575966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -575967.000000 Penalty: 4176.548828
	Iteration 50Q: 3 clusters Score -575967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575967.875000 Penalty: 4176.548828
	Iteration 51Q: 3 clusters Score -575967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575967.312500 Penalty: 4176.548828
	Iteration 52Q: 3 clusters Score -575967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575969.750000 Penalty: 4176.548828
	Iteration 53Q: 3 clusters Score -575969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575969.937500 Penalty: 4176.548828
	Iteration 54Q: 3 clusters Score -575969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -575971.250000 Penalty: 4176.548828
	Iteration 55Q: 3 clusters Score -575971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575973.125000 Penalty: 4176.548828
	Iteration 56Q: 3 clusters Score -575973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575973.125000 Penalty: 4176.548828
	Iteration 57F: 3 clusters Score -575973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1816263.375000 Penalty: 2383.576172
	Iteration 0F: 2 clusters Score -1816263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1805496.625000 Penalty: 4767.152344
	Iteration 0F: 3 clusters Score -1805497 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1809004.500000 Penalty: 4767.152344
	Iteration 1F: 3 clusters Score -1809004 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1809557.625000 Penalty: 4767.152344
	Iteration 2F: 3 clusters Score -1809558 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1810124.250000 Penalty: 4767.152344
	Iteration 3F: 3 clusters Score -1810124 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1810817.625000 Penalty: 4767.152344
	Iteration 4F: 3 clusters Score -1810818 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1811674.250000 Penalty: 4767.152344
	Iteration 5F: 3 clusters Score -1811674 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1812612.375000 Penalty: 4767.152344
	Iteration 6F: 3 clusters Score -1812612 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1813444.875000 Penalty: 4767.152344
	Iteration 7F: 3 clusters Score -1813445 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1814030.000000 Penalty: 4767.152344
	Iteration 8F: 3 clusters Score -1814030 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1814412.250000 Penalty: 4767.152344
	Iteration 9Q: 3 clusters Score -1814412 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1814646.750000 Penalty: 4767.152344
	Iteration 10Q: 3 clusters Score -1814647 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1814811.250000 Penalty: 4767.152344
	Iteration 11Q: 3 clusters Score -1814811 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1814906.500000 Penalty: 4767.152344
	Iteration 12Q: 3 clusters Score -1814906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1814967.375000 Penalty: 4767.152344
	Iteration 13Q: 3 clusters Score -1814967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1815002.375000 Penalty: 4767.152344
	Iteration 14Q: 3 clusters Score -1815002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1815031.375000 Penalty: 4767.152344
	Iteration 15Q: 3 clusters Score -1815031 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1815047.750000 Penalty: 4767.152344
	Iteration 16Q: 3 clusters Score -1815048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1815058.500000 Penalty: 4767.152344
	Iteration 17Q: 3 clusters Score -1815058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1815071.375000 Penalty: 4767.152344
	Iteration 18Q: 3 clusters Score -1815071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1815084.250000 Penalty: 4767.152344
	Iteration 19Q: 3 clusters Score -1815084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1815085.375000 Penalty: 4767.152344
	Iteration 20F: 3 clusters Score -1815085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1815088.750000 Penalty: 4767.152344
	Iteration 21Q: 3 clusters Score -1815089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1815093.250000 Penalty: 4767.152344
	Iteration 22Q: 3 clusters Score -1815093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1815098.875000 Penalty: 4767.152344
	Iteration 23Q: 3 clusters Score -1815099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1815097.250000 Penalty: 4767.152344
	Iteration 24Q: 3 clusters Score -1815097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1815099.000000 Penalty: 4767.152344
	Iteration 25Q: 3 clusters Score -1815099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1815098.375000 Penalty: 4767.152344
	Iteration 26Q: 3 clusters Score -1815098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1815095.250000 Penalty: 4767.152344
	Iteration 27Q: 3 clusters Score -1815095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1815100.250000 Penalty: 4767.152344
	Iteration 28Q: 3 clusters Score -1815100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1815095.625000 Penalty: 4767.152344
	Iteration 29Q: 3 clusters Score -1815096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1815095.875000 Penalty: 4767.152344
	Iteration 30Q: 3 clusters Score -1815096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1815101.125000 Penalty: 4767.152344
	Iteration 31Q: 3 clusters Score -1815101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1815099.500000 Penalty: 4767.152344
	Iteration 32Q: 3 clusters Score -1815100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1815100.750000 Penalty: 4767.152344
	Iteration 33Q: 3 clusters Score -1815101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1815098.125000 Penalty: 4767.152344
	Iteration 34Q: 3 clusters Score -1815098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1815100.250000 Penalty: 4767.152344
	Iteration 35Q: 3 clusters Score -1815100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1815101.625000 Penalty: 4767.152344
	Iteration 36Q: 3 clusters Score -1815102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1815102.000000 Penalty: 4767.152344
	Iteration 37Q: 3 clusters Score -1815102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1815102.375000 Penalty: 4767.152344
	Iteration 38Q: 3 clusters Score -1815102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1815105.125000 Penalty: 4767.152344
	Iteration 39Q: 3 clusters Score -1815105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1815104.000000 Penalty: 4767.152344
	Iteration 40F: 3 clusters Score -1815104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1815104.375000 Penalty: 4767.152344
	Iteration 41Q: 3 clusters Score -1815104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1815104.375000 Penalty: 4767.152344
	Iteration 42F: 3 clusters Score -1815104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -298531.843750 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -298531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -295707.062500 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -295707.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296282.187500 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -296282.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -296436.750000 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -296436.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296567.093750 Penalty: 3857.161377
	Iteration 3F: 3 clusters Score -296567.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -296665.250000 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -296665.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -296719.906250 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -296719.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -296766.750000 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -296766.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -296792.687500 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -296792.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -296814.437500 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -296814.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -296838.250000 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -296838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -296860.281250 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -296860.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296872.406250 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -296872.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -296890.562500 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -296906.406250 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -296917.937500 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296917.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -296924.406250 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -296928.468750 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -296932.687500 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -296934.312500 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -296935.093750 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -296935.093750 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -69659.929688 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -69659.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68190.687500 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68190.69 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68425.679688 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -68425.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68627.117188 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -68627.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68704.843750 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -68704.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68754.984375 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -68754.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68811.375000 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -68811.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68832.507812 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -68832.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68882.078125 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -68882.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68896.093750 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -68896.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68906.351562 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -68906.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68917.242188 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -68917.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68925.156250 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -68925.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68927.375000 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -68927.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68928.546875 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -68928.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68928.546875 Penalty: 3173.703125
	Iteration 14F: 3 clusters Score -68928.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -273940.281250 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -273940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -271186.218750 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -271186.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -271859.437500 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -271859.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272074.718750 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -272074.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272201.031250 Penalty: 3845.371338
	Iteration 3F: 3 clusters Score -272201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -272325.343750 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -272325.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -272455.593750 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -272455.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272594.218750 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -272594.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -272707.781250 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -272707.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -272826.781250 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -272826.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -272943.593750 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -272943.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -273021.500000 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -273021.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -273060.156250 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -273060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -273073.687500 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -273073.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -273086.343750 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -273086.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -273094.437500 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -273094.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -273107.250000 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -273107.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -273117.812500 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -273117.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -273131.312500 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -273131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -273143.437500 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -273143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -273154.593750 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -273154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -273161.343750 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -273161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -273167.750000 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -273167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -273171.625000 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -273171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -273175.656250 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -273175.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -273180.812500 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -273180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273183.281250 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -273183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273184.468750 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -273184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273186.312500 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -273186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273186.875000 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -273186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273187.593750 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -273187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273187.593750 Penalty: 3845.371338
	Iteration 30F: 3 clusters Score -273187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -368607.625000 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -368607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -365420.562500 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -365420.6 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -366037.093750 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -366037.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -366164.218750 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -366164.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -366235.500000 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -366235.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366281.562500 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -366281.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366309.312500 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -366309.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -366330.843750 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -366330.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366347.812500 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -366347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366361.875000 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -366361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366370.750000 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -366370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366377.500000 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -366377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366384.375000 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -366384.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366394.968750 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -366395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366403.812500 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -366403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -366409.937500 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -366409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -366414.625000 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -366414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366419.687500 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -366419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366425.656250 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -366425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366430.875000 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -366430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366435.468750 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -366435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366442.281250 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -366442.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366447.875000 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -366447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -366450.750000 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -366450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366456.687500 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -366456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -366459.656250 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -366459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -366463.062500 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -366463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366465.187500 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -366465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366466.812500 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -366466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366469.406250 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -366469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366472.031250 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -366472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -366474.468750 Penalty: 3942.924316
	Iteration 30Q: 3 clusters Score -366474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -366474.687500 Penalty: 3942.924316
	Iteration 31Q: 3 clusters Score -366474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -366475.843750 Penalty: 3942.924316
	Iteration 32Q: 3 clusters Score -366475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366475.968750 Penalty: 3942.924316
	Iteration 33Q: 3 clusters Score -366476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366475.968750 Penalty: 3942.924316
	Iteration 34F: 3 clusters Score -366476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Entering Unmasked Estep 
Score: -1889967.500000 Penalty: 2380.215088
	Iteration 0F: 2 clusters Score -1889968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1879333.500000 Penalty: 4760.430176
	Iteration 0F: 3 clusters Score -1879334 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1882732.625000 Penalty: 4760.430176
	Iteration 1F: 3 clusters Score -1882733 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1883190.125000 Penalty: 4760.430176
	Iteration 2F: 3 clusters Score -1883190 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1883636.125000 Penalty: 4760.430176
	Iteration 3F: 3 clusters Score -1883636 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1884005.375000 Penalty: 4760.430176
	Iteration 4F: 3 clusters Score -1884005 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1884370.000000 Penalty: 4760.430176
	Iteration 5Q: 3 clusters Score -1884370 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1884723.625000 Penalty: 4760.430176
	Iteration 6Q: 3 clusters Score -1884724 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1885087.250000 Penalty: 4760.430176
	Iteration 7Q: 3 clusters Score -1885087 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1885434.875000 Penalty: 4760.430176
	Iteration 8Q: 3 clusters Score -1885435 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1885722.250000 Penalty: 4760.430176
	Iteration 9Q: 3 clusters Score -1885722 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1885945.875000 Penalty: 4760.430176
	Iteration 10Q: 3 clusters Score -1885946 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1886098.125000 Penalty: 4760.430176
	Iteration 11Q: 3 clusters Score -1886098 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1886223.875000 Penalty: 4760.430176
	Iteration 12Q: 3 clusters Score -1886224 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1886321.875000 Penalty: 4760.430176
	Iteration 13Q: 3 clusters Score -1886322 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1886396.250000 Penalty: 4760.430176
	Iteration 14Q: 3 clusters Score -1886396 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1886470.500000 Penalty: 4760.430176
	Iteration 15Q: 3 clusters Score -1886470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1886513.625000 Penalty: 4760.430176
	Iteration 16Q: 3 clusters Score -1886514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1886562.375000 Penalty: 4760.430176
	Iteration 17Q: 3 clusters Score -1886562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1886581.125000 Penalty: 4760.430176
	Iteration 18Q: 3 clusters Score -1886581 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1886604.250000 Penalty: 4760.430176
	Iteration 19Q: 3 clusters Score -1886604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1886628.875000 Penalty: 4760.430176
	Iteration 20F: 3 clusters Score -1886629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1886649.250000 Penalty: 4760.430176
	Iteration 21Q: 3 clusters Score -1886649 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1886669.625000 Penalty: 4760.430176
	Iteration 22Q: 3 clusters Score -1886670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1886686.375000 Penalty: 4760.430176
	Iteration 23Q: 3 clusters Score -1886686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1886704.750000 Penalty: 4760.430176
	Iteration 24Q: 3 clusters Score -1886705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1886725.500000 Penalty: 4760.430176
	Iteration 25Q: 3 clusters Score -1886726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1886756.875000 Penalty: 4760.430176
	Iteration 26Q: 3 clusters Score -1886757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1886795.875000 Penalty: 4760.430176
	Iteration 27Q: 3 clusters Score -1886796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1886823.875000 Penalty: 4760.430176
	Iteration 28Q: 3 clusters Score -1886824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1886858.250000 Penalty: 4760.430176
	Iteration 29Q: 3 clusters Score -1886858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1886913.250000 Penalty: 4760.430176
	Iteration 30Q: 3 clusters Score -1886913 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1886973.375000 Penalty: 4760.430176
	Iteration 31Q: 3 clusters Score -1886973 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1887034.500000 Penalty: 4760.430176
	Iteration 32Q: 3 clusters Score -1887034 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1887106.625000 Penalty: 4760.430176
	Iteration 33Q: 3 clusters Score -1887107 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1887195.875000 Penalty: 4760.430176
	Iteration 34Q: 3 clusters Score -1887196 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1887276.000000 Penalty: 4760.430176
	Iteration 35Q: 3 clusters Score -1887276 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1887357.375000 Penalty: 4760.430176
	Iteration 36Q: 3 clusters Score -1887357 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1887434.625000 Penalty: 4760.430176
	Iteration 37Q: 3 clusters Score -1887435 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1887498.000000 Penalty: 4760.430176
	Iteration 38Q: 3 clusters Score -1887498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1887551.250000 Penalty: 4760.430176
	Iteration 39Q: 3 clusters Score -1887551 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1887593.875000 Penalty: 4760.430176
	Iteration 40F: 3 clusters Score -1887594 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1887639.875000 Penalty: 4760.430176
	Iteration 41Q: 3 clusters Score -1887640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1887687.625000 Penalty: 4760.430176
	Iteration 42Q: 3 clusters Score -1887688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1887727.625000 Penalty: 4760.430176
	Iteration 43Q: 3 clusters Score -1887728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1887775.250000 Penalty: 4760.430176
	Iteration 44Q: 3 clusters Score -1887775 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1887815.875000 Penalty: 4760.430176
	Iteration 45Q: 3 clusters Score -1887816 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1887844.500000 Penalty: 4760.430176
	Iteration 46Q: 3 clusters Score -1887844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1887872.250000 Penalty: 4760.430176
	Iteration 47Q: 3 clusters Score -1887872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1887898.625000 Penalty: 4760.430176
	Iteration 48Q: 3 clusters Score -1887899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1887925.875000 Penalty: 4760.430176
	Iteration 49Q: 3 clusters Score -1887926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1887965.000000 Penalty: 4760.430176
	Iteration 50Q: 3 clusters Score -1887965 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1887999.125000 Penalty: 4760.430176
	Iteration 51Q: 3 clusters Score -1887999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1888041.250000 Penalty: 4760.430176
	Iteration 52Q: 3 clusters Score -1888041 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1888092.125000 Penalty: 4760.430176
	Iteration 53Q: 3 clusters Score -1888092 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1888139.125000 Penalty: 4760.430176
	Iteration 54Q: 3 clusters Score -1888139 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1888175.000000 Penalty: 4760.430176
	Iteration 55Q: 3 clusters Score -1888175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1888220.250000 Penalty: 4760.430176
	Iteration 56Q: 3 clusters Score -1888220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1888270.625000 Penalty: 4760.430176
	Iteration 57Q: 3 clusters Score -1888271 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1888322.250000 Penalty: 4760.430176
	Iteration 58Q: 3 clusters Score -1888322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1888366.750000 Penalty: 4760.430176
	Iteration 59Q: 3 clusters Score -1888367 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1888422.750000 Penalty: 4760.430176
	Iteration 60F: 3 clusters Score -1888423 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1888483.750000 Penalty: 4760.430176
	Iteration 61Q: 3 clusters Score -1888484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1888557.500000 Penalty: 4760.430176
	Iteration 62Q: 3 clusters Score -1888558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1888632.125000 Penalty: 4760.430176
	Iteration 63Q: 3 clusters Score -1888632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1888697.625000 Penalty: 4760.430176
	Iteration 64Q: 3 clusters Score -1888698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1888749.375000 Penalty: 4760.430176
	Iteration 65Q: 3 clusters Score -1888749 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1888796.375000 Penalty: 4760.430176
	Iteration 66Q: 3 clusters Score -1888796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1888844.250000 Penalty: 4760.430176
	Iteration 67Q: 3 clusters Score -1888844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1888897.750000 Penalty: 4760.430176
	Iteration 68Q: 3 clusters Score -1888898 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1888946.000000 Penalty: 4760.430176
	Iteration 69Q: 3 clusters Score -1888946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1888993.250000 Penalty: 4760.430176
	Iteration 70Q: 3 clusters Score -1888993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1889004.000000 Penalty: 4760.430176
	Iteration 71Q: 3 clusters Score -1889004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1889028.750000 Penalty: 4760.430176
	Iteration 72Q: 3 clusters Score -1889029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1889048.375000 Penalty: 4760.430176
	Iteration 73Q: 3 clusters Score -1889048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1889066.500000 Penalty: 4760.430176
	Iteration 74Q: 3 clusters Score -1889066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1889087.500000 Penalty: 4760.430176
	Iteration 75Q: 3 clusters Score -1889088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1889103.625000 Penalty: 4760.430176
	Iteration 76Q: 3 clusters Score -1889104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1889120.125000 Penalty: 4760.430176
	Iteration 77Q: 3 clusters Score -1889120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1889146.250000 Penalty: 4760.430176
	Iteration 78Q: 3 clusters Score -1889146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1889173.000000 Penalty: 4760.430176
	Iteration 79Q: 3 clusters Score -1889173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1889201.125000 Penalty: 4760.430176
	Iteration 80F: 3 clusters Score -1889201 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1889242.250000 Penalty: 4760.430176
	Iteration 81Q: 3 clusters Score -1889242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1889287.375000 Penalty: 4760.430176
	Iteration 82Q: 3 clusters Score -1889287 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1889321.500000 Penalty: 4760.430176
	Iteration 83Q: 3 clusters Score -1889322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1889363.250000 Penalty: 4760.430176
	Iteration 84Q: 3 clusters Score -1889363 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1889404.000000 Penalty: 4760.430176
	Iteration 85Q: 3 clusters Score -1889404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1889445.750000 Penalty: 4760.430176
	Iteration 86Q: 3 clusters Score -1889446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1889495.375000 Penalty: 4760.430176
	Iteration 87Q: 3 clusters Score -1889495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1889554.750000 Penalty: 4760.430176
	Iteration 88Q: 3 clusters Score -1889555 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1889661.000000 Penalty: 4760.430176
	Iteration 89Q: 3 clusters Score -1889661 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1889787.500000 Penalty: 4760.430176
	Iteration 90Q: 3 clusters Score -1889788 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1889955.500000 Penalty: 4760.430176
	Iteration 91Q: 3 clusters Score -1889956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1890118.750000 Penalty: 4760.430176
	Iteration 92Q: 3 clusters Score -1890119 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1890368.375000 Penalty: 4760.430176
	Iteration 93Q: 3 clusters Score -1890368 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1890580.375000 Penalty: 4760.430176
	Iteration 94Q: 3 clusters Score -1890580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1890661.750000 Penalty: 4760.430176
	Iteration 95Q: 3 clusters Score -1890662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1890707.000000 Penalty: 4760.430176
	Iteration 96Q: 3 clusters Score -1890707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1890714.250000 Penalty: 4760.430176
	Iteration 97Q: 3 clusters Score -1890714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1890727.250000 Penalty: 4760.430176
	Iteration 98Q: 3 clusters Score -1890727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1890732.875000 Penalty: 4760.430176
	Iteration 99Q: 3 clusters Score -1890733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1890740.875000 Penalty: 4760.430176
	Iteration 100F: 3 clusters Score -1890741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1890739.750000 Penalty: 4760.430176
	Iteration 101Q: 3 clusters Score -1890740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1890744.000000 Penalty: 4760.430176
	Iteration 102Q: 3 clusters Score -1890744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1890747.250000 Penalty: 4760.430176
	Iteration 103Q: 3 clusters Score -1890747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1890754.250000 Penalty: 4760.430176
	Iteration 104Q: 3 clusters Score -1890754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1890751.250000 Penalty: 4760.430176
	Iteration 105Q: 3 clusters Score -1890751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1890754.375000 Penalty: 4760.430176
	Iteration 106Q: 3 clusters Score -1890754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1890751.125000 Penalty: 4760.430176
	Iteration 107Q: 3 clusters Score -1890751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1890751.750000 Penalty: 4760.430176
	Iteration 108Q: 3 clusters Score -1890752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1890751.750000 Penalty: 4760.430176
	Iteration 109F: 3 clusters Score -1890752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8459 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2328 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 12261 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 2469 members 
Entering Unmasked Estep 
Score: -111260880.000000 Penalty: 145996.140625
Splitting cluster 40 changes total score from -111261424.000000 to -111260880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -110143.882812 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -110143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108288.664062 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -108288.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108539.531250 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -108539.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108629.039062 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -108629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108704.679688 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -108704.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108800.851562 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -108800.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -108883.250000 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -108883.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -108927.367188 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -108927.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -108964.929688 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -108964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -109001.492188 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -109001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109021.898438 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -109021.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109042.281250 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -109042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109061.281250 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -109061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109081.640625 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -109081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109105.382812 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -109105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109130.695312 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -109130.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109154.812500 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -109154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109182.789062 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -109182.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109199.437500 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -109199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109200.031250 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -109200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -109201.953125 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -109202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -109204.546875 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -109204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -91469.726562 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -91469.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89759.421875 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -89759.42 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90090.843750 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -90090.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90249.414062 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -90249.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90332.023438 Penalty: 3286.851807
	Iteration 3Q: 3 clusters Score -90332.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90397.078125 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -90397.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90457.507812 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -90457.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90494.382812 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -90494.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90516.781250 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -90516.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90542.695312 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -90542.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90567.898438 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -90567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90584.375000 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -90584.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90600.968750 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -90600.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90608.445312 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -90608.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90610.890625 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -90610.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90616.265625 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -90616.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90627.085938 Penalty: 3286.851807
	Iteration 15Q: 3 clusters Score -90627.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90634.835938 Penalty: 3286.851807
	Iteration 16Q: 3 clusters Score -90634.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90636.960938 Penalty: 3286.851807
	Iteration 17Q: 3 clusters Score -90636.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90636.960938 Penalty: 3286.851807
	Iteration 18F: 3 clusters Score -90636.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8459 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2328 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261408.000000 Penalty: 142600.890625
Iteration 159Q: 43 clusters Score -1.112614e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12831 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83853 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8458 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261400.000000 Penalty: 142600.890625
Iteration 160F: 43 clusters Score -1.112614e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61203 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8748 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83853 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261344.000000 Penalty: 142600.890625
Iteration 161Q: 43 clusters Score -1.112613e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83853 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261384.000000 Penalty: 142600.890625
Iteration 162Q: 43 clusters Score -1.112614e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261392.000000 Penalty: 142600.890625
Iteration 163Q: 43 clusters Score -1.112614e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261392.000000 Penalty: 142600.890625
Iteration 164F: 43 clusters Score -1.112614e+08 nChanged 0
Entering ConstructFrom: 
Score: -111261392.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -733987.062500 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -733987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -728902.125000 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -728902.1 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -730208.437500 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -730208.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -730566.625000 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -730566.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -730858.750000 Penalty: 4300.532715
	Iteration 3F: 3 clusters Score -730858.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -731104.062500 Penalty: 4300.532715
	Iteration 4F: 3 clusters Score -731104.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -731340.312500 Penalty: 4300.532715
	Iteration 5F: 3 clusters Score -731340.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -731519.062500 Penalty: 4300.532715
	Iteration 6Q: 3 clusters Score -731519.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -731659.875000 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -731659.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -731763.812500 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -731763.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -731853.562500 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -731853.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -731913.062500 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -731913.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -731957.625000 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -731957.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -731995.250000 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -731995.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -732019.937500 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -732019.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -732044.937500 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -732044.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -732060.625000 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -732060.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -732070.687500 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -732070.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -732076.750000 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -732076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -732079.875000 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -732079.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -732086.875000 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -732086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -732093.375000 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -732093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -732097.687500 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -732097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -732099.312500 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -732099.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -732102.562500 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -732102.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -732108.875000 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -732108.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -732115.062500 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -732115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -732120.312500 Penalty: 4300.532715
	Iteration 26Q: 3 clusters Score -732120.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -732123.000000 Penalty: 4300.532715
	Iteration 27Q: 3 clusters Score -732123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -732125.875000 Penalty: 4300.532715
	Iteration 28Q: 3 clusters Score -732125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -732124.812500 Penalty: 4300.532715
	Iteration 29Q: 3 clusters Score -732124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -732127.937500 Penalty: 4300.532715
	Iteration 30Q: 3 clusters Score -732127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -732129.562500 Penalty: 4300.532715
	Iteration 31Q: 3 clusters Score -732129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -732129.625000 Penalty: 4300.532715
	Iteration 32Q: 3 clusters Score -732129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -732131.187500 Penalty: 4300.532715
	Iteration 33Q: 3 clusters Score -732131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -732131.187500 Penalty: 4300.532715
	Iteration 34F: 3 clusters Score -732131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (89861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Entering Unmasked Estep 
Score: -11768799.000000 Penalty: 2828.692871
	Iteration 0F: 2 clusters Score -1.17688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -11708774.000000 Penalty: 5657.385742
	Iteration 0F: 3 clusters Score -1.170877e+07 nChanged 42455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -11732931.000000 Penalty: 5657.385742
	Iteration 1F: 3 clusters Score -1.173293e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -11733624.000000 Penalty: 5657.385742
	Iteration 2Q: 3 clusters Score -1.173362e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -11734206.000000 Penalty: 5657.385742
	Iteration 3Q: 3 clusters Score -1.173421e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -11734846.000000 Penalty: 5657.385742
	Iteration 4Q: 3 clusters Score -1.173485e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -11735475.000000 Penalty: 5657.385742
	Iteration 5Q: 3 clusters Score -1.173548e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -11736186.000000 Penalty: 5657.385742
	Iteration 6Q: 3 clusters Score -1.173619e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -11736947.000000 Penalty: 5657.385742
	Iteration 7Q: 3 clusters Score -1.173695e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -11738283.000000 Penalty: 5657.385742
	Iteration 8Q: 3 clusters Score -1.173828e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -11740543.000000 Penalty: 5657.385742
	Iteration 9F: 3 clusters Score -1.174054e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -11744177.000000 Penalty: 5657.385742
	Iteration 10F: 3 clusters Score -1.174418e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -11749396.000000 Penalty: 5657.385742
	Iteration 11F: 3 clusters Score -1.17494e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -11755118.000000 Penalty: 5657.385742
	Iteration 12F: 3 clusters Score -1.175512e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -11759923.000000 Penalty: 5657.385742
	Iteration 13F: 3 clusters Score -1.175992e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -11763126.000000 Penalty: 5657.385742
	Iteration 14Q: 3 clusters Score -1.176313e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -11764948.000000 Penalty: 5657.385742
	Iteration 15Q: 3 clusters Score -1.176495e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -11765744.000000 Penalty: 5657.385742
	Iteration 16Q: 3 clusters Score -1.176574e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -11766119.000000 Penalty: 5657.385742
	Iteration 17Q: 3 clusters Score -1.176612e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -11766251.000000 Penalty: 5657.385742
	Iteration 18Q: 3 clusters Score -1.176625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -11766319.000000 Penalty: 5657.385742
	Iteration 19Q: 3 clusters Score -1.176632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -11766362.000000 Penalty: 5657.385742
	Iteration 20F: 3 clusters Score -1.176636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -11766399.000000 Penalty: 5657.385742
	Iteration 21Q: 3 clusters Score -1.17664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -11766410.000000 Penalty: 5657.385742
	Iteration 22Q: 3 clusters Score -1.176641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -11766432.000000 Penalty: 5657.385742
	Iteration 23Q: 3 clusters Score -1.176643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -11766446.000000 Penalty: 5657.385742
	Iteration 24Q: 3 clusters Score -1.176645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -11766458.000000 Penalty: 5657.385742
	Iteration 25Q: 3 clusters Score -1.176646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -11766467.000000 Penalty: 5657.385742
	Iteration 26Q: 3 clusters Score -1.176647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -11766462.000000 Penalty: 5657.385742
	Iteration 27Q: 3 clusters Score -1.176646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -11766478.000000 Penalty: 5657.385742
	Iteration 28Q: 3 clusters Score -1.176648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -11766473.000000 Penalty: 5657.385742
	Iteration 29Q: 3 clusters Score -1.176647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -11766473.000000 Penalty: 5657.385742
	Iteration 30F: 3 clusters Score -1.176647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -537373.000000 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -537373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -533089.625000 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -533089.6 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -534239.875000 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -534239.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -534672.562500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -534672.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -535176.187500 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -535176.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -535800.625000 Penalty: 4192.569824
	Iteration 4F: 3 clusters Score -535800.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -536300.375000 Penalty: 4192.569824
	Iteration 5F: 3 clusters Score -536300.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -536654.562500 Penalty: 4192.569824
	Iteration 6F: 3 clusters Score -536654.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -536895.125000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -536895.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -537051.625000 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -537051.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -537124.062500 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -537124.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -537163.437500 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -537163.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -537184.812500 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -537184.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -537195.187500 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -537195.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -537198.250000 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -537198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -537203.625000 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -537203.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -537205.937500 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -537205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -537208.625000 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -537208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -537211.437500 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -537211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -537213.500000 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -537213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -537215.625000 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -537215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -537215.437500 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -537215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -537217.937500 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -537217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -537220.000000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -537220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -537222.750000 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -537222.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -537224.937500 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -537224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -537226.812500 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -537226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -537228.750000 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -537228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -537230.250000 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -537230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -537232.062500 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -537232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -537233.375000 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -537233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -537233.812500 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -537233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -537234.500000 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -537234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -537234.437500 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -537234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -537235.875000 Penalty: 4192.569824
	Iteration 33Q: 3 clusters Score -537235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -537235.500000 Penalty: 4192.569824
	Iteration 34Q: 3 clusters Score -537235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -537235.625000 Penalty: 4192.569824
	Iteration 35Q: 3 clusters Score -537235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -537235.062500 Penalty: 4192.569824
	Iteration 36Q: 3 clusters Score -537235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -537235.062500 Penalty: 4192.569824
	Iteration 37F: 3 clusters Score -537235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -735019.812500 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -735019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -730069.500000 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -730069.5 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -731304.187500 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -731304.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -731525.437500 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -731525.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -731669.312500 Penalty: 4286.112305
	Iteration 3F: 3 clusters Score -731669.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -731739.437500 Penalty: 4286.112305
	Iteration 4Q: 3 clusters Score -731739.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -731784.375000 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -731784.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -731819.437500 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -731819.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -731849.437500 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -731849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -731873.437500 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -731873.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -731904.937500 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -731904.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -731938.000000 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -731938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -731969.750000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -731969.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -731998.937500 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -731998.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -732029.187500 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -732029.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -732053.312500 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -732053.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -732075.062500 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -732075.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -732100.437500 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -732100.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -732131.437500 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -732131.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -732167.062500 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -732167.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -732206.125000 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -732206.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -732252.000000 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -732252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -732306.812500 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -732306.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -732360.625000 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -732360.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -732417.500000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -732417.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -732480.812500 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -732480.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -732548.687500 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -732548.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -732604.687500 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -732604.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -732659.937500 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -732659.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -732715.875000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -732715.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -732764.312500 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -732764.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -732807.375000 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -732807.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -732842.812500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -732842.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -732883.312500 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -732883.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -732936.250000 Penalty: 4286.112305
	Iteration 33Q: 3 clusters Score -732936.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -732971.000000 Penalty: 4286.112305
	Iteration 34Q: 3 clusters Score -732971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -733006.062500 Penalty: 4286.112305
	Iteration 35Q: 3 clusters Score -733006.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -733030.375000 Penalty: 4286.112305
	Iteration 36Q: 3 clusters Score -733030.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -733053.062500 Penalty: 4286.112305
	Iteration 37Q: 3 clusters Score -733053.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -733072.625000 Penalty: 4286.112305
	Iteration 38Q: 3 clusters Score -733072.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -733090.625000 Penalty: 4286.112305
	Iteration 39Q: 3 clusters Score -733090.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -733110.750000 Penalty: 4286.112305
	Iteration 40F: 3 clusters Score -733110.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -733129.125000 Penalty: 4286.112305
	Iteration 41Q: 3 clusters Score -733129.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -733156.687500 Penalty: 4286.112305
	Iteration 42Q: 3 clusters Score -733156.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -733183.500000 Penalty: 4286.112305
	Iteration 43Q: 3 clusters Score -733183.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -733211.375000 Penalty: 4286.112305
	Iteration 44Q: 3 clusters Score -733211.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -733228.437500 Penalty: 4286.112305
	Iteration 45Q: 3 clusters Score -733228.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -733238.750000 Penalty: 4286.112305
	Iteration 46Q: 3 clusters Score -733238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -733246.500000 Penalty: 4286.112305
	Iteration 47Q: 3 clusters Score -733246.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -733252.875000 Penalty: 4286.112305
	Iteration 48Q: 3 clusters Score -733252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -733261.000000 Penalty: 4286.112305
	Iteration 49Q: 3 clusters Score -733261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -733265.500000 Penalty: 4286.112305
	Iteration 50Q: 3 clusters Score -733265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -733275.437500 Penalty: 4286.112305
	Iteration 51Q: 3 clusters Score -733275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -733279.687500 Penalty: 4286.112305
	Iteration 52Q: 3 clusters Score -733279.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -733284.312500 Penalty: 4286.112305
	Iteration 53Q: 3 clusters Score -733284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -733287.250000 Penalty: 4286.112305
	Iteration 54Q: 3 clusters Score -733287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -733294.687500 Penalty: 4286.112305
	Iteration 55Q: 3 clusters Score -733294.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -733301.062500 Penalty: 4286.112305
	Iteration 56Q: 3 clusters Score -733301.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -733303.750000 Penalty: 4286.112305
	Iteration 57Q: 3 clusters Score -733303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -733308.750000 Penalty: 4286.112305
	Iteration 58Q: 3 clusters Score -733308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -733316.250000 Penalty: 4286.112305
	Iteration 59Q: 3 clusters Score -733316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -733323.750000 Penalty: 4286.112305
	Iteration 60F: 3 clusters Score -733323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -733329.000000 Penalty: 4286.112305
	Iteration 61Q: 3 clusters Score -733329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -733331.125000 Penalty: 4286.112305
	Iteration 62Q: 3 clusters Score -733331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -733337.062500 Penalty: 4286.112305
	Iteration 63Q: 3 clusters Score -733337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -733340.687500 Penalty: 4286.112305
	Iteration 64Q: 3 clusters Score -733340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -733342.437500 Penalty: 4286.112305
	Iteration 65Q: 3 clusters Score -733342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -733341.937500 Penalty: 4286.112305
	Iteration 66Q: 3 clusters Score -733341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -733341.937500 Penalty: 4286.112305
	Iteration 67F: 3 clusters Score -733341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -574865.750000 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -574865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -570620.062500 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -570620.1 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -571695.312500 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -571695.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -571947.437500 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -571947.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -572147.812500 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -572147.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -572343.375000 Penalty: 4182.307129
	Iteration 4F: 3 clusters Score -572343.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -572523.000000 Penalty: 4182.307129
	Iteration 5F: 3 clusters Score -572523 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -572696.437500 Penalty: 4182.307129
	Iteration 6Q: 3 clusters Score -572696.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -572889.875000 Penalty: 4182.307129
	Iteration 7Q: 3 clusters Score -572889.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -573097.125000 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -573097.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -573295.062500 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -573295.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -573459.125000 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -573459.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -573567.187500 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -573567.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -573618.187500 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -573618.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -573642.687500 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -573642.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -573664.312500 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -573664.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -573677.375000 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -573677.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -573685.875000 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -573685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -573689.437500 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -573689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -573690.000000 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -573690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -573690.125000 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -573690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -573692.687500 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -573692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -573695.437500 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -573695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -573697.000000 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -573697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573697.250000 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -573697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573697.250000 Penalty: 4182.307129
	Iteration 24F: 3 clusters Score -573697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Entering Unmasked Estep 
Score: -7911662.000000 Penalty: 2733.439941
	Iteration 0F: 2 clusters Score -7911662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -7870570.000000 Penalty: 5466.879883
	Iteration 0F: 3 clusters Score -7870570 nChanged 28658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7886761.000000 Penalty: 5466.879883
	Iteration 1F: 3 clusters Score -7886761 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -7887788.500000 Penalty: 5466.879883
	Iteration 2Q: 3 clusters Score -7887788 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -7889213.500000 Penalty: 5466.879883
	Iteration 3Q: 3 clusters Score -7889214 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -7891134.500000 Penalty: 5466.879883
	Iteration 4F: 3 clusters Score -7891134 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -7893658.000000 Penalty: 5466.879883
	Iteration 5F: 3 clusters Score -7893658 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -7896570.000000 Penalty: 5466.879883
	Iteration 6F: 3 clusters Score -7896570 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -7899528.000000 Penalty: 5466.879883
	Iteration 7F: 3 clusters Score -7899528 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -7902540.500000 Penalty: 5466.879883
	Iteration 8F: 3 clusters Score -7902540 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -7905271.000000 Penalty: 5466.879883
	Iteration 9F: 3 clusters Score -7905271 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -7907213.000000 Penalty: 5466.879883
	Iteration 10Q: 3 clusters Score -7907213 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -7908497.500000 Penalty: 5466.879883
	Iteration 11Q: 3 clusters Score -7908498 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -7909176.000000 Penalty: 5466.879883
	Iteration 12Q: 3 clusters Score -7909176 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -7909583.000000 Penalty: 5466.879883
	Iteration 13Q: 3 clusters Score -7909583 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -7909754.000000 Penalty: 5466.879883
	Iteration 14Q: 3 clusters Score -7909754 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -7909854.500000 Penalty: 5466.879883
	Iteration 15Q: 3 clusters Score -7909854 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -7909872.500000 Penalty: 5466.879883
	Iteration 16Q: 3 clusters Score -7909872 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -7909888.500000 Penalty: 5466.879883
	Iteration 17Q: 3 clusters Score -7909888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -7909906.000000 Penalty: 5466.879883
	Iteration 18Q: 3 clusters Score -7909906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7909902.000000 Penalty: 5466.879883
	Iteration 19Q: 3 clusters Score -7909902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -7909919.500000 Penalty: 5466.879883
	Iteration 20F: 3 clusters Score -7909920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -7909926.500000 Penalty: 5466.879883
	Iteration 21Q: 3 clusters Score -7909926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7909922.500000 Penalty: 5466.879883
	Iteration 22Q: 3 clusters Score -7909922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -7909923.000000 Penalty: 5466.879883
	Iteration 23Q: 3 clusters Score -7909923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -7909908.500000 Penalty: 5466.879883
	Iteration 24Q: 3 clusters Score -7909908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7909911.000000 Penalty: 5466.879883
	Iteration 25Q: 3 clusters Score -7909911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -7909907.000000 Penalty: 5466.879883
	Iteration 26Q: 3 clusters Score -7909907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -7909903.500000 Penalty: 5466.879883
	Iteration 27Q: 3 clusters Score -7909904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -7909904.000000 Penalty: 5466.879883
	Iteration 28Q: 3 clusters Score -7909904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -7909909.000000 Penalty: 5466.879883
	Iteration 29Q: 3 clusters Score -7909909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -7909908.000000 Penalty: 5466.879883
	Iteration 30Q: 3 clusters Score -7909908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7909905.000000 Penalty: 5466.879883
	Iteration 31Q: 3 clusters Score -7909905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7909911.500000 Penalty: 5466.879883
	Iteration 32Q: 3 clusters Score -7909912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7909911.500000 Penalty: 5466.879883
	Iteration 33F: 3 clusters Score -7909912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Entering Unmasked Estep 
Score: -6671526.500000 Penalty: 2684.758789
	Iteration 0F: 2 clusters Score -6671526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6637591.000000 Penalty: 5369.517578
	Iteration 0F: 3 clusters Score -6637591 nChanged 23219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6650666.000000 Penalty: 5369.517578
	Iteration 1F: 3 clusters Score -6650666 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6651219.500000 Penalty: 5369.517578
	Iteration 2Q: 3 clusters Score -6651220 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6651739.500000 Penalty: 5369.517578
	Iteration 3Q: 3 clusters Score -6651740 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -6652218.000000 Penalty: 5369.517578
	Iteration 4Q: 3 clusters Score -6652218 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -6652665.000000 Penalty: 5369.517578
	Iteration 5Q: 3 clusters Score -6652665 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6653115.000000 Penalty: 5369.517578
	Iteration 6Q: 3 clusters Score -6653115 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -6653551.000000 Penalty: 5369.517578
	Iteration 7Q: 3 clusters Score -6653551 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -6654050.000000 Penalty: 5369.517578
	Iteration 8Q: 3 clusters Score -6654050 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -6654719.000000 Penalty: 5369.517578
	Iteration 9Q: 3 clusters Score -6654719 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -6655569.000000 Penalty: 5369.517578
	Iteration 10Q: 3 clusters Score -6655569 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -6656665.500000 Penalty: 5369.517578
	Iteration 11Q: 3 clusters Score -6656666 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -6658286.500000 Penalty: 5369.517578
	Iteration 12F: 3 clusters Score -6658286 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6660373.000000 Penalty: 5369.517578
	Iteration 13F: 3 clusters Score -6660373 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -6662653.000000 Penalty: 5369.517578
	Iteration 14F: 3 clusters Score -6662653 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6664561.500000 Penalty: 5369.517578
	Iteration 15Q: 3 clusters Score -6664562 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6665991.500000 Penalty: 5369.517578
	Iteration 16Q: 3 clusters Score -6665992 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6666955.500000 Penalty: 5369.517578
	Iteration 17Q: 3 clusters Score -6666956 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -6667517.500000 Penalty: 5369.517578
	Iteration 18Q: 3 clusters Score -6667518 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6667938.500000 Penalty: 5369.517578
	Iteration 19Q: 3 clusters Score -6667938 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6668215.500000 Penalty: 5369.517578
	Iteration 20F: 3 clusters Score -6668216 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -6668436.000000 Penalty: 5369.517578
	Iteration 21Q: 3 clusters Score -6668436 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -6668585.500000 Penalty: 5369.517578
	Iteration 22Q: 3 clusters Score -6668586 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6668711.500000 Penalty: 5369.517578
	Iteration 23Q: 3 clusters Score -6668712 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6668787.000000 Penalty: 5369.517578
	Iteration 24Q: 3 clusters Score -6668787 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6668853.500000 Penalty: 5369.517578
	Iteration 25Q: 3 clusters Score -6668854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6668924.000000 Penalty: 5369.517578
	Iteration 26Q: 3 clusters Score -6668924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6668996.000000 Penalty: 5369.517578
	Iteration 27Q: 3 clusters Score -6668996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -6669047.000000 Penalty: 5369.517578
	Iteration 28Q: 3 clusters Score -6669047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -6669079.500000 Penalty: 5369.517578
	Iteration 29Q: 3 clusters Score -6669080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -6669109.500000 Penalty: 5369.517578
	Iteration 30Q: 3 clusters Score -6669110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6669127.500000 Penalty: 5369.517578
	Iteration 31Q: 3 clusters Score -6669128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -6669146.000000 Penalty: 5369.517578
	Iteration 32Q: 3 clusters Score -6669146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6669159.500000 Penalty: 5369.517578
	Iteration 33Q: 3 clusters Score -6669160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6669168.000000 Penalty: 5369.517578
	Iteration 34Q: 3 clusters Score -6669168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -6669178.500000 Penalty: 5369.517578
	Iteration 35Q: 3 clusters Score -6669178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -6669185.000000 Penalty: 5369.517578
	Iteration 36Q: 3 clusters Score -6669185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -6669189.000000 Penalty: 5369.517578
	Iteration 37Q: 3 clusters Score -6669189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -6669183.500000 Penalty: 5369.517578
	Iteration 38Q: 3 clusters Score -6669184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6669195.500000 Penalty: 5369.517578
	Iteration 39Q: 3 clusters Score -6669196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -6669198.000000 Penalty: 5369.517578
	Iteration 40F: 3 clusters Score -6669198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -6669196.000000 Penalty: 5369.517578
	Iteration 41Q: 3 clusters Score -6669196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -6669202.000000 Penalty: 5369.517578
	Iteration 42Q: 3 clusters Score -6669202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -6669204.000000 Penalty: 5369.517578
	Iteration 43Q: 3 clusters Score -6669204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -6669216.000000 Penalty: 5369.517578
	Iteration 44Q: 3 clusters Score -6669216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -6669210.000000 Penalty: 5369.517578
	Iteration 45Q: 3 clusters Score -6669210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -6669208.500000 Penalty: 5369.517578
	Iteration 46Q: 3 clusters Score -6669208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -6669212.500000 Penalty: 5369.517578
	Iteration 47Q: 3 clusters Score -6669212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6669216.500000 Penalty: 5369.517578
	Iteration 48Q: 3 clusters Score -6669216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6669222.500000 Penalty: 5369.517578
	Iteration 49Q: 3 clusters Score -6669222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6669224.000000 Penalty: 5369.517578
	Iteration 50Q: 3 clusters Score -6669224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -6669227.500000 Penalty: 5369.517578
	Iteration 51Q: 3 clusters Score -6669228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -6669222.500000 Penalty: 5369.517578
	Iteration 52Q: 3 clusters Score -6669222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6669235.000000 Penalty: 5369.517578
	Iteration 53Q: 3 clusters Score -6669235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -6669240.000000 Penalty: 5369.517578
	Iteration 54Q: 3 clusters Score -6669240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -6669237.000000 Penalty: 5369.517578
	Iteration 55Q: 3 clusters Score -6669237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -6669244.000000 Penalty: 5369.517578
	Iteration 56Q: 3 clusters Score -6669244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6669245.000000 Penalty: 5369.517578
	Iteration 57Q: 3 clusters Score -6669245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -6669248.500000 Penalty: 5369.517578
	Iteration 58Q: 3 clusters Score -6669248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -6669247.000000 Penalty: 5369.517578
	Iteration 59Q: 3 clusters Score -6669247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -6669249.500000 Penalty: 5369.517578
	Iteration 60F: 3 clusters Score -6669250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -6669256.500000 Penalty: 5369.517578
	Iteration 61Q: 3 clusters Score -6669256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6669258.000000 Penalty: 5369.517578
	Iteration 62Q: 3 clusters Score -6669258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -6669261.000000 Penalty: 5369.517578
	Iteration 63Q: 3 clusters Score -6669261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -6669262.500000 Penalty: 5369.517578
	Iteration 64Q: 3 clusters Score -6669262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -6669261.000000 Penalty: 5369.517578
	Iteration 65Q: 3 clusters Score -6669261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -6669265.000000 Penalty: 5369.517578
	Iteration 66Q: 3 clusters Score -6669265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -6669265.000000 Penalty: 5369.517578
	Iteration 67F: 3 clusters Score -6669265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -46138.636719 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -46138.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44806.359375 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -44806.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45077.214844 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -45077.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45269.855469 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -45269.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45434.285156 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -45434.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45597.687500 Penalty: 2986.427490
	Iteration 4F: 3 clusters Score -45597.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45662.839844 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -45662.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45692.375000 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -45692.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45696.878906 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -45696.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45702.210938 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -45702.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45702.210938 Penalty: 2986.427490
	Iteration 9F: 3 clusters Score -45702.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -293081.843750 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -293081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -290185.968750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -290186 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -291272.875000 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -291272.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291747.906250 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -291747.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -291986.656250 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -291986.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -292139.781250 Penalty: 3890.743408
	Iteration 4F: 3 clusters Score -292139.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -292267.125000 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -292267.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -292387.062500 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -292387.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -292503.343750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -292503.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -292581.031250 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -292581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -292651.906250 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -292651.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -292693.312500 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -292693.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -292721.906250 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -292721.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -292741.250000 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -292741.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -292763.250000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -292763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -292781.718750 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -292781.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -292794.250000 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -292794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -292810.531250 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -292810.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -292821.718750 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -292821.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -292828.937500 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -292828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -292831.406250 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -292831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -292834.406250 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -292834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -292840.406250 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -292840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -292843.718750 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -292843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -292847.843750 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -292847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -292849.031250 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -292849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -292849.031250 Penalty: 3890.743408
	Iteration 25F: 3 clusters Score -292849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1797949.000000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1797949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1787688.125000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1787688 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1790941.625000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1790942 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1791309.875000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1791310 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1791599.625000 Penalty: 4739.943848
	Iteration 3F: 3 clusters Score -1791600 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1791871.875000 Penalty: 4739.943848
	Iteration 4Q: 3 clusters Score -1791872 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1792152.750000 Penalty: 4739.943848
	Iteration 5Q: 3 clusters Score -1792153 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1792487.875000 Penalty: 4739.943848
	Iteration 6Q: 3 clusters Score -1792488 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1792897.000000 Penalty: 4739.943848
	Iteration 7Q: 3 clusters Score -1792897 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1793380.250000 Penalty: 4739.943848
	Iteration 8F: 3 clusters Score -1793380 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1793866.750000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1793867 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1794311.125000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1794311 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1794698.125000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1794698 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1795025.500000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1795026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1795306.125000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1795306 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1795498.625000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1795499 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1795625.750000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1795626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1795729.875000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1795730 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1795807.500000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1795808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1795870.000000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1795870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1795911.125000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1795911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1795940.875000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1795941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1795963.500000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1795964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1795981.000000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1795981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1795994.000000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1795994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1796002.875000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1796003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1796011.500000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1796012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1796019.625000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1796020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1796026.125000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1796026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1796035.750000 Penalty: 4739.943848
	Iteration 28Q: 3 clusters Score -1796036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1796048.250000 Penalty: 4739.943848
	Iteration 29Q: 3 clusters Score -1796048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1796046.125000 Penalty: 4739.943848
	Iteration 30Q: 3 clusters Score -1796046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1796045.000000 Penalty: 4739.943848
	Iteration 31Q: 3 clusters Score -1796045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1796045.000000 Penalty: 4739.943848
	Iteration 32F: 3 clusters Score -1796045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Entering Unmasked Estep 
Score: -1509511.250000 Penalty: 2320.030273
	Iteration 0F: 2 clusters Score -1509511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1500987.000000 Penalty: 4640.060547
	Iteration 0F: 3 clusters Score -1500987 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1503900.625000 Penalty: 4640.060547
	Iteration 1F: 3 clusters Score -1503901 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1504808.375000 Penalty: 4640.060547
	Iteration 2F: 3 clusters Score -1504808 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1505775.750000 Penalty: 4640.060547
	Iteration 3F: 3 clusters Score -1505776 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1506666.000000 Penalty: 4640.060547
	Iteration 4F: 3 clusters Score -1506666 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1507303.875000 Penalty: 4640.060547
	Iteration 5F: 3 clusters Score -1507304 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1507690.375000 Penalty: 4640.060547
	Iteration 6F: 3 clusters Score -1507690 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1507921.750000 Penalty: 4640.060547
	Iteration 7Q: 3 clusters Score -1507922 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1508062.000000 Penalty: 4640.060547
	Iteration 8Q: 3 clusters Score -1508062 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1508170.750000 Penalty: 4640.060547
	Iteration 9Q: 3 clusters Score -1508171 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1508272.125000 Penalty: 4640.060547
	Iteration 10Q: 3 clusters Score -1508272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1508336.125000 Penalty: 4640.060547
	Iteration 11Q: 3 clusters Score -1508336 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1508389.375000 Penalty: 4640.060547
	Iteration 12Q: 3 clusters Score -1508389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1508431.125000 Penalty: 4640.060547
	Iteration 13Q: 3 clusters Score -1508431 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1508464.375000 Penalty: 4640.060547
	Iteration 14Q: 3 clusters Score -1508464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1508495.250000 Penalty: 4640.060547
	Iteration 15Q: 3 clusters Score -1508495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1508515.750000 Penalty: 4640.060547
	Iteration 16Q: 3 clusters Score -1508516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1508534.375000 Penalty: 4640.060547
	Iteration 17Q: 3 clusters Score -1508534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1508547.250000 Penalty: 4640.060547
	Iteration 18Q: 3 clusters Score -1508547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1508558.625000 Penalty: 4640.060547
	Iteration 19Q: 3 clusters Score -1508559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1508571.250000 Penalty: 4640.060547
	Iteration 20F: 3 clusters Score -1508571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1508577.250000 Penalty: 4640.060547
	Iteration 21Q: 3 clusters Score -1508577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1508587.625000 Penalty: 4640.060547
	Iteration 22Q: 3 clusters Score -1508588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1508585.500000 Penalty: 4640.060547
	Iteration 23Q: 3 clusters Score -1508586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1508588.000000 Penalty: 4640.060547
	Iteration 24Q: 3 clusters Score -1508588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1508590.625000 Penalty: 4640.060547
	Iteration 25Q: 3 clusters Score -1508591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1508592.000000 Penalty: 4640.060547
	Iteration 26Q: 3 clusters Score -1508592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1508590.375000 Penalty: 4640.060547
	Iteration 27Q: 3 clusters Score -1508590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1508592.875000 Penalty: 4640.060547
	Iteration 28Q: 3 clusters Score -1508593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1508592.625000 Penalty: 4640.060547
	Iteration 29Q: 3 clusters Score -1508593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1508592.375000 Penalty: 4640.060547
	Iteration 30Q: 3 clusters Score -1508592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1508593.250000 Penalty: 4640.060547
	Iteration 31Q: 3 clusters Score -1508593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1508592.250000 Penalty: 4640.060547
	Iteration 32Q: 3 clusters Score -1508592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1508593.375000 Penalty: 4640.060547
	Iteration 33Q: 3 clusters Score -1508593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1508592.875000 Penalty: 4640.060547
	Iteration 34Q: 3 clusters Score -1508593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1508594.500000 Penalty: 4640.060547
	Iteration 35Q: 3 clusters Score -1508594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1508594.250000 Penalty: 4640.060547
	Iteration 36Q: 3 clusters Score -1508594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1508594.125000 Penalty: 4640.060547
	Iteration 37Q: 3 clusters Score -1508594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1508595.625000 Penalty: 4640.060547
	Iteration 38Q: 3 clusters Score -1508596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1508597.125000 Penalty: 4640.060547
	Iteration 39Q: 3 clusters Score -1508597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1508597.125000 Penalty: 4640.060547
	Iteration 40F: 3 clusters Score -1508597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1508597.375000 Penalty: 4640.060547
	Iteration 41Q: 3 clusters Score -1508597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1508598.250000 Penalty: 4640.060547
	Iteration 42Q: 3 clusters Score -1508598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1508598.000000 Penalty: 4640.060547
	Iteration 43Q: 3 clusters Score -1508598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1508597.250000 Penalty: 4640.060547
	Iteration 44Q: 3 clusters Score -1508597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1508598.375000 Penalty: 4640.060547
	Iteration 45Q: 3 clusters Score -1508598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1508598.375000 Penalty: 4640.060547
	Iteration 46F: 3 clusters Score -1508598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -3060748.500000 Penalty: 2498.234375
	Iteration 0F: 2 clusters Score -3060748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3044427.000000 Penalty: 4996.468750
	Iteration 0F: 3 clusters Score -3044427 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3050055.750000 Penalty: 4996.468750
	Iteration 1F: 3 clusters Score -3050056 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3050473.000000 Penalty: 4996.468750
	Iteration 2F: 3 clusters Score -3050473 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3050821.750000 Penalty: 4996.468750
	Iteration 3Q: 3 clusters Score -3050822 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3051120.000000 Penalty: 4996.468750
	Iteration 4Q: 3 clusters Score -3051120 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3051444.500000 Penalty: 4996.468750
	Iteration 5Q: 3 clusters Score -3051444 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3051885.000000 Penalty: 4996.468750
	Iteration 6Q: 3 clusters Score -3051885 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3052493.500000 Penalty: 4996.468750
	Iteration 7Q: 3 clusters Score -3052494 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3053388.000000 Penalty: 4996.468750
	Iteration 8F: 3 clusters Score -3053388 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3054575.750000 Penalty: 4996.468750
	Iteration 9F: 3 clusters Score -3054576 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3055862.500000 Penalty: 4996.468750
	Iteration 10F: 3 clusters Score -3055862 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3057060.250000 Penalty: 4996.468750
	Iteration 11F: 3 clusters Score -3057060 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3057954.250000 Penalty: 4996.468750
	Iteration 12Q: 3 clusters Score -3057954 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3058755.250000 Penalty: 4996.468750
	Iteration 13Q: 3 clusters Score -3058755 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3059246.000000 Penalty: 4996.468750
	Iteration 14Q: 3 clusters Score -3059246 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3059373.750000 Penalty: 4996.468750
	Iteration 15Q: 3 clusters Score -3059374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3059430.250000 Penalty: 4996.468750
	Iteration 16Q: 3 clusters Score -3059430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3059456.500000 Penalty: 4996.468750
	Iteration 17Q: 3 clusters Score -3059456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3059470.750000 Penalty: 4996.468750
	Iteration 18Q: 3 clusters Score -3059471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3059472.500000 Penalty: 4996.468750
	Iteration 19Q: 3 clusters Score -3059472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3059474.500000 Penalty: 4996.468750
	Iteration 20F: 3 clusters Score -3059474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3059476.500000 Penalty: 4996.468750
	Iteration 21Q: 3 clusters Score -3059476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3059478.750000 Penalty: 4996.468750
	Iteration 22Q: 3 clusters Score -3059479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3059478.000000 Penalty: 4996.468750
	Iteration 23Q: 3 clusters Score -3059478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3059485.000000 Penalty: 4996.468750
	Iteration 24Q: 3 clusters Score -3059485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3059490.750000 Penalty: 4996.468750
	Iteration 25Q: 3 clusters Score -3059491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3059484.500000 Penalty: 4996.468750
	Iteration 26Q: 3 clusters Score -3059484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3059484.000000 Penalty: 4996.468750
	Iteration 27Q: 3 clusters Score -3059484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3059485.500000 Penalty: 4996.468750
	Iteration 28Q: 3 clusters Score -3059486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3059487.500000 Penalty: 4996.468750
	Iteration 29Q: 3 clusters Score -3059488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3059487.000000 Penalty: 4996.468750
	Iteration 30Q: 3 clusters Score -3059487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3059487.000000 Penalty: 4996.468750
	Iteration 31F: 3 clusters Score -3059487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Entering Unmasked Estep 
Score: -1629299.750000 Penalty: 2340.849609
	Iteration 0F: 2 clusters Score -1629300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1619889.750000 Penalty: 4681.699219
	Iteration 0F: 3 clusters Score -1619890 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1622686.625000 Penalty: 4681.699219
	Iteration 1F: 3 clusters Score -1622687 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1623021.875000 Penalty: 4681.699219
	Iteration 2F: 3 clusters Score -1623022 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1623255.125000 Penalty: 4681.699219
	Iteration 3Q: 3 clusters Score -1623255 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1623431.125000 Penalty: 4681.699219
	Iteration 4Q: 3 clusters Score -1623431 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1623578.625000 Penalty: 4681.699219
	Iteration 5Q: 3 clusters Score -1623579 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1623691.375000 Penalty: 4681.699219
	Iteration 6Q: 3 clusters Score -1623691 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1623836.000000 Penalty: 4681.699219
	Iteration 7Q: 3 clusters Score -1623836 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1624010.250000 Penalty: 4681.699219
	Iteration 8Q: 3 clusters Score -1624010 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1624247.500000 Penalty: 4681.699219
	Iteration 9Q: 3 clusters Score -1624248 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1624542.625000 Penalty: 4681.699219
	Iteration 10Q: 3 clusters Score -1624543 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1624945.500000 Penalty: 4681.699219
	Iteration 11Q: 3 clusters Score -1624946 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1625400.500000 Penalty: 4681.699219
	Iteration 12F: 3 clusters Score -1625400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1625810.625000 Penalty: 4681.699219
	Iteration 13Q: 3 clusters Score -1625811 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1626147.125000 Penalty: 4681.699219
	Iteration 14Q: 3 clusters Score -1626147 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1626495.625000 Penalty: 4681.699219
	Iteration 15Q: 3 clusters Score -1626496 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1626768.000000 Penalty: 4681.699219
	Iteration 16Q: 3 clusters Score -1626768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1626934.875000 Penalty: 4681.699219
	Iteration 17Q: 3 clusters Score -1626935 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1627050.250000 Penalty: 4681.699219
	Iteration 18Q: 3 clusters Score -1627050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1627143.250000 Penalty: 4681.699219
	Iteration 19Q: 3 clusters Score -1627143 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1627204.750000 Penalty: 4681.699219
	Iteration 20F: 3 clusters Score -1627205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1627249.500000 Penalty: 4681.699219
	Iteration 21Q: 3 clusters Score -1627250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1627282.875000 Penalty: 4681.699219
	Iteration 22Q: 3 clusters Score -1627283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1627303.250000 Penalty: 4681.699219
	Iteration 23Q: 3 clusters Score -1627303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1627316.250000 Penalty: 4681.699219
	Iteration 24Q: 3 clusters Score -1627316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1627323.875000 Penalty: 4681.699219
	Iteration 25Q: 3 clusters Score -1627324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1627326.000000 Penalty: 4681.699219
	Iteration 26Q: 3 clusters Score -1627326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1627331.625000 Penalty: 4681.699219
	Iteration 27Q: 3 clusters Score -1627332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1627340.500000 Penalty: 4681.699219
	Iteration 28Q: 3 clusters Score -1627340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1627337.000000 Penalty: 4681.699219
	Iteration 29Q: 3 clusters Score -1627337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1627343.625000 Penalty: 4681.699219
	Iteration 30Q: 3 clusters Score -1627344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1627348.000000 Penalty: 4681.699219
	Iteration 31Q: 3 clusters Score -1627348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1627348.375000 Penalty: 4681.699219
	Iteration 32Q: 3 clusters Score -1627348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1627348.875000 Penalty: 4681.699219
	Iteration 33Q: 3 clusters Score -1627349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1627353.000000 Penalty: 4681.699219
	Iteration 34Q: 3 clusters Score -1627353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1627350.375000 Penalty: 4681.699219
	Iteration 35Q: 3 clusters Score -1627350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1627351.875000 Penalty: 4681.699219
	Iteration 36Q: 3 clusters Score -1627352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1627353.125000 Penalty: 4681.699219
	Iteration 37Q: 3 clusters Score -1627353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1627352.375000 Penalty: 4681.699219
	Iteration 38Q: 3 clusters Score -1627352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1627353.750000 Penalty: 4681.699219
	Iteration 39Q: 3 clusters Score -1627354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1627352.875000 Penalty: 4681.699219
	Iteration 40F: 3 clusters Score -1627353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1627356.000000 Penalty: 4681.699219
	Iteration 41Q: 3 clusters Score -1627356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1627355.375000 Penalty: 4681.699219
	Iteration 42Q: 3 clusters Score -1627355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1627356.750000 Penalty: 4681.699219
	Iteration 43Q: 3 clusters Score -1627357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1627357.500000 Penalty: 4681.699219
	Iteration 44Q: 3 clusters Score -1627358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1627358.125000 Penalty: 4681.699219
	Iteration 45Q: 3 clusters Score -1627358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1627360.375000 Penalty: 4681.699219
	Iteration 46Q: 3 clusters Score -1627360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1627361.125000 Penalty: 4681.699219
	Iteration 47Q: 3 clusters Score -1627361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1627361.125000 Penalty: 4681.699219
	Iteration 48F: 3 clusters Score -1627361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Entering Unmasked Estep 
Score: -15322630.000000 Penalty: 2894.800781
	Iteration 0F: 2 clusters Score -1.532263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -15244281.000000 Penalty: 5789.601562
	Iteration 0F: 3 clusters Score -1.524428e+07 nChanged 55592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -15275678.000000 Penalty: 5789.601562
	Iteration 1F: 3 clusters Score -1.527568e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -15276300.000000 Penalty: 5789.601562
	Iteration 2Q: 3 clusters Score -1.52763e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -15277213.000000 Penalty: 5789.601562
	Iteration 3Q: 3 clusters Score -1.527721e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -15278466.000000 Penalty: 5789.601562
	Iteration 4Q: 3 clusters Score -1.527847e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -15280578.000000 Penalty: 5789.601562
	Iteration 5Q: 3 clusters Score -1.528058e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -15284255.000000 Penalty: 5789.601562
	Iteration 6F: 3 clusters Score -1.528426e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -15289633.000000 Penalty: 5789.601562
	Iteration 7F: 3 clusters Score -1.528963e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -15296842.000000 Penalty: 5789.601562
	Iteration 8F: 3 clusters Score -1.529684e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -15304075.000000 Penalty: 5789.601562
	Iteration 9F: 3 clusters Score -1.530408e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -15310031.000000 Penalty: 5789.601562
	Iteration 10F: 3 clusters Score -1.531003e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -15314645.000000 Penalty: 5789.601562
	Iteration 11Q: 3 clusters Score -1.531464e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -15317589.000000 Penalty: 5789.601562
	Iteration 12Q: 3 clusters Score -1.531759e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -15318976.000000 Penalty: 5789.601562
	Iteration 13Q: 3 clusters Score -1.531898e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
Score: -15319573.000000 Penalty: 5789.601562
	Iteration 14Q: 3 clusters Score -1.531957e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -15319867.000000 Penalty: 5789.601562
	Iteration 15Q: 3 clusters Score -1.531987e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -15320020.000000 Penalty: 5789.601562
	Iteration 16Q: 3 clusters Score -1.532002e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 116840 members 
Entering Unmasked Estep 
Score: -15320134.000000 Penalty: 5789.601562
	Iteration 17Q: 3 clusters Score -1.532013e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -15320183.000000 Penalty: 5789.601562
	Iteration 18Q: 3 clusters Score -1.532018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -15320204.000000 Penalty: 5789.601562
	Iteration 19Q: 3 clusters Score -1.53202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -15320215.000000 Penalty: 5789.601562
	Iteration 20F: 3 clusters Score -1.532022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -15320219.000000 Penalty: 5789.601562
	Iteration 21Q: 3 clusters Score -1.532022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -15320236.000000 Penalty: 5789.601562
	Iteration 22Q: 3 clusters Score -1.532024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -15320238.000000 Penalty: 5789.601562
	Iteration 23Q: 3 clusters Score -1.532024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -15320230.000000 Penalty: 5789.601562
	Iteration 24Q: 3 clusters Score -1.532023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -15320232.000000 Penalty: 5789.601562
	Iteration 25Q: 3 clusters Score -1.532023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -15320238.000000 Penalty: 5789.601562
	Iteration 26Q: 3 clusters Score -1.532024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -15320237.000000 Penalty: 5789.601562
	Iteration 27Q: 3 clusters Score -1.532024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -15320237.000000 Penalty: 5789.601562
	Iteration 28F: 3 clusters Score -1.532024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1241381.750000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1241382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1233990.125000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1233990 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1236119.125000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1236119 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1236502.625000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1236503 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1236809.875000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1236810 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1237134.375000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -1237134 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1237465.750000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -1237466 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1237754.125000 Penalty: 4548.236328
	Iteration 6Q: 3 clusters Score -1237754 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1238037.125000 Penalty: 4548.236328
	Iteration 7Q: 3 clusters Score -1238037 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1238280.375000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -1238280 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1238478.125000 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -1238478 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1238637.750000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1238638 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1238750.000000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1238750 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1238846.125000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1238846 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1238934.000000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1238934 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1239026.750000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1239027 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1239129.750000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1239130 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1239233.500000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1239234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1239316.625000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1239317 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1239362.375000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1239362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1239391.000000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1239391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1239410.000000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1239410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1239427.000000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1239427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1239433.750000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1239434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1239445.000000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1239445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1239452.250000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1239452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1239468.625000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1239469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1239478.125000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1239478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1239490.000000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1239490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1239508.500000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1239508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1239531.750000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1239532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1239552.375000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1239552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1239588.500000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -1239588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1239628.125000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -1239628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1239674.125000 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -1239674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1239718.250000 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -1239718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1239766.500000 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -1239766 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1239831.875000 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -1239832 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1239891.500000 Penalty: 4548.236328
	Iteration 37Q: 3 clusters Score -1239892 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1239957.750000 Penalty: 4548.236328
	Iteration 38Q: 3 clusters Score -1239958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1240047.750000 Penalty: 4548.236328
	Iteration 39Q: 3 clusters Score -1240048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1240155.625000 Penalty: 4548.236328
	Iteration 40F: 3 clusters Score -1240156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1240270.250000 Penalty: 4548.236328
	Iteration 41Q: 3 clusters Score -1240270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1240420.000000 Penalty: 4548.236328
	Iteration 42Q: 3 clusters Score -1240420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1240553.750000 Penalty: 4548.236328
	Iteration 43Q: 3 clusters Score -1240554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1240639.625000 Penalty: 4548.236328
	Iteration 44Q: 3 clusters Score -1240640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1240690.500000 Penalty: 4548.236328
	Iteration 45Q: 3 clusters Score -1240690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1240729.125000 Penalty: 4548.236328
	Iteration 46Q: 3 clusters Score -1240729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1240752.125000 Penalty: 4548.236328
	Iteration 47Q: 3 clusters Score -1240752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1240764.125000 Penalty: 4548.236328
	Iteration 48Q: 3 clusters Score -1240764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1240771.625000 Penalty: 4548.236328
	Iteration 49Q: 3 clusters Score -1240772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1240771.625000 Penalty: 4548.236328
	Iteration 50Q: 3 clusters Score -1240772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1240772.125000 Penalty: 4548.236328
	Iteration 51Q: 3 clusters Score -1240772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1240772.125000 Penalty: 4548.236328
	Iteration 52F: 3 clusters Score -1240772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Entering Unmasked Estep 
Score: -5289959.500000 Penalty: 2650.336670
	Iteration 0F: 2 clusters Score -5289960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -5260384.000000 Penalty: 5300.673340
	Iteration 0F: 3 clusters Score -5260384 nChanged 20175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -5272837.000000 Penalty: 5300.673340
	Iteration 1F: 3 clusters Score -5272837 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5274480.000000 Penalty: 5300.673340
	Iteration 2F: 3 clusters Score -5274480 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5276130.500000 Penalty: 5300.673340
	Iteration 3F: 3 clusters Score -5276130 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5277720.500000 Penalty: 5300.673340
	Iteration 4F: 3 clusters Score -5277720 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5279067.500000 Penalty: 5300.673340
	Iteration 5F: 3 clusters Score -5279068 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5280237.500000 Penalty: 5300.673340
	Iteration 6F: 3 clusters Score -5280238 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -5281157.000000 Penalty: 5300.673340
	Iteration 7Q: 3 clusters Score -5281157 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5281826.000000 Penalty: 5300.673340
	Iteration 8Q: 3 clusters Score -5281826 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5282347.500000 Penalty: 5300.673340
	Iteration 9Q: 3 clusters Score -5282348 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5282791.500000 Penalty: 5300.673340
	Iteration 10Q: 3 clusters Score -5282792 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5283147.500000 Penalty: 5300.673340
	Iteration 11Q: 3 clusters Score -5283148 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -5283508.500000 Penalty: 5300.673340
	Iteration 12Q: 3 clusters Score -5283508 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5283800.500000 Penalty: 5300.673340
	Iteration 13Q: 3 clusters Score -5283800 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5284097.000000 Penalty: 5300.673340
	Iteration 14Q: 3 clusters Score -5284097 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5284383.000000 Penalty: 5300.673340
	Iteration 15Q: 3 clusters Score -5284383 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5284669.500000 Penalty: 5300.673340
	Iteration 16Q: 3 clusters Score -5284670 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5284963.500000 Penalty: 5300.673340
	Iteration 17Q: 3 clusters Score -5284964 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -5285242.500000 Penalty: 5300.673340
	Iteration 18Q: 3 clusters Score -5285242 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -5285563.500000 Penalty: 5300.673340
	Iteration 19Q: 3 clusters Score -5285564 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -5285865.000000 Penalty: 5300.673340
	Iteration 20F: 3 clusters Score -5285865 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -5286140.500000 Penalty: 5300.673340
	Iteration 21Q: 3 clusters Score -5286140 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5286405.000000 Penalty: 5300.673340
	Iteration 22Q: 3 clusters Score -5286405 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -5286654.000000 Penalty: 5300.673340
	Iteration 23Q: 3 clusters Score -5286654 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -5286825.500000 Penalty: 5300.673340
	Iteration 24Q: 3 clusters Score -5286826 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -5286954.500000 Penalty: 5300.673340
	Iteration 25Q: 3 clusters Score -5286954 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5287158.000000 Penalty: 5300.673340
	Iteration 26Q: 3 clusters Score -5287158 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -5287327.500000 Penalty: 5300.673340
	Iteration 27Q: 3 clusters Score -5287328 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5287482.000000 Penalty: 5300.673340
	Iteration 28Q: 3 clusters Score -5287482 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5287619.000000 Penalty: 5300.673340
	Iteration 29Q: 3 clusters Score -5287619 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5287755.000000 Penalty: 5300.673340
	Iteration 30Q: 3 clusters Score -5287755 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -5287880.000000 Penalty: 5300.673340
	Iteration 31Q: 3 clusters Score -5287880 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5287996.000000 Penalty: 5300.673340
	Iteration 32Q: 3 clusters Score -5287996 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5288112.000000 Penalty: 5300.673340
	Iteration 33Q: 3 clusters Score -5288112 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5288238.000000 Penalty: 5300.673340
	Iteration 34Q: 3 clusters Score -5288238 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5288379.500000 Penalty: 5300.673340
	Iteration 35Q: 3 clusters Score -5288380 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5288465.500000 Penalty: 5300.673340
	Iteration 36Q: 3 clusters Score -5288466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5288568.500000 Penalty: 5300.673340
	Iteration 37Q: 3 clusters Score -5288568 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5288652.500000 Penalty: 5300.673340
	Iteration 38Q: 3 clusters Score -5288652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5288729.500000 Penalty: 5300.673340
	Iteration 39Q: 3 clusters Score -5288730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5288786.500000 Penalty: 5300.673340
	Iteration 40F: 3 clusters Score -5288786 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5288850.500000 Penalty: 5300.673340
	Iteration 41Q: 3 clusters Score -5288850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5288895.500000 Penalty: 5300.673340
	Iteration 42Q: 3 clusters Score -5288896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5288927.000000 Penalty: 5300.673340
	Iteration 43Q: 3 clusters Score -5288927 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5288968.500000 Penalty: 5300.673340
	Iteration 44Q: 3 clusters Score -5288968 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5289006.000000 Penalty: 5300.673340
	Iteration 45Q: 3 clusters Score -5289006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5289049.500000 Penalty: 5300.673340
	Iteration 46Q: 3 clusters Score -5289050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5289072.500000 Penalty: 5300.673340
	Iteration 47Q: 3 clusters Score -5289072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5289082.500000 Penalty: 5300.673340
	Iteration 48Q: 3 clusters Score -5289082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5289107.500000 Penalty: 5300.673340
	Iteration 49Q: 3 clusters Score -5289108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5289110.000000 Penalty: 5300.673340
	Iteration 50Q: 3 clusters Score -5289110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5289133.500000 Penalty: 5300.673340
	Iteration 51Q: 3 clusters Score -5289134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5289124.500000 Penalty: 5300.673340
	Iteration 52Q: 3 clusters Score -5289124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5289125.000000 Penalty: 5300.673340
	Iteration 53Q: 3 clusters Score -5289125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5289132.000000 Penalty: 5300.673340
	Iteration 54Q: 3 clusters Score -5289132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5289154.500000 Penalty: 5300.673340
	Iteration 55Q: 3 clusters Score -5289154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5289152.500000 Penalty: 5300.673340
	Iteration 56Q: 3 clusters Score -5289152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5289157.000000 Penalty: 5300.673340
	Iteration 57Q: 3 clusters Score -5289157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5289162.000000 Penalty: 5300.673340
	Iteration 58Q: 3 clusters Score -5289162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5289175.500000 Penalty: 5300.673340
	Iteration 59Q: 3 clusters Score -5289176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5289170.500000 Penalty: 5300.673340
	Iteration 60F: 3 clusters Score -5289170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5289169.000000 Penalty: 5300.673340
	Iteration 61Q: 3 clusters Score -5289169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5289178.000000 Penalty: 5300.673340
	Iteration 62Q: 3 clusters Score -5289178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5289177.000000 Penalty: 5300.673340
	Iteration 63Q: 3 clusters Score -5289177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5289178.000000 Penalty: 5300.673340
	Iteration 64Q: 3 clusters Score -5289178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5289178.000000 Penalty: 5300.673340
	Iteration 65F: 3 clusters Score -5289178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -1080949.500000 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -1080950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1074437.875000 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -1074438 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1076271.500000 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -1076272 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1076641.000000 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -1076641 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1076932.375000 Penalty: 4470.803711
	Iteration 3F: 3 clusters Score -1076932 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1077182.625000 Penalty: 4470.803711
	Iteration 4F: 3 clusters Score -1077183 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1077389.000000 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -1077389 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1077576.625000 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -1077577 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1077754.125000 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -1077754 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1077923.625000 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -1077924 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1078075.000000 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -1078075 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1078198.375000 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -1078198 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1078294.000000 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -1078294 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1078376.625000 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -1078377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1078455.375000 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -1078455 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1078522.000000 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -1078522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1078567.375000 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -1078567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1078595.500000 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -1078596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1078622.875000 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -1078623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1078653.625000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -1078654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1078678.000000 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -1078678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1078701.625000 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -1078702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1078720.375000 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -1078720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1078739.500000 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -1078740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1078756.250000 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -1078756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1078774.375000 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -1078774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1078785.375000 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -1078785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1078801.250000 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -1078801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1078810.500000 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -1078810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1078821.375000 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -1078821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1078834.750000 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -1078835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1078849.000000 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -1078849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1078867.500000 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -1078868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1078888.125000 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -1078888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1078911.500000 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -1078912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1078931.000000 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -1078931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1078955.250000 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -1078955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1078980.375000 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -1078980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1079007.375000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -1079007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1079022.500000 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -1079022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1079038.875000 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -1079039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1079053.125000 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -1079053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1079066.625000 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -1079067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1079081.375000 Penalty: 4470.803711
	Iteration 42Q: 3 clusters Score -1079081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1079092.250000 Penalty: 4470.803711
	Iteration 43Q: 3 clusters Score -1079092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1079104.125000 Penalty: 4470.803711
	Iteration 44Q: 3 clusters Score -1079104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1079120.375000 Penalty: 4470.803711
	Iteration 45Q: 3 clusters Score -1079120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1079135.875000 Penalty: 4470.803711
	Iteration 46Q: 3 clusters Score -1079136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1079149.500000 Penalty: 4470.803711
	Iteration 47Q: 3 clusters Score -1079150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1079163.625000 Penalty: 4470.803711
	Iteration 48Q: 3 clusters Score -1079164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1079170.625000 Penalty: 4470.803711
	Iteration 49Q: 3 clusters Score -1079171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1079184.750000 Penalty: 4470.803711
	Iteration 50Q: 3 clusters Score -1079185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1079190.125000 Penalty: 4470.803711
	Iteration 51Q: 3 clusters Score -1079190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1079197.750000 Penalty: 4470.803711
	Iteration 52Q: 3 clusters Score -1079198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1079206.500000 Penalty: 4470.803711
	Iteration 53Q: 3 clusters Score -1079206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1079210.250000 Penalty: 4470.803711
	Iteration 54Q: 3 clusters Score -1079210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1079217.000000 Penalty: 4470.803711
	Iteration 55Q: 3 clusters Score -1079217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1079221.125000 Penalty: 4470.803711
	Iteration 56Q: 3 clusters Score -1079221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1079221.250000 Penalty: 4470.803711
	Iteration 57Q: 3 clusters Score -1079221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1079224.625000 Penalty: 4470.803711
	Iteration 58Q: 3 clusters Score -1079225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1079229.000000 Penalty: 4470.803711
	Iteration 59Q: 3 clusters Score -1079229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1079232.375000 Penalty: 4470.803711
	Iteration 60F: 3 clusters Score -1079232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1079232.125000 Penalty: 4470.803711
	Iteration 61Q: 3 clusters Score -1079232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1079232.750000 Penalty: 4470.803711
	Iteration 62Q: 3 clusters Score -1079233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1079235.125000 Penalty: 4470.803711
	Iteration 63Q: 3 clusters Score -1079235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1079235.500000 Penalty: 4470.803711
	Iteration 64Q: 3 clusters Score -1079236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1079236.125000 Penalty: 4470.803711
	Iteration 65Q: 3 clusters Score -1079236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1079236.750000 Penalty: 4470.803711
	Iteration 66Q: 3 clusters Score -1079237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1079239.000000 Penalty: 4470.803711
	Iteration 67Q: 3 clusters Score -1079239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1079240.625000 Penalty: 4470.803711
	Iteration 68Q: 3 clusters Score -1079241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1079243.250000 Penalty: 4470.803711
	Iteration 69Q: 3 clusters Score -1079243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1079246.000000 Penalty: 4470.803711
	Iteration 70Q: 3 clusters Score -1079246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1079246.500000 Penalty: 4470.803711
	Iteration 71Q: 3 clusters Score -1079246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1079249.875000 Penalty: 4470.803711
	Iteration 72Q: 3 clusters Score -1079250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1079254.625000 Penalty: 4470.803711
	Iteration 73Q: 3 clusters Score -1079255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1079260.750000 Penalty: 4470.803711
	Iteration 74Q: 3 clusters Score -1079261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1079263.625000 Penalty: 4470.803711
	Iteration 75Q: 3 clusters Score -1079264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1079267.125000 Penalty: 4470.803711
	Iteration 76Q: 3 clusters Score -1079267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1079272.875000 Penalty: 4470.803711
	Iteration 77Q: 3 clusters Score -1079273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1079275.875000 Penalty: 4470.803711
	Iteration 78Q: 3 clusters Score -1079276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1079278.625000 Penalty: 4470.803711
	Iteration 79Q: 3 clusters Score -1079279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1079280.500000 Penalty: 4470.803711
	Iteration 80F: 3 clusters Score -1079280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1079284.250000 Penalty: 4470.803711
	Iteration 81Q: 3 clusters Score -1079284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1079284.500000 Penalty: 4470.803711
	Iteration 82Q: 3 clusters Score -1079284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1079287.250000 Penalty: 4470.803711
	Iteration 83Q: 3 clusters Score -1079287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1079286.500000 Penalty: 4470.803711
	Iteration 84Q: 3 clusters Score -1079286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1079287.250000 Penalty: 4470.803711
	Iteration 85Q: 3 clusters Score -1079287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1079288.250000 Penalty: 4470.803711
	Iteration 86Q: 3 clusters Score -1079288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1079289.500000 Penalty: 4470.803711
	Iteration 87Q: 3 clusters Score -1079290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1079291.500000 Penalty: 4470.803711
	Iteration 88Q: 3 clusters Score -1079292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1079291.500000 Penalty: 4470.803711
	Iteration 89F: 3 clusters Score -1079292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -644212.812500 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -644212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -639644.812500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -639644.8 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -640760.312500 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -640760.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -641010.187500 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -641010.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -641237.812500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -641237.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -641478.062500 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -641478.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -641741.750000 Penalty: 4226.310059
	Iteration 5F: 3 clusters Score -641741.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -642004.437500 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -642004.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -642216.250000 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -642216.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -642346.000000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -642346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -642426.375000 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -642426.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -642472.687500 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -642472.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -642501.375000 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -642501.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -642517.687500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -642517.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -642531.187500 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -642531.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -642539.687500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -642539.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -642544.125000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -642544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -642550.187500 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -642550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -642555.687500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -642555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -642557.062500 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -642557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -642558.750000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -642558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -642561.062500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -642561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -642562.625000 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -642562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -642567.187500 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -642567.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -642569.312500 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -642569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -642571.687500 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -642571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -642571.937500 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -642571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -642574.375000 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -642574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -642574.687500 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -642574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -642574.500000 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -642574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -642573.687500 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -642573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -642573.687500 Penalty: 4226.310059
	Iteration 30F: 3 clusters Score -642573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -832922.937500 Penalty: 2187.313477
	Iteration 0F: 2 clusters Score -832922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -827319.687500 Penalty: 4374.626953
	Iteration 0F: 3 clusters Score -827319.7 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -829086.375000 Penalty: 4374.626953
	Iteration 1F: 3 clusters Score -829086.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -829457.000000 Penalty: 4374.626953
	Iteration 2F: 3 clusters Score -829457 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -829659.500000 Penalty: 4374.626953
	Iteration 3F: 3 clusters Score -829659.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -829808.937500 Penalty: 4374.626953
	Iteration 4Q: 3 clusters Score -829808.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -829968.937500 Penalty: 4374.626953
	Iteration 5Q: 3 clusters Score -829968.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -830120.000000 Penalty: 4374.626953
	Iteration 6Q: 3 clusters Score -830120 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -830244.500000 Penalty: 4374.626953
	Iteration 7Q: 3 clusters Score -830244.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -830367.187500 Penalty: 4374.626953
	Iteration 8Q: 3 clusters Score -830367.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -830502.500000 Penalty: 4374.626953
	Iteration 9Q: 3 clusters Score -830502.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -830627.812500 Penalty: 4374.626953
	Iteration 10Q: 3 clusters Score -830627.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -830735.125000 Penalty: 4374.626953
	Iteration 11Q: 3 clusters Score -830735.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -830811.250000 Penalty: 4374.626953
	Iteration 12Q: 3 clusters Score -830811.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -830870.125000 Penalty: 4374.626953
	Iteration 13Q: 3 clusters Score -830870.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -830923.625000 Penalty: 4374.626953
	Iteration 14Q: 3 clusters Score -830923.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -830970.937500 Penalty: 4374.626953
	Iteration 15Q: 3 clusters Score -830970.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -831019.437500 Penalty: 4374.626953
	Iteration 16Q: 3 clusters Score -831019.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -831071.437500 Penalty: 4374.626953
	Iteration 17Q: 3 clusters Score -831071.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -831127.750000 Penalty: 4374.626953
	Iteration 18Q: 3 clusters Score -831127.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -831176.562500 Penalty: 4374.626953
	Iteration 19Q: 3 clusters Score -831176.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -831210.125000 Penalty: 4374.626953
	Iteration 20F: 3 clusters Score -831210.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -831242.062500 Penalty: 4374.626953
	Iteration 21Q: 3 clusters Score -831242.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -831276.187500 Penalty: 4374.626953
	Iteration 22Q: 3 clusters Score -831276.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -831303.500000 Penalty: 4374.626953
	Iteration 23Q: 3 clusters Score -831303.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -831320.812500 Penalty: 4374.626953
	Iteration 24Q: 3 clusters Score -831320.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -831335.125000 Penalty: 4374.626953
	Iteration 25Q: 3 clusters Score -831335.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -831347.812500 Penalty: 4374.626953
	Iteration 26Q: 3 clusters Score -831347.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -831358.062500 Penalty: 4374.626953
	Iteration 27Q: 3 clusters Score -831358.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -831365.250000 Penalty: 4374.626953
	Iteration 28Q: 3 clusters Score -831365.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -831378.625000 Penalty: 4374.626953
	Iteration 29Q: 3 clusters Score -831378.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -831393.062500 Penalty: 4374.626953
	Iteration 30Q: 3 clusters Score -831393.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -831403.562500 Penalty: 4374.626953
	Iteration 31Q: 3 clusters Score -831403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -831410.500000 Penalty: 4374.626953
	Iteration 32Q: 3 clusters Score -831410.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -831415.312500 Penalty: 4374.626953
	Iteration 33Q: 3 clusters Score -831415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -831421.437500 Penalty: 4374.626953
	Iteration 34Q: 3 clusters Score -831421.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -831425.062500 Penalty: 4374.626953
	Iteration 35Q: 3 clusters Score -831425.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -831427.875000 Penalty: 4374.626953
	Iteration 36Q: 3 clusters Score -831427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -831431.250000 Penalty: 4374.626953
	Iteration 37Q: 3 clusters Score -831431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -831433.937500 Penalty: 4374.626953
	Iteration 38Q: 3 clusters Score -831433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -831439.062500 Penalty: 4374.626953
	Iteration 39Q: 3 clusters Score -831439.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -831446.125000 Penalty: 4374.626953
	Iteration 40F: 3 clusters Score -831446.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -831456.250000 Penalty: 4374.626953
	Iteration 41Q: 3 clusters Score -831456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -831462.687500 Penalty: 4374.626953
	Iteration 42Q: 3 clusters Score -831462.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -831464.250000 Penalty: 4374.626953
	Iteration 43Q: 3 clusters Score -831464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -831468.312500 Penalty: 4374.626953
	Iteration 44Q: 3 clusters Score -831468.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -831471.500000 Penalty: 4374.626953
	Iteration 45Q: 3 clusters Score -831471.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -831476.125000 Penalty: 4374.626953
	Iteration 46Q: 3 clusters Score -831476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -831478.375000 Penalty: 4374.626953
	Iteration 47Q: 3 clusters Score -831478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -831478.062500 Penalty: 4374.626953
	Iteration 48Q: 3 clusters Score -831478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -831480.000000 Penalty: 4374.626953
	Iteration 49Q: 3 clusters Score -831480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -831482.437500 Penalty: 4374.626953
	Iteration 50Q: 3 clusters Score -831482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -831483.250000 Penalty: 4374.626953
	Iteration 51Q: 3 clusters Score -831483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -831482.937500 Penalty: 4374.626953
	Iteration 52Q: 3 clusters Score -831482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -831483.875000 Penalty: 4374.626953
	Iteration 53Q: 3 clusters Score -831483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -831484.562500 Penalty: 4374.626953
	Iteration 54Q: 3 clusters Score -831484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -831484.562500 Penalty: 4374.626953
	Iteration 55F: 3 clusters Score -831484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162253 members 
Entering Unmasked Estep 
Score: -21255552.000000 Penalty: 2975.234131
	Iteration 0F: 2 clusters Score -2.125555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -21147294.000000 Penalty: 5950.468262
	Iteration 0F: 3 clusters Score -2.114729e+07 nChanged 77487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -21191636.000000 Penalty: 5950.468262
	Iteration 1F: 3 clusters Score -2.119164e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -21192694.000000 Penalty: 5950.468262
	Iteration 2Q: 3 clusters Score -2.119269e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -21193894.000000 Penalty: 5950.468262
	Iteration 3Q: 3 clusters Score -2.119389e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -21195876.000000 Penalty: 5950.468262
	Iteration 4Q: 3 clusters Score -2.119588e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -21199052.000000 Penalty: 5950.468262
	Iteration 5Q: 3 clusters Score -2.119905e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -21204994.000000 Penalty: 5950.468262
	Iteration 6F: 3 clusters Score -2.120499e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -21214756.000000 Penalty: 5950.468262
	Iteration 7F: 3 clusters Score -2.121476e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136393 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -21228000.000000 Penalty: 5950.468262
	Iteration 8F: 3 clusters Score -2.1228e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -21240530.000000 Penalty: 5950.468262
	Iteration 9F: 3 clusters Score -2.124053e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -21248116.000000 Penalty: 5950.468262
	Iteration 10Q: 3 clusters Score -2.124812e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160388 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21251362.000000 Penalty: 5950.468262
	Iteration 11Q: 3 clusters Score -2.125136e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21252380.000000 Penalty: 5950.468262
	Iteration 12Q: 3 clusters Score -2.125238e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161840 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21252654.000000 Penalty: 5950.468262
	Iteration 13Q: 3 clusters Score -2.125265e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161943 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21252778.000000 Penalty: 5950.468262
	Iteration 14Q: 3 clusters Score -2.125278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21252870.000000 Penalty: 5950.468262
	Iteration 15Q: 3 clusters Score -2.125287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21252914.000000 Penalty: 5950.468262
	Iteration 16Q: 3 clusters Score -2.125291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21252924.000000 Penalty: 5950.468262
	Iteration 17Q: 3 clusters Score -2.125292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162004 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21252926.000000 Penalty: 5950.468262
	Iteration 18Q: 3 clusters Score -2.125293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21252956.000000 Penalty: 5950.468262
	Iteration 19Q: 3 clusters Score -2.125296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21252956.000000 Penalty: 5950.468262
	Iteration 20F: 3 clusters Score -2.125296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21252954.000000 Penalty: 5950.468262
	Iteration 21Q: 3 clusters Score -2.125295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21252962.000000 Penalty: 5950.468262
	Iteration 22Q: 3 clusters Score -2.125296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21252962.000000 Penalty: 5950.468262
	Iteration 23F: 3 clusters Score -2.125296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Entering Unmasked Estep 
Score: -1527938.375000 Penalty: 2346.005127
	Iteration 0F: 2 clusters Score -1527938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1518582.250000 Penalty: 4692.010254
	Iteration 0F: 3 clusters Score -1518582 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1521989.875000 Penalty: 4692.010254
	Iteration 1F: 3 clusters Score -1521990 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1522658.500000 Penalty: 4692.010254
	Iteration 2F: 3 clusters Score -1522658 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1523157.875000 Penalty: 4692.010254
	Iteration 3F: 3 clusters Score -1523158 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1523524.250000 Penalty: 4692.010254
	Iteration 4F: 3 clusters Score -1523524 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1523782.375000 Penalty: 4692.010254
	Iteration 5Q: 3 clusters Score -1523782 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1523991.375000 Penalty: 4692.010254
	Iteration 6Q: 3 clusters Score -1523991 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1524157.375000 Penalty: 4692.010254
	Iteration 7Q: 3 clusters Score -1524157 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1524289.625000 Penalty: 4692.010254
	Iteration 8Q: 3 clusters Score -1524290 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1524402.375000 Penalty: 4692.010254
	Iteration 9Q: 3 clusters Score -1524402 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1524506.750000 Penalty: 4692.010254
	Iteration 10Q: 3 clusters Score -1524507 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1524621.750000 Penalty: 4692.010254
	Iteration 11Q: 3 clusters Score -1524622 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1524732.000000 Penalty: 4692.010254
	Iteration 12Q: 3 clusters Score -1524732 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1524833.125000 Penalty: 4692.010254
	Iteration 13Q: 3 clusters Score -1524833 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1524939.500000 Penalty: 4692.010254
	Iteration 14Q: 3 clusters Score -1524940 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1525025.875000 Penalty: 4692.010254
	Iteration 15Q: 3 clusters Score -1525026 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1525103.500000 Penalty: 4692.010254
	Iteration 16Q: 3 clusters Score -1525104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1525164.500000 Penalty: 4692.010254
	Iteration 17Q: 3 clusters Score -1525164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1525213.375000 Penalty: 4692.010254
	Iteration 18Q: 3 clusters Score -1525213 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1525268.125000 Penalty: 4692.010254
	Iteration 19Q: 3 clusters Score -1525268 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1525304.875000 Penalty: 4692.010254
	Iteration 20F: 3 clusters Score -1525305 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1525333.625000 Penalty: 4692.010254
	Iteration 21Q: 3 clusters Score -1525334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1525363.250000 Penalty: 4692.010254
	Iteration 22Q: 3 clusters Score -1525363 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1525392.625000 Penalty: 4692.010254
	Iteration 23Q: 3 clusters Score -1525393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1525406.750000 Penalty: 4692.010254
	Iteration 24Q: 3 clusters Score -1525407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1525430.250000 Penalty: 4692.010254
	Iteration 25Q: 3 clusters Score -1525430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1525474.250000 Penalty: 4692.010254
	Iteration 26Q: 3 clusters Score -1525474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1525511.125000 Penalty: 4692.010254
	Iteration 27Q: 3 clusters Score -1525511 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1525537.000000 Penalty: 4692.010254
	Iteration 28Q: 3 clusters Score -1525537 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1525571.625000 Penalty: 4692.010254
	Iteration 29Q: 3 clusters Score -1525572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1525603.750000 Penalty: 4692.010254
	Iteration 30Q: 3 clusters Score -1525604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1525633.625000 Penalty: 4692.010254
	Iteration 31Q: 3 clusters Score -1525634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1525668.750000 Penalty: 4692.010254
	Iteration 32Q: 3 clusters Score -1525669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1525695.250000 Penalty: 4692.010254
	Iteration 33Q: 3 clusters Score -1525695 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1525726.250000 Penalty: 4692.010254
	Iteration 34Q: 3 clusters Score -1525726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1525761.000000 Penalty: 4692.010254
	Iteration 35Q: 3 clusters Score -1525761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1525783.625000 Penalty: 4692.010254
	Iteration 36Q: 3 clusters Score -1525784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1525810.000000 Penalty: 4692.010254
	Iteration 37Q: 3 clusters Score -1525810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1525835.250000 Penalty: 4692.010254
	Iteration 38Q: 3 clusters Score -1525835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1525860.500000 Penalty: 4692.010254
	Iteration 39Q: 3 clusters Score -1525860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1525874.500000 Penalty: 4692.010254
	Iteration 40F: 3 clusters Score -1525874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1525890.000000 Penalty: 4692.010254
	Iteration 41Q: 3 clusters Score -1525890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1525905.625000 Penalty: 4692.010254
	Iteration 42Q: 3 clusters Score -1525906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1525923.875000 Penalty: 4692.010254
	Iteration 43Q: 3 clusters Score -1525924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1525941.750000 Penalty: 4692.010254
	Iteration 44Q: 3 clusters Score -1525942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1525952.875000 Penalty: 4692.010254
	Iteration 45Q: 3 clusters Score -1525953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1525967.000000 Penalty: 4692.010254
	Iteration 46Q: 3 clusters Score -1525967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1525993.250000 Penalty: 4692.010254
	Iteration 47Q: 3 clusters Score -1525993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1526011.125000 Penalty: 4692.010254
	Iteration 48Q: 3 clusters Score -1526011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1526030.375000 Penalty: 4692.010254
	Iteration 49Q: 3 clusters Score -1526030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1526047.375000 Penalty: 4692.010254
	Iteration 50Q: 3 clusters Score -1526047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1526069.875000 Penalty: 4692.010254
	Iteration 51Q: 3 clusters Score -1526070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1526094.000000 Penalty: 4692.010254
	Iteration 52Q: 3 clusters Score -1526094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1526112.250000 Penalty: 4692.010254
	Iteration 53Q: 3 clusters Score -1526112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1526126.500000 Penalty: 4692.010254
	Iteration 54Q: 3 clusters Score -1526126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1526138.625000 Penalty: 4692.010254
	Iteration 55Q: 3 clusters Score -1526139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1526155.625000 Penalty: 4692.010254
	Iteration 56Q: 3 clusters Score -1526156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1526163.750000 Penalty: 4692.010254
	Iteration 57Q: 3 clusters Score -1526164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1526179.500000 Penalty: 4692.010254
	Iteration 58Q: 3 clusters Score -1526180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1526194.875000 Penalty: 4692.010254
	Iteration 59Q: 3 clusters Score -1526195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1526207.375000 Penalty: 4692.010254
	Iteration 60F: 3 clusters Score -1526207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1526235.125000 Penalty: 4692.010254
	Iteration 61Q: 3 clusters Score -1526235 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1526255.625000 Penalty: 4692.010254
	Iteration 62Q: 3 clusters Score -1526256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1526284.000000 Penalty: 4692.010254
	Iteration 63Q: 3 clusters Score -1526284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1526308.500000 Penalty: 4692.010254
	Iteration 64Q: 3 clusters Score -1526308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1526348.000000 Penalty: 4692.010254
	Iteration 65Q: 3 clusters Score -1526348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1526398.875000 Penalty: 4692.010254
	Iteration 66Q: 3 clusters Score -1526399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1526435.750000 Penalty: 4692.010254
	Iteration 67Q: 3 clusters Score -1526436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1526468.750000 Penalty: 4692.010254
	Iteration 68Q: 3 clusters Score -1526469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1526500.375000 Penalty: 4692.010254
	Iteration 69Q: 3 clusters Score -1526500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1526549.250000 Penalty: 4692.010254
	Iteration 70Q: 3 clusters Score -1526549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1526599.875000 Penalty: 4692.010254
	Iteration 71Q: 3 clusters Score -1526600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1526644.375000 Penalty: 4692.010254
	Iteration 72Q: 3 clusters Score -1526644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1526670.750000 Penalty: 4692.010254
	Iteration 73Q: 3 clusters Score -1526671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1526708.000000 Penalty: 4692.010254
	Iteration 74Q: 3 clusters Score -1526708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1526737.375000 Penalty: 4692.010254
	Iteration 75Q: 3 clusters Score -1526737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1526763.125000 Penalty: 4692.010254
	Iteration 76Q: 3 clusters Score -1526763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1526787.375000 Penalty: 4692.010254
	Iteration 77Q: 3 clusters Score -1526787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1526800.875000 Penalty: 4692.010254
	Iteration 78Q: 3 clusters Score -1526801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1526821.125000 Penalty: 4692.010254
	Iteration 79Q: 3 clusters Score -1526821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1526833.875000 Penalty: 4692.010254
	Iteration 80F: 3 clusters Score -1526834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1526845.375000 Penalty: 4692.010254
	Iteration 81Q: 3 clusters Score -1526845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1526856.125000 Penalty: 4692.010254
	Iteration 82Q: 3 clusters Score -1526856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1526865.750000 Penalty: 4692.010254
	Iteration 83Q: 3 clusters Score -1526866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1526876.875000 Penalty: 4692.010254
	Iteration 84Q: 3 clusters Score -1526877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1526886.250000 Penalty: 4692.010254
	Iteration 85Q: 3 clusters Score -1526886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1526895.375000 Penalty: 4692.010254
	Iteration 86Q: 3 clusters Score -1526895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1526903.250000 Penalty: 4692.010254
	Iteration 87Q: 3 clusters Score -1526903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1526909.375000 Penalty: 4692.010254
	Iteration 88Q: 3 clusters Score -1526909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1526914.375000 Penalty: 4692.010254
	Iteration 89Q: 3 clusters Score -1526914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1526924.875000 Penalty: 4692.010254
	Iteration 90Q: 3 clusters Score -1526925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1526923.750000 Penalty: 4692.010254
	Iteration 91Q: 3 clusters Score -1526924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1526926.875000 Penalty: 4692.010254
	Iteration 92Q: 3 clusters Score -1526927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1526932.250000 Penalty: 4692.010254
	Iteration 93Q: 3 clusters Score -1526932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1526941.000000 Penalty: 4692.010254
	Iteration 94Q: 3 clusters Score -1526941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1526948.750000 Penalty: 4692.010254
	Iteration 95Q: 3 clusters Score -1526949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1526945.500000 Penalty: 4692.010254
	Iteration 96Q: 3 clusters Score -1526946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1526946.625000 Penalty: 4692.010254
	Iteration 97Q: 3 clusters Score -1526947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1526958.500000 Penalty: 4692.010254
	Iteration 98Q: 3 clusters Score -1526958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1526958.000000 Penalty: 4692.010254
	Iteration 99Q: 3 clusters Score -1526958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1526957.500000 Penalty: 4692.010254
	Iteration 100F: 3 clusters Score -1526958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1526954.375000 Penalty: 4692.010254
	Iteration 101Q: 3 clusters Score -1526954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1526954.375000 Penalty: 4692.010254
	Iteration 102F: 3 clusters Score -1526954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -673499.187500 Penalty: 2123.322266
	Iteration 0F: 2 clusters Score -673499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -668869.125000 Penalty: 4246.644531
	Iteration 0F: 3 clusters Score -668869.1 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -669973.125000 Penalty: 4246.644531
	Iteration 1F: 3 clusters Score -669973.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -670199.062500 Penalty: 4246.644531
	Iteration 2F: 3 clusters Score -670199.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -670322.375000 Penalty: 4246.644531
	Iteration 3Q: 3 clusters Score -670322.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -670401.125000 Penalty: 4246.644531
	Iteration 4Q: 3 clusters Score -670401.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -670459.250000 Penalty: 4246.644531
	Iteration 5Q: 3 clusters Score -670459.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -670527.937500 Penalty: 4246.644531
	Iteration 6Q: 3 clusters Score -670527.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -670594.625000 Penalty: 4246.644531
	Iteration 7Q: 3 clusters Score -670594.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -670666.687500 Penalty: 4246.644531
	Iteration 8Q: 3 clusters Score -670666.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -670746.875000 Penalty: 4246.644531
	Iteration 9Q: 3 clusters Score -670746.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -670853.625000 Penalty: 4246.644531
	Iteration 10Q: 3 clusters Score -670853.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -670995.875000 Penalty: 4246.644531
	Iteration 11Q: 3 clusters Score -670995.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -671155.312500 Penalty: 4246.644531
	Iteration 12Q: 3 clusters Score -671155.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -671293.125000 Penalty: 4246.644531
	Iteration 13Q: 3 clusters Score -671293.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -671419.812500 Penalty: 4246.644531
	Iteration 14Q: 3 clusters Score -671419.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -671503.312500 Penalty: 4246.644531
	Iteration 15Q: 3 clusters Score -671503.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -671576.000000 Penalty: 4246.644531
	Iteration 16Q: 3 clusters Score -671576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -671641.187500 Penalty: 4246.644531
	Iteration 17Q: 3 clusters Score -671641.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -671693.562500 Penalty: 4246.644531
	Iteration 18Q: 3 clusters Score -671693.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -671732.437500 Penalty: 4246.644531
	Iteration 19Q: 3 clusters Score -671732.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -671757.562500 Penalty: 4246.644531
	Iteration 20F: 3 clusters Score -671757.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -671782.062500 Penalty: 4246.644531
	Iteration 21Q: 3 clusters Score -671782.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -671798.250000 Penalty: 4246.644531
	Iteration 22Q: 3 clusters Score -671798.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -671817.250000 Penalty: 4246.644531
	Iteration 23Q: 3 clusters Score -671817.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -671828.375000 Penalty: 4246.644531
	Iteration 24Q: 3 clusters Score -671828.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -671835.750000 Penalty: 4246.644531
	Iteration 25Q: 3 clusters Score -671835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -671842.562500 Penalty: 4246.644531
	Iteration 26Q: 3 clusters Score -671842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -671848.187500 Penalty: 4246.644531
	Iteration 27Q: 3 clusters Score -671848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -671851.250000 Penalty: 4246.644531
	Iteration 28Q: 3 clusters Score -671851.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -671858.187500 Penalty: 4246.644531
	Iteration 29Q: 3 clusters Score -671858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -671865.562500 Penalty: 4246.644531
	Iteration 30Q: 3 clusters Score -671865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -671872.812500 Penalty: 4246.644531
	Iteration 31Q: 3 clusters Score -671872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -671881.250000 Penalty: 4246.644531
	Iteration 32Q: 3 clusters Score -671881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -671888.062500 Penalty: 4246.644531
	Iteration 33Q: 3 clusters Score -671888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -671893.250000 Penalty: 4246.644531
	Iteration 34Q: 3 clusters Score -671893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -671902.937500 Penalty: 4246.644531
	Iteration 35Q: 3 clusters Score -671902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -671906.500000 Penalty: 4246.644531
	Iteration 36Q: 3 clusters Score -671906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -671911.250000 Penalty: 4246.644531
	Iteration 37Q: 3 clusters Score -671911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -671912.187500 Penalty: 4246.644531
	Iteration 38Q: 3 clusters Score -671912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -671915.000000 Penalty: 4246.644531
	Iteration 39Q: 3 clusters Score -671915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -671918.062500 Penalty: 4246.644531
	Iteration 40F: 3 clusters Score -671918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -671917.562500 Penalty: 4246.644531
	Iteration 41Q: 3 clusters Score -671917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -671917.562500 Penalty: 4246.644531
	Iteration 42F: 3 clusters Score -671917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -1034367.312500 Penalty: 2228.762939
	Iteration 0F: 2 clusters Score -1034367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1027961.125000 Penalty: 4457.525879
	Iteration 0F: 3 clusters Score -1027961 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1029707.312500 Penalty: 4457.525879
	Iteration 1F: 3 clusters Score -1029707 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1029988.187500 Penalty: 4457.525879
	Iteration 2F: 3 clusters Score -1029988 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1030191.250000 Penalty: 4457.525879
	Iteration 3F: 3 clusters Score -1030191 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1030350.687500 Penalty: 4457.525879
	Iteration 4Q: 3 clusters Score -1030351 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1030498.062500 Penalty: 4457.525879
	Iteration 5Q: 3 clusters Score -1030498 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1030611.500000 Penalty: 4457.525879
	Iteration 6Q: 3 clusters Score -1030612 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1030694.312500 Penalty: 4457.525879
	Iteration 7Q: 3 clusters Score -1030694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1030754.187500 Penalty: 4457.525879
	Iteration 8Q: 3 clusters Score -1030754 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1030817.250000 Penalty: 4457.525879
	Iteration 9Q: 3 clusters Score -1030817 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1030880.125000 Penalty: 4457.525879
	Iteration 10Q: 3 clusters Score -1030880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1030931.437500 Penalty: 4457.525879
	Iteration 11Q: 3 clusters Score -1030931 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1030974.875000 Penalty: 4457.525879
	Iteration 12Q: 3 clusters Score -1030975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1031018.875000 Penalty: 4457.525879
	Iteration 13Q: 3 clusters Score -1031019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1031067.375000 Penalty: 4457.525879
	Iteration 14Q: 3 clusters Score -1031067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1031124.000000 Penalty: 4457.525879
	Iteration 15Q: 3 clusters Score -1031124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1031186.937500 Penalty: 4457.525879
	Iteration 16Q: 3 clusters Score -1031187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1031258.312500 Penalty: 4457.525879
	Iteration 17Q: 3 clusters Score -1031258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1031319.000000 Penalty: 4457.525879
	Iteration 18Q: 3 clusters Score -1031319 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1031382.500000 Penalty: 4457.525879
	Iteration 19Q: 3 clusters Score -1031382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1031444.375000 Penalty: 4457.525879
	Iteration 20F: 3 clusters Score -1031444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1031500.500000 Penalty: 4457.525879
	Iteration 21Q: 3 clusters Score -1031500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1031551.875000 Penalty: 4457.525879
	Iteration 22Q: 3 clusters Score -1031552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1031611.625000 Penalty: 4457.525879
	Iteration 23Q: 3 clusters Score -1031612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1031677.437500 Penalty: 4457.525879
	Iteration 24Q: 3 clusters Score -1031677 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1031748.937500 Penalty: 4457.525879
	Iteration 25Q: 3 clusters Score -1031749 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1031851.250000 Penalty: 4457.525879
	Iteration 26Q: 3 clusters Score -1031851 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1031949.375000 Penalty: 4457.525879
	Iteration 27Q: 3 clusters Score -1031949 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1032075.625000 Penalty: 4457.525879
	Iteration 28Q: 3 clusters Score -1032076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1032204.812500 Penalty: 4457.525879
	Iteration 29Q: 3 clusters Score -1032205 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1032322.250000 Penalty: 4457.525879
	Iteration 30Q: 3 clusters Score -1032322 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1032443.562500 Penalty: 4457.525879
	Iteration 31Q: 3 clusters Score -1032444 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1032564.625000 Penalty: 4457.525879
	Iteration 32Q: 3 clusters Score -1032565 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1032706.875000 Penalty: 4457.525879
	Iteration 33Q: 3 clusters Score -1032707 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1032857.500000 Penalty: 4457.525879
	Iteration 34Q: 3 clusters Score -1032858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1032983.812500 Penalty: 4457.525879
	Iteration 35Q: 3 clusters Score -1032984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1033068.937500 Penalty: 4457.525879
	Iteration 36Q: 3 clusters Score -1033069 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1033127.125000 Penalty: 4457.525879
	Iteration 37Q: 3 clusters Score -1033127 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1033161.062500 Penalty: 4457.525879
	Iteration 38Q: 3 clusters Score -1033161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1033189.750000 Penalty: 4457.525879
	Iteration 39Q: 3 clusters Score -1033190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1033207.750000 Penalty: 4457.525879
	Iteration 40F: 3 clusters Score -1033208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1033224.312500 Penalty: 4457.525879
	Iteration 41Q: 3 clusters Score -1033224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1033241.875000 Penalty: 4457.525879
	Iteration 42Q: 3 clusters Score -1033242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1033262.687500 Penalty: 4457.525879
	Iteration 43Q: 3 clusters Score -1033263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1033280.000000 Penalty: 4457.525879
	Iteration 44Q: 3 clusters Score -1033280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1033292.687500 Penalty: 4457.525879
	Iteration 45Q: 3 clusters Score -1033293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1033305.937500 Penalty: 4457.525879
	Iteration 46Q: 3 clusters Score -1033306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1033313.250000 Penalty: 4457.525879
	Iteration 47Q: 3 clusters Score -1033313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1033325.125000 Penalty: 4457.525879
	Iteration 48Q: 3 clusters Score -1033325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1033333.125000 Penalty: 4457.525879
	Iteration 49Q: 3 clusters Score -1033333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1033339.062500 Penalty: 4457.525879
	Iteration 50Q: 3 clusters Score -1033339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1033348.250000 Penalty: 4457.525879
	Iteration 51Q: 3 clusters Score -1033348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1033360.187500 Penalty: 4457.525879
	Iteration 52Q: 3 clusters Score -1033360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1033377.937500 Penalty: 4457.525879
	Iteration 53Q: 3 clusters Score -1033378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1033405.562500 Penalty: 4457.525879
	Iteration 54Q: 3 clusters Score -1033406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1033428.750000 Penalty: 4457.525879
	Iteration 55Q: 3 clusters Score -1033429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1033455.812500 Penalty: 4457.525879
	Iteration 56Q: 3 clusters Score -1033456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1033481.187500 Penalty: 4457.525879
	Iteration 57Q: 3 clusters Score -1033481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1033501.500000 Penalty: 4457.525879
	Iteration 58Q: 3 clusters Score -1033502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1033512.812500 Penalty: 4457.525879
	Iteration 59Q: 3 clusters Score -1033513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1033526.812500 Penalty: 4457.525879
	Iteration 60F: 3 clusters Score -1033527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1033535.937500 Penalty: 4457.525879
	Iteration 61Q: 3 clusters Score -1033536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1033545.437500 Penalty: 4457.525879
	Iteration 62Q: 3 clusters Score -1033545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1033550.125000 Penalty: 4457.525879
	Iteration 63Q: 3 clusters Score -1033550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1033552.500000 Penalty: 4457.525879
	Iteration 64Q: 3 clusters Score -1033552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1033552.937500 Penalty: 4457.525879
	Iteration 65Q: 3 clusters Score -1033553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1033552.250000 Penalty: 4457.525879
	Iteration 66Q: 3 clusters Score -1033552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1033554.625000 Penalty: 4457.525879
	Iteration 67Q: 3 clusters Score -1033555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1033554.687500 Penalty: 4457.525879
	Iteration 68Q: 3 clusters Score -1033555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1033554.687500 Penalty: 4457.525879
	Iteration 69F: 3 clusters Score -1033555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1083368.250000 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -1083368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1076519.250000 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -1076519 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1078486.750000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -1078487 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1078835.375000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -1078835 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1079105.625000 Penalty: 4502.153809
	Iteration 3F: 3 clusters Score -1079106 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1079353.875000 Penalty: 4502.153809
	Iteration 4Q: 3 clusters Score -1079354 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1079619.500000 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -1079620 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1079906.625000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -1079907 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1080184.000000 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -1080184 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1080514.250000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -1080514 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1081005.000000 Penalty: 4502.153809
	Iteration 9F: 3 clusters Score -1081005 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1081571.875000 Penalty: 4502.153809
	Iteration 10F: 3 clusters Score -1081572 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1082015.000000 Penalty: 4502.153809
	Iteration 11F: 3 clusters Score -1082015 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1082280.875000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -1082281 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1082407.250000 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -1082407 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1082474.625000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -1082475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1082513.625000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -1082514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1082531.875000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -1082532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1082543.875000 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -1082544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1082554.250000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -1082554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1082558.125000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -1082558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1082565.500000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -1082566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1082568.375000 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -1082568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1082571.875000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -1082572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1082572.000000 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -1082572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1082573.125000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -1082573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1082571.625000 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -1082572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1082572.500000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -1082572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1082575.375000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -1082575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1082575.500000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -1082576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1082575.500000 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -1082576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1082575.500000 Penalty: 4502.153809
	Iteration 30F: 3 clusters Score -1082576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -531278.375000 Penalty: 2073.529785
	Iteration 0F: 2 clusters Score -531278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -527265.062500 Penalty: 4147.059570
	Iteration 0F: 3 clusters Score -527265.1 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -528428.562500 Penalty: 4147.059570
	Iteration 1F: 3 clusters Score -528428.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -528888.937500 Penalty: 4147.059570
	Iteration 2F: 3 clusters Score -528888.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -529323.687500 Penalty: 4147.059570
	Iteration 3F: 3 clusters Score -529323.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -529741.562500 Penalty: 4147.059570
	Iteration 4F: 3 clusters Score -529741.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -530050.937500 Penalty: 4147.059570
	Iteration 5F: 3 clusters Score -530050.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -530273.250000 Penalty: 4147.059570
	Iteration 6Q: 3 clusters Score -530273.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -530417.812500 Penalty: 4147.059570
	Iteration 7Q: 3 clusters Score -530417.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -530551.312500 Penalty: 4147.059570
	Iteration 8Q: 3 clusters Score -530551.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -530693.812500 Penalty: 4147.059570
	Iteration 9Q: 3 clusters Score -530693.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -530803.750000 Penalty: 4147.059570
	Iteration 10Q: 3 clusters Score -530803.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -530881.125000 Penalty: 4147.059570
	Iteration 11Q: 3 clusters Score -530881.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -530926.937500 Penalty: 4147.059570
	Iteration 12Q: 3 clusters Score -530926.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -530957.750000 Penalty: 4147.059570
	Iteration 13Q: 3 clusters Score -530957.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -530972.375000 Penalty: 4147.059570
	Iteration 14Q: 3 clusters Score -530972.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -530979.000000 Penalty: 4147.059570
	Iteration 15Q: 3 clusters Score -530979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -530982.687500 Penalty: 4147.059570
	Iteration 16Q: 3 clusters Score -530982.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -530990.000000 Penalty: 4147.059570
	Iteration 17Q: 3 clusters Score -530990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -530992.750000 Penalty: 4147.059570
	Iteration 18Q: 3 clusters Score -530992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -530992.875000 Penalty: 4147.059570
	Iteration 19Q: 3 clusters Score -530992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -530993.687500 Penalty: 4147.059570
	Iteration 20F: 3 clusters Score -530993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -530994.500000 Penalty: 4147.059570
	Iteration 21Q: 3 clusters Score -530994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -530996.062500 Penalty: 4147.059570
	Iteration 22Q: 3 clusters Score -530996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -530995.375000 Penalty: 4147.059570
	Iteration 23Q: 3 clusters Score -530995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -530995.375000 Penalty: 4147.059570
	Iteration 24F: 3 clusters Score -530995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -122224.421875 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -122224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120292.453125 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -120292.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120678.781250 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -120678.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120865.148438 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -120865.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121003.187500 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -121003.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121147.585938 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -121147.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121410.648438 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -121410.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121643.398438 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -121643.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -121822.984375 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -121823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -121904.195312 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -121904.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121945.265625 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -121945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121960.929688 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -121960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121971.226562 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -121971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121980.523438 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -121980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121995.867188 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -121995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -122005.437500 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -122005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -122012.007812 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -122012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -122018.804688 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -122018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -122027.546875 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -122027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122036.960938 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -122037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122046.484375 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -122046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -122053.039062 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -122053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -122065.429688 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -122065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -122078.500000 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -122078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122089.929688 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -122089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122098.851562 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -122098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122103.578125 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -122103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122115.632812 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -122115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -122130.437500 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -122130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -122154.257812 Penalty: 3436.554688
	Iteration 28Q: 3 clusters Score -122154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -122184.343750 Penalty: 3436.554688
	Iteration 29Q: 3 clusters Score -122184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -122211.734375 Penalty: 3436.554688
	Iteration 30Q: 3 clusters Score -122211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122225.375000 Penalty: 3436.554688
	Iteration 31Q: 3 clusters Score -122225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -122239.914062 Penalty: 3436.554688
	Iteration 32Q: 3 clusters Score -122239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -122245.812500 Penalty: 3436.554688
	Iteration 33Q: 3 clusters Score -122245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -122247.515625 Penalty: 3436.554688
	Iteration 34Q: 3 clusters Score -122247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -122247.515625 Penalty: 3436.554688
	Iteration 35F: 3 clusters Score -122247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 458 members 
Entering Unmasked Estep 
Score: -111259760.000000 Penalty: 145996.140625
Splitting cluster 26 changes total score from -111261392.000000 to -111259760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -238540.187500 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -238540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -235952.375000 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -235952.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -236919.671875 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -236919.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -237424.437500 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -237424.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -237653.531250 Penalty: 3815.966797
	Iteration 3F: 3 clusters Score -237653.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -237739.375000 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -237739.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -237819.734375 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -237819.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237929.390625 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -237929.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -238020.687500 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -238020.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -238076.750000 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -238076.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -238120.937500 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -238120.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -238169.062500 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -238169.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238209.484375 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -238209.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -238251.265625 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -238251.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -238284.031250 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -238284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238319.953125 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -238320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -238350.296875 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -238350.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -238375.609375 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -238375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -238385.328125 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -238385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -238389.203125 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -238389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -238392.328125 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -238392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -238393.375000 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -238393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238396.015625 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -238396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238400.031250 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -238400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -238405.828125 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -238405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -238409.750000 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -238409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -238413.281250 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -238413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -238415.734375 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -238415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -238416.234375 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -238416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -238416.562500 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -238416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -238416.562500 Penalty: 3815.966797
	Iteration 29F: 3 clusters Score -238416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (83852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Entering Unmasked Estep 
Score: -10907457.000000 Penalty: 2811.528320
	Iteration 0F: 2 clusters Score -1.090746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -10851344.000000 Penalty: 5623.056641
	Iteration 0F: 3 clusters Score -1.085134e+07 nChanged 39495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -10874195.000000 Penalty: 5623.056641
	Iteration 1F: 3 clusters Score -1.08742e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -10875240.000000 Penalty: 5623.056641
	Iteration 2Q: 3 clusters Score -1.087524e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -10876712.000000 Penalty: 5623.056641
	Iteration 3Q: 3 clusters Score -1.087671e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -10878790.000000 Penalty: 5623.056641
	Iteration 4Q: 3 clusters Score -1.087879e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -10881848.000000 Penalty: 5623.056641
	Iteration 5F: 3 clusters Score -1.088185e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -10885726.000000 Penalty: 5623.056641
	Iteration 6F: 3 clusters Score -1.088573e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -10890108.000000 Penalty: 5623.056641
	Iteration 7F: 3 clusters Score -1.089011e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -10894598.000000 Penalty: 5623.056641
	Iteration 8F: 3 clusters Score -1.08946e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -10898452.000000 Penalty: 5623.056641
	Iteration 9F: 3 clusters Score -1.089845e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -10901282.000000 Penalty: 5623.056641
	Iteration 10Q: 3 clusters Score -1.090128e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -10903058.000000 Penalty: 5623.056641
	Iteration 11Q: 3 clusters Score -1.090306e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10904013.000000 Penalty: 5623.056641
	Iteration 12Q: 3 clusters Score -1.090401e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10904447.000000 Penalty: 5623.056641
	Iteration 13Q: 3 clusters Score -1.090445e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10904657.000000 Penalty: 5623.056641
	Iteration 14Q: 3 clusters Score -1.090466e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10904832.000000 Penalty: 5623.056641
	Iteration 15Q: 3 clusters Score -1.090483e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10904939.000000 Penalty: 5623.056641
	Iteration 16Q: 3 clusters Score -1.090494e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10904997.000000 Penalty: 5623.056641
	Iteration 17Q: 3 clusters Score -1.0905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10905031.000000 Penalty: 5623.056641
	Iteration 18Q: 3 clusters Score -1.090503e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10905048.000000 Penalty: 5623.056641
	Iteration 19Q: 3 clusters Score -1.090505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10905059.000000 Penalty: 5623.056641
	Iteration 20F: 3 clusters Score -1.090506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10905057.000000 Penalty: 5623.056641
	Iteration 21Q: 3 clusters Score -1.090506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10905070.000000 Penalty: 5623.056641
	Iteration 22Q: 3 clusters Score -1.090507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10905078.000000 Penalty: 5623.056641
	Iteration 23Q: 3 clusters Score -1.090508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10905085.000000 Penalty: 5623.056641
	Iteration 24Q: 3 clusters Score -1.090508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10905080.000000 Penalty: 5623.056641
	Iteration 25Q: 3 clusters Score -1.090508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83220 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10905086.000000 Penalty: 5623.056641
	Iteration 26Q: 3 clusters Score -1.090509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10905083.000000 Penalty: 5623.056641
	Iteration 27Q: 3 clusters Score -1.090508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10905092.000000 Penalty: 5623.056641
	Iteration 28Q: 3 clusters Score -1.090509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10905095.000000 Penalty: 5623.056641
	Iteration 29Q: 3 clusters Score -1.09051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10905092.000000 Penalty: 5623.056641
	Iteration 30Q: 3 clusters Score -1.090509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10905096.000000 Penalty: 5623.056641
	Iteration 31Q: 3 clusters Score -1.09051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10905109.000000 Penalty: 5623.056641
	Iteration 32Q: 3 clusters Score -1.090511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10905105.000000 Penalty: 5623.056641
	Iteration 33Q: 3 clusters Score -1.09051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10905101.000000 Penalty: 5623.056641
	Iteration 34Q: 3 clusters Score -1.09051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10905100.000000 Penalty: 5623.056641
	Iteration 35Q: 3 clusters Score -1.09051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10905105.000000 Penalty: 5623.056641
	Iteration 36Q: 3 clusters Score -1.09051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10905111.000000 Penalty: 5623.056641
	Iteration 37Q: 3 clusters Score -1.090511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10905111.000000 Penalty: 5623.056641
	Iteration 38Q: 3 clusters Score -1.090511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10905109.000000 Penalty: 5623.056641
	Iteration 39Q: 3 clusters Score -1.090511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10905122.000000 Penalty: 5623.056641
	Iteration 40F: 3 clusters Score -1.090512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10905120.000000 Penalty: 5623.056641
	Iteration 41Q: 3 clusters Score -1.090512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10905117.000000 Penalty: 5623.056641
	Iteration 42Q: 3 clusters Score -1.090512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10905127.000000 Penalty: 5623.056641
	Iteration 43Q: 3 clusters Score -1.090513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10905119.000000 Penalty: 5623.056641
	Iteration 44Q: 3 clusters Score -1.090512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10905113.000000 Penalty: 5623.056641
	Iteration 45Q: 3 clusters Score -1.090511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10905120.000000 Penalty: 5623.056641
	Iteration 46Q: 3 clusters Score -1.090512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10905123.000000 Penalty: 5623.056641
	Iteration 47Q: 3 clusters Score -1.090512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10905135.000000 Penalty: 5623.056641
	Iteration 48Q: 3 clusters Score -1.090514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10905136.000000 Penalty: 5623.056641
	Iteration 49Q: 3 clusters Score -1.090514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10905143.000000 Penalty: 5623.056641
	Iteration 50Q: 3 clusters Score -1.090514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10905143.000000 Penalty: 5623.056641
	Iteration 51Q: 3 clusters Score -1.090514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10905149.000000 Penalty: 5623.056641
	Iteration 52Q: 3 clusters Score -1.090515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10905149.000000 Penalty: 5623.056641
	Iteration 53Q: 3 clusters Score -1.090515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10905143.000000 Penalty: 5623.056641
	Iteration 54Q: 3 clusters Score -1.090514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10905142.000000 Penalty: 5623.056641
	Iteration 55Q: 3 clusters Score -1.090514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10905140.000000 Penalty: 5623.056641
	Iteration 56Q: 3 clusters Score -1.090514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10905152.000000 Penalty: 5623.056641
	Iteration 57Q: 3 clusters Score -1.090515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10905152.000000 Penalty: 5623.056641
	Iteration 58F: 3 clusters Score -1.090515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -488807.062500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -488807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -484906.562500 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -484906.6 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -485908.375000 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -485908.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -486164.812500 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -486164.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -486368.343750 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -486368.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -486562.968750 Penalty: 4119.029297
	Iteration 4Q: 3 clusters Score -486563 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -486746.562500 Penalty: 4119.029297
	Iteration 5F: 3 clusters Score -486746.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -486912.218750 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -486912.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -487102.625000 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -487102.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -487263.062500 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -487263.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -487395.531250 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -487395.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -487491.000000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -487491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -487579.843750 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -487579.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -487667.906250 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -487667.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -487732.406250 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -487732.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -487777.093750 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -487777.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -487811.656250 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -487811.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -487851.343750 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -487851.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -487878.875000 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -487878.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -487902.062500 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -487902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -487927.156250 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -487927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -487951.312500 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -487951.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -487972.250000 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -487972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -487989.875000 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -487989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -488001.687500 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -488001.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -488013.937500 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -488013.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -488030.406250 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -488030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -488046.500000 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -488046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -488055.343750 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -488055.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -488062.843750 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -488062.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -488073.281250 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -488073.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -488082.656250 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -488082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -488092.031250 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -488092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -488096.343750 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -488096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -488101.375000 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -488101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -488104.937500 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -488104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -488108.468750 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -488108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -488111.781250 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -488111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -488115.625000 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -488115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -488115.625000 Penalty: 4119.029297
	Iteration 38F: 3 clusters Score -488115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Entering Unmasked Estep 
Score: -6211187.500000 Penalty: 2673.475342
	Iteration 0F: 2 clusters Score -6211188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6178960.000000 Penalty: 5346.950684
	Iteration 0F: 3 clusters Score -6178960 nChanged 22061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -6191640.500000 Penalty: 5346.950684
	Iteration 1F: 3 clusters Score -6191640 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -6192895.000000 Penalty: 5346.950684
	Iteration 2F: 3 clusters Score -6192895 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -6194498.000000 Penalty: 5346.950684
	Iteration 3F: 3 clusters Score -6194498 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -6196416.500000 Penalty: 5346.950684
	Iteration 4F: 3 clusters Score -6196416 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -6198466.000000 Penalty: 5346.950684
	Iteration 5F: 3 clusters Score -6198466 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -6200404.000000 Penalty: 5346.950684
	Iteration 6F: 3 clusters Score -6200404 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -6202318.000000 Penalty: 5346.950684
	Iteration 7F: 3 clusters Score -6202318 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6203904.500000 Penalty: 5346.950684
	Iteration 8F: 3 clusters Score -6203904 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -6205269.000000 Penalty: 5346.950684
	Iteration 9Q: 3 clusters Score -6205269 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -6206382.000000 Penalty: 5346.950684
	Iteration 10Q: 3 clusters Score -6206382 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6207192.000000 Penalty: 5346.950684
	Iteration 11Q: 3 clusters Score -6207192 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6207783.000000 Penalty: 5346.950684
	Iteration 12Q: 3 clusters Score -6207783 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6208152.500000 Penalty: 5346.950684
	Iteration 13Q: 3 clusters Score -6208152 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6208473.500000 Penalty: 5346.950684
	Iteration 14Q: 3 clusters Score -6208474 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6208696.000000 Penalty: 5346.950684
	Iteration 15Q: 3 clusters Score -6208696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6208838.500000 Penalty: 5346.950684
	Iteration 16Q: 3 clusters Score -6208838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6208954.500000 Penalty: 5346.950684
	Iteration 17Q: 3 clusters Score -6208954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6209000.500000 Penalty: 5346.950684
	Iteration 18Q: 3 clusters Score -6209000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6209037.000000 Penalty: 5346.950684
	Iteration 19Q: 3 clusters Score -6209037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6209077.000000 Penalty: 5346.950684
	Iteration 20F: 3 clusters Score -6209077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6209099.000000 Penalty: 5346.950684
	Iteration 21Q: 3 clusters Score -6209099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6209116.500000 Penalty: 5346.950684
	Iteration 22Q: 3 clusters Score -6209116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6209125.000000 Penalty: 5346.950684
	Iteration 23Q: 3 clusters Score -6209125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6209142.500000 Penalty: 5346.950684
	Iteration 24Q: 3 clusters Score -6209142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6209153.500000 Penalty: 5346.950684
	Iteration 25Q: 3 clusters Score -6209154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6209160.500000 Penalty: 5346.950684
	Iteration 26Q: 3 clusters Score -6209160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6209167.000000 Penalty: 5346.950684
	Iteration 27Q: 3 clusters Score -6209167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6209168.500000 Penalty: 5346.950684
	Iteration 28Q: 3 clusters Score -6209168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6209177.500000 Penalty: 5346.950684
	Iteration 29Q: 3 clusters Score -6209178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6209178.500000 Penalty: 5346.950684
	Iteration 30Q: 3 clusters Score -6209178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6209184.000000 Penalty: 5346.950684
	Iteration 31Q: 3 clusters Score -6209184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6209193.000000 Penalty: 5346.950684
	Iteration 32Q: 3 clusters Score -6209193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6209194.000000 Penalty: 5346.950684
	Iteration 33Q: 3 clusters Score -6209194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6209197.500000 Penalty: 5346.950684
	Iteration 34Q: 3 clusters Score -6209198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6209202.500000 Penalty: 5346.950684
	Iteration 35Q: 3 clusters Score -6209202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6209204.000000 Penalty: 5346.950684
	Iteration 36Q: 3 clusters Score -6209204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6209204.000000 Penalty: 5346.950684
	Iteration 37Q: 3 clusters Score -6209204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6209211.000000 Penalty: 5346.950684
	Iteration 38Q: 3 clusters Score -6209211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6209216.000000 Penalty: 5346.950684
	Iteration 39Q: 3 clusters Score -6209216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6209216.500000 Penalty: 5346.950684
	Iteration 40F: 3 clusters Score -6209216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -961862.562500 Penalty: 2216.625488
	Iteration 0F: 2 clusters Score -961862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -955710.500000 Penalty: 4433.250977
	Iteration 0F: 3 clusters Score -955710.5 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -957522.125000 Penalty: 4433.250977
	Iteration 1F: 3 clusters Score -957522.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -958005.375000 Penalty: 4433.250977
	Iteration 2F: 3 clusters Score -958005.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -958462.250000 Penalty: 4433.250977
	Iteration 3F: 3 clusters Score -958462.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -958812.187500 Penalty: 4433.250977
	Iteration 4F: 3 clusters Score -958812.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -959111.625000 Penalty: 4433.250977
	Iteration 5F: 3 clusters Score -959111.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -959385.687500 Penalty: 4433.250977
	Iteration 6F: 3 clusters Score -959385.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -959612.500000 Penalty: 4433.250977
	Iteration 7Q: 3 clusters Score -959612.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -959797.250000 Penalty: 4433.250977
	Iteration 8Q: 3 clusters Score -959797.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -959953.000000 Penalty: 4433.250977
	Iteration 9Q: 3 clusters Score -959953 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -960113.375000 Penalty: 4433.250977
	Iteration 10Q: 3 clusters Score -960113.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -960231.125000 Penalty: 4433.250977
	Iteration 11Q: 3 clusters Score -960231.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -960324.812500 Penalty: 4433.250977
	Iteration 12Q: 3 clusters Score -960324.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -960389.250000 Penalty: 4433.250977
	Iteration 13Q: 3 clusters Score -960389.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -960450.187500 Penalty: 4433.250977
	Iteration 14Q: 3 clusters Score -960450.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -960495.687500 Penalty: 4433.250977
	Iteration 15Q: 3 clusters Score -960495.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -960538.500000 Penalty: 4433.250977
	Iteration 16Q: 3 clusters Score -960538.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -960579.750000 Penalty: 4433.250977
	Iteration 17Q: 3 clusters Score -960579.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -960615.187500 Penalty: 4433.250977
	Iteration 18Q: 3 clusters Score -960615.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -960644.000000 Penalty: 4433.250977
	Iteration 19Q: 3 clusters Score -960644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -960672.500000 Penalty: 4433.250977
	Iteration 20F: 3 clusters Score -960672.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -960695.187500 Penalty: 4433.250977
	Iteration 21Q: 3 clusters Score -960695.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -960719.937500 Penalty: 4433.250977
	Iteration 22Q: 3 clusters Score -960719.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -960751.500000 Penalty: 4433.250977
	Iteration 23Q: 3 clusters Score -960751.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -960770.000000 Penalty: 4433.250977
	Iteration 24Q: 3 clusters Score -960770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -960786.000000 Penalty: 4433.250977
	Iteration 25Q: 3 clusters Score -960786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -960794.750000 Penalty: 4433.250977
	Iteration 26Q: 3 clusters Score -960794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -960799.312500 Penalty: 4433.250977
	Iteration 27Q: 3 clusters Score -960799.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -960805.125000 Penalty: 4433.250977
	Iteration 28Q: 3 clusters Score -960805.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -960812.500000 Penalty: 4433.250977
	Iteration 29Q: 3 clusters Score -960812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -960816.562500 Penalty: 4433.250977
	Iteration 30Q: 3 clusters Score -960816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -960820.875000 Penalty: 4433.250977
	Iteration 31Q: 3 clusters Score -960820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -960825.562500 Penalty: 4433.250977
	Iteration 32Q: 3 clusters Score -960825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -960826.125000 Penalty: 4433.250977
	Iteration 33Q: 3 clusters Score -960826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -960827.875000 Penalty: 4433.250977
	Iteration 34Q: 3 clusters Score -960827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -960827.875000 Penalty: 4433.250977
	Iteration 35F: 3 clusters Score -960827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -544788.750000 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -544788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -540753.812500 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -540753.8 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -541727.750000 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -541727.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -541991.625000 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -541991.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -542297.562500 Penalty: 4142.165039
	Iteration 3F: 3 clusters Score -542297.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -542661.937500 Penalty: 4142.165039
	Iteration 4F: 3 clusters Score -542661.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -543114.187500 Penalty: 4142.165039
	Iteration 5F: 3 clusters Score -543114.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -543696.687500 Penalty: 4142.165039
	Iteration 6F: 3 clusters Score -543696.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -544132.250000 Penalty: 4142.165039
	Iteration 7F: 3 clusters Score -544132.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -544354.062500 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -544354.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -544450.000000 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -544450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -544484.250000 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -544484.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -544500.062500 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -544500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -544507.375000 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -544507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -544511.812500 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -544511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -544512.750000 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -544512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -544512.812500 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -544512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -544514.250000 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -544514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -544515.000000 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -544515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -544515.000000 Penalty: 4142.165039
	Iteration 18F: 3 clusters Score -544515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Entering Unmasked Estep 
Score: -1088167.000000 Penalty: 2242.601807
	Iteration 0F: 2 clusters Score -1088167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1081508.875000 Penalty: 4485.203613
	Iteration 0F: 3 clusters Score -1081509 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1083534.375000 Penalty: 4485.203613
	Iteration 1F: 3 clusters Score -1083534 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1083982.125000 Penalty: 4485.203613
	Iteration 2F: 3 clusters Score -1083982 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1084416.875000 Penalty: 4485.203613
	Iteration 3F: 3 clusters Score -1084417 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1084884.625000 Penalty: 4485.203613
	Iteration 4F: 3 clusters Score -1084885 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1085354.125000 Penalty: 4485.203613
	Iteration 5F: 3 clusters Score -1085354 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1085712.125000 Penalty: 4485.203613
	Iteration 6F: 3 clusters Score -1085712 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1085937.750000 Penalty: 4485.203613
	Iteration 7Q: 3 clusters Score -1085938 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1086070.125000 Penalty: 4485.203613
	Iteration 8Q: 3 clusters Score -1086070 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1086150.125000 Penalty: 4485.203613
	Iteration 9Q: 3 clusters Score -1086150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1086187.750000 Penalty: 4485.203613
	Iteration 10Q: 3 clusters Score -1086188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1086209.000000 Penalty: 4485.203613
	Iteration 11Q: 3 clusters Score -1086209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1086220.625000 Penalty: 4485.203613
	Iteration 12Q: 3 clusters Score -1086221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1086229.000000 Penalty: 4485.203613
	Iteration 13Q: 3 clusters Score -1086229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1086243.625000 Penalty: 4485.203613
	Iteration 14Q: 3 clusters Score -1086244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1086259.500000 Penalty: 4485.203613
	Iteration 15Q: 3 clusters Score -1086260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1086263.375000 Penalty: 4485.203613
	Iteration 16Q: 3 clusters Score -1086263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1086267.250000 Penalty: 4485.203613
	Iteration 17Q: 3 clusters Score -1086267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1086271.250000 Penalty: 4485.203613
	Iteration 18Q: 3 clusters Score -1086271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1086273.250000 Penalty: 4485.203613
	Iteration 19Q: 3 clusters Score -1086273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1086274.375000 Penalty: 4485.203613
	Iteration 20F: 3 clusters Score -1086274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1086274.875000 Penalty: 4485.203613
	Iteration 21Q: 3 clusters Score -1086275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1086277.000000 Penalty: 4485.203613
	Iteration 22Q: 3 clusters Score -1086277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1086277.125000 Penalty: 4485.203613
	Iteration 23Q: 3 clusters Score -1086277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1086279.000000 Penalty: 4485.203613
	Iteration 24Q: 3 clusters Score -1086279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1086279.750000 Penalty: 4485.203613
	Iteration 25Q: 3 clusters Score -1086280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1086278.625000 Penalty: 4485.203613
	Iteration 26Q: 3 clusters Score -1086279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1086280.750000 Penalty: 4485.203613
	Iteration 27Q: 3 clusters Score -1086281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1086281.000000 Penalty: 4485.203613
	Iteration 28Q: 3 clusters Score -1086281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1086280.250000 Penalty: 4485.203613
	Iteration 29Q: 3 clusters Score -1086280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1086282.000000 Penalty: 4485.203613
	Iteration 30Q: 3 clusters Score -1086282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1086285.125000 Penalty: 4485.203613
	Iteration 31Q: 3 clusters Score -1086285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1086285.625000 Penalty: 4485.203613
	Iteration 32Q: 3 clusters Score -1086286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1086286.625000 Penalty: 4485.203613
	Iteration 33Q: 3 clusters Score -1086287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1086284.375000 Penalty: 4485.203613
	Iteration 34Q: 3 clusters Score -1086284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1086285.125000 Penalty: 4485.203613
	Iteration 35Q: 3 clusters Score -1086285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1086286.625000 Penalty: 4485.203613
	Iteration 36Q: 3 clusters Score -1086287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1086285.625000 Penalty: 4485.203613
	Iteration 37Q: 3 clusters Score -1086286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1086286.625000 Penalty: 4485.203613
	Iteration 38Q: 3 clusters Score -1086287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1086287.500000 Penalty: 4485.203613
	Iteration 39Q: 3 clusters Score -1086288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1086287.500000 Penalty: 4485.203613
	Iteration 40F: 3 clusters Score -1086288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -577444.750000 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -577444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -573219.375000 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -573219.4 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -574295.750000 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -574295.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -574612.000000 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -574612 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -574822.625000 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -574822.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -574989.000000 Penalty: 4176.548828
	Iteration 4Q: 3 clusters Score -574989 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -575165.500000 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -575165.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -575367.625000 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -575367.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -575530.312500 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -575530.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -575662.625000 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -575662.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -575745.125000 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -575745.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -575804.812500 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -575804.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -575849.375000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -575849.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -575887.687500 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -575887.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -575923.500000 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -575923.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -575943.687500 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -575943.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -575964.437500 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -575964.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -575981.125000 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -575981.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -576000.250000 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -576000.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -576009.875000 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -576009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -576020.375000 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -576020.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -576026.375000 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -576026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -576030.375000 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -576030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -576031.437500 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -576031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -576033.812500 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -576033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -576034.875000 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -576034.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -576038.562500 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -576038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -576039.812500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -576039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -576040.250000 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -576040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -576041.687500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -576041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -576041.687500 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -576041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -576041.687500 Penalty: 4176.548828
	Iteration 30F: 3 clusters Score -576041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1816263.375000 Penalty: 2383.576172
	Iteration 0F: 2 clusters Score -1816263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1805529.750000 Penalty: 4767.152344
	Iteration 0F: 3 clusters Score -1805530 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1809319.875000 Penalty: 4767.152344
	Iteration 1F: 3 clusters Score -1809320 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1810247.125000 Penalty: 4767.152344
	Iteration 2F: 3 clusters Score -1810247 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1811354.500000 Penalty: 4767.152344
	Iteration 3F: 3 clusters Score -1811354 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1812496.500000 Penalty: 4767.152344
	Iteration 4F: 3 clusters Score -1812496 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1813365.125000 Penalty: 4767.152344
	Iteration 5F: 3 clusters Score -1813365 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1813876.000000 Penalty: 4767.152344
	Iteration 6F: 3 clusters Score -1813876 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1814174.750000 Penalty: 4767.152344
	Iteration 7Q: 3 clusters Score -1814175 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1814355.375000 Penalty: 4767.152344
	Iteration 8Q: 3 clusters Score -1814355 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1814461.000000 Penalty: 4767.152344
	Iteration 9Q: 3 clusters Score -1814461 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1814561.625000 Penalty: 4767.152344
	Iteration 10Q: 3 clusters Score -1814562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1814634.500000 Penalty: 4767.152344
	Iteration 11Q: 3 clusters Score -1814634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1814694.500000 Penalty: 4767.152344
	Iteration 12Q: 3 clusters Score -1814694 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1814734.375000 Penalty: 4767.152344
	Iteration 13Q: 3 clusters Score -1814734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1814766.250000 Penalty: 4767.152344
	Iteration 14Q: 3 clusters Score -1814766 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1814806.875000 Penalty: 4767.152344
	Iteration 15Q: 3 clusters Score -1814807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1814836.250000 Penalty: 4767.152344
	Iteration 16Q: 3 clusters Score -1814836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1814866.125000 Penalty: 4767.152344
	Iteration 17Q: 3 clusters Score -1814866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1814890.625000 Penalty: 4767.152344
	Iteration 18Q: 3 clusters Score -1814891 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1814920.250000 Penalty: 4767.152344
	Iteration 19Q: 3 clusters Score -1814920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1814949.625000 Penalty: 4767.152344
	Iteration 20F: 3 clusters Score -1814950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1814965.125000 Penalty: 4767.152344
	Iteration 21Q: 3 clusters Score -1814965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1814964.250000 Penalty: 4767.152344
	Iteration 22Q: 3 clusters Score -1814964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1814984.375000 Penalty: 4767.152344
	Iteration 23Q: 3 clusters Score -1814984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1814992.875000 Penalty: 4767.152344
	Iteration 24Q: 3 clusters Score -1814993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1815004.875000 Penalty: 4767.152344
	Iteration 25Q: 3 clusters Score -1815005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1815021.250000 Penalty: 4767.152344
	Iteration 26Q: 3 clusters Score -1815021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1815023.875000 Penalty: 4767.152344
	Iteration 27Q: 3 clusters Score -1815024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1815031.875000 Penalty: 4767.152344
	Iteration 28Q: 3 clusters Score -1815032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1815038.375000 Penalty: 4767.152344
	Iteration 29Q: 3 clusters Score -1815038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1815047.625000 Penalty: 4767.152344
	Iteration 30Q: 3 clusters Score -1815048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1815050.375000 Penalty: 4767.152344
	Iteration 31Q: 3 clusters Score -1815050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1815052.000000 Penalty: 4767.152344
	Iteration 32Q: 3 clusters Score -1815052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1815052.750000 Penalty: 4767.152344
	Iteration 33Q: 3 clusters Score -1815053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1815054.375000 Penalty: 4767.152344
	Iteration 34Q: 3 clusters Score -1815054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1815055.000000 Penalty: 4767.152344
	Iteration 35Q: 3 clusters Score -1815055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1815051.625000 Penalty: 4767.152344
	Iteration 36Q: 3 clusters Score -1815052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1815052.625000 Penalty: 4767.152344
	Iteration 37Q: 3 clusters Score -1815053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1815055.125000 Penalty: 4767.152344
	Iteration 38Q: 3 clusters Score -1815055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1815055.500000 Penalty: 4767.152344
	Iteration 39Q: 3 clusters Score -1815056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1815060.500000 Penalty: 4767.152344
	Iteration 40F: 3 clusters Score -1815060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1815060.375000 Penalty: 4767.152344
	Iteration 41Q: 3 clusters Score -1815060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1815068.500000 Penalty: 4767.152344
	Iteration 42Q: 3 clusters Score -1815068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1815066.875000 Penalty: 4767.152344
	Iteration 43Q: 3 clusters Score -1815067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1815065.750000 Penalty: 4767.152344
	Iteration 44Q: 3 clusters Score -1815066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1815066.625000 Penalty: 4767.152344
	Iteration 45Q: 3 clusters Score -1815067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1815067.500000 Penalty: 4767.152344
	Iteration 46Q: 3 clusters Score -1815068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1815067.500000 Penalty: 4767.152344
	Iteration 47Q: 3 clusters Score -1815068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1815069.125000 Penalty: 4767.152344
	Iteration 48Q: 3 clusters Score -1815069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1815072.375000 Penalty: 4767.152344
	Iteration 49Q: 3 clusters Score -1815072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1815072.000000 Penalty: 4767.152344
	Iteration 50Q: 3 clusters Score -1815072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1815075.250000 Penalty: 4767.152344
	Iteration 51Q: 3 clusters Score -1815075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1815076.250000 Penalty: 4767.152344
	Iteration 52Q: 3 clusters Score -1815076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1815074.125000 Penalty: 4767.152344
	Iteration 53Q: 3 clusters Score -1815074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1815077.500000 Penalty: 4767.152344
	Iteration 54Q: 3 clusters Score -1815078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1815075.375000 Penalty: 4767.152344
	Iteration 55Q: 3 clusters Score -1815075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1815079.250000 Penalty: 4767.152344
	Iteration 56Q: 3 clusters Score -1815079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1815079.875000 Penalty: 4767.152344
	Iteration 57Q: 3 clusters Score -1815080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1815082.750000 Penalty: 4767.152344
	Iteration 58Q: 3 clusters Score -1815083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1815081.750000 Penalty: 4767.152344
	Iteration 59Q: 3 clusters Score -1815082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1815085.375000 Penalty: 4767.152344
	Iteration 60F: 3 clusters Score -1815085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1815084.750000 Penalty: 4767.152344
	Iteration 61Q: 3 clusters Score -1815085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1815085.750000 Penalty: 4767.152344
	Iteration 62Q: 3 clusters Score -1815086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1815085.125000 Penalty: 4767.152344
	Iteration 63Q: 3 clusters Score -1815085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1815087.375000 Penalty: 4767.152344
	Iteration 64Q: 3 clusters Score -1815087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1815086.375000 Penalty: 4767.152344
	Iteration 65Q: 3 clusters Score -1815086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1815086.375000 Penalty: 4767.152344
	Iteration 66F: 3 clusters Score -1815086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -298531.843750 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -298531.8 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 1204 members 
Entering Unmasked Estep 
Score: -295705.062500 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -295705.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -296299.125000 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -296299.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296452.531250 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -296452.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -296574.468750 Penalty: 3857.161377
	Iteration 3F: 3 clusters Score -296574.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -296667.437500 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -296667.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -296764.093750 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -296764.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -296833.750000 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -296833.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -296885.500000 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -296885.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -296917.250000 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -296917.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -296943.875000 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -296943.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -296960.875000 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -296960.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -296971.343750 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -296971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -296976.031250 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -296980.406250 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -296985.156250 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -296988.625000 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -296992.750000 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -296994.187500 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -296995.750000 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -296997.875000 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -296999.812500 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297001.562500 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -297001.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297004.093750 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -297004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -297005.156250 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -297005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -297009.031250 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -297009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -297013.781250 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -297013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -297018.156250 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -297018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -297020.718750 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -297020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -297020.437500 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -297020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -297022.250000 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -297022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -297024.218750 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -297024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -297023.968750 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -297024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -297023.968750 Penalty: 3857.161377
	Iteration 32F: 3 clusters Score -297024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -69659.929688 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -69659.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68216.101562 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68216.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68530.718750 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -68530.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68780.085938 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -68780.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68875.484375 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -68875.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68918.125000 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -68918.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68950.500000 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -68950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68963.195312 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -68963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68969.406250 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -68969.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68975.289062 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -68975.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68985.687500 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -68985.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68989.703125 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -68989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68995.929688 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -68995.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68998.500000 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -68998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68998.500000 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -68998.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -274067.062500 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -274067.1 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 1172 members 
Entering Unmasked Estep 
Score: -271270.593750 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -271270.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271830.687500 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -271830.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -271977.281250 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -271977.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -272078.406250 Penalty: 3845.584473
	Iteration 3Q: 3 clusters Score -272078.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272169.593750 Penalty: 3845.584473
	Iteration 4Q: 3 clusters Score -272169.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272264.906250 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -272264.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -272365.937500 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -272365.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -272450.500000 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -272450.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -272528.812500 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -272528.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -272592.125000 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -272592.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -272633.968750 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -272634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -272667.687500 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -272667.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -272686.531250 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -272686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272710.687500 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -272710.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -272733.906250 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -272733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -272750.781250 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -272750.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272761.593750 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -272761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -272768.031250 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -272768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272772.593750 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -272772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -272773.687500 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -272773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272777.562500 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -272777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -272779.656250 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -272779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272780.031250 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -272780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -272780.968750 Penalty: 3845.584473
	Iteration 23Q: 3 clusters Score -272781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272781.968750 Penalty: 3845.584473
	Iteration 24Q: 3 clusters Score -272782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272781.968750 Penalty: 3845.584473
	Iteration 25F: 3 clusters Score -272782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -368607.625000 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -368607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -365493.093750 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -365493.1 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -366105.531250 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -366105.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -366241.593750 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -366241.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -366323.656250 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -366323.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -366363.593750 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -366363.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -366397.718750 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -366397.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -366424.718750 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -366424.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366443.500000 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -366443.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366458.593750 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -366458.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -366467.281250 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -366467.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -366475.375000 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -366475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -366478.781250 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -366478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -366481.906250 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -366481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -366483.875000 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -366483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -366485.343750 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -366485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -366490.437500 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -366490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -366494.187500 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -366494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366497.187500 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -366497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -366498.875000 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -366498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -366501.281250 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -366501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -366501.593750 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -366501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -366501.875000 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -366501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -366501.875000 Penalty: 3942.924316
	Iteration 22F: 3 clusters Score -366501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Entering Unmasked Estep 
Score: -1889967.500000 Penalty: 2380.215088
	Iteration 0F: 2 clusters Score -1889968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1879290.500000 Penalty: 4760.430176
	Iteration 0F: 3 clusters Score -1879290 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1882722.625000 Penalty: 4760.430176
	Iteration 1F: 3 clusters Score -1882723 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1883162.375000 Penalty: 4760.430176
	Iteration 2F: 3 clusters Score -1883162 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1883550.875000 Penalty: 4760.430176
	Iteration 3F: 3 clusters Score -1883551 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1883933.750000 Penalty: 4760.430176
	Iteration 4Q: 3 clusters Score -1883934 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1884351.625000 Penalty: 4760.430176
	Iteration 5Q: 3 clusters Score -1884352 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1884924.250000 Penalty: 4760.430176
	Iteration 6F: 3 clusters Score -1884924 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1885765.000000 Penalty: 4760.430176
	Iteration 7F: 3 clusters Score -1885765 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1886973.500000 Penalty: 4760.430176
	Iteration 8F: 3 clusters Score -1886974 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1888154.625000 Penalty: 4760.430176
	Iteration 9F: 3 clusters Score -1888155 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1889026.125000 Penalty: 4760.430176
	Iteration 10F: 3 clusters Score -1889026 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1889608.000000 Penalty: 4760.430176
	Iteration 11Q: 3 clusters Score -1889608 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1889945.250000 Penalty: 4760.430176
	Iteration 12Q: 3 clusters Score -1889945 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1890141.750000 Penalty: 4760.430176
	Iteration 13Q: 3 clusters Score -1890142 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1890289.750000 Penalty: 4760.430176
	Iteration 14Q: 3 clusters Score -1890290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1890380.125000 Penalty: 4760.430176
	Iteration 15Q: 3 clusters Score -1890380 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1890437.750000 Penalty: 4760.430176
	Iteration 16Q: 3 clusters Score -1890438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1890483.375000 Penalty: 4760.430176
	Iteration 17Q: 3 clusters Score -1890483 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1890523.750000 Penalty: 4760.430176
	Iteration 18Q: 3 clusters Score -1890524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1890545.250000 Penalty: 4760.430176
	Iteration 19Q: 3 clusters Score -1890545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1890558.625000 Penalty: 4760.430176
	Iteration 20F: 3 clusters Score -1890559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1890574.000000 Penalty: 4760.430176
	Iteration 21Q: 3 clusters Score -1890574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1890581.625000 Penalty: 4760.430176
	Iteration 22Q: 3 clusters Score -1890582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1890586.750000 Penalty: 4760.430176
	Iteration 23Q: 3 clusters Score -1890587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1890587.500000 Penalty: 4760.430176
	Iteration 24Q: 3 clusters Score -1890588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1890595.000000 Penalty: 4760.430176
	Iteration 25Q: 3 clusters Score -1890595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1890600.250000 Penalty: 4760.430176
	Iteration 26Q: 3 clusters Score -1890600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1890605.750000 Penalty: 4760.430176
	Iteration 27Q: 3 clusters Score -1890606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1890606.875000 Penalty: 4760.430176
	Iteration 28Q: 3 clusters Score -1890607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1890613.375000 Penalty: 4760.430176
	Iteration 29Q: 3 clusters Score -1890613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1890617.875000 Penalty: 4760.430176
	Iteration 30Q: 3 clusters Score -1890618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1890624.000000 Penalty: 4760.430176
	Iteration 31Q: 3 clusters Score -1890624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1890628.750000 Penalty: 4760.430176
	Iteration 32Q: 3 clusters Score -1890629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1890627.250000 Penalty: 4760.430176
	Iteration 33Q: 3 clusters Score -1890627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1890627.625000 Penalty: 4760.430176
	Iteration 34Q: 3 clusters Score -1890628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1890628.875000 Penalty: 4760.430176
	Iteration 35Q: 3 clusters Score -1890629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1890633.250000 Penalty: 4760.430176
	Iteration 36Q: 3 clusters Score -1890633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1890639.875000 Penalty: 4760.430176
	Iteration 37Q: 3 clusters Score -1890640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1890637.750000 Penalty: 4760.430176
	Iteration 38Q: 3 clusters Score -1890638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1890640.250000 Penalty: 4760.430176
	Iteration 39Q: 3 clusters Score -1890640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1890639.500000 Penalty: 4760.430176
	Iteration 40F: 3 clusters Score -1890640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1890641.875000 Penalty: 4760.430176
	Iteration 41Q: 3 clusters Score -1890642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1890645.500000 Penalty: 4760.430176
	Iteration 42Q: 3 clusters Score -1890646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1890644.750000 Penalty: 4760.430176
	Iteration 43Q: 3 clusters Score -1890645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1890645.625000 Penalty: 4760.430176
	Iteration 44Q: 3 clusters Score -1890646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1890647.000000 Penalty: 4760.430176
	Iteration 45Q: 3 clusters Score -1890647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1890646.000000 Penalty: 4760.430176
	Iteration 46Q: 3 clusters Score -1890646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1890646.750000 Penalty: 4760.430176
	Iteration 47Q: 3 clusters Score -1890647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1890646.625000 Penalty: 4760.430176
	Iteration 48Q: 3 clusters Score -1890647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1890642.750000 Penalty: 4760.430176
	Iteration 49Q: 3 clusters Score -1890643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1890642.125000 Penalty: 4760.430176
	Iteration 50Q: 3 clusters Score -1890642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1890644.625000 Penalty: 4760.430176
	Iteration 51Q: 3 clusters Score -1890645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1890644.625000 Penalty: 4760.430176
	Iteration 52F: 3 clusters Score -1890645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 61202 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 117311 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 162253 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 83852 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 48057 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 14931 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 601 members 
Mstep: Class 38 contains 2329 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 7771 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 6959 members 
Entering Unmasked Estep 
Score: -111260688.000000 Penalty: 145996.140625
Splitting cluster 40 changes total score from -111261392.000000 to -111260688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -110143.882812 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -110143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108292.148438 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -108292.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108565.351562 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -108565.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108669.523438 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -108669.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108739.234375 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -108739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108804.781250 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -108804.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108856.757812 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -108856.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108971.531250 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -108971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109086.593750 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -109086.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -109180.140625 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -109180.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109256.289062 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -109256.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109290.789062 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -109290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109302.515625 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -109302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109310.468750 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -109310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109312.640625 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -109312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109312.640625 Penalty: 3356.602051
	Iteration 14F: 3 clusters Score -109312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -91469.726562 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -91469.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89705.921875 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -89705.92 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89952.500000 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -89952.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90059.484375 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -90059.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90137.601562 Penalty: 3286.851807
	Iteration 3Q: 3 clusters Score -90137.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90200.992188 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -90200.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90234.203125 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -90234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90264.945312 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -90264.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90293.289062 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -90293.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90318.375000 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -90318.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90340.460938 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -90340.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90355.890625 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -90355.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90375.179688 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -90375.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90409.046875 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -90409.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90483.273438 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -90483.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90514.937500 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -90514.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90538.539062 Penalty: 3286.851807
	Iteration 15Q: 3 clusters Score -90538.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90581.000000 Penalty: 3286.851807
	Iteration 16Q: 3 clusters Score -90581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90602.578125 Penalty: 3286.851807
	Iteration 17Q: 3 clusters Score -90602.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90618.210938 Penalty: 3286.851807
	Iteration 18Q: 3 clusters Score -90618.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90621.476562 Penalty: 3286.851807
	Iteration 19Q: 3 clusters Score -90621.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90626.914062 Penalty: 3286.851807
	Iteration 20F: 3 clusters Score -90626.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90636.406250 Penalty: 3286.851807
	Iteration 21Q: 3 clusters Score -90636.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90643.039062 Penalty: 3286.851807
	Iteration 22Q: 3 clusters Score -90643.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90653.468750 Penalty: 3286.851807
	Iteration 23Q: 3 clusters Score -90653.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90658.656250 Penalty: 3286.851807
	Iteration 24Q: 3 clusters Score -90658.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90664.843750 Penalty: 3286.851807
	Iteration 25Q: 3 clusters Score -90664.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90671.320312 Penalty: 3286.851807
	Iteration 26Q: 3 clusters Score -90671.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90674.273438 Penalty: 3286.851807
	Iteration 27Q: 3 clusters Score -90674.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90675.414062 Penalty: 3286.851807
	Iteration 28Q: 3 clusters Score -90675.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90675.414062 Penalty: 3286.851807
	Iteration 29F: 3 clusters Score -90675.41 nChanged 0
--- Evaluating fit on full set of 2647627 points ---
Entering Unmasked Estep 
Score: -334187168.000000 Penalty: 154044.031250
21->43 Clusters: Score -334187168.000000, best is -334157248.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 882542 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 42448 members 
Mstep: Class 3 contains 42294 members 
Mstep: Class 4 contains 42293 members 
Mstep: Class 5 contains 42051 members 
Mstep: Class 6 contains 42093 members 
Mstep: Class 7 contains 41827 members 
Mstep: Class 8 contains 41892 members 
Mstep: Class 9 contains 42116 members 
Mstep: Class 10 contains 42010 members 
Mstep: Class 11 contains 41781 members 
Mstep: Class 12 contains 42106 members 
Mstep: Class 13 contains 41959 members 
Mstep: Class 14 contains 42234 members 
Mstep: Class 15 contains 41795 members 
Mstep: Class 16 contains 41928 members 
Mstep: Class 17 contains 41775 members 
Mstep: Class 18 contains 41807 members 
Mstep: Class 19 contains 42265 members 
Mstep: Class 20 contains 42280 members 
Mstep: Class 21 contains 41984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 367.464661 but Gain 3395.257812
Score: -104319016.000000 Penalty: 67905.187500
Iteration 0F: 21 clusters Score -1.04319e+08 nChanged 836883
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 38383 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 49768 members 
Mstep: Class 5 contains 40002 members 
Mstep: Class 6 contains 32843 members 
Mstep: Class 7 contains 19838 members 
Mstep: Class 8 contains 83738 members 
Mstep: Class 9 contains 25285 members 
Mstep: Class 10 contains 60741 members 
Mstep: Class 11 contains 46175 members 
Mstep: Class 12 contains 36930 members 
Mstep: Class 13 contains 38789 members 
Mstep: Class 14 contains 50684 members 
Mstep: Class 16 contains 27102 members 
Mstep: Class 17 contains 63444 members 
Mstep: Class 18 contains 91021 members 
Mstep: Class 19 contains 72964 members 
Mstep: Class 20 contains 31911 members 
Mstep: Class 21 contains 24256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108044040.000000 Penalty: 67905.187500
Iteration 1F: 21 clusters Score -1.08044e+08 nChanged 442770
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 15349 members 
Mstep: Class 3 contains 23341 members 
Mstep: Class 4 contains 44228 members 
Mstep: Class 5 contains 28258 members 
Mstep: Class 6 contains 16565 members 
Mstep: Class 7 contains 19716 members 
Mstep: Class 8 contains 43765 members 
Mstep: Class 9 contains 20013 members 
Mstep: Class 10 contains 94447 members 
Mstep: Class 11 contains 41326 members 
Mstep: Class 12 contains 72875 members 
Mstep: Class 13 contains 59070 members 
Mstep: Class 14 contains 76464 members 
Mstep: Class 16 contains 28064 members 
Mstep: Class 17 contains 35848 members 
Mstep: Class 18 contains 125885 members 
Mstep: Class 19 contains 64102 members 
Mstep: Class 20 contains 41304 members 
Mstep: Class 21 contains 11200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109454672.000000 Penalty: 67905.187500
Iteration 2F: 21 clusters Score -1.094547e+08 nChanged 271276
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 10155 members 
Mstep: Class 3 contains 34060 members 
Mstep: Class 4 contains 34500 members 
Mstep: Class 5 contains 23315 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 21666 members 
Mstep: Class 8 contains 34899 members 
Mstep: Class 9 contains 24916 members 
Mstep: Class 10 contains 105200 members 
Mstep: Class 11 contains 46077 members 
Mstep: Class 12 contains 75744 members 
Mstep: Class 13 contains 67220 members 
Mstep: Class 14 contains 83381 members 
Mstep: Class 16 contains 23977 members 
Mstep: Class 17 contains 24737 members 
Mstep: Class 18 contains 146061 members 
Mstep: Class 19 contains 53347 members 
Mstep: Class 20 contains 44282 members 
Mstep: Class 21 contains 7324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110005960.000000 Penalty: 67905.187500
Iteration 3F: 21 clusters Score -1.10006e+08 nChanged 184020
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 40168 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 21421 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 26638 members 
Mstep: Class 8 contains 29109 members 
Mstep: Class 9 contains 36629 members 
Mstep: Class 10 contains 107112 members 
Mstep: Class 11 contains 52264 members 
Mstep: Class 12 contains 70836 members 
Mstep: Class 13 contains 66082 members 
Mstep: Class 14 contains 83817 members 
Mstep: Class 16 contains 21551 members 
Mstep: Class 17 contains 21158 members 
Mstep: Class 18 contains 155528 members 
Mstep: Class 19 contains 42714 members 
Mstep: Class 20 contains 44710 members 
Mstep: Class 21 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110271576.000000 Penalty: 67905.187500
Iteration 4F: 21 clusters Score -1.102716e+08 nChanged 134803
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 41550 members 
Mstep: Class 4 contains 26925 members 
Mstep: Class 5 contains 18968 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 32096 members 
Mstep: Class 8 contains 23225 members 
Mstep: Class 9 contains 45410 members 
Mstep: Class 10 contains 105204 members 
Mstep: Class 11 contains 58054 members 
Mstep: Class 12 contains 70088 members 
Mstep: Class 13 contains 66122 members 
Mstep: Class 14 contains 80532 members 
Mstep: Class 16 contains 21181 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 160372 members 
Mstep: Class 19 contains 32136 members 
Mstep: Class 20 contains 45759 members 
Mstep: Class 21 contains 10283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110435560.000000 Penalty: 67905.187500
Iteration 5F: 21 clusters Score -1.104356e+08 nChanged 106986
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9442 members 
Mstep: Class 3 contains 41094 members 
Mstep: Class 4 contains 28575 members 
Mstep: Class 5 contains 16543 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 36570 members 
Mstep: Class 8 contains 18180 members 
Mstep: Class 9 contains 52539 members 
Mstep: Class 10 contains 104150 members 
Mstep: Class 11 contains 64250 members 
Mstep: Class 12 contains 71359 members 
Mstep: Class 13 contains 65333 members 
Mstep: Class 14 contains 74153 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 19969 members 
Mstep: Class 18 contains 161525 members 
Mstep: Class 19 contains 22387 members 
Mstep: Class 20 contains 49107 members 
Mstep: Class 21 contains 12881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110568656.000000 Penalty: 67905.187500
Iteration 6F: 21 clusters Score -1.105687e+08 nChanged 91938
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9450 members 
Mstep: Class 3 contains 39699 members 
Mstep: Class 4 contains 32006 members 
Mstep: Class 5 contains 14549 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 39811 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 58861 members 
Mstep: Class 10 contains 106867 members 
Mstep: Class 11 contains 71369 members 
Mstep: Class 12 contains 72045 members 
Mstep: Class 13 contains 62361 members 
Mstep: Class 14 contains 65825 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 17 contains 19595 members 
Mstep: Class 18 contains 159041 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 53878 members 
Mstep: Class 21 contains 14954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110693416.000000 Penalty: 67905.187500
Iteration 7F: 21 clusters Score -1.106934e+08 nChanged 80075
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10127 members 
Mstep: Class 3 contains 37460 members 
Mstep: Class 4 contains 35158 members 
Mstep: Class 5 contains 13038 members 
Mstep: Class 6 contains 1924 members 
Mstep: Class 7 contains 41369 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 64157 members 
Mstep: Class 10 contains 111491 members 
Mstep: Class 11 contains 78498 members 
Mstep: Class 12 contains 71980 members 
Mstep: Class 13 contains 58087 members 
Mstep: Class 14 contains 57371 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 18987 members 
Mstep: Class 18 contains 152559 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 62458 members 
Mstep: Class 21 contains 16286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110814272.000000 Penalty: 67905.187500
Iteration 8F: 21 clusters Score -1.108143e+08 nChanged 65845
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 34539 members 
Mstep: Class 4 contains 37188 members 
Mstep: Class 5 contains 11909 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 41425 members 
Mstep: Class 8 contains 7434 members 
Mstep: Class 9 contains 67623 members 
Mstep: Class 10 contains 117188 members 
Mstep: Class 11 contains 85117 members 
Mstep: Class 12 contains 71423 members 
Mstep: Class 13 contains 53398 members 
Mstep: Class 14 contains 52176 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 18373 members 
Mstep: Class 18 contains 143457 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 72495 members 
Mstep: Class 21 contains 17192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110902416.000000 Penalty: 67905.187500
Iteration 9F: 21 clusters Score -1.109024e+08 nChanged 49261
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 31527 members 
Mstep: Class 4 contains 38293 members 
Mstep: Class 5 contains 11051 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 40794 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 69537 members 
Mstep: Class 10 contains 122650 members 
Mstep: Class 11 contains 90829 members 
Mstep: Class 12 contains 70742 members 
Mstep: Class 13 contains 49178 members 
Mstep: Class 14 contains 51262 members 
Mstep: Class 16 contains 21042 members 
Mstep: Class 17 contains 17712 members 
Mstep: Class 18 contains 135690 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 20 contains 78681 members 
Mstep: Class 21 contains 17906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110955904.000000 Penalty: 67905.187500
Iteration 10F: 21 clusters Score -1.109559e+08 nChanged 35064
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13269 members 
Mstep: Class 3 contains 29332 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 39874 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 70718 members 
Mstep: Class 10 contains 126949 members 
Mstep: Class 11 contains 96346 members 
Mstep: Class 12 contains 70135 members 
Mstep: Class 13 contains 45643 members 
Mstep: Class 14 contains 52315 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 17297 members 
Mstep: Class 18 contains 129657 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 80957 members 
Mstep: Class 21 contains 18460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110980784.000000 Penalty: 67905.187500
Iteration 11Q: 21 clusters Score -1.109808e+08 nChanged 25605
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 28417 members 
Mstep: Class 4 contains 38967 members 
Mstep: Class 5 contains 9688 members 
Mstep: Class 6 contains 1847 members 
Mstep: Class 7 contains 38870 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 71542 members 
Mstep: Class 10 contains 130058 members 
Mstep: Class 11 contains 102016 members 
Mstep: Class 12 contains 69760 members 
Mstep: Class 13 contains 42123 members 
Mstep: Class 14 contains 53060 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 16869 members 
Mstep: Class 18 contains 124977 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 81900 members 
Mstep: Class 21 contains 18919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110995488.000000 Penalty: 67905.187500
Iteration 12Q: 21 clusters Score -1.109955e+08 nChanged 19797
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 15339 members 
Mstep: Class 3 contains 28124 members 
Mstep: Class 4 contains 38918 members 
Mstep: Class 5 contains 9163 members 
Mstep: Class 6 contains 1850 members 
Mstep: Class 7 contains 37906 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 72145 members 
Mstep: Class 10 contains 132161 members 
Mstep: Class 11 contains 107621 members 
Mstep: Class 12 contains 69577 members 
Mstep: Class 13 contains 38570 members 
Mstep: Class 14 contains 53517 members 
Mstep: Class 16 contains 20769 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 121281 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 82519 members 
Mstep: Class 21 contains 19270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111006448.000000 Penalty: 67905.187500
Iteration 13Q: 21 clusters Score -1.110064e+08 nChanged 16716
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 16446 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 38779 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 72589 members 
Mstep: Class 10 contains 133571 members 
Mstep: Class 11 contains 113355 members 
Mstep: Class 12 contains 69395 members 
Mstep: Class 13 contains 34928 members 
Mstep: Class 14 contains 53785 members 
Mstep: Class 16 contains 20611 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 118465 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 82890 members 
Mstep: Class 21 contains 19535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016568.000000 Penalty: 67905.187500
Iteration 14Q: 21 clusters Score -1.110166e+08 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 38625 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 35742 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 72912 members 
Mstep: Class 10 contains 134462 members 
Mstep: Class 11 contains 119248 members 
Mstep: Class 12 contains 69288 members 
Mstep: Class 13 contains 31078 members 
Mstep: Class 14 contains 53982 members 
Mstep: Class 16 contains 20661 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 116186 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 83081 members 
Mstep: Class 21 contains 19766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111024496.000000 Penalty: 67905.187500
Iteration 15Q: 21 clusters Score -1.110245e+08 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 18540 members 
Mstep: Class 3 contains 27805 members 
Mstep: Class 4 contains 38453 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 34727 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 73214 members 
Mstep: Class 10 contains 135039 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 69143 members 
Mstep: Class 13 contains 26883 members 
Mstep: Class 14 contains 54093 members 
Mstep: Class 16 contains 20705 members 
Mstep: Class 17 contains 14925 members 
Mstep: Class 18 contains 114281 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 83224 members 
Mstep: Class 21 contains 19978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111032984.000000 Penalty: 67905.187500
Iteration 16Q: 21 clusters Score -1.11033e+08 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 19505 members 
Mstep: Class 3 contains 27763 members 
Mstep: Class 4 contains 38222 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 33691 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 73491 members 
Mstep: Class 10 contains 135370 members 
Mstep: Class 11 contains 131547 members 
Mstep: Class 12 contains 69024 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 54155 members 
Mstep: Class 16 contains 20718 members 
Mstep: Class 17 contains 14511 members 
Mstep: Class 18 contains 112817 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 83278 members 
Mstep: Class 21 contains 20170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111040376.000000 Penalty: 67905.187500
Iteration 17Q: 21 clusters Score -1.110404e+08 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 20402 members 
Mstep: Class 3 contains 27761 members 
Mstep: Class 4 contains 37957 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 32565 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 73735 members 
Mstep: Class 10 contains 135482 members 
Mstep: Class 11 contains 137905 members 
Mstep: Class 12 contains 68864 members 
Mstep: Class 13 contains 18096 members 
Mstep: Class 14 contains 54188 members 
Mstep: Class 16 contains 20675 members 
Mstep: Class 17 contains 14202 members 
Mstep: Class 18 contains 111588 members 
Mstep: Class 19 contains 2417 members 
Mstep: Class 20 contains 83304 members 
Mstep: Class 21 contains 20341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049672.000000 Penalty: 67905.187500
Iteration 18Q: 21 clusters Score -1.110497e+08 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 21295 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 37703 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 31420 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 73944 members 
Mstep: Class 10 contains 135369 members 
Mstep: Class 11 contains 144394 members 
Mstep: Class 12 contains 68601 members 
Mstep: Class 13 contains 13894 members 
Mstep: Class 14 contains 54245 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 13889 members 
Mstep: Class 18 contains 110435 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 83283 members 
Mstep: Class 21 contains 20498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111059944.000000 Penalty: 67905.187500
Iteration 19Q: 21 clusters Score -1.110599e+08 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 27697 members 
Mstep: Class 4 contains 37438 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 30152 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 74148 members 
Mstep: Class 10 contains 135034 members 
Mstep: Class 11 contains 150294 members 
Mstep: Class 12 contains 68263 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 54284 members 
Mstep: Class 16 contains 20575 members 
Mstep: Class 17 contains 13544 members 
Mstep: Class 18 contains 109456 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 83259 members 
Mstep: Class 21 contains 20586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111074832.000000 Penalty: 67905.187500
Iteration 20F: 21 clusters Score -1.110748e+08 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 22808 members 
Mstep: Class 3 contains 28194 members 
Mstep: Class 4 contains 37155 members 
Mstep: Class 5 contains 7820 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 1634 members 
Mstep: Class 9 contains 74320 members 
Mstep: Class 10 contains 134498 members 
Mstep: Class 11 contains 155000 members 
Mstep: Class 12 contains 67866 members 
Mstep: Class 13 contains 8400 members 
Mstep: Class 14 contains 54344 members 
Mstep: Class 16 contains 20091 members 
Mstep: Class 17 contains 13292 members 
Mstep: Class 18 contains 107668 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 83222 members 
Mstep: Class 21 contains 20645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094656.000000 Penalty: 67905.187500
Iteration 21Q: 21 clusters Score -1.110947e+08 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 23435 members 
Mstep: Class 3 contains 28289 members 
Mstep: Class 4 contains 36939 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 1973 members 
Mstep: Class 7 contains 27708 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 74493 members 
Mstep: Class 10 contains 133930 members 
Mstep: Class 11 contains 158678 members 
Mstep: Class 12 contains 67379 members 
Mstep: Class 13 contains 7417 members 
Mstep: Class 14 contains 54454 members 
Mstep: Class 16 contains 19762 members 
Mstep: Class 17 contains 13037 members 
Mstep: Class 18 contains 105422 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 83238 members 
Mstep: Class 21 contains 20733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111112688.000000 Penalty: 67905.187500
Iteration 22Q: 21 clusters Score -1.111127e+08 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 23922 members 
Mstep: Class 3 contains 28110 members 
Mstep: Class 4 contains 36783 members 
Mstep: Class 5 contains 8387 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 26873 members 
Mstep: Class 8 contains 1413 members 
Mstep: Class 9 contains 74638 members 
Mstep: Class 10 contains 133373 members 
Mstep: Class 11 contains 162031 members 
Mstep: Class 12 contains 66795 members 
Mstep: Class 13 contains 7011 members 
Mstep: Class 14 contains 54632 members 
Mstep: Class 16 contains 19639 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 102612 members 
Mstep: Class 19 contains 7204 members 
Mstep: Class 20 contains 83272 members 
Mstep: Class 21 contains 20845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125896.000000 Penalty: 67905.187500
Iteration 23Q: 21 clusters Score -1.111259e+08 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 36592 members 
Mstep: Class 5 contains 8625 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 26268 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 74750 members 
Mstep: Class 10 contains 132927 members 
Mstep: Class 11 contains 164691 members 
Mstep: Class 12 contains 66227 members 
Mstep: Class 13 contains 6898 members 
Mstep: Class 14 contains 54808 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 12478 members 
Mstep: Class 18 contains 100550 members 
Mstep: Class 19 contains 8098 members 
Mstep: Class 20 contains 83288 members 
Mstep: Class 21 contains 20936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111131864.000000 Penalty: 67905.187500
Iteration 24Q: 21 clusters Score -1.111319e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 24982 members 
Mstep: Class 3 contains 27877 members 
Mstep: Class 4 contains 36412 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 25841 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 74828 members 
Mstep: Class 10 contains 132566 members 
Mstep: Class 11 contains 166357 members 
Mstep: Class 12 contains 65805 members 
Mstep: Class 13 contains 6884 members 
Mstep: Class 14 contains 54982 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 12223 members 
Mstep: Class 18 contains 99447 members 
Mstep: Class 19 contains 8366 members 
Mstep: Class 20 contains 83290 members 
Mstep: Class 21 contains 20962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111134056.000000 Penalty: 67905.187500
Iteration 25Q: 21 clusters Score -1.111341e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 25686 members 
Mstep: Class 3 contains 27834 members 
Mstep: Class 4 contains 36261 members 
Mstep: Class 5 contains 9033 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 25554 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 74879 members 
Mstep: Class 10 contains 132230 members 
Mstep: Class 11 contains 167416 members 
Mstep: Class 12 contains 65452 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 55118 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 11975 members 
Mstep: Class 18 contains 98751 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 83296 members 
Mstep: Class 21 contains 20973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111134848.000000 Penalty: 67905.187500
Iteration 26Q: 21 clusters Score -1.111348e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 26442 members 
Mstep: Class 3 contains 27821 members 
Mstep: Class 4 contains 36141 members 
Mstep: Class 5 contains 9179 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 74918 members 
Mstep: Class 10 contains 131939 members 
Mstep: Class 11 contains 168103 members 
Mstep: Class 12 contains 65097 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 55206 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 11714 members 
Mstep: Class 18 contains 98311 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 83312 members 
Mstep: Class 21 contains 20984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111135312.000000 Penalty: 67905.187500
Iteration 27Q: 21 clusters Score -1.111353e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 27244 members 
Mstep: Class 3 contains 27789 members 
Mstep: Class 4 contains 36001 members 
Mstep: Class 5 contains 9297 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 74947 members 
Mstep: Class 10 contains 131622 members 
Mstep: Class 11 contains 168648 members 
Mstep: Class 12 contains 64790 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 14 contains 55280 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 11479 members 
Mstep: Class 18 contains 97970 members 
Mstep: Class 19 contains 8599 members 
Mstep: Class 20 contains 83336 members 
Mstep: Class 21 contains 20972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111135848.000000 Penalty: 67905.187500
Iteration 28Q: 21 clusters Score -1.111358e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 28095 members 
Mstep: Class 3 contains 27763 members 
Mstep: Class 4 contains 35832 members 
Mstep: Class 5 contains 9414 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 25085 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 74967 members 
Mstep: Class 10 contains 131320 members 
Mstep: Class 11 contains 169055 members 
Mstep: Class 12 contains 64521 members 
Mstep: Class 13 contains 6909 members 
Mstep: Class 14 contains 55335 members 
Mstep: Class 16 contains 19611 members 
Mstep: Class 17 contains 11208 members 
Mstep: Class 18 contains 97684 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 83383 members 
Mstep: Class 21 contains 20964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111136224.000000 Penalty: 67905.187500
Iteration 29Q: 21 clusters Score -1.111362e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 28971 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 35684 members 
Mstep: Class 5 contains 9501 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 24996 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 74983 members 
Mstep: Class 10 contains 131087 members 
Mstep: Class 11 contains 169358 members 
Mstep: Class 12 contains 64277 members 
Mstep: Class 13 contains 6921 members 
Mstep: Class 14 contains 55371 members 
Mstep: Class 16 contains 19610 members 
Mstep: Class 17 contains 10873 members 
Mstep: Class 18 contains 97443 members 
Mstep: Class 19 contains 8654 members 
Mstep: Class 20 contains 83415 members 
Mstep: Class 21 contains 20953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111136944.000000 Penalty: 67905.187500
Iteration 30Q: 21 clusters Score -1.111369e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 29848 members 
Mstep: Class 3 contains 27749 members 
Mstep: Class 4 contains 35531 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 24900 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 74999 members 
Mstep: Class 10 contains 130880 members 
Mstep: Class 11 contains 169594 members 
Mstep: Class 12 contains 64015 members 
Mstep: Class 13 contains 6923 members 
Mstep: Class 14 contains 55394 members 
Mstep: Class 16 contains 19611 members 
Mstep: Class 17 contains 10629 members 
Mstep: Class 18 contains 97216 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 20 contains 83426 members 
Mstep: Class 21 contains 20927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111137480.000000 Penalty: 67905.187500
Iteration 31Q: 21 clusters Score -1.111375e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 30619 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 35370 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24835 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 75017 members 
Mstep: Class 10 contains 130681 members 
Mstep: Class 11 contains 169774 members 
Mstep: Class 12 contains 63782 members 
Mstep: Class 13 contains 6920 members 
Mstep: Class 14 contains 55416 members 
Mstep: Class 16 contains 19612 members 
Mstep: Class 17 contains 10473 members 
Mstep: Class 18 contains 96997 members 
Mstep: Class 19 contains 8701 members 
Mstep: Class 20 contains 83449 members 
Mstep: Class 21 contains 20905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111137864.000000 Penalty: 67905.187500
Iteration 32Q: 21 clusters Score -1.111379e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 31374 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 35197 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 24788 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 75036 members 
Mstep: Class 10 contains 130493 members 
Mstep: Class 11 contains 169906 members 
Mstep: Class 12 contains 63544 members 
Mstep: Class 13 contains 6914 members 
Mstep: Class 14 contains 55441 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 10345 members 
Mstep: Class 18 contains 96804 members 
Mstep: Class 19 contains 8737 members 
Mstep: Class 20 contains 83468 members 
Mstep: Class 21 contains 20893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111137792.000000 Penalty: 67905.187500
Iteration 33Q: 21 clusters Score -1.111378e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 32077 members 
Mstep: Class 3 contains 27716 members 
Mstep: Class 4 contains 35008 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 24746 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 75046 members 
Mstep: Class 10 contains 130342 members 
Mstep: Class 11 contains 169945 members 
Mstep: Class 12 contains 63330 members 
Mstep: Class 13 contains 6911 members 
Mstep: Class 14 contains 55471 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 96627 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 83500 members 
Mstep: Class 21 contains 20881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111138288.000000 Penalty: 67905.187500
Iteration 34Q: 21 clusters Score -1.111383e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 32706 members 
Mstep: Class 3 contains 27717 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24714 members 
Mstep: Class 8 contains 1509 members 
Mstep: Class 9 contains 75050 members 
Mstep: Class 10 contains 130226 members 
Mstep: Class 11 contains 169960 members 
Mstep: Class 12 contains 63126 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 55488 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 8848 members 
Mstep: Class 20 contains 83533 members 
Mstep: Class 21 contains 20871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111138712.000000 Penalty: 67905.187500
Iteration 35Q: 21 clusters Score -1.111387e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 33326 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 34636 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 24696 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 130132 members 
Mstep: Class 11 contains 169947 members 
Mstep: Class 12 contains 62952 members 
Mstep: Class 13 contains 6907 members 
Mstep: Class 14 contains 55511 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 10124 members 
Mstep: Class 18 contains 96284 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 83566 members 
Mstep: Class 21 contains 20869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111140000.000000 Penalty: 67905.187500
Iteration 36Q: 21 clusters Score -1.1114e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 33941 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 34453 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 24694 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 75058 members 
Mstep: Class 10 contains 130031 members 
Mstep: Class 11 contains 169911 members 
Mstep: Class 12 contains 62759 members 
Mstep: Class 13 contains 6905 members 
Mstep: Class 14 contains 55529 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 10053 members 
Mstep: Class 18 contains 96126 members 
Mstep: Class 19 contains 8979 members 
Mstep: Class 20 contains 83590 members 
Mstep: Class 21 contains 20860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111140592.000000 Penalty: 67905.187500
Iteration 37Q: 21 clusters Score -1.111406e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 34499 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 34250 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24691 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 75054 members 
Mstep: Class 10 contains 129969 members 
Mstep: Class 11 contains 169888 members 
Mstep: Class 12 contains 62598 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 14 contains 55542 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 10001 members 
Mstep: Class 18 contains 95950 members 
Mstep: Class 19 contains 9065 members 
Mstep: Class 20 contains 83613 members 
Mstep: Class 21 contains 20843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111140808.000000 Penalty: 67905.187500
Iteration 38Q: 21 clusters Score -1.111408e+08 nChanged 1076
Entering ConstructFrom: 
Score: -111140808.000000 Penalty: 67905.187500
Entering ConstructFrom: 
Trying to split cluster 1 (8491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Entering Unmasked Estep 
Score: -1034088.750000 Penalty: 2243.597168
	Iteration 0F: 2 clusters Score -1034089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1027537.062500 Penalty: 4487.194336
	Iteration 0F: 3 clusters Score -1027537 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1030664.250000 Penalty: 4487.194336
	Iteration 1F: 3 clusters Score -1030664 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1032824.875000 Penalty: 4487.194336
	Iteration 2F: 3 clusters Score -1032825 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1034667.062500 Penalty: 4487.194336
	Iteration 3F: 3 clusters Score -1034667 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1035907.000000 Penalty: 4487.194336
	Iteration 4F: 3 clusters Score -1035907 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1036707.187500 Penalty: 4487.194336
	Iteration 5F: 3 clusters Score -1036707 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1037379.875000 Penalty: 4487.194336
	Iteration 6Q: 3 clusters Score -1037380 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1037829.750000 Penalty: 4487.194336
	Iteration 7Q: 3 clusters Score -1037830 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1038101.875000 Penalty: 4487.194336
	Iteration 8Q: 3 clusters Score -1038102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1038288.312500 Penalty: 4487.194336
	Iteration 9Q: 3 clusters Score -1038288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1038411.250000 Penalty: 4487.194336
	Iteration 10Q: 3 clusters Score -1038411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1038473.000000 Penalty: 4487.194336
	Iteration 11Q: 3 clusters Score -1038473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1038524.375000 Penalty: 4487.194336
	Iteration 12Q: 3 clusters Score -1038524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1038545.250000 Penalty: 4487.194336
	Iteration 13Q: 3 clusters Score -1038545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1038560.875000 Penalty: 4487.194336
	Iteration 14Q: 3 clusters Score -1038561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1038569.812500 Penalty: 4487.194336
	Iteration 15Q: 3 clusters Score -1038570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1038581.062500 Penalty: 4487.194336
	Iteration 16Q: 3 clusters Score -1038581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1038583.375000 Penalty: 4487.194336
	Iteration 17Q: 3 clusters Score -1038583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1038585.937500 Penalty: 4487.194336
	Iteration 18Q: 3 clusters Score -1038586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1038585.062500 Penalty: 4487.194336
	Iteration 19Q: 3 clusters Score -1038585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1038675.312500 Penalty: 4487.194336
	Iteration 20F: 3 clusters Score -1038675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1038736.750000 Penalty: 4487.194336
	Iteration 21Q: 3 clusters Score -1038737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1038771.062500 Penalty: 4487.194336
	Iteration 22Q: 3 clusters Score -1038771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1038789.500000 Penalty: 4487.194336
	Iteration 23Q: 3 clusters Score -1038790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1038799.875000 Penalty: 4487.194336
	Iteration 24Q: 3 clusters Score -1038800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1038799.437500 Penalty: 4487.194336
	Iteration 25Q: 3 clusters Score -1038799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1038801.625000 Penalty: 4487.194336
	Iteration 26Q: 3 clusters Score -1038802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1038802.875000 Penalty: 4487.194336
	Iteration 27Q: 3 clusters Score -1038803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1038803.125000 Penalty: 4487.194336
	Iteration 28Q: 3 clusters Score -1038803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1038802.437500 Penalty: 4487.194336
	Iteration 29Q: 3 clusters Score -1038802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1038802.437500 Penalty: 4487.194336
	Iteration 30F: 3 clusters Score -1038802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 35051 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 34042 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Entering Unmasked Estep 
Score: -111144368.000000 Penalty: 71300.445312
Splitting cluster 1 changes total score from -111140808.000000 to -111144368.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (35051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Entering Unmasked Estep 
Score: -4212225.500000 Penalty: 2595.210693
	Iteration 0F: 2 clusters Score -4212226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4188424.500000 Penalty: 5190.421387
	Iteration 0F: 3 clusters Score -4188424 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4197922.500000 Penalty: 5190.421387
	Iteration 1F: 3 clusters Score -4197922 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4199769.500000 Penalty: 5190.421387
	Iteration 2F: 3 clusters Score -4199770 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4202408.500000 Penalty: 5190.421387
	Iteration 3F: 3 clusters Score -4202408 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4205330.500000 Penalty: 5190.421387
	Iteration 4F: 3 clusters Score -4205330 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4207266.500000 Penalty: 5190.421387
	Iteration 5F: 3 clusters Score -4207266 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4208424.500000 Penalty: 5190.421387
	Iteration 6F: 3 clusters Score -4208424 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4209400.500000 Penalty: 5190.421387
	Iteration 7Q: 3 clusters Score -4209400 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -4210213.000000 Penalty: 5190.421387
	Iteration 8Q: 3 clusters Score -4210213 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4210913.500000 Penalty: 5190.421387
	Iteration 9Q: 3 clusters Score -4210914 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4211480.500000 Penalty: 5190.421387
	Iteration 10Q: 3 clusters Score -4211480 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4211954.000000 Penalty: 5190.421387
	Iteration 11Q: 3 clusters Score -4211954 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -4212361.000000 Penalty: 5190.421387
	Iteration 12Q: 3 clusters Score -4212361 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4212644.500000 Penalty: 5190.421387
	Iteration 13Q: 3 clusters Score -4212644 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -4212858.500000 Penalty: 5190.421387
	Iteration 14Q: 3 clusters Score -4212858 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4213085.500000 Penalty: 5190.421387
	Iteration 15Q: 3 clusters Score -4213086 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4213280.000000 Penalty: 5190.421387
	Iteration 16Q: 3 clusters Score -4213280 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4213522.500000 Penalty: 5190.421387
	Iteration 17Q: 3 clusters Score -4213522 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -4213736.000000 Penalty: 5190.421387
	Iteration 18Q: 3 clusters Score -4213736 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4213937.500000 Penalty: 5190.421387
	Iteration 19Q: 3 clusters Score -4213938 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4214105.000000 Penalty: 5190.421387
	Iteration 20F: 3 clusters Score -4214105 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4214251.500000 Penalty: 5190.421387
	Iteration 21Q: 3 clusters Score -4214252 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4214395.500000 Penalty: 5190.421387
	Iteration 22Q: 3 clusters Score -4214396 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4214502.500000 Penalty: 5190.421387
	Iteration 23Q: 3 clusters Score -4214502 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4214587.000000 Penalty: 5190.421387
	Iteration 24Q: 3 clusters Score -4214587 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4214651.000000 Penalty: 5190.421387
	Iteration 25Q: 3 clusters Score -4214651 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4214690.000000 Penalty: 5190.421387
	Iteration 26Q: 3 clusters Score -4214690 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4214734.500000 Penalty: 5190.421387
	Iteration 27Q: 3 clusters Score -4214734 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4214771.500000 Penalty: 5190.421387
	Iteration 28Q: 3 clusters Score -4214772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4214814.500000 Penalty: 5190.421387
	Iteration 29Q: 3 clusters Score -4214814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4214845.000000 Penalty: 5190.421387
	Iteration 30Q: 3 clusters Score -4214845 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4214869.000000 Penalty: 5190.421387
	Iteration 31Q: 3 clusters Score -4214869 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4214894.500000 Penalty: 5190.421387
	Iteration 32Q: 3 clusters Score -4214894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4214908.000000 Penalty: 5190.421387
	Iteration 33Q: 3 clusters Score -4214908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4214928.500000 Penalty: 5190.421387
	Iteration 34Q: 3 clusters Score -4214928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4214940.500000 Penalty: 5190.421387
	Iteration 35Q: 3 clusters Score -4214940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4214950.000000 Penalty: 5190.421387
	Iteration 36Q: 3 clusters Score -4214950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4214945.500000 Penalty: 5190.421387
	Iteration 37Q: 3 clusters Score -4214946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4214950.500000 Penalty: 5190.421387
	Iteration 38Q: 3 clusters Score -4214950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4214951.500000 Penalty: 5190.421387
	Iteration 39Q: 3 clusters Score -4214952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4214954.500000 Penalty: 5190.421387
	Iteration 40F: 3 clusters Score -4214954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4214962.000000 Penalty: 5190.421387
	Iteration 41Q: 3 clusters Score -4214962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4214960.500000 Penalty: 5190.421387
	Iteration 42Q: 3 clusters Score -4214960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4214962.500000 Penalty: 5190.421387
	Iteration 43Q: 3 clusters Score -4214962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4214962.500000 Penalty: 5190.421387
	Iteration 44Q: 3 clusters Score -4214962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4214964.000000 Penalty: 5190.421387
	Iteration 45Q: 3 clusters Score -4214964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4214960.500000 Penalty: 5190.421387
	Iteration 46Q: 3 clusters Score -4214960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4214963.000000 Penalty: 5190.421387
	Iteration 47Q: 3 clusters Score -4214963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4214966.500000 Penalty: 5190.421387
	Iteration 48Q: 3 clusters Score -4214966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4214966.000000 Penalty: 5190.421387
	Iteration 49Q: 3 clusters Score -4214966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4214968.500000 Penalty: 5190.421387
	Iteration 50Q: 3 clusters Score -4214968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4214967.500000 Penalty: 5190.421387
	Iteration 51Q: 3 clusters Score -4214968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4214971.000000 Penalty: 5190.421387
	Iteration 52Q: 3 clusters Score -4214971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4214975.500000 Penalty: 5190.421387
	Iteration 53Q: 3 clusters Score -4214976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4214972.000000 Penalty: 5190.421387
	Iteration 54Q: 3 clusters Score -4214972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4214973.000000 Penalty: 5190.421387
	Iteration 55Q: 3 clusters Score -4214973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4214973.000000 Penalty: 5190.421387
	Iteration 56Q: 3 clusters Score -4214973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4214980.500000 Penalty: 5190.421387
	Iteration 57Q: 3 clusters Score -4214980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4214973.000000 Penalty: 5190.421387
	Iteration 58Q: 3 clusters Score -4214973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4214978.000000 Penalty: 5190.421387
	Iteration 59Q: 3 clusters Score -4214978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4214980.500000 Penalty: 5190.421387
	Iteration 60F: 3 clusters Score -4214980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4214977.000000 Penalty: 5190.421387
	Iteration 61Q: 3 clusters Score -4214977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4214979.000000 Penalty: 5190.421387
	Iteration 62Q: 3 clusters Score -4214979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4214978.500000 Penalty: 5190.421387
	Iteration 63Q: 3 clusters Score -4214978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4214985.000000 Penalty: 5190.421387
	Iteration 64Q: 3 clusters Score -4214985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4214984.000000 Penalty: 5190.421387
	Iteration 65Q: 3 clusters Score -4214984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4214985.500000 Penalty: 5190.421387
	Iteration 66Q: 3 clusters Score -4214986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4214987.500000 Penalty: 5190.421387
	Iteration 67Q: 3 clusters Score -4214988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4214987.500000 Penalty: 5190.421387
	Iteration 68F: 3 clusters Score -4214988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 34042 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Entering Unmasked Estep 
Score: -111146968.000000 Penalty: 74695.703125
Splitting cluster 2 changes total score from -111140808.000000 to -111146968.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (27739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Entering Unmasked Estep 
Score: -3493835.000000 Penalty: 2537.187500
	Iteration 0F: 2 clusters Score -3493835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3474910.750000 Penalty: 5074.375000
	Iteration 0F: 3 clusters Score -3474911 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3482545.000000 Penalty: 5074.375000
	Iteration 1F: 3 clusters Score -3482545 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3485154.750000 Penalty: 5074.375000
	Iteration 2F: 3 clusters Score -3485155 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3489481.750000 Penalty: 5074.375000
	Iteration 3F: 3 clusters Score -3489482 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3494615.500000 Penalty: 5074.375000
	Iteration 4F: 3 clusters Score -3494616 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3499293.500000 Penalty: 5074.375000
	Iteration 5F: 3 clusters Score -3499294 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3503452.250000 Penalty: 5074.375000
	Iteration 6F: 3 clusters Score -3503452 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3506605.000000 Penalty: 5074.375000
	Iteration 7F: 3 clusters Score -3506605 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3508407.500000 Penalty: 5074.375000
	Iteration 8Q: 3 clusters Score -3508408 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3509344.000000 Penalty: 5074.375000
	Iteration 9Q: 3 clusters Score -3509344 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3510129.500000 Penalty: 5074.375000
	Iteration 10Q: 3 clusters Score -3510130 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3511581.500000 Penalty: 5074.375000
	Iteration 11Q: 3 clusters Score -3511582 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3513812.250000 Penalty: 5074.375000
	Iteration 12Q: 3 clusters Score -3513812 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3514305.500000 Penalty: 5074.375000
	Iteration 13Q: 3 clusters Score -3514306 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3514318.750000 Penalty: 5074.375000
	Iteration 14Q: 3 clusters Score -3514319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3514326.500000 Penalty: 5074.375000
	Iteration 15Q: 3 clusters Score -3514326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3514325.000000 Penalty: 5074.375000
	Iteration 16Q: 3 clusters Score -3514325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3514328.000000 Penalty: 5074.375000
	Iteration 17Q: 3 clusters Score -3514328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3514328.750000 Penalty: 5074.375000
	Iteration 18Q: 3 clusters Score -3514329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3514339.250000 Penalty: 5074.375000
	Iteration 19Q: 3 clusters Score -3514339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3514338.500000 Penalty: 5074.375000
	Iteration 20F: 3 clusters Score -3514338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3514340.250000 Penalty: 5074.375000
	Iteration 21Q: 3 clusters Score -3514340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3514339.000000 Penalty: 5074.375000
	Iteration 22Q: 3 clusters Score -3514339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3514337.000000 Penalty: 5074.375000
	Iteration 23Q: 3 clusters Score -3514337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3514333.750000 Penalty: 5074.375000
	Iteration 24Q: 3 clusters Score -3514334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3514335.000000 Penalty: 5074.375000
	Iteration 25Q: 3 clusters Score -3514335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3514338.500000 Penalty: 5074.375000
	Iteration 26Q: 3 clusters Score -3514338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3514340.750000 Penalty: 5074.375000
	Iteration 27Q: 3 clusters Score -3514341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3514340.750000 Penalty: 5074.375000
	Iteration 28F: 3 clusters Score -3514341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 34042 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Entering Unmasked Estep 
Score: -111166688.000000 Penalty: 78090.960938
Splitting cluster 3 changes total score from -111140808.000000 to -111166688.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (34042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Entering Unmasked Estep 
Score: -4064976.500000 Penalty: 2587.966797
	Iteration 0F: 2 clusters Score -4064976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4041755.500000 Penalty: 5175.933594
	Iteration 0F: 3 clusters Score -4041756 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4051953.750000 Penalty: 5175.933594
	Iteration 1F: 3 clusters Score -4051954 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4054245.750000 Penalty: 5175.933594
	Iteration 2F: 3 clusters Score -4054246 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -4056518.750000 Penalty: 5175.933594
	Iteration 3F: 3 clusters Score -4056519 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4058374.250000 Penalty: 5175.933594
	Iteration 4F: 3 clusters Score -4058374 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4059585.500000 Penalty: 5175.933594
	Iteration 5F: 3 clusters Score -4059586 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4060417.500000 Penalty: 5175.933594
	Iteration 6Q: 3 clusters Score -4060418 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4060992.250000 Penalty: 5175.933594
	Iteration 7Q: 3 clusters Score -4060992 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4061433.750000 Penalty: 5175.933594
	Iteration 8Q: 3 clusters Score -4061434 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4061887.250000 Penalty: 5175.933594
	Iteration 9Q: 3 clusters Score -4061887 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4062276.250000 Penalty: 5175.933594
	Iteration 10Q: 3 clusters Score -4062276 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4062635.000000 Penalty: 5175.933594
	Iteration 11Q: 3 clusters Score -4062635 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4062951.250000 Penalty: 5175.933594
	Iteration 12Q: 3 clusters Score -4062951 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -4063179.250000 Penalty: 5175.933594
	Iteration 13Q: 3 clusters Score -4063179 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4063356.250000 Penalty: 5175.933594
	Iteration 14Q: 3 clusters Score -4063356 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4063480.750000 Penalty: 5175.933594
	Iteration 15Q: 3 clusters Score -4063481 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4063579.500000 Penalty: 5175.933594
	Iteration 16Q: 3 clusters Score -4063580 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4063682.500000 Penalty: 5175.933594
	Iteration 17Q: 3 clusters Score -4063682 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4063755.000000 Penalty: 5175.933594
	Iteration 18Q: 3 clusters Score -4063755 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4063843.000000 Penalty: 5175.933594
	Iteration 19Q: 3 clusters Score -4063843 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4063914.000000 Penalty: 5175.933594
	Iteration 20F: 3 clusters Score -4063914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4063972.000000 Penalty: 5175.933594
	Iteration 21Q: 3 clusters Score -4063972 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -4064028.500000 Penalty: 5175.933594
	Iteration 22Q: 3 clusters Score -4064028 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4064073.250000 Penalty: 5175.933594
	Iteration 23Q: 3 clusters Score -4064073 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4064150.500000 Penalty: 5175.933594
	Iteration 24Q: 3 clusters Score -4064150 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4064216.750000 Penalty: 5175.933594
	Iteration 25Q: 3 clusters Score -4064217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4064305.750000 Penalty: 5175.933594
	Iteration 26Q: 3 clusters Score -4064306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4064408.250000 Penalty: 5175.933594
	Iteration 27Q: 3 clusters Score -4064408 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4064498.500000 Penalty: 5175.933594
	Iteration 28Q: 3 clusters Score -4064498 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -4064635.750000 Penalty: 5175.933594
	Iteration 29Q: 3 clusters Score -4064636 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4064837.250000 Penalty: 5175.933594
	Iteration 30Q: 3 clusters Score -4064837 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4065063.250000 Penalty: 5175.933594
	Iteration 31Q: 3 clusters Score -4065063 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4065275.500000 Penalty: 5175.933594
	Iteration 32Q: 3 clusters Score -4065276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4065503.750000 Penalty: 5175.933594
	Iteration 33Q: 3 clusters Score -4065504 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4065653.000000 Penalty: 5175.933594
	Iteration 34Q: 3 clusters Score -4065653 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4065757.250000 Penalty: 5175.933594
	Iteration 35Q: 3 clusters Score -4065757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4065841.750000 Penalty: 5175.933594
	Iteration 36Q: 3 clusters Score -4065842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -4065904.250000 Penalty: 5175.933594
	Iteration 37Q: 3 clusters Score -4065904 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4065943.500000 Penalty: 5175.933594
	Iteration 38Q: 3 clusters Score -4065944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4065979.500000 Penalty: 5175.933594
	Iteration 39Q: 3 clusters Score -4065980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4066011.250000 Penalty: 5175.933594
	Iteration 40F: 3 clusters Score -4066011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4066052.750000 Penalty: 5175.933594
	Iteration 41Q: 3 clusters Score -4066053 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4066100.500000 Penalty: 5175.933594
	Iteration 42Q: 3 clusters Score -4066100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4066127.500000 Penalty: 5175.933594
	Iteration 43Q: 3 clusters Score -4066128 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4066192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4066252 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4066328.250000 Penalty: 5175.933594
	Iteration 46Q: 3 clusters Score -4066328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4066410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4066491 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4066606.750000 Penalty: 5175.933594
	Iteration 49Q: 3 clusters Score -4066607 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4066682.500000 Penalty: 5175.933594
	Iteration 50Q: 3 clusters Score -4066682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4066758.250000 Penalty: 5175.933594
	Iteration 51Q: 3 clusters Score -4066758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4066799.000000 Penalty: 5175.933594
	Iteration 52Q: 3 clusters Score -4066799 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4066842.250000 Penalty: 5175.933594
	Iteration 53Q: 3 clusters Score -4066842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4066868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4066891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4066898.500000 Penalty: 5175.933594
	Iteration 56Q: 3 clusters Score -4066898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4066894.000000 Penalty: 5175.933594
	Iteration 57Q: 3 clusters Score -4066894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4066907.750000 Penalty: 5175.933594
	Iteration 58Q: 3 clusters Score -4066908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4066908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -4066987.250000 Penalty: 5175.933594
	Iteration 60F: 3 clusters Score -4066987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4067030.750000 Penalty: 5175.933594
	Iteration 61Q: 3 clusters Score -4067031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4067061.250000 Penalty: 5175.933594
	Iteration 62Q: 3 clusters Score -4067061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4067087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4067099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4067111.750000 Penalty: 5175.933594
	Iteration 65Q: 3 clusters Score -4067112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4067130.250000 Penalty: 5175.933594
	Iteration 66Q: 3 clusters Score -4067130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4067132.000000 Penalty: 5175.933594
	Iteration 67Q: 3 clusters Score -4067132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4067141.000000 Penalty: 5175.933594
	Iteration 68Q: 3 clusters Score -4067141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4067147.500000 Penalty: 5175.933594
	Iteration 69Q: 3 clusters Score -4067148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4067160.000000 Penalty: 5175.933594
	Iteration 70Q: 3 clusters Score -4067160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4067158.250000 Penalty: 5175.933594
	Iteration 71Q: 3 clusters Score -4067158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4067180.250000 Penalty: 5175.933594
	Iteration 72Q: 3 clusters Score -4067180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -4067185.250000 Penalty: 5175.933594
	Iteration 73Q: 3 clusters Score -4067185 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4067200.500000 Penalty: 5175.933594
	Iteration 74Q: 3 clusters Score -4067200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4067223.250000 Penalty: 5175.933594
	Iteration 75Q: 3 clusters Score -4067223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4067259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -4067301.000000 Penalty: 5175.933594
	Iteration 77Q: 3 clusters Score -4067301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -4067339.750000 Penalty: 5175.933594
	Iteration 78Q: 3 clusters Score -4067340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4067386.000000 Penalty: 5175.933594
	Iteration 79Q: 3 clusters Score -4067386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4067443.750000 Penalty: 5175.933594
	Iteration 80F: 3 clusters Score -4067444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4067491.750000 Penalty: 5175.933594
	Iteration 81Q: 3 clusters Score -4067492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4067518.500000 Penalty: 5175.933594
	Iteration 82Q: 3 clusters Score -4067518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4067553.000000 Penalty: 5175.933594
	Iteration 83Q: 3 clusters Score -4067553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4067574.000000 Penalty: 5175.933594
	Iteration 84Q: 3 clusters Score -4067574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4067582.500000 Penalty: 5175.933594
	Iteration 85Q: 3 clusters Score -4067582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4067602.500000 Penalty: 5175.933594
	Iteration 86Q: 3 clusters Score -4067602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -4067603.750000 Penalty: 5175.933594
	Iteration 87Q: 3 clusters Score -4067604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4067610.500000 Penalty: 5175.933594
	Iteration 88Q: 3 clusters Score -4067610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4067619.250000 Penalty: 5175.933594
	Iteration 89Q: 3 clusters Score -4067619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -4067631.750000 Penalty: 5175.933594
	Iteration 90Q: 3 clusters Score -4067632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4067636.000000 Penalty: 5175.933594
	Iteration 91Q: 3 clusters Score -4067636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4067648.750000 Penalty: 5175.933594
	Iteration 92Q: 3 clusters Score -4067649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4067655.250000 Penalty: 5175.933594
	Iteration 93Q: 3 clusters Score -4067655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4067673.500000 Penalty: 5175.933594
	Iteration 94Q: 3 clusters Score -4067674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4067676.750000 Penalty: 5175.933594
	Iteration 95Q: 3 clusters Score -4067677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4067675.250000 Penalty: 5175.933594
	Iteration 96Q: 3 clusters Score -4067675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4067683.250000 Penalty: 5175.933594
	Iteration 97Q: 3 clusters Score -4067683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4067686.000000 Penalty: 5175.933594
	Iteration 98Q: 3 clusters Score -4067686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4067694.750000 Penalty: 5175.933594
	Iteration 99Q: 3 clusters Score -4067695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -4067717.500000 Penalty: 5175.933594
	Iteration 100F: 3 clusters Score -4067718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -4067728.250000 Penalty: 5175.933594
	Iteration 101Q: 3 clusters Score -4067728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4067727.500000 Penalty: 5175.933594
	Iteration 102Q: 3 clusters Score -4067728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4067733.250000 Penalty: 5175.933594
	Iteration 103Q: 3 clusters Score -4067733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -4067736.500000 Penalty: 5175.933594
	Iteration 104Q: 3 clusters Score -4067736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4067741.750000 Penalty: 5175.933594
	Iteration 105Q: 3 clusters Score -4067742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4067743.750000 Penalty: 5175.933594
	Iteration 106Q: 3 clusters Score -4067744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4067741.250000 Penalty: 5175.933594
	Iteration 107Q: 3 clusters Score -4067741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -4067736.750000 Penalty: 5175.933594
	Iteration 108Q: 3 clusters Score -4067737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4067742.750000 Penalty: 5175.933594
	Iteration 109Q: 3 clusters Score -4067743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4067741.750000 Penalty: 5175.933594
	Iteration 110Q: 3 clusters Score -4067742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4067746.500000 Penalty: 5175.933594
	Iteration 111Q: 3 clusters Score -4067746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4067750.000000 Penalty: 5175.933594
	Iteration 112Q: 3 clusters Score -4067750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4067746.500000 Penalty: 5175.933594
	Iteration 113Q: 3 clusters Score -4067746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4067744.750000 Penalty: 5175.933594
	Iteration 114Q: 3 clusters Score -4067745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4067747.500000 Penalty: 5175.933594
	Iteration 115Q: 3 clusters Score -4067748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4067745.750000 Penalty: 5175.933594
	Iteration 116Q: 3 clusters Score -4067746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4067748.000000 Penalty: 5175.933594
	Iteration 117Q: 3 clusters Score -4067748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4067749.500000 Penalty: 5175.933594
	Iteration 118Q: 3 clusters Score -4067750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4067743.000000 Penalty: 5175.933594
	Iteration 119Q: 3 clusters Score -4067743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4067743.500000 Penalty: 5175.933594
	Iteration 120F: 3 clusters Score -4067744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4067743.750000 Penalty: 5175.933594
	Iteration 121Q: 3 clusters Score -4067744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4067744.500000 Penalty: 5175.933594
	Iteration 122Q: 3 clusters Score -4067744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4067745.750000 Penalty: 5175.933594
	Iteration 123Q: 3 clusters Score -4067746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4067747.500000 Penalty: 5175.933594
	Iteration 124Q: 3 clusters Score -4067748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4067750.000000 Penalty: 5175.933594
	Iteration 125Q: 3 clusters Score -4067750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4067750.000000 Penalty: 5175.933594
	Iteration 126F: 3 clusters Score -4067750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Entering Unmasked Estep 
Score: -111168144.000000 Penalty: 81486.218750
Splitting cluster 4 changes total score from -111140808.000000 to -111168144.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (10076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10076 members 
Entering Unmasked Estep 
Score: -1259054.750000 Penalty: 2286.041992
	Iteration 0F: 2 clusters Score -1259055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1251390.125000 Penalty: 4572.083984
	Iteration 0F: 3 clusters Score -1251390 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1253671.250000 Penalty: 4572.083984
	Iteration 1F: 3 clusters Score -1253671 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1254191.375000 Penalty: 4572.083984
	Iteration 2F: 3 clusters Score -1254191 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1254935.125000 Penalty: 4572.083984
	Iteration 3F: 3 clusters Score -1254935 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1256034.875000 Penalty: 4572.083984
	Iteration 4F: 3 clusters Score -1256035 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1257297.250000 Penalty: 4572.083984
	Iteration 5F: 3 clusters Score -1257297 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1258349.750000 Penalty: 4572.083984
	Iteration 6F: 3 clusters Score -1258350 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1258955.250000 Penalty: 4572.083984
	Iteration 7F: 3 clusters Score -1258955 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1259211.625000 Penalty: 4572.083984
	Iteration 8Q: 3 clusters Score -1259212 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1259330.750000 Penalty: 4572.083984
	Iteration 9Q: 3 clusters Score -1259331 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1259394.750000 Penalty: 4572.083984
	Iteration 10Q: 3 clusters Score -1259395 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1259444.875000 Penalty: 4572.083984
	Iteration 11Q: 3 clusters Score -1259445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1259491.250000 Penalty: 4572.083984
	Iteration 12Q: 3 clusters Score -1259491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1259532.250000 Penalty: 4572.083984
	Iteration 13Q: 3 clusters Score -1259532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1259567.500000 Penalty: 4572.083984
	Iteration 14Q: 3 clusters Score -1259568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1259603.750000 Penalty: 4572.083984
	Iteration 15Q: 3 clusters Score -1259604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1259641.875000 Penalty: 4572.083984
	Iteration 16Q: 3 clusters Score -1259642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1259692.625000 Penalty: 4572.083984
	Iteration 17Q: 3 clusters Score -1259693 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1259739.250000 Penalty: 4572.083984
	Iteration 18Q: 3 clusters Score -1259739 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1259789.250000 Penalty: 4572.083984
	Iteration 19Q: 3 clusters Score -1259789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1259828.375000 Penalty: 4572.083984
	Iteration 20F: 3 clusters Score -1259828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1259875.750000 Penalty: 4572.083984
	Iteration 21Q: 3 clusters Score -1259876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1259904.875000 Penalty: 4572.083984
	Iteration 22Q: 3 clusters Score -1259905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1259927.750000 Penalty: 4572.083984
	Iteration 23Q: 3 clusters Score -1259928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1259958.875000 Penalty: 4572.083984
	Iteration 24Q: 3 clusters Score -1259959 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1259981.500000 Penalty: 4572.083984
	Iteration 25Q: 3 clusters Score -1259982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1259999.375000 Penalty: 4572.083984
	Iteration 26Q: 3 clusters Score -1259999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1260020.250000 Penalty: 4572.083984
	Iteration 27Q: 3 clusters Score -1260020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1260029.500000 Penalty: 4572.083984
	Iteration 28Q: 3 clusters Score -1260030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1260039.750000 Penalty: 4572.083984
	Iteration 29Q: 3 clusters Score -1260040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1260053.125000 Penalty: 4572.083984
	Iteration 30Q: 3 clusters Score -1260053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1260056.875000 Penalty: 4572.083984
	Iteration 31Q: 3 clusters Score -1260057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1260061.125000 Penalty: 4572.083984
	Iteration 32Q: 3 clusters Score -1260061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1260066.125000 Penalty: 4572.083984
	Iteration 33Q: 3 clusters Score -1260066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1260072.000000 Penalty: 4572.083984
	Iteration 34Q: 3 clusters Score -1260072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1260076.500000 Penalty: 4572.083984
	Iteration 35Q: 3 clusters Score -1260076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1260079.125000 Penalty: 4572.083984
	Iteration 36Q: 3 clusters Score -1260079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1260079.750000 Penalty: 4572.083984
	Iteration 37Q: 3 clusters Score -1260080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1260086.000000 Penalty: 4572.083984
	Iteration 38Q: 3 clusters Score -1260086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1260089.625000 Penalty: 4572.083984
	Iteration 39Q: 3 clusters Score -1260090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1260087.500000 Penalty: 4572.083984
	Iteration 40F: 3 clusters Score -1260088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1260090.500000 Penalty: 4572.083984
	Iteration 41Q: 3 clusters Score -1260090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1260089.625000 Penalty: 4572.083984
	Iteration 42Q: 3 clusters Score -1260090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1260091.625000 Penalty: 4572.083984
	Iteration 43Q: 3 clusters Score -1260092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1260090.000000 Penalty: 4572.083984
	Iteration 44Q: 3 clusters Score -1260090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1260091.375000 Penalty: 4572.083984
	Iteration 45Q: 3 clusters Score -1260091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1260090.625000 Penalty: 4572.083984
	Iteration 46Q: 3 clusters Score -1260091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1260091.875000 Penalty: 4572.083984
	Iteration 47Q: 3 clusters Score -1260092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1260092.375000 Penalty: 4572.083984
	Iteration 48Q: 3 clusters Score -1260092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1260093.000000 Penalty: 4572.083984
	Iteration 49Q: 3 clusters Score -1260093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1260097.625000 Penalty: 4572.083984
	Iteration 50Q: 3 clusters Score -1260098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1260097.875000 Penalty: 4572.083984
	Iteration 51Q: 3 clusters Score -1260098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1260099.125000 Penalty: 4572.083984
	Iteration 52Q: 3 clusters Score -1260099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1260098.750000 Penalty: 4572.083984
	Iteration 53Q: 3 clusters Score -1260099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1260099.250000 Penalty: 4572.083984
	Iteration 54Q: 3 clusters Score -1260099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1260100.625000 Penalty: 4572.083984
	Iteration 55Q: 3 clusters Score -1260101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1260100.750000 Penalty: 4572.083984
	Iteration 56Q: 3 clusters Score -1260101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1260100.375000 Penalty: 4572.083984
	Iteration 57Q: 3 clusters Score -1260100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1260105.250000 Penalty: 4572.083984
	Iteration 58Q: 3 clusters Score -1260105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1260106.375000 Penalty: 4572.083984
	Iteration 59Q: 3 clusters Score -1260106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1260106.250000 Penalty: 4572.083984
	Iteration 60F: 3 clusters Score -1260106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1260106.625000 Penalty: 4572.083984
	Iteration 61Q: 3 clusters Score -1260107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1260105.125000 Penalty: 4572.083984
	Iteration 62Q: 3 clusters Score -1260105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1260106.750000 Penalty: 4572.083984
	Iteration 63Q: 3 clusters Score -1260107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1260107.625000 Penalty: 4572.083984
	Iteration 64Q: 3 clusters Score -1260108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1260107.125000 Penalty: 4572.083984
	Iteration 65Q: 3 clusters Score -1260107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1260105.875000 Penalty: 4572.083984
	Iteration 66Q: 3 clusters Score -1260106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1260105.875000 Penalty: 4572.083984
	Iteration 67F: 3 clusters Score -1260106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Entering Unmasked Estep 
Score: -111167896.000000 Penalty: 84881.476562
Splitting cluster 5 changes total score from -111140808.000000 to -111167896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -253762.921875 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -253762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -251173.734375 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -251173.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -252645.312500 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -252645.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -253596.156250 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -253596.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -254102.968750 Penalty: 3813.473877
	Iteration 3F: 3 clusters Score -254103 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -254681.609375 Penalty: 3813.473877
	Iteration 4F: 3 clusters Score -254681.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -255236.343750 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -255236.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -255551.015625 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -255551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -255677.171875 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -255677.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -255708.843750 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -255708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -255729.109375 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -255729.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -255745.781250 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -255745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -255773.187500 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -255773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -255824.859375 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -255824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -255898.765625 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -255898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -255997.843750 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -255997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -256024.406250 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -256024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -256026.515625 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -256026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -256027.750000 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -256027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -256027.750000 Penalty: 3813.473877
	Iteration 18F: 3 clusters Score -256027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Entering Unmasked Estep 
Score: -111168864.000000 Penalty: 88276.742188
Splitting cluster 6 changes total score from -111140808.000000 to -111168864.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (24688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Entering Unmasked Estep 
Score: -3168000.500000 Penalty: 2508.290039
	Iteration 0F: 2 clusters Score -3168000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3150855.750000 Penalty: 5016.580078
	Iteration 0F: 3 clusters Score -3150856 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3156922.250000 Penalty: 5016.580078
	Iteration 1F: 3 clusters Score -3156922 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3157747.000000 Penalty: 5016.580078
	Iteration 2F: 3 clusters Score -3157747 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3159188.250000 Penalty: 5016.580078
	Iteration 3F: 3 clusters Score -3159188 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3161047.000000 Penalty: 5016.580078
	Iteration 4F: 3 clusters Score -3161047 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3163005.000000 Penalty: 5016.580078
	Iteration 5F: 3 clusters Score -3163005 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3164624.250000 Penalty: 5016.580078
	Iteration 6F: 3 clusters Score -3164624 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3165712.250000 Penalty: 5016.580078
	Iteration 7F: 3 clusters Score -3165712 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3166363.250000 Penalty: 5016.580078
	Iteration 8Q: 3 clusters Score -3166363 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3166767.750000 Penalty: 5016.580078
	Iteration 9Q: 3 clusters Score -3166768 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3167065.750000 Penalty: 5016.580078
	Iteration 10Q: 3 clusters Score -3167066 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3167277.500000 Penalty: 5016.580078
	Iteration 11Q: 3 clusters Score -3167278 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3167455.000000 Penalty: 5016.580078
	Iteration 12Q: 3 clusters Score -3167455 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3167635.500000 Penalty: 5016.580078
	Iteration 13Q: 3 clusters Score -3167636 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3167795.000000 Penalty: 5016.580078
	Iteration 14Q: 3 clusters Score -3167795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3167937.250000 Penalty: 5016.580078
	Iteration 15Q: 3 clusters Score -3167937 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3168025.250000 Penalty: 5016.580078
	Iteration 16Q: 3 clusters Score -3168025 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3168088.250000 Penalty: 5016.580078
	Iteration 17Q: 3 clusters Score -3168088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3168138.500000 Penalty: 5016.580078
	Iteration 18Q: 3 clusters Score -3168138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3168173.250000 Penalty: 5016.580078
	Iteration 19Q: 3 clusters Score -3168173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3168195.500000 Penalty: 5016.580078
	Iteration 20F: 3 clusters Score -3168196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3168208.750000 Penalty: 5016.580078
	Iteration 21Q: 3 clusters Score -3168209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3168228.750000 Penalty: 5016.580078
	Iteration 22Q: 3 clusters Score -3168229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3168235.000000 Penalty: 5016.580078
	Iteration 23Q: 3 clusters Score -3168235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3168241.500000 Penalty: 5016.580078
	Iteration 24Q: 3 clusters Score -3168242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3168244.250000 Penalty: 5016.580078
	Iteration 25Q: 3 clusters Score -3168244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3168244.750000 Penalty: 5016.580078
	Iteration 26Q: 3 clusters Score -3168245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3168244.250000 Penalty: 5016.580078
	Iteration 27Q: 3 clusters Score -3168244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3168251.750000 Penalty: 5016.580078
	Iteration 28Q: 3 clusters Score -3168252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3168253.000000 Penalty: 5016.580078
	Iteration 29Q: 3 clusters Score -3168253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3168251.500000 Penalty: 5016.580078
	Iteration 30Q: 3 clusters Score -3168252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3168254.000000 Penalty: 5016.580078
	Iteration 31Q: 3 clusters Score -3168254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3168254.000000 Penalty: 5016.580078
	Iteration 32F: 3 clusters Score -3168254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Entering Unmasked Estep 
Score: -111167976.000000 Penalty: 91672.000000
Splitting cluster 7 changes total score from -111140808.000000 to -111167976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -158941.109375 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -158941.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -156798.968750 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -156799 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158909.437500 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -158909.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161219.859375 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -161219.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162571.921875 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -162571.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -163580.953125 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -163581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163976.656250 Penalty: 3649.664062
	Iteration 5Q: 3 clusters Score -163976.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164088.078125 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -164088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -164105.500000 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -164105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164108.781250 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -164108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -164110.515625 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -164110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -164115.000000 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -164115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -164118.468750 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -164118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -164125.593750 Penalty: 3649.664062
	Iteration 12F: 3 clusters Score -164125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -164129.828125 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -164129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164130.656250 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -164130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164130.656250 Penalty: 3649.664062
	Iteration 15F: 3 clusters Score -164130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 129907 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Entering Unmasked Estep 
Score: -111171736.000000 Penalty: 95067.257812
Splitting cluster 8 changes total score from -111140808.000000 to -111171736.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (75056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Entering Unmasked Estep 
Score: -9634959.000000 Penalty: 2784.045410
	Iteration 0F: 2 clusters Score -9634959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -9584516.000000 Penalty: 5568.090820
	Iteration 0F: 3 clusters Score -9584516 nChanged 35327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -9604797.000000 Penalty: 5568.090820
	Iteration 1F: 3 clusters Score -9604797 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -9606329.000000 Penalty: 5568.090820
	Iteration 2Q: 3 clusters Score -9606329 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -9608574.000000 Penalty: 5568.090820
	Iteration 3F: 3 clusters Score -9608574 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9611708.000000 Penalty: 5568.090820
	Iteration 4F: 3 clusters Score -9611708 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -9615289.000000 Penalty: 5568.090820
	Iteration 5F: 3 clusters Score -9615289 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -9618631.000000 Penalty: 5568.090820
	Iteration 6F: 3 clusters Score -9618631 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -9621379.000000 Penalty: 5568.090820
	Iteration 7F: 3 clusters Score -9621379 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -9623070.000000 Penalty: 5568.090820
	Iteration 8Q: 3 clusters Score -9623070 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -9624340.000000 Penalty: 5568.090820
	Iteration 9Q: 3 clusters Score -9624340 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -9625266.000000 Penalty: 5568.090820
	Iteration 10Q: 3 clusters Score -9625266 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -9626167.000000 Penalty: 5568.090820
	Iteration 11Q: 3 clusters Score -9626167 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -9627035.000000 Penalty: 5568.090820
	Iteration 12Q: 3 clusters Score -9627035 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -9627873.000000 Penalty: 5568.090820
	Iteration 13Q: 3 clusters Score -9627873 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -9628543.000000 Penalty: 5568.090820
	Iteration 14Q: 3 clusters Score -9628543 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -9629247.000000 Penalty: 5568.090820
	Iteration 15Q: 3 clusters Score -9629247 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -9629879.000000 Penalty: 5568.090820
	Iteration 16Q: 3 clusters Score -9629879 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -9630457.000000 Penalty: 5568.090820
	Iteration 17Q: 3 clusters Score -9630457 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -9630968.000000 Penalty: 5568.090820
	Iteration 18Q: 3 clusters Score -9630968 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -9631527.000000 Penalty: 5568.090820
	Iteration 19Q: 3 clusters Score -9631527 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -9631973.000000 Penalty: 5568.090820
	Iteration 20F: 3 clusters Score -9631973 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -9632308.000000 Penalty: 5568.090820
	Iteration 21Q: 3 clusters Score -9632308 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -9632596.000000 Penalty: 5568.090820
	Iteration 22Q: 3 clusters Score -9632596 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -9632837.000000 Penalty: 5568.090820
	Iteration 23Q: 3 clusters Score -9632837 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -9633028.000000 Penalty: 5568.090820
	Iteration 24Q: 3 clusters Score -9633028 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -9633215.000000 Penalty: 5568.090820
	Iteration 25Q: 3 clusters Score -9633215 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -9633385.000000 Penalty: 5568.090820
	Iteration 26Q: 3 clusters Score -9633385 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -9633483.000000 Penalty: 5568.090820
	Iteration 27Q: 3 clusters Score -9633483 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -9633560.000000 Penalty: 5568.090820
	Iteration 28Q: 3 clusters Score -9633560 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -9633647.000000 Penalty: 5568.090820
	Iteration 29Q: 3 clusters Score -9633647 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -9633686.000000 Penalty: 5568.090820
	Iteration 30Q: 3 clusters Score -9633686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -9633755.000000 Penalty: 5568.090820
	Iteration 31Q: 3 clusters Score -9633755 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -9633777.000000 Penalty: 5568.090820
	Iteration 32Q: 3 clusters Score -9633777 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -9633786.000000 Penalty: 5568.090820
	Iteration 33Q: 3 clusters Score -9633786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -9633822.000000 Penalty: 5568.090820
	Iteration 34Q: 3 clusters Score -9633822 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -9633828.000000 Penalty: 5568.090820
	Iteration 35Q: 3 clusters Score -9633828 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -9633835.000000 Penalty: 5568.090820
	Iteration 36Q: 3 clusters Score -9633835 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -9633832.000000 Penalty: 5568.090820
	Iteration 37Q: 3 clusters Score -9633832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -9633846.000000 Penalty: 5568.090820
	Iteration 38Q: 3 clusters Score -9633846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -9633871.000000 Penalty: 5568.090820
	Iteration 39Q: 3 clusters Score -9633871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -9633834.000000 Penalty: 5568.090820
	Iteration 40F: 3 clusters Score -9633834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -9633862.000000 Penalty: 5568.090820
	Iteration 41Q: 3 clusters Score -9633862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -9633857.000000 Penalty: 5568.090820
	Iteration 42Q: 3 clusters Score -9633857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -9633859.000000 Penalty: 5568.090820
	Iteration 43Q: 3 clusters Score -9633859 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -9633853.000000 Penalty: 5568.090820
	Iteration 44Q: 3 clusters Score -9633853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -9633875.000000 Penalty: 5568.090820
	Iteration 45Q: 3 clusters Score -9633875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -9633872.000000 Penalty: 5568.090820
	Iteration 46Q: 3 clusters Score -9633872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -9633863.000000 Penalty: 5568.090820
	Iteration 47Q: 3 clusters Score -9633863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9633867.000000 Penalty: 5568.090820
	Iteration 48Q: 3 clusters Score -9633867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -9633868.000000 Penalty: 5568.090820
	Iteration 49Q: 3 clusters Score -9633868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -9633869.000000 Penalty: 5568.090820
	Iteration 50Q: 3 clusters Score -9633869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -9633874.000000 Penalty: 5568.090820
	Iteration 51Q: 3 clusters Score -9633874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -9633879.000000 Penalty: 5568.090820
	Iteration 52Q: 3 clusters Score -9633879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -9633880.000000 Penalty: 5568.090820
	Iteration 53Q: 3 clusters Score -9633880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -9633872.000000 Penalty: 5568.090820
	Iteration 54Q: 3 clusters Score -9633872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -9633865.000000 Penalty: 5568.090820
	Iteration 55Q: 3 clusters Score -9633865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -9633876.000000 Penalty: 5568.090820
	Iteration 56Q: 3 clusters Score -9633876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -9633882.000000 Penalty: 5568.090820
	Iteration 57Q: 3 clusters Score -9633882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -9633877.000000 Penalty: 5568.090820
	Iteration 58Q: 3 clusters Score -9633877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -9633875.000000 Penalty: 5568.090820
	Iteration 59Q: 3 clusters Score -9633875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -9633879.000000 Penalty: 5568.090820
	Iteration 60F: 3 clusters Score -9633879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -9633883.000000 Penalty: 5568.090820
	Iteration 61Q: 3 clusters Score -9633883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -9633886.000000 Penalty: 5568.090820
	Iteration 62Q: 3 clusters Score -9633886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -9633902.000000 Penalty: 5568.090820
	Iteration 63Q: 3 clusters Score -9633902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -9633909.000000 Penalty: 5568.090820
	Iteration 64Q: 3 clusters Score -9633909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -9633915.000000 Penalty: 5568.090820
	Iteration 65Q: 3 clusters Score -9633915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9633924.000000 Penalty: 5568.090820
	Iteration 66Q: 3 clusters Score -9633924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -9633921.000000 Penalty: 5568.090820
	Iteration 67Q: 3 clusters Score -9633921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -9633928.000000 Penalty: 5568.090820
	Iteration 68Q: 3 clusters Score -9633928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -9633931.000000 Penalty: 5568.090820
	Iteration 69Q: 3 clusters Score -9633931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -9633936.000000 Penalty: 5568.090820
	Iteration 70Q: 3 clusters Score -9633936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -9633945.000000 Penalty: 5568.090820
	Iteration 71Q: 3 clusters Score -9633945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -9633936.000000 Penalty: 5568.090820
	Iteration 72Q: 3 clusters Score -9633936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -9633943.000000 Penalty: 5568.090820
	Iteration 73Q: 3 clusters Score -9633943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -9633946.000000 Penalty: 5568.090820
	Iteration 74Q: 3 clusters Score -9633946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -9633942.000000 Penalty: 5568.090820
	Iteration 75Q: 3 clusters Score -9633942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -9633949.000000 Penalty: 5568.090820
	Iteration 76Q: 3 clusters Score -9633949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -9633956.000000 Penalty: 5568.090820
	Iteration 77Q: 3 clusters Score -9633956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -9633946.000000 Penalty: 5568.090820
	Iteration 78Q: 3 clusters Score -9633946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9633952.000000 Penalty: 5568.090820
	Iteration 79Q: 3 clusters Score -9633952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -9633951.000000 Penalty: 5568.090820
	Iteration 80F: 3 clusters Score -9633951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -9633954.000000 Penalty: 5568.090820
	Iteration 81Q: 3 clusters Score -9633954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -9633945.000000 Penalty: 5568.090820
	Iteration 82Q: 3 clusters Score -9633945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -9633953.000000 Penalty: 5568.090820
	Iteration 83Q: 3 clusters Score -9633953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -9633961.000000 Penalty: 5568.090820
	Iteration 84Q: 3 clusters Score -9633961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -9633963.000000 Penalty: 5568.090820
	Iteration 85Q: 3 clusters Score -9633963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -9633953.000000 Penalty: 5568.090820
	Iteration 86Q: 3 clusters Score -9633953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -9633949.000000 Penalty: 5568.090820
	Iteration 87Q: 3 clusters Score -9633949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -9633947.000000 Penalty: 5568.090820
	Iteration 88Q: 3 clusters Score -9633947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -9633954.000000 Penalty: 5568.090820
	Iteration 89Q: 3 clusters Score -9633954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -9633957.000000 Penalty: 5568.090820
	Iteration 90Q: 3 clusters Score -9633957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -9633953.000000 Penalty: 5568.090820
	Iteration 91Q: 3 clusters Score -9633953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -9633961.000000 Penalty: 5568.090820
	Iteration 92Q: 3 clusters Score -9633961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -9633951.000000 Penalty: 5568.090820
	Iteration 93Q: 3 clusters Score -9633951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -9633950.000000 Penalty: 5568.090820
	Iteration 94Q: 3 clusters Score -9633950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -9633957.000000 Penalty: 5568.090820
	Iteration 95Q: 3 clusters Score -9633957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -9633956.000000 Penalty: 5568.090820
	Iteration 96Q: 3 clusters Score -9633956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -9633954.000000 Penalty: 5568.090820
	Iteration 97Q: 3 clusters Score -9633954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -9633984.000000 Penalty: 5568.090820
	Iteration 98Q: 3 clusters Score -9633984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -9633964.000000 Penalty: 5568.090820
	Iteration 99Q: 3 clusters Score -9633964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -9633964.000000 Penalty: 5568.090820
	Iteration 100F: 3 clusters Score -9633964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -9633968.000000 Penalty: 5568.090820
	Iteration 101Q: 3 clusters Score -9633968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -9633970.000000 Penalty: 5568.090820
	Iteration 102Q: 3 clusters Score -9633970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -9633967.000000 Penalty: 5568.090820
	Iteration 103Q: 3 clusters Score -9633967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -9633971.000000 Penalty: 5568.090820
	Iteration 104Q: 3 clusters Score -9633971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -9633971.000000 Penalty: 5568.090820
	Iteration 105F: 3 clusters Score -9633971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (129907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Entering Unmasked Estep 
Score: -16858768.000000 Penalty: 2920.094482
	Iteration 0F: 2 clusters Score -1.685877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -16772364.000000 Penalty: 5840.188965
	Iteration 0F: 3 clusters Score -1.677236e+07 nChanged 61612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -16808070.000000 Penalty: 5840.188965
	Iteration 1F: 3 clusters Score -1.680807e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -16809732.000000 Penalty: 5840.188965
	Iteration 2Q: 3 clusters Score -1.680973e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -16812240.000000 Penalty: 5840.188965
	Iteration 3Q: 3 clusters Score -1.681224e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -16816160.000000 Penalty: 5840.188965
	Iteration 4F: 3 clusters Score -1.681616e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -16821270.000000 Penalty: 5840.188965
	Iteration 5F: 3 clusters Score -1.682127e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -16826712.000000 Penalty: 5840.188965
	Iteration 6F: 3 clusters Score -1.682671e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -16831828.000000 Penalty: 5840.188965
	Iteration 7F: 3 clusters Score -1.683183e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -16836368.000000 Penalty: 5840.188965
	Iteration 8F: 3 clusters Score -1.683637e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -16840144.000000 Penalty: 5840.188965
	Iteration 9F: 3 clusters Score -1.684014e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -16843342.000000 Penalty: 5840.188965
	Iteration 10Q: 3 clusters Score -1.684334e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -16845832.000000 Penalty: 5840.188965
	Iteration 11Q: 3 clusters Score -1.684583e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -16847832.000000 Penalty: 5840.188965
	Iteration 12Q: 3 clusters Score -1.684783e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -16849548.000000 Penalty: 5840.188965
	Iteration 13Q: 3 clusters Score -1.684955e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 117334 members 
Entering Unmasked Estep 
Score: -16851258.000000 Penalty: 5840.188965
	Iteration 14Q: 3 clusters Score -1.685126e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -16852734.000000 Penalty: 5840.188965
	Iteration 15Q: 3 clusters Score -1.685273e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 122142 members 
Entering Unmasked Estep 
Score: -16854068.000000 Penalty: 5840.188965
	Iteration 16Q: 3 clusters Score -1.685407e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 123834 members 
Entering Unmasked Estep 
Score: -16855214.000000 Penalty: 5840.188965
	Iteration 17Q: 3 clusters Score -1.685521e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 125085 members 
Entering Unmasked Estep 
Score: -16855934.000000 Penalty: 5840.188965
	Iteration 18Q: 3 clusters Score -1.685593e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
Score: -16856474.000000 Penalty: 5840.188965
	Iteration 19Q: 3 clusters Score -1.685647e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 126576 members 
Entering Unmasked Estep 
Score: -16857668.000000 Penalty: 5840.188965
	Iteration 20F: 3 clusters Score -1.685767e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -16858868.000000 Penalty: 5840.188965
	Iteration 21Q: 3 clusters Score -1.685887e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -16859664.000000 Penalty: 5840.188965
	Iteration 22Q: 3 clusters Score -1.685966e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -16860398.000000 Penalty: 5840.188965
	Iteration 23Q: 3 clusters Score -1.68604e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -16860968.000000 Penalty: 5840.188965
	Iteration 24Q: 3 clusters Score -1.686097e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -16861298.000000 Penalty: 5840.188965
	Iteration 25Q: 3 clusters Score -1.68613e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -16861544.000000 Penalty: 5840.188965
	Iteration 26Q: 3 clusters Score -1.686154e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 126254 members 
Entering Unmasked Estep 
Score: -16861734.000000 Penalty: 5840.188965
	Iteration 27Q: 3 clusters Score -1.686173e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -16861896.000000 Penalty: 5840.188965
	Iteration 28Q: 3 clusters Score -1.68619e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -16862080.000000 Penalty: 5840.188965
	Iteration 29Q: 3 clusters Score -1.686208e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -16862222.000000 Penalty: 5840.188965
	Iteration 30Q: 3 clusters Score -1.686222e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 125956 members 
Entering Unmasked Estep 
Score: -16862324.000000 Penalty: 5840.188965
	Iteration 31Q: 3 clusters Score -1.686232e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -16862368.000000 Penalty: 5840.188965
	Iteration 32Q: 3 clusters Score -1.686237e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -16862388.000000 Penalty: 5840.188965
	Iteration 33Q: 3 clusters Score -1.686239e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
Score: -16862380.000000 Penalty: 5840.188965
	Iteration 34Q: 3 clusters Score -1.686238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -16862382.000000 Penalty: 5840.188965
	Iteration 35Q: 3 clusters Score -1.686238e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 125785 members 
Entering Unmasked Estep 
Score: -16862410.000000 Penalty: 5840.188965
	Iteration 36Q: 3 clusters Score -1.686241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
Score: -16862400.000000 Penalty: 5840.188965
	Iteration 37Q: 3 clusters Score -1.68624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -16862380.000000 Penalty: 5840.188965
	Iteration 38Q: 3 clusters Score -1.686238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -16862408.000000 Penalty: 5840.188965
	Iteration 39Q: 3 clusters Score -1.686241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -16862544.000000 Penalty: 5840.188965
	Iteration 40F: 3 clusters Score -1.686254e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -16862566.000000 Penalty: 5840.188965
	Iteration 41Q: 3 clusters Score -1.686257e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -16862592.000000 Penalty: 5840.188965
	Iteration 42Q: 3 clusters Score -1.686259e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
Score: -16862588.000000 Penalty: 5840.188965
	Iteration 43Q: 3 clusters Score -1.686259e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -16862602.000000 Penalty: 5840.188965
	Iteration 44Q: 3 clusters Score -1.68626e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -16862618.000000 Penalty: 5840.188965
	Iteration 45Q: 3 clusters Score -1.686262e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -16862610.000000 Penalty: 5840.188965
	Iteration 46Q: 3 clusters Score -1.686261e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -16862604.000000 Penalty: 5840.188965
	Iteration 47Q: 3 clusters Score -1.68626e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -16862618.000000 Penalty: 5840.188965
	Iteration 48Q: 3 clusters Score -1.686262e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 125242 members 
Entering Unmasked Estep 
Score: -16862608.000000 Penalty: 5840.188965
	Iteration 49Q: 3 clusters Score -1.686261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -16862612.000000 Penalty: 5840.188965
	Iteration 50Q: 3 clusters Score -1.686261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -16862608.000000 Penalty: 5840.188965
	Iteration 51Q: 3 clusters Score -1.686261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -16862620.000000 Penalty: 5840.188965
	Iteration 52Q: 3 clusters Score -1.686262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 125173 members 
Entering Unmasked Estep 
Score: -16862620.000000 Penalty: 5840.188965
	Iteration 53Q: 3 clusters Score -1.686262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 125159 members 
Entering Unmasked Estep 
Score: -16862614.000000 Penalty: 5840.188965
	Iteration 54Q: 3 clusters Score -1.686261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -16862608.000000 Penalty: 5840.188965
	Iteration 55Q: 3 clusters Score -1.686261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -16862594.000000 Penalty: 5840.188965
	Iteration 56Q: 3 clusters Score -1.686259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -16862600.000000 Penalty: 5840.188965
	Iteration 57Q: 3 clusters Score -1.68626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -16862616.000000 Penalty: 5840.188965
	Iteration 58Q: 3 clusters Score -1.686262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -16862628.000000 Penalty: 5840.188965
	Iteration 59Q: 3 clusters Score -1.686263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -16862626.000000 Penalty: 5840.188965
	Iteration 60F: 3 clusters Score -1.686263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 125085 members 
Entering Unmasked Estep 
Score: -16862620.000000 Penalty: 5840.188965
	Iteration 61Q: 3 clusters Score -1.686262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -16862616.000000 Penalty: 5840.188965
	Iteration 62Q: 3 clusters Score -1.686262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -16862612.000000 Penalty: 5840.188965
	Iteration 63Q: 3 clusters Score -1.686261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 125079 members 
Entering Unmasked Estep 
Score: -16862616.000000 Penalty: 5840.188965
	Iteration 64Q: 3 clusters Score -1.686262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -16862620.000000 Penalty: 5840.188965
	Iteration 65Q: 3 clusters Score -1.686262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -16862620.000000 Penalty: 5840.188965
	Iteration 66F: 3 clusters Score -1.686262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 125078 members 
Entering Unmasked Estep 
Score: -111175264.000000 Penalty: 98462.515625
Splitting cluster 10 changes total score from -111140808.000000 to -111175264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (169858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169858 members 
Entering Unmasked Estep 
Score: -22232340.000000 Penalty: 2986.593994
	Iteration 0F: 2 clusters Score -2.223234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -22118386.000000 Penalty: 5973.187988
	Iteration 0F: 3 clusters Score -2.211839e+07 nChanged 81517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -22165672.000000 Penalty: 5973.187988
	Iteration 1F: 3 clusters Score -2.216567e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -22166918.000000 Penalty: 5973.187988
	Iteration 2Q: 3 clusters Score -2.216692e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -22168436.000000 Penalty: 5973.187988
	Iteration 3Q: 3 clusters Score -2.216844e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -22170552.000000 Penalty: 5973.187988
	Iteration 4Q: 3 clusters Score -2.217055e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -22173504.000000 Penalty: 5973.187988
	Iteration 5Q: 3 clusters Score -2.21735e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -22178396.000000 Penalty: 5973.187988
	Iteration 6F: 3 clusters Score -2.21784e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -22185620.000000 Penalty: 5973.187988
	Iteration 7F: 3 clusters Score -2.218562e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -22195302.000000 Penalty: 5973.187988
	Iteration 8F: 3 clusters Score -2.21953e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 141446 members 
Entering Unmasked Estep 
Score: -22206604.000000 Penalty: 5973.187988
	Iteration 9F: 3 clusters Score -2.22066e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -22216758.000000 Penalty: 5973.187988
	Iteration 10F: 3 clusters Score -2.221676e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 158332 members 
Entering Unmasked Estep 
Score: -22223406.000000 Penalty: 5973.187988
	Iteration 11Q: 3 clusters Score -2.222341e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -22226932.000000 Penalty: 5973.187988
	Iteration 12Q: 3 clusters Score -2.222693e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 163476 members 
Entering Unmasked Estep 
Score: -22228566.000000 Penalty: 5973.187988
	Iteration 13Q: 3 clusters Score -2.222857e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 164416 members 
Entering Unmasked Estep 
Score: -22229382.000000 Penalty: 5973.187988
	Iteration 14Q: 3 clusters Score -2.222938e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -22229898.000000 Penalty: 5973.187988
	Iteration 15Q: 3 clusters Score -2.22299e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -22230196.000000 Penalty: 5973.187988
	Iteration 16Q: 3 clusters Score -2.22302e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -22230386.000000 Penalty: 5973.187988
	Iteration 17Q: 3 clusters Score -2.223039e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 165994 members 
Entering Unmasked Estep 
Score: -22230550.000000 Penalty: 5973.187988
	Iteration 18Q: 3 clusters Score -2.223055e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 166155 members 
Entering Unmasked Estep 
Score: -22230710.000000 Penalty: 5973.187988
	Iteration 19Q: 3 clusters Score -2.223071e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 166299 members 
Entering Unmasked Estep 
Score: -22230782.000000 Penalty: 5973.187988
	Iteration 20F: 3 clusters Score -2.223078e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -22230834.000000 Penalty: 5973.187988
	Iteration 21Q: 3 clusters Score -2.223083e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -22230960.000000 Penalty: 5973.187988
	Iteration 22Q: 3 clusters Score -2.223096e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -22231040.000000 Penalty: 5973.187988
	Iteration 23Q: 3 clusters Score -2.223104e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -22231070.000000 Penalty: 5973.187988
	Iteration 24Q: 3 clusters Score -2.223107e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -22231102.000000 Penalty: 5973.187988
	Iteration 25Q: 3 clusters Score -2.22311e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 166717 members 
Entering Unmasked Estep 
Score: -22231174.000000 Penalty: 5973.187988
	Iteration 26Q: 3 clusters Score -2.223117e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -22231184.000000 Penalty: 5973.187988
	Iteration 27Q: 3 clusters Score -2.223118e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -22231174.000000 Penalty: 5973.187988
	Iteration 28Q: 3 clusters Score -2.223117e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -22231202.000000 Penalty: 5973.187988
	Iteration 29Q: 3 clusters Score -2.22312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 166795 members 
Entering Unmasked Estep 
Score: -22231206.000000 Penalty: 5973.187988
	Iteration 30Q: 3 clusters Score -2.223121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -22231214.000000 Penalty: 5973.187988
	Iteration 31Q: 3 clusters Score -2.223121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -22231210.000000 Penalty: 5973.187988
	Iteration 32Q: 3 clusters Score -2.223121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -22231248.000000 Penalty: 5973.187988
	Iteration 33Q: 3 clusters Score -2.223125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 166830 members 
Entering Unmasked Estep 
Score: -22231252.000000 Penalty: 5973.187988
	Iteration 34Q: 3 clusters Score -2.223125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -22231244.000000 Penalty: 5973.187988
	Iteration 35Q: 3 clusters Score -2.223124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -22231248.000000 Penalty: 5973.187988
	Iteration 36Q: 3 clusters Score -2.223125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 166848 members 
Entering Unmasked Estep 
Score: -22231246.000000 Penalty: 5973.187988
	Iteration 37Q: 3 clusters Score -2.223125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -22231254.000000 Penalty: 5973.187988
	Iteration 38Q: 3 clusters Score -2.223125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -22231256.000000 Penalty: 5973.187988
	Iteration 39Q: 3 clusters Score -2.223126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22231256.000000 Penalty: 5973.187988
	Iteration 40F: 3 clusters Score -2.223126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -22231240.000000 Penalty: 5973.187988
	Iteration 41Q: 3 clusters Score -2.223124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22231252.000000 Penalty: 5973.187988
	Iteration 42Q: 3 clusters Score -2.223125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -22231252.000000 Penalty: 5973.187988
	Iteration 43Q: 3 clusters Score -2.223125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -22231252.000000 Penalty: 5973.187988
	Iteration 44F: 3 clusters Score -2.223125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Entering Unmasked Estep 
Score: -8027917.000000 Penalty: 2738.382568
	Iteration 0F: 2 clusters Score -8027917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -7986080.000000 Penalty: 5476.765137
	Iteration 0F: 3 clusters Score -7986080 nChanged 29074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -8003742.500000 Penalty: 5476.765137
	Iteration 1F: 3 clusters Score -8003742 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -8006380.000000 Penalty: 5476.765137
	Iteration 2F: 3 clusters Score -8006380 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -8010576.000000 Penalty: 5476.765137
	Iteration 3F: 3 clusters Score -8010576 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -8017085.000000 Penalty: 5476.765137
	Iteration 4F: 3 clusters Score -8017085 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8026222.000000 Penalty: 5476.765137
	Iteration 5F: 3 clusters Score -8026222 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -8032972.500000 Penalty: 5476.765137
	Iteration 6F: 3 clusters Score -8032972 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -8036509.500000 Penalty: 5476.765137
	Iteration 7F: 3 clusters Score -8036510 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -8038211.000000 Penalty: 5476.765137
	Iteration 8Q: 3 clusters Score -8038211 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -8039088.500000 Penalty: 5476.765137
	Iteration 9Q: 3 clusters Score -8039088 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -8039648.500000 Penalty: 5476.765137
	Iteration 10Q: 3 clusters Score -8039648 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -8040042.500000 Penalty: 5476.765137
	Iteration 11Q: 3 clusters Score -8040042 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -8040225.000000 Penalty: 5476.765137
	Iteration 12Q: 3 clusters Score -8040225 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -8040339.000000 Penalty: 5476.765137
	Iteration 13Q: 3 clusters Score -8040339 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -8040392.500000 Penalty: 5476.765137
	Iteration 14Q: 3 clusters Score -8040392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -8040445.500000 Penalty: 5476.765137
	Iteration 15Q: 3 clusters Score -8040446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -8040453.500000 Penalty: 5476.765137
	Iteration 16Q: 3 clusters Score -8040454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -8040456.000000 Penalty: 5476.765137
	Iteration 17Q: 3 clusters Score -8040456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -8040454.000000 Penalty: 5476.765137
	Iteration 18Q: 3 clusters Score -8040454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -8040436.500000 Penalty: 5476.765137
	Iteration 19Q: 3 clusters Score -8040436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -8040441.500000 Penalty: 5476.765137
	Iteration 20F: 3 clusters Score -8040442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -8040439.000000 Penalty: 5476.765137
	Iteration 21Q: 3 clusters Score -8040439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -8040438.500000 Penalty: 5476.765137
	Iteration 22Q: 3 clusters Score -8040438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -8040451.500000 Penalty: 5476.765137
	Iteration 23Q: 3 clusters Score -8040452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -8040455.000000 Penalty: 5476.765137
	Iteration 24Q: 3 clusters Score -8040455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -8040457.500000 Penalty: 5476.765137
	Iteration 25Q: 3 clusters Score -8040458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -8040462.500000 Penalty: 5476.765137
	Iteration 26Q: 3 clusters Score -8040462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -8040465.500000 Penalty: 5476.765137
	Iteration 27Q: 3 clusters Score -8040466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -8040459.000000 Penalty: 5476.765137
	Iteration 28Q: 3 clusters Score -8040459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -8040459.000000 Penalty: 5476.765137
	Iteration 29F: 3 clusters Score -8040459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 19615 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 125078 members 
Mstep: Class 30 contains 49534 members 
Entering Unmasked Estep 
Score: -111186720.000000 Penalty: 101857.773438
Splitting cluster 12 changes total score from -111140808.000000 to -111186720.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -893378.375000 Penalty: 2192.284424
	Iteration 0F: 2 clusters Score -893378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -887679.562500 Penalty: 4384.568848
	Iteration 0F: 3 clusters Score -887679.6 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -889141.875000 Penalty: 4384.568848
	Iteration 1F: 3 clusters Score -889141.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -889394.562500 Penalty: 4384.568848
	Iteration 2F: 3 clusters Score -889394.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -889562.562500 Penalty: 4384.568848
	Iteration 3Q: 3 clusters Score -889562.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -889682.687500 Penalty: 4384.568848
	Iteration 4Q: 3 clusters Score -889682.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -889778.000000 Penalty: 4384.568848
	Iteration 5Q: 3 clusters Score -889778 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -889853.062500 Penalty: 4384.568848
	Iteration 6Q: 3 clusters Score -889853.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -889918.562500 Penalty: 4384.568848
	Iteration 7Q: 3 clusters Score -889918.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -889955.187500 Penalty: 4384.568848
	Iteration 8Q: 3 clusters Score -889955.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -889995.312500 Penalty: 4384.568848
	Iteration 9Q: 3 clusters Score -889995.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -890025.437500 Penalty: 4384.568848
	Iteration 10Q: 3 clusters Score -890025.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -890062.062500 Penalty: 4384.568848
	Iteration 11Q: 3 clusters Score -890062.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -890091.500000 Penalty: 4384.568848
	Iteration 12Q: 3 clusters Score -890091.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -890125.562500 Penalty: 4384.568848
	Iteration 13Q: 3 clusters Score -890125.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -890164.062500 Penalty: 4384.568848
	Iteration 14Q: 3 clusters Score -890164.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -890207.937500 Penalty: 4384.568848
	Iteration 15Q: 3 clusters Score -890207.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -890265.625000 Penalty: 4384.568848
	Iteration 16Q: 3 clusters Score -890265.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -890329.687500 Penalty: 4384.568848
	Iteration 17Q: 3 clusters Score -890329.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -890395.062500 Penalty: 4384.568848
	Iteration 18Q: 3 clusters Score -890395.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -890455.687500 Penalty: 4384.568848
	Iteration 19Q: 3 clusters Score -890455.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -890525.562500 Penalty: 4384.568848
	Iteration 20F: 3 clusters Score -890525.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -890608.562500 Penalty: 4384.568848
	Iteration 21Q: 3 clusters Score -890608.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -890699.500000 Penalty: 4384.568848
	Iteration 22Q: 3 clusters Score -890699.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -890803.187500 Penalty: 4384.568848
	Iteration 23Q: 3 clusters Score -890803.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -890909.562500 Penalty: 4384.568848
	Iteration 24Q: 3 clusters Score -890909.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -891019.312500 Penalty: 4384.568848
	Iteration 25Q: 3 clusters Score -891019.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -891138.750000 Penalty: 4384.568848
	Iteration 26Q: 3 clusters Score -891138.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -891252.187500 Penalty: 4384.568848
	Iteration 27Q: 3 clusters Score -891252.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -891346.937500 Penalty: 4384.568848
	Iteration 28Q: 3 clusters Score -891346.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -891438.500000 Penalty: 4384.568848
	Iteration 29Q: 3 clusters Score -891438.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -891502.562500 Penalty: 4384.568848
	Iteration 30Q: 3 clusters Score -891502.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -891551.937500 Penalty: 4384.568848
	Iteration 31Q: 3 clusters Score -891551.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -891586.375000 Penalty: 4384.568848
	Iteration 32Q: 3 clusters Score -891586.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -891620.625000 Penalty: 4384.568848
	Iteration 33Q: 3 clusters Score -891620.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -891647.312500 Penalty: 4384.568848
	Iteration 34Q: 3 clusters Score -891647.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -891659.312500 Penalty: 4384.568848
	Iteration 35Q: 3 clusters Score -891659.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -891671.437500 Penalty: 4384.568848
	Iteration 36Q: 3 clusters Score -891671.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -891684.250000 Penalty: 4384.568848
	Iteration 37Q: 3 clusters Score -891684.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -891692.500000 Penalty: 4384.568848
	Iteration 38Q: 3 clusters Score -891692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -891698.875000 Penalty: 4384.568848
	Iteration 39Q: 3 clusters Score -891698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -891702.250000 Penalty: 4384.568848
	Iteration 40F: 3 clusters Score -891702.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -891702.937500 Penalty: 4384.568848
	Iteration 41Q: 3 clusters Score -891702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -891704.437500 Penalty: 4384.568848
	Iteration 42Q: 3 clusters Score -891704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -891707.812500 Penalty: 4384.568848
	Iteration 43Q: 3 clusters Score -891707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -891705.937500 Penalty: 4384.568848
	Iteration 44Q: 3 clusters Score -891705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -891705.687500 Penalty: 4384.568848
	Iteration 45Q: 3 clusters Score -891705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -891708.375000 Penalty: 4384.568848
	Iteration 46Q: 3 clusters Score -891708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -891709.187500 Penalty: 4384.568848
	Iteration 47Q: 3 clusters Score -891709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -891709.875000 Penalty: 4384.568848
	Iteration 48Q: 3 clusters Score -891709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -891709.187500 Penalty: 4384.568848
	Iteration 49Q: 3 clusters Score -891709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -891708.375000 Penalty: 4384.568848
	Iteration 50Q: 3 clusters Score -891708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -891709.000000 Penalty: 4384.568848
	Iteration 51Q: 3 clusters Score -891709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -891710.500000 Penalty: 4384.568848
	Iteration 52Q: 3 clusters Score -891710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -891712.375000 Penalty: 4384.568848
	Iteration 53Q: 3 clusters Score -891712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -891711.250000 Penalty: 4384.568848
	Iteration 54Q: 3 clusters Score -891711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -891710.312500 Penalty: 4384.568848
	Iteration 55Q: 3 clusters Score -891710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -891710.312500 Penalty: 4384.568848
	Iteration 56F: 3 clusters Score -891710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Entering Unmasked Estep 
Score: -7338994.000000 Penalty: 2709.414062
	Iteration 0F: 2 clusters Score -7338994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7301501.000000 Penalty: 5418.828125
	Iteration 0F: 3 clusters Score -7301501 nChanged 25928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -7316094.500000 Penalty: 5418.828125
	Iteration 1F: 3 clusters Score -7316094 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -7316888.000000 Penalty: 5418.828125
	Iteration 2Q: 3 clusters Score -7316888 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -7317655.500000 Penalty: 5418.828125
	Iteration 3Q: 3 clusters Score -7317656 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -7318578.000000 Penalty: 5418.828125
	Iteration 4Q: 3 clusters Score -7318578 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -7319561.500000 Penalty: 5418.828125
	Iteration 5Q: 3 clusters Score -7319562 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -7320924.000000 Penalty: 5418.828125
	Iteration 6F: 3 clusters Score -7320924 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -7322728.500000 Penalty: 5418.828125
	Iteration 7F: 3 clusters Score -7322728 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -7324937.500000 Penalty: 5418.828125
	Iteration 8F: 3 clusters Score -7324938 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -7327173.500000 Penalty: 5418.828125
	Iteration 9F: 3 clusters Score -7327174 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -7329255.000000 Penalty: 5418.828125
	Iteration 10F: 3 clusters Score -7329255 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -7331055.500000 Penalty: 5418.828125
	Iteration 11F: 3 clusters Score -7331056 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -7332710.000000 Penalty: 5418.828125
	Iteration 12Q: 3 clusters Score -7332710 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7333969.000000 Penalty: 5418.828125
	Iteration 13Q: 3 clusters Score -7333969 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7334877.000000 Penalty: 5418.828125
	Iteration 14Q: 3 clusters Score -7334877 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7335495.000000 Penalty: 5418.828125
	Iteration 15Q: 3 clusters Score -7335495 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7335909.000000 Penalty: 5418.828125
	Iteration 16Q: 3 clusters Score -7335909 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7336174.500000 Penalty: 5418.828125
	Iteration 17Q: 3 clusters Score -7336174 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7336418.000000 Penalty: 5418.828125
	Iteration 18Q: 3 clusters Score -7336418 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7336595.500000 Penalty: 5418.828125
	Iteration 19Q: 3 clusters Score -7336596 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7336708.000000 Penalty: 5418.828125
	Iteration 20F: 3 clusters Score -7336708 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7336808.000000 Penalty: 5418.828125
	Iteration 21Q: 3 clusters Score -7336808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7336872.500000 Penalty: 5418.828125
	Iteration 22Q: 3 clusters Score -7336872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7336911.500000 Penalty: 5418.828125
	Iteration 23Q: 3 clusters Score -7336912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7336970.000000 Penalty: 5418.828125
	Iteration 24Q: 3 clusters Score -7336970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7337015.000000 Penalty: 5418.828125
	Iteration 25Q: 3 clusters Score -7337015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7337063.000000 Penalty: 5418.828125
	Iteration 26Q: 3 clusters Score -7337063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7337095.000000 Penalty: 5418.828125
	Iteration 27Q: 3 clusters Score -7337095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7337128.500000 Penalty: 5418.828125
	Iteration 28Q: 3 clusters Score -7337128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7337192.500000 Penalty: 5418.828125
	Iteration 29Q: 3 clusters Score -7337192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7337238.000000 Penalty: 5418.828125
	Iteration 30Q: 3 clusters Score -7337238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7337315.500000 Penalty: 5418.828125
	Iteration 31Q: 3 clusters Score -7337316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7337348.500000 Penalty: 5418.828125
	Iteration 32Q: 3 clusters Score -7337348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7337367.000000 Penalty: 5418.828125
	Iteration 33Q: 3 clusters Score -7337367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7337372.000000 Penalty: 5418.828125
	Iteration 34Q: 3 clusters Score -7337372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7337394.500000 Penalty: 5418.828125
	Iteration 35Q: 3 clusters Score -7337394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7337410.500000 Penalty: 5418.828125
	Iteration 36Q: 3 clusters Score -7337410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7337414.500000 Penalty: 5418.828125
	Iteration 37Q: 3 clusters Score -7337414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7337427.000000 Penalty: 5418.828125
	Iteration 38Q: 3 clusters Score -7337427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7337448.000000 Penalty: 5418.828125
	Iteration 39Q: 3 clusters Score -7337448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7337487.000000 Penalty: 5418.828125
	Iteration 40F: 3 clusters Score -7337487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7337514.000000 Penalty: 5418.828125
	Iteration 41Q: 3 clusters Score -7337514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7337538.500000 Penalty: 5418.828125
	Iteration 42Q: 3 clusters Score -7337538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7337568.000000 Penalty: 5418.828125
	Iteration 43Q: 3 clusters Score -7337568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7337595.000000 Penalty: 5418.828125
	Iteration 44Q: 3 clusters Score -7337595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7337622.500000 Penalty: 5418.828125
	Iteration 45Q: 3 clusters Score -7337622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7337689.000000 Penalty: 5418.828125
	Iteration 46Q: 3 clusters Score -7337689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7337734.000000 Penalty: 5418.828125
	Iteration 47Q: 3 clusters Score -7337734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7337738.500000 Penalty: 5418.828125
	Iteration 48Q: 3 clusters Score -7337738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7337759.500000 Penalty: 5418.828125
	Iteration 49Q: 3 clusters Score -7337760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7337776.000000 Penalty: 5418.828125
	Iteration 50Q: 3 clusters Score -7337776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7337787.000000 Penalty: 5418.828125
	Iteration 51Q: 3 clusters Score -7337787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7337792.000000 Penalty: 5418.828125
	Iteration 52Q: 3 clusters Score -7337792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7337797.500000 Penalty: 5418.828125
	Iteration 53Q: 3 clusters Score -7337798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7337796.000000 Penalty: 5418.828125
	Iteration 54Q: 3 clusters Score -7337796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7337800.500000 Penalty: 5418.828125
	Iteration 55Q: 3 clusters Score -7337800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7337806.000000 Penalty: 5418.828125
	Iteration 56Q: 3 clusters Score -7337806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7337812.000000 Penalty: 5418.828125
	Iteration 57Q: 3 clusters Score -7337812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7337815.500000 Penalty: 5418.828125
	Iteration 58Q: 3 clusters Score -7337816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7337815.000000 Penalty: 5418.828125
	Iteration 59Q: 3 clusters Score -7337815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7337815.500000 Penalty: 5418.828125
	Iteration 60F: 3 clusters Score -7337816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7337813.500000 Penalty: 5418.828125
	Iteration 61Q: 3 clusters Score -7337814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7337820.500000 Penalty: 5418.828125
	Iteration 62Q: 3 clusters Score -7337820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7337819.500000 Penalty: 5418.828125
	Iteration 63Q: 3 clusters Score -7337820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7337822.000000 Penalty: 5418.828125
	Iteration 64Q: 3 clusters Score -7337822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7337822.000000 Penalty: 5418.828125
	Iteration 65F: 3 clusters Score -7337822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Entering Unmasked Estep 
Score: -2341613.500000 Penalty: 2451.244141
	Iteration 0F: 2 clusters Score -2341614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2327908.500000 Penalty: 4902.488281
	Iteration 0F: 3 clusters Score -2327908 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2335706.750000 Penalty: 4902.488281
	Iteration 1F: 3 clusters Score -2335707 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2340625.250000 Penalty: 4902.488281
	Iteration 2F: 3 clusters Score -2340625 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2343938.000000 Penalty: 4902.488281
	Iteration 3F: 3 clusters Score -2343938 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2345005.750000 Penalty: 4902.488281
	Iteration 4F: 3 clusters Score -2345006 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2345348.500000 Penalty: 4902.488281
	Iteration 5Q: 3 clusters Score -2345348 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2345520.500000 Penalty: 4902.488281
	Iteration 6Q: 3 clusters Score -2345520 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2345646.500000 Penalty: 4902.488281
	Iteration 7Q: 3 clusters Score -2345646 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2345731.500000 Penalty: 4902.488281
	Iteration 8Q: 3 clusters Score -2345732 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2345823.500000 Penalty: 4902.488281
	Iteration 9Q: 3 clusters Score -2345824 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2345890.250000 Penalty: 4902.488281
	Iteration 10Q: 3 clusters Score -2345890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2345956.250000 Penalty: 4902.488281
	Iteration 11Q: 3 clusters Score -2345956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2346023.250000 Penalty: 4902.488281
	Iteration 12Q: 3 clusters Score -2346023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2346062.750000 Penalty: 4902.488281
	Iteration 13Q: 3 clusters Score -2346063 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2346101.750000 Penalty: 4902.488281
	Iteration 14Q: 3 clusters Score -2346102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2346138.250000 Penalty: 4902.488281
	Iteration 15Q: 3 clusters Score -2346138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2346166.250000 Penalty: 4902.488281
	Iteration 16Q: 3 clusters Score -2346166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2346190.500000 Penalty: 4902.488281
	Iteration 17Q: 3 clusters Score -2346190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2346216.750000 Penalty: 4902.488281
	Iteration 18Q: 3 clusters Score -2346217 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2346247.500000 Penalty: 4902.488281
	Iteration 19Q: 3 clusters Score -2346248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2346263.500000 Penalty: 4902.488281
	Iteration 20F: 3 clusters Score -2346264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2346288.000000 Penalty: 4902.488281
	Iteration 21Q: 3 clusters Score -2346288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2346299.750000 Penalty: 4902.488281
	Iteration 22Q: 3 clusters Score -2346300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2346317.500000 Penalty: 4902.488281
	Iteration 23Q: 3 clusters Score -2346318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2346329.750000 Penalty: 4902.488281
	Iteration 24Q: 3 clusters Score -2346330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2346332.250000 Penalty: 4902.488281
	Iteration 25Q: 3 clusters Score -2346332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2346337.000000 Penalty: 4902.488281
	Iteration 26Q: 3 clusters Score -2346337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2346345.250000 Penalty: 4902.488281
	Iteration 27Q: 3 clusters Score -2346345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2346345.000000 Penalty: 4902.488281
	Iteration 28Q: 3 clusters Score -2346345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2346345.750000 Penalty: 4902.488281
	Iteration 29Q: 3 clusters Score -2346346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2346344.250000 Penalty: 4902.488281
	Iteration 30Q: 3 clusters Score -2346344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2346342.750000 Penalty: 4902.488281
	Iteration 31Q: 3 clusters Score -2346343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2346341.250000 Penalty: 4902.488281
	Iteration 32Q: 3 clusters Score -2346341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2346344.500000 Penalty: 4902.488281
	Iteration 33Q: 3 clusters Score -2346344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2346340.750000 Penalty: 4902.488281
	Iteration 34Q: 3 clusters Score -2346341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2346344.500000 Penalty: 4902.488281
	Iteration 35Q: 3 clusters Score -2346344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2346346.000000 Penalty: 4902.488281
	Iteration 36Q: 3 clusters Score -2346346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2346346.750000 Penalty: 4902.488281
	Iteration 37Q: 3 clusters Score -2346347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2346345.000000 Penalty: 4902.488281
	Iteration 38Q: 3 clusters Score -2346345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2346345.000000 Penalty: 4902.488281
	Iteration 39F: 3 clusters Score -2346345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 14632 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 125078 members 
Mstep: Class 30 contains 49534 members 
Mstep: Class 31 contains 4983 members 
Entering Unmasked Estep 
Score: -111190464.000000 Penalty: 105253.039062
Splitting cluster 16 changes total score from -111140808.000000 to -111190464.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (9935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Entering Unmasked Estep 
Score: -1192852.500000 Penalty: 2282.547119
	Iteration 0F: 2 clusters Score -1192852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1185352.000000 Penalty: 4565.094238
	Iteration 0F: 3 clusters Score -1185352 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1188498.125000 Penalty: 4565.094238
	Iteration 1F: 3 clusters Score -1188498 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1190338.375000 Penalty: 4565.094238
	Iteration 2F: 3 clusters Score -1190338 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1191768.625000 Penalty: 4565.094238
	Iteration 3F: 3 clusters Score -1191769 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1192529.875000 Penalty: 4565.094238
	Iteration 4F: 3 clusters Score -1192530 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1192939.000000 Penalty: 4565.094238
	Iteration 5F: 3 clusters Score -1192939 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1193214.375000 Penalty: 4565.094238
	Iteration 6Q: 3 clusters Score -1193214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1193367.625000 Penalty: 4565.094238
	Iteration 7Q: 3 clusters Score -1193368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1193457.500000 Penalty: 4565.094238
	Iteration 8Q: 3 clusters Score -1193458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1193513.750000 Penalty: 4565.094238
	Iteration 9Q: 3 clusters Score -1193514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1193551.750000 Penalty: 4565.094238
	Iteration 10Q: 3 clusters Score -1193552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1193574.500000 Penalty: 4565.094238
	Iteration 11Q: 3 clusters Score -1193574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1193590.500000 Penalty: 4565.094238
	Iteration 12Q: 3 clusters Score -1193590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1193608.000000 Penalty: 4565.094238
	Iteration 13Q: 3 clusters Score -1193608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1193619.250000 Penalty: 4565.094238
	Iteration 14Q: 3 clusters Score -1193619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1193620.500000 Penalty: 4565.094238
	Iteration 15Q: 3 clusters Score -1193620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1193625.125000 Penalty: 4565.094238
	Iteration 16Q: 3 clusters Score -1193625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1193623.750000 Penalty: 4565.094238
	Iteration 17Q: 3 clusters Score -1193624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1193628.875000 Penalty: 4565.094238
	Iteration 18Q: 3 clusters Score -1193629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1193634.750000 Penalty: 4565.094238
	Iteration 19Q: 3 clusters Score -1193635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1193631.750000 Penalty: 4565.094238
	Iteration 20F: 3 clusters Score -1193632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1193631.125000 Penalty: 4565.094238
	Iteration 21Q: 3 clusters Score -1193631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1193634.375000 Penalty: 4565.094238
	Iteration 22Q: 3 clusters Score -1193634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1193641.750000 Penalty: 4565.094238
	Iteration 23Q: 3 clusters Score -1193642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1193645.750000 Penalty: 4565.094238
	Iteration 24Q: 3 clusters Score -1193646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1193650.375000 Penalty: 4565.094238
	Iteration 25Q: 3 clusters Score -1193650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1193660.000000 Penalty: 4565.094238
	Iteration 26Q: 3 clusters Score -1193660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1193671.625000 Penalty: 4565.094238
	Iteration 27Q: 3 clusters Score -1193672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1193688.125000 Penalty: 4565.094238
	Iteration 28Q: 3 clusters Score -1193688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1193718.625000 Penalty: 4565.094238
	Iteration 29Q: 3 clusters Score -1193719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1193753.500000 Penalty: 4565.094238
	Iteration 30Q: 3 clusters Score -1193754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1193809.750000 Penalty: 4565.094238
	Iteration 31Q: 3 clusters Score -1193810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1193865.750000 Penalty: 4565.094238
	Iteration 32Q: 3 clusters Score -1193866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1193905.750000 Penalty: 4565.094238
	Iteration 33Q: 3 clusters Score -1193906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1193945.250000 Penalty: 4565.094238
	Iteration 34Q: 3 clusters Score -1193945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1193977.750000 Penalty: 4565.094238
	Iteration 35Q: 3 clusters Score -1193978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1194013.000000 Penalty: 4565.094238
	Iteration 36Q: 3 clusters Score -1194013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1194033.125000 Penalty: 4565.094238
	Iteration 37Q: 3 clusters Score -1194033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1194046.625000 Penalty: 4565.094238
	Iteration 38Q: 3 clusters Score -1194047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1194053.125000 Penalty: 4565.094238
	Iteration 39Q: 3 clusters Score -1194053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1194059.000000 Penalty: 4565.094238
	Iteration 40F: 3 clusters Score -1194059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1194063.000000 Penalty: 4565.094238
	Iteration 41Q: 3 clusters Score -1194063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1194067.750000 Penalty: 4565.094238
	Iteration 42Q: 3 clusters Score -1194068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1194068.625000 Penalty: 4565.094238
	Iteration 43Q: 3 clusters Score -1194069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1194074.000000 Penalty: 4565.094238
	Iteration 44Q: 3 clusters Score -1194074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1194075.250000 Penalty: 4565.094238
	Iteration 45Q: 3 clusters Score -1194075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1194075.875000 Penalty: 4565.094238
	Iteration 46Q: 3 clusters Score -1194076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1194075.000000 Penalty: 4565.094238
	Iteration 47Q: 3 clusters Score -1194075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1194078.125000 Penalty: 4565.094238
	Iteration 48Q: 3 clusters Score -1194078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1194078.250000 Penalty: 4565.094238
	Iteration 49Q: 3 clusters Score -1194078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1194075.250000 Penalty: 4565.094238
	Iteration 50Q: 3 clusters Score -1194075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1194075.250000 Penalty: 4565.094238
	Iteration 51F: 3 clusters Score -1194075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 14632 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 125078 members 
Mstep: Class 30 contains 49534 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 3471 members 
Entering Unmasked Estep 
Score: -111190400.000000 Penalty: 108648.296875
Splitting cluster 17 changes total score from -111140808.000000 to -111190400.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (95793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Entering Unmasked Estep 
Score: -12515354.000000 Penalty: 2844.546387
	Iteration 0F: 2 clusters Score -1.251535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -12451262.000000 Penalty: 5689.092773
	Iteration 0F: 3 clusters Score -1.245126e+07 nChanged 45265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -12478051.000000 Penalty: 5689.092773
	Iteration 1F: 3 clusters Score -1.247805e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -12479924.000000 Penalty: 5689.092773
	Iteration 2Q: 3 clusters Score -1.247992e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -12481939.000000 Penalty: 5689.092773
	Iteration 3Q: 3 clusters Score -1.248194e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -12484260.000000 Penalty: 5689.092773
	Iteration 4F: 3 clusters Score -1.248426e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -12487457.000000 Penalty: 5689.092773
	Iteration 5F: 3 clusters Score -1.248746e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -12491725.000000 Penalty: 5689.092773
	Iteration 6F: 3 clusters Score -1.249172e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -12496675.000000 Penalty: 5689.092773
	Iteration 7F: 3 clusters Score -1.249668e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -12501474.000000 Penalty: 5689.092773
	Iteration 8F: 3 clusters Score -1.250147e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -12505173.000000 Penalty: 5689.092773
	Iteration 9F: 3 clusters Score -1.250517e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -12507947.000000 Penalty: 5689.092773
	Iteration 10Q: 3 clusters Score -1.250795e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -12509809.000000 Penalty: 5689.092773
	Iteration 11Q: 3 clusters Score -1.250981e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -12511022.000000 Penalty: 5689.092773
	Iteration 12Q: 3 clusters Score -1.251102e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -12511955.000000 Penalty: 5689.092773
	Iteration 13Q: 3 clusters Score -1.251196e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -12512452.000000 Penalty: 5689.092773
	Iteration 14Q: 3 clusters Score -1.251245e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -12512711.000000 Penalty: 5689.092773
	Iteration 15Q: 3 clusters Score -1.251271e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -12512852.000000 Penalty: 5689.092773
	Iteration 16Q: 3 clusters Score -1.251285e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -12512972.000000 Penalty: 5689.092773
	Iteration 17Q: 3 clusters Score -1.251297e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -12513013.000000 Penalty: 5689.092773
	Iteration 18Q: 3 clusters Score -1.251301e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -12513059.000000 Penalty: 5689.092773
	Iteration 19Q: 3 clusters Score -1.251306e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -12513102.000000 Penalty: 5689.092773
	Iteration 20F: 3 clusters Score -1.25131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -12513124.000000 Penalty: 5689.092773
	Iteration 21Q: 3 clusters Score -1.251312e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -12513151.000000 Penalty: 5689.092773
	Iteration 22Q: 3 clusters Score -1.251315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -12513170.000000 Penalty: 5689.092773
	Iteration 23Q: 3 clusters Score -1.251317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -12513173.000000 Penalty: 5689.092773
	Iteration 24Q: 3 clusters Score -1.251317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -12513192.000000 Penalty: 5689.092773
	Iteration 25Q: 3 clusters Score -1.251319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -12513211.000000 Penalty: 5689.092773
	Iteration 26Q: 3 clusters Score -1.251321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -12513212.000000 Penalty: 5689.092773
	Iteration 27Q: 3 clusters Score -1.251321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -12513229.000000 Penalty: 5689.092773
	Iteration 28Q: 3 clusters Score -1.251323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -12513238.000000 Penalty: 5689.092773
	Iteration 29Q: 3 clusters Score -1.251324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -12513239.000000 Penalty: 5689.092773
	Iteration 30Q: 3 clusters Score -1.251324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -12513239.000000 Penalty: 5689.092773
	Iteration 31Q: 3 clusters Score -1.251324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -12513230.000000 Penalty: 5689.092773
	Iteration 32Q: 3 clusters Score -1.251323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -12513231.000000 Penalty: 5689.092773
	Iteration 33Q: 3 clusters Score -1.251323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -12513234.000000 Penalty: 5689.092773
	Iteration 34Q: 3 clusters Score -1.251323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -12513235.000000 Penalty: 5689.092773
	Iteration 35Q: 3 clusters Score -1.251324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -12513235.000000 Penalty: 5689.092773
	Iteration 36F: 3 clusters Score -1.251324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -1167656.000000 Penalty: 2262.351074
	Iteration 0F: 2 clusters Score -1167656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1160606.250000 Penalty: 4524.702148
	Iteration 0F: 3 clusters Score -1160606 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1164422.625000 Penalty: 4524.702148
	Iteration 1F: 3 clusters Score -1164423 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1168197.250000 Penalty: 4524.702148
	Iteration 2F: 3 clusters Score -1168197 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1173584.875000 Penalty: 4524.702148
	Iteration 3F: 3 clusters Score -1173585 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1179575.000000 Penalty: 4524.702148
	Iteration 4F: 3 clusters Score -1179575 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1180512.875000 Penalty: 4524.702148
	Iteration 5Q: 3 clusters Score -1180513 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1180952.250000 Penalty: 4524.702148
	Iteration 6Q: 3 clusters Score -1180952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1181074.375000 Penalty: 4524.702148
	Iteration 7Q: 3 clusters Score -1181074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1181098.375000 Penalty: 4524.702148
	Iteration 8Q: 3 clusters Score -1181098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1181102.875000 Penalty: 4524.702148
	Iteration 9Q: 3 clusters Score -1181103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1181100.875000 Penalty: 4524.702148
	Iteration 10Q: 3 clusters Score -1181101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1181105.125000 Penalty: 4524.702148
	Iteration 11Q: 3 clusters Score -1181105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1181107.875000 Penalty: 4524.702148
	Iteration 12Q: 3 clusters Score -1181108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1181104.375000 Penalty: 4524.702148
	Iteration 13Q: 3 clusters Score -1181104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1181105.000000 Penalty: 4524.702148
	Iteration 14Q: 3 clusters Score -1181105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1181105.000000 Penalty: 4524.702148
	Iteration 15F: 3 clusters Score -1181105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 14632 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 125078 members 
Mstep: Class 30 contains 49534 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 1203 members 
Entering Unmasked Estep 
Score: -111202440.000000 Penalty: 112043.554688
Splitting cluster 19 changes total score from -111140808.000000 to -111202440.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (83649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Entering Unmasked Estep 
Score: -10883834.000000 Penalty: 2810.927490
	Iteration 0F: 2 clusters Score -1.088383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -10827882.000000 Penalty: 5621.854980
	Iteration 0F: 3 clusters Score -1.082788e+07 nChanged 39302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -10851812.000000 Penalty: 5621.854980
	Iteration 1F: 3 clusters Score -1.085181e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -10854078.000000 Penalty: 5621.854980
	Iteration 2F: 3 clusters Score -1.085408e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -10856729.000000 Penalty: 5621.854980
	Iteration 3F: 3 clusters Score -1.085673e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -10859444.000000 Penalty: 5621.854980
	Iteration 4F: 3 clusters Score -1.085944e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -10861885.000000 Penalty: 5621.854980
	Iteration 5F: 3 clusters Score -1.086188e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -10863716.000000 Penalty: 5621.854980
	Iteration 6F: 3 clusters Score -1.086372e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -10865126.000000 Penalty: 5621.854980
	Iteration 7Q: 3 clusters Score -1.086513e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -10866118.000000 Penalty: 5621.854980
	Iteration 8Q: 3 clusters Score -1.086612e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -10867230.000000 Penalty: 5621.854980
	Iteration 9Q: 3 clusters Score -1.086723e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -10868290.000000 Penalty: 5621.854980
	Iteration 10Q: 3 clusters Score -1.086829e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -10869564.000000 Penalty: 5621.854980
	Iteration 11Q: 3 clusters Score -1.086956e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -10871022.000000 Penalty: 5621.854980
	Iteration 12Q: 3 clusters Score -1.087102e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -10872786.000000 Penalty: 5621.854980
	Iteration 13Q: 3 clusters Score -1.087279e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -10874816.000000 Penalty: 5621.854980
	Iteration 14Q: 3 clusters Score -1.087482e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -10876790.000000 Penalty: 5621.854980
	Iteration 15Q: 3 clusters Score -1.087679e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -10878445.000000 Penalty: 5621.854980
	Iteration 16Q: 3 clusters Score -1.087844e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -10879620.000000 Penalty: 5621.854980
	Iteration 17Q: 3 clusters Score -1.087962e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10880411.000000 Penalty: 5621.854980
	Iteration 18Q: 3 clusters Score -1.088041e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10880810.000000 Penalty: 5621.854980
	Iteration 19Q: 3 clusters Score -1.088081e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10881023.000000 Penalty: 5621.854980
	Iteration 20F: 3 clusters Score -1.088102e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10881199.000000 Penalty: 5621.854980
	Iteration 21Q: 3 clusters Score -1.08812e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10881292.000000 Penalty: 5621.854980
	Iteration 22Q: 3 clusters Score -1.088129e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10881370.000000 Penalty: 5621.854980
	Iteration 23Q: 3 clusters Score -1.088137e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10881425.000000 Penalty: 5621.854980
	Iteration 24Q: 3 clusters Score -1.088142e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10881474.000000 Penalty: 5621.854980
	Iteration 25Q: 3 clusters Score -1.088147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10881501.000000 Penalty: 5621.854980
	Iteration 26Q: 3 clusters Score -1.08815e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10881499.000000 Penalty: 5621.854980
	Iteration 27Q: 3 clusters Score -1.08815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10881524.000000 Penalty: 5621.854980
	Iteration 28Q: 3 clusters Score -1.088152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10881533.000000 Penalty: 5621.854980
	Iteration 29Q: 3 clusters Score -1.088153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10881536.000000 Penalty: 5621.854980
	Iteration 30Q: 3 clusters Score -1.088154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10881548.000000 Penalty: 5621.854980
	Iteration 31Q: 3 clusters Score -1.088155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10881547.000000 Penalty: 5621.854980
	Iteration 32Q: 3 clusters Score -1.088155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10881542.000000 Penalty: 5621.854980
	Iteration 33Q: 3 clusters Score -1.088154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10881556.000000 Penalty: 5621.854980
	Iteration 34Q: 3 clusters Score -1.088156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10881559.000000 Penalty: 5621.854980
	Iteration 35Q: 3 clusters Score -1.088156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10881570.000000 Penalty: 5621.854980
	Iteration 36Q: 3 clusters Score -1.088157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10881579.000000 Penalty: 5621.854980
	Iteration 37Q: 3 clusters Score -1.088158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10881575.000000 Penalty: 5621.854980
	Iteration 38Q: 3 clusters Score -1.088158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10881578.000000 Penalty: 5621.854980
	Iteration 39Q: 3 clusters Score -1.088158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10881575.000000 Penalty: 5621.854980
	Iteration 40F: 3 clusters Score -1.088158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10881581.000000 Penalty: 5621.854980
	Iteration 41Q: 3 clusters Score -1.088158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10881583.000000 Penalty: 5621.854980
	Iteration 42Q: 3 clusters Score -1.088158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10881583.000000 Penalty: 5621.854980
	Iteration 43F: 3 clusters Score -1.088158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Entering Unmasked Estep 
Score: -2656937.500000 Penalty: 2466.113525
	Iteration 0F: 2 clusters Score -2656938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2642442.500000 Penalty: 4932.227051
	Iteration 0F: 3 clusters Score -2642442 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2647426.750000 Penalty: 4932.227051
	Iteration 1F: 3 clusters Score -2647427 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2647964.500000 Penalty: 4932.227051
	Iteration 2F: 3 clusters Score -2647964 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2648531.250000 Penalty: 4932.227051
	Iteration 3F: 3 clusters Score -2648531 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2649273.750000 Penalty: 4932.227051
	Iteration 4F: 3 clusters Score -2649274 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2650407.750000 Penalty: 4932.227051
	Iteration 5F: 3 clusters Score -2650408 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2651924.750000 Penalty: 4932.227051
	Iteration 6F: 3 clusters Score -2651925 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2653571.250000 Penalty: 4932.227051
	Iteration 7F: 3 clusters Score -2653571 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2655083.750000 Penalty: 4932.227051
	Iteration 8F: 3 clusters Score -2655084 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2655869.000000 Penalty: 4932.227051
	Iteration 9F: 3 clusters Score -2655869 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2656258.250000 Penalty: 4932.227051
	Iteration 10Q: 3 clusters Score -2656258 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2656483.250000 Penalty: 4932.227051
	Iteration 11Q: 3 clusters Score -2656483 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2656609.000000 Penalty: 4932.227051
	Iteration 12Q: 3 clusters Score -2656609 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2656681.000000 Penalty: 4932.227051
	Iteration 13Q: 3 clusters Score -2656681 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2656747.250000 Penalty: 4932.227051
	Iteration 14Q: 3 clusters Score -2656747 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2656783.000000 Penalty: 4932.227051
	Iteration 15Q: 3 clusters Score -2656783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2656820.750000 Penalty: 4932.227051
	Iteration 16Q: 3 clusters Score -2656821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2656848.750000 Penalty: 4932.227051
	Iteration 17Q: 3 clusters Score -2656849 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2656880.750000 Penalty: 4932.227051
	Iteration 18Q: 3 clusters Score -2656881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2656909.500000 Penalty: 4932.227051
	Iteration 19Q: 3 clusters Score -2656910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2656931.750000 Penalty: 4932.227051
	Iteration 20F: 3 clusters Score -2656932 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2656939.750000 Penalty: 4932.227051
	Iteration 21Q: 3 clusters Score -2656940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2656957.250000 Penalty: 4932.227051
	Iteration 22Q: 3 clusters Score -2656957 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2656968.250000 Penalty: 4932.227051
	Iteration 23Q: 3 clusters Score -2656968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2656992.500000 Penalty: 4932.227051
	Iteration 24Q: 3 clusters Score -2656992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2657017.000000 Penalty: 4932.227051
	Iteration 25Q: 3 clusters Score -2657017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2657020.250000 Penalty: 4932.227051
	Iteration 26Q: 3 clusters Score -2657020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2657027.000000 Penalty: 4932.227051
	Iteration 27Q: 3 clusters Score -2657027 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2657047.000000 Penalty: 4932.227051
	Iteration 28Q: 3 clusters Score -2657047 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2657060.500000 Penalty: 4932.227051
	Iteration 29Q: 3 clusters Score -2657060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2657081.250000 Penalty: 4932.227051
	Iteration 30Q: 3 clusters Score -2657081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2657089.250000 Penalty: 4932.227051
	Iteration 31Q: 3 clusters Score -2657089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2657098.000000 Penalty: 4932.227051
	Iteration 32Q: 3 clusters Score -2657098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2657108.750000 Penalty: 4932.227051
	Iteration 33Q: 3 clusters Score -2657109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2657115.250000 Penalty: 4932.227051
	Iteration 34Q: 3 clusters Score -2657115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2657128.750000 Penalty: 4932.227051
	Iteration 35Q: 3 clusters Score -2657129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2657142.750000 Penalty: 4932.227051
	Iteration 36Q: 3 clusters Score -2657143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2657148.500000 Penalty: 4932.227051
	Iteration 37Q: 3 clusters Score -2657148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2657152.000000 Penalty: 4932.227051
	Iteration 38Q: 3 clusters Score -2657152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2657158.750000 Penalty: 4932.227051
	Iteration 39Q: 3 clusters Score -2657159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2657172.750000 Penalty: 4932.227051
	Iteration 40F: 3 clusters Score -2657173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2657177.000000 Penalty: 4932.227051
	Iteration 41Q: 3 clusters Score -2657177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2657188.750000 Penalty: 4932.227051
	Iteration 42Q: 3 clusters Score -2657189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2657207.000000 Penalty: 4932.227051
	Iteration 43Q: 3 clusters Score -2657207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2657217.250000 Penalty: 4932.227051
	Iteration 44Q: 3 clusters Score -2657217 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2657238.250000 Penalty: 4932.227051
	Iteration 45Q: 3 clusters Score -2657238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2657262.500000 Penalty: 4932.227051
	Iteration 46Q: 3 clusters Score -2657262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2657288.750000 Penalty: 4932.227051
	Iteration 47Q: 3 clusters Score -2657289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2657309.250000 Penalty: 4932.227051
	Iteration 48Q: 3 clusters Score -2657309 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2657326.500000 Penalty: 4932.227051
	Iteration 49Q: 3 clusters Score -2657326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2657347.750000 Penalty: 4932.227051
	Iteration 50Q: 3 clusters Score -2657348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2657366.500000 Penalty: 4932.227051
	Iteration 51Q: 3 clusters Score -2657366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2657394.500000 Penalty: 4932.227051
	Iteration 52Q: 3 clusters Score -2657394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2657420.250000 Penalty: 4932.227051
	Iteration 53Q: 3 clusters Score -2657420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2657437.250000 Penalty: 4932.227051
	Iteration 54Q: 3 clusters Score -2657437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2657459.000000 Penalty: 4932.227051
	Iteration 55Q: 3 clusters Score -2657459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2657470.750000 Penalty: 4932.227051
	Iteration 56Q: 3 clusters Score -2657471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2657505.000000 Penalty: 4932.227051
	Iteration 57Q: 3 clusters Score -2657505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2657536.250000 Penalty: 4932.227051
	Iteration 58Q: 3 clusters Score -2657536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2657550.000000 Penalty: 4932.227051
	Iteration 59Q: 3 clusters Score -2657550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2657570.750000 Penalty: 4932.227051
	Iteration 60F: 3 clusters Score -2657571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2657599.250000 Penalty: 4932.227051
	Iteration 61Q: 3 clusters Score -2657599 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2657621.500000 Penalty: 4932.227051
	Iteration 62Q: 3 clusters Score -2657622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2657644.500000 Penalty: 4932.227051
	Iteration 63Q: 3 clusters Score -2657644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2657660.750000 Penalty: 4932.227051
	Iteration 64Q: 3 clusters Score -2657661 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2657673.750000 Penalty: 4932.227051
	Iteration 65Q: 3 clusters Score -2657674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2657697.000000 Penalty: 4932.227051
	Iteration 66Q: 3 clusters Score -2657697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2657705.500000 Penalty: 4932.227051
	Iteration 67Q: 3 clusters Score -2657706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2657731.250000 Penalty: 4932.227051
	Iteration 68Q: 3 clusters Score -2657731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2657737.250000 Penalty: 4932.227051
	Iteration 69Q: 3 clusters Score -2657737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2657750.000000 Penalty: 4932.227051
	Iteration 70Q: 3 clusters Score -2657750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2657764.750000 Penalty: 4932.227051
	Iteration 71Q: 3 clusters Score -2657765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2657769.250000 Penalty: 4932.227051
	Iteration 72Q: 3 clusters Score -2657769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2657773.000000 Penalty: 4932.227051
	Iteration 73Q: 3 clusters Score -2657773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2657788.250000 Penalty: 4932.227051
	Iteration 74Q: 3 clusters Score -2657788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2657803.750000 Penalty: 4932.227051
	Iteration 75Q: 3 clusters Score -2657804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2657806.750000 Penalty: 4932.227051
	Iteration 76Q: 3 clusters Score -2657807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2657818.500000 Penalty: 4932.227051
	Iteration 77Q: 3 clusters Score -2657818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2657817.500000 Penalty: 4932.227051
	Iteration 78Q: 3 clusters Score -2657818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2657822.500000 Penalty: 4932.227051
	Iteration 79Q: 3 clusters Score -2657822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2657824.000000 Penalty: 4932.227051
	Iteration 80F: 3 clusters Score -2657824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2657824.500000 Penalty: 4932.227051
	Iteration 81Q: 3 clusters Score -2657824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2657826.750000 Penalty: 4932.227051
	Iteration 82Q: 3 clusters Score -2657827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2657830.500000 Penalty: 4932.227051
	Iteration 83Q: 3 clusters Score -2657830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2657830.250000 Penalty: 4932.227051
	Iteration 84Q: 3 clusters Score -2657830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2657838.500000 Penalty: 4932.227051
	Iteration 85Q: 3 clusters Score -2657838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2657829.500000 Penalty: 4932.227051
	Iteration 86Q: 3 clusters Score -2657830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2657833.000000 Penalty: 4932.227051
	Iteration 87Q: 3 clusters Score -2657833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2657837.000000 Penalty: 4932.227051
	Iteration 88Q: 3 clusters Score -2657837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2657850.250000 Penalty: 4932.227051
	Iteration 89Q: 3 clusters Score -2657850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2657854.250000 Penalty: 4932.227051
	Iteration 90Q: 3 clusters Score -2657854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2657853.750000 Penalty: 4932.227051
	Iteration 91Q: 3 clusters Score -2657854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2657860.500000 Penalty: 4932.227051
	Iteration 92Q: 3 clusters Score -2657860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2657870.500000 Penalty: 4932.227051
	Iteration 93Q: 3 clusters Score -2657870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2657880.500000 Penalty: 4932.227051
	Iteration 94Q: 3 clusters Score -2657880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2657889.250000 Penalty: 4932.227051
	Iteration 95Q: 3 clusters Score -2657889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2657908.000000 Penalty: 4932.227051
	Iteration 96Q: 3 clusters Score -2657908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2657928.250000 Penalty: 4932.227051
	Iteration 97Q: 3 clusters Score -2657928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2657960.500000 Penalty: 4932.227051
	Iteration 98Q: 3 clusters Score -2657960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2657993.000000 Penalty: 4932.227051
	Iteration 99Q: 3 clusters Score -2657993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2658061.000000 Penalty: 4932.227051
	Iteration 100F: 3 clusters Score -2658061 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2658169.750000 Penalty: 4932.227051
	Iteration 101Q: 3 clusters Score -2658170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2658344.000000 Penalty: 4932.227051
	Iteration 102Q: 3 clusters Score -2658344 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2658585.500000 Penalty: 4932.227051
	Iteration 103Q: 3 clusters Score -2658586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2658823.500000 Penalty: 4932.227051
	Iteration 104Q: 3 clusters Score -2658824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2658965.000000 Penalty: 4932.227051
	Iteration 105Q: 3 clusters Score -2658965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2659013.000000 Penalty: 4932.227051
	Iteration 106Q: 3 clusters Score -2659013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2659027.000000 Penalty: 4932.227051
	Iteration 107Q: 3 clusters Score -2659027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2659033.500000 Penalty: 4932.227051
	Iteration 108Q: 3 clusters Score -2659034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2659030.250000 Penalty: 4932.227051
	Iteration 109Q: 3 clusters Score -2659030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2659031.750000 Penalty: 4932.227051
	Iteration 110Q: 3 clusters Score -2659032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2659034.750000 Penalty: 4932.227051
	Iteration 111Q: 3 clusters Score -2659035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2659037.250000 Penalty: 4932.227051
	Iteration 112Q: 3 clusters Score -2659037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2659036.000000 Penalty: 4932.227051
	Iteration 113Q: 3 clusters Score -2659036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2659036.000000 Penalty: 4932.227051
	Iteration 114F: 3 clusters Score -2659036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 14632 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 18277 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 125078 members 
Mstep: Class 30 contains 49534 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 1203 members 
Mstep: Class 34 contains 2550 members 
Entering Unmasked Estep 
Score: -111203248.000000 Penalty: 115438.812500
Splitting cluster 21 changes total score from -111140808.000000 to -111203248.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 25840 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 75056 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 16 contains 14632 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 95793 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 18277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218024.000000 Penalty: 115438.812500
Iteration 39Q: 35 clusters Score -1.11218e+08 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 75517 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 168774 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 54610 members 
Mstep: Class 15 contains 1715 members 
Mstep: Class 16 contains 14631 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 96161 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 83950 members 
Mstep: Class 21 contains 18325 members 
Mstep: Class 22 contains 30011 members 
Mstep: Class 23 contains 13439 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 7952 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 22743 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 123542 members 
Mstep: Class 30 contains 48359 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230296.000000 Penalty: 115438.812500
Iteration 40F: 35 clusters Score -1.112303e+08 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4576 members 
Mstep: Class 3 contains 17470 members 
Mstep: Class 4 contains 25199 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 74597 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 166530 members 
Mstep: Class 12 contains 12969 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 53806 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 14635 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 95916 members 
Mstep: Class 19 contains 10193 members 
Mstep: Class 20 contains 83697 members 
Mstep: Class 21 contains 18239 members 
Mstep: Class 22 contains 31228 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 9344 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 1374 members 
Mstep: Class 27 contains 23265 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 123506 members 
Mstep: Class 30 contains 47969 members 
Mstep: Class 31 contains 4957 members 
Mstep: Class 32 contains 3863 members 
Mstep: Class 33 contains 1058 members 
Mstep: Class 34 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235824.000000 Penalty: 115438.812500
Iteration 41Q: 35 clusters Score -1.112358e+08 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24733 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 73818 members 
Mstep: Class 10 contains 5641 members 
Mstep: Class 11 contains 165279 members 
Mstep: Class 12 contains 12905 members 
Mstep: Class 13 contains 6951 members 
Mstep: Class 14 contains 53289 members 
Mstep: Class 15 contains 1674 members 
Mstep: Class 16 contains 14647 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 95570 members 
Mstep: Class 19 contains 10664 members 
Mstep: Class 20 contains 83474 members 
Mstep: Class 21 contains 18167 members 
Mstep: Class 22 contains 32277 members 
Mstep: Class 23 contains 13516 members 
Mstep: Class 24 contains 10339 members 
Mstep: Class 25 contains 8022 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 23541 members 
Mstep: Class 28 contains 1265 members 
Mstep: Class 29 contains 123399 members 
Mstep: Class 30 contains 47615 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238064.000000 Penalty: 115438.812500
Iteration 42Q: 35 clusters Score -1.112381e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 18249 members 
Mstep: Class 4 contains 24368 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 549 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 73253 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 164475 members 
Mstep: Class 12 contains 12918 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 52989 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 95198 members 
Mstep: Class 19 contains 10943 members 
Mstep: Class 20 contains 83331 members 
Mstep: Class 21 contains 18093 members 
Mstep: Class 22 contains 33220 members 
Mstep: Class 23 contains 13574 members 
Mstep: Class 24 contains 11050 members 
Mstep: Class 25 contains 8045 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 23745 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 123276 members 
Mstep: Class 30 contains 47302 members 
Mstep: Class 31 contains 4894 members 
Mstep: Class 32 contains 4392 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239560.000000 Penalty: 115438.812500
Iteration 43Q: 35 clusters Score -1.112396e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 18437 members 
Mstep: Class 4 contains 24003 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 549 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 72804 members 
Mstep: Class 10 contains 5738 members 
Mstep: Class 11 contains 163940 members 
Mstep: Class 12 contains 13015 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 52781 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 11117 members 
Mstep: Class 20 contains 83199 members 
Mstep: Class 21 contains 18060 members 
Mstep: Class 22 contains 34022 members 
Mstep: Class 23 contains 13621 members 
Mstep: Class 24 contains 11622 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 23884 members 
Mstep: Class 28 contains 1503 members 
Mstep: Class 29 contains 123158 members 
Mstep: Class 30 contains 47049 members 
Mstep: Class 31 contains 4881 members 
Mstep: Class 32 contains 4492 members 
Mstep: Class 33 contains 1031 members 
Mstep: Class 34 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240904.000000 Penalty: 115438.812500
Iteration 44Q: 35 clusters Score -1.112409e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 18538 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 2112 members 
Mstep: Class 6 contains 548 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 72396 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 163591 members 
Mstep: Class 12 contains 13116 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 52666 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 94381 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 18046 members 
Mstep: Class 22 contains 34770 members 
Mstep: Class 23 contains 13646 members 
Mstep: Class 24 contains 12088 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 23970 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 123004 members 
Mstep: Class 30 contains 46895 members 
Mstep: Class 31 contains 4880 members 
Mstep: Class 32 contains 4586 members 
Mstep: Class 33 contains 1031 members 
Mstep: Class 34 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240920.000000 Penalty: 115438.812500
Iteration 45Q: 35 clusters Score -1.112409e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 18586 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 548 members 
Mstep: Class 7 contains 1643 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 72083 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 163352 members 
Mstep: Class 12 contains 13198 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 52580 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 14665 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 93978 members 
Mstep: Class 19 contains 11305 members 
Mstep: Class 20 contains 83086 members 
Mstep: Class 21 contains 18028 members 
Mstep: Class 22 contains 35425 members 
Mstep: Class 23 contains 13684 members 
Mstep: Class 24 contains 12450 members 
Mstep: Class 25 contains 8087 members 
Mstep: Class 26 contains 1343 members 
Mstep: Class 27 contains 24025 members 
Mstep: Class 28 contains 1692 members 
Mstep: Class 29 contains 122862 members 
Mstep: Class 30 contains 46783 members 
Mstep: Class 31 contains 4874 members 
Mstep: Class 32 contains 4644 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241752.000000 Penalty: 115438.812500
Iteration 46Q: 35 clusters Score -1.112418e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 18598 members 
Mstep: Class 4 contains 23076 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 71808 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 163211 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 6954 members 
Mstep: Class 14 contains 52521 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 14669 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 93551 members 
Mstep: Class 19 contains 11356 members 
Mstep: Class 20 contains 83031 members 
Mstep: Class 21 contains 18019 members 
Mstep: Class 22 contains 36083 members 
Mstep: Class 23 contains 13706 members 
Mstep: Class 24 contains 12777 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 1343 members 
Mstep: Class 27 contains 24080 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 122707 members 
Mstep: Class 30 contains 46671 members 
Mstep: Class 31 contains 4867 members 
Mstep: Class 32 contains 4683 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242256.000000 Penalty: 115438.812500
Iteration 47Q: 35 clusters Score -1.112423e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 18608 members 
Mstep: Class 4 contains 22781 members 
Mstep: Class 5 contains 2091 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 71576 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 163094 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 14 contains 52484 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 7590 members 
Mstep: Class 18 contains 93183 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 83003 members 
Mstep: Class 21 contains 18004 members 
Mstep: Class 22 contains 36719 members 
Mstep: Class 23 contains 13730 members 
Mstep: Class 24 contains 13078 members 
Mstep: Class 25 contains 8103 members 
Mstep: Class 26 contains 1343 members 
Mstep: Class 27 contains 24130 members 
Mstep: Class 28 contains 1860 members 
Mstep: Class 29 contains 122561 members 
Mstep: Class 30 contains 46564 members 
Mstep: Class 31 contains 4858 members 
Mstep: Class 32 contains 4692 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242800.000000 Penalty: 115438.812500
Iteration 48Q: 35 clusters Score -1.112428e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 22488 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 545 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 71368 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 162992 members 
Mstep: Class 12 contains 13451 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 52457 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 92874 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 82985 members 
Mstep: Class 21 contains 17986 members 
Mstep: Class 22 contains 37337 members 
Mstep: Class 23 contains 13745 members 
Mstep: Class 24 contains 13357 members 
Mstep: Class 25 contains 8115 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 24163 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 122406 members 
Mstep: Class 30 contains 46467 members 
Mstep: Class 31 contains 4852 members 
Mstep: Class 32 contains 4702 members 
Mstep: Class 33 contains 1031 members 
Mstep: Class 34 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243176.000000 Penalty: 115438.812500
Iteration 49Q: 35 clusters Score -1.112432e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 18640 members 
Mstep: Class 4 contains 22214 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 71189 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 162912 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 52449 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 14689 members 
Mstep: Class 17 contains 7619 members 
Mstep: Class 18 contains 92623 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 82983 members 
Mstep: Class 21 contains 17976 members 
Mstep: Class 22 contains 37918 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 24195 members 
Mstep: Class 28 contains 1965 members 
Mstep: Class 29 contains 122259 members 
Mstep: Class 30 contains 46378 members 
Mstep: Class 31 contains 4849 members 
Mstep: Class 32 contains 4707 members 
Mstep: Class 33 contains 1033 members 
Mstep: Class 34 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243416.000000 Penalty: 115438.812500
Iteration 50Q: 35 clusters Score -1.112434e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 18658 members 
Mstep: Class 4 contains 21972 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 71030 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 162846 members 
Mstep: Class 12 contains 13541 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 52432 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 14691 members 
Mstep: Class 17 contains 7622 members 
Mstep: Class 18 contains 92416 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 82967 members 
Mstep: Class 21 contains 17964 members 
Mstep: Class 22 contains 38457 members 
Mstep: Class 23 contains 13744 members 
Mstep: Class 24 contains 13769 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 24218 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 122122 members 
Mstep: Class 30 contains 46314 members 
Mstep: Class 31 contains 4847 members 
Mstep: Class 32 contains 4720 members 
Mstep: Class 33 contains 1034 members 
Mstep: Class 34 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243576.000000 Penalty: 115438.812500
Iteration 51Q: 35 clusters Score -1.112436e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 18674 members 
Mstep: Class 4 contains 21746 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 70880 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 162800 members 
Mstep: Class 12 contains 13579 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 52422 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 14695 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 92255 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82980 members 
Mstep: Class 21 contains 17955 members 
Mstep: Class 22 contains 38909 members 
Mstep: Class 23 contains 13738 members 
Mstep: Class 24 contains 13919 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 24238 members 
Mstep: Class 28 contains 2056 members 
Mstep: Class 29 contains 122008 members 
Mstep: Class 30 contains 46251 members 
Mstep: Class 31 contains 4845 members 
Mstep: Class 32 contains 4742 members 
Mstep: Class 33 contains 1033 members 
Mstep: Class 34 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243592.000000 Penalty: 115438.812500
Iteration 52Q: 35 clusters Score -1.112436e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 18677 members 
Mstep: Class 4 contains 21498 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 70760 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 162753 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 6945 members 
Mstep: Class 14 contains 52418 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 14698 members 
Mstep: Class 17 contains 7604 members 
Mstep: Class 18 contains 92127 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 83002 members 
Mstep: Class 21 contains 17960 members 
Mstep: Class 22 contains 39285 members 
Mstep: Class 23 contains 13732 members 
Mstep: Class 24 contains 14062 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24256 members 
Mstep: Class 28 contains 2108 members 
Mstep: Class 29 contains 121879 members 
Mstep: Class 30 contains 46202 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 4770 members 
Mstep: Class 33 contains 1032 members 
Mstep: Class 34 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243976.000000 Penalty: 115438.812500
Iteration 53Q: 35 clusters Score -1.11244e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 18678 members 
Mstep: Class 4 contains 21285 members 
Mstep: Class 5 contains 2072 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 70628 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 162728 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 6935 members 
Mstep: Class 14 contains 52413 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 91985 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 83019 members 
Mstep: Class 21 contains 17947 members 
Mstep: Class 22 contains 39661 members 
Mstep: Class 23 contains 13734 members 
Mstep: Class 24 contains 14218 members 
Mstep: Class 25 contains 8145 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24274 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 121758 members 
Mstep: Class 30 contains 46150 members 
Mstep: Class 31 contains 4839 members 
Mstep: Class 32 contains 4790 members 
Mstep: Class 33 contains 1032 members 
Mstep: Class 34 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244096.000000 Penalty: 115438.812500
Iteration 54Q: 35 clusters Score -1.112441e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 18673 members 
Mstep: Class 4 contains 21093 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 70512 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 162693 members 
Mstep: Class 12 contains 13716 members 
Mstep: Class 13 contains 6932 members 
Mstep: Class 14 contains 52404 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 14706 members 
Mstep: Class 17 contains 7571 members 
Mstep: Class 18 contains 91867 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 83017 members 
Mstep: Class 21 contains 17938 members 
Mstep: Class 22 contains 40012 members 
Mstep: Class 23 contains 13733 members 
Mstep: Class 24 contains 14353 members 
Mstep: Class 25 contains 8146 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24294 members 
Mstep: Class 28 contains 2170 members 
Mstep: Class 29 contains 121668 members 
Mstep: Class 30 contains 46101 members 
Mstep: Class 31 contains 4835 members 
Mstep: Class 32 contains 4803 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244088.000000 Penalty: 115438.812500
Iteration 55Q: 35 clusters Score -1.112441e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 18678 members 
Mstep: Class 4 contains 20917 members 
Mstep: Class 5 contains 2066 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 70399 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 162660 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 6920 members 
Mstep: Class 14 contains 52398 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 14705 members 
Mstep: Class 17 contains 7568 members 
Mstep: Class 18 contains 91786 members 
Mstep: Class 19 contains 11426 members 
Mstep: Class 20 contains 83013 members 
Mstep: Class 21 contains 17926 members 
Mstep: Class 22 contains 40307 members 
Mstep: Class 23 contains 13728 members 
Mstep: Class 24 contains 14481 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 121581 members 
Mstep: Class 30 contains 46065 members 
Mstep: Class 31 contains 4835 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244224.000000 Penalty: 115438.812500
Iteration 56Q: 35 clusters Score -1.112442e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 18684 members 
Mstep: Class 4 contains 20720 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 70288 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 162629 members 
Mstep: Class 12 contains 13789 members 
Mstep: Class 13 contains 6914 members 
Mstep: Class 14 contains 52399 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 14707 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 91721 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 83017 members 
Mstep: Class 21 contains 17920 members 
Mstep: Class 22 contains 40574 members 
Mstep: Class 23 contains 13723 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24317 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 121507 members 
Mstep: Class 30 contains 46027 members 
Mstep: Class 31 contains 4837 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244528.000000 Penalty: 115438.812500
Iteration 57Q: 35 clusters Score -1.112445e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 18692 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 70178 members 
Mstep: Class 10 contains 6221 members 
Mstep: Class 11 contains 162581 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 6912 members 
Mstep: Class 14 contains 52397 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 14708 members 
Mstep: Class 17 contains 7557 members 
Mstep: Class 18 contains 91665 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 83008 members 
Mstep: Class 21 contains 17916 members 
Mstep: Class 22 contains 40841 members 
Mstep: Class 23 contains 13721 members 
Mstep: Class 24 contains 14770 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24317 members 
Mstep: Class 28 contains 2246 members 
Mstep: Class 29 contains 121414 members 
Mstep: Class 30 contains 46000 members 
Mstep: Class 31 contains 4838 members 
Mstep: Class 32 contains 4855 members 
Mstep: Class 33 contains 1029 members 
Mstep: Class 34 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245008.000000 Penalty: 115438.812500
Iteration 58Q: 35 clusters Score -1.11245e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 18703 members 
Mstep: Class 4 contains 20388 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 70089 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 162532 members 
Mstep: Class 12 contains 13849 members 
Mstep: Class 13 contains 6907 members 
Mstep: Class 14 contains 52395 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 14710 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 91597 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 83001 members 
Mstep: Class 21 contains 17913 members 
Mstep: Class 22 contains 41115 members 
Mstep: Class 23 contains 13718 members 
Mstep: Class 24 contains 14899 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24319 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 121336 members 
Mstep: Class 30 contains 45972 members 
Mstep: Class 31 contains 4838 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 2806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245464.000000 Penalty: 115438.812500
Iteration 59Q: 35 clusters Score -1.112455e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 18700 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 69984 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 162493 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 6899 members 
Mstep: Class 14 contains 52391 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 91557 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82985 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 41380 members 
Mstep: Class 23 contains 13716 members 
Mstep: Class 24 contains 15029 members 
Mstep: Class 25 contains 8171 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 24317 members 
Mstep: Class 28 contains 2277 members 
Mstep: Class 29 contains 121261 members 
Mstep: Class 30 contains 45939 members 
Mstep: Class 31 contains 4840 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246392.000000 Penalty: 115438.812500
Iteration 60F: 35 clusters Score -1.112464e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 18698 members 
Mstep: Class 4 contains 20097 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 69873 members 
Mstep: Class 10 contains 6262 members 
Mstep: Class 11 contains 162469 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 6893 members 
Mstep: Class 14 contains 52391 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 91444 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82982 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 41546 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 15138 members 
Mstep: Class 25 contains 8180 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24322 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 121172 members 
Mstep: Class 30 contains 45901 members 
Mstep: Class 31 contains 4840 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246776.000000 Penalty: 115438.812500
Iteration 61Q: 35 clusters Score -1.112468e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 18704 members 
Mstep: Class 4 contains 19949 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 69791 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 162434 members 
Mstep: Class 12 contains 14135 members 
Mstep: Class 13 contains 6891 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 7551 members 
Mstep: Class 18 contains 91322 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 82961 members 
Mstep: Class 21 contains 17902 members 
Mstep: Class 22 contains 41711 members 
Mstep: Class 23 contains 13709 members 
Mstep: Class 24 contains 15239 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24330 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 121084 members 
Mstep: Class 30 contains 45894 members 
Mstep: Class 31 contains 4841 members 
Mstep: Class 32 contains 4907 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247072.000000 Penalty: 115438.812500
Iteration 62Q: 35 clusters Score -1.112471e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 18714 members 
Mstep: Class 4 contains 19803 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 69695 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 162430 members 
Mstep: Class 12 contains 14227 members 
Mstep: Class 13 contains 6893 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 14710 members 
Mstep: Class 17 contains 7546 members 
Mstep: Class 18 contains 91198 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82932 members 
Mstep: Class 21 contains 17896 members 
Mstep: Class 22 contains 41865 members 
Mstep: Class 23 contains 13705 members 
Mstep: Class 24 contains 15343 members 
Mstep: Class 25 contains 8192 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24332 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 121005 members 
Mstep: Class 30 contains 45887 members 
Mstep: Class 31 contains 4841 members 
Mstep: Class 32 contains 4911 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247384.000000 Penalty: 115438.812500
Iteration 63Q: 35 clusters Score -1.112474e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 19661 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 69588 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 162413 members 
Mstep: Class 12 contains 14293 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 52391 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 7545 members 
Mstep: Class 18 contains 91114 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 82923 members 
Mstep: Class 21 contains 17893 members 
Mstep: Class 22 contains 41974 members 
Mstep: Class 23 contains 13697 members 
Mstep: Class 24 contains 15450 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24331 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 120932 members 
Mstep: Class 30 contains 45899 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 4913 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247224.000000 Penalty: 115438.812500
Iteration 64Q: 35 clusters Score -1.112472e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 19520 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 69475 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 11 contains 162404 members 
Mstep: Class 12 contains 14323 members 
Mstep: Class 13 contains 6899 members 
Mstep: Class 14 contains 52394 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 91067 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 82917 members 
Mstep: Class 21 contains 17883 members 
Mstep: Class 22 contains 42090 members 
Mstep: Class 23 contains 13688 members 
Mstep: Class 24 contains 15569 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24332 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 120858 members 
Mstep: Class 30 contains 45922 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 4926 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247232.000000 Penalty: 115438.812500
Iteration 65Q: 35 clusters Score -1.112472e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 18726 members 
Mstep: Class 4 contains 19374 members 
Mstep: Class 5 contains 2035 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 69370 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 162384 members 
Mstep: Class 12 contains 14351 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 7521 members 
Mstep: Class 18 contains 91019 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 82903 members 
Mstep: Class 21 contains 17869 members 
Mstep: Class 22 contains 42223 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 15696 members 
Mstep: Class 25 contains 8218 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24343 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 120797 members 
Mstep: Class 30 contains 45947 members 
Mstep: Class 31 contains 4845 members 
Mstep: Class 32 contains 4950 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247352.000000 Penalty: 115438.812500
Iteration 66Q: 35 clusters Score -1.112474e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 19260 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 69270 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 11 contains 162363 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 6893 members 
Mstep: Class 14 contains 52391 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 90986 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 82885 members 
Mstep: Class 21 contains 17863 members 
Mstep: Class 22 contains 42334 members 
Mstep: Class 23 contains 13677 members 
Mstep: Class 24 contains 15815 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24352 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 120745 members 
Mstep: Class 30 contains 45964 members 
Mstep: Class 31 contains 4847 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247208.000000 Penalty: 115438.812500
Iteration 67Q: 35 clusters Score -1.112472e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 19177 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 69167 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 162351 members 
Mstep: Class 12 contains 14390 members 
Mstep: Class 13 contains 6891 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 90970 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 82872 members 
Mstep: Class 21 contains 17853 members 
Mstep: Class 22 contains 42443 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 15912 members 
Mstep: Class 25 contains 8239 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24355 members 
Mstep: Class 28 contains 2437 members 
Mstep: Class 29 contains 120674 members 
Mstep: Class 30 contains 45978 members 
Mstep: Class 31 contains 4846 members 
Mstep: Class 32 contains 4972 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247392.000000 Penalty: 115438.812500
Iteration 68Q: 35 clusters Score -1.112474e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 69075 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 162342 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 6883 members 
Mstep: Class 14 contains 52393 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 7498 members 
Mstep: Class 18 contains 90958 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 82875 members 
Mstep: Class 21 contains 17840 members 
Mstep: Class 22 contains 42541 members 
Mstep: Class 23 contains 13671 members 
Mstep: Class 24 contains 15996 members 
Mstep: Class 25 contains 8246 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24354 members 
Mstep: Class 28 contains 2442 members 
Mstep: Class 29 contains 120621 members 
Mstep: Class 30 contains 45994 members 
Mstep: Class 31 contains 4846 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247360.000000 Penalty: 115438.812500
Iteration 69Q: 35 clusters Score -1.112474e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 18992 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 68991 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 162350 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 90939 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 82879 members 
Mstep: Class 21 contains 17829 members 
Mstep: Class 22 contains 42635 members 
Mstep: Class 23 contains 13667 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24353 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 120571 members 
Mstep: Class 30 contains 46015 members 
Mstep: Class 31 contains 4847 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247480.000000 Penalty: 115438.812500
Iteration 70Q: 35 clusters Score -1.112475e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 18726 members 
Mstep: Class 4 contains 18910 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 68921 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 162346 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 14714 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 90920 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 82872 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 22 contains 42720 members 
Mstep: Class 23 contains 13666 members 
Mstep: Class 24 contains 16119 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24352 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 120534 members 
Mstep: Class 30 contains 46027 members 
Mstep: Class 31 contains 4847 members 
Mstep: Class 32 contains 5023 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247656.000000 Penalty: 115438.812500
Iteration 71Q: 35 clusters Score -1.112477e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 18723 members 
Mstep: Class 4 contains 18846 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 68847 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 162338 members 
Mstep: Class 12 contains 14454 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 7483 members 
Mstep: Class 18 contains 90911 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 82858 members 
Mstep: Class 21 contains 17824 members 
Mstep: Class 22 contains 42798 members 
Mstep: Class 23 contains 13664 members 
Mstep: Class 24 contains 16179 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24356 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 120498 members 
Mstep: Class 30 contains 46044 members 
Mstep: Class 31 contains 4849 members 
Mstep: Class 32 contains 5031 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247744.000000 Penalty: 115438.812500
Iteration 72Q: 35 clusters Score -1.112477e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 18795 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 68766 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 162332 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 7481 members 
Mstep: Class 18 contains 90899 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 82843 members 
Mstep: Class 21 contains 17817 members 
Mstep: Class 22 contains 42884 members 
Mstep: Class 23 contains 13661 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24358 members 
Mstep: Class 28 contains 2456 members 
Mstep: Class 29 contains 120469 members 
Mstep: Class 30 contains 46056 members 
Mstep: Class 31 contains 4848 members 
Mstep: Class 32 contains 5038 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247864.000000 Penalty: 115438.812500
Iteration 73Q: 35 clusters Score -1.112479e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 18738 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 68697 members 
Mstep: Class 10 contains 6531 members 
Mstep: Class 11 contains 162327 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 52389 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 7481 members 
Mstep: Class 18 contains 90896 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82828 members 
Mstep: Class 21 contains 17811 members 
Mstep: Class 22 contains 42944 members 
Mstep: Class 23 contains 13660 members 
Mstep: Class 24 contains 16312 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24363 members 
Mstep: Class 28 contains 2461 members 
Mstep: Class 29 contains 120432 members 
Mstep: Class 30 contains 46069 members 
Mstep: Class 31 contains 4848 members 
Mstep: Class 32 contains 5049 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247800.000000 Penalty: 115438.812500
Iteration 74Q: 35 clusters Score -1.112478e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 18720 members 
Mstep: Class 4 contains 18680 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 68641 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 162323 members 
Mstep: Class 12 contains 14479 members 
Mstep: Class 13 contains 6847 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 7478 members 
Mstep: Class 18 contains 90896 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82816 members 
Mstep: Class 21 contains 17795 members 
Mstep: Class 22 contains 43004 members 
Mstep: Class 23 contains 13659 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1334 members 
Mstep: Class 27 contains 24365 members 
Mstep: Class 28 contains 2462 members 
Mstep: Class 29 contains 120403 members 
Mstep: Class 30 contains 46082 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247656.000000 Penalty: 115438.812500
Iteration 75Q: 35 clusters Score -1.112477e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 68581 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 7477 members 
Mstep: Class 18 contains 90888 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 82813 members 
Mstep: Class 21 contains 17780 members 
Mstep: Class 22 contains 43068 members 
Mstep: Class 23 contains 13659 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24367 members 
Mstep: Class 28 contains 2465 members 
Mstep: Class 29 contains 120367 members 
Mstep: Class 30 contains 46093 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5062 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247800.000000 Penalty: 115438.812500
Iteration 76Q: 35 clusters Score -1.112478e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 68541 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 162323 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 7472 members 
Mstep: Class 18 contains 90889 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 82799 members 
Mstep: Class 21 contains 17765 members 
Mstep: Class 22 contains 43117 members 
Mstep: Class 23 contains 13658 members 
Mstep: Class 24 contains 16468 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24369 members 
Mstep: Class 28 contains 2468 members 
Mstep: Class 29 contains 120338 members 
Mstep: Class 30 contains 46108 members 
Mstep: Class 31 contains 4851 members 
Mstep: Class 32 contains 5064 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247960.000000 Penalty: 115438.812500
Iteration 77Q: 35 clusters Score -1.11248e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 18500 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68504 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 162327 members 
Mstep: Class 12 contains 14497 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 90884 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 82803 members 
Mstep: Class 21 contains 17751 members 
Mstep: Class 22 contains 43179 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 16502 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24371 members 
Mstep: Class 28 contains 2469 members 
Mstep: Class 29 contains 120330 members 
Mstep: Class 30 contains 46117 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247752.000000 Penalty: 115438.812500
Iteration 78Q: 35 clusters Score -1.112478e+08 nChanged 297
Entering ConstructFrom: 
Score: -111247752.000000 Penalty: 115438.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -856799.250000 Penalty: 2190.228271
	Iteration 0F: 2 clusters Score -856799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -851171.687500 Penalty: 4380.456543
	Iteration 0F: 3 clusters Score -851171.7 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -852894.500000 Penalty: 4380.456543
	Iteration 1F: 3 clusters Score -852894.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -853408.312500 Penalty: 4380.456543
	Iteration 2F: 3 clusters Score -853408.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -853993.000000 Penalty: 4380.456543
	Iteration 3F: 3 clusters Score -853993 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -854545.125000 Penalty: 4380.456543
	Iteration 4F: 3 clusters Score -854545.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -855056.375000 Penalty: 4380.456543
	Iteration 5F: 3 clusters Score -855056.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -855464.187500 Penalty: 4380.456543
	Iteration 6F: 3 clusters Score -855464.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -855833.812500 Penalty: 4380.456543
	Iteration 7F: 3 clusters Score -855833.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -856196.000000 Penalty: 4380.456543
	Iteration 8Q: 3 clusters Score -856196 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -856573.937500 Penalty: 4380.456543
	Iteration 9Q: 3 clusters Score -856573.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -856856.625000 Penalty: 4380.456543
	Iteration 10Q: 3 clusters Score -856856.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -857027.000000 Penalty: 4380.456543
	Iteration 11Q: 3 clusters Score -857027 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -857135.875000 Penalty: 4380.456543
	Iteration 12Q: 3 clusters Score -857135.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -857187.687500 Penalty: 4380.456543
	Iteration 13Q: 3 clusters Score -857187.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -857210.062500 Penalty: 4380.456543
	Iteration 14Q: 3 clusters Score -857210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -857225.562500 Penalty: 4380.456543
	Iteration 15Q: 3 clusters Score -857225.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -857233.687500 Penalty: 4380.456543
	Iteration 16Q: 3 clusters Score -857233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -857238.750000 Penalty: 4380.456543
	Iteration 17Q: 3 clusters Score -857238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -857240.687500 Penalty: 4380.456543
	Iteration 18Q: 3 clusters Score -857240.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -857246.187500 Penalty: 4380.456543
	Iteration 19Q: 3 clusters Score -857246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -857247.375000 Penalty: 4380.456543
	Iteration 20F: 3 clusters Score -857247.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -857256.000000 Penalty: 4380.456543
	Iteration 21Q: 3 clusters Score -857256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -857255.500000 Penalty: 4380.456543
	Iteration 22Q: 3 clusters Score -857255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -857258.812500 Penalty: 4380.456543
	Iteration 23Q: 3 clusters Score -857258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -857260.062500 Penalty: 4380.456543
	Iteration 24Q: 3 clusters Score -857260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -857262.937500 Penalty: 4380.456543
	Iteration 25Q: 3 clusters Score -857262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -857264.312500 Penalty: 4380.456543
	Iteration 26Q: 3 clusters Score -857264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -857264.125000 Penalty: 4380.456543
	Iteration 27Q: 3 clusters Score -857264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -857265.812500 Penalty: 4380.456543
	Iteration 28Q: 3 clusters Score -857265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -857267.312500 Penalty: 4380.456543
	Iteration 29Q: 3 clusters Score -857267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -857268.000000 Penalty: 4380.456543
	Iteration 30Q: 3 clusters Score -857268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -857267.875000 Penalty: 4380.456543
	Iteration 31Q: 3 clusters Score -857267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -857266.562500 Penalty: 4380.456543
	Iteration 32Q: 3 clusters Score -857266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -857267.125000 Penalty: 4380.456543
	Iteration 33Q: 3 clusters Score -857267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -857267.125000 Penalty: 4380.456543
	Iteration 34F: 3 clusters Score -857267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 18723 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 4644 members 
Entering Unmasked Estep 
Score: -111247216.000000 Penalty: 118834.070312
Splitting cluster 1 changes total score from -111247752.000000 to -111247216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -681372.250000 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -681372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -676622.125000 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -676622.1 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -677849.562500 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -677849.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -678112.187500 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -678112.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -678308.250000 Penalty: 4259.937012
	Iteration 3F: 3 clusters Score -678308.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -678469.437500 Penalty: 4259.937012
	Iteration 4Q: 3 clusters Score -678469.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -678610.437500 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -678610.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -678740.000000 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -678740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -678825.562500 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -678825.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -678901.125000 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -678901.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -678980.125000 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -678980.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -679095.687500 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -679095.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -679225.750000 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -679225.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -679356.000000 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -679356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -679510.187500 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -679510.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -679668.875000 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -679668.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -679863.125000 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -679863.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -680087.750000 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -680087.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -680341.250000 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -680341.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -680506.500000 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -680506.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -680575.000000 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -680575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -680609.625000 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -680609.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -680628.000000 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -680628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -680636.250000 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -680636.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -680640.687500 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -680640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -680643.562500 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -680643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -680646.250000 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -680646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -680647.625000 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -680647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -680647.937500 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -680647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -680646.687500 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -680646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -680647.937500 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -680647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -680649.125000 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -680649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -680651.375000 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -680651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -680652.125000 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -680652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680654.250000 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -680654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -680654.812500 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -680654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -680655.812500 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -680655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -680654.375000 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -680654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -680656.750000 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -680656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -680656.750000 Penalty: 4259.937012
	Iteration 38F: 3 clusters Score -680656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Entering Unmasked Estep 
Score: -2441797.500000 Penalty: 2439.702148
	Iteration 0F: 2 clusters Score -2441798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2428456.000000 Penalty: 4879.404297
	Iteration 0F: 3 clusters Score -2428456 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2433055.250000 Penalty: 4879.404297
	Iteration 1F: 3 clusters Score -2433055 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2433814.500000 Penalty: 4879.404297
	Iteration 2F: 3 clusters Score -2433814 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2434808.250000 Penalty: 4879.404297
	Iteration 3F: 3 clusters Score -2434808 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2435938.000000 Penalty: 4879.404297
	Iteration 4F: 3 clusters Score -2435938 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2437146.500000 Penalty: 4879.404297
	Iteration 5F: 3 clusters Score -2437146 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2438291.000000 Penalty: 4879.404297
	Iteration 6F: 3 clusters Score -2438291 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2439425.000000 Penalty: 4879.404297
	Iteration 7F: 3 clusters Score -2439425 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2440622.500000 Penalty: 4879.404297
	Iteration 8Q: 3 clusters Score -2440622 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2441662.000000 Penalty: 4879.404297
	Iteration 9Q: 3 clusters Score -2441662 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2442082.250000 Penalty: 4879.404297
	Iteration 10Q: 3 clusters Score -2442082 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2442258.750000 Penalty: 4879.404297
	Iteration 11Q: 3 clusters Score -2442259 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2442367.500000 Penalty: 4879.404297
	Iteration 12Q: 3 clusters Score -2442368 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2442443.250000 Penalty: 4879.404297
	Iteration 13Q: 3 clusters Score -2442443 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2442485.250000 Penalty: 4879.404297
	Iteration 14Q: 3 clusters Score -2442485 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2442528.750000 Penalty: 4879.404297
	Iteration 15Q: 3 clusters Score -2442529 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2442558.750000 Penalty: 4879.404297
	Iteration 16Q: 3 clusters Score -2442559 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2442588.750000 Penalty: 4879.404297
	Iteration 17Q: 3 clusters Score -2442589 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2442619.500000 Penalty: 4879.404297
	Iteration 18Q: 3 clusters Score -2442620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2442634.250000 Penalty: 4879.404297
	Iteration 19Q: 3 clusters Score -2442634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2442651.000000 Penalty: 4879.404297
	Iteration 20F: 3 clusters Score -2442651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2442660.250000 Penalty: 4879.404297
	Iteration 21Q: 3 clusters Score -2442660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2442672.750000 Penalty: 4879.404297
	Iteration 22Q: 3 clusters Score -2442673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2442683.000000 Penalty: 4879.404297
	Iteration 23Q: 3 clusters Score -2442683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2442692.750000 Penalty: 4879.404297
	Iteration 24Q: 3 clusters Score -2442693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2442708.000000 Penalty: 4879.404297
	Iteration 25Q: 3 clusters Score -2442708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2442724.500000 Penalty: 4879.404297
	Iteration 26Q: 3 clusters Score -2442724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2442733.500000 Penalty: 4879.404297
	Iteration 27Q: 3 clusters Score -2442734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2442745.500000 Penalty: 4879.404297
	Iteration 28Q: 3 clusters Score -2442746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2442754.250000 Penalty: 4879.404297
	Iteration 29Q: 3 clusters Score -2442754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2442756.250000 Penalty: 4879.404297
	Iteration 30Q: 3 clusters Score -2442756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2442772.500000 Penalty: 4879.404297
	Iteration 31Q: 3 clusters Score -2442772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2442784.500000 Penalty: 4879.404297
	Iteration 32Q: 3 clusters Score -2442784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2442790.750000 Penalty: 4879.404297
	Iteration 33Q: 3 clusters Score -2442791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2442807.500000 Penalty: 4879.404297
	Iteration 34Q: 3 clusters Score -2442808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2442814.250000 Penalty: 4879.404297
	Iteration 35Q: 3 clusters Score -2442814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2442823.250000 Penalty: 4879.404297
	Iteration 36Q: 3 clusters Score -2442823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2442820.750000 Penalty: 4879.404297
	Iteration 37Q: 3 clusters Score -2442821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2442830.250000 Penalty: 4879.404297
	Iteration 38Q: 3 clusters Score -2442830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2442846.000000 Penalty: 4879.404297
	Iteration 39Q: 3 clusters Score -2442846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2442872.750000 Penalty: 4879.404297
	Iteration 40F: 3 clusters Score -2442873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2442882.000000 Penalty: 4879.404297
	Iteration 41Q: 3 clusters Score -2442882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2442890.250000 Penalty: 4879.404297
	Iteration 42Q: 3 clusters Score -2442890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2442911.250000 Penalty: 4879.404297
	Iteration 43Q: 3 clusters Score -2442911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2442923.250000 Penalty: 4879.404297
	Iteration 44Q: 3 clusters Score -2442923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2442942.250000 Penalty: 4879.404297
	Iteration 45Q: 3 clusters Score -2442942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2442944.000000 Penalty: 4879.404297
	Iteration 46Q: 3 clusters Score -2442944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2442949.000000 Penalty: 4879.404297
	Iteration 47Q: 3 clusters Score -2442949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2442948.500000 Penalty: 4879.404297
	Iteration 48Q: 3 clusters Score -2442948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2442958.250000 Penalty: 4879.404297
	Iteration 49Q: 3 clusters Score -2442958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2442958.250000 Penalty: 4879.404297
	Iteration 50Q: 3 clusters Score -2442958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2442956.750000 Penalty: 4879.404297
	Iteration 51Q: 3 clusters Score -2442957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2442960.000000 Penalty: 4879.404297
	Iteration 52Q: 3 clusters Score -2442960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2442963.500000 Penalty: 4879.404297
	Iteration 53Q: 3 clusters Score -2442964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2442957.750000 Penalty: 4879.404297
	Iteration 54Q: 3 clusters Score -2442958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2442957.750000 Penalty: 4879.404297
	Iteration 55Q: 3 clusters Score -2442958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2442954.750000 Penalty: 4879.404297
	Iteration 56Q: 3 clusters Score -2442955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2442954.750000 Penalty: 4879.404297
	Iteration 57Q: 3 clusters Score -2442955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2442960.500000 Penalty: 4879.404297
	Iteration 58Q: 3 clusters Score -2442960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2442964.500000 Penalty: 4879.404297
	Iteration 59Q: 3 clusters Score -2442964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2442962.500000 Penalty: 4879.404297
	Iteration 60F: 3 clusters Score -2442962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2442960.750000 Penalty: 4879.404297
	Iteration 61Q: 3 clusters Score -2442961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2442963.000000 Penalty: 4879.404297
	Iteration 62Q: 3 clusters Score -2442963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2442964.750000 Penalty: 4879.404297
	Iteration 63Q: 3 clusters Score -2442965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2442970.250000 Penalty: 4879.404297
	Iteration 64Q: 3 clusters Score -2442970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2442972.000000 Penalty: 4879.404297
	Iteration 65Q: 3 clusters Score -2442972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2442969.500000 Penalty: 4879.404297
	Iteration 66Q: 3 clusters Score -2442970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2442968.500000 Penalty: 4879.404297
	Iteration 67Q: 3 clusters Score -2442968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2442972.000000 Penalty: 4879.404297
	Iteration 68Q: 3 clusters Score -2442972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2442969.750000 Penalty: 4879.404297
	Iteration 69Q: 3 clusters Score -2442970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2442972.750000 Penalty: 4879.404297
	Iteration 70Q: 3 clusters Score -2442973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2442974.500000 Penalty: 4879.404297
	Iteration 71Q: 3 clusters Score -2442974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2442973.250000 Penalty: 4879.404297
	Iteration 72Q: 3 clusters Score -2442973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2442971.500000 Penalty: 4879.404297
	Iteration 73Q: 3 clusters Score -2442972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2442971.500000 Penalty: 4879.404297
	Iteration 74F: 3 clusters Score -2442972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Entering Unmasked Estep 
Score: -111247944.000000 Penalty: 118834.070312
Splitting cluster 3 changes total score from -111247752.000000 to -111247944.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 4 (18426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Entering Unmasked Estep 
Score: -2246534.500000 Penalty: 2435.736328
	Iteration 0F: 2 clusters Score -2246534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2233550.000000 Penalty: 4871.472656
	Iteration 0F: 3 clusters Score -2233550 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2238241.750000 Penalty: 4871.472656
	Iteration 1F: 3 clusters Score -2238242 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2239310.000000 Penalty: 4871.472656
	Iteration 2F: 3 clusters Score -2239310 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2240674.750000 Penalty: 4871.472656
	Iteration 3F: 3 clusters Score -2240675 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2242200.750000 Penalty: 4871.472656
	Iteration 4F: 3 clusters Score -2242201 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2243416.750000 Penalty: 4871.472656
	Iteration 5F: 3 clusters Score -2243417 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2244244.000000 Penalty: 4871.472656
	Iteration 6F: 3 clusters Score -2244244 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2244821.000000 Penalty: 4871.472656
	Iteration 7Q: 3 clusters Score -2244821 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2245277.250000 Penalty: 4871.472656
	Iteration 8Q: 3 clusters Score -2245277 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2245671.250000 Penalty: 4871.472656
	Iteration 9Q: 3 clusters Score -2245671 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2245963.500000 Penalty: 4871.472656
	Iteration 10Q: 3 clusters Score -2245964 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2246153.500000 Penalty: 4871.472656
	Iteration 11Q: 3 clusters Score -2246154 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2246267.250000 Penalty: 4871.472656
	Iteration 12Q: 3 clusters Score -2246267 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2246317.500000 Penalty: 4871.472656
	Iteration 13Q: 3 clusters Score -2246318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2246339.500000 Penalty: 4871.472656
	Iteration 14Q: 3 clusters Score -2246340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2246356.000000 Penalty: 4871.472656
	Iteration 15Q: 3 clusters Score -2246356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2246368.250000 Penalty: 4871.472656
	Iteration 16Q: 3 clusters Score -2246368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2246371.250000 Penalty: 4871.472656
	Iteration 17Q: 3 clusters Score -2246371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2246378.250000 Penalty: 4871.472656
	Iteration 18Q: 3 clusters Score -2246378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2246384.750000 Penalty: 4871.472656
	Iteration 19Q: 3 clusters Score -2246385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2246392.250000 Penalty: 4871.472656
	Iteration 20F: 3 clusters Score -2246392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2246393.000000 Penalty: 4871.472656
	Iteration 21Q: 3 clusters Score -2246393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2246403.500000 Penalty: 4871.472656
	Iteration 22Q: 3 clusters Score -2246404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2246406.000000 Penalty: 4871.472656
	Iteration 23Q: 3 clusters Score -2246406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2246407.000000 Penalty: 4871.472656
	Iteration 24Q: 3 clusters Score -2246407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2246410.250000 Penalty: 4871.472656
	Iteration 25Q: 3 clusters Score -2246410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2246411.000000 Penalty: 4871.472656
	Iteration 26Q: 3 clusters Score -2246411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2246408.250000 Penalty: 4871.472656
	Iteration 27Q: 3 clusters Score -2246408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2246403.750000 Penalty: 4871.472656
	Iteration 28Q: 3 clusters Score -2246404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2246403.000000 Penalty: 4871.472656
	Iteration 29Q: 3 clusters Score -2246403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2246404.000000 Penalty: 4871.472656
	Iteration 30Q: 3 clusters Score -2246404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2246407.750000 Penalty: 4871.472656
	Iteration 31Q: 3 clusters Score -2246408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2246406.500000 Penalty: 4871.472656
	Iteration 32Q: 3 clusters Score -2246406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2246406.750000 Penalty: 4871.472656
	Iteration 33Q: 3 clusters Score -2246407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2246408.250000 Penalty: 4871.472656
	Iteration 34Q: 3 clusters Score -2246408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2246408.250000 Penalty: 4871.472656
	Iteration 35F: 3 clusters Score -2246408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -236847.718750 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -236847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -234240.109375 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -234240.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -234812.375000 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -234812.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -235016.406250 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -235016.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -235115.296875 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -235115.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -235171.890625 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -235171.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -235231.828125 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -235231.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235281.953125 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -235282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -235326.406250 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -235326.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235360.390625 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -235360.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -235380.046875 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -235380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235398.906250 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -235398.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235413.375000 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -235413.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -235424.968750 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -235425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -235440.203125 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -235440.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235456.015625 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -235456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -235469.109375 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -235469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -235476.296875 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -235476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -235481.406250 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -235481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -235484.890625 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -235484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235487.359375 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -235487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235490.796875 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -235490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -235493.125000 Penalty: 3771.780518
	Iteration 21Q: 3 clusters Score -235493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -235493.671875 Penalty: 3771.780518
	Iteration 22Q: 3 clusters Score -235493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -235494.093750 Penalty: 3771.780518
	Iteration 23Q: 3 clusters Score -235494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235495.546875 Penalty: 3771.780518
	Iteration 24Q: 3 clusters Score -235495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235495.546875 Penalty: 3771.780518
	Iteration 25F: 3 clusters Score -235495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -63053.187500 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -63053.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61595.640625 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -61595.64 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61901.507812 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -61901.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -62131.269531 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -62131.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62477.230469 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -62477.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -62602.171875 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -62602.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -62653.917969 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -62653.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -62678.093750 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -62678.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -62712.515625 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -62712.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -62763.847656 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -62763.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62782.183594 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -62782.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62804.843750 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -62804.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62839.035156 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -62839.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62867.292969 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -62867.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -62928.320312 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -62928.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63043.546875 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -63043.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63176.718750 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -63176.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63234.464844 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -63234.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63330.371094 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -63330.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63363.226562 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -63363.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63371.234375 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -63371.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63375.058594 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -63375.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 178 members 
Entering Unmasked Estep 
Score: -111246392.000000 Penalty: 122229.328125
Splitting cluster 6 changes total score from -111247752.000000 to -111246392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -221494.890625 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -221494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -218990.484375 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -218990.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219410.515625 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -219410.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219544.390625 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -219544.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -219618.968750 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -219619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219668.171875 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -219668.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219708.359375 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -219708.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219731.968750 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -219732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219745.718750 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -219745.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -219761.156250 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -219761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219771.421875 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -219771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -219775.843750 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -219775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -219781.156250 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -219781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219788.187500 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -219788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219790.812500 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -219790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219792.359375 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -219792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219793.281250 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -219793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219794.515625 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -219794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219796.000000 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -219796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -219799.265625 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -219799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219802.375000 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -219802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219805.562500 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -219805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -219810.812500 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -219810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219812.812500 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -219812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219813.984375 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -219814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -219816.890625 Penalty: 3713.360107
	Iteration 24Q: 3 clusters Score -219816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219817.812500 Penalty: 3713.360107
	Iteration 25Q: 3 clusters Score -219817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219820.937500 Penalty: 3713.360107
	Iteration 26Q: 3 clusters Score -219820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219821.656250 Penalty: 3713.360107
	Iteration 27Q: 3 clusters Score -219821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219823.046875 Penalty: 3713.360107
	Iteration 28Q: 3 clusters Score -219823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -219823.843750 Penalty: 3713.360107
	Iteration 29Q: 3 clusters Score -219823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219826.562500 Penalty: 3713.360107
	Iteration 30Q: 3 clusters Score -219826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219828.812500 Penalty: 3713.360107
	Iteration 31Q: 3 clusters Score -219828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219828.812500 Penalty: 3713.360107
	Iteration 32F: 3 clusters Score -219828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -86408.789062 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -86408.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84847.890625 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -84847.89 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85444.953125 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -85444.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85749.093750 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -85749.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86016.500000 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -86016.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86267.640625 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -86267.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86489.109375 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -86489.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86750.703125 Penalty: 3304.280029
	Iteration 6F: 3 clusters Score -86750.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87117.289062 Penalty: 3304.280029
	Iteration 7F: 3 clusters Score -87117.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87399.078125 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -87399.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87516.789062 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -87516.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87660.359375 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -87660.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87691.125000 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -87691.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87701.968750 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -87701.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87706.140625 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -87706.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87707.757812 Penalty: 3304.280029
	Iteration 14F: 3 clusters Score -87707.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87738.375000 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -87738.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87750.562500 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -87750.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87750.562500 Penalty: 3304.280029
	Iteration 17F: 3 clusters Score -87750.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 367 members 
Entering Unmasked Estep 
Score: -111247552.000000 Penalty: 122229.328125
Splitting cluster 8 changes total score from -111247752.000000 to -111247552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (68471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Entering Unmasked Estep 
Score: -8829202.000000 Penalty: 2761.273193
	Iteration 0F: 2 clusters Score -8829202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8783208.000000 Penalty: 5522.546387
	Iteration 0F: 3 clusters Score -8783208 nChanged 32154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -8801683.000000 Penalty: 5522.546387
	Iteration 1F: 3 clusters Score -8801683 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -8802643.000000 Penalty: 5522.546387
	Iteration 2Q: 3 clusters Score -8802643 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -8803917.000000 Penalty: 5522.546387
	Iteration 3Q: 3 clusters Score -8803917 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -8805306.000000 Penalty: 5522.546387
	Iteration 4Q: 3 clusters Score -8805306 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8807028.000000 Penalty: 5522.546387
	Iteration 5F: 3 clusters Score -8807028 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8809180.000000 Penalty: 5522.546387
	Iteration 6F: 3 clusters Score -8809180 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8811922.000000 Penalty: 5522.546387
	Iteration 7F: 3 clusters Score -8811922 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -8815187.000000 Penalty: 5522.546387
	Iteration 8F: 3 clusters Score -8815187 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -8818654.000000 Penalty: 5522.546387
	Iteration 9F: 3 clusters Score -8818654 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -8821450.000000 Penalty: 5522.546387
	Iteration 10Q: 3 clusters Score -8821450 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -8823602.000000 Penalty: 5522.546387
	Iteration 11Q: 3 clusters Score -8823602 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -8824880.000000 Penalty: 5522.546387
	Iteration 12Q: 3 clusters Score -8824880 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -8825626.000000 Penalty: 5522.546387
	Iteration 13Q: 3 clusters Score -8825626 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -8826096.000000 Penalty: 5522.546387
	Iteration 14Q: 3 clusters Score -8826096 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -8826373.000000 Penalty: 5522.546387
	Iteration 15Q: 3 clusters Score -8826373 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -8826587.000000 Penalty: 5522.546387
	Iteration 16Q: 3 clusters Score -8826587 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -8826791.000000 Penalty: 5522.546387
	Iteration 17Q: 3 clusters Score -8826791 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -8826870.000000 Penalty: 5522.546387
	Iteration 18Q: 3 clusters Score -8826870 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -8826935.000000 Penalty: 5522.546387
	Iteration 19Q: 3 clusters Score -8826935 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -8826989.000000 Penalty: 5522.546387
	Iteration 20F: 3 clusters Score -8826989 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -8827007.000000 Penalty: 5522.546387
	Iteration 21Q: 3 clusters Score -8827007 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -8827037.000000 Penalty: 5522.546387
	Iteration 22Q: 3 clusters Score -8827037 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -8827063.000000 Penalty: 5522.546387
	Iteration 23Q: 3 clusters Score -8827063 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -8827059.000000 Penalty: 5522.546387
	Iteration 24Q: 3 clusters Score -8827059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -8827084.000000 Penalty: 5522.546387
	Iteration 25Q: 3 clusters Score -8827084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -8827093.000000 Penalty: 5522.546387
	Iteration 26Q: 3 clusters Score -8827093 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8827120.000000 Penalty: 5522.546387
	Iteration 27Q: 3 clusters Score -8827120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -8827152.000000 Penalty: 5522.546387
	Iteration 28Q: 3 clusters Score -8827152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -8827155.000000 Penalty: 5522.546387
	Iteration 29Q: 3 clusters Score -8827155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -8827176.000000 Penalty: 5522.546387
	Iteration 30Q: 3 clusters Score -8827176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -8827174.000000 Penalty: 5522.546387
	Iteration 31Q: 3 clusters Score -8827174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -8827191.000000 Penalty: 5522.546387
	Iteration 32Q: 3 clusters Score -8827191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -8827189.000000 Penalty: 5522.546387
	Iteration 33Q: 3 clusters Score -8827189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -8827191.000000 Penalty: 5522.546387
	Iteration 34Q: 3 clusters Score -8827191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -8827198.000000 Penalty: 5522.546387
	Iteration 35Q: 3 clusters Score -8827198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -8827200.000000 Penalty: 5522.546387
	Iteration 36Q: 3 clusters Score -8827200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -8827221.000000 Penalty: 5522.546387
	Iteration 37Q: 3 clusters Score -8827221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -8827219.000000 Penalty: 5522.546387
	Iteration 38Q: 3 clusters Score -8827219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -8827216.000000 Penalty: 5522.546387
	Iteration 39Q: 3 clusters Score -8827216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -8827208.000000 Penalty: 5522.546387
	Iteration 40F: 3 clusters Score -8827208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -8827199.000000 Penalty: 5522.546387
	Iteration 41Q: 3 clusters Score -8827199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -8827201.000000 Penalty: 5522.546387
	Iteration 42Q: 3 clusters Score -8827201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -8827222.000000 Penalty: 5522.546387
	Iteration 43Q: 3 clusters Score -8827222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -8827221.000000 Penalty: 5522.546387
	Iteration 44Q: 3 clusters Score -8827221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -8827233.000000 Penalty: 5522.546387
	Iteration 45Q: 3 clusters Score -8827233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -8827214.000000 Penalty: 5522.546387
	Iteration 46Q: 3 clusters Score -8827214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -8827216.000000 Penalty: 5522.546387
	Iteration 47Q: 3 clusters Score -8827216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -8827211.000000 Penalty: 5522.546387
	Iteration 48Q: 3 clusters Score -8827211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -8827216.000000 Penalty: 5522.546387
	Iteration 49Q: 3 clusters Score -8827216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -8827219.000000 Penalty: 5522.546387
	Iteration 50Q: 3 clusters Score -8827219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8827212.000000 Penalty: 5522.546387
	Iteration 51Q: 3 clusters Score -8827212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -8827214.000000 Penalty: 5522.546387
	Iteration 52Q: 3 clusters Score -8827214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -8827217.000000 Penalty: 5522.546387
	Iteration 53Q: 3 clusters Score -8827217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -8827222.000000 Penalty: 5522.546387
	Iteration 54Q: 3 clusters Score -8827222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -8827223.000000 Penalty: 5522.546387
	Iteration 55Q: 3 clusters Score -8827223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -8827227.000000 Penalty: 5522.546387
	Iteration 56Q: 3 clusters Score -8827227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -8827224.000000 Penalty: 5522.546387
	Iteration 57Q: 3 clusters Score -8827224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -8827224.000000 Penalty: 5522.546387
	Iteration 58Q: 3 clusters Score -8827224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -8827223.000000 Penalty: 5522.546387
	Iteration 59Q: 3 clusters Score -8827223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -8827223.000000 Penalty: 5522.546387
	Iteration 60F: 3 clusters Score -8827223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -8827227.000000 Penalty: 5522.546387
	Iteration 61Q: 3 clusters Score -8827227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -8827224.000000 Penalty: 5522.546387
	Iteration 62Q: 3 clusters Score -8827224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -8827224.000000 Penalty: 5522.546387
	Iteration 63F: 3 clusters Score -8827224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Entering Unmasked Estep 
Score: -834487.437500 Penalty: 2181.454590
	Iteration 0F: 2 clusters Score -834487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -828969.687500 Penalty: 4362.909180
	Iteration 0F: 3 clusters Score -828969.7 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -830434.750000 Penalty: 4362.909180
	Iteration 1F: 3 clusters Score -830434.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -830774.062500 Penalty: 4362.909180
	Iteration 2F: 3 clusters Score -830774.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -831067.750000 Penalty: 4362.909180
	Iteration 3F: 3 clusters Score -831067.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -831371.187500 Penalty: 4362.909180
	Iteration 4F: 3 clusters Score -831371.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -831721.125000 Penalty: 4362.909180
	Iteration 5F: 3 clusters Score -831721.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -832141.437500 Penalty: 4362.909180
	Iteration 6F: 3 clusters Score -832141.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -832484.500000 Penalty: 4362.909180
	Iteration 7F: 3 clusters Score -832484.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -832739.750000 Penalty: 4362.909180
	Iteration 8F: 3 clusters Score -832739.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -832896.312500 Penalty: 4362.909180
	Iteration 9Q: 3 clusters Score -832896.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -833007.937500 Penalty: 4362.909180
	Iteration 10Q: 3 clusters Score -833007.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -833086.750000 Penalty: 4362.909180
	Iteration 11Q: 3 clusters Score -833086.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -833130.812500 Penalty: 4362.909180
	Iteration 12Q: 3 clusters Score -833130.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -833151.125000 Penalty: 4362.909180
	Iteration 13Q: 3 clusters Score -833151.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -833169.437500 Penalty: 4362.909180
	Iteration 14Q: 3 clusters Score -833169.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -833183.187500 Penalty: 4362.909180
	Iteration 15Q: 3 clusters Score -833183.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -833195.750000 Penalty: 4362.909180
	Iteration 16Q: 3 clusters Score -833195.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -833204.875000 Penalty: 4362.909180
	Iteration 17Q: 3 clusters Score -833204.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -833210.937500 Penalty: 4362.909180
	Iteration 18Q: 3 clusters Score -833210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -833215.875000 Penalty: 4362.909180
	Iteration 19Q: 3 clusters Score -833215.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -833221.687500 Penalty: 4362.909180
	Iteration 20F: 3 clusters Score -833221.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -833225.562500 Penalty: 4362.909180
	Iteration 21Q: 3 clusters Score -833225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -833230.812500 Penalty: 4362.909180
	Iteration 22Q: 3 clusters Score -833230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -833234.250000 Penalty: 4362.909180
	Iteration 23Q: 3 clusters Score -833234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -833236.125000 Penalty: 4362.909180
	Iteration 24Q: 3 clusters Score -833236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -833237.250000 Penalty: 4362.909180
	Iteration 25Q: 3 clusters Score -833237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -833236.437500 Penalty: 4362.909180
	Iteration 26Q: 3 clusters Score -833236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -833239.625000 Penalty: 4362.909180
	Iteration 27Q: 3 clusters Score -833239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -833240.625000 Penalty: 4362.909180
	Iteration 28Q: 3 clusters Score -833240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -833240.437500 Penalty: 4362.909180
	Iteration 29Q: 3 clusters Score -833240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -833241.687500 Penalty: 4362.909180
	Iteration 30Q: 3 clusters Score -833241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -833241.812500 Penalty: 4362.909180
	Iteration 31Q: 3 clusters Score -833241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -833241.812500 Penalty: 4362.909180
	Iteration 32F: 3 clusters Score -833241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Entering Unmasked Estep 
Score: -21264964.000000 Penalty: 2975.336670
	Iteration 0F: 2 clusters Score -2.126496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -21156142.000000 Penalty: 5950.673340
	Iteration 0F: 3 clusters Score -2.115614e+07 nChanged 77934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -21202146.000000 Penalty: 5950.673340
	Iteration 1F: 3 clusters Score -2.120215e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -21203240.000000 Penalty: 5950.673340
	Iteration 2Q: 3 clusters Score -2.120324e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -21204700.000000 Penalty: 5950.673340
	Iteration 3Q: 3 clusters Score -2.12047e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -21206374.000000 Penalty: 5950.673340
	Iteration 4Q: 3 clusters Score -2.120637e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -21208500.000000 Penalty: 5950.673340
	Iteration 5Q: 3 clusters Score -2.12085e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -21211584.000000 Penalty: 5950.673340
	Iteration 6Q: 3 clusters Score -2.121158e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -21215434.000000 Penalty: 5950.673340
	Iteration 7Q: 3 clusters Score -2.121543e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -21220426.000000 Penalty: 5950.673340
	Iteration 8F: 3 clusters Score -2.122043e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -21226574.000000 Penalty: 5950.673340
	Iteration 9F: 3 clusters Score -2.122657e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -21231704.000000 Penalty: 5950.673340
	Iteration 10F: 3 clusters Score -2.12317e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -21234324.000000 Penalty: 5950.673340
	Iteration 11Q: 3 clusters Score -2.123432e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -21235342.000000 Penalty: 5950.673340
	Iteration 12Q: 3 clusters Score -2.123534e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -21235858.000000 Penalty: 5950.673340
	Iteration 13Q: 3 clusters Score -2.123586e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -21236266.000000 Penalty: 5950.673340
	Iteration 14Q: 3 clusters Score -2.123627e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -21236712.000000 Penalty: 5950.673340
	Iteration 15Q: 3 clusters Score -2.123671e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -21237224.000000 Penalty: 5950.673340
	Iteration 16Q: 3 clusters Score -2.123722e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112404 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -21237710.000000 Penalty: 5950.673340
	Iteration 17Q: 3 clusters Score -2.123771e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -21238270.000000 Penalty: 5950.673340
	Iteration 18Q: 3 clusters Score -2.123827e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -21238848.000000 Penalty: 5950.673340
	Iteration 19Q: 3 clusters Score -2.123885e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120042 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -21239704.000000 Penalty: 5950.673340
	Iteration 20F: 3 clusters Score -2.12397e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122910 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -21240834.000000 Penalty: 5950.673340
	Iteration 21Q: 3 clusters Score -2.124083e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125971 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -21241944.000000 Penalty: 5950.673340
	Iteration 22Q: 3 clusters Score -2.124194e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -21243184.000000 Penalty: 5950.673340
	Iteration 23Q: 3 clusters Score -2.124318e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -21244486.000000 Penalty: 5950.673340
	Iteration 24Q: 3 clusters Score -2.124449e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -21245834.000000 Penalty: 5950.673340
	Iteration 25Q: 3 clusters Score -2.124583e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138561 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -21247350.000000 Penalty: 5950.673340
	Iteration 26Q: 3 clusters Score -2.124735e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -21248962.000000 Penalty: 5950.673340
	Iteration 27Q: 3 clusters Score -2.124896e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -21250584.000000 Penalty: 5950.673340
	Iteration 28Q: 3 clusters Score -2.125058e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147761 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -21252284.000000 Penalty: 5950.673340
	Iteration 29Q: 3 clusters Score -2.125228e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -21254042.000000 Penalty: 5950.673340
	Iteration 30Q: 3 clusters Score -2.125404e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -21255696.000000 Penalty: 5950.673340
	Iteration 31Q: 3 clusters Score -2.12557e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -21257196.000000 Penalty: 5950.673340
	Iteration 32Q: 3 clusters Score -2.12572e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156750 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -21258498.000000 Penalty: 5950.673340
	Iteration 33Q: 3 clusters Score -2.12585e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -21259540.000000 Penalty: 5950.673340
	Iteration 34Q: 3 clusters Score -2.125954e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21260438.000000 Penalty: 5950.673340
	Iteration 35Q: 3 clusters Score -2.126044e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -21261048.000000 Penalty: 5950.673340
	Iteration 36Q: 3 clusters Score -2.126105e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21261554.000000 Penalty: 5950.673340
	Iteration 37Q: 3 clusters Score -2.126155e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161225 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21261894.000000 Penalty: 5950.673340
	Iteration 38Q: 3 clusters Score -2.126189e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161446 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21262056.000000 Penalty: 5950.673340
	Iteration 39Q: 3 clusters Score -2.126206e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21262154.000000 Penalty: 5950.673340
	Iteration 40F: 3 clusters Score -2.126215e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21262232.000000 Penalty: 5950.673340
	Iteration 41Q: 3 clusters Score -2.126223e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161719 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21262298.000000 Penalty: 5950.673340
	Iteration 42Q: 3 clusters Score -2.12623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -21262352.000000 Penalty: 5950.673340
	Iteration 43Q: 3 clusters Score -2.126235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21262366.000000 Penalty: 5950.673340
	Iteration 44Q: 3 clusters Score -2.126237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21262390.000000 Penalty: 5950.673340
	Iteration 45Q: 3 clusters Score -2.126239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161825 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21262404.000000 Penalty: 5950.673340
	Iteration 46Q: 3 clusters Score -2.12624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161834 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21262412.000000 Penalty: 5950.673340
	Iteration 47Q: 3 clusters Score -2.126241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -21262420.000000 Penalty: 5950.673340
	Iteration 48Q: 3 clusters Score -2.126242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21262418.000000 Penalty: 5950.673340
	Iteration 49Q: 3 clusters Score -2.126242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161846 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21262422.000000 Penalty: 5950.673340
	Iteration 50Q: 3 clusters Score -2.126242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21262410.000000 Penalty: 5950.673340
	Iteration 51Q: 3 clusters Score -2.126241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21262420.000000 Penalty: 5950.673340
	Iteration 52Q: 3 clusters Score -2.126242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21262428.000000 Penalty: 5950.673340
	Iteration 53Q: 3 clusters Score -2.126243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161863 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21262414.000000 Penalty: 5950.673340
	Iteration 54Q: 3 clusters Score -2.126241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21262412.000000 Penalty: 5950.673340
	Iteration 55Q: 3 clusters Score -2.126241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21262412.000000 Penalty: 5950.673340
	Iteration 56F: 3 clusters Score -2.126241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Entering Unmasked Estep 
Score: -1862473.500000 Penalty: 2376.346436
	Iteration 0F: 2 clusters Score -1862474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1851954.625000 Penalty: 4752.692871
	Iteration 0F: 3 clusters Score -1851955 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1855495.375000 Penalty: 4752.692871
	Iteration 1F: 3 clusters Score -1855495 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1856203.625000 Penalty: 4752.692871
	Iteration 2F: 3 clusters Score -1856204 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1857209.750000 Penalty: 4752.692871
	Iteration 3F: 3 clusters Score -1857210 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1858723.625000 Penalty: 4752.692871
	Iteration 4F: 3 clusters Score -1858724 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1860092.250000 Penalty: 4752.692871
	Iteration 5F: 3 clusters Score -1860092 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1861253.500000 Penalty: 4752.692871
	Iteration 6F: 3 clusters Score -1861254 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1862362.375000 Penalty: 4752.692871
	Iteration 7F: 3 clusters Score -1862362 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1863073.125000 Penalty: 4752.692871
	Iteration 8F: 3 clusters Score -1863073 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1863414.500000 Penalty: 4752.692871
	Iteration 9Q: 3 clusters Score -1863414 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1863559.500000 Penalty: 4752.692871
	Iteration 10Q: 3 clusters Score -1863560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1863611.000000 Penalty: 4752.692871
	Iteration 11Q: 3 clusters Score -1863611 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1863630.625000 Penalty: 4752.692871
	Iteration 12Q: 3 clusters Score -1863631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1863643.750000 Penalty: 4752.692871
	Iteration 13Q: 3 clusters Score -1863644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1863655.500000 Penalty: 4752.692871
	Iteration 14Q: 3 clusters Score -1863656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1863653.250000 Penalty: 4752.692871
	Iteration 15Q: 3 clusters Score -1863653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1863666.625000 Penalty: 4752.692871
	Iteration 16Q: 3 clusters Score -1863667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1863667.500000 Penalty: 4752.692871
	Iteration 17Q: 3 clusters Score -1863668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1863669.625000 Penalty: 4752.692871
	Iteration 18Q: 3 clusters Score -1863670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1863672.500000 Penalty: 4752.692871
	Iteration 19Q: 3 clusters Score -1863672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1863674.750000 Penalty: 4752.692871
	Iteration 20F: 3 clusters Score -1863675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1863677.375000 Penalty: 4752.692871
	Iteration 21Q: 3 clusters Score -1863677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1863676.375000 Penalty: 4752.692871
	Iteration 22Q: 3 clusters Score -1863676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1863677.250000 Penalty: 4752.692871
	Iteration 23Q: 3 clusters Score -1863677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1863679.375000 Penalty: 4752.692871
	Iteration 24Q: 3 clusters Score -1863679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1863679.750000 Penalty: 4752.692871
	Iteration 25Q: 3 clusters Score -1863680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1863680.000000 Penalty: 4752.692871
	Iteration 26Q: 3 clusters Score -1863680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1863678.875000 Penalty: 4752.692871
	Iteration 27Q: 3 clusters Score -1863679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1863680.250000 Penalty: 4752.692871
	Iteration 28Q: 3 clusters Score -1863680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1863681.250000 Penalty: 4752.692871
	Iteration 29Q: 3 clusters Score -1863681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1863681.250000 Penalty: 4752.692871
	Iteration 30F: 3 clusters Score -1863681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Entering Unmasked Estep 
Score: -111248040.000000 Penalty: 122229.328125
Splitting cluster 12 changes total score from -111247752.000000 to -111248040.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (6835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Entering Unmasked Estep 
Score: -884688.312500 Penalty: 2189.793457
	Iteration 0F: 2 clusters Score -884688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -879012.000000 Penalty: 4379.586914
	Iteration 0F: 3 clusters Score -879012 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -880463.000000 Penalty: 4379.586914
	Iteration 1F: 3 clusters Score -880463 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -880733.750000 Penalty: 4379.586914
	Iteration 2F: 3 clusters Score -880733.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -880947.562500 Penalty: 4379.586914
	Iteration 3F: 3 clusters Score -880947.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -881128.250000 Penalty: 4379.586914
	Iteration 4Q: 3 clusters Score -881128.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -881279.125000 Penalty: 4379.586914
	Iteration 5Q: 3 clusters Score -881279.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -881396.125000 Penalty: 4379.586914
	Iteration 6Q: 3 clusters Score -881396.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -881508.687500 Penalty: 4379.586914
	Iteration 7Q: 3 clusters Score -881508.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -881613.500000 Penalty: 4379.586914
	Iteration 8Q: 3 clusters Score -881613.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -881698.937500 Penalty: 4379.586914
	Iteration 9Q: 3 clusters Score -881698.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -881786.875000 Penalty: 4379.586914
	Iteration 10Q: 3 clusters Score -881786.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -881863.687500 Penalty: 4379.586914
	Iteration 11Q: 3 clusters Score -881863.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -881928.375000 Penalty: 4379.586914
	Iteration 12Q: 3 clusters Score -881928.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -881982.250000 Penalty: 4379.586914
	Iteration 13Q: 3 clusters Score -881982.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -882024.625000 Penalty: 4379.586914
	Iteration 14Q: 3 clusters Score -882024.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -882054.437500 Penalty: 4379.586914
	Iteration 15Q: 3 clusters Score -882054.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -882087.750000 Penalty: 4379.586914
	Iteration 16Q: 3 clusters Score -882087.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -882112.812500 Penalty: 4379.586914
	Iteration 17Q: 3 clusters Score -882112.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -882137.062500 Penalty: 4379.586914
	Iteration 18Q: 3 clusters Score -882137.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -882161.062500 Penalty: 4379.586914
	Iteration 19Q: 3 clusters Score -882161.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -882176.312500 Penalty: 4379.586914
	Iteration 20F: 3 clusters Score -882176.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -882187.937500 Penalty: 4379.586914
	Iteration 21Q: 3 clusters Score -882187.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -882195.625000 Penalty: 4379.586914
	Iteration 22Q: 3 clusters Score -882195.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -882201.812500 Penalty: 4379.586914
	Iteration 23Q: 3 clusters Score -882201.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -882209.937500 Penalty: 4379.586914
	Iteration 24Q: 3 clusters Score -882209.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -882220.500000 Penalty: 4379.586914
	Iteration 25Q: 3 clusters Score -882220.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -882232.500000 Penalty: 4379.586914
	Iteration 26Q: 3 clusters Score -882232.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -882244.125000 Penalty: 4379.586914
	Iteration 27Q: 3 clusters Score -882244.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -882254.625000 Penalty: 4379.586914
	Iteration 28Q: 3 clusters Score -882254.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -882263.875000 Penalty: 4379.586914
	Iteration 29Q: 3 clusters Score -882263.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -882271.812500 Penalty: 4379.586914
	Iteration 30Q: 3 clusters Score -882271.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -882280.750000 Penalty: 4379.586914
	Iteration 31Q: 3 clusters Score -882280.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -882289.375000 Penalty: 4379.586914
	Iteration 32Q: 3 clusters Score -882289.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -882295.562500 Penalty: 4379.586914
	Iteration 33Q: 3 clusters Score -882295.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -882301.437500 Penalty: 4379.586914
	Iteration 34Q: 3 clusters Score -882301.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -882309.187500 Penalty: 4379.586914
	Iteration 35Q: 3 clusters Score -882309.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -882317.437500 Penalty: 4379.586914
	Iteration 36Q: 3 clusters Score -882317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -882321.312500 Penalty: 4379.586914
	Iteration 37Q: 3 clusters Score -882321.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -882329.062500 Penalty: 4379.586914
	Iteration 38Q: 3 clusters Score -882329.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -882338.125000 Penalty: 4379.586914
	Iteration 39Q: 3 clusters Score -882338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -882345.937500 Penalty: 4379.586914
	Iteration 40F: 3 clusters Score -882345.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -882356.500000 Penalty: 4379.586914
	Iteration 41Q: 3 clusters Score -882356.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -882368.437500 Penalty: 4379.586914
	Iteration 42Q: 3 clusters Score -882368.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -882379.437500 Penalty: 4379.586914
	Iteration 43Q: 3 clusters Score -882379.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -882396.250000 Penalty: 4379.586914
	Iteration 44Q: 3 clusters Score -882396.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -882416.437500 Penalty: 4379.586914
	Iteration 45Q: 3 clusters Score -882416.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -882433.625000 Penalty: 4379.586914
	Iteration 46Q: 3 clusters Score -882433.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -882457.500000 Penalty: 4379.586914
	Iteration 47Q: 3 clusters Score -882457.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -882481.000000 Penalty: 4379.586914
	Iteration 48Q: 3 clusters Score -882481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -882512.937500 Penalty: 4379.586914
	Iteration 49Q: 3 clusters Score -882512.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -882541.500000 Penalty: 4379.586914
	Iteration 50Q: 3 clusters Score -882541.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -882570.812500 Penalty: 4379.586914
	Iteration 51Q: 3 clusters Score -882570.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -882604.375000 Penalty: 4379.586914
	Iteration 52Q: 3 clusters Score -882604.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -882647.125000 Penalty: 4379.586914
	Iteration 53Q: 3 clusters Score -882647.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -882710.500000 Penalty: 4379.586914
	Iteration 54Q: 3 clusters Score -882710.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -882770.375000 Penalty: 4379.586914
	Iteration 55Q: 3 clusters Score -882770.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -882809.750000 Penalty: 4379.586914
	Iteration 56Q: 3 clusters Score -882809.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -882853.687500 Penalty: 4379.586914
	Iteration 57Q: 3 clusters Score -882853.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -882899.500000 Penalty: 4379.586914
	Iteration 58Q: 3 clusters Score -882899.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -882933.500000 Penalty: 4379.586914
	Iteration 59Q: 3 clusters Score -882933.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -882958.937500 Penalty: 4379.586914
	Iteration 60F: 3 clusters Score -882958.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -882977.625000 Penalty: 4379.586914
	Iteration 61Q: 3 clusters Score -882977.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -882989.562500 Penalty: 4379.586914
	Iteration 62Q: 3 clusters Score -882989.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -883003.062500 Penalty: 4379.586914
	Iteration 63Q: 3 clusters Score -883003.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -883014.812500 Penalty: 4379.586914
	Iteration 64Q: 3 clusters Score -883014.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -883019.875000 Penalty: 4379.586914
	Iteration 65Q: 3 clusters Score -883019.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -883028.812500 Penalty: 4379.586914
	Iteration 66Q: 3 clusters Score -883028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -883042.500000 Penalty: 4379.586914
	Iteration 67Q: 3 clusters Score -883042.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -883052.187500 Penalty: 4379.586914
	Iteration 68Q: 3 clusters Score -883052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -883057.250000 Penalty: 4379.586914
	Iteration 69Q: 3 clusters Score -883057.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -883066.000000 Penalty: 4379.586914
	Iteration 70Q: 3 clusters Score -883066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -883075.125000 Penalty: 4379.586914
	Iteration 71Q: 3 clusters Score -883075.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -883084.250000 Penalty: 4379.586914
	Iteration 72Q: 3 clusters Score -883084.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -883089.750000 Penalty: 4379.586914
	Iteration 73Q: 3 clusters Score -883089.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -883095.625000 Penalty: 4379.586914
	Iteration 74Q: 3 clusters Score -883095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -883098.250000 Penalty: 4379.586914
	Iteration 75Q: 3 clusters Score -883098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -883103.312500 Penalty: 4379.586914
	Iteration 76Q: 3 clusters Score -883103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -883104.000000 Penalty: 4379.586914
	Iteration 77Q: 3 clusters Score -883104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -883104.312500 Penalty: 4379.586914
	Iteration 78Q: 3 clusters Score -883104.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -883106.687500 Penalty: 4379.586914
	Iteration 79Q: 3 clusters Score -883106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -883110.875000 Penalty: 4379.586914
	Iteration 80F: 3 clusters Score -883110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -883110.750000 Penalty: 4379.586914
	Iteration 81Q: 3 clusters Score -883110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -883114.000000 Penalty: 4379.586914
	Iteration 82Q: 3 clusters Score -883114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -883113.875000 Penalty: 4379.586914
	Iteration 83Q: 3 clusters Score -883113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -883114.625000 Penalty: 4379.586914
	Iteration 84Q: 3 clusters Score -883114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -883118.625000 Penalty: 4379.586914
	Iteration 85Q: 3 clusters Score -883118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -883117.937500 Penalty: 4379.586914
	Iteration 86Q: 3 clusters Score -883117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -883119.125000 Penalty: 4379.586914
	Iteration 87Q: 3 clusters Score -883119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -883123.500000 Penalty: 4379.586914
	Iteration 88Q: 3 clusters Score -883123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -883124.500000 Penalty: 4379.586914
	Iteration 89Q: 3 clusters Score -883124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -883124.875000 Penalty: 4379.586914
	Iteration 90Q: 3 clusters Score -883124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -883127.187500 Penalty: 4379.586914
	Iteration 91Q: 3 clusters Score -883127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -883127.250000 Penalty: 4379.586914
	Iteration 92Q: 3 clusters Score -883127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -883127.125000 Penalty: 4379.586914
	Iteration 93Q: 3 clusters Score -883127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -883130.625000 Penalty: 4379.586914
	Iteration 94Q: 3 clusters Score -883130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -883132.562500 Penalty: 4379.586914
	Iteration 95Q: 3 clusters Score -883132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -883133.000000 Penalty: 4379.586914
	Iteration 96Q: 3 clusters Score -883133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -883134.312500 Penalty: 4379.586914
	Iteration 97Q: 3 clusters Score -883134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -883132.875000 Penalty: 4379.586914
	Iteration 98Q: 3 clusters Score -883132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -883133.312500 Penalty: 4379.586914
	Iteration 99Q: 3 clusters Score -883133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -883134.187500 Penalty: 4379.586914
	Iteration 100F: 3 clusters Score -883134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -883133.312500 Penalty: 4379.586914
	Iteration 101Q: 3 clusters Score -883133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -883137.125000 Penalty: 4379.586914
	Iteration 102Q: 3 clusters Score -883137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -883135.500000 Penalty: 4379.586914
	Iteration 103Q: 3 clusters Score -883135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -883137.687500 Penalty: 4379.586914
	Iteration 104Q: 3 clusters Score -883137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -883136.750000 Penalty: 4379.586914
	Iteration 105Q: 3 clusters Score -883136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -883140.562500 Penalty: 4379.586914
	Iteration 106Q: 3 clusters Score -883140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -883143.687500 Penalty: 4379.586914
	Iteration 107Q: 3 clusters Score -883143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -883145.750000 Penalty: 4379.586914
	Iteration 108Q: 3 clusters Score -883145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -883150.750000 Penalty: 4379.586914
	Iteration 109Q: 3 clusters Score -883150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -883149.187500 Penalty: 4379.586914
	Iteration 110Q: 3 clusters Score -883149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -883151.437500 Penalty: 4379.586914
	Iteration 111Q: 3 clusters Score -883151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -883155.187500 Penalty: 4379.586914
	Iteration 112Q: 3 clusters Score -883155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -883156.562500 Penalty: 4379.586914
	Iteration 113Q: 3 clusters Score -883156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -883159.875000 Penalty: 4379.586914
	Iteration 114Q: 3 clusters Score -883159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -883161.875000 Penalty: 4379.586914
	Iteration 115Q: 3 clusters Score -883161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -883160.937500 Penalty: 4379.586914
	Iteration 116Q: 3 clusters Score -883160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -883162.375000 Penalty: 4379.586914
	Iteration 117Q: 3 clusters Score -883162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -883163.750000 Penalty: 4379.586914
	Iteration 118Q: 3 clusters Score -883163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -883165.312500 Penalty: 4379.586914
	Iteration 119Q: 3 clusters Score -883165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -883167.187500 Penalty: 4379.586914
	Iteration 120F: 3 clusters Score -883167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -883169.250000 Penalty: 4379.586914
	Iteration 121Q: 3 clusters Score -883169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -883172.187500 Penalty: 4379.586914
	Iteration 122Q: 3 clusters Score -883172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -883171.750000 Penalty: 4379.586914
	Iteration 123Q: 3 clusters Score -883171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -883171.750000 Penalty: 4379.586914
	Iteration 124F: 3 clusters Score -883171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Entering Unmasked Estep 
Score: -6929978.500000 Penalty: 2694.894287
	Iteration 0F: 2 clusters Score -6929978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6894871.500000 Penalty: 5389.788574
	Iteration 0F: 3 clusters Score -6894872 nChanged 24206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6908259.000000 Penalty: 5389.788574
	Iteration 1F: 3 clusters Score -6908259 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6909037.500000 Penalty: 5389.788574
	Iteration 2Q: 3 clusters Score -6909038 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6910110.000000 Penalty: 5389.788574
	Iteration 3Q: 3 clusters Score -6910110 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -6911382.000000 Penalty: 5389.788574
	Iteration 4F: 3 clusters Score -6911382 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6913127.000000 Penalty: 5389.788574
	Iteration 5F: 3 clusters Score -6913127 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -6915245.500000 Penalty: 5389.788574
	Iteration 6F: 3 clusters Score -6915246 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -6917714.000000 Penalty: 5389.788574
	Iteration 7F: 3 clusters Score -6917714 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -6920156.000000 Penalty: 5389.788574
	Iteration 8F: 3 clusters Score -6920156 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -6922242.000000 Penalty: 5389.788574
	Iteration 9F: 3 clusters Score -6922242 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -6923867.500000 Penalty: 5389.788574
	Iteration 10Q: 3 clusters Score -6923868 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6925071.000000 Penalty: 5389.788574
	Iteration 11Q: 3 clusters Score -6925071 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6926058.000000 Penalty: 5389.788574
	Iteration 12Q: 3 clusters Score -6926058 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -6926756.500000 Penalty: 5389.788574
	Iteration 13Q: 3 clusters Score -6926756 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6927299.500000 Penalty: 5389.788574
	Iteration 14Q: 3 clusters Score -6927300 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -6927598.000000 Penalty: 5389.788574
	Iteration 15Q: 3 clusters Score -6927598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -6927828.500000 Penalty: 5389.788574
	Iteration 16Q: 3 clusters Score -6927828 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -6928019.000000 Penalty: 5389.788574
	Iteration 17Q: 3 clusters Score -6928019 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6928212.500000 Penalty: 5389.788574
	Iteration 18Q: 3 clusters Score -6928212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6928359.500000 Penalty: 5389.788574
	Iteration 19Q: 3 clusters Score -6928360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6928427.500000 Penalty: 5389.788574
	Iteration 20F: 3 clusters Score -6928428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6928468.500000 Penalty: 5389.788574
	Iteration 21Q: 3 clusters Score -6928468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -6928499.500000 Penalty: 5389.788574
	Iteration 22Q: 3 clusters Score -6928500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6928526.500000 Penalty: 5389.788574
	Iteration 23Q: 3 clusters Score -6928526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -6928534.500000 Penalty: 5389.788574
	Iteration 24Q: 3 clusters Score -6928534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6928540.000000 Penalty: 5389.788574
	Iteration 25Q: 3 clusters Score -6928540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -6928544.000000 Penalty: 5389.788574
	Iteration 26Q: 3 clusters Score -6928544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -6928549.500000 Penalty: 5389.788574
	Iteration 27Q: 3 clusters Score -6928550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6928550.500000 Penalty: 5389.788574
	Iteration 28Q: 3 clusters Score -6928550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -6928546.000000 Penalty: 5389.788574
	Iteration 29Q: 3 clusters Score -6928546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -6928545.500000 Penalty: 5389.788574
	Iteration 30Q: 3 clusters Score -6928546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -6928545.500000 Penalty: 5389.788574
	Iteration 31F: 3 clusters Score -6928546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -173145.968750 Penalty: 1818.427612
	Iteration 0F: 2 clusters Score -173146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -170917.093750 Penalty: 3636.855225
	Iteration 0F: 3 clusters Score -170917.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171436.984375 Penalty: 3636.855225
	Iteration 1F: 3 clusters Score -171437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171608.796875 Penalty: 3636.855225
	Iteration 2F: 3 clusters Score -171608.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -171695.328125 Penalty: 3636.855225
	Iteration 3Q: 3 clusters Score -171695.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -171763.312500 Penalty: 3636.855225
	Iteration 4Q: 3 clusters Score -171763.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -171847.875000 Penalty: 3636.855225
	Iteration 5Q: 3 clusters Score -171847.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -171950.546875 Penalty: 3636.855225
	Iteration 6Q: 3 clusters Score -171950.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -172045.468750 Penalty: 3636.855225
	Iteration 7Q: 3 clusters Score -172045.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172096.656250 Penalty: 3636.855225
	Iteration 8Q: 3 clusters Score -172096.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172141.421875 Penalty: 3636.855225
	Iteration 9Q: 3 clusters Score -172141.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -172178.281250 Penalty: 3636.855225
	Iteration 10Q: 3 clusters Score -172178.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172220.593750 Penalty: 3636.855225
	Iteration 11Q: 3 clusters Score -172220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172266.906250 Penalty: 3636.855225
	Iteration 12Q: 3 clusters Score -172266.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172314.421875 Penalty: 3636.855225
	Iteration 13Q: 3 clusters Score -172314.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -172358.625000 Penalty: 3636.855225
	Iteration 14Q: 3 clusters Score -172358.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172409.640625 Penalty: 3636.855225
	Iteration 15Q: 3 clusters Score -172409.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172443.109375 Penalty: 3636.855225
	Iteration 16Q: 3 clusters Score -172443.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172484.421875 Penalty: 3636.855225
	Iteration 17Q: 3 clusters Score -172484.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172533.218750 Penalty: 3636.855225
	Iteration 18Q: 3 clusters Score -172533.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -172576.171875 Penalty: 3636.855225
	Iteration 19Q: 3 clusters Score -172576.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172613.250000 Penalty: 3636.855225
	Iteration 20F: 3 clusters Score -172613.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172648.515625 Penalty: 3636.855225
	Iteration 21Q: 3 clusters Score -172648.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172677.171875 Penalty: 3636.855225
	Iteration 22Q: 3 clusters Score -172677.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172702.531250 Penalty: 3636.855225
	Iteration 23Q: 3 clusters Score -172702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172724.859375 Penalty: 3636.855225
	Iteration 24Q: 3 clusters Score -172724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172734.812500 Penalty: 3636.855225
	Iteration 25Q: 3 clusters Score -172734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172748.937500 Penalty: 3636.855225
	Iteration 26Q: 3 clusters Score -172748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -172759.187500 Penalty: 3636.855225
	Iteration 27Q: 3 clusters Score -172759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172764.890625 Penalty: 3636.855225
	Iteration 28Q: 3 clusters Score -172764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172768.890625 Penalty: 3636.855225
	Iteration 29Q: 3 clusters Score -172768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172771.218750 Penalty: 3636.855225
	Iteration 30Q: 3 clusters Score -172771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172773.765625 Penalty: 3636.855225
	Iteration 31Q: 3 clusters Score -172773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172774.625000 Penalty: 3636.855225
	Iteration 32Q: 3 clusters Score -172774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172774.625000 Penalty: 3636.855225
	Iteration 33F: 3 clusters Score -172774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Entering Unmasked Estep 
Score: -1792638.125000 Penalty: 2380.063477
	Iteration 0F: 2 clusters Score -1792638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1782062.125000 Penalty: 4760.126953
	Iteration 0F: 3 clusters Score -1782062 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1785684.000000 Penalty: 4760.126953
	Iteration 1F: 3 clusters Score -1785684 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1786437.000000 Penalty: 4760.126953
	Iteration 2F: 3 clusters Score -1786437 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1787295.875000 Penalty: 4760.126953
	Iteration 3F: 3 clusters Score -1787296 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1788306.875000 Penalty: 4760.126953
	Iteration 4F: 3 clusters Score -1788307 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1789286.125000 Penalty: 4760.126953
	Iteration 5F: 3 clusters Score -1789286 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1790033.125000 Penalty: 4760.126953
	Iteration 6F: 3 clusters Score -1790033 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1790459.250000 Penalty: 4760.126953
	Iteration 7Q: 3 clusters Score -1790459 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1790682.750000 Penalty: 4760.126953
	Iteration 8Q: 3 clusters Score -1790683 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1790818.375000 Penalty: 4760.126953
	Iteration 9Q: 3 clusters Score -1790818 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1790909.875000 Penalty: 4760.126953
	Iteration 10Q: 3 clusters Score -1790910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1790972.125000 Penalty: 4760.126953
	Iteration 11Q: 3 clusters Score -1790972 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1791025.750000 Penalty: 4760.126953
	Iteration 12Q: 3 clusters Score -1791026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1791070.625000 Penalty: 4760.126953
	Iteration 13Q: 3 clusters Score -1791071 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1791118.500000 Penalty: 4760.126953
	Iteration 14Q: 3 clusters Score -1791118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1791139.750000 Penalty: 4760.126953
	Iteration 15Q: 3 clusters Score -1791140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1791165.250000 Penalty: 4760.126953
	Iteration 16Q: 3 clusters Score -1791165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1791179.125000 Penalty: 4760.126953
	Iteration 17Q: 3 clusters Score -1791179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1791194.375000 Penalty: 4760.126953
	Iteration 18Q: 3 clusters Score -1791194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1791204.000000 Penalty: 4760.126953
	Iteration 19Q: 3 clusters Score -1791204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1791214.500000 Penalty: 4760.126953
	Iteration 20F: 3 clusters Score -1791214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1791221.375000 Penalty: 4760.126953
	Iteration 21Q: 3 clusters Score -1791221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1791227.500000 Penalty: 4760.126953
	Iteration 22Q: 3 clusters Score -1791228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1791246.875000 Penalty: 4760.126953
	Iteration 23Q: 3 clusters Score -1791247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1791259.125000 Penalty: 4760.126953
	Iteration 24Q: 3 clusters Score -1791259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1791271.750000 Penalty: 4760.126953
	Iteration 25Q: 3 clusters Score -1791272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1791289.625000 Penalty: 4760.126953
	Iteration 26Q: 3 clusters Score -1791290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1791309.750000 Penalty: 4760.126953
	Iteration 27Q: 3 clusters Score -1791310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1791324.375000 Penalty: 4760.126953
	Iteration 28Q: 3 clusters Score -1791324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1791330.625000 Penalty: 4760.126953
	Iteration 29Q: 3 clusters Score -1791331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1791334.875000 Penalty: 4760.126953
	Iteration 30Q: 3 clusters Score -1791335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1791341.750000 Penalty: 4760.126953
	Iteration 31Q: 3 clusters Score -1791342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1791346.000000 Penalty: 4760.126953
	Iteration 32Q: 3 clusters Score -1791346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1791352.125000 Penalty: 4760.126953
	Iteration 33Q: 3 clusters Score -1791352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1791359.625000 Penalty: 4760.126953
	Iteration 34Q: 3 clusters Score -1791360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1791365.875000 Penalty: 4760.126953
	Iteration 35Q: 3 clusters Score -1791366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1791375.125000 Penalty: 4760.126953
	Iteration 36Q: 3 clusters Score -1791375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1791380.750000 Penalty: 4760.126953
	Iteration 37Q: 3 clusters Score -1791381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1791385.500000 Penalty: 4760.126953
	Iteration 38Q: 3 clusters Score -1791386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1791392.750000 Penalty: 4760.126953
	Iteration 39Q: 3 clusters Score -1791393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1791401.375000 Penalty: 4760.126953
	Iteration 40F: 3 clusters Score -1791401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1791410.125000 Penalty: 4760.126953
	Iteration 41Q: 3 clusters Score -1791410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1791415.875000 Penalty: 4760.126953
	Iteration 42Q: 3 clusters Score -1791416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1791428.375000 Penalty: 4760.126953
	Iteration 43Q: 3 clusters Score -1791428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1791432.625000 Penalty: 4760.126953
	Iteration 44Q: 3 clusters Score -1791433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1791438.625000 Penalty: 4760.126953
	Iteration 45Q: 3 clusters Score -1791439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1791446.750000 Penalty: 4760.126953
	Iteration 46Q: 3 clusters Score -1791447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1791447.750000 Penalty: 4760.126953
	Iteration 47Q: 3 clusters Score -1791448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1791448.125000 Penalty: 4760.126953
	Iteration 48Q: 3 clusters Score -1791448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1791454.375000 Penalty: 4760.126953
	Iteration 49Q: 3 clusters Score -1791454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1791454.250000 Penalty: 4760.126953
	Iteration 50Q: 3 clusters Score -1791454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1791452.875000 Penalty: 4760.126953
	Iteration 51Q: 3 clusters Score -1791453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1791454.875000 Penalty: 4760.126953
	Iteration 52Q: 3 clusters Score -1791455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1791460.500000 Penalty: 4760.126953
	Iteration 53Q: 3 clusters Score -1791460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1791463.250000 Penalty: 4760.126953
	Iteration 54Q: 3 clusters Score -1791463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1791464.000000 Penalty: 4760.126953
	Iteration 55Q: 3 clusters Score -1791464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1791463.500000 Penalty: 4760.126953
	Iteration 56Q: 3 clusters Score -1791464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1791462.875000 Penalty: 4760.126953
	Iteration 57Q: 3 clusters Score -1791463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1791462.750000 Penalty: 4760.126953
	Iteration 58Q: 3 clusters Score -1791463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1791462.750000 Penalty: 4760.126953
	Iteration 59F: 3 clusters Score -1791463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -908716.937500 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -908716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -902697.062500 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -902697.1 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -904544.437500 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -904544.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -905161.750000 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -905161.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -905769.750000 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -905769.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -906321.312500 Penalty: 4423.583984
	Iteration 4F: 3 clusters Score -906321.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -906780.687500 Penalty: 4423.583984
	Iteration 5F: 3 clusters Score -906780.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -907112.812500 Penalty: 4423.583984
	Iteration 6F: 3 clusters Score -907112.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -907282.812500 Penalty: 4423.583984
	Iteration 7Q: 3 clusters Score -907282.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -907395.562500 Penalty: 4423.583984
	Iteration 8Q: 3 clusters Score -907395.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -907472.250000 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -907472.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -907531.937500 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -907531.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -907596.250000 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -907596.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -907653.062500 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -907653.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -907705.875000 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -907705.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -907761.437500 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -907761.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -907797.562500 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -907797.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -907816.312500 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -907816.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -907832.750000 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -907832.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -907842.000000 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -907842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -907852.312500 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -907852.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -907856.687500 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -907856.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -907865.750000 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -907865.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -907870.000000 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -907870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -907876.250000 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -907876.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -907879.437500 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -907879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -907883.687500 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -907883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -907886.750000 Penalty: 4423.583984
	Iteration 26Q: 3 clusters Score -907886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -907886.562500 Penalty: 4423.583984
	Iteration 27Q: 3 clusters Score -907886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -907887.812500 Penalty: 4423.583984
	Iteration 28Q: 3 clusters Score -907887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -907885.937500 Penalty: 4423.583984
	Iteration 29Q: 3 clusters Score -907885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -907886.500000 Penalty: 4423.583984
	Iteration 30Q: 3 clusters Score -907886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -907889.750000 Penalty: 4423.583984
	Iteration 31Q: 3 clusters Score -907889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -907889.375000 Penalty: 4423.583984
	Iteration 32Q: 3 clusters Score -907889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -907889.750000 Penalty: 4423.583984
	Iteration 33Q: 3 clusters Score -907889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -907892.062500 Penalty: 4423.583984
	Iteration 34Q: 3 clusters Score -907892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -907891.437500 Penalty: 4423.583984
	Iteration 35Q: 3 clusters Score -907891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -907892.562500 Penalty: 4423.583984
	Iteration 36Q: 3 clusters Score -907892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -907892.562500 Penalty: 4423.583984
	Iteration 37F: 3 clusters Score -907892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Entering Unmasked Estep 
Score: -11905431.000000 Penalty: 2831.489258
	Iteration 0F: 2 clusters Score -1.190543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -11844740.000000 Penalty: 5662.978516
	Iteration 0F: 3 clusters Score -1.184474e+07 nChanged 42807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -11869437.000000 Penalty: 5662.978516
	Iteration 1F: 3 clusters Score -1.186944e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -11870882.000000 Penalty: 5662.978516
	Iteration 2Q: 3 clusters Score -1.187088e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -11873425.000000 Penalty: 5662.978516
	Iteration 3F: 3 clusters Score -1.187342e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -11877506.000000 Penalty: 5662.978516
	Iteration 4F: 3 clusters Score -1.187751e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -11883598.000000 Penalty: 5662.978516
	Iteration 5F: 3 clusters Score -1.18836e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -11890002.000000 Penalty: 5662.978516
	Iteration 6F: 3 clusters Score -1.189e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -11895451.000000 Penalty: 5662.978516
	Iteration 7F: 3 clusters Score -1.189545e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -11899191.000000 Penalty: 5662.978516
	Iteration 8Q: 3 clusters Score -1.189919e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11901361.000000 Penalty: 5662.978516
	Iteration 9Q: 3 clusters Score -1.190136e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -11902418.000000 Penalty: 5662.978516
	Iteration 10Q: 3 clusters Score -1.190242e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11903034.000000 Penalty: 5662.978516
	Iteration 11Q: 3 clusters Score -1.190303e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11903356.000000 Penalty: 5662.978516
	Iteration 12Q: 3 clusters Score -1.190336e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11903523.000000 Penalty: 5662.978516
	Iteration 13Q: 3 clusters Score -1.190352e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11903665.000000 Penalty: 5662.978516
	Iteration 14Q: 3 clusters Score -1.190366e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11903729.000000 Penalty: 5662.978516
	Iteration 15Q: 3 clusters Score -1.190373e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11903784.000000 Penalty: 5662.978516
	Iteration 16Q: 3 clusters Score -1.190378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11903817.000000 Penalty: 5662.978516
	Iteration 17Q: 3 clusters Score -1.190382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -11903840.000000 Penalty: 5662.978516
	Iteration 18Q: 3 clusters Score -1.190384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11903859.000000 Penalty: 5662.978516
	Iteration 19Q: 3 clusters Score -1.190386e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11903880.000000 Penalty: 5662.978516
	Iteration 20F: 3 clusters Score -1.190388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11903868.000000 Penalty: 5662.978516
	Iteration 21Q: 3 clusters Score -1.190387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89376 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11903868.000000 Penalty: 5662.978516
	Iteration 22Q: 3 clusters Score -1.190387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11903885.000000 Penalty: 5662.978516
	Iteration 23Q: 3 clusters Score -1.190388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11903872.000000 Penalty: 5662.978516
	Iteration 24Q: 3 clusters Score -1.190387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11903871.000000 Penalty: 5662.978516
	Iteration 25Q: 3 clusters Score -1.190387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11903897.000000 Penalty: 5662.978516
	Iteration 26Q: 3 clusters Score -1.19039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11903892.000000 Penalty: 5662.978516
	Iteration 27Q: 3 clusters Score -1.190389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11903905.000000 Penalty: 5662.978516
	Iteration 28Q: 3 clusters Score -1.19039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11903916.000000 Penalty: 5662.978516
	Iteration 29Q: 3 clusters Score -1.190392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11903913.000000 Penalty: 5662.978516
	Iteration 30Q: 3 clusters Score -1.190391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11903910.000000 Penalty: 5662.978516
	Iteration 31Q: 3 clusters Score -1.190391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11903903.000000 Penalty: 5662.978516
	Iteration 32Q: 3 clusters Score -1.19039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11903912.000000 Penalty: 5662.978516
	Iteration 33Q: 3 clusters Score -1.190391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11903917.000000 Penalty: 5662.978516
	Iteration 34Q: 3 clusters Score -1.190392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11903918.000000 Penalty: 5662.978516
	Iteration 35Q: 3 clusters Score -1.190392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11903921.000000 Penalty: 5662.978516
	Iteration 36Q: 3 clusters Score -1.190392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11903925.000000 Penalty: 5662.978516
	Iteration 37Q: 3 clusters Score -1.190392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11903922.000000 Penalty: 5662.978516
	Iteration 38Q: 3 clusters Score -1.190392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11903928.000000 Penalty: 5662.978516
	Iteration 39Q: 3 clusters Score -1.190393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11903933.000000 Penalty: 5662.978516
	Iteration 40F: 3 clusters Score -1.190393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11903931.000000 Penalty: 5662.978516
	Iteration 41Q: 3 clusters Score -1.190393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11903937.000000 Penalty: 5662.978516
	Iteration 42Q: 3 clusters Score -1.190394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11903937.000000 Penalty: 5662.978516
	Iteration 43F: 3 clusters Score -1.190394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -1492372.625000 Penalty: 2317.289551
	Iteration 0F: 2 clusters Score -1492373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1483839.375000 Penalty: 4634.579102
	Iteration 0F: 3 clusters Score -1483839 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1486474.875000 Penalty: 4634.579102
	Iteration 1F: 3 clusters Score -1486475 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1487028.000000 Penalty: 4634.579102
	Iteration 2F: 3 clusters Score -1487028 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1487664.750000 Penalty: 4634.579102
	Iteration 3F: 3 clusters Score -1487665 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1488391.125000 Penalty: 4634.579102
	Iteration 4F: 3 clusters Score -1488391 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1489230.875000 Penalty: 4634.579102
	Iteration 5F: 3 clusters Score -1489231 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1489997.750000 Penalty: 4634.579102
	Iteration 6F: 3 clusters Score -1489998 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1490514.875000 Penalty: 4634.579102
	Iteration 7F: 3 clusters Score -1490515 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1490841.250000 Penalty: 4634.579102
	Iteration 8Q: 3 clusters Score -1490841 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1491048.500000 Penalty: 4634.579102
	Iteration 9Q: 3 clusters Score -1491048 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1491181.750000 Penalty: 4634.579102
	Iteration 10Q: 3 clusters Score -1491182 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1491292.750000 Penalty: 4634.579102
	Iteration 11Q: 3 clusters Score -1491293 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1491396.750000 Penalty: 4634.579102
	Iteration 12Q: 3 clusters Score -1491397 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1491475.500000 Penalty: 4634.579102
	Iteration 13Q: 3 clusters Score -1491476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1491545.000000 Penalty: 4634.579102
	Iteration 14Q: 3 clusters Score -1491545 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1491594.500000 Penalty: 4634.579102
	Iteration 15Q: 3 clusters Score -1491594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1491628.375000 Penalty: 4634.579102
	Iteration 16Q: 3 clusters Score -1491628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1491655.500000 Penalty: 4634.579102
	Iteration 17Q: 3 clusters Score -1491656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1491680.500000 Penalty: 4634.579102
	Iteration 18Q: 3 clusters Score -1491680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1491701.500000 Penalty: 4634.579102
	Iteration 19Q: 3 clusters Score -1491702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1491719.625000 Penalty: 4634.579102
	Iteration 20F: 3 clusters Score -1491720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1491726.500000 Penalty: 4634.579102
	Iteration 21Q: 3 clusters Score -1491726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1491730.750000 Penalty: 4634.579102
	Iteration 22Q: 3 clusters Score -1491731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1491739.500000 Penalty: 4634.579102
	Iteration 23Q: 3 clusters Score -1491740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1491746.000000 Penalty: 4634.579102
	Iteration 24Q: 3 clusters Score -1491746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1491747.375000 Penalty: 4634.579102
	Iteration 25Q: 3 clusters Score -1491747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1491753.750000 Penalty: 4634.579102
	Iteration 26Q: 3 clusters Score -1491754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1491752.750000 Penalty: 4634.579102
	Iteration 27Q: 3 clusters Score -1491753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1491753.000000 Penalty: 4634.579102
	Iteration 28Q: 3 clusters Score -1491753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1491752.750000 Penalty: 4634.579102
	Iteration 29Q: 3 clusters Score -1491753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1491752.000000 Penalty: 4634.579102
	Iteration 30Q: 3 clusters Score -1491752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1491755.875000 Penalty: 4634.579102
	Iteration 31Q: 3 clusters Score -1491756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1491758.375000 Penalty: 4634.579102
	Iteration 32Q: 3 clusters Score -1491758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1491757.125000 Penalty: 4634.579102
	Iteration 33Q: 3 clusters Score -1491757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1491759.375000 Penalty: 4634.579102
	Iteration 34Q: 3 clusters Score -1491759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1491760.625000 Penalty: 4634.579102
	Iteration 35Q: 3 clusters Score -1491761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1491761.125000 Penalty: 4634.579102
	Iteration 36Q: 3 clusters Score -1491761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1491763.625000 Penalty: 4634.579102
	Iteration 37Q: 3 clusters Score -1491764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1491763.375000 Penalty: 4634.579102
	Iteration 38Q: 3 clusters Score -1491763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1491763.750000 Penalty: 4634.579102
	Iteration 39Q: 3 clusters Score -1491764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1491764.500000 Penalty: 4634.579102
	Iteration 40F: 3 clusters Score -1491764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1491764.125000 Penalty: 4634.579102
	Iteration 41Q: 3 clusters Score -1491764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1491765.750000 Penalty: 4634.579102
	Iteration 42Q: 3 clusters Score -1491766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1491762.875000 Penalty: 4634.579102
	Iteration 43Q: 3 clusters Score -1491763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1491763.750000 Penalty: 4634.579102
	Iteration 44Q: 3 clusters Score -1491764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1491763.750000 Penalty: 4634.579102
	Iteration 45F: 3 clusters Score -1491764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Entering Unmasked Estep 
Score: -10778973.000000 Penalty: 2808.421387
	Iteration 0F: 2 clusters Score -1.077897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -10723879.000000 Penalty: 5616.842773
	Iteration 0F: 3 clusters Score -1.072388e+07 nChanged 38860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -10746007.000000 Penalty: 5616.842773
	Iteration 1F: 3 clusters Score -1.074601e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -10747235.000000 Penalty: 5616.842773
	Iteration 2Q: 3 clusters Score -1.074724e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -10748786.000000 Penalty: 5616.842773
	Iteration 3Q: 3 clusters Score -1.074879e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -10750939.000000 Penalty: 5616.842773
	Iteration 4F: 3 clusters Score -1.075094e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -10753694.000000 Penalty: 5616.842773
	Iteration 5F: 3 clusters Score -1.075369e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -10756695.000000 Penalty: 5616.842773
	Iteration 6F: 3 clusters Score -1.07567e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -10759045.000000 Penalty: 5616.842773
	Iteration 7F: 3 clusters Score -1.075904e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -10760573.000000 Penalty: 5616.842773
	Iteration 8Q: 3 clusters Score -1.076057e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -10761534.000000 Penalty: 5616.842773
	Iteration 9Q: 3 clusters Score -1.076153e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -10762151.000000 Penalty: 5616.842773
	Iteration 10Q: 3 clusters Score -1.076215e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -10762596.000000 Penalty: 5616.842773
	Iteration 11Q: 3 clusters Score -1.07626e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -10762903.000000 Penalty: 5616.842773
	Iteration 12Q: 3 clusters Score -1.07629e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -10763168.000000 Penalty: 5616.842773
	Iteration 13Q: 3 clusters Score -1.076317e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -10763437.000000 Penalty: 5616.842773
	Iteration 14Q: 3 clusters Score -1.076344e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -10763654.000000 Penalty: 5616.842773
	Iteration 15Q: 3 clusters Score -1.076365e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -10763926.000000 Penalty: 5616.842773
	Iteration 16Q: 3 clusters Score -1.076393e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -10764381.000000 Penalty: 5616.842773
	Iteration 17Q: 3 clusters Score -1.076438e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -10764700.000000 Penalty: 5616.842773
	Iteration 18Q: 3 clusters Score -1.07647e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -10765318.000000 Penalty: 5616.842773
	Iteration 19Q: 3 clusters Score -1.076532e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -10765989.000000 Penalty: 5616.842773
	Iteration 20F: 3 clusters Score -1.076599e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -10766770.000000 Penalty: 5616.842773
	Iteration 21Q: 3 clusters Score -1.076677e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -10767786.000000 Penalty: 5616.842773
	Iteration 22Q: 3 clusters Score -1.076779e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -10769120.000000 Penalty: 5616.842773
	Iteration 23Q: 3 clusters Score -1.076912e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -10770572.000000 Penalty: 5616.842773
	Iteration 24Q: 3 clusters Score -1.077057e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -10771980.000000 Penalty: 5616.842773
	Iteration 25Q: 3 clusters Score -1.077198e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -10773335.000000 Penalty: 5616.842773
	Iteration 26Q: 3 clusters Score -1.077334e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -10774458.000000 Penalty: 5616.842773
	Iteration 27Q: 3 clusters Score -1.077446e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -10775234.000000 Penalty: 5616.842773
	Iteration 28Q: 3 clusters Score -1.077523e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -10775712.000000 Penalty: 5616.842773
	Iteration 29Q: 3 clusters Score -1.077571e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -10776069.000000 Penalty: 5616.842773
	Iteration 30Q: 3 clusters Score -1.077607e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -10776300.000000 Penalty: 5616.842773
	Iteration 31Q: 3 clusters Score -1.07763e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -10776439.000000 Penalty: 5616.842773
	Iteration 32Q: 3 clusters Score -1.077644e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -10776481.000000 Penalty: 5616.842773
	Iteration 33Q: 3 clusters Score -1.077648e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -10776526.000000 Penalty: 5616.842773
	Iteration 34Q: 3 clusters Score -1.077653e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -10776543.000000 Penalty: 5616.842773
	Iteration 35Q: 3 clusters Score -1.077654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -10776564.000000 Penalty: 5616.842773
	Iteration 36Q: 3 clusters Score -1.077656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -10776604.000000 Penalty: 5616.842773
	Iteration 37Q: 3 clusters Score -1.07766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -10776611.000000 Penalty: 5616.842773
	Iteration 38Q: 3 clusters Score -1.077661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -10776618.000000 Penalty: 5616.842773
	Iteration 39Q: 3 clusters Score -1.077662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -10776635.000000 Penalty: 5616.842773
	Iteration 40F: 3 clusters Score -1.077664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -10776637.000000 Penalty: 5616.842773
	Iteration 41Q: 3 clusters Score -1.077664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -10776638.000000 Penalty: 5616.842773
	Iteration 42Q: 3 clusters Score -1.077664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -10776647.000000 Penalty: 5616.842773
	Iteration 43Q: 3 clusters Score -1.077665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -10776660.000000 Penalty: 5616.842773
	Iteration 44Q: 3 clusters Score -1.077666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -10776668.000000 Penalty: 5616.842773
	Iteration 45Q: 3 clusters Score -1.077667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10776670.000000 Penalty: 5616.842773
	Iteration 46Q: 3 clusters Score -1.077667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -10776688.000000 Penalty: 5616.842773
	Iteration 47Q: 3 clusters Score -1.077669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -10776697.000000 Penalty: 5616.842773
	Iteration 48Q: 3 clusters Score -1.07767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -10776697.000000 Penalty: 5616.842773
	Iteration 49F: 3 clusters Score -1.07767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Entering Unmasked Estep 
Score: -2266918.000000 Penalty: 2426.215332
	Iteration 0F: 2 clusters Score -2266918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2254350.750000 Penalty: 4852.430664
	Iteration 0F: 3 clusters Score -2254351 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2258769.000000 Penalty: 4852.430664
	Iteration 1F: 3 clusters Score -2258769 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2259418.000000 Penalty: 4852.430664
	Iteration 2F: 3 clusters Score -2259418 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2260035.250000 Penalty: 4852.430664
	Iteration 3F: 3 clusters Score -2260035 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2260633.000000 Penalty: 4852.430664
	Iteration 4F: 3 clusters Score -2260633 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2261331.000000 Penalty: 4852.430664
	Iteration 5F: 3 clusters Score -2261331 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2262176.250000 Penalty: 4852.430664
	Iteration 6F: 3 clusters Score -2262176 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2263084.750000 Penalty: 4852.430664
	Iteration 7F: 3 clusters Score -2263085 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2263914.750000 Penalty: 4852.430664
	Iteration 8F: 3 clusters Score -2263915 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2264502.000000 Penalty: 4852.430664
	Iteration 9Q: 3 clusters Score -2264502 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2264886.000000 Penalty: 4852.430664
	Iteration 10Q: 3 clusters Score -2264886 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2265125.250000 Penalty: 4852.430664
	Iteration 11Q: 3 clusters Score -2265125 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2265290.500000 Penalty: 4852.430664
	Iteration 12Q: 3 clusters Score -2265290 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2265402.000000 Penalty: 4852.430664
	Iteration 13Q: 3 clusters Score -2265402 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2265489.250000 Penalty: 4852.430664
	Iteration 14Q: 3 clusters Score -2265489 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2265571.750000 Penalty: 4852.430664
	Iteration 15Q: 3 clusters Score -2265572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2265642.750000 Penalty: 4852.430664
	Iteration 16Q: 3 clusters Score -2265643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2265690.750000 Penalty: 4852.430664
	Iteration 17Q: 3 clusters Score -2265691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2265730.000000 Penalty: 4852.430664
	Iteration 18Q: 3 clusters Score -2265730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2265768.000000 Penalty: 4852.430664
	Iteration 19Q: 3 clusters Score -2265768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2265832.250000 Penalty: 4852.430664
	Iteration 20F: 3 clusters Score -2265832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2265880.000000 Penalty: 4852.430664
	Iteration 21Q: 3 clusters Score -2265880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2265930.000000 Penalty: 4852.430664
	Iteration 22Q: 3 clusters Score -2265930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2265990.250000 Penalty: 4852.430664
	Iteration 23Q: 3 clusters Score -2265990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2266056.500000 Penalty: 4852.430664
	Iteration 24Q: 3 clusters Score -2266056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2266119.750000 Penalty: 4852.430664
	Iteration 25Q: 3 clusters Score -2266120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2266143.750000 Penalty: 4852.430664
	Iteration 26Q: 3 clusters Score -2266144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2266170.750000 Penalty: 4852.430664
	Iteration 27Q: 3 clusters Score -2266171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2266188.250000 Penalty: 4852.430664
	Iteration 28Q: 3 clusters Score -2266188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2266208.000000 Penalty: 4852.430664
	Iteration 29Q: 3 clusters Score -2266208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2266222.000000 Penalty: 4852.430664
	Iteration 30Q: 3 clusters Score -2266222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2266234.000000 Penalty: 4852.430664
	Iteration 31Q: 3 clusters Score -2266234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2266255.250000 Penalty: 4852.430664
	Iteration 32Q: 3 clusters Score -2266255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2266258.000000 Penalty: 4852.430664
	Iteration 33Q: 3 clusters Score -2266258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2266265.000000 Penalty: 4852.430664
	Iteration 34Q: 3 clusters Score -2266265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2266270.750000 Penalty: 4852.430664
	Iteration 35Q: 3 clusters Score -2266271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2266270.750000 Penalty: 4852.430664
	Iteration 36Q: 3 clusters Score -2266271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2266277.500000 Penalty: 4852.430664
	Iteration 37Q: 3 clusters Score -2266278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2266278.750000 Penalty: 4852.430664
	Iteration 38Q: 3 clusters Score -2266279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2266285.250000 Penalty: 4852.430664
	Iteration 39Q: 3 clusters Score -2266285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2266283.250000 Penalty: 4852.430664
	Iteration 40F: 3 clusters Score -2266283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2266287.000000 Penalty: 4852.430664
	Iteration 41Q: 3 clusters Score -2266287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2266294.500000 Penalty: 4852.430664
	Iteration 42Q: 3 clusters Score -2266294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2266295.250000 Penalty: 4852.430664
	Iteration 43Q: 3 clusters Score -2266295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2266293.750000 Penalty: 4852.430664
	Iteration 44Q: 3 clusters Score -2266294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2266294.250000 Penalty: 4852.430664
	Iteration 45Q: 3 clusters Score -2266294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2266295.750000 Penalty: 4852.430664
	Iteration 46Q: 3 clusters Score -2266296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2266294.500000 Penalty: 4852.430664
	Iteration 47Q: 3 clusters Score -2266294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2266293.000000 Penalty: 4852.430664
	Iteration 48Q: 3 clusters Score -2266293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2266291.000000 Penalty: 4852.430664
	Iteration 49Q: 3 clusters Score -2266291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2266291.000000 Penalty: 4852.430664
	Iteration 50F: 3 clusters Score -2266291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Entering Unmasked Estep 
Score: -5222820.000000 Penalty: 2647.155029
	Iteration 0F: 2 clusters Score -5222820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5193884.500000 Penalty: 5294.310059
	Iteration 0F: 3 clusters Score -5193884 nChanged 19700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5205694.000000 Penalty: 5294.310059
	Iteration 1F: 3 clusters Score -5205694 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5207101.000000 Penalty: 5294.310059
	Iteration 2F: 3 clusters Score -5207101 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5208697.500000 Penalty: 5294.310059
	Iteration 3F: 3 clusters Score -5208698 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5210534.500000 Penalty: 5294.310059
	Iteration 4F: 3 clusters Score -5210534 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5212511.000000 Penalty: 5294.310059
	Iteration 5F: 3 clusters Score -5212511 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -5214308.000000 Penalty: 5294.310059
	Iteration 6F: 3 clusters Score -5214308 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -5215763.000000 Penalty: 5294.310059
	Iteration 7F: 3 clusters Score -5215763 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5216886.500000 Penalty: 5294.310059
	Iteration 8Q: 3 clusters Score -5216886 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -5217809.500000 Penalty: 5294.310059
	Iteration 9Q: 3 clusters Score -5217810 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -5218540.500000 Penalty: 5294.310059
	Iteration 10Q: 3 clusters Score -5218540 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -5219181.500000 Penalty: 5294.310059
	Iteration 11Q: 3 clusters Score -5219182 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -5219723.000000 Penalty: 5294.310059
	Iteration 12Q: 3 clusters Score -5219723 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5220089.000000 Penalty: 5294.310059
	Iteration 13Q: 3 clusters Score -5220089 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5220416.500000 Penalty: 5294.310059
	Iteration 14Q: 3 clusters Score -5220416 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -5220659.500000 Penalty: 5294.310059
	Iteration 15Q: 3 clusters Score -5220660 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5220870.000000 Penalty: 5294.310059
	Iteration 16Q: 3 clusters Score -5220870 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5221051.000000 Penalty: 5294.310059
	Iteration 17Q: 3 clusters Score -5221051 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5221192.000000 Penalty: 5294.310059
	Iteration 18Q: 3 clusters Score -5221192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5221299.000000 Penalty: 5294.310059
	Iteration 19Q: 3 clusters Score -5221299 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5221393.000000 Penalty: 5294.310059
	Iteration 20F: 3 clusters Score -5221393 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5221456.500000 Penalty: 5294.310059
	Iteration 21Q: 3 clusters Score -5221456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -5221508.000000 Penalty: 5294.310059
	Iteration 22Q: 3 clusters Score -5221508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5221525.000000 Penalty: 5294.310059
	Iteration 23Q: 3 clusters Score -5221525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -5221551.500000 Penalty: 5294.310059
	Iteration 24Q: 3 clusters Score -5221552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5221565.000000 Penalty: 5294.310059
	Iteration 25Q: 3 clusters Score -5221565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5221575.500000 Penalty: 5294.310059
	Iteration 26Q: 3 clusters Score -5221576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5221595.000000 Penalty: 5294.310059
	Iteration 27Q: 3 clusters Score -5221595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -5221604.000000 Penalty: 5294.310059
	Iteration 28Q: 3 clusters Score -5221604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5221605.000000 Penalty: 5294.310059
	Iteration 29Q: 3 clusters Score -5221605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5221614.000000 Penalty: 5294.310059
	Iteration 30Q: 3 clusters Score -5221614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5221608.000000 Penalty: 5294.310059
	Iteration 31Q: 3 clusters Score -5221608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5221629.000000 Penalty: 5294.310059
	Iteration 32Q: 3 clusters Score -5221629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5221645.000000 Penalty: 5294.310059
	Iteration 33Q: 3 clusters Score -5221645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5221647.000000 Penalty: 5294.310059
	Iteration 34Q: 3 clusters Score -5221647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -5221643.500000 Penalty: 5294.310059
	Iteration 35Q: 3 clusters Score -5221644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5221651.500000 Penalty: 5294.310059
	Iteration 36Q: 3 clusters Score -5221652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -5221655.000000 Penalty: 5294.310059
	Iteration 37Q: 3 clusters Score -5221655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5221664.500000 Penalty: 5294.310059
	Iteration 38Q: 3 clusters Score -5221664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5221666.500000 Penalty: 5294.310059
	Iteration 39Q: 3 clusters Score -5221666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5221667.000000 Penalty: 5294.310059
	Iteration 40F: 3 clusters Score -5221667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5221671.500000 Penalty: 5294.310059
	Iteration 41Q: 3 clusters Score -5221672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5221669.000000 Penalty: 5294.310059
	Iteration 42Q: 3 clusters Score -5221669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5221668.000000 Penalty: 5294.310059
	Iteration 43Q: 3 clusters Score -5221668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5221669.000000 Penalty: 5294.310059
	Iteration 44Q: 3 clusters Score -5221669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5221669.500000 Penalty: 5294.310059
	Iteration 45Q: 3 clusters Score -5221670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5221674.000000 Penalty: 5294.310059
	Iteration 46Q: 3 clusters Score -5221674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5221668.000000 Penalty: 5294.310059
	Iteration 47Q: 3 clusters Score -5221668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5221672.000000 Penalty: 5294.310059
	Iteration 48Q: 3 clusters Score -5221672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5221675.000000 Penalty: 5294.310059
	Iteration 49Q: 3 clusters Score -5221675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5221682.000000 Penalty: 5294.310059
	Iteration 50Q: 3 clusters Score -5221682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5221673.000000 Penalty: 5294.310059
	Iteration 51Q: 3 clusters Score -5221673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5221670.000000 Penalty: 5294.310059
	Iteration 52Q: 3 clusters Score -5221670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5221672.000000 Penalty: 5294.310059
	Iteration 53Q: 3 clusters Score -5221672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5221677.000000 Penalty: 5294.310059
	Iteration 54Q: 3 clusters Score -5221677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5221678.500000 Penalty: 5294.310059
	Iteration 55Q: 3 clusters Score -5221678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5221678.500000 Penalty: 5294.310059
	Iteration 56F: 3 clusters Score -5221678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Entering Unmasked Estep 
Score: -1724966.625000 Penalty: 2361.458008
	Iteration 0F: 2 clusters Score -1724967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1715206.125000 Penalty: 4722.916016
	Iteration 0F: 3 clusters Score -1715206 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1718490.375000 Penalty: 4722.916016
	Iteration 1F: 3 clusters Score -1718490 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1719557.875000 Penalty: 4722.916016
	Iteration 2F: 3 clusters Score -1719558 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1721292.500000 Penalty: 4722.916016
	Iteration 3F: 3 clusters Score -1721292 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1724335.750000 Penalty: 4722.916016
	Iteration 4F: 3 clusters Score -1724336 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1728692.750000 Penalty: 4722.916016
	Iteration 5F: 3 clusters Score -1728693 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1731383.625000 Penalty: 4722.916016
	Iteration 6F: 3 clusters Score -1731384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1731771.750000 Penalty: 4722.916016
	Iteration 7Q: 3 clusters Score -1731772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1731781.625000 Penalty: 4722.916016
	Iteration 8Q: 3 clusters Score -1731782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1731790.000000 Penalty: 4722.916016
	Iteration 9Q: 3 clusters Score -1731790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1731790.375000 Penalty: 4722.916016
	Iteration 10Q: 3 clusters Score -1731790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1731789.250000 Penalty: 4722.916016
	Iteration 11Q: 3 clusters Score -1731789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1731791.000000 Penalty: 4722.916016
	Iteration 12Q: 3 clusters Score -1731791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1731791.000000 Penalty: 4722.916016
	Iteration 13F: 3 clusters Score -1731791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 5468 members 
Entering Unmasked Estep 
Score: -111253472.000000 Penalty: 125624.593750
Splitting cluster 23 changes total score from -111247752.000000 to -111253472.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (16539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Entering Unmasked Estep 
Score: -2004323.625000 Penalty: 2408.942139
	Iteration 0F: 2 clusters Score -2004324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1992405.000000 Penalty: 4817.884277
	Iteration 0F: 3 clusters Score -1992405 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1996635.000000 Penalty: 4817.884277
	Iteration 1F: 3 clusters Score -1996635 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1997268.625000 Penalty: 4817.884277
	Iteration 2F: 3 clusters Score -1997269 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1998018.250000 Penalty: 4817.884277
	Iteration 3F: 3 clusters Score -1998018 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1999047.625000 Penalty: 4817.884277
	Iteration 4F: 3 clusters Score -1999048 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2000105.500000 Penalty: 4817.884277
	Iteration 5F: 3 clusters Score -2000106 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2000951.250000 Penalty: 4817.884277
	Iteration 6F: 3 clusters Score -2000951 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2001604.625000 Penalty: 4817.884277
	Iteration 7F: 3 clusters Score -2001605 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2002115.500000 Penalty: 4817.884277
	Iteration 8Q: 3 clusters Score -2002116 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2002485.250000 Penalty: 4817.884277
	Iteration 9Q: 3 clusters Score -2002485 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2002731.250000 Penalty: 4817.884277
	Iteration 10Q: 3 clusters Score -2002731 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2002933.250000 Penalty: 4817.884277
	Iteration 11Q: 3 clusters Score -2002933 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2003066.250000 Penalty: 4817.884277
	Iteration 12Q: 3 clusters Score -2003066 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2003179.750000 Penalty: 4817.884277
	Iteration 13Q: 3 clusters Score -2003180 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2003254.625000 Penalty: 4817.884277
	Iteration 14Q: 3 clusters Score -2003255 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2003318.750000 Penalty: 4817.884277
	Iteration 15Q: 3 clusters Score -2003319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2003369.500000 Penalty: 4817.884277
	Iteration 16Q: 3 clusters Score -2003370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2003392.875000 Penalty: 4817.884277
	Iteration 17Q: 3 clusters Score -2003393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2003427.500000 Penalty: 4817.884277
	Iteration 18Q: 3 clusters Score -2003428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2003453.875000 Penalty: 4817.884277
	Iteration 19Q: 3 clusters Score -2003454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2003479.625000 Penalty: 4817.884277
	Iteration 20F: 3 clusters Score -2003480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2003491.375000 Penalty: 4817.884277
	Iteration 21Q: 3 clusters Score -2003491 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2003523.125000 Penalty: 4817.884277
	Iteration 22Q: 3 clusters Score -2003523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2003540.500000 Penalty: 4817.884277
	Iteration 23Q: 3 clusters Score -2003540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2003560.500000 Penalty: 4817.884277
	Iteration 24Q: 3 clusters Score -2003560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2003576.250000 Penalty: 4817.884277
	Iteration 25Q: 3 clusters Score -2003576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2003597.875000 Penalty: 4817.884277
	Iteration 26Q: 3 clusters Score -2003598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2003609.250000 Penalty: 4817.884277
	Iteration 27Q: 3 clusters Score -2003609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2003633.500000 Penalty: 4817.884277
	Iteration 28Q: 3 clusters Score -2003634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2003649.250000 Penalty: 4817.884277
	Iteration 29Q: 3 clusters Score -2003649 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2003673.125000 Penalty: 4817.884277
	Iteration 30Q: 3 clusters Score -2003673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2003686.500000 Penalty: 4817.884277
	Iteration 31Q: 3 clusters Score -2003686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2003698.625000 Penalty: 4817.884277
	Iteration 32Q: 3 clusters Score -2003699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2003702.875000 Penalty: 4817.884277
	Iteration 33Q: 3 clusters Score -2003703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2003712.625000 Penalty: 4817.884277
	Iteration 34Q: 3 clusters Score -2003713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2003720.750000 Penalty: 4817.884277
	Iteration 35Q: 3 clusters Score -2003721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2003719.500000 Penalty: 4817.884277
	Iteration 36Q: 3 clusters Score -2003720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2003726.500000 Penalty: 4817.884277
	Iteration 37Q: 3 clusters Score -2003726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2003732.375000 Penalty: 4817.884277
	Iteration 38Q: 3 clusters Score -2003732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2003735.375000 Penalty: 4817.884277
	Iteration 39Q: 3 clusters Score -2003735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2003738.625000 Penalty: 4817.884277
	Iteration 40F: 3 clusters Score -2003739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2003738.750000 Penalty: 4817.884277
	Iteration 41Q: 3 clusters Score -2003739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2003742.000000 Penalty: 4817.884277
	Iteration 42Q: 3 clusters Score -2003742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2003740.250000 Penalty: 4817.884277
	Iteration 43Q: 3 clusters Score -2003740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2003738.625000 Penalty: 4817.884277
	Iteration 44Q: 3 clusters Score -2003739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2003737.875000 Penalty: 4817.884277
	Iteration 45Q: 3 clusters Score -2003738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2003738.750000 Penalty: 4817.884277
	Iteration 46Q: 3 clusters Score -2003739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2003739.125000 Penalty: 4817.884277
	Iteration 47Q: 3 clusters Score -2003739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2003741.750000 Penalty: 4817.884277
	Iteration 48Q: 3 clusters Score -2003742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2003747.250000 Penalty: 4817.884277
	Iteration 49Q: 3 clusters Score -2003747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2003747.750000 Penalty: 4817.884277
	Iteration 50Q: 3 clusters Score -2003748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2003747.500000 Penalty: 4817.884277
	Iteration 51Q: 3 clusters Score -2003748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2003747.500000 Penalty: 4817.884277
	Iteration 52Q: 3 clusters Score -2003748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2003751.625000 Penalty: 4817.884277
	Iteration 53Q: 3 clusters Score -2003752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2003755.000000 Penalty: 4817.884277
	Iteration 54Q: 3 clusters Score -2003755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2003752.750000 Penalty: 4817.884277
	Iteration 55Q: 3 clusters Score -2003753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2003752.500000 Penalty: 4817.884277
	Iteration 56Q: 3 clusters Score -2003752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2003749.500000 Penalty: 4817.884277
	Iteration 57Q: 3 clusters Score -2003750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2003752.375000 Penalty: 4817.884277
	Iteration 58Q: 3 clusters Score -2003752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2003754.125000 Penalty: 4817.884277
	Iteration 59Q: 3 clusters Score -2003754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2003751.625000 Penalty: 4817.884277
	Iteration 60F: 3 clusters Score -2003752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2003753.750000 Penalty: 4817.884277
	Iteration 61Q: 3 clusters Score -2003754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2003753.250000 Penalty: 4817.884277
	Iteration 62Q: 3 clusters Score -2003753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2003757.500000 Penalty: 4817.884277
	Iteration 63Q: 3 clusters Score -2003758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2003757.875000 Penalty: 4817.884277
	Iteration 64Q: 3 clusters Score -2003758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2003760.375000 Penalty: 4817.884277
	Iteration 65Q: 3 clusters Score -2003760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2003756.375000 Penalty: 4817.884277
	Iteration 66Q: 3 clusters Score -2003756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2003757.625000 Penalty: 4817.884277
	Iteration 67Q: 3 clusters Score -2003758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2003759.875000 Penalty: 4817.884277
	Iteration 68Q: 3 clusters Score -2003760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2003761.625000 Penalty: 4817.884277
	Iteration 69Q: 3 clusters Score -2003762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2003762.375000 Penalty: 4817.884277
	Iteration 70Q: 3 clusters Score -2003762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2003763.375000 Penalty: 4817.884277
	Iteration 71Q: 3 clusters Score -2003763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2003760.875000 Penalty: 4817.884277
	Iteration 72Q: 3 clusters Score -2003761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2003762.750000 Penalty: 4817.884277
	Iteration 73Q: 3 clusters Score -2003763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2003762.000000 Penalty: 4817.884277
	Iteration 74Q: 3 clusters Score -2003762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2003762.000000 Penalty: 4817.884277
	Iteration 75F: 3 clusters Score -2003762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -1049896.750000 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -1049897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1043355.437500 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -1043355 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1045049.187500 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -1045049 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1045357.375000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -1045357 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1045594.625000 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -1045595 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1045781.187500 Penalty: 4473.453125
	Iteration 4Q: 3 clusters Score -1045781 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1045947.062500 Penalty: 4473.453125
	Iteration 5Q: 3 clusters Score -1045947 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1046135.250000 Penalty: 4473.453125
	Iteration 6Q: 3 clusters Score -1046135 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1046321.437500 Penalty: 4473.453125
	Iteration 7Q: 3 clusters Score -1046321 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1046541.312500 Penalty: 4473.453125
	Iteration 8Q: 3 clusters Score -1046541 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1046831.312500 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -1046831 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1047258.937500 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -1047259 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1047671.437500 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -1047671 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1047965.750000 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -1047966 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1048157.375000 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -1048157 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1048337.500000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -1048338 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1048499.875000 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -1048500 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1048658.125000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -1048658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1048779.750000 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -1048780 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1048877.750000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -1048878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1048985.125000 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -1048985 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1049104.875000 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -1049105 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1049258.000000 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -1049258 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1049414.875000 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -1049415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1049541.000000 Penalty: 4473.453125
	Iteration 23Q: 3 clusters Score -1049541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1049652.500000 Penalty: 4473.453125
	Iteration 24Q: 3 clusters Score -1049652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1049737.500000 Penalty: 4473.453125
	Iteration 25Q: 3 clusters Score -1049738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1049786.625000 Penalty: 4473.453125
	Iteration 26Q: 3 clusters Score -1049787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1049817.125000 Penalty: 4473.453125
	Iteration 27Q: 3 clusters Score -1049817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1049843.750000 Penalty: 4473.453125
	Iteration 28Q: 3 clusters Score -1049844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1049871.000000 Penalty: 4473.453125
	Iteration 29Q: 3 clusters Score -1049871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1049889.250000 Penalty: 4473.453125
	Iteration 30Q: 3 clusters Score -1049889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1049905.250000 Penalty: 4473.453125
	Iteration 31Q: 3 clusters Score -1049905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1049922.000000 Penalty: 4473.453125
	Iteration 32Q: 3 clusters Score -1049922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1049931.000000 Penalty: 4473.453125
	Iteration 33Q: 3 clusters Score -1049931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1049939.750000 Penalty: 4473.453125
	Iteration 34Q: 3 clusters Score -1049940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1049942.500000 Penalty: 4473.453125
	Iteration 35Q: 3 clusters Score -1049942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1049952.375000 Penalty: 4473.453125
	Iteration 36Q: 3 clusters Score -1049952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1049958.125000 Penalty: 4473.453125
	Iteration 37Q: 3 clusters Score -1049958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1049966.500000 Penalty: 4473.453125
	Iteration 38Q: 3 clusters Score -1049966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1049974.875000 Penalty: 4473.453125
	Iteration 39Q: 3 clusters Score -1049975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1049981.250000 Penalty: 4473.453125
	Iteration 40F: 3 clusters Score -1049981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1049986.875000 Penalty: 4473.453125
	Iteration 41Q: 3 clusters Score -1049987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1049993.875000 Penalty: 4473.453125
	Iteration 42Q: 3 clusters Score -1049994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1050003.875000 Penalty: 4473.453125
	Iteration 43Q: 3 clusters Score -1050004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1050010.000000 Penalty: 4473.453125
	Iteration 44Q: 3 clusters Score -1050010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1050020.125000 Penalty: 4473.453125
	Iteration 45Q: 3 clusters Score -1050020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1050030.125000 Penalty: 4473.453125
	Iteration 46Q: 3 clusters Score -1050030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1050039.000000 Penalty: 4473.453125
	Iteration 47Q: 3 clusters Score -1050039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1050043.750000 Penalty: 4473.453125
	Iteration 48Q: 3 clusters Score -1050044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1050047.750000 Penalty: 4473.453125
	Iteration 49Q: 3 clusters Score -1050048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1050053.375000 Penalty: 4473.453125
	Iteration 50Q: 3 clusters Score -1050053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1050065.500000 Penalty: 4473.453125
	Iteration 51Q: 3 clusters Score -1050066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1050073.625000 Penalty: 4473.453125
	Iteration 52Q: 3 clusters Score -1050074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1050082.250000 Penalty: 4473.453125
	Iteration 53Q: 3 clusters Score -1050082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1050088.000000 Penalty: 4473.453125
	Iteration 54Q: 3 clusters Score -1050088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1050102.250000 Penalty: 4473.453125
	Iteration 55Q: 3 clusters Score -1050102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1050120.500000 Penalty: 4473.453125
	Iteration 56Q: 3 clusters Score -1050120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1050139.750000 Penalty: 4473.453125
	Iteration 57Q: 3 clusters Score -1050140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1050161.500000 Penalty: 4473.453125
	Iteration 58Q: 3 clusters Score -1050162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1050182.500000 Penalty: 4473.453125
	Iteration 59Q: 3 clusters Score -1050182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1050200.625000 Penalty: 4473.453125
	Iteration 60F: 3 clusters Score -1050201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1050219.250000 Penalty: 4473.453125
	Iteration 61Q: 3 clusters Score -1050219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1050244.625000 Penalty: 4473.453125
	Iteration 62Q: 3 clusters Score -1050245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1050264.500000 Penalty: 4473.453125
	Iteration 63Q: 3 clusters Score -1050264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1050286.375000 Penalty: 4473.453125
	Iteration 64Q: 3 clusters Score -1050286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1050305.500000 Penalty: 4473.453125
	Iteration 65Q: 3 clusters Score -1050306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1050319.125000 Penalty: 4473.453125
	Iteration 66Q: 3 clusters Score -1050319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1050334.375000 Penalty: 4473.453125
	Iteration 67Q: 3 clusters Score -1050334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1050344.000000 Penalty: 4473.453125
	Iteration 68Q: 3 clusters Score -1050344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1050351.625000 Penalty: 4473.453125
	Iteration 69Q: 3 clusters Score -1050352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1050359.125000 Penalty: 4473.453125
	Iteration 70Q: 3 clusters Score -1050359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1050374.375000 Penalty: 4473.453125
	Iteration 71Q: 3 clusters Score -1050374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1050386.000000 Penalty: 4473.453125
	Iteration 72Q: 3 clusters Score -1050386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1050405.375000 Penalty: 4473.453125
	Iteration 73Q: 3 clusters Score -1050405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1050426.750000 Penalty: 4473.453125
	Iteration 74Q: 3 clusters Score -1050427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1050470.125000 Penalty: 4473.453125
	Iteration 75Q: 3 clusters Score -1050470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1050551.500000 Penalty: 4473.453125
	Iteration 76Q: 3 clusters Score -1050552 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1050685.750000 Penalty: 4473.453125
	Iteration 77Q: 3 clusters Score -1050686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1050936.625000 Penalty: 4473.453125
	Iteration 78Q: 3 clusters Score -1050937 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1051248.625000 Penalty: 4473.453125
	Iteration 79Q: 3 clusters Score -1051249 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1051563.625000 Penalty: 4473.453125
	Iteration 80F: 3 clusters Score -1051564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1051803.750000 Penalty: 4473.453125
	Iteration 81Q: 3 clusters Score -1051804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1051858.250000 Penalty: 4473.453125
	Iteration 82Q: 3 clusters Score -1051858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1051877.250000 Penalty: 4473.453125
	Iteration 83Q: 3 clusters Score -1051877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1051880.875000 Penalty: 4473.453125
	Iteration 84Q: 3 clusters Score -1051881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1051883.000000 Penalty: 4473.453125
	Iteration 85Q: 3 clusters Score -1051883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1051882.375000 Penalty: 4473.453125
	Iteration 86Q: 3 clusters Score -1051882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1051883.625000 Penalty: 4473.453125
	Iteration 87Q: 3 clusters Score -1051884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1051883.375000 Penalty: 4473.453125
	Iteration 88Q: 3 clusters Score -1051883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1051883.375000 Penalty: 4473.453125
	Iteration 89Q: 3 clusters Score -1051883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1051883.375000 Penalty: 4473.453125
	Iteration 90F: 3 clusters Score -1051883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 3650 members 
Entering Unmasked Estep 
Score: -111254248.000000 Penalty: 129019.851562
Splitting cluster 25 changes total score from -111247752.000000 to -111254248.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -159234.796875 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -159234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -157175.281250 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -157175.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -157934.359375 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -157934.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158263.296875 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -158263.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -158494.968750 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -158495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -158685.484375 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -158685.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -158821.296875 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -158821.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -158929.593750 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -158929.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -158972.578125 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -158972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158984.640625 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -158984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -159004.828125 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -159004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -159015.484375 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -159015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -159021.890625 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -159021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -159023.781250 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -159023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -159025.281250 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -159025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -159025.281250 Penalty: 3568.812988
	Iteration 14F: 3 clusters Score -159025.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Entering Unmasked Estep 
Score: -3153712.750000 Penalty: 2505.115723
	Iteration 0F: 2 clusters Score -3153713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3136865.000000 Penalty: 5010.231445
	Iteration 0F: 3 clusters Score -3136865 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3142818.250000 Penalty: 5010.231445
	Iteration 1F: 3 clusters Score -3142818 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3143340.000000 Penalty: 5010.231445
	Iteration 2F: 3 clusters Score -3143340 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3143785.500000 Penalty: 5010.231445
	Iteration 3Q: 3 clusters Score -3143786 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3144257.500000 Penalty: 5010.231445
	Iteration 4Q: 3 clusters Score -3144258 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3144804.500000 Penalty: 5010.231445
	Iteration 5Q: 3 clusters Score -3144804 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3145391.500000 Penalty: 5010.231445
	Iteration 6Q: 3 clusters Score -3145392 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3145952.500000 Penalty: 5010.231445
	Iteration 7Q: 3 clusters Score -3145952 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3146431.250000 Penalty: 5010.231445
	Iteration 8Q: 3 clusters Score -3146431 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3146878.500000 Penalty: 5010.231445
	Iteration 9Q: 3 clusters Score -3146878 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3147221.500000 Penalty: 5010.231445
	Iteration 10Q: 3 clusters Score -3147222 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3147470.250000 Penalty: 5010.231445
	Iteration 11Q: 3 clusters Score -3147470 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3147617.750000 Penalty: 5010.231445
	Iteration 12Q: 3 clusters Score -3147618 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3147738.500000 Penalty: 5010.231445
	Iteration 13Q: 3 clusters Score -3147738 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3147847.000000 Penalty: 5010.231445
	Iteration 14Q: 3 clusters Score -3147847 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3147904.250000 Penalty: 5010.231445
	Iteration 15Q: 3 clusters Score -3147904 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3147965.750000 Penalty: 5010.231445
	Iteration 16Q: 3 clusters Score -3147966 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3148028.250000 Penalty: 5010.231445
	Iteration 17Q: 3 clusters Score -3148028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3148093.500000 Penalty: 5010.231445
	Iteration 18Q: 3 clusters Score -3148094 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3148149.750000 Penalty: 5010.231445
	Iteration 19Q: 3 clusters Score -3148150 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3148234.750000 Penalty: 5010.231445
	Iteration 20F: 3 clusters Score -3148235 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3148325.500000 Penalty: 5010.231445
	Iteration 21Q: 3 clusters Score -3148326 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3148422.250000 Penalty: 5010.231445
	Iteration 22Q: 3 clusters Score -3148422 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3148559.750000 Penalty: 5010.231445
	Iteration 23Q: 3 clusters Score -3148560 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3148761.000000 Penalty: 5010.231445
	Iteration 24Q: 3 clusters Score -3148761 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3149135.750000 Penalty: 5010.231445
	Iteration 25Q: 3 clusters Score -3149136 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3149762.500000 Penalty: 5010.231445
	Iteration 26Q: 3 clusters Score -3149762 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3150358.000000 Penalty: 5010.231445
	Iteration 27Q: 3 clusters Score -3150358 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3150662.000000 Penalty: 5010.231445
	Iteration 28Q: 3 clusters Score -3150662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3150840.500000 Penalty: 5010.231445
	Iteration 29Q: 3 clusters Score -3150840 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3150971.500000 Penalty: 5010.231445
	Iteration 30Q: 3 clusters Score -3150972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3151059.250000 Penalty: 5010.231445
	Iteration 31Q: 3 clusters Score -3151059 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3151154.000000 Penalty: 5010.231445
	Iteration 32Q: 3 clusters Score -3151154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3151207.250000 Penalty: 5010.231445
	Iteration 33Q: 3 clusters Score -3151207 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3151242.250000 Penalty: 5010.231445
	Iteration 34Q: 3 clusters Score -3151242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3151268.250000 Penalty: 5010.231445
	Iteration 35Q: 3 clusters Score -3151268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3151289.250000 Penalty: 5010.231445
	Iteration 36Q: 3 clusters Score -3151289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3151309.750000 Penalty: 5010.231445
	Iteration 37Q: 3 clusters Score -3151310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3151323.500000 Penalty: 5010.231445
	Iteration 38Q: 3 clusters Score -3151324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3151341.500000 Penalty: 5010.231445
	Iteration 39Q: 3 clusters Score -3151342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3151362.000000 Penalty: 5010.231445
	Iteration 40F: 3 clusters Score -3151362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3151373.750000 Penalty: 5010.231445
	Iteration 41Q: 3 clusters Score -3151374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3151385.750000 Penalty: 5010.231445
	Iteration 42Q: 3 clusters Score -3151386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3151395.750000 Penalty: 5010.231445
	Iteration 43Q: 3 clusters Score -3151396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3151400.250000 Penalty: 5010.231445
	Iteration 44Q: 3 clusters Score -3151400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3151401.250000 Penalty: 5010.231445
	Iteration 45Q: 3 clusters Score -3151401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3151407.000000 Penalty: 5010.231445
	Iteration 46Q: 3 clusters Score -3151407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3151414.750000 Penalty: 5010.231445
	Iteration 47Q: 3 clusters Score -3151415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3151418.500000 Penalty: 5010.231445
	Iteration 48Q: 3 clusters Score -3151418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3151421.500000 Penalty: 5010.231445
	Iteration 49Q: 3 clusters Score -3151422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3151432.750000 Penalty: 5010.231445
	Iteration 50Q: 3 clusters Score -3151433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3151436.750000 Penalty: 5010.231445
	Iteration 51Q: 3 clusters Score -3151437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3151442.000000 Penalty: 5010.231445
	Iteration 52Q: 3 clusters Score -3151442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3151442.500000 Penalty: 5010.231445
	Iteration 53Q: 3 clusters Score -3151442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3151448.000000 Penalty: 5010.231445
	Iteration 54Q: 3 clusters Score -3151448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3151456.000000 Penalty: 5010.231445
	Iteration 55Q: 3 clusters Score -3151456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3151451.250000 Penalty: 5010.231445
	Iteration 56Q: 3 clusters Score -3151451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3151454.750000 Penalty: 5010.231445
	Iteration 57Q: 3 clusters Score -3151455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3151454.500000 Penalty: 5010.231445
	Iteration 58Q: 3 clusters Score -3151454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3151461.500000 Penalty: 5010.231445
	Iteration 59Q: 3 clusters Score -3151462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3151466.250000 Penalty: 5010.231445
	Iteration 60F: 3 clusters Score -3151466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3151463.500000 Penalty: 5010.231445
	Iteration 61Q: 3 clusters Score -3151464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3151475.750000 Penalty: 5010.231445
	Iteration 62Q: 3 clusters Score -3151476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3151480.750000 Penalty: 5010.231445
	Iteration 63Q: 3 clusters Score -3151481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3151488.000000 Penalty: 5010.231445
	Iteration 64Q: 3 clusters Score -3151488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3151486.250000 Penalty: 5010.231445
	Iteration 65Q: 3 clusters Score -3151486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3151485.250000 Penalty: 5010.231445
	Iteration 66Q: 3 clusters Score -3151485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3151490.250000 Penalty: 5010.231445
	Iteration 67Q: 3 clusters Score -3151490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3151487.250000 Penalty: 5010.231445
	Iteration 68Q: 3 clusters Score -3151487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3151487.250000 Penalty: 5010.231445
	Iteration 69Q: 3 clusters Score -3151487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3151488.250000 Penalty: 5010.231445
	Iteration 70Q: 3 clusters Score -3151488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3151488.750000 Penalty: 5010.231445
	Iteration 71Q: 3 clusters Score -3151489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3151490.500000 Penalty: 5010.231445
	Iteration 72Q: 3 clusters Score -3151490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3151490.250000 Penalty: 5010.231445
	Iteration 73Q: 3 clusters Score -3151490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3151490.250000 Penalty: 5010.231445
	Iteration 74F: 3 clusters Score -3151490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -267026.125000 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -267026.1 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 1257 members 
Entering Unmasked Estep 
Score: -264223.218750 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -264223.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -265184.468750 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -265184.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -265654.843750 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -265654.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265930.937500 Penalty: 3874.939697
	Iteration 3F: 3 clusters Score -265930.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -266213.812500 Penalty: 3874.939697
	Iteration 4F: 3 clusters Score -266213.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266529.687500 Penalty: 3874.939697
	Iteration 5F: 3 clusters Score -266529.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266721.687500 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -266721.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -266874.125000 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -266874.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267024.250000 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -267024.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267197.062500 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -267197.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267379.156250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -267379.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -267489.531250 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -267489.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267575.062500 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -267575.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -267622.093750 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -267622.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -267649.031250 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -267649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -267670.531250 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -267670.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -267679.031250 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -267679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267686.718750 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -267686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -267690.562500 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -267690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267690.281250 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -267690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267696.343750 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -267696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -267700.437500 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -267700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -267708.718750 Penalty: 3874.939697
	Iteration 22Q: 3 clusters Score -267708.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -267712.531250 Penalty: 3874.939697
	Iteration 23Q: 3 clusters Score -267712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -267714.750000 Penalty: 3874.939697
	Iteration 24Q: 3 clusters Score -267714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -267716.718750 Penalty: 3874.939697
	Iteration 25Q: 3 clusters Score -267716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267718.812500 Penalty: 3874.939697
	Iteration 26Q: 3 clusters Score -267718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -267720.125000 Penalty: 3874.939697
	Iteration 27Q: 3 clusters Score -267720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -267723.718750 Penalty: 3874.939697
	Iteration 28Q: 3 clusters Score -267723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -267727.937500 Penalty: 3874.939697
	Iteration 29Q: 3 clusters Score -267727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -267734.781250 Penalty: 3874.939697
	Iteration 30Q: 3 clusters Score -267734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -267740.031250 Penalty: 3874.939697
	Iteration 31Q: 3 clusters Score -267740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -267743.343750 Penalty: 3874.939697
	Iteration 32Q: 3 clusters Score -267743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -267744.437500 Penalty: 3874.939697
	Iteration 33Q: 3 clusters Score -267744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -267745.031250 Penalty: 3874.939697
	Iteration 34Q: 3 clusters Score -267745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -267745.375000 Penalty: 3874.939697
	Iteration 35Q: 3 clusters Score -267745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -267746.375000 Penalty: 3874.939697
	Iteration 36Q: 3 clusters Score -267746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -267748.062500 Penalty: 3874.939697
	Iteration 37Q: 3 clusters Score -267748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -267750.093750 Penalty: 3874.939697
	Iteration 38Q: 3 clusters Score -267750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267753.125000 Penalty: 3874.939697
	Iteration 39Q: 3 clusters Score -267753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -267754.250000 Penalty: 3874.939697
	Iteration 40F: 3 clusters Score -267754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -267754.937500 Penalty: 3874.939697
	Iteration 41Q: 3 clusters Score -267754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -267755.250000 Penalty: 3874.939697
	Iteration 42Q: 3 clusters Score -267755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -267756.531250 Penalty: 3874.939697
	Iteration 43Q: 3 clusters Score -267756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -267758.531250 Penalty: 3874.939697
	Iteration 44Q: 3 clusters Score -267758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -267759.625000 Penalty: 3874.939697
	Iteration 45Q: 3 clusters Score -267759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -267760.437500 Penalty: 3874.939697
	Iteration 46Q: 3 clusters Score -267760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -267761.375000 Penalty: 3874.939697
	Iteration 47Q: 3 clusters Score -267761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267762.531250 Penalty: 3874.939697
	Iteration 48Q: 3 clusters Score -267762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267762.750000 Penalty: 3874.939697
	Iteration 49Q: 3 clusters Score -267762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267763.718750 Penalty: 3874.939697
	Iteration 50Q: 3 clusters Score -267763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -267763.718750 Penalty: 3874.939697
	Iteration 51Q: 3 clusters Score -267763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -267763.937500 Penalty: 3874.939697
	Iteration 52Q: 3 clusters Score -267763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -267763.937500 Penalty: 3874.939697
	Iteration 53F: 3 clusters Score -267763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 4850 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 3650 members 
Mstep: Class 39 contains 781 members 
Entering Unmasked Estep 
Score: -111253712.000000 Penalty: 132415.109375
Splitting cluster 28 changes total score from -111247752.000000 to -111253712.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (120316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Entering Unmasked Estep 
Score: -15693192.000000 Penalty: 2901.073486
	Iteration 0F: 2 clusters Score -1.569319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -15612874.000000 Penalty: 5802.146973
	Iteration 0F: 3 clusters Score -1.561287e+07 nChanged 57204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -15646572.000000 Penalty: 5802.146973
	Iteration 1F: 3 clusters Score -1.564657e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -15648190.000000 Penalty: 5802.146973
	Iteration 2Q: 3 clusters Score -1.564819e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -15650597.000000 Penalty: 5802.146973
	Iteration 3Q: 3 clusters Score -1.56506e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -15654030.000000 Penalty: 5802.146973
	Iteration 4F: 3 clusters Score -1.565403e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -15658827.000000 Penalty: 5802.146973
	Iteration 5F: 3 clusters Score -1.565883e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -15664513.000000 Penalty: 5802.146973
	Iteration 6F: 3 clusters Score -1.566451e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -15670372.000000 Penalty: 5802.146973
	Iteration 7F: 3 clusters Score -1.567037e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -15675178.000000 Penalty: 5802.146973
	Iteration 8F: 3 clusters Score -1.567518e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -15679142.000000 Penalty: 5802.146973
	Iteration 9Q: 3 clusters Score -1.567914e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -15682374.000000 Penalty: 5802.146973
	Iteration 10Q: 3 clusters Score -1.568237e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -15685037.000000 Penalty: 5802.146973
	Iteration 11Q: 3 clusters Score -1.568504e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -15687238.000000 Penalty: 5802.146973
	Iteration 12Q: 3 clusters Score -1.568724e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115861 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -15688620.000000 Penalty: 5802.146973
	Iteration 13Q: 3 clusters Score -1.568862e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -15689538.000000 Penalty: 5802.146973
	Iteration 14Q: 3 clusters Score -1.568954e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -15690104.000000 Penalty: 5802.146973
	Iteration 15Q: 3 clusters Score -1.56901e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15690382.000000 Penalty: 5802.146973
	Iteration 16Q: 3 clusters Score -1.569038e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15690555.000000 Penalty: 5802.146973
	Iteration 17Q: 3 clusters Score -1.569056e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15690676.000000 Penalty: 5802.146973
	Iteration 18Q: 3 clusters Score -1.569068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15690734.000000 Penalty: 5802.146973
	Iteration 19Q: 3 clusters Score -1.569073e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -15690806.000000 Penalty: 5802.146973
	Iteration 20F: 3 clusters Score -1.569081e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119174 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15690840.000000 Penalty: 5802.146973
	Iteration 21Q: 3 clusters Score -1.569084e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15690874.000000 Penalty: 5802.146973
	Iteration 22Q: 3 clusters Score -1.569087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -15690891.000000 Penalty: 5802.146973
	Iteration 23Q: 3 clusters Score -1.569089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15690915.000000 Penalty: 5802.146973
	Iteration 24Q: 3 clusters Score -1.569092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -15690923.000000 Penalty: 5802.146973
	Iteration 25Q: 3 clusters Score -1.569092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15690916.000000 Penalty: 5802.146973
	Iteration 26Q: 3 clusters Score -1.569092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15690929.000000 Penalty: 5802.146973
	Iteration 27Q: 3 clusters Score -1.569093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15690935.000000 Penalty: 5802.146973
	Iteration 28Q: 3 clusters Score -1.569094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119279 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15690933.000000 Penalty: 5802.146973
	Iteration 29Q: 3 clusters Score -1.569093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15690930.000000 Penalty: 5802.146973
	Iteration 30Q: 3 clusters Score -1.569093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119289 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15690924.000000 Penalty: 5802.146973
	Iteration 31Q: 3 clusters Score -1.569092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15690921.000000 Penalty: 5802.146973
	Iteration 32Q: 3 clusters Score -1.569092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15690935.000000 Penalty: 5802.146973
	Iteration 33Q: 3 clusters Score -1.569094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15690939.000000 Penalty: 5802.146973
	Iteration 34Q: 3 clusters Score -1.569094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119311 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -15690946.000000 Penalty: 5802.146973
	Iteration 35Q: 3 clusters Score -1.569095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119315 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15690950.000000 Penalty: 5802.146973
	Iteration 36Q: 3 clusters Score -1.569095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119320 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15690960.000000 Penalty: 5802.146973
	Iteration 37Q: 3 clusters Score -1.569096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15690954.000000 Penalty: 5802.146973
	Iteration 38Q: 3 clusters Score -1.569095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119327 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -15690953.000000 Penalty: 5802.146973
	Iteration 39Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15690961.000000 Penalty: 5802.146973
	Iteration 40F: 3 clusters Score -1.569096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15690944.000000 Penalty: 5802.146973
	Iteration 41Q: 3 clusters Score -1.569094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15690948.000000 Penalty: 5802.146973
	Iteration 42Q: 3 clusters Score -1.569095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15690948.000000 Penalty: 5802.146973
	Iteration 43F: 3 clusters Score -1.569095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Entering Unmasked Estep 
Score: -5982465.500000 Penalty: 2663.331787
	Iteration 0F: 2 clusters Score -5982466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -5951380.500000 Penalty: 5326.663574
	Iteration 0F: 3 clusters Score -5951380 nChanged 21135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5962847.500000 Penalty: 5326.663574
	Iteration 1F: 3 clusters Score -5962848 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5963465.000000 Penalty: 5326.663574
	Iteration 2Q: 3 clusters Score -5963465 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5964132.000000 Penalty: 5326.663574
	Iteration 3Q: 3 clusters Score -5964132 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5964902.000000 Penalty: 5326.663574
	Iteration 4Q: 3 clusters Score -5964902 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5965856.000000 Penalty: 5326.663574
	Iteration 5Q: 3 clusters Score -5965856 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5967080.500000 Penalty: 5326.663574
	Iteration 6Q: 3 clusters Score -5967080 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5968261.000000 Penalty: 5326.663574
	Iteration 7F: 3 clusters Score -5968261 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5969350.000000 Penalty: 5326.663574
	Iteration 8Q: 3 clusters Score -5969350 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5970326.500000 Penalty: 5326.663574
	Iteration 9Q: 3 clusters Score -5970326 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5971095.000000 Penalty: 5326.663574
	Iteration 10Q: 3 clusters Score -5971095 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -5971711.000000 Penalty: 5326.663574
	Iteration 11Q: 3 clusters Score -5971711 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -5972267.500000 Penalty: 5326.663574
	Iteration 12Q: 3 clusters Score -5972268 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -5972740.000000 Penalty: 5326.663574
	Iteration 13Q: 3 clusters Score -5972740 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5973255.000000 Penalty: 5326.663574
	Iteration 14Q: 3 clusters Score -5973255 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5973784.500000 Penalty: 5326.663574
	Iteration 15Q: 3 clusters Score -5973784 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -5974364.000000 Penalty: 5326.663574
	Iteration 16Q: 3 clusters Score -5974364 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -5975051.000000 Penalty: 5326.663574
	Iteration 17Q: 3 clusters Score -5975051 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -5975793.500000 Penalty: 5326.663574
	Iteration 18Q: 3 clusters Score -5975794 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -5976593.000000 Penalty: 5326.663574
	Iteration 19Q: 3 clusters Score -5976593 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -5977378.500000 Penalty: 5326.663574
	Iteration 20F: 3 clusters Score -5977378 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5978040.000000 Penalty: 5326.663574
	Iteration 21Q: 3 clusters Score -5978040 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5978709.000000 Penalty: 5326.663574
	Iteration 22Q: 3 clusters Score -5978709 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5979306.000000 Penalty: 5326.663574
	Iteration 23Q: 3 clusters Score -5979306 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5979783.000000 Penalty: 5326.663574
	Iteration 24Q: 3 clusters Score -5979783 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5980228.500000 Penalty: 5326.663574
	Iteration 25Q: 3 clusters Score -5980228 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5980480.000000 Penalty: 5326.663574
	Iteration 26Q: 3 clusters Score -5980480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5980625.000000 Penalty: 5326.663574
	Iteration 27Q: 3 clusters Score -5980625 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5980765.000000 Penalty: 5326.663574
	Iteration 28Q: 3 clusters Score -5980765 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5980842.000000 Penalty: 5326.663574
	Iteration 29Q: 3 clusters Score -5980842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5980883.500000 Penalty: 5326.663574
	Iteration 30Q: 3 clusters Score -5980884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5980905.000000 Penalty: 5326.663574
	Iteration 31Q: 3 clusters Score -5980905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5980903.000000 Penalty: 5326.663574
	Iteration 32Q: 3 clusters Score -5980903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5980928.000000 Penalty: 5326.663574
	Iteration 33Q: 3 clusters Score -5980928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5980952.500000 Penalty: 5326.663574
	Iteration 34Q: 3 clusters Score -5980952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5980961.000000 Penalty: 5326.663574
	Iteration 35Q: 3 clusters Score -5980961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5980962.000000 Penalty: 5326.663574
	Iteration 36Q: 3 clusters Score -5980962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5980971.000000 Penalty: 5326.663574
	Iteration 37Q: 3 clusters Score -5980971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5980974.000000 Penalty: 5326.663574
	Iteration 38Q: 3 clusters Score -5980974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5980974.500000 Penalty: 5326.663574
	Iteration 39Q: 3 clusters Score -5980974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5980979.000000 Penalty: 5326.663574
	Iteration 40F: 3 clusters Score -5980979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5980994.000000 Penalty: 5326.663574
	Iteration 41Q: 3 clusters Score -5980994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5980995.000000 Penalty: 5326.663574
	Iteration 42Q: 3 clusters Score -5980995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5980997.500000 Penalty: 5326.663574
	Iteration 43Q: 3 clusters Score -5980998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5981003.500000 Penalty: 5326.663574
	Iteration 44Q: 3 clusters Score -5981004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5981004.000000 Penalty: 5326.663574
	Iteration 45Q: 3 clusters Score -5981004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5981009.000000 Penalty: 5326.663574
	Iteration 46Q: 3 clusters Score -5981009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5981006.500000 Penalty: 5326.663574
	Iteration 47Q: 3 clusters Score -5981006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5981000.500000 Penalty: 5326.663574
	Iteration 48Q: 3 clusters Score -5981000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5981003.500000 Penalty: 5326.663574
	Iteration 49Q: 3 clusters Score -5981004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5981001.000000 Penalty: 5326.663574
	Iteration 50Q: 3 clusters Score -5981001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5980996.500000 Penalty: 5326.663574
	Iteration 51Q: 3 clusters Score -5980996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5980995.500000 Penalty: 5326.663574
	Iteration 52Q: 3 clusters Score -5980996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5980996.500000 Penalty: 5326.663574
	Iteration 53Q: 3 clusters Score -5980996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5980996.500000 Penalty: 5326.663574
	Iteration 54F: 3 clusters Score -5980996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -560531.000000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -560531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -556130.937500 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -556130.9 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -557416.937500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -557416.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -557921.125000 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -557921.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -558554.625000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -558554.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -559220.562500 Penalty: 4209.420410
	Iteration 4F: 3 clusters Score -559220.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -559774.125000 Penalty: 4209.420410
	Iteration 5F: 3 clusters Score -559774.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -560101.500000 Penalty: 4209.420410
	Iteration 6F: 3 clusters Score -560101.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -560280.125000 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -560280.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -560357.125000 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -560357.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -560401.812500 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -560401.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -560435.875000 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -560435.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -560462.750000 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -560462.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -560488.125000 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -560488.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -560514.187500 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -560514.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -560525.125000 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -560525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -560530.000000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -560530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -560534.625000 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -560534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -560539.500000 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -560539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -560541.500000 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -560541.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -560546.000000 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -560546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -560548.437500 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -560548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -560549.062500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -560549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -560550.500000 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -560550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -560551.625000 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -560551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -560552.687500 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -560552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -560553.437500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -560553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -560554.375000 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -560554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -560554.187500 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -560554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -560555.562500 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -560555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -560555.562500 Penalty: 4209.420410
	Iteration 29F: 3 clusters Score -560555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 1762 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 3650 members 
Mstep: Class 39 contains 781 members 
Mstep: Class 40 contains 3088 members 
Entering Unmasked Estep 
Score: -111252496.000000 Penalty: 135810.375000
Splitting cluster 31 changes total score from -111247752.000000 to -111252496.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 32 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -619989.437500 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -619989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -615429.750000 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -615429.8 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -616582.187500 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -616582.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -616919.375000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -616919.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -617261.375000 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -617261.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -617732.437500 Penalty: 4230.542480
	Iteration 4F: 3 clusters Score -617732.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -618327.500000 Penalty: 4230.542480
	Iteration 5F: 3 clusters Score -618327.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -618842.625000 Penalty: 4230.542480
	Iteration 6F: 3 clusters Score -618842.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -619274.125000 Penalty: 4230.542480
	Iteration 7F: 3 clusters Score -619274.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -619683.125000 Penalty: 4230.542480
	Iteration 8F: 3 clusters Score -619683.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -620064.562500 Penalty: 4230.542480
	Iteration 9F: 3 clusters Score -620064.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -620415.000000 Penalty: 4230.542480
	Iteration 10F: 3 clusters Score -620415 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -620682.937500 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -620682.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -620820.625000 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -620820.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -620886.000000 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -620886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -620918.000000 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -620918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -620936.937500 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -620936.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -620952.437500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -620952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -620958.812500 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -620958.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -620967.562500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -620967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -620969.875000 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -620969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -620971.062500 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -620971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 1762 members 
Mstep: Class 32 contains 3435 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 3650 members 
Mstep: Class 39 contains 781 members 
Mstep: Class 40 contains 3088 members 
Mstep: Class 41 contains 1626 members 
Entering Unmasked Estep 
Score: -111252232.000000 Penalty: 139205.625000
Splitting cluster 32 changes total score from -111247752.000000 to -111252232.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 33 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -127729.781250 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -127729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125840.140625 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -125840.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -126155.210938 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -126155.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126356.500000 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -126356.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126638.031250 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -126638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127052.726562 Penalty: 3439.460938
	Iteration 4F: 3 clusters Score -127052.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127525.078125 Penalty: 3439.460938
	Iteration 5F: 3 clusters Score -127525.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127682.031250 Penalty: 3439.460938
	Iteration 6F: 3 clusters Score -127682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127758.203125 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -127758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -127798.296875 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -127798.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -127814.460938 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -127814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127822.679688 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -127822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127825.234375 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -127825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -127828.328125 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -127828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127831.812500 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -127831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127835.078125 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -127835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -127844.937500 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -127844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127855.179688 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -127855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -127888.781250 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -127888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127929.500000 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -127929.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127962.515625 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -127962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127974.570312 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -127974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -127980.562500 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -127980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127985.210938 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -127985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127990.539062 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -127990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127990.539062 Penalty: 3439.460938
	Iteration 24F: 3 clusters Score -127990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 1762 members 
Mstep: Class 32 contains 3435 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 3650 members 
Mstep: Class 39 contains 781 members 
Mstep: Class 40 contains 3088 members 
Mstep: Class 41 contains 1626 members 
Mstep: Class 42 contains 751 members 
Entering Unmasked Estep 
Score: -111250816.000000 Penalty: 142600.890625
Splitting cluster 33 changes total score from -111247752.000000 to -111250816.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 34 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -405055.343750 Penalty: 1995.544312
	Iteration 0F: 2 clusters Score -405055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -401758.000000 Penalty: 3991.088623
	Iteration 0F: 3 clusters Score -401758 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -402438.968750 Penalty: 3991.088623
	Iteration 1F: 3 clusters Score -402439 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -402598.531250 Penalty: 3991.088623
	Iteration 2F: 3 clusters Score -402598.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -402674.218750 Penalty: 3991.088623
	Iteration 3Q: 3 clusters Score -402674.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -402726.687500 Penalty: 3991.088623
	Iteration 4Q: 3 clusters Score -402726.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -402762.250000 Penalty: 3991.088623
	Iteration 5Q: 3 clusters Score -402762.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -402792.843750 Penalty: 3991.088623
	Iteration 6Q: 3 clusters Score -402792.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -402816.437500 Penalty: 3991.088623
	Iteration 7Q: 3 clusters Score -402816.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -402828.406250 Penalty: 3991.088623
	Iteration 8Q: 3 clusters Score -402828.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -402844.875000 Penalty: 3991.088623
	Iteration 9Q: 3 clusters Score -402844.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -402857.812500 Penalty: 3991.088623
	Iteration 10Q: 3 clusters Score -402857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402878.625000 Penalty: 3991.088623
	Iteration 11Q: 3 clusters Score -402878.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402900.062500 Penalty: 3991.088623
	Iteration 12Q: 3 clusters Score -402900.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -402919.562500 Penalty: 3991.088623
	Iteration 13Q: 3 clusters Score -402919.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -402946.031250 Penalty: 3991.088623
	Iteration 14Q: 3 clusters Score -402946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -402966.187500 Penalty: 3991.088623
	Iteration 15Q: 3 clusters Score -402966.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -402983.875000 Penalty: 3991.088623
	Iteration 16Q: 3 clusters Score -402983.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -403005.406250 Penalty: 3991.088623
	Iteration 17Q: 3 clusters Score -403005.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -403028.062500 Penalty: 3991.088623
	Iteration 18Q: 3 clusters Score -403028.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -403046.031250 Penalty: 3991.088623
	Iteration 19Q: 3 clusters Score -403046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -403063.218750 Penalty: 3991.088623
	Iteration 20F: 3 clusters Score -403063.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -403080.937500 Penalty: 3991.088623
	Iteration 21Q: 3 clusters Score -403080.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -403094.000000 Penalty: 3991.088623
	Iteration 22Q: 3 clusters Score -403094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -403103.531250 Penalty: 3991.088623
	Iteration 23Q: 3 clusters Score -403103.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -403111.156250 Penalty: 3991.088623
	Iteration 24Q: 3 clusters Score -403111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -403114.750000 Penalty: 3991.088623
	Iteration 25Q: 3 clusters Score -403114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -403119.562500 Penalty: 3991.088623
	Iteration 26Q: 3 clusters Score -403119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -403128.062500 Penalty: 3991.088623
	Iteration 27Q: 3 clusters Score -403128.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -403135.250000 Penalty: 3991.088623
	Iteration 28Q: 3 clusters Score -403135.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -403147.156250 Penalty: 3991.088623
	Iteration 29Q: 3 clusters Score -403147.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -403161.250000 Penalty: 3991.088623
	Iteration 30Q: 3 clusters Score -403161.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -403169.718750 Penalty: 3991.088623
	Iteration 31Q: 3 clusters Score -403169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -403177.468750 Penalty: 3991.088623
	Iteration 32Q: 3 clusters Score -403177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -403183.281250 Penalty: 3991.088623
	Iteration 33Q: 3 clusters Score -403183.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -403186.875000 Penalty: 3991.088623
	Iteration 34Q: 3 clusters Score -403186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -403191.000000 Penalty: 3991.088623
	Iteration 35Q: 3 clusters Score -403191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -403194.250000 Penalty: 3991.088623
	Iteration 36Q: 3 clusters Score -403194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -403196.968750 Penalty: 3991.088623
	Iteration 37Q: 3 clusters Score -403197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -403199.812500 Penalty: 3991.088623
	Iteration 38Q: 3 clusters Score -403199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -403201.093750 Penalty: 3991.088623
	Iteration 39Q: 3 clusters Score -403201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -403207.687500 Penalty: 3991.088623
	Iteration 40F: 3 clusters Score -403207.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -403213.968750 Penalty: 3991.088623
	Iteration 41Q: 3 clusters Score -403214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -403220.562500 Penalty: 3991.088623
	Iteration 42Q: 3 clusters Score -403220.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -403226.625000 Penalty: 3991.088623
	Iteration 43Q: 3 clusters Score -403226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -403233.031250 Penalty: 3991.088623
	Iteration 44Q: 3 clusters Score -403233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -403240.718750 Penalty: 3991.088623
	Iteration 45Q: 3 clusters Score -403240.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -403247.406250 Penalty: 3991.088623
	Iteration 46Q: 3 clusters Score -403247.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -403254.281250 Penalty: 3991.088623
	Iteration 47Q: 3 clusters Score -403254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -403259.312500 Penalty: 3991.088623
	Iteration 48Q: 3 clusters Score -403259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -403263.250000 Penalty: 3991.088623
	Iteration 49Q: 3 clusters Score -403263.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -403271.156250 Penalty: 3991.088623
	Iteration 50Q: 3 clusters Score -403271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -403279.437500 Penalty: 3991.088623
	Iteration 51Q: 3 clusters Score -403279.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -403288.875000 Penalty: 3991.088623
	Iteration 52Q: 3 clusters Score -403288.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -403300.218750 Penalty: 3991.088623
	Iteration 53Q: 3 clusters Score -403300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -403307.000000 Penalty: 3991.088623
	Iteration 54Q: 3 clusters Score -403307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -403311.000000 Penalty: 3991.088623
	Iteration 55Q: 3 clusters Score -403311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -403314.843750 Penalty: 3991.088623
	Iteration 56Q: 3 clusters Score -403314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -403319.750000 Penalty: 3991.088623
	Iteration 57Q: 3 clusters Score -403319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -403323.000000 Penalty: 3991.088623
	Iteration 58Q: 3 clusters Score -403323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -403327.437500 Penalty: 3991.088623
	Iteration 59Q: 3 clusters Score -403327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -403334.406250 Penalty: 3991.088623
	Iteration 60F: 3 clusters Score -403334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -403338.312500 Penalty: 3991.088623
	Iteration 61Q: 3 clusters Score -403338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -403342.562500 Penalty: 3991.088623
	Iteration 62Q: 3 clusters Score -403342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -403345.968750 Penalty: 3991.088623
	Iteration 63Q: 3 clusters Score -403346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -403350.125000 Penalty: 3991.088623
	Iteration 64Q: 3 clusters Score -403350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -403352.437500 Penalty: 3991.088623
	Iteration 65Q: 3 clusters Score -403352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -403355.531250 Penalty: 3991.088623
	Iteration 66Q: 3 clusters Score -403355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -403359.468750 Penalty: 3991.088623
	Iteration 67Q: 3 clusters Score -403359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -403364.406250 Penalty: 3991.088623
	Iteration 68Q: 3 clusters Score -403364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -403367.812500 Penalty: 3991.088623
	Iteration 69Q: 3 clusters Score -403367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -403371.125000 Penalty: 3991.088623
	Iteration 70Q: 3 clusters Score -403371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -403372.562500 Penalty: 3991.088623
	Iteration 71Q: 3 clusters Score -403372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -403376.718750 Penalty: 3991.088623
	Iteration 72Q: 3 clusters Score -403376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -403378.218750 Penalty: 3991.088623
	Iteration 73Q: 3 clusters Score -403378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -403380.250000 Penalty: 3991.088623
	Iteration 74Q: 3 clusters Score -403380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -403380.156250 Penalty: 3991.088623
	Iteration 75Q: 3 clusters Score -403380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -403380.343750 Penalty: 3991.088623
	Iteration 76Q: 3 clusters Score -403380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -403380.343750 Penalty: 3991.088623
	Iteration 77F: 3 clusters Score -403380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 162320 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 90880 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 120316 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 1762 members 
Mstep: Class 32 contains 3435 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 3123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111254544.000000 Penalty: 142600.890625
Iteration 79Q: 43 clusters Score -1.112545e+08 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 18326 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 68422 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 162786 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 52374 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 14824 members 
Mstep: Class 17 contains 7389 members 
Mstep: Class 18 contains 90819 members 
Mstep: Class 19 contains 11448 members 
Mstep: Class 20 contains 82852 members 
Mstep: Class 21 contains 17709 members 
Mstep: Class 22 contains 43124 members 
Mstep: Class 23 contains 8177 members 
Mstep: Class 24 contains 16596 members 
Mstep: Class 25 contains 4772 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24344 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 120378 members 
Mstep: Class 30 contains 46193 members 
Mstep: Class 31 contains 1769 members 
Mstep: Class 32 contains 3524 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 3156 members 
Mstep: Class 35 contains 7265 members 
Mstep: Class 36 contains 8928 members 
Mstep: Class 37 contains 5348 members 
Mstep: Class 38 contains 3601 members 
Mstep: Class 39 contains 734 members 
Mstep: Class 40 contains 2955 members 
Mstep: Class 41 contains 1526 members 
Mstep: Class 42 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257816.000000 Penalty: 142600.890625
Iteration 80F: 43 clusters Score -1.112578e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 18217 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 68360 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 162668 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 52195 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 7258 members 
Mstep: Class 18 contains 90596 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 82759 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 42864 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 16628 members 
Mstep: Class 25 contains 4879 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 24342 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 120181 members 
Mstep: Class 30 contains 46010 members 
Mstep: Class 31 contains 1751 members 
Mstep: Class 32 contains 3570 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3186 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 9342 members 
Mstep: Class 37 contains 5300 members 
Mstep: Class 38 contains 3734 members 
Mstep: Class 39 contains 786 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259672.000000 Penalty: 142600.890625
Iteration 81Q: 43 clusters Score -1.112597e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 4 contains 18073 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 68308 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 162636 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 14647 members 
Mstep: Class 17 contains 7154 members 
Mstep: Class 18 contains 90406 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82715 members 
Mstep: Class 21 contains 17594 members 
Mstep: Class 22 contains 42719 members 
Mstep: Class 23 contains 8111 members 
Mstep: Class 24 contains 16674 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24344 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 120041 members 
Mstep: Class 30 contains 45883 members 
Mstep: Class 31 contains 1751 members 
Mstep: Class 32 contains 3652 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 7654 members 
Mstep: Class 36 contains 9599 members 
Mstep: Class 37 contains 5270 members 
Mstep: Class 38 contains 3804 members 
Mstep: Class 39 contains 806 members 
Mstep: Class 40 contains 3101 members 
Mstep: Class 41 contains 2171 members 
Mstep: Class 42 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260664.000000 Penalty: 142600.890625
Iteration 82Q: 43 clusters Score -1.112607e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 11654 members 
Mstep: Class 4 contains 17939 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 68271 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 162626 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 14604 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 90236 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82689 members 
Mstep: Class 21 contains 17548 members 
Mstep: Class 22 contains 42599 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 16735 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 2880 members 
Mstep: Class 29 contains 119960 members 
Mstep: Class 30 contains 45792 members 
Mstep: Class 31 contains 1741 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3259 members 
Mstep: Class 35 contains 7768 members 
Mstep: Class 36 contains 9770 members 
Mstep: Class 37 contains 5246 members 
Mstep: Class 38 contains 3845 members 
Mstep: Class 39 contains 818 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 2296 members 
Mstep: Class 42 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261600.000000 Penalty: 142600.890625
Iteration 83Q: 43 clusters Score -1.112616e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 11773 members 
Mstep: Class 4 contains 17805 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 68232 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 162606 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 6875 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 14584 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 90117 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82666 members 
Mstep: Class 21 contains 17508 members 
Mstep: Class 22 contains 42533 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 16784 members 
Mstep: Class 25 contains 5064 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24337 members 
Mstep: Class 28 contains 3032 members 
Mstep: Class 29 contains 119881 members 
Mstep: Class 30 contains 45735 members 
Mstep: Class 31 contains 1732 members 
Mstep: Class 32 contains 3777 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3299 members 
Mstep: Class 35 contains 7870 members 
Mstep: Class 36 contains 9850 members 
Mstep: Class 37 contains 5222 members 
Mstep: Class 38 contains 3871 members 
Mstep: Class 39 contains 818 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 2392 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261896.000000 Penalty: 142600.890625
Iteration 84Q: 43 clusters Score -1.112619e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 11868 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 162576 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 51874 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 6973 members 
Mstep: Class 18 contains 90032 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 82663 members 
Mstep: Class 21 contains 17470 members 
Mstep: Class 22 contains 42450 members 
Mstep: Class 23 contains 8041 members 
Mstep: Class 24 contains 16838 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 1334 members 
Mstep: Class 27 contains 24342 members 
Mstep: Class 28 contains 3141 members 
Mstep: Class 29 contains 119834 members 
Mstep: Class 30 contains 45711 members 
Mstep: Class 31 contains 1729 members 
Mstep: Class 32 contains 3821 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3344 members 
Mstep: Class 35 contains 7947 members 
Mstep: Class 36 contains 9895 members 
Mstep: Class 37 contains 5210 members 
Mstep: Class 38 contains 3894 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 3189 members 
Mstep: Class 41 contains 2445 members 
Mstep: Class 42 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262152.000000 Penalty: 142600.890625
Iteration 85Q: 43 clusters Score -1.112622e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5348 members 
Mstep: Class 3 contains 11946 members 
Mstep: Class 4 contains 17564 members 
Mstep: Class 5 contains 1730 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 68133 members 
Mstep: Class 10 contains 6732 members 
Mstep: Class 11 contains 162543 members 
Mstep: Class 12 contains 5408 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 51855 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 14551 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 89967 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82665 members 
Mstep: Class 21 contains 17428 members 
Mstep: Class 22 contains 42374 members 
Mstep: Class 23 contains 8027 members 
Mstep: Class 24 contains 16876 members 
Mstep: Class 25 contains 5113 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24341 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 119787 members 
Mstep: Class 30 contains 45698 members 
Mstep: Class 31 contains 1729 members 
Mstep: Class 32 contains 3868 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3406 members 
Mstep: Class 35 contains 8005 members 
Mstep: Class 36 contains 9945 members 
Mstep: Class 37 contains 5202 members 
Mstep: Class 38 contains 3917 members 
Mstep: Class 39 contains 839 members 
Mstep: Class 40 contains 3203 members 
Mstep: Class 41 contains 2502 members 
Mstep: Class 42 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262432.000000 Penalty: 142600.890625
Iteration 86Q: 43 clusters Score -1.112624e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 11990 members 
Mstep: Class 4 contains 17484 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 68077 members 
Mstep: Class 10 contains 6742 members 
Mstep: Class 11 contains 162529 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 14547 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 89916 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82660 members 
Mstep: Class 21 contains 17392 members 
Mstep: Class 22 contains 42347 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 16906 members 
Mstep: Class 25 contains 5133 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 24327 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 119734 members 
Mstep: Class 30 contains 45696 members 
Mstep: Class 31 contains 1726 members 
Mstep: Class 32 contains 3920 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3451 members 
Mstep: Class 35 contains 8042 members 
Mstep: Class 36 contains 9976 members 
Mstep: Class 37 contains 5197 members 
Mstep: Class 38 contains 3932 members 
Mstep: Class 39 contains 849 members 
Mstep: Class 40 contains 3208 members 
Mstep: Class 41 contains 2540 members 
Mstep: Class 42 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262160.000000 Penalty: 142600.890625
Iteration 87Q: 43 clusters Score -1.112622e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 17412 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 68021 members 
Mstep: Class 10 contains 6761 members 
Mstep: Class 11 contains 162508 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 6851 members 
Mstep: Class 14 contains 51860 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 14544 members 
Mstep: Class 17 contains 6891 members 
Mstep: Class 18 contains 89880 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 82667 members 
Mstep: Class 21 contains 17359 members 
Mstep: Class 22 contains 42330 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 24323 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 119667 members 
Mstep: Class 30 contains 45698 members 
Mstep: Class 31 contains 1724 members 
Mstep: Class 32 contains 3974 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3505 members 
Mstep: Class 35 contains 8076 members 
Mstep: Class 36 contains 10010 members 
Mstep: Class 37 contains 5191 members 
Mstep: Class 38 contains 3941 members 
Mstep: Class 39 contains 855 members 
Mstep: Class 40 contains 3211 members 
Mstep: Class 41 contains 2550 members 
Mstep: Class 42 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262600.000000 Penalty: 142600.890625
Iteration 88Q: 43 clusters Score -1.112626e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 17331 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 67959 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 162494 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 51865 members 
Mstep: Class 15 contains 1385 members 
Mstep: Class 16 contains 14542 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 89841 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82669 members 
Mstep: Class 21 contains 17311 members 
Mstep: Class 22 contains 42368 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 16954 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 24314 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 119593 members 
Mstep: Class 30 contains 45705 members 
Mstep: Class 31 contains 1722 members 
Mstep: Class 32 contains 4006 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3573 members 
Mstep: Class 35 contains 8095 members 
Mstep: Class 36 contains 10034 members 
Mstep: Class 37 contains 5185 members 
Mstep: Class 38 contains 3944 members 
Mstep: Class 39 contains 858 members 
Mstep: Class 40 contains 3214 members 
Mstep: Class 41 contains 2571 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262512.000000 Penalty: 142600.890625
Iteration 89Q: 43 clusters Score -1.112625e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 17266 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 67893 members 
Mstep: Class 10 contains 6803 members 
Mstep: Class 11 contains 162488 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 51869 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 6853 members 
Mstep: Class 18 contains 89808 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 82663 members 
Mstep: Class 21 contains 17269 members 
Mstep: Class 22 contains 42384 members 
Mstep: Class 23 contains 7988 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 5171 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 24310 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 119522 members 
Mstep: Class 30 contains 45727 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4038 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3624 members 
Mstep: Class 35 contains 8118 members 
Mstep: Class 36 contains 10051 members 
Mstep: Class 37 contains 5182 members 
Mstep: Class 38 contains 3945 members 
Mstep: Class 39 contains 857 members 
Mstep: Class 40 contains 3219 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262416.000000 Penalty: 142600.890625
Iteration 90Q: 43 clusters Score -1.112624e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 17203 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 67826 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 162499 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 51871 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 14538 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 89793 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 82656 members 
Mstep: Class 21 contains 17217 members 
Mstep: Class 22 contains 42395 members 
Mstep: Class 23 contains 7980 members 
Mstep: Class 24 contains 17006 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 1334 members 
Mstep: Class 27 contains 24294 members 
Mstep: Class 28 contains 3485 members 
Mstep: Class 29 contains 119444 members 
Mstep: Class 30 contains 45759 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3675 members 
Mstep: Class 35 contains 8151 members 
Mstep: Class 36 contains 10066 members 
Mstep: Class 37 contains 5182 members 
Mstep: Class 38 contains 3947 members 
Mstep: Class 39 contains 860 members 
Mstep: Class 40 contains 3219 members 
Mstep: Class 41 contains 2594 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262680.000000 Penalty: 142600.890625
Iteration 91Q: 43 clusters Score -1.112627e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 12171 members 
Mstep: Class 4 contains 17143 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 67765 members 
Mstep: Class 10 contains 6823 members 
Mstep: Class 11 contains 162511 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 51872 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 6814 members 
Mstep: Class 18 contains 89777 members 
Mstep: Class 19 contains 11419 members 
Mstep: Class 20 contains 82654 members 
Mstep: Class 21 contains 17174 members 
Mstep: Class 22 contains 42399 members 
Mstep: Class 23 contains 7963 members 
Mstep: Class 24 contains 17034 members 
Mstep: Class 25 contains 5190 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24283 members 
Mstep: Class 28 contains 3530 members 
Mstep: Class 29 contains 119374 members 
Mstep: Class 30 contains 45802 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3727 members 
Mstep: Class 35 contains 8172 members 
Mstep: Class 36 contains 10079 members 
Mstep: Class 37 contains 5181 members 
Mstep: Class 38 contains 3949 members 
Mstep: Class 39 contains 862 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262680.000000 Penalty: 142600.890625
Iteration 92Q: 43 clusters Score -1.112627e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 17068 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 67713 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 162488 members 
Mstep: Class 12 contains 5543 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 51888 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11419 members 
Mstep: Class 20 contains 82636 members 
Mstep: Class 21 contains 17130 members 
Mstep: Class 22 contains 42421 members 
Mstep: Class 23 contains 7949 members 
Mstep: Class 24 contains 17055 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 24272 members 
Mstep: Class 28 contains 3562 members 
Mstep: Class 29 contains 119310 members 
Mstep: Class 30 contains 45847 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4075 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3788 members 
Mstep: Class 35 contains 8188 members 
Mstep: Class 36 contains 10101 members 
Mstep: Class 37 contains 5176 members 
Mstep: Class 38 contains 3949 members 
Mstep: Class 39 contains 874 members 
Mstep: Class 40 contains 3222 members 
Mstep: Class 41 contains 2607 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262496.000000 Penalty: 142600.890625
Iteration 93Q: 43 clusters Score -1.112625e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 12212 members 
Mstep: Class 4 contains 16993 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67657 members 
Mstep: Class 10 contains 6839 members 
Mstep: Class 11 contains 162448 members 
Mstep: Class 12 contains 5560 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 51907 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 89772 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 82631 members 
Mstep: Class 21 contains 17094 members 
Mstep: Class 22 contains 42458 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 17076 members 
Mstep: Class 25 contains 5212 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24261 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 119241 members 
Mstep: Class 30 contains 45893 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4089 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3848 members 
Mstep: Class 35 contains 8206 members 
Mstep: Class 36 contains 10120 members 
Mstep: Class 37 contains 5173 members 
Mstep: Class 38 contains 3951 members 
Mstep: Class 39 contains 882 members 
Mstep: Class 40 contains 3222 members 
Mstep: Class 41 contains 2609 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262776.000000 Penalty: 142600.890625
Iteration 94Q: 43 clusters Score -1.112628e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 12235 members 
Mstep: Class 4 contains 16902 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 67598 members 
Mstep: Class 10 contains 6845 members 
Mstep: Class 11 contains 162422 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 6807 members 
Mstep: Class 14 contains 51916 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 82625 members 
Mstep: Class 21 contains 17074 members 
Mstep: Class 22 contains 42470 members 
Mstep: Class 23 contains 7933 members 
Mstep: Class 24 contains 17099 members 
Mstep: Class 25 contains 5224 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24264 members 
Mstep: Class 28 contains 3622 members 
Mstep: Class 29 contains 119199 members 
Mstep: Class 30 contains 45942 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4104 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 8223 members 
Mstep: Class 36 contains 10125 members 
Mstep: Class 37 contains 5170 members 
Mstep: Class 38 contains 3952 members 
Mstep: Class 39 contains 891 members 
Mstep: Class 40 contains 3223 members 
Mstep: Class 41 contains 2612 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262856.000000 Penalty: 142600.890625
Iteration 95Q: 43 clusters Score -1.112629e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67532 members 
Mstep: Class 10 contains 6861 members 
Mstep: Class 11 contains 162402 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 51929 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 89729 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 82632 members 
Mstep: Class 21 contains 17052 members 
Mstep: Class 22 contains 42454 members 
Mstep: Class 23 contains 7925 members 
Mstep: Class 24 contains 17127 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24263 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 119165 members 
Mstep: Class 30 contains 45971 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4120 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3935 members 
Mstep: Class 35 contains 8233 members 
Mstep: Class 36 contains 10125 members 
Mstep: Class 37 contains 5168 members 
Mstep: Class 38 contains 3955 members 
Mstep: Class 39 contains 904 members 
Mstep: Class 40 contains 3222 members 
Mstep: Class 41 contains 2617 members 
Mstep: Class 42 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262856.000000 Penalty: 142600.890625
Iteration 96Q: 43 clusters Score -1.112629e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 12305 members 
Mstep: Class 4 contains 16736 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67467 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 162389 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 51940 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 89723 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 82630 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 42441 members 
Mstep: Class 23 contains 7917 members 
Mstep: Class 24 contains 17161 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24263 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 119125 members 
Mstep: Class 30 contains 46016 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4130 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 3976 members 
Mstep: Class 35 contains 8246 members 
Mstep: Class 36 contains 10131 members 
Mstep: Class 37 contains 5167 members 
Mstep: Class 38 contains 3957 members 
Mstep: Class 39 contains 915 members 
Mstep: Class 40 contains 3222 members 
Mstep: Class 41 contains 2618 members 
Mstep: Class 42 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263064.000000 Penalty: 142600.890625
Iteration 97Q: 43 clusters Score -1.112631e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 16666 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67402 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 162373 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 51949 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 89720 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 82633 members 
Mstep: Class 21 contains 17002 members 
Mstep: Class 22 contains 42424 members 
Mstep: Class 23 contains 7909 members 
Mstep: Class 24 contains 17179 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24261 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 119103 members 
Mstep: Class 30 contains 46063 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4145 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 8253 members 
Mstep: Class 36 contains 10135 members 
Mstep: Class 37 contains 5164 members 
Mstep: Class 38 contains 3964 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 3222 members 
Mstep: Class 41 contains 2624 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263296.000000 Penalty: 142600.890625
Iteration 98Q: 43 clusters Score -1.112633e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67323 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 162358 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 51945 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 89727 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82632 members 
Mstep: Class 21 contains 16970 members 
Mstep: Class 22 contains 42422 members 
Mstep: Class 23 contains 7898 members 
Mstep: Class 24 contains 17192 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24263 members 
Mstep: Class 28 contains 3771 members 
Mstep: Class 29 contains 119071 members 
Mstep: Class 30 contains 46109 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4167 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4063 members 
Mstep: Class 35 contains 8256 members 
Mstep: Class 36 contains 10149 members 
Mstep: Class 37 contains 5163 members 
Mstep: Class 38 contains 3967 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 3222 members 
Mstep: Class 41 contains 2629 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263032.000000 Penalty: 142600.890625
Iteration 99Q: 43 clusters Score -1.11263e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 16506 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67247 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 162338 members 
Mstep: Class 12 contains 5633 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 51937 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82627 members 
Mstep: Class 21 contains 16947 members 
Mstep: Class 22 contains 42418 members 
Mstep: Class 23 contains 7900 members 
Mstep: Class 24 contains 17220 members 
Mstep: Class 25 contains 5261 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24268 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 119031 members 
Mstep: Class 30 contains 46149 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4177 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4112 members 
Mstep: Class 35 contains 8259 members 
Mstep: Class 36 contains 10158 members 
Mstep: Class 37 contains 5157 members 
Mstep: Class 38 contains 3970 members 
Mstep: Class 39 contains 941 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 2634 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263296.000000 Penalty: 142600.890625
Iteration 100F: 43 clusters Score -1.112633e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 16411 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67176 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 162317 members 
Mstep: Class 12 contains 5643 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 51927 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 82619 members 
Mstep: Class 21 contains 16914 members 
Mstep: Class 22 contains 42451 members 
Mstep: Class 23 contains 7899 members 
Mstep: Class 24 contains 17249 members 
Mstep: Class 25 contains 5263 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24270 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 118996 members 
Mstep: Class 30 contains 46179 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4160 members 
Mstep: Class 35 contains 8265 members 
Mstep: Class 36 contains 10172 members 
Mstep: Class 37 contains 5155 members 
Mstep: Class 38 contains 3974 members 
Mstep: Class 39 contains 955 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263336.000000 Penalty: 142600.890625
Iteration 101Q: 43 clusters Score -1.112633e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 12465 members 
Mstep: Class 4 contains 16342 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67103 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 162294 members 
Mstep: Class 12 contains 5653 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 51916 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 82606 members 
Mstep: Class 21 contains 16881 members 
Mstep: Class 22 contains 42444 members 
Mstep: Class 23 contains 7892 members 
Mstep: Class 24 contains 17278 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24265 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 118951 members 
Mstep: Class 30 contains 46214 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4200 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4214 members 
Mstep: Class 35 contains 8274 members 
Mstep: Class 36 contains 10179 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 3976 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 3223 members 
Mstep: Class 41 contains 2682 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263352.000000 Penalty: 142600.890625
Iteration 102Q: 43 clusters Score -1.112634e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 12483 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 67026 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 162274 members 
Mstep: Class 12 contains 5665 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 51913 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 82592 members 
Mstep: Class 21 contains 16847 members 
Mstep: Class 22 contains 42444 members 
Mstep: Class 23 contains 7887 members 
Mstep: Class 24 contains 17302 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24266 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 118901 members 
Mstep: Class 30 contains 46258 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4276 members 
Mstep: Class 35 contains 8286 members 
Mstep: Class 36 contains 10179 members 
Mstep: Class 37 contains 5153 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 980 members 
Mstep: Class 40 contains 3225 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263272.000000 Penalty: 142600.890625
Iteration 103Q: 43 clusters Score -1.112633e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 12513 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 66964 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 162248 members 
Mstep: Class 12 contains 5675 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 51909 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 14524 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 89746 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 82586 members 
Mstep: Class 21 contains 16816 members 
Mstep: Class 22 contains 42465 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 17301 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24266 members 
Mstep: Class 28 contains 3889 members 
Mstep: Class 29 contains 118831 members 
Mstep: Class 30 contains 46300 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4224 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4339 members 
Mstep: Class 35 contains 8290 members 
Mstep: Class 36 contains 10180 members 
Mstep: Class 37 contains 5152 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 3232 members 
Mstep: Class 41 contains 2711 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263728.000000 Penalty: 142600.890625
Iteration 104Q: 43 clusters Score -1.112637e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 12532 members 
Mstep: Class 4 contains 16170 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66888 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 162231 members 
Mstep: Class 12 contains 5684 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 51906 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14519 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 89757 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 82591 members 
Mstep: Class 21 contains 16778 members 
Mstep: Class 22 contains 42528 members 
Mstep: Class 23 contains 7879 members 
Mstep: Class 24 contains 17300 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24268 members 
Mstep: Class 28 contains 3909 members 
Mstep: Class 29 contains 118752 members 
Mstep: Class 30 contains 46340 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4395 members 
Mstep: Class 35 contains 8294 members 
Mstep: Class 36 contains 10182 members 
Mstep: Class 37 contains 5149 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 3236 members 
Mstep: Class 41 contains 2721 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263760.000000 Penalty: 142600.890625
Iteration 105Q: 43 clusters Score -1.112638e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 12554 members 
Mstep: Class 4 contains 16127 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66808 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 162221 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 51904 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14513 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 89749 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82594 members 
Mstep: Class 21 contains 16735 members 
Mstep: Class 22 contains 42568 members 
Mstep: Class 23 contains 7876 members 
Mstep: Class 24 contains 17300 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24267 members 
Mstep: Class 28 contains 3928 members 
Mstep: Class 29 contains 118699 members 
Mstep: Class 30 contains 46398 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4444 members 
Mstep: Class 35 contains 8302 members 
Mstep: Class 36 contains 10179 members 
Mstep: Class 37 contains 5149 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 3239 members 
Mstep: Class 41 contains 2728 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263920.000000 Penalty: 142600.890625
Iteration 106Q: 43 clusters Score -1.112639e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 12576 members 
Mstep: Class 4 contains 16099 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66723 members 
Mstep: Class 10 contains 7082 members 
Mstep: Class 11 contains 162196 members 
Mstep: Class 12 contains 5706 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 89748 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 82595 members 
Mstep: Class 21 contains 16690 members 
Mstep: Class 22 contains 42592 members 
Mstep: Class 23 contains 7874 members 
Mstep: Class 24 contains 17296 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 24271 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 118627 members 
Mstep: Class 30 contains 46443 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4521 members 
Mstep: Class 35 contains 8310 members 
Mstep: Class 36 contains 10188 members 
Mstep: Class 37 contains 5146 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 3242 members 
Mstep: Class 41 contains 2735 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263896.000000 Penalty: 142600.890625
Iteration 107Q: 43 clusters Score -1.112639e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 16082 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66626 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 162167 members 
Mstep: Class 12 contains 5720 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14500 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 89749 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82602 members 
Mstep: Class 21 contains 16640 members 
Mstep: Class 22 contains 42614 members 
Mstep: Class 23 contains 7873 members 
Mstep: Class 24 contains 17298 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24275 members 
Mstep: Class 28 contains 3992 members 
Mstep: Class 29 contains 118552 members 
Mstep: Class 30 contains 46492 members 
Mstep: Class 31 contains 1722 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4597 members 
Mstep: Class 35 contains 8314 members 
Mstep: Class 36 contains 10196 members 
Mstep: Class 37 contains 5143 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1026 members 
Mstep: Class 40 contains 3249 members 
Mstep: Class 41 contains 2748 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263840.000000 Penalty: 142600.890625
Iteration 108Q: 43 clusters Score -1.112638e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 16099 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66525 members 
Mstep: Class 10 contains 7102 members 
Mstep: Class 11 contains 162135 members 
Mstep: Class 12 contains 5731 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 51871 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14496 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 89753 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 82611 members 
Mstep: Class 21 contains 16580 members 
Mstep: Class 22 contains 42605 members 
Mstep: Class 23 contains 7868 members 
Mstep: Class 24 contains 17303 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24277 members 
Mstep: Class 28 contains 4033 members 
Mstep: Class 29 contains 118486 members 
Mstep: Class 30 contains 46547 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4680 members 
Mstep: Class 35 contains 8318 members 
Mstep: Class 36 contains 10201 members 
Mstep: Class 37 contains 5143 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1032 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 2755 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263792.000000 Penalty: 142600.890625
Iteration 109Q: 43 clusters Score -1.112638e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 12645 members 
Mstep: Class 4 contains 16090 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66432 members 
Mstep: Class 10 contains 7108 members 
Mstep: Class 11 contains 162116 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 6808 members 
Mstep: Class 14 contains 51874 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 82608 members 
Mstep: Class 21 contains 16509 members 
Mstep: Class 22 contains 42557 members 
Mstep: Class 23 contains 7867 members 
Mstep: Class 24 contains 17321 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24276 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 118446 members 
Mstep: Class 30 contains 46604 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4778 members 
Mstep: Class 35 contains 8319 members 
Mstep: Class 36 contains 10211 members 
Mstep: Class 37 contains 5141 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 3256 members 
Mstep: Class 41 contains 2760 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264120.000000 Penalty: 142600.890625
Iteration 110Q: 43 clusters Score -1.112641e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66341 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 162095 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 51875 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82612 members 
Mstep: Class 21 contains 16443 members 
Mstep: Class 22 contains 42514 members 
Mstep: Class 23 contains 7866 members 
Mstep: Class 24 contains 17330 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24272 members 
Mstep: Class 28 contains 4109 members 
Mstep: Class 29 contains 118403 members 
Mstep: Class 30 contains 46667 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4865 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 10220 members 
Mstep: Class 37 contains 5134 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 3256 members 
Mstep: Class 41 contains 2761 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264528.000000 Penalty: 142600.890625
Iteration 111Q: 43 clusters Score -1.112645e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 12692 members 
Mstep: Class 4 contains 16118 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66257 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 162081 members 
Mstep: Class 12 contains 5756 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 51868 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14494 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 89752 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82605 members 
Mstep: Class 21 contains 16367 members 
Mstep: Class 22 contains 42463 members 
Mstep: Class 23 contains 7861 members 
Mstep: Class 24 contains 17343 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 24269 members 
Mstep: Class 28 contains 4159 members 
Mstep: Class 29 contains 118354 members 
Mstep: Class 30 contains 46738 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 8328 members 
Mstep: Class 36 contains 10216 members 
Mstep: Class 37 contains 5128 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1055 members 
Mstep: Class 40 contains 3257 members 
Mstep: Class 41 contains 2774 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264448.000000 Penalty: 142600.890625
Iteration 112Q: 43 clusters Score -1.112644e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 12712 members 
Mstep: Class 4 contains 16133 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66170 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 162080 members 
Mstep: Class 12 contains 5764 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 51863 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 82610 members 
Mstep: Class 21 contains 16285 members 
Mstep: Class 22 contains 42420 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24266 members 
Mstep: Class 28 contains 4197 members 
Mstep: Class 29 contains 118306 members 
Mstep: Class 30 contains 46805 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4255 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5064 members 
Mstep: Class 35 contains 8333 members 
Mstep: Class 36 contains 10216 members 
Mstep: Class 37 contains 5126 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2772 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264800.000000 Penalty: 142600.890625
Iteration 113Q: 43 clusters Score -1.112648e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 12726 members 
Mstep: Class 4 contains 16147 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66097 members 
Mstep: Class 10 contains 7153 members 
Mstep: Class 11 contains 162075 members 
Mstep: Class 12 contains 5769 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 51856 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 89753 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82619 members 
Mstep: Class 21 contains 16211 members 
Mstep: Class 22 contains 42355 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 17362 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24263 members 
Mstep: Class 28 contains 4227 members 
Mstep: Class 29 contains 118243 members 
Mstep: Class 30 contains 46878 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5145 members 
Mstep: Class 35 contains 8337 members 
Mstep: Class 36 contains 10221 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2775 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264928.000000 Penalty: 142600.890625
Iteration 114Q: 43 clusters Score -1.112649e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 16169 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 66018 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 162075 members 
Mstep: Class 12 contains 5773 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 51858 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89753 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82610 members 
Mstep: Class 21 contains 16121 members 
Mstep: Class 22 contains 42297 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 17387 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24257 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 118186 members 
Mstep: Class 30 contains 46941 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4266 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5244 members 
Mstep: Class 35 contains 8338 members 
Mstep: Class 36 contains 10229 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1068 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2774 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264680.000000 Penalty: 142600.890625
Iteration 115Q: 43 clusters Score -1.112647e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 12765 members 
Mstep: Class 4 contains 16189 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 65941 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 162060 members 
Mstep: Class 12 contains 5780 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 51858 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89753 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82617 members 
Mstep: Class 21 contains 16027 members 
Mstep: Class 22 contains 42247 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 17398 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24252 members 
Mstep: Class 28 contains 4277 members 
Mstep: Class 29 contains 118125 members 
Mstep: Class 30 contains 47008 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 4274 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5343 members 
Mstep: Class 35 contains 8341 members 
Mstep: Class 36 contains 10236 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3257 members 
Mstep: Class 41 contains 2780 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264664.000000 Penalty: 142600.890625
Iteration 116Q: 43 clusters Score -1.112647e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 16214 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 65877 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 162043 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 51853 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14492 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89759 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82605 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 42187 members 
Mstep: Class 23 contains 7849 members 
Mstep: Class 24 contains 17409 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24245 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 118084 members 
Mstep: Class 30 contains 47063 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5434 members 
Mstep: Class 35 contains 8344 members 
Mstep: Class 36 contains 10247 members 
Mstep: Class 37 contains 5119 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1089 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2787 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264712.000000 Penalty: 142600.890625
Iteration 117Q: 43 clusters Score -1.112647e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 65818 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 162040 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 51857 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14491 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 89770 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82595 members 
Mstep: Class 21 contains 15869 members 
Mstep: Class 22 contains 42134 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 17430 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24241 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 118051 members 
Mstep: Class 30 contains 47108 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4279 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5515 members 
Mstep: Class 35 contains 8351 members 
Mstep: Class 36 contains 10249 members 
Mstep: Class 37 contains 5119 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1092 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2789 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264864.000000 Penalty: 142600.890625
Iteration 118Q: 43 clusters Score -1.112649e+08 nChanged 499
Entering ConstructFrom: 
Score: -111264864.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -794864.750000 Penalty: 2171.618164
	Iteration 0F: 2 clusters Score -794864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -789515.437500 Penalty: 4343.236328
	Iteration 0F: 3 clusters Score -789515.4 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -791013.812500 Penalty: 4343.236328
	Iteration 1F: 3 clusters Score -791013.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -791415.562500 Penalty: 4343.236328
	Iteration 2F: 3 clusters Score -791415.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -791688.750000 Penalty: 4343.236328
	Iteration 3F: 3 clusters Score -791688.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -791852.375000 Penalty: 4343.236328
	Iteration 4Q: 3 clusters Score -791852.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -791983.000000 Penalty: 4343.236328
	Iteration 5Q: 3 clusters Score -791983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -792078.812500 Penalty: 4343.236328
	Iteration 6Q: 3 clusters Score -792078.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -792158.437500 Penalty: 4343.236328
	Iteration 7Q: 3 clusters Score -792158.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -792231.500000 Penalty: 4343.236328
	Iteration 8Q: 3 clusters Score -792231.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -792303.000000 Penalty: 4343.236328
	Iteration 9Q: 3 clusters Score -792303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -792372.312500 Penalty: 4343.236328
	Iteration 10Q: 3 clusters Score -792372.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -792455.750000 Penalty: 4343.236328
	Iteration 11Q: 3 clusters Score -792455.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -792545.937500 Penalty: 4343.236328
	Iteration 12Q: 3 clusters Score -792545.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -792661.625000 Penalty: 4343.236328
	Iteration 13Q: 3 clusters Score -792661.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -792799.937500 Penalty: 4343.236328
	Iteration 14Q: 3 clusters Score -792799.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -792979.437500 Penalty: 4343.236328
	Iteration 15Q: 3 clusters Score -792979.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -793164.812500 Penalty: 4343.236328
	Iteration 16Q: 3 clusters Score -793164.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -793382.750000 Penalty: 4343.236328
	Iteration 17Q: 3 clusters Score -793382.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -793611.562500 Penalty: 4343.236328
	Iteration 18Q: 3 clusters Score -793611.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -793847.250000 Penalty: 4343.236328
	Iteration 19Q: 3 clusters Score -793847.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -794029.812500 Penalty: 4343.236328
	Iteration 20F: 3 clusters Score -794029.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -794166.062500 Penalty: 4343.236328
	Iteration 21Q: 3 clusters Score -794166.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -794249.562500 Penalty: 4343.236328
	Iteration 22Q: 3 clusters Score -794249.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -794305.750000 Penalty: 4343.236328
	Iteration 23Q: 3 clusters Score -794305.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -794365.500000 Penalty: 4343.236328
	Iteration 24Q: 3 clusters Score -794365.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -794415.625000 Penalty: 4343.236328
	Iteration 25Q: 3 clusters Score -794415.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -794466.687500 Penalty: 4343.236328
	Iteration 26Q: 3 clusters Score -794466.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -794502.687500 Penalty: 4343.236328
	Iteration 27Q: 3 clusters Score -794502.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -794537.312500 Penalty: 4343.236328
	Iteration 28Q: 3 clusters Score -794537.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -794574.812500 Penalty: 4343.236328
	Iteration 29Q: 3 clusters Score -794574.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -794607.125000 Penalty: 4343.236328
	Iteration 30Q: 3 clusters Score -794607.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -794633.000000 Penalty: 4343.236328
	Iteration 31Q: 3 clusters Score -794633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -794665.625000 Penalty: 4343.236328
	Iteration 32Q: 3 clusters Score -794665.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -794726.500000 Penalty: 4343.236328
	Iteration 33Q: 3 clusters Score -794726.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -794834.375000 Penalty: 4343.236328
	Iteration 34Q: 3 clusters Score -794834.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -794955.312500 Penalty: 4343.236328
	Iteration 35Q: 3 clusters Score -794955.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -795028.750000 Penalty: 4343.236328
	Iteration 36Q: 3 clusters Score -795028.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -795060.875000 Penalty: 4343.236328
	Iteration 37Q: 3 clusters Score -795060.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -795083.187500 Penalty: 4343.236328
	Iteration 38Q: 3 clusters Score -795083.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -795093.562500 Penalty: 4343.236328
	Iteration 39Q: 3 clusters Score -795093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -795133.500000 Penalty: 4343.236328
	Iteration 40F: 3 clusters Score -795133.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -795172.812500 Penalty: 4343.236328
	Iteration 41Q: 3 clusters Score -795172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -795220.062500 Penalty: 4343.236328
	Iteration 42Q: 3 clusters Score -795220.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -795279.812500 Penalty: 4343.236328
	Iteration 43Q: 3 clusters Score -795279.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -795336.937500 Penalty: 4343.236328
	Iteration 44Q: 3 clusters Score -795336.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -795381.312500 Penalty: 4343.236328
	Iteration 45Q: 3 clusters Score -795381.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -795417.750000 Penalty: 4343.236328
	Iteration 46Q: 3 clusters Score -795417.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -795432.187500 Penalty: 4343.236328
	Iteration 47Q: 3 clusters Score -795432.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -795451.562500 Penalty: 4343.236328
	Iteration 48Q: 3 clusters Score -795451.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -795461.562500 Penalty: 4343.236328
	Iteration 49Q: 3 clusters Score -795461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -795470.437500 Penalty: 4343.236328
	Iteration 50Q: 3 clusters Score -795470.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -795474.312500 Penalty: 4343.236328
	Iteration 51Q: 3 clusters Score -795474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -795475.812500 Penalty: 4343.236328
	Iteration 52Q: 3 clusters Score -795475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -795475.875000 Penalty: 4343.236328
	Iteration 53Q: 3 clusters Score -795475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -795476.875000 Penalty: 4343.236328
	Iteration 54Q: 3 clusters Score -795476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -795476.562500 Penalty: 4343.236328
	Iteration 55Q: 3 clusters Score -795476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -795474.437500 Penalty: 4343.236328
	Iteration 56Q: 3 clusters Score -795474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -795475.437500 Penalty: 4343.236328
	Iteration 57Q: 3 clusters Score -795475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -795475.687500 Penalty: 4343.236328
	Iteration 58Q: 3 clusters Score -795475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -795475.312500 Penalty: 4343.236328
	Iteration 59Q: 3 clusters Score -795475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -795476.187500 Penalty: 4343.236328
	Iteration 60F: 3 clusters Score -795476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -795479.625000 Penalty: 4343.236328
	Iteration 61Q: 3 clusters Score -795479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -795479.250000 Penalty: 4343.236328
	Iteration 62Q: 3 clusters Score -795479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -795481.062500 Penalty: 4343.236328
	Iteration 63Q: 3 clusters Score -795481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -795480.500000 Penalty: 4343.236328
	Iteration 64Q: 3 clusters Score -795480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -795480.500000 Penalty: 4343.236328
	Iteration 65F: 3 clusters Score -795480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 65777 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 162032 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51859 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82597 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 42095 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24243 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 118018 members 
Mstep: Class 30 contains 47136 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 8354 members 
Mstep: Class 36 contains 10245 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2790 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 4112 members 
Entering Unmasked Estep 
Score: -111264464.000000 Penalty: 145996.140625
Splitting cluster 1 changes total score from -111264864.000000 to -111264464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -681546.687500 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -681546.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -676712.750000 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -676712.8 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -677904.125000 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -677904.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -678158.750000 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -678158.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -678315.312500 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -678315.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -678431.812500 Penalty: 4259.382812
	Iteration 4Q: 3 clusters Score -678431.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -678532.375000 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -678532.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -678625.375000 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -678625.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -678705.062500 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -678705.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -678774.125000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -678774.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -678841.187500 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -678841.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -678909.625000 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -678909.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -678987.687500 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -678987.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -679057.937500 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -679057.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -679124.000000 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -679124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -679183.875000 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -679183.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -679243.562500 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -679243.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -679292.812500 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -679292.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -679337.062500 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -679337.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -679377.750000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -679377.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -679424.625000 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -679424.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -679476.812500 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -679476.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -679529.375000 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -679529.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -679581.062500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -679581.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -679633.812500 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -679633.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -679692.000000 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -679692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -679747.312500 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -679747.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -679793.250000 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -679793.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -679838.500000 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -679838.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -679872.937500 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -679872.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -679917.250000 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -679917.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -679948.250000 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -679948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -679973.125000 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -679973.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -679991.750000 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -679991.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -680006.062500 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -680006.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -680019.500000 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -680019.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -680029.812500 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -680029.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -680040.000000 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -680040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -680052.437500 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -680052.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -680065.375000 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -680065.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -680079.062500 Penalty: 4259.382812
	Iteration 39Q: 3 clusters Score -680079.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -680090.062500 Penalty: 4259.382812
	Iteration 40F: 3 clusters Score -680090.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -680103.062500 Penalty: 4259.382812
	Iteration 41Q: 3 clusters Score -680103.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -680110.000000 Penalty: 4259.382812
	Iteration 42Q: 3 clusters Score -680110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -680120.000000 Penalty: 4259.382812
	Iteration 43Q: 3 clusters Score -680120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -680129.062500 Penalty: 4259.382812
	Iteration 44Q: 3 clusters Score -680129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -680137.812500 Penalty: 4259.382812
	Iteration 45Q: 3 clusters Score -680137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -680142.000000 Penalty: 4259.382812
	Iteration 46Q: 3 clusters Score -680142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -680149.687500 Penalty: 4259.382812
	Iteration 47Q: 3 clusters Score -680149.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -680161.125000 Penalty: 4259.382812
	Iteration 48Q: 3 clusters Score -680161.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -680170.500000 Penalty: 4259.382812
	Iteration 49Q: 3 clusters Score -680170.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -680183.750000 Penalty: 4259.382812
	Iteration 50Q: 3 clusters Score -680183.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -680196.500000 Penalty: 4259.382812
	Iteration 51Q: 3 clusters Score -680196.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -680211.437500 Penalty: 4259.382812
	Iteration 52Q: 3 clusters Score -680211.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -680224.562500 Penalty: 4259.382812
	Iteration 53Q: 3 clusters Score -680224.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -680232.875000 Penalty: 4259.382812
	Iteration 54Q: 3 clusters Score -680232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -680242.375000 Penalty: 4259.382812
	Iteration 55Q: 3 clusters Score -680242.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -680250.937500 Penalty: 4259.382812
	Iteration 56Q: 3 clusters Score -680250.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -680260.062500 Penalty: 4259.382812
	Iteration 57Q: 3 clusters Score -680260.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -680268.187500 Penalty: 4259.382812
	Iteration 58Q: 3 clusters Score -680268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -680275.375000 Penalty: 4259.382812
	Iteration 59Q: 3 clusters Score -680275.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -680290.437500 Penalty: 4259.382812
	Iteration 60F: 3 clusters Score -680290.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -680304.562500 Penalty: 4259.382812
	Iteration 61Q: 3 clusters Score -680304.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -680324.937500 Penalty: 4259.382812
	Iteration 62Q: 3 clusters Score -680324.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -680348.250000 Penalty: 4259.382812
	Iteration 63Q: 3 clusters Score -680348.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -680368.062500 Penalty: 4259.382812
	Iteration 64Q: 3 clusters Score -680368.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -680389.812500 Penalty: 4259.382812
	Iteration 65Q: 3 clusters Score -680389.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -680415.625000 Penalty: 4259.382812
	Iteration 66Q: 3 clusters Score -680415.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -680444.562500 Penalty: 4259.382812
	Iteration 67Q: 3 clusters Score -680444.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -680477.750000 Penalty: 4259.382812
	Iteration 68Q: 3 clusters Score -680477.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -680510.000000 Penalty: 4259.382812
	Iteration 69Q: 3 clusters Score -680510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -680540.187500 Penalty: 4259.382812
	Iteration 70Q: 3 clusters Score -680540.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -680570.062500 Penalty: 4259.382812
	Iteration 71Q: 3 clusters Score -680570.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -680600.062500 Penalty: 4259.382812
	Iteration 72Q: 3 clusters Score -680600.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -680636.812500 Penalty: 4259.382812
	Iteration 73Q: 3 clusters Score -680636.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -680678.437500 Penalty: 4259.382812
	Iteration 74Q: 3 clusters Score -680678.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -680708.000000 Penalty: 4259.382812
	Iteration 75Q: 3 clusters Score -680708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -680734.937500 Penalty: 4259.382812
	Iteration 76Q: 3 clusters Score -680734.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -680754.562500 Penalty: 4259.382812
	Iteration 77Q: 3 clusters Score -680754.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -680769.000000 Penalty: 4259.382812
	Iteration 78Q: 3 clusters Score -680769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -680782.187500 Penalty: 4259.382812
	Iteration 79Q: 3 clusters Score -680782.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -680794.500000 Penalty: 4259.382812
	Iteration 80F: 3 clusters Score -680794.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -680805.000000 Penalty: 4259.382812
	Iteration 81Q: 3 clusters Score -680805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -680812.625000 Penalty: 4259.382812
	Iteration 82Q: 3 clusters Score -680812.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -680818.437500 Penalty: 4259.382812
	Iteration 83Q: 3 clusters Score -680818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -680821.500000 Penalty: 4259.382812
	Iteration 84Q: 3 clusters Score -680821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -680825.250000 Penalty: 4259.382812
	Iteration 85Q: 3 clusters Score -680825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -680824.625000 Penalty: 4259.382812
	Iteration 86Q: 3 clusters Score -680824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -680827.250000 Penalty: 4259.382812
	Iteration 87Q: 3 clusters Score -680827.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -680829.312500 Penalty: 4259.382812
	Iteration 88Q: 3 clusters Score -680829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -680832.000000 Penalty: 4259.382812
	Iteration 89Q: 3 clusters Score -680832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -680833.375000 Penalty: 4259.382812
	Iteration 90Q: 3 clusters Score -680833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -680833.562500 Penalty: 4259.382812
	Iteration 91Q: 3 clusters Score -680833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -680835.625000 Penalty: 4259.382812
	Iteration 92Q: 3 clusters Score -680835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -680836.875000 Penalty: 4259.382812
	Iteration 93Q: 3 clusters Score -680836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -680841.062500 Penalty: 4259.382812
	Iteration 94Q: 3 clusters Score -680841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -680843.125000 Penalty: 4259.382812
	Iteration 95Q: 3 clusters Score -680843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -680846.875000 Penalty: 4259.382812
	Iteration 96Q: 3 clusters Score -680846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -680851.250000 Penalty: 4259.382812
	Iteration 97Q: 3 clusters Score -680851.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -680854.000000 Penalty: 4259.382812
	Iteration 98Q: 3 clusters Score -680854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -680858.312500 Penalty: 4259.382812
	Iteration 99Q: 3 clusters Score -680858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -680859.812500 Penalty: 4259.382812
	Iteration 100F: 3 clusters Score -680859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -680861.312500 Penalty: 4259.382812
	Iteration 101Q: 3 clusters Score -680861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -680860.875000 Penalty: 4259.382812
	Iteration 102Q: 3 clusters Score -680860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -680861.937500 Penalty: 4259.382812
	Iteration 103Q: 3 clusters Score -680861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -680862.625000 Penalty: 4259.382812
	Iteration 104Q: 3 clusters Score -680862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -680862.625000 Penalty: 4259.382812
	Iteration 105F: 3 clusters Score -680862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1661702.375000 Penalty: 2345.443848
	Iteration 0F: 2 clusters Score -1661702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1652234.500000 Penalty: 4690.887695
	Iteration 0F: 3 clusters Score -1652234 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1655169.250000 Penalty: 4690.887695
	Iteration 1F: 3 clusters Score -1655169 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1655519.125000 Penalty: 4690.887695
	Iteration 2F: 3 clusters Score -1655519 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1655789.250000 Penalty: 4690.887695
	Iteration 3Q: 3 clusters Score -1655789 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1656019.125000 Penalty: 4690.887695
	Iteration 4Q: 3 clusters Score -1656019 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1656250.750000 Penalty: 4690.887695
	Iteration 5Q: 3 clusters Score -1656251 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1656479.125000 Penalty: 4690.887695
	Iteration 6Q: 3 clusters Score -1656479 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1656736.125000 Penalty: 4690.887695
	Iteration 7Q: 3 clusters Score -1656736 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1656973.750000 Penalty: 4690.887695
	Iteration 8Q: 3 clusters Score -1656974 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1657194.250000 Penalty: 4690.887695
	Iteration 9Q: 3 clusters Score -1657194 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1657375.250000 Penalty: 4690.887695
	Iteration 10Q: 3 clusters Score -1657375 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1657513.375000 Penalty: 4690.887695
	Iteration 11Q: 3 clusters Score -1657513 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1657652.750000 Penalty: 4690.887695
	Iteration 12Q: 3 clusters Score -1657653 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1657752.500000 Penalty: 4690.887695
	Iteration 13Q: 3 clusters Score -1657752 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1657849.875000 Penalty: 4690.887695
	Iteration 14Q: 3 clusters Score -1657850 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1657919.750000 Penalty: 4690.887695
	Iteration 15Q: 3 clusters Score -1657920 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1657981.125000 Penalty: 4690.887695
	Iteration 16Q: 3 clusters Score -1657981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1658025.125000 Penalty: 4690.887695
	Iteration 17Q: 3 clusters Score -1658025 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1658043.625000 Penalty: 4690.887695
	Iteration 18Q: 3 clusters Score -1658044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1658061.750000 Penalty: 4690.887695
	Iteration 19Q: 3 clusters Score -1658062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1658082.000000 Penalty: 4690.887695
	Iteration 20F: 3 clusters Score -1658082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1658097.375000 Penalty: 4690.887695
	Iteration 21Q: 3 clusters Score -1658097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1658108.500000 Penalty: 4690.887695
	Iteration 22Q: 3 clusters Score -1658108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1658119.750000 Penalty: 4690.887695
	Iteration 23Q: 3 clusters Score -1658120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1658125.000000 Penalty: 4690.887695
	Iteration 24Q: 3 clusters Score -1658125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1658136.125000 Penalty: 4690.887695
	Iteration 25Q: 3 clusters Score -1658136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1658140.375000 Penalty: 4690.887695
	Iteration 26Q: 3 clusters Score -1658140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1658152.000000 Penalty: 4690.887695
	Iteration 27Q: 3 clusters Score -1658152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1658155.375000 Penalty: 4690.887695
	Iteration 28Q: 3 clusters Score -1658155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1658163.875000 Penalty: 4690.887695
	Iteration 29Q: 3 clusters Score -1658164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1658175.375000 Penalty: 4690.887695
	Iteration 30Q: 3 clusters Score -1658175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1658187.500000 Penalty: 4690.887695
	Iteration 31Q: 3 clusters Score -1658188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1658196.250000 Penalty: 4690.887695
	Iteration 32Q: 3 clusters Score -1658196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1658204.750000 Penalty: 4690.887695
	Iteration 33Q: 3 clusters Score -1658205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1658220.125000 Penalty: 4690.887695
	Iteration 34Q: 3 clusters Score -1658220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1658228.000000 Penalty: 4690.887695
	Iteration 35Q: 3 clusters Score -1658228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1658237.875000 Penalty: 4690.887695
	Iteration 36Q: 3 clusters Score -1658238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1658250.375000 Penalty: 4690.887695
	Iteration 37Q: 3 clusters Score -1658250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1658270.125000 Penalty: 4690.887695
	Iteration 38Q: 3 clusters Score -1658270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1658310.875000 Penalty: 4690.887695
	Iteration 39Q: 3 clusters Score -1658311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1658360.250000 Penalty: 4690.887695
	Iteration 40F: 3 clusters Score -1658360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1658405.000000 Penalty: 4690.887695
	Iteration 41Q: 3 clusters Score -1658405 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1658458.375000 Penalty: 4690.887695
	Iteration 42Q: 3 clusters Score -1658458 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1658529.750000 Penalty: 4690.887695
	Iteration 43Q: 3 clusters Score -1658530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1658640.125000 Penalty: 4690.887695
	Iteration 44Q: 3 clusters Score -1658640 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1658738.625000 Penalty: 4690.887695
	Iteration 45Q: 3 clusters Score -1658739 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1658835.625000 Penalty: 4690.887695
	Iteration 46Q: 3 clusters Score -1658836 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1658957.750000 Penalty: 4690.887695
	Iteration 47Q: 3 clusters Score -1658958 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1659079.375000 Penalty: 4690.887695
	Iteration 48Q: 3 clusters Score -1659079 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1659183.125000 Penalty: 4690.887695
	Iteration 49Q: 3 clusters Score -1659183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1659251.125000 Penalty: 4690.887695
	Iteration 50Q: 3 clusters Score -1659251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1659312.625000 Penalty: 4690.887695
	Iteration 51Q: 3 clusters Score -1659313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1659363.750000 Penalty: 4690.887695
	Iteration 52Q: 3 clusters Score -1659364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1659399.875000 Penalty: 4690.887695
	Iteration 53Q: 3 clusters Score -1659400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1659434.125000 Penalty: 4690.887695
	Iteration 54Q: 3 clusters Score -1659434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1659473.000000 Penalty: 4690.887695
	Iteration 55Q: 3 clusters Score -1659473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1659511.625000 Penalty: 4690.887695
	Iteration 56Q: 3 clusters Score -1659512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1659545.500000 Penalty: 4690.887695
	Iteration 57Q: 3 clusters Score -1659546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1659601.500000 Penalty: 4690.887695
	Iteration 58Q: 3 clusters Score -1659602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1659640.625000 Penalty: 4690.887695
	Iteration 59Q: 3 clusters Score -1659641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1659667.125000 Penalty: 4690.887695
	Iteration 60F: 3 clusters Score -1659667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1659687.875000 Penalty: 4690.887695
	Iteration 61Q: 3 clusters Score -1659688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1659707.375000 Penalty: 4690.887695
	Iteration 62Q: 3 clusters Score -1659707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1659726.000000 Penalty: 4690.887695
	Iteration 63Q: 3 clusters Score -1659726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1659734.500000 Penalty: 4690.887695
	Iteration 64Q: 3 clusters Score -1659734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1659737.250000 Penalty: 4690.887695
	Iteration 65Q: 3 clusters Score -1659737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1659741.875000 Penalty: 4690.887695
	Iteration 66Q: 3 clusters Score -1659742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1659750.375000 Penalty: 4690.887695
	Iteration 67Q: 3 clusters Score -1659750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1659760.000000 Penalty: 4690.887695
	Iteration 68Q: 3 clusters Score -1659760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1659766.125000 Penalty: 4690.887695
	Iteration 69Q: 3 clusters Score -1659766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1659770.750000 Penalty: 4690.887695
	Iteration 70Q: 3 clusters Score -1659771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1659769.875000 Penalty: 4690.887695
	Iteration 71Q: 3 clusters Score -1659770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1659768.875000 Penalty: 4690.887695
	Iteration 72Q: 3 clusters Score -1659769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1659769.750000 Penalty: 4690.887695
	Iteration 73Q: 3 clusters Score -1659770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1659770.125000 Penalty: 4690.887695
	Iteration 74Q: 3 clusters Score -1659770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1659772.125000 Penalty: 4690.887695
	Iteration 75Q: 3 clusters Score -1659772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1659772.750000 Penalty: 4690.887695
	Iteration 76Q: 3 clusters Score -1659773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1659773.000000 Penalty: 4690.887695
	Iteration 77Q: 3 clusters Score -1659773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1659773.000000 Penalty: 4690.887695
	Iteration 78F: 3 clusters Score -1659773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Entering Unmasked Estep 
Score: -2004632.625000 Penalty: 2404.372070
	Iteration 0F: 2 clusters Score -2004633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1992997.000000 Penalty: 4808.744141
	Iteration 0F: 3 clusters Score -1992997 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1997096.750000 Penalty: 4808.744141
	Iteration 1F: 3 clusters Score -1997097 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1997982.125000 Penalty: 4808.744141
	Iteration 2F: 3 clusters Score -1997982 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1998858.375000 Penalty: 4808.744141
	Iteration 3F: 3 clusters Score -1998858 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1999672.250000 Penalty: 4808.744141
	Iteration 4F: 3 clusters Score -1999672 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2000416.250000 Penalty: 4808.744141
	Iteration 5F: 3 clusters Score -2000416 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2000968.125000 Penalty: 4808.744141
	Iteration 6F: 3 clusters Score -2000968 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2001381.625000 Penalty: 4808.744141
	Iteration 7Q: 3 clusters Score -2001382 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2001711.375000 Penalty: 4808.744141
	Iteration 8Q: 3 clusters Score -2001711 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2001946.500000 Penalty: 4808.744141
	Iteration 9Q: 3 clusters Score -2001946 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2002107.625000 Penalty: 4808.744141
	Iteration 10Q: 3 clusters Score -2002108 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2002225.625000 Penalty: 4808.744141
	Iteration 11Q: 3 clusters Score -2002226 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2002324.250000 Penalty: 4808.744141
	Iteration 12Q: 3 clusters Score -2002324 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2002409.375000 Penalty: 4808.744141
	Iteration 13Q: 3 clusters Score -2002409 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2002480.000000 Penalty: 4808.744141
	Iteration 14Q: 3 clusters Score -2002480 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2002550.625000 Penalty: 4808.744141
	Iteration 15Q: 3 clusters Score -2002551 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2002613.375000 Penalty: 4808.744141
	Iteration 16Q: 3 clusters Score -2002613 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2002669.875000 Penalty: 4808.744141
	Iteration 17Q: 3 clusters Score -2002670 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2002708.875000 Penalty: 4808.744141
	Iteration 18Q: 3 clusters Score -2002709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2002755.375000 Penalty: 4808.744141
	Iteration 19Q: 3 clusters Score -2002755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2002779.125000 Penalty: 4808.744141
	Iteration 20F: 3 clusters Score -2002779 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2002817.000000 Penalty: 4808.744141
	Iteration 21Q: 3 clusters Score -2002817 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2002864.375000 Penalty: 4808.744141
	Iteration 22Q: 3 clusters Score -2002864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2002904.125000 Penalty: 4808.744141
	Iteration 23Q: 3 clusters Score -2002904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2002939.250000 Penalty: 4808.744141
	Iteration 24Q: 3 clusters Score -2002939 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2002970.625000 Penalty: 4808.744141
	Iteration 25Q: 3 clusters Score -2002971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2003002.125000 Penalty: 4808.744141
	Iteration 26Q: 3 clusters Score -2003002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2003037.625000 Penalty: 4808.744141
	Iteration 27Q: 3 clusters Score -2003038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2003062.375000 Penalty: 4808.744141
	Iteration 28Q: 3 clusters Score -2003062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2003075.125000 Penalty: 4808.744141
	Iteration 29Q: 3 clusters Score -2003075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2003089.875000 Penalty: 4808.744141
	Iteration 30Q: 3 clusters Score -2003090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2003109.000000 Penalty: 4808.744141
	Iteration 31Q: 3 clusters Score -2003109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2003121.500000 Penalty: 4808.744141
	Iteration 32Q: 3 clusters Score -2003122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2003136.500000 Penalty: 4808.744141
	Iteration 33Q: 3 clusters Score -2003136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2003152.750000 Penalty: 4808.744141
	Iteration 34Q: 3 clusters Score -2003153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2003164.000000 Penalty: 4808.744141
	Iteration 35Q: 3 clusters Score -2003164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2003176.375000 Penalty: 4808.744141
	Iteration 36Q: 3 clusters Score -2003176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2003195.250000 Penalty: 4808.744141
	Iteration 37Q: 3 clusters Score -2003195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2003220.250000 Penalty: 4808.744141
	Iteration 38Q: 3 clusters Score -2003220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2003245.375000 Penalty: 4808.744141
	Iteration 39Q: 3 clusters Score -2003245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2003289.750000 Penalty: 4808.744141
	Iteration 40F: 3 clusters Score -2003290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2003338.375000 Penalty: 4808.744141
	Iteration 41Q: 3 clusters Score -2003338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2003376.250000 Penalty: 4808.744141
	Iteration 42Q: 3 clusters Score -2003376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2003412.750000 Penalty: 4808.744141
	Iteration 43Q: 3 clusters Score -2003413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2003452.875000 Penalty: 4808.744141
	Iteration 44Q: 3 clusters Score -2003453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2003471.625000 Penalty: 4808.744141
	Iteration 45Q: 3 clusters Score -2003472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2003491.500000 Penalty: 4808.744141
	Iteration 46Q: 3 clusters Score -2003492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2003498.125000 Penalty: 4808.744141
	Iteration 47Q: 3 clusters Score -2003498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2003505.250000 Penalty: 4808.744141
	Iteration 48Q: 3 clusters Score -2003505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2003512.250000 Penalty: 4808.744141
	Iteration 49Q: 3 clusters Score -2003512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2003520.250000 Penalty: 4808.744141
	Iteration 50Q: 3 clusters Score -2003520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2003524.875000 Penalty: 4808.744141
	Iteration 51Q: 3 clusters Score -2003525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2003533.000000 Penalty: 4808.744141
	Iteration 52Q: 3 clusters Score -2003533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2003536.000000 Penalty: 4808.744141
	Iteration 53Q: 3 clusters Score -2003536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2003545.500000 Penalty: 4808.744141
	Iteration 54Q: 3 clusters Score -2003546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2003551.500000 Penalty: 4808.744141
	Iteration 55Q: 3 clusters Score -2003552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2003560.375000 Penalty: 4808.744141
	Iteration 56Q: 3 clusters Score -2003560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2003565.000000 Penalty: 4808.744141
	Iteration 57Q: 3 clusters Score -2003565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2003566.125000 Penalty: 4808.744141
	Iteration 58Q: 3 clusters Score -2003566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2003569.000000 Penalty: 4808.744141
	Iteration 59Q: 3 clusters Score -2003569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2003570.125000 Penalty: 4808.744141
	Iteration 60F: 3 clusters Score -2003570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2003569.375000 Penalty: 4808.744141
	Iteration 61Q: 3 clusters Score -2003569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2003569.375000 Penalty: 4808.744141
	Iteration 62F: 3 clusters Score -2003569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -200182.437500 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -200182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197794.656250 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -197794.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198309.109375 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -198309.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -198485.390625 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -198485.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -198580.906250 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -198580.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -198654.859375 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -198654.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198698.671875 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -198698.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -198730.625000 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -198730.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -198759.562500 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -198759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198796.578125 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -198796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198812.406250 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -198812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198824.843750 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -198824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198831.453125 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -198831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198833.828125 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -198833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198837.734375 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -198837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198840.468750 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -198840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -198841.375000 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -198841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198842.375000 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -198842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198843.125000 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -198843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198843.796875 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -198843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198845.000000 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -198845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198845.000000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -198845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -63000.847656 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -63000.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61477.921875 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -61477.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61788.957031 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -61788.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61953.449219 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -61953.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62005.437500 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -62005.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62028.304688 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -62028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62039.843750 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -62039.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62047.605469 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -62047.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62055.656250 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -62055.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62057.644531 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -62057.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62057.644531 Penalty: 3117.854980
	Iteration 9F: 3 clusters Score -62057.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -230779.000000 Penalty: 1866.358765
	Iteration 0F: 2 clusters Score -230779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228251.875000 Penalty: 3732.717529
	Iteration 0F: 3 clusters Score -228251.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228739.484375 Penalty: 3732.717529
	Iteration 1F: 3 clusters Score -228739.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228876.593750 Penalty: 3732.717529
	Iteration 2F: 3 clusters Score -228876.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228944.031250 Penalty: 3732.717529
	Iteration 3Q: 3 clusters Score -228944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -228974.015625 Penalty: 3732.717529
	Iteration 4Q: 3 clusters Score -228974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -228993.921875 Penalty: 3732.717529
	Iteration 5Q: 3 clusters Score -228993.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229009.359375 Penalty: 3732.717529
	Iteration 6Q: 3 clusters Score -229009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -229020.625000 Penalty: 3732.717529
	Iteration 7Q: 3 clusters Score -229020.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229036.515625 Penalty: 3732.717529
	Iteration 8Q: 3 clusters Score -229036.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -229053.390625 Penalty: 3732.717529
	Iteration 9Q: 3 clusters Score -229053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -229062.453125 Penalty: 3732.717529
	Iteration 10Q: 3 clusters Score -229062.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -229069.156250 Penalty: 3732.717529
	Iteration 11Q: 3 clusters Score -229069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -229073.671875 Penalty: 3732.717529
	Iteration 12Q: 3 clusters Score -229073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229076.984375 Penalty: 3732.717529
	Iteration 13Q: 3 clusters Score -229077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229080.734375 Penalty: 3732.717529
	Iteration 14Q: 3 clusters Score -229080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229085.328125 Penalty: 3732.717529
	Iteration 15Q: 3 clusters Score -229085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229087.109375 Penalty: 3732.717529
	Iteration 16Q: 3 clusters Score -229087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229089.000000 Penalty: 3732.717529
	Iteration 17Q: 3 clusters Score -229089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229090.937500 Penalty: 3732.717529
	Iteration 18Q: 3 clusters Score -229090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229098.015625 Penalty: 3732.717529
	Iteration 19Q: 3 clusters Score -229098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229103.125000 Penalty: 3732.717529
	Iteration 20F: 3 clusters Score -229103.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229108.468750 Penalty: 3732.717529
	Iteration 21Q: 3 clusters Score -229108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -229111.406250 Penalty: 3732.717529
	Iteration 22Q: 3 clusters Score -229111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -229113.765625 Penalty: 3732.717529
	Iteration 23Q: 3 clusters Score -229113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229115.406250 Penalty: 3732.717529
	Iteration 24Q: 3 clusters Score -229115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229117.531250 Penalty: 3732.717529
	Iteration 25Q: 3 clusters Score -229117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -229120.015625 Penalty: 3732.717529
	Iteration 26Q: 3 clusters Score -229120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -229121.750000 Penalty: 3732.717529
	Iteration 27Q: 3 clusters Score -229121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -229124.593750 Penalty: 3732.717529
	Iteration 28Q: 3 clusters Score -229124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229126.562500 Penalty: 3732.717529
	Iteration 29Q: 3 clusters Score -229126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -229127.593750 Penalty: 3732.717529
	Iteration 30Q: 3 clusters Score -229127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229127.984375 Penalty: 3732.717529
	Iteration 31Q: 3 clusters Score -229128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229128.953125 Penalty: 3732.717529
	Iteration 32Q: 3 clusters Score -229129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229129.609375 Penalty: 3732.717529
	Iteration 33Q: 3 clusters Score -229129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229131.218750 Penalty: 3732.717529
	Iteration 34Q: 3 clusters Score -229131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229132.125000 Penalty: 3732.717529
	Iteration 35Q: 3 clusters Score -229132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -229132.843750 Penalty: 3732.717529
	Iteration 36Q: 3 clusters Score -229132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -229133.515625 Penalty: 3732.717529
	Iteration 37Q: 3 clusters Score -229133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -229133.781250 Penalty: 3732.717529
	Iteration 38Q: 3 clusters Score -229133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -229133.781250 Penalty: 3732.717529
	Iteration 39F: 3 clusters Score -229133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -85266.648438 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -85266.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83762.726562 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -83762.73 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84315.507812 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -84315.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -84592.007812 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -84592.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84812.570312 Penalty: 3296.609619
	Iteration 3F: 3 clusters Score -84812.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -85001.078125 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85001.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85242.179688 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85242.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85601.203125 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85601.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85877.296875 Penalty: 3296.609619
	Iteration 7F: 3 clusters Score -85877.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86133.320312 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -86133.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86252.390625 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -86252.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86329.539062 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -86329.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86390.164062 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -86390.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86444.804688 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -86444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86505.875000 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -86505.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86535.562500 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -86535.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86545.085938 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -86545.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86545.085938 Penalty: 3296.609619
	Iteration 16F: 3 clusters Score -86545.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 65777 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 162032 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51859 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82597 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 42095 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24243 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 118018 members 
Mstep: Class 30 contains 47136 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 8354 members 
Mstep: Class 36 contains 10245 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2790 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
Score: -111264456.000000 Penalty: 145996.140625
Splitting cluster 8 changes total score from -111264864.000000 to -111264456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (65777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Entering Unmasked Estep 
Score: -8494136.000000 Penalty: 2751.318359
	Iteration 0F: 2 clusters Score -8494136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -8450080.000000 Penalty: 5502.636719
	Iteration 0F: 3 clusters Score -8450080 nChanged 30819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8467415.000000 Penalty: 5502.636719
	Iteration 1F: 3 clusters Score -8467415 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -8468040.000000 Penalty: 5502.636719
	Iteration 2Q: 3 clusters Score -8468040 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -8468673.000000 Penalty: 5502.636719
	Iteration 3Q: 3 clusters Score -8468673 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8469361.000000 Penalty: 5502.636719
	Iteration 4Q: 3 clusters Score -8469361 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -8470270.000000 Penalty: 5502.636719
	Iteration 5Q: 3 clusters Score -8470270 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -8471380.000000 Penalty: 5502.636719
	Iteration 6Q: 3 clusters Score -8471380 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -8472720.000000 Penalty: 5502.636719
	Iteration 7Q: 3 clusters Score -8472720 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -8474227.000000 Penalty: 5502.636719
	Iteration 8Q: 3 clusters Score -8474227 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -8475781.000000 Penalty: 5502.636719
	Iteration 9Q: 3 clusters Score -8475781 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -8477321.000000 Penalty: 5502.636719
	Iteration 10Q: 3 clusters Score -8477321 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8478950.000000 Penalty: 5502.636719
	Iteration 11Q: 3 clusters Score -8478950 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -8480788.000000 Penalty: 5502.636719
	Iteration 12Q: 3 clusters Score -8480788 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -8482682.000000 Penalty: 5502.636719
	Iteration 13Q: 3 clusters Score -8482682 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -8484770.000000 Penalty: 5502.636719
	Iteration 14Q: 3 clusters Score -8484770 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -8486588.000000 Penalty: 5502.636719
	Iteration 15Q: 3 clusters Score -8486588 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -8488066.000000 Penalty: 5502.636719
	Iteration 16Q: 3 clusters Score -8488066 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8489176.000000 Penalty: 5502.636719
	Iteration 17Q: 3 clusters Score -8489176 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -8489819.000000 Penalty: 5502.636719
	Iteration 18Q: 3 clusters Score -8489819 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -8490240.000000 Penalty: 5502.636719
	Iteration 19Q: 3 clusters Score -8490240 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -8490591.000000 Penalty: 5502.636719
	Iteration 20F: 3 clusters Score -8490591 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -8490893.000000 Penalty: 5502.636719
	Iteration 21Q: 3 clusters Score -8490893 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -8491141.000000 Penalty: 5502.636719
	Iteration 22Q: 3 clusters Score -8491141 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -8491452.000000 Penalty: 5502.636719
	Iteration 23Q: 3 clusters Score -8491452 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -8491685.000000 Penalty: 5502.636719
	Iteration 24Q: 3 clusters Score -8491685 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -8492019.000000 Penalty: 5502.636719
	Iteration 25Q: 3 clusters Score -8492019 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -8492237.000000 Penalty: 5502.636719
	Iteration 26Q: 3 clusters Score -8492237 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -8492465.000000 Penalty: 5502.636719
	Iteration 27Q: 3 clusters Score -8492465 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -8492721.000000 Penalty: 5502.636719
	Iteration 28Q: 3 clusters Score -8492721 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -8492968.000000 Penalty: 5502.636719
	Iteration 29Q: 3 clusters Score -8492968 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -8493124.000000 Penalty: 5502.636719
	Iteration 30Q: 3 clusters Score -8493124 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8493305.000000 Penalty: 5502.636719
	Iteration 31Q: 3 clusters Score -8493305 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -8493456.000000 Penalty: 5502.636719
	Iteration 32Q: 3 clusters Score -8493456 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8493559.000000 Penalty: 5502.636719
	Iteration 33Q: 3 clusters Score -8493559 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -8493701.000000 Penalty: 5502.636719
	Iteration 34Q: 3 clusters Score -8493701 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -8493799.000000 Penalty: 5502.636719
	Iteration 35Q: 3 clusters Score -8493799 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -8493884.000000 Penalty: 5502.636719
	Iteration 36Q: 3 clusters Score -8493884 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -8493957.000000 Penalty: 5502.636719
	Iteration 37Q: 3 clusters Score -8493957 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -8494026.000000 Penalty: 5502.636719
	Iteration 38Q: 3 clusters Score -8494026 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -8494059.000000 Penalty: 5502.636719
	Iteration 39Q: 3 clusters Score -8494059 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -8494105.000000 Penalty: 5502.636719
	Iteration 40F: 3 clusters Score -8494105 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -8494144.000000 Penalty: 5502.636719
	Iteration 41Q: 3 clusters Score -8494144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8494208.000000 Penalty: 5502.636719
	Iteration 42Q: 3 clusters Score -8494208 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -8494233.000000 Penalty: 5502.636719
	Iteration 43Q: 3 clusters Score -8494233 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -8494266.000000 Penalty: 5502.636719
	Iteration 44Q: 3 clusters Score -8494266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8494292.000000 Penalty: 5502.636719
	Iteration 45Q: 3 clusters Score -8494292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -8494311.000000 Penalty: 5502.636719
	Iteration 46Q: 3 clusters Score -8494311 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8494325.000000 Penalty: 5502.636719
	Iteration 47Q: 3 clusters Score -8494325 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -8494330.000000 Penalty: 5502.636719
	Iteration 48Q: 3 clusters Score -8494330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -8494321.000000 Penalty: 5502.636719
	Iteration 49Q: 3 clusters Score -8494321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -8494309.000000 Penalty: 5502.636719
	Iteration 50Q: 3 clusters Score -8494309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -8494326.000000 Penalty: 5502.636719
	Iteration 51Q: 3 clusters Score -8494326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -8494321.000000 Penalty: 5502.636719
	Iteration 52Q: 3 clusters Score -8494321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -8494327.000000 Penalty: 5502.636719
	Iteration 53Q: 3 clusters Score -8494327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8494324.000000 Penalty: 5502.636719
	Iteration 54Q: 3 clusters Score -8494324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8494309.000000 Penalty: 5502.636719
	Iteration 55Q: 3 clusters Score -8494309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -8494313.000000 Penalty: 5502.636719
	Iteration 56Q: 3 clusters Score -8494313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -8494317.000000 Penalty: 5502.636719
	Iteration 57Q: 3 clusters Score -8494317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8494299.000000 Penalty: 5502.636719
	Iteration 58Q: 3 clusters Score -8494299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -8494306.000000 Penalty: 5502.636719
	Iteration 59Q: 3 clusters Score -8494306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -8494309.000000 Penalty: 5502.636719
	Iteration 60F: 3 clusters Score -8494309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -8494311.000000 Penalty: 5502.636719
	Iteration 61Q: 3 clusters Score -8494311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -8494311.000000 Penalty: 5502.636719
	Iteration 62Q: 3 clusters Score -8494311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -8494317.000000 Penalty: 5502.636719
	Iteration 63Q: 3 clusters Score -8494317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -8494334.000000 Penalty: 5502.636719
	Iteration 64Q: 3 clusters Score -8494334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -8494313.000000 Penalty: 5502.636719
	Iteration 65Q: 3 clusters Score -8494313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -8494323.000000 Penalty: 5502.636719
	Iteration 66Q: 3 clusters Score -8494323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -8494318.000000 Penalty: 5502.636719
	Iteration 67Q: 3 clusters Score -8494318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -8494314.000000 Penalty: 5502.636719
	Iteration 68Q: 3 clusters Score -8494314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -8494313.000000 Penalty: 5502.636719
	Iteration 69Q: 3 clusters Score -8494313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -8494318.000000 Penalty: 5502.636719
	Iteration 70Q: 3 clusters Score -8494318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -8494319.000000 Penalty: 5502.636719
	Iteration 71Q: 3 clusters Score -8494319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -8494320.000000 Penalty: 5502.636719
	Iteration 72Q: 3 clusters Score -8494320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -8494330.000000 Penalty: 5502.636719
	Iteration 73Q: 3 clusters Score -8494330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8494338.000000 Penalty: 5502.636719
	Iteration 74Q: 3 clusters Score -8494338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -8494344.000000 Penalty: 5502.636719
	Iteration 75Q: 3 clusters Score -8494344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -8494341.000000 Penalty: 5502.636719
	Iteration 76Q: 3 clusters Score -8494341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -8494338.000000 Penalty: 5502.636719
	Iteration 77Q: 3 clusters Score -8494338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -8494337.000000 Penalty: 5502.636719
	Iteration 78Q: 3 clusters Score -8494337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -8494340.000000 Penalty: 5502.636719
	Iteration 79Q: 3 clusters Score -8494340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -8494336.000000 Penalty: 5502.636719
	Iteration 80F: 3 clusters Score -8494336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -8494338.000000 Penalty: 5502.636719
	Iteration 81Q: 3 clusters Score -8494338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -8494336.000000 Penalty: 5502.636719
	Iteration 82Q: 3 clusters Score -8494336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -8494338.000000 Penalty: 5502.636719
	Iteration 83Q: 3 clusters Score -8494338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -8494338.000000 Penalty: 5502.636719
	Iteration 84F: 3 clusters Score -8494338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 38602 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 162032 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51859 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82597 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 42095 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24243 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 118018 members 
Mstep: Class 30 contains 47136 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 8354 members 
Mstep: Class 36 contains 10245 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2790 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27175 members 
Entering Unmasked Estep 
Score: -111265232.000000 Penalty: 145996.140625
Splitting cluster 9 changes total score from -111264864.000000 to -111265232.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -909771.500000 Penalty: 2203.417725
	Iteration 0F: 2 clusters Score -909771.5 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 3611 members 
Entering Unmasked Estep 
Score: -903846.187500 Penalty: 4406.835449
	Iteration 0F: 3 clusters Score -903846.2 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -905517.750000 Penalty: 4406.835449
	Iteration 1F: 3 clusters Score -905517.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -905975.437500 Penalty: 4406.835449
	Iteration 2F: 3 clusters Score -905975.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -906427.187500 Penalty: 4406.835449
	Iteration 3F: 3 clusters Score -906427.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -906913.312500 Penalty: 4406.835449
	Iteration 4F: 3 clusters Score -906913.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -907347.562500 Penalty: 4406.835449
	Iteration 5F: 3 clusters Score -907347.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -907739.312500 Penalty: 4406.835449
	Iteration 6F: 3 clusters Score -907739.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -908001.500000 Penalty: 4406.835449
	Iteration 7F: 3 clusters Score -908001.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -908140.000000 Penalty: 4406.835449
	Iteration 8Q: 3 clusters Score -908140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -908222.187500 Penalty: 4406.835449
	Iteration 9Q: 3 clusters Score -908222.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -908280.687500 Penalty: 4406.835449
	Iteration 10Q: 3 clusters Score -908280.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -908333.500000 Penalty: 4406.835449
	Iteration 11Q: 3 clusters Score -908333.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -908378.062500 Penalty: 4406.835449
	Iteration 12Q: 3 clusters Score -908378.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -908410.937500 Penalty: 4406.835449
	Iteration 13Q: 3 clusters Score -908410.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -908431.187500 Penalty: 4406.835449
	Iteration 14Q: 3 clusters Score -908431.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -908447.062500 Penalty: 4406.835449
	Iteration 15Q: 3 clusters Score -908447.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -908464.875000 Penalty: 4406.835449
	Iteration 16Q: 3 clusters Score -908464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -908479.937500 Penalty: 4406.835449
	Iteration 17Q: 3 clusters Score -908479.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -908489.875000 Penalty: 4406.835449
	Iteration 18Q: 3 clusters Score -908489.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -908503.250000 Penalty: 4406.835449
	Iteration 19Q: 3 clusters Score -908503.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -908516.625000 Penalty: 4406.835449
	Iteration 20F: 3 clusters Score -908516.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -908523.000000 Penalty: 4406.835449
	Iteration 21Q: 3 clusters Score -908523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -908524.750000 Penalty: 4406.835449
	Iteration 22Q: 3 clusters Score -908524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -908528.937500 Penalty: 4406.835449
	Iteration 23Q: 3 clusters Score -908528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -908532.062500 Penalty: 4406.835449
	Iteration 24Q: 3 clusters Score -908532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -908534.937500 Penalty: 4406.835449
	Iteration 25Q: 3 clusters Score -908534.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -908538.937500 Penalty: 4406.835449
	Iteration 26Q: 3 clusters Score -908538.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -908543.812500 Penalty: 4406.835449
	Iteration 27Q: 3 clusters Score -908543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -908552.062500 Penalty: 4406.835449
	Iteration 28Q: 3 clusters Score -908552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -908555.437500 Penalty: 4406.835449
	Iteration 29Q: 3 clusters Score -908555.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -908562.187500 Penalty: 4406.835449
	Iteration 30Q: 3 clusters Score -908562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -908563.375000 Penalty: 4406.835449
	Iteration 31Q: 3 clusters Score -908563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -908565.937500 Penalty: 4406.835449
	Iteration 32Q: 3 clusters Score -908565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -908567.250000 Penalty: 4406.835449
	Iteration 33Q: 3 clusters Score -908567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -908568.000000 Penalty: 4406.835449
	Iteration 34Q: 3 clusters Score -908568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -908568.000000 Penalty: 4406.835449
	Iteration 35Q: 3 clusters Score -908568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -908568.437500 Penalty: 4406.835449
	Iteration 36Q: 3 clusters Score -908568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -908568.812500 Penalty: 4406.835449
	Iteration 37Q: 3 clusters Score -908568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -908568.812500 Penalty: 4406.835449
	Iteration 38Q: 3 clusters Score -908568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -908568.812500 Penalty: 4406.835449
	Iteration 39F: 3 clusters Score -908568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Entering Unmasked Estep 
Score: -21230374.000000 Penalty: 2974.896240
	Iteration 0F: 2 clusters Score -2.123037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -21121692.000000 Penalty: 5949.792480
	Iteration 0F: 3 clusters Score -2.112169e+07 nChanged 77805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -21166620.000000 Penalty: 5949.792480
	Iteration 1F: 3 clusters Score -2.116662e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -21167384.000000 Penalty: 5949.792480
	Iteration 2Q: 3 clusters Score -2.116738e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -21168128.000000 Penalty: 5949.792480
	Iteration 3Q: 3 clusters Score -2.116813e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -21168880.000000 Penalty: 5949.792480
	Iteration 4Q: 3 clusters Score -2.116888e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -21169908.000000 Penalty: 5949.792480
	Iteration 5Q: 3 clusters Score -2.116991e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -21171094.000000 Penalty: 5949.792480
	Iteration 6Q: 3 clusters Score -2.117109e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -21172622.000000 Penalty: 5949.792480
	Iteration 7Q: 3 clusters Score -2.117262e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -21174340.000000 Penalty: 5949.792480
	Iteration 8Q: 3 clusters Score -2.117434e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -21176360.000000 Penalty: 5949.792480
	Iteration 9Q: 3 clusters Score -2.117636e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -21178958.000000 Penalty: 5949.792480
	Iteration 10Q: 3 clusters Score -2.117896e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -21182614.000000 Penalty: 5949.792480
	Iteration 11Q: 3 clusters Score -2.118261e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -21187332.000000 Penalty: 5949.792480
	Iteration 12F: 3 clusters Score -2.118733e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123033 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -21194018.000000 Penalty: 5949.792480
	Iteration 13F: 3 clusters Score -2.119402e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133951 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -21202516.000000 Penalty: 5949.792480
	Iteration 14F: 3 clusters Score -2.120252e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144442 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -21211696.000000 Penalty: 5949.792480
	Iteration 15F: 3 clusters Score -2.12117e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -21219356.000000 Penalty: 5949.792480
	Iteration 16F: 3 clusters Score -2.121936e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -21224264.000000 Penalty: 5949.792480
	Iteration 17Q: 3 clusters Score -2.122426e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21226418.000000 Penalty: 5949.792480
	Iteration 18Q: 3 clusters Score -2.122642e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21227310.000000 Penalty: 5949.792480
	Iteration 19Q: 3 clusters Score -2.122731e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21227580.000000 Penalty: 5949.792480
	Iteration 20F: 3 clusters Score -2.122758e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161723 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21227666.000000 Penalty: 5949.792480
	Iteration 21Q: 3 clusters Score -2.122767e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161757 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21227726.000000 Penalty: 5949.792480
	Iteration 22Q: 3 clusters Score -2.122773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21227774.000000 Penalty: 5949.792480
	Iteration 23Q: 3 clusters Score -2.122777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21227826.000000 Penalty: 5949.792480
	Iteration 24Q: 3 clusters Score -2.122783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21227816.000000 Penalty: 5949.792480
	Iteration 25Q: 3 clusters Score -2.122782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21227828.000000 Penalty: 5949.792480
	Iteration 26Q: 3 clusters Score -2.122783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21227834.000000 Penalty: 5949.792480
	Iteration 27Q: 3 clusters Score -2.122783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21227824.000000 Penalty: 5949.792480
	Iteration 28Q: 3 clusters Score -2.122782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21227822.000000 Penalty: 5949.792480
	Iteration 29Q: 3 clusters Score -2.122782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21227822.000000 Penalty: 5949.792480
	Iteration 30Q: 3 clusters Score -2.122782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21227834.000000 Penalty: 5949.792480
	Iteration 31Q: 3 clusters Score -2.122783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21227834.000000 Penalty: 5949.792480
	Iteration 32F: 3 clusters Score -2.122783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Entering Unmasked Estep 
Score: -749420.562500 Penalty: 2149.669922
	Iteration 0F: 2 clusters Score -749420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -744373.000000 Penalty: 4299.339844
	Iteration 0F: 3 clusters Score -744373 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -745639.187500 Penalty: 4299.339844
	Iteration 1F: 3 clusters Score -745639.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -745856.812500 Penalty: 4299.339844
	Iteration 2F: 3 clusters Score -745856.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -745984.187500 Penalty: 4299.339844
	Iteration 3Q: 3 clusters Score -745984.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -746071.250000 Penalty: 4299.339844
	Iteration 4Q: 3 clusters Score -746071.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -746134.062500 Penalty: 4299.339844
	Iteration 5Q: 3 clusters Score -746134.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -746184.812500 Penalty: 4299.339844
	Iteration 6Q: 3 clusters Score -746184.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -746235.750000 Penalty: 4299.339844
	Iteration 7Q: 3 clusters Score -746235.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -746291.250000 Penalty: 4299.339844
	Iteration 8Q: 3 clusters Score -746291.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -746356.937500 Penalty: 4299.339844
	Iteration 9Q: 3 clusters Score -746356.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -746426.250000 Penalty: 4299.339844
	Iteration 10Q: 3 clusters Score -746426.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -746496.750000 Penalty: 4299.339844
	Iteration 11Q: 3 clusters Score -746496.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -746593.875000 Penalty: 4299.339844
	Iteration 12Q: 3 clusters Score -746593.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -746720.562500 Penalty: 4299.339844
	Iteration 13Q: 3 clusters Score -746720.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -746864.500000 Penalty: 4299.339844
	Iteration 14Q: 3 clusters Score -746864.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -747010.250000 Penalty: 4299.339844
	Iteration 15Q: 3 clusters Score -747010.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -747135.187500 Penalty: 4299.339844
	Iteration 16Q: 3 clusters Score -747135.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -747252.562500 Penalty: 4299.339844
	Iteration 17Q: 3 clusters Score -747252.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -747361.250000 Penalty: 4299.339844
	Iteration 18Q: 3 clusters Score -747361.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -747482.375000 Penalty: 4299.339844
	Iteration 19Q: 3 clusters Score -747482.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -747600.375000 Penalty: 4299.339844
	Iteration 20F: 3 clusters Score -747600.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -747716.625000 Penalty: 4299.339844
	Iteration 21Q: 3 clusters Score -747716.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -747818.000000 Penalty: 4299.339844
	Iteration 22Q: 3 clusters Score -747818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -747906.937500 Penalty: 4299.339844
	Iteration 23Q: 3 clusters Score -747906.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -747998.500000 Penalty: 4299.339844
	Iteration 24Q: 3 clusters Score -747998.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -748079.875000 Penalty: 4299.339844
	Iteration 25Q: 3 clusters Score -748079.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -748132.875000 Penalty: 4299.339844
	Iteration 26Q: 3 clusters Score -748132.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -748183.187500 Penalty: 4299.339844
	Iteration 27Q: 3 clusters Score -748183.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -748223.375000 Penalty: 4299.339844
	Iteration 28Q: 3 clusters Score -748223.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -748261.375000 Penalty: 4299.339844
	Iteration 29Q: 3 clusters Score -748261.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -748299.125000 Penalty: 4299.339844
	Iteration 30Q: 3 clusters Score -748299.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -748327.750000 Penalty: 4299.339844
	Iteration 31Q: 3 clusters Score -748327.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -748349.687500 Penalty: 4299.339844
	Iteration 32Q: 3 clusters Score -748349.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -748366.187500 Penalty: 4299.339844
	Iteration 33Q: 3 clusters Score -748366.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -748383.875000 Penalty: 4299.339844
	Iteration 34Q: 3 clusters Score -748383.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -748396.625000 Penalty: 4299.339844
	Iteration 35Q: 3 clusters Score -748396.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -748406.562500 Penalty: 4299.339844
	Iteration 36Q: 3 clusters Score -748406.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -748414.875000 Penalty: 4299.339844
	Iteration 37Q: 3 clusters Score -748414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -748422.687500 Penalty: 4299.339844
	Iteration 38Q: 3 clusters Score -748422.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -748430.625000 Penalty: 4299.339844
	Iteration 39Q: 3 clusters Score -748430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -748433.187500 Penalty: 4299.339844
	Iteration 40F: 3 clusters Score -748433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -748434.937500 Penalty: 4299.339844
	Iteration 41Q: 3 clusters Score -748434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -748439.125000 Penalty: 4299.339844
	Iteration 42Q: 3 clusters Score -748439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -748438.875000 Penalty: 4299.339844
	Iteration 43Q: 3 clusters Score -748438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -748438.562500 Penalty: 4299.339844
	Iteration 44Q: 3 clusters Score -748438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -748439.437500 Penalty: 4299.339844
	Iteration 45Q: 3 clusters Score -748439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -748439.375000 Penalty: 4299.339844
	Iteration 46Q: 3 clusters Score -748439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -748439.375000 Penalty: 4299.339844
	Iteration 47F: 3 clusters Score -748439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -878981.312500 Penalty: 2188.155029
	Iteration 0F: 2 clusters Score -878981.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -873371.375000 Penalty: 4376.310059
	Iteration 0F: 3 clusters Score -873371.4 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -874957.250000 Penalty: 4376.310059
	Iteration 1F: 3 clusters Score -874957.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -875235.250000 Penalty: 4376.310059
	Iteration 2F: 3 clusters Score -875235.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -875439.437500 Penalty: 4376.310059
	Iteration 3F: 3 clusters Score -875439.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -875575.437500 Penalty: 4376.310059
	Iteration 4Q: 3 clusters Score -875575.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -875701.250000 Penalty: 4376.310059
	Iteration 5Q: 3 clusters Score -875701.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -875830.062500 Penalty: 4376.310059
	Iteration 6Q: 3 clusters Score -875830.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -875950.375000 Penalty: 4376.310059
	Iteration 7Q: 3 clusters Score -875950.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -876059.375000 Penalty: 4376.310059
	Iteration 8Q: 3 clusters Score -876059.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -876152.625000 Penalty: 4376.310059
	Iteration 9Q: 3 clusters Score -876152.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -876239.562500 Penalty: 4376.310059
	Iteration 10Q: 3 clusters Score -876239.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -876327.750000 Penalty: 4376.310059
	Iteration 11Q: 3 clusters Score -876327.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -876410.000000 Penalty: 4376.310059
	Iteration 12Q: 3 clusters Score -876410 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -876490.625000 Penalty: 4376.310059
	Iteration 13Q: 3 clusters Score -876490.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -876560.687500 Penalty: 4376.310059
	Iteration 14Q: 3 clusters Score -876560.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -876629.562500 Penalty: 4376.310059
	Iteration 15Q: 3 clusters Score -876629.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -876691.437500 Penalty: 4376.310059
	Iteration 16Q: 3 clusters Score -876691.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -876749.750000 Penalty: 4376.310059
	Iteration 17Q: 3 clusters Score -876749.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -876794.375000 Penalty: 4376.310059
	Iteration 18Q: 3 clusters Score -876794.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -876845.812500 Penalty: 4376.310059
	Iteration 19Q: 3 clusters Score -876845.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -876913.812500 Penalty: 4376.310059
	Iteration 20F: 3 clusters Score -876913.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -876994.250000 Penalty: 4376.310059
	Iteration 21Q: 3 clusters Score -876994.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -877085.937500 Penalty: 4376.310059
	Iteration 22Q: 3 clusters Score -877085.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -877172.125000 Penalty: 4376.310059
	Iteration 23Q: 3 clusters Score -877172.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -877251.937500 Penalty: 4376.310059
	Iteration 24Q: 3 clusters Score -877251.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -877312.125000 Penalty: 4376.310059
	Iteration 25Q: 3 clusters Score -877312.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -877353.250000 Penalty: 4376.310059
	Iteration 26Q: 3 clusters Score -877353.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -877381.250000 Penalty: 4376.310059
	Iteration 27Q: 3 clusters Score -877381.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -877406.125000 Penalty: 4376.310059
	Iteration 28Q: 3 clusters Score -877406.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -877421.000000 Penalty: 4376.310059
	Iteration 29Q: 3 clusters Score -877421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -877433.625000 Penalty: 4376.310059
	Iteration 30Q: 3 clusters Score -877433.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -877443.937500 Penalty: 4376.310059
	Iteration 31Q: 3 clusters Score -877443.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -877450.125000 Penalty: 4376.310059
	Iteration 32Q: 3 clusters Score -877450.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -877457.562500 Penalty: 4376.310059
	Iteration 33Q: 3 clusters Score -877457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -877459.937500 Penalty: 4376.310059
	Iteration 34Q: 3 clusters Score -877459.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -877464.375000 Penalty: 4376.310059
	Iteration 35Q: 3 clusters Score -877464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -877467.812500 Penalty: 4376.310059
	Iteration 36Q: 3 clusters Score -877467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -877469.562500 Penalty: 4376.310059
	Iteration 37Q: 3 clusters Score -877469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -877470.937500 Penalty: 4376.310059
	Iteration 38Q: 3 clusters Score -877470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -877472.250000 Penalty: 4376.310059
	Iteration 39Q: 3 clusters Score -877472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -877476.062500 Penalty: 4376.310059
	Iteration 40F: 3 clusters Score -877476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -877477.687500 Penalty: 4376.310059
	Iteration 41Q: 3 clusters Score -877477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -877478.750000 Penalty: 4376.310059
	Iteration 42Q: 3 clusters Score -877478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -877479.312500 Penalty: 4376.310059
	Iteration 43Q: 3 clusters Score -877479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -877480.250000 Penalty: 4376.310059
	Iteration 44Q: 3 clusters Score -877480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -877480.250000 Penalty: 4376.310059
	Iteration 45F: 3 clusters Score -877480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Entering Unmasked Estep 
Score: -6866177.000000 Penalty: 2692.358398
	Iteration 0F: 2 clusters Score -6866177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6831255.500000 Penalty: 5384.716797
	Iteration 0F: 3 clusters Score -6831256 nChanged 23979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -6844439.000000 Penalty: 5384.716797
	Iteration 1F: 3 clusters Score -6844439 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -6845253.000000 Penalty: 5384.716797
	Iteration 2Q: 3 clusters Score -6845253 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -6846337.500000 Penalty: 5384.716797
	Iteration 3Q: 3 clusters Score -6846338 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6848083.000000 Penalty: 5384.716797
	Iteration 4F: 3 clusters Score -6848083 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -6850442.000000 Penalty: 5384.716797
	Iteration 5F: 3 clusters Score -6850442 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -6853359.500000 Penalty: 5384.716797
	Iteration 6F: 3 clusters Score -6853360 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -6856229.000000 Penalty: 5384.716797
	Iteration 7F: 3 clusters Score -6856229 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -6858648.000000 Penalty: 5384.716797
	Iteration 8F: 3 clusters Score -6858648 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6860454.000000 Penalty: 5384.716797
	Iteration 9Q: 3 clusters Score -6860454 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6861691.000000 Penalty: 5384.716797
	Iteration 10Q: 3 clusters Score -6861691 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6862465.500000 Penalty: 5384.716797
	Iteration 11Q: 3 clusters Score -6862466 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6862953.500000 Penalty: 5384.716797
	Iteration 12Q: 3 clusters Score -6862954 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6863321.500000 Penalty: 5384.716797
	Iteration 13Q: 3 clusters Score -6863322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6863543.000000 Penalty: 5384.716797
	Iteration 14Q: 3 clusters Score -6863543 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6863645.500000 Penalty: 5384.716797
	Iteration 15Q: 3 clusters Score -6863646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6863758.000000 Penalty: 5384.716797
	Iteration 16Q: 3 clusters Score -6863758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6863786.500000 Penalty: 5384.716797
	Iteration 17Q: 3 clusters Score -6863786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6863818.500000 Penalty: 5384.716797
	Iteration 18Q: 3 clusters Score -6863818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6863870.000000 Penalty: 5384.716797
	Iteration 19Q: 3 clusters Score -6863870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6863911.000000 Penalty: 5384.716797
	Iteration 20F: 3 clusters Score -6863911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6863940.500000 Penalty: 5384.716797
	Iteration 21Q: 3 clusters Score -6863940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6863960.000000 Penalty: 5384.716797
	Iteration 22Q: 3 clusters Score -6863960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6863981.000000 Penalty: 5384.716797
	Iteration 23Q: 3 clusters Score -6863981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6864000.500000 Penalty: 5384.716797
	Iteration 24Q: 3 clusters Score -6864000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6864013.500000 Penalty: 5384.716797
	Iteration 25Q: 3 clusters Score -6864014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6864019.500000 Penalty: 5384.716797
	Iteration 26Q: 3 clusters Score -6864020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6864023.000000 Penalty: 5384.716797
	Iteration 27Q: 3 clusters Score -6864023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6864026.500000 Penalty: 5384.716797
	Iteration 28Q: 3 clusters Score -6864026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6864030.000000 Penalty: 5384.716797
	Iteration 29Q: 3 clusters Score -6864030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6864029.500000 Penalty: 5384.716797
	Iteration 30Q: 3 clusters Score -6864030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6864029.500000 Penalty: 5384.716797
	Iteration 31Q: 3 clusters Score -6864030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6864038.500000 Penalty: 5384.716797
	Iteration 32Q: 3 clusters Score -6864038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6864040.000000 Penalty: 5384.716797
	Iteration 33Q: 3 clusters Score -6864040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6864041.000000 Penalty: 5384.716797
	Iteration 34Q: 3 clusters Score -6864041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6864042.500000 Penalty: 5384.716797
	Iteration 35Q: 3 clusters Score -6864042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6864043.500000 Penalty: 5384.716797
	Iteration 36Q: 3 clusters Score -6864044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6864040.500000 Penalty: 5384.716797
	Iteration 37Q: 3 clusters Score -6864040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6864040.500000 Penalty: 5384.716797
	Iteration 38F: 3 clusters Score -6864040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -152935.468750 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -152935.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150806.734375 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -150806.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151357.859375 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -151357.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151622.421875 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -151622.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151796.406250 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -151796.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151902.328125 Penalty: 3576.932129
	Iteration 4F: 3 clusters Score -151902.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -151973.312500 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -151973.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152016.140625 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -152016.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152041.671875 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -152041.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152057.359375 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -152057.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152068.046875 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -152068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152078.921875 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -152078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152085.218750 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -152085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152093.750000 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -152093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152098.609375 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -152098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152106.171875 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -152106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152116.640625 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -152116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152120.171875 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -152120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152122.265625 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -152122.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152122.265625 Penalty: 3576.932129
	Iteration 18F: 3 clusters Score -152122.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Entering Unmasked Estep 
Score: -1764642.750000 Penalty: 2376.106689
	Iteration 0F: 2 clusters Score -1764643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1754129.875000 Penalty: 4752.213379
	Iteration 0F: 3 clusters Score -1754130 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1757538.375000 Penalty: 4752.213379
	Iteration 1F: 3 clusters Score -1757538 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1758061.250000 Penalty: 4752.213379
	Iteration 2F: 3 clusters Score -1758061 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1758517.625000 Penalty: 4752.213379
	Iteration 3F: 3 clusters Score -1758518 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1758909.875000 Penalty: 4752.213379
	Iteration 4F: 3 clusters Score -1758910 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1759317.375000 Penalty: 4752.213379
	Iteration 5Q: 3 clusters Score -1759317 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1759708.625000 Penalty: 4752.213379
	Iteration 6Q: 3 clusters Score -1759709 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1760054.375000 Penalty: 4752.213379
	Iteration 7Q: 3 clusters Score -1760054 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1760395.875000 Penalty: 4752.213379
	Iteration 8Q: 3 clusters Score -1760396 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1760762.125000 Penalty: 4752.213379
	Iteration 9Q: 3 clusters Score -1760762 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1761116.250000 Penalty: 4752.213379
	Iteration 10Q: 3 clusters Score -1761116 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1761478.875000 Penalty: 4752.213379
	Iteration 11Q: 3 clusters Score -1761479 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1761805.875000 Penalty: 4752.213379
	Iteration 12Q: 3 clusters Score -1761806 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1762095.500000 Penalty: 4752.213379
	Iteration 13Q: 3 clusters Score -1762096 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1762341.250000 Penalty: 4752.213379
	Iteration 14Q: 3 clusters Score -1762341 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1762520.750000 Penalty: 4752.213379
	Iteration 15Q: 3 clusters Score -1762521 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1762659.625000 Penalty: 4752.213379
	Iteration 16Q: 3 clusters Score -1762660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1762766.375000 Penalty: 4752.213379
	Iteration 17Q: 3 clusters Score -1762766 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1762844.000000 Penalty: 4752.213379
	Iteration 18Q: 3 clusters Score -1762844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1762906.500000 Penalty: 4752.213379
	Iteration 19Q: 3 clusters Score -1762906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1762990.625000 Penalty: 4752.213379
	Iteration 20F: 3 clusters Score -1762991 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1763057.750000 Penalty: 4752.213379
	Iteration 21Q: 3 clusters Score -1763058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1763107.625000 Penalty: 4752.213379
	Iteration 22Q: 3 clusters Score -1763108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1763142.625000 Penalty: 4752.213379
	Iteration 23Q: 3 clusters Score -1763143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1763173.875000 Penalty: 4752.213379
	Iteration 24Q: 3 clusters Score -1763174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1763207.125000 Penalty: 4752.213379
	Iteration 25Q: 3 clusters Score -1763207 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1763233.500000 Penalty: 4752.213379
	Iteration 26Q: 3 clusters Score -1763234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1763258.750000 Penalty: 4752.213379
	Iteration 27Q: 3 clusters Score -1763259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1763278.625000 Penalty: 4752.213379
	Iteration 28Q: 3 clusters Score -1763279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1763289.500000 Penalty: 4752.213379
	Iteration 29Q: 3 clusters Score -1763290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1763312.875000 Penalty: 4752.213379
	Iteration 30Q: 3 clusters Score -1763313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1763333.375000 Penalty: 4752.213379
	Iteration 31Q: 3 clusters Score -1763333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1763342.250000 Penalty: 4752.213379
	Iteration 32Q: 3 clusters Score -1763342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1763355.125000 Penalty: 4752.213379
	Iteration 33Q: 3 clusters Score -1763355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1763360.125000 Penalty: 4752.213379
	Iteration 34Q: 3 clusters Score -1763360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1763365.750000 Penalty: 4752.213379
	Iteration 35Q: 3 clusters Score -1763366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1763371.750000 Penalty: 4752.213379
	Iteration 36Q: 3 clusters Score -1763372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1763378.125000 Penalty: 4752.213379
	Iteration 37Q: 3 clusters Score -1763378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1763380.000000 Penalty: 4752.213379
	Iteration 38Q: 3 clusters Score -1763380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1763384.875000 Penalty: 4752.213379
	Iteration 39Q: 3 clusters Score -1763385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1763386.125000 Penalty: 4752.213379
	Iteration 40F: 3 clusters Score -1763386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1763388.750000 Penalty: 4752.213379
	Iteration 41Q: 3 clusters Score -1763389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763389.750000 Penalty: 4752.213379
	Iteration 42Q: 3 clusters Score -1763390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1763393.000000 Penalty: 4752.213379
	Iteration 43Q: 3 clusters Score -1763393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1763397.000000 Penalty: 4752.213379
	Iteration 44Q: 3 clusters Score -1763397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1763400.375000 Penalty: 4752.213379
	Iteration 45Q: 3 clusters Score -1763400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1763404.875000 Penalty: 4752.213379
	Iteration 46Q: 3 clusters Score -1763405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1763407.000000 Penalty: 4752.213379
	Iteration 47Q: 3 clusters Score -1763407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763403.875000 Penalty: 4752.213379
	Iteration 48Q: 3 clusters Score -1763404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1763406.125000 Penalty: 4752.213379
	Iteration 49Q: 3 clusters Score -1763406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763406.875000 Penalty: 4752.213379
	Iteration 50Q: 3 clusters Score -1763407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763408.500000 Penalty: 4752.213379
	Iteration 51Q: 3 clusters Score -1763408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763407.750000 Penalty: 4752.213379
	Iteration 52Q: 3 clusters Score -1763408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763411.625000 Penalty: 4752.213379
	Iteration 53Q: 3 clusters Score -1763412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1763411.625000 Penalty: 4752.213379
	Iteration 54F: 3 clusters Score -1763412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -828291.125000 Penalty: 2187.313477
	Iteration 0F: 2 clusters Score -828291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -822732.187500 Penalty: 4374.626953
	Iteration 0F: 3 clusters Score -822732.2 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -824239.875000 Penalty: 4374.626953
	Iteration 1F: 3 clusters Score -824239.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -824582.312500 Penalty: 4374.626953
	Iteration 2F: 3 clusters Score -824582.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -824937.562500 Penalty: 4374.626953
	Iteration 3F: 3 clusters Score -824937.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -825305.250000 Penalty: 4374.626953
	Iteration 4F: 3 clusters Score -825305.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -825669.437500 Penalty: 4374.626953
	Iteration 5F: 3 clusters Score -825669.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -826085.812500 Penalty: 4374.626953
	Iteration 6F: 3 clusters Score -826085.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -826569.500000 Penalty: 4374.626953
	Iteration 7F: 3 clusters Score -826569.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -826986.437500 Penalty: 4374.626953
	Iteration 8F: 3 clusters Score -826986.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -827324.125000 Penalty: 4374.626953
	Iteration 9Q: 3 clusters Score -827324.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -827577.875000 Penalty: 4374.626953
	Iteration 10Q: 3 clusters Score -827577.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -827720.250000 Penalty: 4374.626953
	Iteration 11Q: 3 clusters Score -827720.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -827813.062500 Penalty: 4374.626953
	Iteration 12Q: 3 clusters Score -827813.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -827869.625000 Penalty: 4374.626953
	Iteration 13Q: 3 clusters Score -827869.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -827900.250000 Penalty: 4374.626953
	Iteration 14Q: 3 clusters Score -827900.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -827918.937500 Penalty: 4374.626953
	Iteration 15Q: 3 clusters Score -827918.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -827934.062500 Penalty: 4374.626953
	Iteration 16Q: 3 clusters Score -827934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -827946.875000 Penalty: 4374.626953
	Iteration 17Q: 3 clusters Score -827946.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -827951.187500 Penalty: 4374.626953
	Iteration 18Q: 3 clusters Score -827951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -827954.375000 Penalty: 4374.626953
	Iteration 19Q: 3 clusters Score -827954.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -827958.937500 Penalty: 4374.626953
	Iteration 20F: 3 clusters Score -827958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -827962.437500 Penalty: 4374.626953
	Iteration 21Q: 3 clusters Score -827962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -827963.062500 Penalty: 4374.626953
	Iteration 22Q: 3 clusters Score -827963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -827965.000000 Penalty: 4374.626953
	Iteration 23Q: 3 clusters Score -827965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -827966.250000 Penalty: 4374.626953
	Iteration 24Q: 3 clusters Score -827966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -827966.250000 Penalty: 4374.626953
	Iteration 25F: 3 clusters Score -827966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Entering Unmasked Estep 
Score: -11763021.000000 Penalty: 2828.474609
	Iteration 0F: 2 clusters Score -1.176302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -11703007.000000 Penalty: 5656.949219
	Iteration 0F: 3 clusters Score -1.170301e+07 nChanged 42456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -11727295.000000 Penalty: 5656.949219
	Iteration 1F: 3 clusters Score -1.17273e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -11728207.000000 Penalty: 5656.949219
	Iteration 2Q: 3 clusters Score -1.172821e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -11729501.000000 Penalty: 5656.949219
	Iteration 3Q: 3 clusters Score -1.17295e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -11731790.000000 Penalty: 5656.949219
	Iteration 4F: 3 clusters Score -1.173179e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -11735770.000000 Penalty: 5656.949219
	Iteration 5F: 3 clusters Score -1.173577e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -11741429.000000 Penalty: 5656.949219
	Iteration 6F: 3 clusters Score -1.174143e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -11747382.000000 Penalty: 5656.949219
	Iteration 7F: 3 clusters Score -1.174738e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -11752304.000000 Penalty: 5656.949219
	Iteration 8F: 3 clusters Score -1.17523e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -11756085.000000 Penalty: 5656.949219
	Iteration 9Q: 3 clusters Score -1.175608e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -11758471.000000 Penalty: 5656.949219
	Iteration 10Q: 3 clusters Score -1.175847e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -11759859.000000 Penalty: 5656.949219
	Iteration 11Q: 3 clusters Score -1.175986e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -11760623.000000 Penalty: 5656.949219
	Iteration 12Q: 3 clusters Score -1.176062e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -11761026.000000 Penalty: 5656.949219
	Iteration 13Q: 3 clusters Score -1.176103e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -11761277.000000 Penalty: 5656.949219
	Iteration 14Q: 3 clusters Score -1.176128e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -11761422.000000 Penalty: 5656.949219
	Iteration 15Q: 3 clusters Score -1.176142e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -11761527.000000 Penalty: 5656.949219
	Iteration 16Q: 3 clusters Score -1.176153e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -11761629.000000 Penalty: 5656.949219
	Iteration 17Q: 3 clusters Score -1.176163e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -11761704.000000 Penalty: 5656.949219
	Iteration 18Q: 3 clusters Score -1.17617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -11761721.000000 Penalty: 5656.949219
	Iteration 19Q: 3 clusters Score -1.176172e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -11761756.000000 Penalty: 5656.949219
	Iteration 20F: 3 clusters Score -1.176176e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -11761780.000000 Penalty: 5656.949219
	Iteration 21Q: 3 clusters Score -1.176178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -11761778.000000 Penalty: 5656.949219
	Iteration 22Q: 3 clusters Score -1.176178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -11761793.000000 Penalty: 5656.949219
	Iteration 23Q: 3 clusters Score -1.176179e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -11761822.000000 Penalty: 5656.949219
	Iteration 24Q: 3 clusters Score -1.176182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -11761855.000000 Penalty: 5656.949219
	Iteration 25Q: 3 clusters Score -1.176186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -11761868.000000 Penalty: 5656.949219
	Iteration 26Q: 3 clusters Score -1.176187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -11761884.000000 Penalty: 5656.949219
	Iteration 27Q: 3 clusters Score -1.176188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -11761915.000000 Penalty: 5656.949219
	Iteration 28Q: 3 clusters Score -1.176192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -11761893.000000 Penalty: 5656.949219
	Iteration 29Q: 3 clusters Score -1.176189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -11761899.000000 Penalty: 5656.949219
	Iteration 30Q: 3 clusters Score -1.17619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -11761930.000000 Penalty: 5656.949219
	Iteration 31Q: 3 clusters Score -1.176193e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -11761996.000000 Penalty: 5656.949219
	Iteration 32Q: 3 clusters Score -1.1762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11762014.000000 Penalty: 5656.949219
	Iteration 33Q: 3 clusters Score -1.176201e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -11762071.000000 Penalty: 5656.949219
	Iteration 34Q: 3 clusters Score -1.176207e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -11762102.000000 Penalty: 5656.949219
	Iteration 35Q: 3 clusters Score -1.17621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -11762101.000000 Penalty: 5656.949219
	Iteration 36Q: 3 clusters Score -1.17621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -11762149.000000 Penalty: 5656.949219
	Iteration 37Q: 3 clusters Score -1.176215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -11762152.000000 Penalty: 5656.949219
	Iteration 38Q: 3 clusters Score -1.176215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -11762150.000000 Penalty: 5656.949219
	Iteration 39Q: 3 clusters Score -1.176215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -11762172.000000 Penalty: 5656.949219
	Iteration 40F: 3 clusters Score -1.176217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -11762168.000000 Penalty: 5656.949219
	Iteration 41Q: 3 clusters Score -1.176217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -11762183.000000 Penalty: 5656.949219
	Iteration 42Q: 3 clusters Score -1.176218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -11762179.000000 Penalty: 5656.949219
	Iteration 43Q: 3 clusters Score -1.176218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -11762182.000000 Penalty: 5656.949219
	Iteration 44Q: 3 clusters Score -1.176218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -11762174.000000 Penalty: 5656.949219
	Iteration 45Q: 3 clusters Score -1.176217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -11762172.000000 Penalty: 5656.949219
	Iteration 46Q: 3 clusters Score -1.176217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11762175.000000 Penalty: 5656.949219
	Iteration 47Q: 3 clusters Score -1.176218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11762171.000000 Penalty: 5656.949219
	Iteration 48Q: 3 clusters Score -1.176217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11762171.000000 Penalty: 5656.949219
	Iteration 49F: 3 clusters Score -1.176217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Entering Unmasked Estep 
Score: -1492020.750000 Penalty: 2317.180908
	Iteration 0F: 2 clusters Score -1492021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1483522.125000 Penalty: 4634.361816
	Iteration 0F: 3 clusters Score -1483522 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1486375.375000 Penalty: 4634.361816
	Iteration 1F: 3 clusters Score -1486375 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1487254.000000 Penalty: 4634.361816
	Iteration 2F: 3 clusters Score -1487254 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1488361.875000 Penalty: 4634.361816
	Iteration 3F: 3 clusters Score -1488362 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1489350.375000 Penalty: 4634.361816
	Iteration 4F: 3 clusters Score -1489350 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1490030.250000 Penalty: 4634.361816
	Iteration 5F: 3 clusters Score -1490030 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1490451.875000 Penalty: 4634.361816
	Iteration 6F: 3 clusters Score -1490452 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1490743.750000 Penalty: 4634.361816
	Iteration 7Q: 3 clusters Score -1490744 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1490944.625000 Penalty: 4634.361816
	Iteration 8Q: 3 clusters Score -1490945 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1491050.750000 Penalty: 4634.361816
	Iteration 9Q: 3 clusters Score -1491051 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1491122.375000 Penalty: 4634.361816
	Iteration 10Q: 3 clusters Score -1491122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1491180.625000 Penalty: 4634.361816
	Iteration 11Q: 3 clusters Score -1491181 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1491216.375000 Penalty: 4634.361816
	Iteration 12Q: 3 clusters Score -1491216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1491241.750000 Penalty: 4634.361816
	Iteration 13Q: 3 clusters Score -1491242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1491264.000000 Penalty: 4634.361816
	Iteration 14Q: 3 clusters Score -1491264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1491288.125000 Penalty: 4634.361816
	Iteration 15Q: 3 clusters Score -1491288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1491294.000000 Penalty: 4634.361816
	Iteration 16Q: 3 clusters Score -1491294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1491308.625000 Penalty: 4634.361816
	Iteration 17Q: 3 clusters Score -1491309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1491315.125000 Penalty: 4634.361816
	Iteration 18Q: 3 clusters Score -1491315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1491323.875000 Penalty: 4634.361816
	Iteration 19Q: 3 clusters Score -1491324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1491333.250000 Penalty: 4634.361816
	Iteration 20F: 3 clusters Score -1491333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1491334.500000 Penalty: 4634.361816
	Iteration 21Q: 3 clusters Score -1491334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1491342.125000 Penalty: 4634.361816
	Iteration 22Q: 3 clusters Score -1491342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1491342.375000 Penalty: 4634.361816
	Iteration 23Q: 3 clusters Score -1491342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1491344.875000 Penalty: 4634.361816
	Iteration 24Q: 3 clusters Score -1491345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1491344.750000 Penalty: 4634.361816
	Iteration 25Q: 3 clusters Score -1491345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1491348.375000 Penalty: 4634.361816
	Iteration 26Q: 3 clusters Score -1491348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1491350.375000 Penalty: 4634.361816
	Iteration 27Q: 3 clusters Score -1491350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1491350.375000 Penalty: 4634.361816
	Iteration 28F: 3 clusters Score -1491350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Entering Unmasked Estep 
Score: -10752153.000000 Penalty: 2807.788818
	Iteration 0F: 2 clusters Score -1.075215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -10697124.000000 Penalty: 5615.577637
	Iteration 0F: 3 clusters Score -1.069712e+07 nChanged 38665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -10719815.000000 Penalty: 5615.577637
	Iteration 1F: 3 clusters Score -1.071982e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -10721530.000000 Penalty: 5615.577637
	Iteration 2Q: 3 clusters Score -1.072153e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -10724377.000000 Penalty: 5615.577637
	Iteration 3F: 3 clusters Score -1.072438e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -10728214.000000 Penalty: 5615.577637
	Iteration 4F: 3 clusters Score -1.072821e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -10732488.000000 Penalty: 5615.577637
	Iteration 5F: 3 clusters Score -1.073249e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -10736148.000000 Penalty: 5615.577637
	Iteration 6F: 3 clusters Score -1.073615e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -10738904.000000 Penalty: 5615.577637
	Iteration 7F: 3 clusters Score -1.07389e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -10740836.000000 Penalty: 5615.577637
	Iteration 8Q: 3 clusters Score -1.074084e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -10742446.000000 Penalty: 5615.577637
	Iteration 9Q: 3 clusters Score -1.074245e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -10744162.000000 Penalty: 5615.577637
	Iteration 10Q: 3 clusters Score -1.074416e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -10745614.000000 Penalty: 5615.577637
	Iteration 11Q: 3 clusters Score -1.074561e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -10746862.000000 Penalty: 5615.577637
	Iteration 12Q: 3 clusters Score -1.074686e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -10747906.000000 Penalty: 5615.577637
	Iteration 13Q: 3 clusters Score -1.074791e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -10748646.000000 Penalty: 5615.577637
	Iteration 14Q: 3 clusters Score -1.074865e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -10749069.000000 Penalty: 5615.577637
	Iteration 15Q: 3 clusters Score -1.074907e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -10749360.000000 Penalty: 5615.577637
	Iteration 16Q: 3 clusters Score -1.074936e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -10749549.000000 Penalty: 5615.577637
	Iteration 17Q: 3 clusters Score -1.074955e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -10749646.000000 Penalty: 5615.577637
	Iteration 18Q: 3 clusters Score -1.074965e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -10749758.000000 Penalty: 5615.577637
	Iteration 19Q: 3 clusters Score -1.074976e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -10749833.000000 Penalty: 5615.577637
	Iteration 20F: 3 clusters Score -1.074983e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -10749916.000000 Penalty: 5615.577637
	Iteration 21Q: 3 clusters Score -1.074992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -10749933.000000 Penalty: 5615.577637
	Iteration 22Q: 3 clusters Score -1.074993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -10749975.000000 Penalty: 5615.577637
	Iteration 23Q: 3 clusters Score -1.074998e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -10749985.000000 Penalty: 5615.577637
	Iteration 24Q: 3 clusters Score -1.074998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -10750016.000000 Penalty: 5615.577637
	Iteration 25Q: 3 clusters Score -1.075002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -10750041.000000 Penalty: 5615.577637
	Iteration 26Q: 3 clusters Score -1.075004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -10750083.000000 Penalty: 5615.577637
	Iteration 27Q: 3 clusters Score -1.075008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -10750125.000000 Penalty: 5615.577637
	Iteration 28Q: 3 clusters Score -1.075012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -10750151.000000 Penalty: 5615.577637
	Iteration 29Q: 3 clusters Score -1.075015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10750164.000000 Penalty: 5615.577637
	Iteration 30Q: 3 clusters Score -1.075016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -10750176.000000 Penalty: 5615.577637
	Iteration 31Q: 3 clusters Score -1.075018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10750188.000000 Penalty: 5615.577637
	Iteration 32Q: 3 clusters Score -1.075019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -10750196.000000 Penalty: 5615.577637
	Iteration 33Q: 3 clusters Score -1.07502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -10750214.000000 Penalty: 5615.577637
	Iteration 34Q: 3 clusters Score -1.075021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -10750224.000000 Penalty: 5615.577637
	Iteration 35Q: 3 clusters Score -1.075022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -10750241.000000 Penalty: 5615.577637
	Iteration 36Q: 3 clusters Score -1.075024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -10750258.000000 Penalty: 5615.577637
	Iteration 37Q: 3 clusters Score -1.075026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -10750253.000000 Penalty: 5615.577637
	Iteration 38Q: 3 clusters Score -1.075025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -10750253.000000 Penalty: 5615.577637
	Iteration 39F: 3 clusters Score -1.075025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Entering Unmasked Estep 
Score: -2018970.625000 Penalty: 2397.480225
	Iteration 0F: 2 clusters Score -2018971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2007650.750000 Penalty: 4794.960449
	Iteration 0F: 3 clusters Score -2007651 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2011687.000000 Penalty: 4794.960449
	Iteration 1F: 3 clusters Score -2011687 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2012595.625000 Penalty: 4794.960449
	Iteration 2F: 3 clusters Score -2012596 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2013511.125000 Penalty: 4794.960449
	Iteration 3F: 3 clusters Score -2013511 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2014383.500000 Penalty: 4794.960449
	Iteration 4F: 3 clusters Score -2014384 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2015140.875000 Penalty: 4794.960449
	Iteration 5F: 3 clusters Score -2015141 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2015728.000000 Penalty: 4794.960449
	Iteration 6F: 3 clusters Score -2015728 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2016187.250000 Penalty: 4794.960449
	Iteration 7Q: 3 clusters Score -2016187 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2016579.875000 Penalty: 4794.960449
	Iteration 8Q: 3 clusters Score -2016580 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2016881.375000 Penalty: 4794.960449
	Iteration 9Q: 3 clusters Score -2016881 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2017136.250000 Penalty: 4794.960449
	Iteration 10Q: 3 clusters Score -2017136 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2017363.125000 Penalty: 4794.960449
	Iteration 11Q: 3 clusters Score -2017363 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2017594.625000 Penalty: 4794.960449
	Iteration 12Q: 3 clusters Score -2017595 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2017779.375000 Penalty: 4794.960449
	Iteration 13Q: 3 clusters Score -2017779 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2017907.250000 Penalty: 4794.960449
	Iteration 14Q: 3 clusters Score -2017907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2018027.875000 Penalty: 4794.960449
	Iteration 15Q: 3 clusters Score -2018028 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2018146.500000 Penalty: 4794.960449
	Iteration 16Q: 3 clusters Score -2018146 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2018224.500000 Penalty: 4794.960449
	Iteration 17Q: 3 clusters Score -2018224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2018263.125000 Penalty: 4794.960449
	Iteration 18Q: 3 clusters Score -2018263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2018295.375000 Penalty: 4794.960449
	Iteration 19Q: 3 clusters Score -2018295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2018322.875000 Penalty: 4794.960449
	Iteration 20F: 3 clusters Score -2018323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2018340.125000 Penalty: 4794.960449
	Iteration 21Q: 3 clusters Score -2018340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2018359.125000 Penalty: 4794.960449
	Iteration 22Q: 3 clusters Score -2018359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2018365.625000 Penalty: 4794.960449
	Iteration 23Q: 3 clusters Score -2018366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2018377.625000 Penalty: 4794.960449
	Iteration 24Q: 3 clusters Score -2018378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2018383.750000 Penalty: 4794.960449
	Iteration 25Q: 3 clusters Score -2018384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2018388.750000 Penalty: 4794.960449
	Iteration 26Q: 3 clusters Score -2018389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2018393.875000 Penalty: 4794.960449
	Iteration 27Q: 3 clusters Score -2018394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2018402.375000 Penalty: 4794.960449
	Iteration 28Q: 3 clusters Score -2018402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2018404.250000 Penalty: 4794.960449
	Iteration 29Q: 3 clusters Score -2018404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2018410.375000 Penalty: 4794.960449
	Iteration 30Q: 3 clusters Score -2018410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2018414.250000 Penalty: 4794.960449
	Iteration 31Q: 3 clusters Score -2018414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2018421.875000 Penalty: 4794.960449
	Iteration 32Q: 3 clusters Score -2018422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2018423.250000 Penalty: 4794.960449
	Iteration 33Q: 3 clusters Score -2018423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2018425.375000 Penalty: 4794.960449
	Iteration 34Q: 3 clusters Score -2018425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2018428.625000 Penalty: 4794.960449
	Iteration 35Q: 3 clusters Score -2018429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2018433.000000 Penalty: 4794.960449
	Iteration 36Q: 3 clusters Score -2018433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2018436.000000 Penalty: 4794.960449
	Iteration 37Q: 3 clusters Score -2018436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2018436.250000 Penalty: 4794.960449
	Iteration 38Q: 3 clusters Score -2018436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2018437.875000 Penalty: 4794.960449
	Iteration 39Q: 3 clusters Score -2018438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2018439.500000 Penalty: 4794.960449
	Iteration 40F: 3 clusters Score -2018440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2018440.500000 Penalty: 4794.960449
	Iteration 41Q: 3 clusters Score -2018440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2018435.125000 Penalty: 4794.960449
	Iteration 42Q: 3 clusters Score -2018435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2018437.375000 Penalty: 4794.960449
	Iteration 43Q: 3 clusters Score -2018437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2018436.250000 Penalty: 4794.960449
	Iteration 44Q: 3 clusters Score -2018436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2018438.875000 Penalty: 4794.960449
	Iteration 45Q: 3 clusters Score -2018439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2018443.000000 Penalty: 4794.960449
	Iteration 46Q: 3 clusters Score -2018443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2018441.125000 Penalty: 4794.960449
	Iteration 47Q: 3 clusters Score -2018441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2018445.250000 Penalty: 4794.960449
	Iteration 48Q: 3 clusters Score -2018445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2018445.875000 Penalty: 4794.960449
	Iteration 49Q: 3 clusters Score -2018446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2018447.875000 Penalty: 4794.960449
	Iteration 50Q: 3 clusters Score -2018448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2018450.125000 Penalty: 4794.960449
	Iteration 51Q: 3 clusters Score -2018450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2018447.375000 Penalty: 4794.960449
	Iteration 52Q: 3 clusters Score -2018447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2018449.250000 Penalty: 4794.960449
	Iteration 53Q: 3 clusters Score -2018449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2018446.125000 Penalty: 4794.960449
	Iteration 54Q: 3 clusters Score -2018446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2018449.375000 Penalty: 4794.960449
	Iteration 55Q: 3 clusters Score -2018449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2018447.125000 Penalty: 4794.960449
	Iteration 56Q: 3 clusters Score -2018447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2018447.125000 Penalty: 4794.960449
	Iteration 57F: 3 clusters Score -2018447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Entering Unmasked Estep 
Score: -5089831.000000 Penalty: 2640.625732
	Iteration 0F: 2 clusters Score -5089831 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 21127 members 
Entering Unmasked Estep 
Score: -5061220.500000 Penalty: 5281.251465
	Iteration 0F: 3 clusters Score -5061220 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5072227.500000 Penalty: 5281.251465
	Iteration 1F: 3 clusters Score -5072228 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5073186.000000 Penalty: 5281.251465
	Iteration 2F: 3 clusters Score -5073186 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5074392.000000 Penalty: 5281.251465
	Iteration 3F: 3 clusters Score -5074392 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5075897.500000 Penalty: 5281.251465
	Iteration 4F: 3 clusters Score -5075898 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5077519.000000 Penalty: 5281.251465
	Iteration 5F: 3 clusters Score -5077519 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -5079109.000000 Penalty: 5281.251465
	Iteration 6F: 3 clusters Score -5079109 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5080553.500000 Penalty: 5281.251465
	Iteration 7F: 3 clusters Score -5080554 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5081737.000000 Penalty: 5281.251465
	Iteration 8Q: 3 clusters Score -5081737 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5082773.000000 Penalty: 5281.251465
	Iteration 9Q: 3 clusters Score -5082773 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -5083649.000000 Penalty: 5281.251465
	Iteration 10Q: 3 clusters Score -5083649 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5084481.000000 Penalty: 5281.251465
	Iteration 11Q: 3 clusters Score -5084481 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5085288.500000 Penalty: 5281.251465
	Iteration 12Q: 3 clusters Score -5085288 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -5085995.500000 Penalty: 5281.251465
	Iteration 13Q: 3 clusters Score -5085996 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5086532.000000 Penalty: 5281.251465
	Iteration 14Q: 3 clusters Score -5086532 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5086964.000000 Penalty: 5281.251465
	Iteration 15Q: 3 clusters Score -5086964 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5087343.500000 Penalty: 5281.251465
	Iteration 16Q: 3 clusters Score -5087344 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5087626.500000 Penalty: 5281.251465
	Iteration 17Q: 3 clusters Score -5087626 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5087821.000000 Penalty: 5281.251465
	Iteration 18Q: 3 clusters Score -5087821 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5087949.500000 Penalty: 5281.251465
	Iteration 19Q: 3 clusters Score -5087950 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5088028.500000 Penalty: 5281.251465
	Iteration 20F: 3 clusters Score -5088028 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5088082.500000 Penalty: 5281.251465
	Iteration 21Q: 3 clusters Score -5088082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5088146.500000 Penalty: 5281.251465
	Iteration 22Q: 3 clusters Score -5088146 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5088179.500000 Penalty: 5281.251465
	Iteration 23Q: 3 clusters Score -5088180 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5088199.500000 Penalty: 5281.251465
	Iteration 24Q: 3 clusters Score -5088200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5088231.500000 Penalty: 5281.251465
	Iteration 25Q: 3 clusters Score -5088232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5088274.500000 Penalty: 5281.251465
	Iteration 26Q: 3 clusters Score -5088274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5088320.500000 Penalty: 5281.251465
	Iteration 27Q: 3 clusters Score -5088320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5088343.000000 Penalty: 5281.251465
	Iteration 28Q: 3 clusters Score -5088343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5088372.500000 Penalty: 5281.251465
	Iteration 29Q: 3 clusters Score -5088372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5088390.000000 Penalty: 5281.251465
	Iteration 30Q: 3 clusters Score -5088390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5088411.500000 Penalty: 5281.251465
	Iteration 31Q: 3 clusters Score -5088412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5088434.500000 Penalty: 5281.251465
	Iteration 32Q: 3 clusters Score -5088434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5088438.000000 Penalty: 5281.251465
	Iteration 33Q: 3 clusters Score -5088438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5088463.000000 Penalty: 5281.251465
	Iteration 34Q: 3 clusters Score -5088463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5088480.500000 Penalty: 5281.251465
	Iteration 35Q: 3 clusters Score -5088480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5088484.000000 Penalty: 5281.251465
	Iteration 36Q: 3 clusters Score -5088484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5088502.000000 Penalty: 5281.251465
	Iteration 37Q: 3 clusters Score -5088502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5088511.000000 Penalty: 5281.251465
	Iteration 38Q: 3 clusters Score -5088511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5088532.000000 Penalty: 5281.251465
	Iteration 39Q: 3 clusters Score -5088532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5088535.000000 Penalty: 5281.251465
	Iteration 40F: 3 clusters Score -5088535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -5088546.000000 Penalty: 5281.251465
	Iteration 41Q: 3 clusters Score -5088546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5088565.500000 Penalty: 5281.251465
	Iteration 42Q: 3 clusters Score -5088566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -5088556.500000 Penalty: 5281.251465
	Iteration 43Q: 3 clusters Score -5088556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5088554.500000 Penalty: 5281.251465
	Iteration 44Q: 3 clusters Score -5088554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5088562.500000 Penalty: 5281.251465
	Iteration 45Q: 3 clusters Score -5088562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5088558.000000 Penalty: 5281.251465
	Iteration 46Q: 3 clusters Score -5088558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5088575.000000 Penalty: 5281.251465
	Iteration 47Q: 3 clusters Score -5088575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5088578.500000 Penalty: 5281.251465
	Iteration 48Q: 3 clusters Score -5088578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5088581.000000 Penalty: 5281.251465
	Iteration 49Q: 3 clusters Score -5088581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5088583.500000 Penalty: 5281.251465
	Iteration 50Q: 3 clusters Score -5088584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5088600.500000 Penalty: 5281.251465
	Iteration 51Q: 3 clusters Score -5088600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5088587.000000 Penalty: 5281.251465
	Iteration 52Q: 3 clusters Score -5088587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -5088585.500000 Penalty: 5281.251465
	Iteration 53Q: 3 clusters Score -5088586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5088580.500000 Penalty: 5281.251465
	Iteration 54Q: 3 clusters Score -5088580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5088582.500000 Penalty: 5281.251465
	Iteration 55Q: 3 clusters Score -5088582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5088584.000000 Penalty: 5281.251465
	Iteration 56Q: 3 clusters Score -5088584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5088591.500000 Penalty: 5281.251465
	Iteration 57Q: 3 clusters Score -5088592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -5088592.500000 Penalty: 5281.251465
	Iteration 58Q: 3 clusters Score -5088592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5088601.000000 Penalty: 5281.251465
	Iteration 59Q: 3 clusters Score -5088601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5088605.500000 Penalty: 5281.251465
	Iteration 60F: 3 clusters Score -5088606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5088598.500000 Penalty: 5281.251465
	Iteration 61Q: 3 clusters Score -5088598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5088595.500000 Penalty: 5281.251465
	Iteration 62Q: 3 clusters Score -5088596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5088595.500000 Penalty: 5281.251465
	Iteration 63Q: 3 clusters Score -5088596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5088596.500000 Penalty: 5281.251465
	Iteration 64Q: 3 clusters Score -5088596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5088597.500000 Penalty: 5281.251465
	Iteration 65Q: 3 clusters Score -5088598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5088595.000000 Penalty: 5281.251465
	Iteration 66Q: 3 clusters Score -5088595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5088594.000000 Penalty: 5281.251465
	Iteration 67Q: 3 clusters Score -5088594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5088590.500000 Penalty: 5281.251465
	Iteration 68Q: 3 clusters Score -5088590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5088590.500000 Penalty: 5281.251465
	Iteration 69F: 3 clusters Score -5088590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Entering Unmasked Estep 
Score: -1009180.812500 Penalty: 2224.067383
	Iteration 0F: 2 clusters Score -1009181 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 3890 members 
Entering Unmasked Estep 
Score: -1002948.625000 Penalty: 4448.134766
	Iteration 0F: 3 clusters Score -1002949 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1004852.187500 Penalty: 4448.134766
	Iteration 1F: 3 clusters Score -1004852 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1005436.937500 Penalty: 4448.134766
	Iteration 2F: 3 clusters Score -1005437 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1006018.750000 Penalty: 4448.134766
	Iteration 3F: 3 clusters Score -1006019 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1006498.125000 Penalty: 4448.134766
	Iteration 4F: 3 clusters Score -1006498 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1006809.875000 Penalty: 4448.134766
	Iteration 5F: 3 clusters Score -1006810 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1006982.062500 Penalty: 4448.134766
	Iteration 6Q: 3 clusters Score -1006982 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1007095.187500 Penalty: 4448.134766
	Iteration 7Q: 3 clusters Score -1007095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1007178.500000 Penalty: 4448.134766
	Iteration 8Q: 3 clusters Score -1007178 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1007232.562500 Penalty: 4448.134766
	Iteration 9Q: 3 clusters Score -1007233 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1007259.437500 Penalty: 4448.134766
	Iteration 10Q: 3 clusters Score -1007259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1007286.062500 Penalty: 4448.134766
	Iteration 11Q: 3 clusters Score -1007286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1007308.375000 Penalty: 4448.134766
	Iteration 12Q: 3 clusters Score -1007308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1007325.562500 Penalty: 4448.134766
	Iteration 13Q: 3 clusters Score -1007326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1007342.937500 Penalty: 4448.134766
	Iteration 14Q: 3 clusters Score -1007343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1007357.562500 Penalty: 4448.134766
	Iteration 15Q: 3 clusters Score -1007358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1007369.500000 Penalty: 4448.134766
	Iteration 16Q: 3 clusters Score -1007370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1007381.625000 Penalty: 4448.134766
	Iteration 17Q: 3 clusters Score -1007382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1007387.750000 Penalty: 4448.134766
	Iteration 18Q: 3 clusters Score -1007388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1007395.312500 Penalty: 4448.134766
	Iteration 19Q: 3 clusters Score -1007395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1007400.625000 Penalty: 4448.134766
	Iteration 20F: 3 clusters Score -1007401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1007405.250000 Penalty: 4448.134766
	Iteration 21Q: 3 clusters Score -1007405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1007409.125000 Penalty: 4448.134766
	Iteration 22Q: 3 clusters Score -1007409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1007417.812500 Penalty: 4448.134766
	Iteration 23Q: 3 clusters Score -1007418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1007420.437500 Penalty: 4448.134766
	Iteration 24Q: 3 clusters Score -1007420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1007424.000000 Penalty: 4448.134766
	Iteration 25Q: 3 clusters Score -1007424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1007429.250000 Penalty: 4448.134766
	Iteration 26Q: 3 clusters Score -1007429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1007430.625000 Penalty: 4448.134766
	Iteration 27Q: 3 clusters Score -1007431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1007434.000000 Penalty: 4448.134766
	Iteration 28Q: 3 clusters Score -1007434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1007436.312500 Penalty: 4448.134766
	Iteration 29Q: 3 clusters Score -1007436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1007436.687500 Penalty: 4448.134766
	Iteration 30Q: 3 clusters Score -1007437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1007437.500000 Penalty: 4448.134766
	Iteration 31Q: 3 clusters Score -1007438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1007441.000000 Penalty: 4448.134766
	Iteration 32Q: 3 clusters Score -1007441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1007443.750000 Penalty: 4448.134766
	Iteration 33Q: 3 clusters Score -1007444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1007449.250000 Penalty: 4448.134766
	Iteration 34Q: 3 clusters Score -1007449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1007448.750000 Penalty: 4448.134766
	Iteration 35Q: 3 clusters Score -1007449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1007451.187500 Penalty: 4448.134766
	Iteration 36Q: 3 clusters Score -1007451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1007452.062500 Penalty: 4448.134766
	Iteration 37Q: 3 clusters Score -1007452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1007451.500000 Penalty: 4448.134766
	Iteration 38Q: 3 clusters Score -1007452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1007454.250000 Penalty: 4448.134766
	Iteration 39Q: 3 clusters Score -1007454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1007454.250000 Penalty: 4448.134766
	Iteration 40F: 3 clusters Score -1007454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Entering Unmasked Estep 
Score: -2109269.000000 Penalty: 2422.111572
	Iteration 0F: 2 clusters Score -2109269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2096925.625000 Penalty: 4844.223145
	Iteration 0F: 3 clusters Score -2096926 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2101254.000000 Penalty: 4844.223145
	Iteration 1F: 3 clusters Score -2101254 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2102351.750000 Penalty: 4844.223145
	Iteration 2F: 3 clusters Score -2102352 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2103839.750000 Penalty: 4844.223145
	Iteration 3F: 3 clusters Score -2103840 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2105436.500000 Penalty: 4844.223145
	Iteration 4F: 3 clusters Score -2105436 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2106616.500000 Penalty: 4844.223145
	Iteration 5F: 3 clusters Score -2106616 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2107313.500000 Penalty: 4844.223145
	Iteration 6F: 3 clusters Score -2107314 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2107707.250000 Penalty: 4844.223145
	Iteration 7Q: 3 clusters Score -2107707 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2107932.000000 Penalty: 4844.223145
	Iteration 8Q: 3 clusters Score -2107932 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2108067.250000 Penalty: 4844.223145
	Iteration 9Q: 3 clusters Score -2108067 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2108151.750000 Penalty: 4844.223145
	Iteration 10Q: 3 clusters Score -2108152 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2108197.750000 Penalty: 4844.223145
	Iteration 11Q: 3 clusters Score -2108198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2108236.750000 Penalty: 4844.223145
	Iteration 12Q: 3 clusters Score -2108237 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2108267.250000 Penalty: 4844.223145
	Iteration 13Q: 3 clusters Score -2108267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2108297.750000 Penalty: 4844.223145
	Iteration 14Q: 3 clusters Score -2108298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2108315.000000 Penalty: 4844.223145
	Iteration 15Q: 3 clusters Score -2108315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2108334.500000 Penalty: 4844.223145
	Iteration 16Q: 3 clusters Score -2108334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2108356.250000 Penalty: 4844.223145
	Iteration 17Q: 3 clusters Score -2108356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2108366.000000 Penalty: 4844.223145
	Iteration 18Q: 3 clusters Score -2108366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2108375.250000 Penalty: 4844.223145
	Iteration 19Q: 3 clusters Score -2108375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2108387.000000 Penalty: 4844.223145
	Iteration 20F: 3 clusters Score -2108387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2108400.250000 Penalty: 4844.223145
	Iteration 21Q: 3 clusters Score -2108400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2108409.250000 Penalty: 4844.223145
	Iteration 22Q: 3 clusters Score -2108409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2108419.500000 Penalty: 4844.223145
	Iteration 23Q: 3 clusters Score -2108420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2108431.500000 Penalty: 4844.223145
	Iteration 24Q: 3 clusters Score -2108432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2108450.250000 Penalty: 4844.223145
	Iteration 25Q: 3 clusters Score -2108450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2108467.250000 Penalty: 4844.223145
	Iteration 26Q: 3 clusters Score -2108467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2108492.750000 Penalty: 4844.223145
	Iteration 27Q: 3 clusters Score -2108493 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2108507.250000 Penalty: 4844.223145
	Iteration 28Q: 3 clusters Score -2108507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2108512.750000 Penalty: 4844.223145
	Iteration 29Q: 3 clusters Score -2108513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2108520.000000 Penalty: 4844.223145
	Iteration 30Q: 3 clusters Score -2108520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2108527.250000 Penalty: 4844.223145
	Iteration 31Q: 3 clusters Score -2108527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2108536.250000 Penalty: 4844.223145
	Iteration 32Q: 3 clusters Score -2108536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2108544.750000 Penalty: 4844.223145
	Iteration 33Q: 3 clusters Score -2108545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2108551.250000 Penalty: 4844.223145
	Iteration 34Q: 3 clusters Score -2108551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2108553.000000 Penalty: 4844.223145
	Iteration 35Q: 3 clusters Score -2108553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2108556.750000 Penalty: 4844.223145
	Iteration 36Q: 3 clusters Score -2108557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2108559.500000 Penalty: 4844.223145
	Iteration 37Q: 3 clusters Score -2108560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2108570.000000 Penalty: 4844.223145
	Iteration 38Q: 3 clusters Score -2108570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2108571.500000 Penalty: 4844.223145
	Iteration 39Q: 3 clusters Score -2108572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2108586.250000 Penalty: 4844.223145
	Iteration 40F: 3 clusters Score -2108586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2108594.500000 Penalty: 4844.223145
	Iteration 41Q: 3 clusters Score -2108594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2108601.250000 Penalty: 4844.223145
	Iteration 42Q: 3 clusters Score -2108601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2108602.000000 Penalty: 4844.223145
	Iteration 43Q: 3 clusters Score -2108602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2108615.000000 Penalty: 4844.223145
	Iteration 44Q: 3 clusters Score -2108615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2108615.750000 Penalty: 4844.223145
	Iteration 45Q: 3 clusters Score -2108616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2108615.750000 Penalty: 4844.223145
	Iteration 46Q: 3 clusters Score -2108616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2108616.000000 Penalty: 4844.223145
	Iteration 47Q: 3 clusters Score -2108616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2108618.500000 Penalty: 4844.223145
	Iteration 48Q: 3 clusters Score -2108618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2108617.000000 Penalty: 4844.223145
	Iteration 49Q: 3 clusters Score -2108617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2108615.750000 Penalty: 4844.223145
	Iteration 50Q: 3 clusters Score -2108616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2108613.750000 Penalty: 4844.223145
	Iteration 51Q: 3 clusters Score -2108614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2108619.500000 Penalty: 4844.223145
	Iteration 52Q: 3 clusters Score -2108620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2108620.500000 Penalty: 4844.223145
	Iteration 53Q: 3 clusters Score -2108620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2108621.750000 Penalty: 4844.223145
	Iteration 54Q: 3 clusters Score -2108622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2108621.250000 Penalty: 4844.223145
	Iteration 55Q: 3 clusters Score -2108621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2108622.750000 Penalty: 4844.223145
	Iteration 56Q: 3 clusters Score -2108623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2108626.750000 Penalty: 4844.223145
	Iteration 57Q: 3 clusters Score -2108627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2108624.750000 Penalty: 4844.223145
	Iteration 58Q: 3 clusters Score -2108625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2108622.750000 Penalty: 4844.223145
	Iteration 59Q: 3 clusters Score -2108623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2108623.000000 Penalty: 4844.223145
	Iteration 60F: 3 clusters Score -2108623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2108626.500000 Penalty: 4844.223145
	Iteration 61Q: 3 clusters Score -2108626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2108624.000000 Penalty: 4844.223145
	Iteration 62Q: 3 clusters Score -2108624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2108624.500000 Penalty: 4844.223145
	Iteration 63Q: 3 clusters Score -2108624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2108624.500000 Penalty: 4844.223145
	Iteration 64Q: 3 clusters Score -2108624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2108622.500000 Penalty: 4844.223145
	Iteration 65Q: 3 clusters Score -2108622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2108623.000000 Penalty: 4844.223145
	Iteration 66Q: 3 clusters Score -2108623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2108624.750000 Penalty: 4844.223145
	Iteration 67Q: 3 clusters Score -2108625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2108624.250000 Penalty: 4844.223145
	Iteration 68Q: 3 clusters Score -2108624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2108623.000000 Penalty: 4844.223145
	Iteration 69Q: 3 clusters Score -2108623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2108622.750000 Penalty: 4844.223145
	Iteration 70Q: 3 clusters Score -2108623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2108622.750000 Penalty: 4844.223145
	Iteration 71F: 3 clusters Score -2108623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -664261.000000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664261 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -665378.812500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665378.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -665578.000000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -665723.000000 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -665723 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -665841.375000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665841.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -665928.812500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -665928.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -666000.312500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666000.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -666059.187500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666059.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -666106.687500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666106.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -666143.750000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -666143.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -666182.375000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -666182.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -666218.562500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -666218.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -666248.562500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -666248.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -666283.125000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -666283.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -666324.125000 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -666324.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -666385.750000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -666385.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -666454.937500 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -666454.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -666542.125000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -666542.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -666650.937500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -666650.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -666783.750000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -666783.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -666889.437500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -666889.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -666987.687500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -666987.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -667079.000000 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -667079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -667148.562500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -667148.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -667214.125000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -667214.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -667254.937500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -667254.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -667286.750000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -667286.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -667320.250000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -667320.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -667352.062500 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -667352.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -667382.000000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -667382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -667408.812500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -667408.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -667452.500000 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -667452.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -667499.375000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -667499.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -667552.750000 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -667552.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -667625.812500 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -667625.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -667700.562500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -667700.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -667776.750000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -667776.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -667853.187500 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -667853.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -667942.562500 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -667942.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -668020.875000 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -668020.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -668079.750000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -668079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -668134.250000 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -668134.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -668174.312500 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -668174.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -668213.687500 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -668213.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -668258.937500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -668258.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -668302.125000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -668302.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -668342.125000 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -668342.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -668385.437500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -668385.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -668423.562500 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -668423.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -668453.062500 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -668453.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -668474.625000 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -668474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -668491.750000 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -668491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -668496.312500 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -668496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -668499.437500 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -668499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -668505.125000 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -668505.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -668508.500000 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -668508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -668511.937500 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -668511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -668513.250000 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -668513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -668512.625000 Penalty: 4250.236816
	Iteration 58Q: 3 clusters Score -668512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -668513.312500 Penalty: 4250.236816
	Iteration 59Q: 3 clusters Score -668513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -668515.562500 Penalty: 4250.236816
	Iteration 60F: 3 clusters Score -668515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -668517.312500 Penalty: 4250.236816
	Iteration 61Q: 3 clusters Score -668517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -668517.500000 Penalty: 4250.236816
	Iteration 62Q: 3 clusters Score -668517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -668519.812500 Penalty: 4250.236816
	Iteration 63Q: 3 clusters Score -668519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -668519.687500 Penalty: 4250.236816
	Iteration 64Q: 3 clusters Score -668519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -668519.500000 Penalty: 4250.236816
	Iteration 65Q: 3 clusters Score -668519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -668520.375000 Penalty: 4250.236816
	Iteration 66Q: 3 clusters Score -668520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -668521.250000 Penalty: 4250.236816
	Iteration 67Q: 3 clusters Score -668521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -668522.000000 Penalty: 4250.236816
	Iteration 68Q: 3 clusters Score -668522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -668522.437500 Penalty: 4250.236816
	Iteration 69Q: 3 clusters Score -668522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -668522.437500 Penalty: 4250.236816
	Iteration 70F: 3 clusters Score -668522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -159794.734375 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -159794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157718.828125 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -157718.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -158399.828125 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -158399.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -158705.406250 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -158705.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158930.000000 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -158930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159144.500000 Penalty: 3570.669922
	Iteration 4F: 3 clusters Score -159144.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159377.343750 Penalty: 3570.669922
	Iteration 5F: 3 clusters Score -159377.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159487.593750 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -159487.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159551.484375 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -159551.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159577.765625 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -159577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159584.359375 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -159584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159587.500000 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -159587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159589.656250 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -159589.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159589.656250 Penalty: 3570.669922
	Iteration 12F: 3 clusters Score -159589.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Entering Unmasked Estep 
Score: -3137864.500000 Penalty: 2503.779053
	Iteration 0F: 2 clusters Score -3137864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3121078.000000 Penalty: 5007.558105
	Iteration 0F: 3 clusters Score -3121078 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3126829.250000 Penalty: 5007.558105
	Iteration 1F: 3 clusters Score -3126829 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3127183.250000 Penalty: 5007.558105
	Iteration 2Q: 3 clusters Score -3127183 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3127472.000000 Penalty: 5007.558105
	Iteration 3Q: 3 clusters Score -3127472 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3127727.000000 Penalty: 5007.558105
	Iteration 4Q: 3 clusters Score -3127727 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3127926.250000 Penalty: 5007.558105
	Iteration 5Q: 3 clusters Score -3127926 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3128062.750000 Penalty: 5007.558105
	Iteration 6Q: 3 clusters Score -3128063 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3128208.750000 Penalty: 5007.558105
	Iteration 7Q: 3 clusters Score -3128209 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3128323.250000 Penalty: 5007.558105
	Iteration 8Q: 3 clusters Score -3128323 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3128429.750000 Penalty: 5007.558105
	Iteration 9Q: 3 clusters Score -3128430 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3128527.250000 Penalty: 5007.558105
	Iteration 10Q: 3 clusters Score -3128527 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3128624.250000 Penalty: 5007.558105
	Iteration 11Q: 3 clusters Score -3128624 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3128735.250000 Penalty: 5007.558105
	Iteration 12Q: 3 clusters Score -3128735 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3128832.750000 Penalty: 5007.558105
	Iteration 13Q: 3 clusters Score -3128833 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3128945.500000 Penalty: 5007.558105
	Iteration 14Q: 3 clusters Score -3128946 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3129044.000000 Penalty: 5007.558105
	Iteration 15Q: 3 clusters Score -3129044 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3129151.750000 Penalty: 5007.558105
	Iteration 16Q: 3 clusters Score -3129152 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3129275.750000 Penalty: 5007.558105
	Iteration 17Q: 3 clusters Score -3129276 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3129436.500000 Penalty: 5007.558105
	Iteration 18Q: 3 clusters Score -3129436 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3129637.500000 Penalty: 5007.558105
	Iteration 19Q: 3 clusters Score -3129638 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3129872.750000 Penalty: 5007.558105
	Iteration 20F: 3 clusters Score -3129873 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3130138.500000 Penalty: 5007.558105
	Iteration 21Q: 3 clusters Score -3130138 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3130406.000000 Penalty: 5007.558105
	Iteration 22Q: 3 clusters Score -3130406 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3130699.250000 Penalty: 5007.558105
	Iteration 23Q: 3 clusters Score -3130699 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3131006.000000 Penalty: 5007.558105
	Iteration 24Q: 3 clusters Score -3131006 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3131330.500000 Penalty: 5007.558105
	Iteration 25Q: 3 clusters Score -3131330 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3131713.250000 Penalty: 5007.558105
	Iteration 26Q: 3 clusters Score -3131713 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3132013.750000 Penalty: 5007.558105
	Iteration 27Q: 3 clusters Score -3132014 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3132250.500000 Penalty: 5007.558105
	Iteration 28Q: 3 clusters Score -3132250 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3132398.250000 Penalty: 5007.558105
	Iteration 29Q: 3 clusters Score -3132398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3132516.000000 Penalty: 5007.558105
	Iteration 30Q: 3 clusters Score -3132516 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3132602.000000 Penalty: 5007.558105
	Iteration 31Q: 3 clusters Score -3132602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3132679.750000 Penalty: 5007.558105
	Iteration 32Q: 3 clusters Score -3132680 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3132748.500000 Penalty: 5007.558105
	Iteration 33Q: 3 clusters Score -3132748 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3132829.250000 Penalty: 5007.558105
	Iteration 34Q: 3 clusters Score -3132829 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3132900.250000 Penalty: 5007.558105
	Iteration 35Q: 3 clusters Score -3132900 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3133000.000000 Penalty: 5007.558105
	Iteration 36Q: 3 clusters Score -3133000 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3133105.750000 Penalty: 5007.558105
	Iteration 37Q: 3 clusters Score -3133106 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3133207.000000 Penalty: 5007.558105
	Iteration 38Q: 3 clusters Score -3133207 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3133329.250000 Penalty: 5007.558105
	Iteration 39Q: 3 clusters Score -3133329 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3133457.500000 Penalty: 5007.558105
	Iteration 40F: 3 clusters Score -3133458 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3133595.500000 Penalty: 5007.558105
	Iteration 41Q: 3 clusters Score -3133596 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3133718.250000 Penalty: 5007.558105
	Iteration 42Q: 3 clusters Score -3133718 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3133857.250000 Penalty: 5007.558105
	Iteration 43Q: 3 clusters Score -3133857 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3133974.500000 Penalty: 5007.558105
	Iteration 44Q: 3 clusters Score -3133974 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3134096.000000 Penalty: 5007.558105
	Iteration 45Q: 3 clusters Score -3134096 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3134233.500000 Penalty: 5007.558105
	Iteration 46Q: 3 clusters Score -3134234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3134344.500000 Penalty: 5007.558105
	Iteration 47Q: 3 clusters Score -3134344 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3134449.000000 Penalty: 5007.558105
	Iteration 48Q: 3 clusters Score -3134449 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3134560.250000 Penalty: 5007.558105
	Iteration 49Q: 3 clusters Score -3134560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3134672.250000 Penalty: 5007.558105
	Iteration 50Q: 3 clusters Score -3134672 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3134760.250000 Penalty: 5007.558105
	Iteration 51Q: 3 clusters Score -3134760 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3134883.250000 Penalty: 5007.558105
	Iteration 52Q: 3 clusters Score -3134883 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3134966.000000 Penalty: 5007.558105
	Iteration 53Q: 3 clusters Score -3134966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3135054.500000 Penalty: 5007.558105
	Iteration 54Q: 3 clusters Score -3135054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3135112.750000 Penalty: 5007.558105
	Iteration 55Q: 3 clusters Score -3135113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3135182.250000 Penalty: 5007.558105
	Iteration 56Q: 3 clusters Score -3135182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3135226.750000 Penalty: 5007.558105
	Iteration 57Q: 3 clusters Score -3135227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3135273.250000 Penalty: 5007.558105
	Iteration 58Q: 3 clusters Score -3135273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3135315.750000 Penalty: 5007.558105
	Iteration 59Q: 3 clusters Score -3135316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3135364.500000 Penalty: 5007.558105
	Iteration 60F: 3 clusters Score -3135364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3135429.750000 Penalty: 5007.558105
	Iteration 61Q: 3 clusters Score -3135430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3135469.250000 Penalty: 5007.558105
	Iteration 62Q: 3 clusters Score -3135469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3135508.500000 Penalty: 5007.558105
	Iteration 63Q: 3 clusters Score -3135508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3135536.000000 Penalty: 5007.558105
	Iteration 64Q: 3 clusters Score -3135536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3135567.750000 Penalty: 5007.558105
	Iteration 65Q: 3 clusters Score -3135568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3135596.000000 Penalty: 5007.558105
	Iteration 66Q: 3 clusters Score -3135596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3135618.500000 Penalty: 5007.558105
	Iteration 67Q: 3 clusters Score -3135618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3135643.500000 Penalty: 5007.558105
	Iteration 68Q: 3 clusters Score -3135644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3135655.250000 Penalty: 5007.558105
	Iteration 69Q: 3 clusters Score -3135655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3135674.500000 Penalty: 5007.558105
	Iteration 70Q: 3 clusters Score -3135674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3135689.500000 Penalty: 5007.558105
	Iteration 71Q: 3 clusters Score -3135690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3135698.000000 Penalty: 5007.558105
	Iteration 72Q: 3 clusters Score -3135698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3135704.500000 Penalty: 5007.558105
	Iteration 73Q: 3 clusters Score -3135704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3135713.750000 Penalty: 5007.558105
	Iteration 74Q: 3 clusters Score -3135714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3135713.000000 Penalty: 5007.558105
	Iteration 75Q: 3 clusters Score -3135713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3135719.000000 Penalty: 5007.558105
	Iteration 76Q: 3 clusters Score -3135719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3135725.750000 Penalty: 5007.558105
	Iteration 77Q: 3 clusters Score -3135726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3135739.000000 Penalty: 5007.558105
	Iteration 78Q: 3 clusters Score -3135739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3135751.000000 Penalty: 5007.558105
	Iteration 79Q: 3 clusters Score -3135751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3135753.000000 Penalty: 5007.558105
	Iteration 80F: 3 clusters Score -3135753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3135758.250000 Penalty: 5007.558105
	Iteration 81Q: 3 clusters Score -3135758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3135772.250000 Penalty: 5007.558105
	Iteration 82Q: 3 clusters Score -3135772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3135780.500000 Penalty: 5007.558105
	Iteration 83Q: 3 clusters Score -3135780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3135794.500000 Penalty: 5007.558105
	Iteration 84Q: 3 clusters Score -3135794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3135799.750000 Penalty: 5007.558105
	Iteration 85Q: 3 clusters Score -3135800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3135808.000000 Penalty: 5007.558105
	Iteration 86Q: 3 clusters Score -3135808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3135814.250000 Penalty: 5007.558105
	Iteration 87Q: 3 clusters Score -3135814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3135816.750000 Penalty: 5007.558105
	Iteration 88Q: 3 clusters Score -3135817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3135815.000000 Penalty: 5007.558105
	Iteration 89Q: 3 clusters Score -3135815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3135820.750000 Penalty: 5007.558105
	Iteration 90Q: 3 clusters Score -3135821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3135819.750000 Penalty: 5007.558105
	Iteration 91Q: 3 clusters Score -3135820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3135819.750000 Penalty: 5007.558105
	Iteration 92F: 3 clusters Score -3135820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Entering Unmasked Estep 
Score: -502084.843750 Penalty: 2076.813232
	Iteration 0F: 2 clusters Score -502084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -498012.937500 Penalty: 4153.626465
	Iteration 0F: 3 clusters Score -498012.9 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -499211.875000 Penalty: 4153.626465
	Iteration 1F: 3 clusters Score -499211.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -499588.031250 Penalty: 4153.626465
	Iteration 2F: 3 clusters Score -499588 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -499945.218750 Penalty: 4153.626465
	Iteration 3F: 3 clusters Score -499945.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -500250.875000 Penalty: 4153.626465
	Iteration 4F: 3 clusters Score -500250.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -500505.406250 Penalty: 4153.626465
	Iteration 5F: 3 clusters Score -500505.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -500759.625000 Penalty: 4153.626465
	Iteration 6F: 3 clusters Score -500759.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -500934.531250 Penalty: 4153.626465
	Iteration 7Q: 3 clusters Score -500934.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -501024.875000 Penalty: 4153.626465
	Iteration 8Q: 3 clusters Score -501024.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -501080.906250 Penalty: 4153.626465
	Iteration 9Q: 3 clusters Score -501080.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -501130.093750 Penalty: 4153.626465
	Iteration 10Q: 3 clusters Score -501130.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -501182.156250 Penalty: 4153.626465
	Iteration 11Q: 3 clusters Score -501182.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -501234.843750 Penalty: 4153.626465
	Iteration 12Q: 3 clusters Score -501234.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -501271.656250 Penalty: 4153.626465
	Iteration 13Q: 3 clusters Score -501271.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -501300.312500 Penalty: 4153.626465
	Iteration 14Q: 3 clusters Score -501300.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -501322.750000 Penalty: 4153.626465
	Iteration 15Q: 3 clusters Score -501322.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -501341.468750 Penalty: 4153.626465
	Iteration 16Q: 3 clusters Score -501341.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -501362.406250 Penalty: 4153.626465
	Iteration 17Q: 3 clusters Score -501362.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -501386.750000 Penalty: 4153.626465
	Iteration 18Q: 3 clusters Score -501386.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -501404.218750 Penalty: 4153.626465
	Iteration 19Q: 3 clusters Score -501404.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -501422.937500 Penalty: 4153.626465
	Iteration 20F: 3 clusters Score -501422.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -501441.375000 Penalty: 4153.626465
	Iteration 21Q: 3 clusters Score -501441.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -501454.468750 Penalty: 4153.626465
	Iteration 22Q: 3 clusters Score -501454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -501465.375000 Penalty: 4153.626465
	Iteration 23Q: 3 clusters Score -501465.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -501473.937500 Penalty: 4153.626465
	Iteration 24Q: 3 clusters Score -501473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -501478.906250 Penalty: 4153.626465
	Iteration 25Q: 3 clusters Score -501478.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -501482.375000 Penalty: 4153.626465
	Iteration 26Q: 3 clusters Score -501482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -501483.500000 Penalty: 4153.626465
	Iteration 27Q: 3 clusters Score -501483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501485.406250 Penalty: 4153.626465
	Iteration 28Q: 3 clusters Score -501485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501487.750000 Penalty: 4153.626465
	Iteration 29Q: 3 clusters Score -501487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501491.343750 Penalty: 4153.626465
	Iteration 30Q: 3 clusters Score -501491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -501494.812500 Penalty: 4153.626465
	Iteration 31Q: 3 clusters Score -501494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -501499.281250 Penalty: 4153.626465
	Iteration 32Q: 3 clusters Score -501499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -501501.625000 Penalty: 4153.626465
	Iteration 33Q: 3 clusters Score -501501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -501503.343750 Penalty: 4153.626465
	Iteration 34Q: 3 clusters Score -501503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -501504.468750 Penalty: 4153.626465
	Iteration 35Q: 3 clusters Score -501504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -501504.281250 Penalty: 4153.626465
	Iteration 36Q: 3 clusters Score -501504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -501505.468750 Penalty: 4153.626465
	Iteration 37Q: 3 clusters Score -501505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -501507.750000 Penalty: 4153.626465
	Iteration 38Q: 3 clusters Score -501507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -501509.000000 Penalty: 4153.626465
	Iteration 39Q: 3 clusters Score -501509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -501509.687500 Penalty: 4153.626465
	Iteration 40F: 3 clusters Score -501509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -501510.062500 Penalty: 4153.626465
	Iteration 41Q: 3 clusters Score -501510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -501509.968750 Penalty: 4153.626465
	Iteration 42Q: 3 clusters Score -501510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -501509.968750 Penalty: 4153.626465
	Iteration 43F: 3 clusters Score -501510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (118018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Entering Unmasked Estep 
Score: -15411852.000000 Penalty: 2896.291016
	Iteration 0F: 2 clusters Score -1.541185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -15332985.000000 Penalty: 5792.582031
	Iteration 0F: 3 clusters Score -1.533298e+07 nChanged 56056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -15364900.000000 Penalty: 5792.582031
	Iteration 1F: 3 clusters Score -1.53649e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -15366050.000000 Penalty: 5792.582031
	Iteration 2Q: 3 clusters Score -1.536605e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -15367668.000000 Penalty: 5792.582031
	Iteration 3Q: 3 clusters Score -1.536767e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -15370542.000000 Penalty: 5792.582031
	Iteration 4Q: 3 clusters Score -1.537054e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -15375517.000000 Penalty: 5792.582031
	Iteration 5F: 3 clusters Score -1.537552e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -15383684.000000 Penalty: 5792.582031
	Iteration 6F: 3 clusters Score -1.538368e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -15393980.000000 Penalty: 5792.582031
	Iteration 7F: 3 clusters Score -1.539398e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -15402517.000000 Penalty: 5792.582031
	Iteration 8F: 3 clusters Score -1.540252e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -15406704.000000 Penalty: 5792.582031
	Iteration 9Q: 3 clusters Score -1.54067e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -15408330.000000 Penalty: 5792.582031
	Iteration 10Q: 3 clusters Score -1.540833e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -15408895.000000 Penalty: 5792.582031
	Iteration 11Q: 3 clusters Score -1.54089e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117471 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15409079.000000 Penalty: 5792.582031
	Iteration 12Q: 3 clusters Score -1.540908e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15409167.000000 Penalty: 5792.582031
	Iteration 13Q: 3 clusters Score -1.540917e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15409216.000000 Penalty: 5792.582031
	Iteration 14Q: 3 clusters Score -1.540922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -15409256.000000 Penalty: 5792.582031
	Iteration 15Q: 3 clusters Score -1.540926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117629 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15409311.000000 Penalty: 5792.582031
	Iteration 16Q: 3 clusters Score -1.540931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15409356.000000 Penalty: 5792.582031
	Iteration 17Q: 3 clusters Score -1.540936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117636 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -15409355.000000 Penalty: 5792.582031
	Iteration 18Q: 3 clusters Score -1.540936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117641 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -15409348.000000 Penalty: 5792.582031
	Iteration 19Q: 3 clusters Score -1.540935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117645 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15409354.000000 Penalty: 5792.582031
	Iteration 20F: 3 clusters Score -1.540935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15409357.000000 Penalty: 5792.582031
	Iteration 21Q: 3 clusters Score -1.540936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15409377.000000 Penalty: 5792.582031
	Iteration 22Q: 3 clusters Score -1.540938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15409372.000000 Penalty: 5792.582031
	Iteration 23Q: 3 clusters Score -1.540937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15409375.000000 Penalty: 5792.582031
	Iteration 24Q: 3 clusters Score -1.540938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15409373.000000 Penalty: 5792.582031
	Iteration 25Q: 3 clusters Score -1.540937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15409373.000000 Penalty: 5792.582031
	Iteration 26F: 3 clusters Score -1.540937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Entering Unmasked Estep 
Score: -6098656.000000 Penalty: 2668.676514
	Iteration 0F: 2 clusters Score -6098656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -6066906.000000 Penalty: 5337.353027
	Iteration 0F: 3 clusters Score -6066906 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6080265.500000 Penalty: 5337.353027
	Iteration 1F: 3 clusters Score -6080266 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -6082030.000000 Penalty: 5337.353027
	Iteration 2F: 3 clusters Score -6082030 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -6084356.500000 Penalty: 5337.353027
	Iteration 3F: 3 clusters Score -6084356 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -6086961.500000 Penalty: 5337.353027
	Iteration 4F: 3 clusters Score -6086962 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -6089376.500000 Penalty: 5337.353027
	Iteration 5F: 3 clusters Score -6089376 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -6091068.500000 Penalty: 5337.353027
	Iteration 6F: 3 clusters Score -6091068 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -6092195.000000 Penalty: 5337.353027
	Iteration 7Q: 3 clusters Score -6092195 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -6092955.000000 Penalty: 5337.353027
	Iteration 8Q: 3 clusters Score -6092955 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -6093628.000000 Penalty: 5337.353027
	Iteration 9Q: 3 clusters Score -6093628 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -6094267.500000 Penalty: 5337.353027
	Iteration 10Q: 3 clusters Score -6094268 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6094853.500000 Penalty: 5337.353027
	Iteration 11Q: 3 clusters Score -6094854 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6095436.500000 Penalty: 5337.353027
	Iteration 12Q: 3 clusters Score -6095436 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -6095909.500000 Penalty: 5337.353027
	Iteration 13Q: 3 clusters Score -6095910 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -6096300.500000 Penalty: 5337.353027
	Iteration 14Q: 3 clusters Score -6096300 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -6096568.500000 Penalty: 5337.353027
	Iteration 15Q: 3 clusters Score -6096568 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6096795.000000 Penalty: 5337.353027
	Iteration 16Q: 3 clusters Score -6096795 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6096918.500000 Penalty: 5337.353027
	Iteration 17Q: 3 clusters Score -6096918 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6096980.500000 Penalty: 5337.353027
	Iteration 18Q: 3 clusters Score -6096980 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6097013.500000 Penalty: 5337.353027
	Iteration 19Q: 3 clusters Score -6097014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6097047.500000 Penalty: 5337.353027
	Iteration 20F: 3 clusters Score -6097048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6097090.500000 Penalty: 5337.353027
	Iteration 21Q: 3 clusters Score -6097090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6097126.000000 Penalty: 5337.353027
	Iteration 22Q: 3 clusters Score -6097126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6097153.500000 Penalty: 5337.353027
	Iteration 23Q: 3 clusters Score -6097154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6097151.000000 Penalty: 5337.353027
	Iteration 24Q: 3 clusters Score -6097151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6097160.500000 Penalty: 5337.353027
	Iteration 25Q: 3 clusters Score -6097160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -6097166.500000 Penalty: 5337.353027
	Iteration 26Q: 3 clusters Score -6097166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6097163.000000 Penalty: 5337.353027
	Iteration 27Q: 3 clusters Score -6097163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6097178.500000 Penalty: 5337.353027
	Iteration 28Q: 3 clusters Score -6097178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6097182.000000 Penalty: 5337.353027
	Iteration 29Q: 3 clusters Score -6097182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6097186.000000 Penalty: 5337.353027
	Iteration 30Q: 3 clusters Score -6097186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6097185.000000 Penalty: 5337.353027
	Iteration 31Q: 3 clusters Score -6097185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6097165.000000 Penalty: 5337.353027
	Iteration 32Q: 3 clusters Score -6097165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6097176.000000 Penalty: 5337.353027
	Iteration 33Q: 3 clusters Score -6097176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6097198.000000 Penalty: 5337.353027
	Iteration 34Q: 3 clusters Score -6097198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6097191.500000 Penalty: 5337.353027
	Iteration 35Q: 3 clusters Score -6097192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6097192.500000 Penalty: 5337.353027
	Iteration 36Q: 3 clusters Score -6097192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6097189.000000 Penalty: 5337.353027
	Iteration 37Q: 3 clusters Score -6097189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6097201.500000 Penalty: 5337.353027
	Iteration 38Q: 3 clusters Score -6097202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6097200.000000 Penalty: 5337.353027
	Iteration 39Q: 3 clusters Score -6097200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6097208.500000 Penalty: 5337.353027
	Iteration 40F: 3 clusters Score -6097208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6097223.000000 Penalty: 5337.353027
	Iteration 41Q: 3 clusters Score -6097223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6097226.500000 Penalty: 5337.353027
	Iteration 42Q: 3 clusters Score -6097226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6097238.000000 Penalty: 5337.353027
	Iteration 43Q: 3 clusters Score -6097238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6097235.500000 Penalty: 5337.353027
	Iteration 44Q: 3 clusters Score -6097236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6097237.500000 Penalty: 5337.353027
	Iteration 45Q: 3 clusters Score -6097238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -6097235.500000 Penalty: 5337.353027
	Iteration 46Q: 3 clusters Score -6097236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6097232.000000 Penalty: 5337.353027
	Iteration 47Q: 3 clusters Score -6097232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6097237.500000 Penalty: 5337.353027
	Iteration 48Q: 3 clusters Score -6097238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6097244.000000 Penalty: 5337.353027
	Iteration 49Q: 3 clusters Score -6097244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6097253.500000 Penalty: 5337.353027
	Iteration 50Q: 3 clusters Score -6097254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6097243.500000 Penalty: 5337.353027
	Iteration 51Q: 3 clusters Score -6097244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6097251.000000 Penalty: 5337.353027
	Iteration 52Q: 3 clusters Score -6097251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6097245.000000 Penalty: 5337.353027
	Iteration 53Q: 3 clusters Score -6097245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6097248.500000 Penalty: 5337.353027
	Iteration 54Q: 3 clusters Score -6097248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6097251.000000 Penalty: 5337.353027
	Iteration 55Q: 3 clusters Score -6097251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -6097251.500000 Penalty: 5337.353027
	Iteration 56Q: 3 clusters Score -6097252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6097253.500000 Penalty: 5337.353027
	Iteration 57Q: 3 clusters Score -6097254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6097256.500000 Penalty: 5337.353027
	Iteration 58Q: 3 clusters Score -6097256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6097266.000000 Penalty: 5337.353027
	Iteration 59Q: 3 clusters Score -6097266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6097274.500000 Penalty: 5337.353027
	Iteration 60F: 3 clusters Score -6097274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6097281.500000 Penalty: 5337.353027
	Iteration 61Q: 3 clusters Score -6097282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6097277.000000 Penalty: 5337.353027
	Iteration 62Q: 3 clusters Score -6097277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6097269.000000 Penalty: 5337.353027
	Iteration 63Q: 3 clusters Score -6097269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6097263.000000 Penalty: 5337.353027
	Iteration 64Q: 3 clusters Score -6097263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -6097267.500000 Penalty: 5337.353027
	Iteration 65Q: 3 clusters Score -6097268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6097277.500000 Penalty: 5337.353027
	Iteration 66Q: 3 clusters Score -6097278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6097275.000000 Penalty: 5337.353027
	Iteration 67Q: 3 clusters Score -6097275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6097278.500000 Penalty: 5337.353027
	Iteration 68Q: 3 clusters Score -6097278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6097283.000000 Penalty: 5337.353027
	Iteration 69Q: 3 clusters Score -6097283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6097287.500000 Penalty: 5337.353027
	Iteration 70Q: 3 clusters Score -6097288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6097291.000000 Penalty: 5337.353027
	Iteration 71Q: 3 clusters Score -6097291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6097292.500000 Penalty: 5337.353027
	Iteration 72Q: 3 clusters Score -6097292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6097292.500000 Penalty: 5337.353027
	Iteration 73F: 3 clusters Score -6097292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -200533.187500 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -200533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -198074.000000 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -198074 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -198518.218750 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -198518.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198637.890625 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -198637.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198708.875000 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -198708.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198750.609375 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -198750.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -198788.484375 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -198788.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198820.359375 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -198820.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -198847.687500 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -198847.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -198864.625000 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -198864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -198871.125000 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -198871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -198875.406250 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -198875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -198880.625000 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -198880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -198884.046875 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -198884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -198887.375000 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -198887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198889.625000 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -198889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -198893.375000 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -198893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198895.921875 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -198895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -198903.375000 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -198903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -198909.468750 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -198909.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -198916.953125 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -198917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -198922.453125 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -198922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -198931.953125 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -198932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -198938.375000 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -198938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198945.609375 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -198945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -198949.390625 Penalty: 3694.951172
	Iteration 24Q: 3 clusters Score -198949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -198950.421875 Penalty: 3694.951172
	Iteration 25Q: 3 clusters Score -198950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -198951.421875 Penalty: 3694.951172
	Iteration 26Q: 3 clusters Score -198951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198952.531250 Penalty: 3694.951172
	Iteration 27Q: 3 clusters Score -198952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -198954.437500 Penalty: 3694.951172
	Iteration 28Q: 3 clusters Score -198954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -198955.406250 Penalty: 3694.951172
	Iteration 29Q: 3 clusters Score -198955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -198956.812500 Penalty: 3694.951172
	Iteration 30Q: 3 clusters Score -198956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -198957.468750 Penalty: 3694.951172
	Iteration 31Q: 3 clusters Score -198957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198959.203125 Penalty: 3694.951172
	Iteration 32Q: 3 clusters Score -198959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -198960.609375 Penalty: 3694.951172
	Iteration 33Q: 3 clusters Score -198960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -198961.437500 Penalty: 3694.951172
	Iteration 34Q: 3 clusters Score -198961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -198963.031250 Penalty: 3694.951172
	Iteration 35Q: 3 clusters Score -198963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -198964.265625 Penalty: 3694.951172
	Iteration 36Q: 3 clusters Score -198964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -198965.765625 Penalty: 3694.951172
	Iteration 37Q: 3 clusters Score -198965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -198965.765625 Penalty: 3694.951172
	Iteration 38F: 3 clusters Score -198965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -522043.875000 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -522043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -517961.062500 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -517961.1 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518924.531250 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -518924.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -519183.156250 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -519183.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -519368.250000 Penalty: 4147.523438
	Iteration 3F: 3 clusters Score -519368.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -519571.531250 Penalty: 4147.523438
	Iteration 4F: 3 clusters Score -519571.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -519810.125000 Penalty: 4147.523438
	Iteration 5Q: 3 clusters Score -519810.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -520014.875000 Penalty: 4147.523438
	Iteration 6Q: 3 clusters Score -520014.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -520140.312500 Penalty: 4147.523438
	Iteration 7Q: 3 clusters Score -520140.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -520222.875000 Penalty: 4147.523438
	Iteration 8Q: 3 clusters Score -520222.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -520285.812500 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -520285.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -520322.562500 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -520322.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -520347.531250 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -520347.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -520367.718750 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -520367.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -520383.562500 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -520383.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -520397.625000 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -520397.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -520417.062500 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -520417.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -520432.343750 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -520432.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -520448.718750 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -520448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -520457.781250 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -520457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -520464.906250 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -520464.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -520469.968750 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -520470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -520477.750000 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -520477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -520484.781250 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -520484.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -520495.781250 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -520495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -520505.906250 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -520505.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -520515.250000 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -520515.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -520523.968750 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -520524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -520530.125000 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -520530.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -520541.875000 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -520541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -520550.531250 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -520550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -520557.218750 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -520557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -520561.687500 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -520561.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -520564.781250 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -520564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -520567.437500 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -520567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -520570.468750 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -520570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -520572.468750 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -520572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -520576.218750 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -520576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -520580.781250 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -520580.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -520585.843750 Penalty: 4147.523438
	Iteration 38Q: 3 clusters Score -520585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -520587.593750 Penalty: 4147.523438
	Iteration 39Q: 3 clusters Score -520587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -520591.937500 Penalty: 4147.523438
	Iteration 40F: 3 clusters Score -520591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -520596.781250 Penalty: 4147.523438
	Iteration 41Q: 3 clusters Score -520596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -520600.875000 Penalty: 4147.523438
	Iteration 42Q: 3 clusters Score -520600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -520602.968750 Penalty: 4147.523438
	Iteration 43Q: 3 clusters Score -520603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -520604.343750 Penalty: 4147.523438
	Iteration 44Q: 3 clusters Score -520604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -520604.437500 Penalty: 4147.523438
	Iteration 45Q: 3 clusters Score -520604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -520607.937500 Penalty: 4147.523438
	Iteration 46Q: 3 clusters Score -520607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -520611.062500 Penalty: 4147.523438
	Iteration 47Q: 3 clusters Score -520611.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -520614.968750 Penalty: 4147.523438
	Iteration 48Q: 3 clusters Score -520615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -520617.031250 Penalty: 4147.523438
	Iteration 49Q: 3 clusters Score -520617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -520620.343750 Penalty: 4147.523438
	Iteration 50Q: 3 clusters Score -520620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -520623.125000 Penalty: 4147.523438
	Iteration 51Q: 3 clusters Score -520623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -520627.687500 Penalty: 4147.523438
	Iteration 52Q: 3 clusters Score -520627.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -520634.875000 Penalty: 4147.523438
	Iteration 53Q: 3 clusters Score -520634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -520640.750000 Penalty: 4147.523438
	Iteration 54Q: 3 clusters Score -520640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -520645.156250 Penalty: 4147.523438
	Iteration 55Q: 3 clusters Score -520645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -520646.562500 Penalty: 4147.523438
	Iteration 56Q: 3 clusters Score -520646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -520648.218750 Penalty: 4147.523438
	Iteration 57Q: 3 clusters Score -520648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -520651.625000 Penalty: 4147.523438
	Iteration 58Q: 3 clusters Score -520651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -520653.437500 Penalty: 4147.523438
	Iteration 59Q: 3 clusters Score -520653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -520656.656250 Penalty: 4147.523438
	Iteration 60F: 3 clusters Score -520656.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -520661.531250 Penalty: 4147.523438
	Iteration 61Q: 3 clusters Score -520661.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -520666.125000 Penalty: 4147.523438
	Iteration 62Q: 3 clusters Score -520666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -520668.718750 Penalty: 4147.523438
	Iteration 63Q: 3 clusters Score -520668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -520671.187500 Penalty: 4147.523438
	Iteration 64Q: 3 clusters Score -520671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -520674.375000 Penalty: 4147.523438
	Iteration 65Q: 3 clusters Score -520674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -520674.312500 Penalty: 4147.523438
	Iteration 66Q: 3 clusters Score -520674.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -520675.875000 Penalty: 4147.523438
	Iteration 67Q: 3 clusters Score -520675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -520676.625000 Penalty: 4147.523438
	Iteration 68Q: 3 clusters Score -520676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -520679.187500 Penalty: 4147.523438
	Iteration 69Q: 3 clusters Score -520679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -520680.156250 Penalty: 4147.523438
	Iteration 70Q: 3 clusters Score -520680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -520682.375000 Penalty: 4147.523438
	Iteration 71Q: 3 clusters Score -520682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -520685.875000 Penalty: 4147.523438
	Iteration 72Q: 3 clusters Score -520685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -520688.562500 Penalty: 4147.523438
	Iteration 73Q: 3 clusters Score -520688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -520689.093750 Penalty: 4147.523438
	Iteration 74Q: 3 clusters Score -520689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -520690.875000 Penalty: 4147.523438
	Iteration 75Q: 3 clusters Score -520690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -520692.812500 Penalty: 4147.523438
	Iteration 76Q: 3 clusters Score -520692.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -520694.125000 Penalty: 4147.523438
	Iteration 77Q: 3 clusters Score -520694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -520696.312500 Penalty: 4147.523438
	Iteration 78Q: 3 clusters Score -520696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -520698.062500 Penalty: 4147.523438
	Iteration 79Q: 3 clusters Score -520698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -520699.468750 Penalty: 4147.523438
	Iteration 80F: 3 clusters Score -520699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -520701.468750 Penalty: 4147.523438
	Iteration 81Q: 3 clusters Score -520701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -520702.312500 Penalty: 4147.523438
	Iteration 82Q: 3 clusters Score -520702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -520703.625000 Penalty: 4147.523438
	Iteration 83Q: 3 clusters Score -520703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -520706.125000 Penalty: 4147.523438
	Iteration 84Q: 3 clusters Score -520706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -520706.250000 Penalty: 4147.523438
	Iteration 85Q: 3 clusters Score -520706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -520706.906250 Penalty: 4147.523438
	Iteration 86Q: 3 clusters Score -520706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -520707.625000 Penalty: 4147.523438
	Iteration 87Q: 3 clusters Score -520707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -520708.750000 Penalty: 4147.523438
	Iteration 88Q: 3 clusters Score -520708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -520710.687500 Penalty: 4147.523438
	Iteration 89Q: 3 clusters Score -520710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -520713.500000 Penalty: 4147.523438
	Iteration 90Q: 3 clusters Score -520713.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -520715.562500 Penalty: 4147.523438
	Iteration 91Q: 3 clusters Score -520715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -520718.656250 Penalty: 4147.523438
	Iteration 92Q: 3 clusters Score -520718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -520720.218750 Penalty: 4147.523438
	Iteration 93Q: 3 clusters Score -520720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -520720.656250 Penalty: 4147.523438
	Iteration 94Q: 3 clusters Score -520720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -520722.156250 Penalty: 4147.523438
	Iteration 95Q: 3 clusters Score -520722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -520725.031250 Penalty: 4147.523438
	Iteration 96Q: 3 clusters Score -520725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -520726.343750 Penalty: 4147.523438
	Iteration 97Q: 3 clusters Score -520726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -520727.656250 Penalty: 4147.523438
	Iteration 98Q: 3 clusters Score -520727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -520728.156250 Penalty: 4147.523438
	Iteration 99Q: 3 clusters Score -520728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -520728.156250 Penalty: 4147.523438
	Iteration 100F: 3 clusters Score -520728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31958.458984 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31958.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32058.507812 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32058.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32076.699219 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32082.707031 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32082.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32085.005859 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32085.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32085.005859 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -32085.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -727658.750000 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -727658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -722765.375000 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -722765.4 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -723961.562500 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -723961.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -724206.312500 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -724206.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -724355.000000 Penalty: 4280.562012
	Iteration 3F: 3 clusters Score -724355 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -724478.062500 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -724478.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -724579.750000 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -724579.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -724709.375000 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -724709.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -724855.812500 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -724855.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -725004.312500 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -725004.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -725124.875000 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -725124.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -725237.187500 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -725237.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -725309.562500 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -725309.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -725359.437500 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -725359.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -725400.875000 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -725400.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -725437.875000 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -725437.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -725467.625000 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -725467.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -725498.375000 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -725498.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -725523.312500 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -725523.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -725545.625000 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -725545.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -725568.562500 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -725568.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -725590.250000 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -725590.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -725610.812500 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -725610.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -725631.312500 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -725631.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -725657.750000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -725657.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -725681.250000 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -725681.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -725708.812500 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -725708.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -725732.000000 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -725732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -725753.187500 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -725753.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -725772.750000 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -725772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -725788.125000 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -725788.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -725804.625000 Penalty: 4280.562012
	Iteration 30Q: 3 clusters Score -725804.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -725813.750000 Penalty: 4280.562012
	Iteration 31Q: 3 clusters Score -725813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -725826.875000 Penalty: 4280.562012
	Iteration 32Q: 3 clusters Score -725826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -725832.437500 Penalty: 4280.562012
	Iteration 33Q: 3 clusters Score -725832.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -725837.687500 Penalty: 4280.562012
	Iteration 34Q: 3 clusters Score -725837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -725850.375000 Penalty: 4280.562012
	Iteration 35Q: 3 clusters Score -725850.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -725858.000000 Penalty: 4280.562012
	Iteration 36Q: 3 clusters Score -725858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -725862.875000 Penalty: 4280.562012
	Iteration 37Q: 3 clusters Score -725862.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -725868.875000 Penalty: 4280.562012
	Iteration 38Q: 3 clusters Score -725868.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -725872.375000 Penalty: 4280.562012
	Iteration 39Q: 3 clusters Score -725872.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -725878.750000 Penalty: 4280.562012
	Iteration 40F: 3 clusters Score -725878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -725888.687500 Penalty: 4280.562012
	Iteration 41Q: 3 clusters Score -725888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -725893.125000 Penalty: 4280.562012
	Iteration 42Q: 3 clusters Score -725893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -725898.750000 Penalty: 4280.562012
	Iteration 43Q: 3 clusters Score -725898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -725904.125000 Penalty: 4280.562012
	Iteration 44Q: 3 clusters Score -725904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -725908.125000 Penalty: 4280.562012
	Iteration 45Q: 3 clusters Score -725908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -725915.437500 Penalty: 4280.562012
	Iteration 46Q: 3 clusters Score -725915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -725920.000000 Penalty: 4280.562012
	Iteration 47Q: 3 clusters Score -725920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -725926.500000 Penalty: 4280.562012
	Iteration 48Q: 3 clusters Score -725926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -725934.937500 Penalty: 4280.562012
	Iteration 49Q: 3 clusters Score -725934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -725940.000000 Penalty: 4280.562012
	Iteration 50Q: 3 clusters Score -725940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -725943.500000 Penalty: 4280.562012
	Iteration 51Q: 3 clusters Score -725943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -725948.375000 Penalty: 4280.562012
	Iteration 52Q: 3 clusters Score -725948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -725950.437500 Penalty: 4280.562012
	Iteration 53Q: 3 clusters Score -725950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -725954.187500 Penalty: 4280.562012
	Iteration 54Q: 3 clusters Score -725954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -725954.937500 Penalty: 4280.562012
	Iteration 55Q: 3 clusters Score -725954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -725956.125000 Penalty: 4280.562012
	Iteration 56Q: 3 clusters Score -725956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -725957.125000 Penalty: 4280.562012
	Iteration 57Q: 3 clusters Score -725957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -725958.000000 Penalty: 4280.562012
	Iteration 58Q: 3 clusters Score -725958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -725959.250000 Penalty: 4280.562012
	Iteration 59Q: 3 clusters Score -725959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -725959.625000 Penalty: 4280.562012
	Iteration 60F: 3 clusters Score -725959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -725961.187500 Penalty: 4280.562012
	Iteration 61Q: 3 clusters Score -725961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -725961.875000 Penalty: 4280.562012
	Iteration 62Q: 3 clusters Score -725961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -725964.750000 Penalty: 4280.562012
	Iteration 63Q: 3 clusters Score -725964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -725964.000000 Penalty: 4280.562012
	Iteration 64Q: 3 clusters Score -725964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -725965.500000 Penalty: 4280.562012
	Iteration 65Q: 3 clusters Score -725965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -725965.500000 Penalty: 4280.562012
	Iteration 66F: 3 clusters Score -725965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -1098912.125000 Penalty: 2239.562988
	Iteration 0F: 2 clusters Score -1098912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1092259.250000 Penalty: 4479.125977
	Iteration 0F: 3 clusters Score -1092259 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1094255.125000 Penalty: 4479.125977
	Iteration 1F: 3 clusters Score -1094255 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1094628.500000 Penalty: 4479.125977
	Iteration 2F: 3 clusters Score -1094628 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1094912.375000 Penalty: 4479.125977
	Iteration 3F: 3 clusters Score -1094912 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1095193.375000 Penalty: 4479.125977
	Iteration 4F: 3 clusters Score -1095193 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1095475.750000 Penalty: 4479.125977
	Iteration 5Q: 3 clusters Score -1095476 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1095794.375000 Penalty: 4479.125977
	Iteration 6F: 3 clusters Score -1095794 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1096082.875000 Penalty: 4479.125977
	Iteration 7Q: 3 clusters Score -1096083 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1096291.125000 Penalty: 4479.125977
	Iteration 8Q: 3 clusters Score -1096291 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1096465.125000 Penalty: 4479.125977
	Iteration 9Q: 3 clusters Score -1096465 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1096624.375000 Penalty: 4479.125977
	Iteration 10Q: 3 clusters Score -1096624 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1096742.750000 Penalty: 4479.125977
	Iteration 11Q: 3 clusters Score -1096743 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1096832.875000 Penalty: 4479.125977
	Iteration 12Q: 3 clusters Score -1096833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1096889.875000 Penalty: 4479.125977
	Iteration 13Q: 3 clusters Score -1096890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1096934.250000 Penalty: 4479.125977
	Iteration 14Q: 3 clusters Score -1096934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1096970.125000 Penalty: 4479.125977
	Iteration 15Q: 3 clusters Score -1096970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1096985.000000 Penalty: 4479.125977
	Iteration 16Q: 3 clusters Score -1096985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1097000.500000 Penalty: 4479.125977
	Iteration 17Q: 3 clusters Score -1097000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1097009.250000 Penalty: 4479.125977
	Iteration 18Q: 3 clusters Score -1097009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1097019.375000 Penalty: 4479.125977
	Iteration 19Q: 3 clusters Score -1097019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1097021.000000 Penalty: 4479.125977
	Iteration 20F: 3 clusters Score -1097021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1097024.875000 Penalty: 4479.125977
	Iteration 21Q: 3 clusters Score -1097025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1097026.375000 Penalty: 4479.125977
	Iteration 22Q: 3 clusters Score -1097026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1097030.250000 Penalty: 4479.125977
	Iteration 23Q: 3 clusters Score -1097030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1097033.625000 Penalty: 4479.125977
	Iteration 24Q: 3 clusters Score -1097034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1097034.250000 Penalty: 4479.125977
	Iteration 25Q: 3 clusters Score -1097034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1097035.875000 Penalty: 4479.125977
	Iteration 26Q: 3 clusters Score -1097036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1097037.125000 Penalty: 4479.125977
	Iteration 27Q: 3 clusters Score -1097037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1097039.125000 Penalty: 4479.125977
	Iteration 28Q: 3 clusters Score -1097039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1097039.625000 Penalty: 4479.125977
	Iteration 29Q: 3 clusters Score -1097040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1097042.000000 Penalty: 4479.125977
	Iteration 30Q: 3 clusters Score -1097042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1097042.750000 Penalty: 4479.125977
	Iteration 31Q: 3 clusters Score -1097043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1097043.000000 Penalty: 4479.125977
	Iteration 32Q: 3 clusters Score -1097043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1097044.375000 Penalty: 4479.125977
	Iteration 33Q: 3 clusters Score -1097044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1097047.250000 Penalty: 4479.125977
	Iteration 34Q: 3 clusters Score -1097047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1097049.000000 Penalty: 4479.125977
	Iteration 35Q: 3 clusters Score -1097049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1097050.625000 Penalty: 4479.125977
	Iteration 36Q: 3 clusters Score -1097051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1097052.875000 Penalty: 4479.125977
	Iteration 37Q: 3 clusters Score -1097053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1097052.750000 Penalty: 4479.125977
	Iteration 38Q: 3 clusters Score -1097053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1097052.500000 Penalty: 4479.125977
	Iteration 39Q: 3 clusters Score -1097052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1097053.375000 Penalty: 4479.125977
	Iteration 40F: 3 clusters Score -1097053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Entering Unmasked Estep 
Score: -1328084.750000 Penalty: 2290.166992
	Iteration 0F: 2 clusters Score -1328085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1320324.250000 Penalty: 4580.333984
	Iteration 0F: 3 clusters Score -1320324 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1322712.375000 Penalty: 4580.333984
	Iteration 1F: 3 clusters Score -1322712 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1323302.875000 Penalty: 4580.333984
	Iteration 2F: 3 clusters Score -1323303 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1323961.000000 Penalty: 4580.333984
	Iteration 3F: 3 clusters Score -1323961 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1324845.000000 Penalty: 4580.333984
	Iteration 4F: 3 clusters Score -1324845 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1325599.375000 Penalty: 4580.333984
	Iteration 5F: 3 clusters Score -1325599 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1326221.875000 Penalty: 4580.333984
	Iteration 6F: 3 clusters Score -1326222 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1326742.375000 Penalty: 4580.333984
	Iteration 7F: 3 clusters Score -1326742 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1327174.375000 Penalty: 4580.333984
	Iteration 8Q: 3 clusters Score -1327174 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1327608.875000 Penalty: 4580.333984
	Iteration 9Q: 3 clusters Score -1327609 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1328068.125000 Penalty: 4580.333984
	Iteration 10Q: 3 clusters Score -1328068 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1328340.000000 Penalty: 4580.333984
	Iteration 11Q: 3 clusters Score -1328340 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1328482.250000 Penalty: 4580.333984
	Iteration 12Q: 3 clusters Score -1328482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1328547.625000 Penalty: 4580.333984
	Iteration 13Q: 3 clusters Score -1328548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1328579.000000 Penalty: 4580.333984
	Iteration 14Q: 3 clusters Score -1328579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1328595.750000 Penalty: 4580.333984
	Iteration 15Q: 3 clusters Score -1328596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1328606.625000 Penalty: 4580.333984
	Iteration 16Q: 3 clusters Score -1328607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1328610.625000 Penalty: 4580.333984
	Iteration 17Q: 3 clusters Score -1328611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1328610.875000 Penalty: 4580.333984
	Iteration 18Q: 3 clusters Score -1328611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1328615.375000 Penalty: 4580.333984
	Iteration 19Q: 3 clusters Score -1328615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1328617.125000 Penalty: 4580.333984
	Iteration 20F: 3 clusters Score -1328617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1328617.625000 Penalty: 4580.333984
	Iteration 21Q: 3 clusters Score -1328618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1328617.500000 Penalty: 4580.333984
	Iteration 22Q: 3 clusters Score -1328618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1328619.375000 Penalty: 4580.333984
	Iteration 23Q: 3 clusters Score -1328619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1328620.125000 Penalty: 4580.333984
	Iteration 24Q: 3 clusters Score -1328620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1328620.000000 Penalty: 4580.333984
	Iteration 25Q: 3 clusters Score -1328620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1328620.125000 Penalty: 4580.333984
	Iteration 26Q: 3 clusters Score -1328620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1328620.875000 Penalty: 4580.333984
	Iteration 27Q: 3 clusters Score -1328621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1328620.875000 Penalty: 4580.333984
	Iteration 28Q: 3 clusters Score -1328621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1328620.875000 Penalty: 4580.333984
	Iteration 29F: 3 clusters Score -1328621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 38602 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 162032 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51859 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82597 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 42095 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24243 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 118018 members 
Mstep: Class 30 contains 47136 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 8354 members 
Mstep: Class 36 contains 8538 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2790 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27175 members 
Mstep: Class 44 contains 1707 members 
Entering Unmasked Estep 
Score: -111264712.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111264864.000000 to -111264712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -655216.125000 Penalty: 2118.000244
	Iteration 0F: 2 clusters Score -655216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -650658.375000 Penalty: 4236.000488
	Iteration 0F: 3 clusters Score -650658.4 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -651705.500000 Penalty: 4236.000488
	Iteration 1F: 3 clusters Score -651705.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -651955.062500 Penalty: 4236.000488
	Iteration 2F: 3 clusters Score -651955.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -652107.000000 Penalty: 4236.000488
	Iteration 3F: 3 clusters Score -652107 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -652205.875000 Penalty: 4236.000488
	Iteration 4Q: 3 clusters Score -652205.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -652304.625000 Penalty: 4236.000488
	Iteration 5Q: 3 clusters Score -652304.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -652435.687500 Penalty: 4236.000488
	Iteration 6Q: 3 clusters Score -652435.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -652603.875000 Penalty: 4236.000488
	Iteration 7Q: 3 clusters Score -652603.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -652786.062500 Penalty: 4236.000488
	Iteration 8Q: 3 clusters Score -652786.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -652976.125000 Penalty: 4236.000488
	Iteration 9Q: 3 clusters Score -652976.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -653133.062500 Penalty: 4236.000488
	Iteration 10Q: 3 clusters Score -653133.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -653265.625000 Penalty: 4236.000488
	Iteration 11Q: 3 clusters Score -653265.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -653376.375000 Penalty: 4236.000488
	Iteration 12Q: 3 clusters Score -653376.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -653501.625000 Penalty: 4236.000488
	Iteration 13Q: 3 clusters Score -653501.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -653600.687500 Penalty: 4236.000488
	Iteration 14Q: 3 clusters Score -653600.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -653673.375000 Penalty: 4236.000488
	Iteration 15Q: 3 clusters Score -653673.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -653724.000000 Penalty: 4236.000488
	Iteration 16Q: 3 clusters Score -653724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -653755.812500 Penalty: 4236.000488
	Iteration 17Q: 3 clusters Score -653755.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -653771.687500 Penalty: 4236.000488
	Iteration 18Q: 3 clusters Score -653771.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -653780.812500 Penalty: 4236.000488
	Iteration 19Q: 3 clusters Score -653780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -653786.937500 Penalty: 4236.000488
	Iteration 20F: 3 clusters Score -653786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -653790.187500 Penalty: 4236.000488
	Iteration 21Q: 3 clusters Score -653790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -653791.437500 Penalty: 4236.000488
	Iteration 22Q: 3 clusters Score -653791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -653792.250000 Penalty: 4236.000488
	Iteration 23Q: 3 clusters Score -653792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -653792.687500 Penalty: 4236.000488
	Iteration 24Q: 3 clusters Score -653792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -653793.562500 Penalty: 4236.000488
	Iteration 25Q: 3 clusters Score -653793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -653794.375000 Penalty: 4236.000488
	Iteration 26Q: 3 clusters Score -653794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -653794.500000 Penalty: 4236.000488
	Iteration 27Q: 3 clusters Score -653794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -653793.937500 Penalty: 4236.000488
	Iteration 28Q: 3 clusters Score -653793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -653793.937500 Penalty: 4236.000488
	Iteration 29F: 3 clusters Score -653793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -506928.312500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506928.3 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -507820.031250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507820 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -508097.156250 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -508097.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -508335.625000 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -508335.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -508529.218750 Penalty: 4110.988770
	Iteration 4F: 3 clusters Score -508529.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -508681.343750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508681.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -508784.468750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508784.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -508875.750000 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508875.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -508954.000000 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -509032.718750 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -509032.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -509094.187500 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -509094.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -509141.093750 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -509141.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -509177.343750 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -509177.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -509202.375000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -509202.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -509233.093750 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -509233.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -509250.593750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -509250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -509262.718750 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -509262.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -509273.812500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -509273.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -509284.500000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -509284.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -509297.218750 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -509297.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -509313.187500 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -509313.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -509321.875000 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -509321.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -509328.937500 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -509328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -509343.000000 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -509343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -509359.218750 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -509359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -509374.375000 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -509374.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -509401.718750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -509401.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -509416.437500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -509416.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -509423.937500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -509423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -509428.281250 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -509428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -509431.625000 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -509431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -509433.937500 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -509433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -509435.250000 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -509435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -509435.625000 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -509435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -509437.625000 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -509437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -509436.968750 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -509437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -509436.968750 Penalty: 4110.988770
	Iteration 36F: 3 clusters Score -509437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -113606.437500 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -113606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111695.109375 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -111695.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112100.242188 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -112100.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112259.437500 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -112259.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112345.156250 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -112345.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112388.179688 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -112388.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112411.921875 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -112411.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112427.757812 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -112427.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -112440.843750 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -112440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112452.882812 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -112452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -112464.085938 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -112464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112472.632812 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -112472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112479.289062 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -112479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112483.945312 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -112483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -112490.171875 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -112490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -112497.484375 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -112497.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112512.007812 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -112512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -112527.890625 Penalty: 3472.165771
	Iteration 16Q: 3 clusters Score -112527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -112543.273438 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -112543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -112561.070312 Penalty: 3472.165771
	Iteration 18Q: 3 clusters Score -112561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -112576.875000 Penalty: 3472.165771
	Iteration 19Q: 3 clusters Score -112576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -112601.195312 Penalty: 3472.165771
	Iteration 20F: 3 clusters Score -112601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -112632.156250 Penalty: 3472.165771
	Iteration 21Q: 3 clusters Score -112632.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -112698.820312 Penalty: 3472.165771
	Iteration 22Q: 3 clusters Score -112698.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112766.000000 Penalty: 3472.165771
	Iteration 23Q: 3 clusters Score -112766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112823.187500 Penalty: 3472.165771
	Iteration 24Q: 3 clusters Score -112823.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112889.195312 Penalty: 3472.165771
	Iteration 25Q: 3 clusters Score -112889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112992.296875 Penalty: 3472.165771
	Iteration 26Q: 3 clusters Score -112992.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113084.953125 Penalty: 3472.165771
	Iteration 27Q: 3 clusters Score -113085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113131.445312 Penalty: 3472.165771
	Iteration 28Q: 3 clusters Score -113131.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113153.195312 Penalty: 3472.165771
	Iteration 29Q: 3 clusters Score -113153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113167.898438 Penalty: 3472.165771
	Iteration 30Q: 3 clusters Score -113167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113178.750000 Penalty: 3472.165771
	Iteration 31Q: 3 clusters Score -113178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113197.273438 Penalty: 3472.165771
	Iteration 32Q: 3 clusters Score -113197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113235.554688 Penalty: 3472.165771
	Iteration 33Q: 3 clusters Score -113235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113280.468750 Penalty: 3472.165771
	Iteration 34Q: 3 clusters Score -113280.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113329.257812 Penalty: 3472.165771
	Iteration 35Q: 3 clusters Score -113329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113369.234375 Penalty: 3472.165771
	Iteration 36Q: 3 clusters Score -113369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113385.890625 Penalty: 3472.165771
	Iteration 37Q: 3 clusters Score -113385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113395.265625 Penalty: 3472.165771
	Iteration 38Q: 3 clusters Score -113395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113405.585938 Penalty: 3472.165771
	Iteration 39Q: 3 clusters Score -113405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113413.296875 Penalty: 3472.165771
	Iteration 40F: 3 clusters Score -113413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113419.476562 Penalty: 3472.165771
	Iteration 41Q: 3 clusters Score -113419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113424.250000 Penalty: 3472.165771
	Iteration 42Q: 3 clusters Score -113424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113428.601562 Penalty: 3472.165771
	Iteration 43Q: 3 clusters Score -113428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113432.039062 Penalty: 3472.165771
	Iteration 44Q: 3 clusters Score -113432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113433.875000 Penalty: 3472.165771
	Iteration 45Q: 3 clusters Score -113433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113444.382812 Penalty: 3472.165771
	Iteration 46Q: 3 clusters Score -113444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113456.718750 Penalty: 3472.165771
	Iteration 47Q: 3 clusters Score -113456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113465.023438 Penalty: 3472.165771
	Iteration 48Q: 3 clusters Score -113465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113476.406250 Penalty: 3472.165771
	Iteration 49Q: 3 clusters Score -113476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113481.765625 Penalty: 3472.165771
	Iteration 50Q: 3 clusters Score -113481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113493.414062 Penalty: 3472.165771
	Iteration 51Q: 3 clusters Score -113493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113498.406250 Penalty: 3472.165771
	Iteration 52Q: 3 clusters Score -113498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113507.296875 Penalty: 3472.165771
	Iteration 53Q: 3 clusters Score -113507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113522.367188 Penalty: 3472.165771
	Iteration 54Q: 3 clusters Score -113522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113540.156250 Penalty: 3472.165771
	Iteration 55Q: 3 clusters Score -113540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113545.937500 Penalty: 3472.165771
	Iteration 56Q: 3 clusters Score -113545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113547.367188 Penalty: 3472.165771
	Iteration 57Q: 3 clusters Score -113547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113547.367188 Penalty: 3472.165771
	Iteration 58F: 3 clusters Score -113547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -381758.937500 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -381758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -378372.500000 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -378372.5 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -379119.593750 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -379119.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -379319.750000 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -379319.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -379430.031250 Penalty: 4012.079102
	Iteration 3Q: 3 clusters Score -379430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -379516.250000 Penalty: 4012.079102
	Iteration 4Q: 3 clusters Score -379516.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -379593.937500 Penalty: 4012.079102
	Iteration 5Q: 3 clusters Score -379593.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -379666.531250 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -379666.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -379731.000000 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -379731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -379782.625000 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -379782.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -379813.937500 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -379813.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -379860.656250 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -379860.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -379898.718750 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -379898.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -379931.406250 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -379931.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -379959.187500 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -379959.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -379989.750000 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -379989.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -380023.656250 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -380023.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -380059.062500 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -380059.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -380102.593750 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -380102.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -380156.250000 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -380156.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -380198.718750 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -380198.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -380240.687500 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -380240.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -380280.156250 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -380280.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -380318.718750 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -380318.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -380368.187500 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -380368.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -380415.406250 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -380415.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -380474.937500 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -380474.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -380550.843750 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -380550.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -380618.593750 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -380618.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -380675.062500 Penalty: 4012.079102
	Iteration 28Q: 3 clusters Score -380675.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -380731.343750 Penalty: 4012.079102
	Iteration 29Q: 3 clusters Score -380731.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -380766.906250 Penalty: 4012.079102
	Iteration 30Q: 3 clusters Score -380766.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -380799.031250 Penalty: 4012.079102
	Iteration 31Q: 3 clusters Score -380799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -380821.406250 Penalty: 4012.079102
	Iteration 32Q: 3 clusters Score -380821.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -380839.375000 Penalty: 4012.079102
	Iteration 33Q: 3 clusters Score -380839.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -380858.218750 Penalty: 4012.079102
	Iteration 34Q: 3 clusters Score -380858.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -380870.281250 Penalty: 4012.079102
	Iteration 35Q: 3 clusters Score -380870.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380880.687500 Penalty: 4012.079102
	Iteration 36Q: 3 clusters Score -380880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -380886.312500 Penalty: 4012.079102
	Iteration 37Q: 3 clusters Score -380886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -380896.812500 Penalty: 4012.079102
	Iteration 38Q: 3 clusters Score -380896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -380902.125000 Penalty: 4012.079102
	Iteration 39Q: 3 clusters Score -380902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -380911.656250 Penalty: 4012.079102
	Iteration 40F: 3 clusters Score -380911.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -380923.031250 Penalty: 4012.079102
	Iteration 41Q: 3 clusters Score -380923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -380934.156250 Penalty: 4012.079102
	Iteration 42Q: 3 clusters Score -380934.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -380942.593750 Penalty: 4012.079102
	Iteration 43Q: 3 clusters Score -380942.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -380947.187500 Penalty: 4012.079102
	Iteration 44Q: 3 clusters Score -380947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -380952.875000 Penalty: 4012.079102
	Iteration 45Q: 3 clusters Score -380952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -380956.531250 Penalty: 4012.079102
	Iteration 46Q: 3 clusters Score -380956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -380959.625000 Penalty: 4012.079102
	Iteration 47Q: 3 clusters Score -380959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -380964.156250 Penalty: 4012.079102
	Iteration 48Q: 3 clusters Score -380964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -380969.250000 Penalty: 4012.079102
	Iteration 49Q: 3 clusters Score -380969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -380974.593750 Penalty: 4012.079102
	Iteration 50Q: 3 clusters Score -380974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380979.656250 Penalty: 4012.079102
	Iteration 51Q: 3 clusters Score -380979.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -380987.343750 Penalty: 4012.079102
	Iteration 52Q: 3 clusters Score -380987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -380990.218750 Penalty: 4012.079102
	Iteration 53Q: 3 clusters Score -380990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -380994.093750 Penalty: 4012.079102
	Iteration 54Q: 3 clusters Score -380994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -380994.312500 Penalty: 4012.079102
	Iteration 55Q: 3 clusters Score -380994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -380995.312500 Penalty: 4012.079102
	Iteration 56Q: 3 clusters Score -380995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380995.812500 Penalty: 4012.079102
	Iteration 57Q: 3 clusters Score -380995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380995.812500 Penalty: 4012.079102
	Iteration 58F: 3 clusters Score -380995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -350343.000000 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -350343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -347223.562500 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -347223.6 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -347907.875000 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -347907.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -348119.625000 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -348119.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -348374.906250 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -348374.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -348728.937500 Penalty: 3935.163330
	Iteration 4F: 3 clusters Score -348728.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -349072.031250 Penalty: 3935.163330
	Iteration 5F: 3 clusters Score -349072 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -349316.562500 Penalty: 3935.163330
	Iteration 6F: 3 clusters Score -349316.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -349494.125000 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -349494.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -349633.656250 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -349633.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349760.937500 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -349760.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -349873.562500 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -349873.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -349939.218750 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -349939.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -349975.062500 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -349975.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -350005.125000 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -350005.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -350023.281250 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -350023.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -350036.687500 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -350036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -350041.156250 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -350041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -350044.593750 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -350044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -350045.250000 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -350045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -350045.250000 Penalty: 3935.163330
	Iteration 19F: 3 clusters Score -350045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97122.992188 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97122.99 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97393.132812 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97393.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97478.289062 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -97478.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97515.437500 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97515.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97532.437500 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97532.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97555.500000 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97572.937500 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97572.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97582.250000 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97582.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97584.906250 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -97584.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97588.054688 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -97588.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97591.015625 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -97591.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97598.515625 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -97598.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97604.437500 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -97604.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97616.781250 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -97616.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97624.570312 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -97624.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97647.578125 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -97647.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97659.335938 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -97659.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97668.812500 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -97668.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97672.921875 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -97672.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97685.210938 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -97685.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97732.906250 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -97732.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97818.500000 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -97818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97936.148438 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -97936.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98017.242188 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -98017.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98033.671875 Penalty: 3297.896240
	Iteration 24Q: 3 clusters Score -98033.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98039.070312 Penalty: 3297.896240
	Iteration 25Q: 3 clusters Score -98039.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98048.265625 Penalty: 3297.896240
	Iteration 26Q: 3 clusters Score -98048.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -98060.265625 Penalty: 3297.896240
	Iteration 27Q: 3 clusters Score -98060.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98070.156250 Penalty: 3297.896240
	Iteration 28Q: 3 clusters Score -98070.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98076.195312 Penalty: 3297.896240
	Iteration 29Q: 3 clusters Score -98076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98086.421875 Penalty: 3297.896240
	Iteration 30Q: 3 clusters Score -98086.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98090.757812 Penalty: 3297.896240
	Iteration 31Q: 3 clusters Score -98090.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98096.984375 Penalty: 3297.896240
	Iteration 32Q: 3 clusters Score -98096.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98103.773438 Penalty: 3297.896240
	Iteration 33Q: 3 clusters Score -98103.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98109.992188 Penalty: 3297.896240
	Iteration 34Q: 3 clusters Score -98109.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98111.789062 Penalty: 3297.896240
	Iteration 35Q: 3 clusters Score -98111.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98114.062500 Penalty: 3297.896240
	Iteration 36Q: 3 clusters Score -98114.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98119.093750 Penalty: 3297.896240
	Iteration 37Q: 3 clusters Score -98119.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98132.937500 Penalty: 3297.896240
	Iteration 38Q: 3 clusters Score -98132.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98147.421875 Penalty: 3297.896240
	Iteration 39Q: 3 clusters Score -98147.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98159.289062 Penalty: 3297.896240
	Iteration 40F: 3 clusters Score -98159.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98169.562500 Penalty: 3297.896240
	Iteration 41Q: 3 clusters Score -98169.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98182.484375 Penalty: 3297.896240
	Iteration 42Q: 3 clusters Score -98182.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98195.179688 Penalty: 3297.896240
	Iteration 43Q: 3 clusters Score -98195.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98206.203125 Penalty: 3297.896240
	Iteration 44Q: 3 clusters Score -98206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98219.242188 Penalty: 3297.896240
	Iteration 45Q: 3 clusters Score -98219.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98232.828125 Penalty: 3297.896240
	Iteration 46Q: 3 clusters Score -98232.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98245.148438 Penalty: 3297.896240
	Iteration 47Q: 3 clusters Score -98245.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98252.718750 Penalty: 3297.896240
	Iteration 48Q: 3 clusters Score -98252.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98254.648438 Penalty: 3297.896240
	Iteration 49Q: 3 clusters Score -98254.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98256.679688 Penalty: 3297.896240
	Iteration 50Q: 3 clusters Score -98256.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98259.625000 Penalty: 3297.896240
	Iteration 51Q: 3 clusters Score -98259.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98265.554688 Penalty: 3297.896240
	Iteration 52Q: 3 clusters Score -98265.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98268.867188 Penalty: 3297.896240
	Iteration 53Q: 3 clusters Score -98268.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98270.179688 Penalty: 3297.896240
	Iteration 54Q: 3 clusters Score -98270.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98270.179688 Penalty: 3297.896240
	Iteration 55F: 3 clusters Score -98270.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 38602 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 162032 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51859 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82597 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 42095 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 24243 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 118018 members 
Mstep: Class 30 contains 47136 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 8354 members 
Mstep: Class 36 contains 10245 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2790 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266272.000000 Penalty: 145996.140625
Iteration 119Q: 44 clusters Score -1.112663e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12818 members 
Mstep: Class 4 contains 15538 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 38950 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 162029 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51866 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 14489 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 89792 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82686 members 
Mstep: Class 21 contains 15723 members 
Mstep: Class 22 contains 42051 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 24242 members 
Mstep: Class 28 contains 4356 members 
Mstep: Class 29 contains 117978 members 
Mstep: Class 30 contains 47164 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4272 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5674 members 
Mstep: Class 35 contains 8360 members 
Mstep: Class 36 contains 10249 members 
Mstep: Class 37 contains 5116 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1098 members 
Mstep: Class 40 contains 3259 members 
Mstep: Class 41 contains 2789 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 26730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267080.000000 Penalty: 145996.140625
Iteration 120F: 44 clusters Score -1.112671e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 12825 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 39161 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 162016 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51866 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 89808 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 82701 members 
Mstep: Class 21 contains 15645 members 
Mstep: Class 22 contains 42009 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 18227 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 24242 members 
Mstep: Class 28 contains 4387 members 
Mstep: Class 29 contains 117944 members 
Mstep: Class 30 contains 47197 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5758 members 
Mstep: Class 35 contains 8366 members 
Mstep: Class 36 contains 10250 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1103 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 2793 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 26948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267624.000000 Penalty: 145996.140625
Iteration 121Q: 44 clusters Score -1.112676e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 39389 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 162008 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51870 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 89818 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82729 members 
Mstep: Class 21 contains 15573 members 
Mstep: Class 22 contains 41955 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18311 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 24236 members 
Mstep: Class 28 contains 4414 members 
Mstep: Class 29 contains 117917 members 
Mstep: Class 30 contains 47241 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4266 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5829 members 
Mstep: Class 35 contains 8370 members 
Mstep: Class 36 contains 10250 members 
Mstep: Class 37 contains 5113 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 2793 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267656.000000 Penalty: 145996.140625
Iteration 122Q: 44 clusters Score -1.112677e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 39613 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 162004 members 
Mstep: Class 12 contains 5844 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51874 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 89818 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82738 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 41892 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18370 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 24232 members 
Mstep: Class 28 contains 4443 members 
Mstep: Class 29 contains 117891 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4269 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5896 members 
Mstep: Class 35 contains 8377 members 
Mstep: Class 36 contains 10248 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 3263 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267928.000000 Penalty: 145996.140625
Iteration 123Q: 44 clusters Score -1.112679e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 13683 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 39831 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 161997 members 
Mstep: Class 12 contains 5850 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51874 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 89817 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82744 members 
Mstep: Class 21 contains 15447 members 
Mstep: Class 22 contains 41830 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18409 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 24230 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 117850 members 
Mstep: Class 30 contains 47331 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4271 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 5961 members 
Mstep: Class 35 contains 8382 members 
Mstep: Class 36 contains 10247 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 3264 members 
Mstep: Class 41 contains 2799 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268400.000000 Penalty: 145996.140625
Iteration 124Q: 44 clusters Score -1.112684e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 13317 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 40046 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 161983 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 89820 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 82759 members 
Mstep: Class 21 contains 15392 members 
Mstep: Class 22 contains 41783 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18449 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24228 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 117816 members 
Mstep: Class 30 contains 47370 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4276 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6017 members 
Mstep: Class 35 contains 8386 members 
Mstep: Class 36 contains 10246 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1098 members 
Mstep: Class 40 contains 3265 members 
Mstep: Class 41 contains 2798 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268352.000000 Penalty: 145996.140625
Iteration 125Q: 44 clusters Score -1.112684e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 12866 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40232 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 161964 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51884 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 89815 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82773 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 41747 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18468 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 24228 members 
Mstep: Class 28 contains 4526 members 
Mstep: Class 29 contains 117784 members 
Mstep: Class 30 contains 47400 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6082 members 
Mstep: Class 35 contains 8389 members 
Mstep: Class 36 contains 10253 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3266 members 
Mstep: Class 41 contains 2800 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268728.000000 Penalty: 145996.140625
Iteration 126Q: 44 clusters Score -1.112687e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 12728 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 40373 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 161950 members 
Mstep: Class 12 contains 5868 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 89807 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82785 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 41713 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18487 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 24226 members 
Mstep: Class 28 contains 4547 members 
Mstep: Class 29 contains 117763 members 
Mstep: Class 30 contains 47427 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6136 members 
Mstep: Class 35 contains 8389 members 
Mstep: Class 36 contains 10257 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 3267 members 
Mstep: Class 41 contains 2800 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269048.000000 Penalty: 145996.140625
Iteration 127Q: 44 clusters Score -1.11269e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 12874 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 40519 members 
Mstep: Class 10 contains 7281 members 
Mstep: Class 11 contains 161935 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 51889 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 89807 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82791 members 
Mstep: Class 21 contains 15236 members 
Mstep: Class 22 contains 41695 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18512 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 24219 members 
Mstep: Class 28 contains 4554 members 
Mstep: Class 29 contains 117745 members 
Mstep: Class 30 contains 47452 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6185 members 
Mstep: Class 35 contains 8389 members 
Mstep: Class 36 contains 10256 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1096 members 
Mstep: Class 40 contains 3269 members 
Mstep: Class 41 contains 2800 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268728.000000 Penalty: 145996.140625
Iteration 128Q: 44 clusters Score -1.112687e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 40637 members 
Mstep: Class 10 contains 7283 members 
Mstep: Class 11 contains 161927 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14475 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 89803 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82802 members 
Mstep: Class 21 contains 15199 members 
Mstep: Class 22 contains 41681 members 
Mstep: Class 23 contains 7846 members 
Mstep: Class 24 contains 18508 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 24217 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 117726 members 
Mstep: Class 30 contains 47469 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4294 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6220 members 
Mstep: Class 35 contains 8388 members 
Mstep: Class 36 contains 10257 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 3270 members 
Mstep: Class 41 contains 2804 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268800.000000 Penalty: 145996.140625
Iteration 129Q: 44 clusters Score -1.112688e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 12890 members 
Mstep: Class 4 contains 12035 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 40723 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 11 contains 161925 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 89800 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82803 members 
Mstep: Class 21 contains 15166 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 7845 members 
Mstep: Class 24 contains 18504 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 24211 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 117704 members 
Mstep: Class 30 contains 47485 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4292 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 8389 members 
Mstep: Class 36 contains 10261 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2806 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 27939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268888.000000 Penalty: 145996.140625
Iteration 130Q: 44 clusters Score -1.112689e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 40822 members 
Mstep: Class 10 contains 7287 members 
Mstep: Class 11 contains 161929 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 89803 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 82814 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 41653 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 18506 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 24207 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 117689 members 
Mstep: Class 30 contains 47499 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 4293 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6275 members 
Mstep: Class 35 contains 8391 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5109 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2808 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268696.000000 Penalty: 145996.140625
Iteration 131Q: 44 clusters Score -1.112687e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 11660 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 40920 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 161936 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 89799 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 82830 members 
Mstep: Class 21 contains 15127 members 
Mstep: Class 22 contains 41640 members 
Mstep: Class 23 contains 7848 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 24202 members 
Mstep: Class 28 contains 4578 members 
Mstep: Class 29 contains 117672 members 
Mstep: Class 30 contains 47507 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4294 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6295 members 
Mstep: Class 35 contains 8392 members 
Mstep: Class 36 contains 10261 members 
Mstep: Class 37 contains 5109 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1090 members 
Mstep: Class 40 contains 3272 members 
Mstep: Class 41 contains 2811 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268968.000000 Penalty: 145996.140625
Iteration 132Q: 44 clusters Score -1.11269e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12880 members 
Mstep: Class 4 contains 11507 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41002 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 11 contains 161923 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 89796 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 82850 members 
Mstep: Class 21 contains 15116 members 
Mstep: Class 22 contains 41634 members 
Mstep: Class 23 contains 7849 members 
Mstep: Class 24 contains 18496 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 24201 members 
Mstep: Class 28 contains 4583 members 
Mstep: Class 29 contains 117660 members 
Mstep: Class 30 contains 47516 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6317 members 
Mstep: Class 35 contains 8392 members 
Mstep: Class 36 contains 10258 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1088 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2815 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268936.000000 Penalty: 145996.140625
Iteration 133Q: 44 clusters Score -1.112689e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 11378 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41074 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 11 contains 161926 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 18 contains 89793 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 82855 members 
Mstep: Class 21 contains 15110 members 
Mstep: Class 22 contains 41623 members 
Mstep: Class 23 contains 7849 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4590 members 
Mstep: Class 29 contains 117649 members 
Mstep: Class 30 contains 47518 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4290 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 8392 members 
Mstep: Class 36 contains 10257 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1086 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2820 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269064.000000 Penalty: 145996.140625
Iteration 134Q: 44 clusters Score -1.112691e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41145 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 161925 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 89787 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 82869 members 
Mstep: Class 21 contains 15100 members 
Mstep: Class 22 contains 41621 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 18476 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 24195 members 
Mstep: Class 28 contains 4593 members 
Mstep: Class 29 contains 117638 members 
Mstep: Class 30 contains 47522 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4285 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6337 members 
Mstep: Class 35 contains 8393 members 
Mstep: Class 36 contains 10255 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1084 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2817 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269032.000000 Penalty: 145996.140625
Iteration 135Q: 44 clusters Score -1.11269e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 11187 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41186 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 161927 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 89787 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 82884 members 
Mstep: Class 21 contains 15093 members 
Mstep: Class 22 contains 41619 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 18453 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 24194 members 
Mstep: Class 28 contains 4594 members 
Mstep: Class 29 contains 117627 members 
Mstep: Class 30 contains 47530 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4278 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6344 members 
Mstep: Class 35 contains 8394 members 
Mstep: Class 36 contains 10252 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2815 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269000.000000 Penalty: 145996.140625
Iteration 136Q: 44 clusters Score -1.11269e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41239 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 161922 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 89785 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 82897 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 41614 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 18427 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 24195 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 117623 members 
Mstep: Class 30 contains 47541 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4270 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6346 members 
Mstep: Class 35 contains 8395 members 
Mstep: Class 36 contains 10254 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2814 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268944.000000 Penalty: 145996.140625
Iteration 137Q: 44 clusters Score -1.112689e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 12896 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41288 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 161916 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89783 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 82911 members 
Mstep: Class 21 contains 15077 members 
Mstep: Class 22 contains 41623 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 18405 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 117608 members 
Mstep: Class 30 contains 47550 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4268 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6350 members 
Mstep: Class 35 contains 8395 members 
Mstep: Class 36 contains 10255 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2816 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269016.000000 Penalty: 145996.140625
Iteration 138Q: 44 clusters Score -1.11269e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 12898 members 
Mstep: Class 4 contains 10878 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 161921 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 82933 members 
Mstep: Class 21 contains 15066 members 
Mstep: Class 22 contains 41626 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18395 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4612 members 
Mstep: Class 29 contains 117597 members 
Mstep: Class 30 contains 47557 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6353 members 
Mstep: Class 35 contains 8395 members 
Mstep: Class 36 contains 10256 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2815 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269032.000000 Penalty: 145996.140625
Iteration 139Q: 44 clusters Score -1.11269e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10790 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41384 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 161917 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89779 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82940 members 
Mstep: Class 21 contains 15062 members 
Mstep: Class 22 contains 41636 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18392 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4620 members 
Mstep: Class 29 contains 117591 members 
Mstep: Class 30 contains 47560 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6355 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10259 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2814 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269176.000000 Penalty: 145996.140625
Iteration 140F: 44 clusters Score -1.112692e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 12899 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41411 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 161914 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89778 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82947 members 
Mstep: Class 21 contains 15054 members 
Mstep: Class 22 contains 41640 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18370 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1353 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 117583 members 
Mstep: Class 30 contains 47567 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6359 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2816 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269200.000000 Penalty: 145996.140625
Iteration 141Q: 44 clusters Score -1.112692e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41413 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 11 contains 161913 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89774 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82957 members 
Mstep: Class 21 contains 15050 members 
Mstep: Class 22 contains 41652 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18359 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4629 members 
Mstep: Class 29 contains 117574 members 
Mstep: Class 30 contains 47574 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4255 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10264 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2819 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269240.000000 Penalty: 145996.140625
Iteration 142Q: 44 clusters Score -1.112692e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41402 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 161910 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89768 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82964 members 
Mstep: Class 21 contains 15049 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18347 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4633 members 
Mstep: Class 29 contains 117561 members 
Mstep: Class 30 contains 47584 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6367 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10266 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2821 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269400.000000 Penalty: 145996.140625
Iteration 143Q: 44 clusters Score -1.112694e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41378 members 
Mstep: Class 10 contains 7285 members 
Mstep: Class 11 contains 161906 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89769 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82973 members 
Mstep: Class 21 contains 15044 members 
Mstep: Class 22 contains 41678 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18335 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 117556 members 
Mstep: Class 30 contains 47591 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6376 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2821 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269360.000000 Penalty: 145996.140625
Iteration 144Q: 44 clusters Score -1.112694e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 161903 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89768 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82983 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 41688 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18331 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4636 members 
Mstep: Class 29 contains 117541 members 
Mstep: Class 30 contains 47596 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4255 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6382 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3272 members 
Mstep: Class 41 contains 2822 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269552.000000 Penalty: 145996.140625
Iteration 145Q: 44 clusters Score -1.112696e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41331 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 161897 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89766 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82993 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 41704 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18319 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4640 members 
Mstep: Class 29 contains 117531 members 
Mstep: Class 30 contains 47599 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6385 members 
Mstep: Class 35 contains 8396 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 3272 members 
Mstep: Class 41 contains 2825 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269536.000000 Penalty: 145996.140625
Iteration 146Q: 44 clusters Score -1.112695e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 7293 members 
Mstep: Class 11 contains 161893 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89764 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82996 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 41713 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18312 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24196 members 
Mstep: Class 28 contains 4645 members 
Mstep: Class 29 contains 117518 members 
Mstep: Class 30 contains 47606 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4255 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 8397 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2830 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269456.000000 Penalty: 145996.140625
Iteration 147Q: 44 clusters Score -1.112695e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 161890 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89768 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83002 members 
Mstep: Class 21 contains 15027 members 
Mstep: Class 22 contains 41711 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18295 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24194 members 
Mstep: Class 28 contains 4650 members 
Mstep: Class 29 contains 117511 members 
Mstep: Class 30 contains 47611 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6395 members 
Mstep: Class 35 contains 8397 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2833 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269568.000000 Penalty: 145996.140625
Iteration 148Q: 44 clusters Score -1.112696e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 11 contains 161889 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89767 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83006 members 
Mstep: Class 21 contains 15023 members 
Mstep: Class 22 contains 41708 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18278 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 117497 members 
Mstep: Class 30 contains 47617 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6399 members 
Mstep: Class 35 contains 8397 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2837 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269696.000000 Penalty: 145996.140625
Iteration 149Q: 44 clusters Score -1.112697e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41288 members 
Mstep: Class 10 contains 7306 members 
Mstep: Class 11 contains 161884 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89766 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83008 members 
Mstep: Class 21 contains 15022 members 
Mstep: Class 22 contains 41713 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18269 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4658 members 
Mstep: Class 29 contains 117485 members 
Mstep: Class 30 contains 47620 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6404 members 
Mstep: Class 35 contains 8398 members 
Mstep: Class 36 contains 10266 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2842 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 28993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269616.000000 Penalty: 145996.140625
Iteration 150Q: 44 clusters Score -1.112696e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41266 members 
Mstep: Class 10 contains 7306 members 
Mstep: Class 11 contains 161883 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89764 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83006 members 
Mstep: Class 21 contains 15018 members 
Mstep: Class 22 contains 41714 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 18261 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24194 members 
Mstep: Class 28 contains 4661 members 
Mstep: Class 29 contains 117478 members 
Mstep: Class 30 contains 47624 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6407 members 
Mstep: Class 35 contains 8399 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2847 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269704.000000 Penalty: 145996.140625
Iteration 151Q: 44 clusters Score -1.112697e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10357 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41245 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 161874 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83006 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41703 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18254 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24194 members 
Mstep: Class 28 contains 4665 members 
Mstep: Class 29 contains 117477 members 
Mstep: Class 30 contains 47634 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8400 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2853 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269648.000000 Penalty: 145996.140625
Iteration 152Q: 44 clusters Score -1.112696e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10353 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41214 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 161877 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83009 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41703 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18248 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4671 members 
Mstep: Class 29 contains 117472 members 
Mstep: Class 30 contains 47642 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4263 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8402 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2855 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269648.000000 Penalty: 145996.140625
Iteration 153Q: 44 clusters Score -1.112696e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41195 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 161878 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83018 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41704 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18235 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4675 members 
Mstep: Class 29 contains 117465 members 
Mstep: Class 30 contains 47652 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2858 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269616.000000 Penalty: 145996.140625
Iteration 154Q: 44 clusters Score -1.112696e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 41171 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 161877 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83029 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41695 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18222 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4681 members 
Mstep: Class 29 contains 117458 members 
Mstep: Class 30 contains 47661 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2857 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269640.000000 Penalty: 145996.140625
Iteration 155Q: 44 clusters Score -1.112696e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41157 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 161872 members 
Mstep: Class 12 contains 5904 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41694 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18216 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24191 members 
Mstep: Class 28 contains 4686 members 
Mstep: Class 29 contains 117450 members 
Mstep: Class 30 contains 47666 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269672.000000 Penalty: 145996.140625
Iteration 156Q: 44 clusters Score -1.112697e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41143 members 
Mstep: Class 10 contains 7314 members 
Mstep: Class 11 contains 161870 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89763 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83039 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24191 members 
Mstep: Class 28 contains 4688 members 
Mstep: Class 29 contains 117442 members 
Mstep: Class 30 contains 47671 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4252 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10273 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269648.000000 Penalty: 145996.140625
Iteration 157Q: 44 clusters Score -1.112696e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 7315 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41687 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18208 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24191 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 117433 members 
Mstep: Class 30 contains 47675 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10274 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269672.000000 Penalty: 145996.140625
Iteration 158Q: 44 clusters Score -1.112697e+08 nChanged 108
Entering ConstructFrom: 
Score: -111269672.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -794989.062500 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -794989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -789596.125000 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -789596.1 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -790987.250000 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -790987.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -791404.250000 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -791404.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -791879.375000 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -791879.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -792424.437500 Penalty: 4343.314453
	Iteration 4F: 3 clusters Score -792424.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -792992.187500 Penalty: 4343.314453
	Iteration 5F: 3 clusters Score -792992.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -793603.312500 Penalty: 4343.314453
	Iteration 6F: 3 clusters Score -793603.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -794232.937500 Penalty: 4343.314453
	Iteration 7F: 3 clusters Score -794232.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -794782.125000 Penalty: 4343.314453
	Iteration 8F: 3 clusters Score -794782.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -795176.500000 Penalty: 4343.314453
	Iteration 9Q: 3 clusters Score -795176.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -795391.875000 Penalty: 4343.314453
	Iteration 10Q: 3 clusters Score -795391.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -795493.312500 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -795493.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -795540.937500 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -795540.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -795566.750000 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -795566.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -795585.187500 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -795585.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -795594.000000 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -795594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -795595.687500 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -795595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -795598.125000 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -795598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -795599.500000 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -795599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -795598.437500 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -795598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -795600.687500 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -795600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -795601.187500 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -795601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -795601.187500 Penalty: 4343.314453
	Iteration 22F: 3 clusters Score -795601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 117426 members 
Mstep: Class 30 contains 47677 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29292 members 
Mstep: Class 44 contains 3960 members 
Entering Unmasked Estep 
Score: -111269336.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111269672.000000 to -111269336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Entering Unmasked Estep 
Score: -684197.000000 Penalty: 2130.660400
	Iteration 0F: 2 clusters Score -684197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -679435.437500 Penalty: 4261.320801
	Iteration 0F: 3 clusters Score -679435.4 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -680770.625000 Penalty: 4261.320801
	Iteration 1F: 3 clusters Score -680770.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -681265.687500 Penalty: 4261.320801
	Iteration 2F: 3 clusters Score -681265.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -681633.937500 Penalty: 4261.320801
	Iteration 3F: 3 clusters Score -681633.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -681935.500000 Penalty: 4261.320801
	Iteration 4F: 3 clusters Score -681935.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -682170.937500 Penalty: 4261.320801
	Iteration 5F: 3 clusters Score -682170.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -682367.375000 Penalty: 4261.320801
	Iteration 6Q: 3 clusters Score -682367.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -682543.187500 Penalty: 4261.320801
	Iteration 7Q: 3 clusters Score -682543.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -682698.625000 Penalty: 4261.320801
	Iteration 8Q: 3 clusters Score -682698.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -682872.187500 Penalty: 4261.320801
	Iteration 9Q: 3 clusters Score -682872.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -683044.500000 Penalty: 4261.320801
	Iteration 10Q: 3 clusters Score -683044.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -683180.000000 Penalty: 4261.320801
	Iteration 11Q: 3 clusters Score -683180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -683286.562500 Penalty: 4261.320801
	Iteration 12Q: 3 clusters Score -683286.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -683369.812500 Penalty: 4261.320801
	Iteration 13Q: 3 clusters Score -683369.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -683419.750000 Penalty: 4261.320801
	Iteration 14Q: 3 clusters Score -683419.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -683450.187500 Penalty: 4261.320801
	Iteration 15Q: 3 clusters Score -683450.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -683471.625000 Penalty: 4261.320801
	Iteration 16Q: 3 clusters Score -683471.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -683485.750000 Penalty: 4261.320801
	Iteration 17Q: 3 clusters Score -683485.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -683495.750000 Penalty: 4261.320801
	Iteration 18Q: 3 clusters Score -683495.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -683503.312500 Penalty: 4261.320801
	Iteration 19Q: 3 clusters Score -683503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -683511.062500 Penalty: 4261.320801
	Iteration 20F: 3 clusters Score -683511.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -683514.437500 Penalty: 4261.320801
	Iteration 21Q: 3 clusters Score -683514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -683521.000000 Penalty: 4261.320801
	Iteration 22Q: 3 clusters Score -683521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -683521.625000 Penalty: 4261.320801
	Iteration 23Q: 3 clusters Score -683521.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -683523.062500 Penalty: 4261.320801
	Iteration 24Q: 3 clusters Score -683523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -683526.937500 Penalty: 4261.320801
	Iteration 25Q: 3 clusters Score -683526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -683526.187500 Penalty: 4261.320801
	Iteration 26Q: 3 clusters Score -683526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -683525.250000 Penalty: 4261.320801
	Iteration 27Q: 3 clusters Score -683525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -683525.250000 Penalty: 4261.320801
	Iteration 28F: 3 clusters Score -683525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1674136.250000 Penalty: 2347.430908
	Iteration 0F: 2 clusters Score -1674136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1664570.500000 Penalty: 4694.861816
	Iteration 0F: 3 clusters Score -1664570 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1667471.875000 Penalty: 4694.861816
	Iteration 1F: 3 clusters Score -1667472 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1667781.000000 Penalty: 4694.861816
	Iteration 2F: 3 clusters Score -1667781 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1668015.625000 Penalty: 4694.861816
	Iteration 3Q: 3 clusters Score -1668016 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1668191.125000 Penalty: 4694.861816
	Iteration 4Q: 3 clusters Score -1668191 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1668311.125000 Penalty: 4694.861816
	Iteration 5Q: 3 clusters Score -1668311 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1668421.500000 Penalty: 4694.861816
	Iteration 6Q: 3 clusters Score -1668422 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1668542.000000 Penalty: 4694.861816
	Iteration 7Q: 3 clusters Score -1668542 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1668632.250000 Penalty: 4694.861816
	Iteration 8Q: 3 clusters Score -1668632 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1668725.125000 Penalty: 4694.861816
	Iteration 9Q: 3 clusters Score -1668725 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1668818.000000 Penalty: 4694.861816
	Iteration 10Q: 3 clusters Score -1668818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1668911.375000 Penalty: 4694.861816
	Iteration 11Q: 3 clusters Score -1668911 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1669023.750000 Penalty: 4694.861816
	Iteration 12Q: 3 clusters Score -1669024 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1669200.250000 Penalty: 4694.861816
	Iteration 13Q: 3 clusters Score -1669200 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1669397.625000 Penalty: 4694.861816
	Iteration 14Q: 3 clusters Score -1669398 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1669582.000000 Penalty: 4694.861816
	Iteration 15Q: 3 clusters Score -1669582 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1669772.750000 Penalty: 4694.861816
	Iteration 16Q: 3 clusters Score -1669773 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1669968.375000 Penalty: 4694.861816
	Iteration 17Q: 3 clusters Score -1669968 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1670144.500000 Penalty: 4694.861816
	Iteration 18Q: 3 clusters Score -1670144 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1670305.500000 Penalty: 4694.861816
	Iteration 19Q: 3 clusters Score -1670306 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1670474.500000 Penalty: 4694.861816
	Iteration 20F: 3 clusters Score -1670474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1670657.625000 Penalty: 4694.861816
	Iteration 21Q: 3 clusters Score -1670658 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1670823.125000 Penalty: 4694.861816
	Iteration 22Q: 3 clusters Score -1670823 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1671014.750000 Penalty: 4694.861816
	Iteration 23Q: 3 clusters Score -1671015 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1671230.625000 Penalty: 4694.861816
	Iteration 24Q: 3 clusters Score -1671231 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1671420.500000 Penalty: 4694.861816
	Iteration 25Q: 3 clusters Score -1671420 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1671565.500000 Penalty: 4694.861816
	Iteration 26Q: 3 clusters Score -1671566 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1671688.500000 Penalty: 4694.861816
	Iteration 27Q: 3 clusters Score -1671688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1671781.250000 Penalty: 4694.861816
	Iteration 28Q: 3 clusters Score -1671781 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1671850.625000 Penalty: 4694.861816
	Iteration 29Q: 3 clusters Score -1671851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1671914.625000 Penalty: 4694.861816
	Iteration 30Q: 3 clusters Score -1671915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1671970.875000 Penalty: 4694.861816
	Iteration 31Q: 3 clusters Score -1671971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1672015.750000 Penalty: 4694.861816
	Iteration 32Q: 3 clusters Score -1672016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1672047.000000 Penalty: 4694.861816
	Iteration 33Q: 3 clusters Score -1672047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1672076.250000 Penalty: 4694.861816
	Iteration 34Q: 3 clusters Score -1672076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1672094.750000 Penalty: 4694.861816
	Iteration 35Q: 3 clusters Score -1672095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1672110.875000 Penalty: 4694.861816
	Iteration 36Q: 3 clusters Score -1672111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1672121.125000 Penalty: 4694.861816
	Iteration 37Q: 3 clusters Score -1672121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1672135.750000 Penalty: 4694.861816
	Iteration 38Q: 3 clusters Score -1672136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1672150.125000 Penalty: 4694.861816
	Iteration 39Q: 3 clusters Score -1672150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1672161.875000 Penalty: 4694.861816
	Iteration 40F: 3 clusters Score -1672162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1672171.375000 Penalty: 4694.861816
	Iteration 41Q: 3 clusters Score -1672171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1672173.250000 Penalty: 4694.861816
	Iteration 42Q: 3 clusters Score -1672173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1672183.250000 Penalty: 4694.861816
	Iteration 43Q: 3 clusters Score -1672183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1672183.625000 Penalty: 4694.861816
	Iteration 44Q: 3 clusters Score -1672184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1672185.875000 Penalty: 4694.861816
	Iteration 45Q: 3 clusters Score -1672186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1672193.375000 Penalty: 4694.861816
	Iteration 46Q: 3 clusters Score -1672193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1672197.625000 Penalty: 4694.861816
	Iteration 47Q: 3 clusters Score -1672198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1672199.000000 Penalty: 4694.861816
	Iteration 48Q: 3 clusters Score -1672199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1672203.750000 Penalty: 4694.861816
	Iteration 49Q: 3 clusters Score -1672204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1672204.750000 Penalty: 4694.861816
	Iteration 50Q: 3 clusters Score -1672205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1672209.500000 Penalty: 4694.861816
	Iteration 51Q: 3 clusters Score -1672210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1672211.250000 Penalty: 4694.861816
	Iteration 52Q: 3 clusters Score -1672211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1672211.750000 Penalty: 4694.861816
	Iteration 53Q: 3 clusters Score -1672212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1672212.250000 Penalty: 4694.861816
	Iteration 54Q: 3 clusters Score -1672212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1672212.625000 Penalty: 4694.861816
	Iteration 55Q: 3 clusters Score -1672213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1672213.000000 Penalty: 4694.861816
	Iteration 56Q: 3 clusters Score -1672213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1672214.000000 Penalty: 4694.861816
	Iteration 57Q: 3 clusters Score -1672214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1672216.250000 Penalty: 4694.861816
	Iteration 58Q: 3 clusters Score -1672216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1672215.250000 Penalty: 4694.861816
	Iteration 59Q: 3 clusters Score -1672215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1672215.250000 Penalty: 4694.861816
	Iteration 60F: 3 clusters Score -1672215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Entering Unmasked Estep 
Score: -1252267.500000 Penalty: 2291.061035
	Iteration 0F: 2 clusters Score -1252268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1244454.375000 Penalty: 4582.122070
	Iteration 0F: 3 clusters Score -1244454 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1246913.875000 Penalty: 4582.122070
	Iteration 1F: 3 clusters Score -1246914 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1247308.125000 Penalty: 4582.122070
	Iteration 2F: 3 clusters Score -1247308 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1247593.500000 Penalty: 4582.122070
	Iteration 3F: 3 clusters Score -1247594 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1247828.750000 Penalty: 4582.122070
	Iteration 4Q: 3 clusters Score -1247829 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1248038.750000 Penalty: 4582.122070
	Iteration 5Q: 3 clusters Score -1248039 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1248268.125000 Penalty: 4582.122070
	Iteration 6Q: 3 clusters Score -1248268 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1248482.250000 Penalty: 4582.122070
	Iteration 7Q: 3 clusters Score -1248482 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1248665.875000 Penalty: 4582.122070
	Iteration 8Q: 3 clusters Score -1248666 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1248855.500000 Penalty: 4582.122070
	Iteration 9Q: 3 clusters Score -1248856 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1249058.875000 Penalty: 4582.122070
	Iteration 10Q: 3 clusters Score -1249059 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1249297.750000 Penalty: 4582.122070
	Iteration 11Q: 3 clusters Score -1249298 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1249560.750000 Penalty: 4582.122070
	Iteration 12Q: 3 clusters Score -1249561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1249782.250000 Penalty: 4582.122070
	Iteration 13Q: 3 clusters Score -1249782 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1249952.375000 Penalty: 4582.122070
	Iteration 14Q: 3 clusters Score -1249952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1250088.875000 Penalty: 4582.122070
	Iteration 15Q: 3 clusters Score -1250089 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1250197.375000 Penalty: 4582.122070
	Iteration 16Q: 3 clusters Score -1250197 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1250309.625000 Penalty: 4582.122070
	Iteration 17Q: 3 clusters Score -1250310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1250418.625000 Penalty: 4582.122070
	Iteration 18Q: 3 clusters Score -1250419 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1250514.250000 Penalty: 4582.122070
	Iteration 19Q: 3 clusters Score -1250514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1250608.875000 Penalty: 4582.122070
	Iteration 20F: 3 clusters Score -1250609 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1250709.250000 Penalty: 4582.122070
	Iteration 21Q: 3 clusters Score -1250709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1250811.375000 Penalty: 4582.122070
	Iteration 22Q: 3 clusters Score -1250811 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1250887.375000 Penalty: 4582.122070
	Iteration 23Q: 3 clusters Score -1250887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1250946.875000 Penalty: 4582.122070
	Iteration 24Q: 3 clusters Score -1250947 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1250995.875000 Penalty: 4582.122070
	Iteration 25Q: 3 clusters Score -1250996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1251018.500000 Penalty: 4582.122070
	Iteration 26Q: 3 clusters Score -1251018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1251038.750000 Penalty: 4582.122070
	Iteration 27Q: 3 clusters Score -1251039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1251054.375000 Penalty: 4582.122070
	Iteration 28Q: 3 clusters Score -1251054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1251067.375000 Penalty: 4582.122070
	Iteration 29Q: 3 clusters Score -1251067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1251074.750000 Penalty: 4582.122070
	Iteration 30Q: 3 clusters Score -1251075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1251080.000000 Penalty: 4582.122070
	Iteration 31Q: 3 clusters Score -1251080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1251082.375000 Penalty: 4582.122070
	Iteration 32Q: 3 clusters Score -1251082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1251080.625000 Penalty: 4582.122070
	Iteration 33Q: 3 clusters Score -1251081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1251082.250000 Penalty: 4582.122070
	Iteration 34Q: 3 clusters Score -1251082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1251080.750000 Penalty: 4582.122070
	Iteration 35Q: 3 clusters Score -1251081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1251080.875000 Penalty: 4582.122070
	Iteration 36Q: 3 clusters Score -1251081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1251082.500000 Penalty: 4582.122070
	Iteration 37Q: 3 clusters Score -1251082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1251081.250000 Penalty: 4582.122070
	Iteration 38Q: 3 clusters Score -1251081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1251081.250000 Penalty: 4582.122070
	Iteration 39F: 3 clusters Score -1251081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197927.031250 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197927 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -198403.625000 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198403.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -198560.109375 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198560.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198642.140625 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -198642.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198704.984375 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -198767.593750 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198767.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198814.109375 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198814.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -198856.625000 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198856.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198904.203125 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198904.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198937.390625 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198937.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198968.609375 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -198968.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198999.234375 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -198999.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -199016.109375 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -199016.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -199033.750000 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -199033.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199039.203125 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -199039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -199042.187500 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -199042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199045.343750 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -199045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199048.968750 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -199049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199049.796875 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -199049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199049.796875 Penalty: 3692.927002
	Iteration 19F: 3 clusters Score -199049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -60303.644531 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -60303.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58871.773438 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -58871.77 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59195.390625 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -59195.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59369.976562 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -59369.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59509.136719 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -59509.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59622.781250 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -59622.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59718.730469 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -59718.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59832.210938 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -59832.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59976.957031 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -59976.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60089.152344 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -60089.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60258.214844 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -60258.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60436.230469 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -60436.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60490.792969 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -60490.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60497.910156 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -60497.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60497.910156 Penalty: 3093.239258
	Iteration 13F: 3 clusters Score -60497.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 117426 members 
Mstep: Class 30 contains 47677 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29292 members 
Mstep: Class 44 contains 164 members 
Entering Unmasked Estep 
Score: -111268152.000000 Penalty: 149391.406250
Splitting cluster 6 changes total score from -111269672.000000 to -111268152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -233952.343750 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -233952.3 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 927 members 
Entering Unmasked Estep 
Score: -231406.062500 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -231406.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231816.640625 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -231816.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -231915.890625 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -231915.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231981.062500 Penalty: 3739.357422
	Iteration 3Q: 3 clusters Score -231981.1 nChanged 51
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: -232028.265625 Penalty: 3739.357422
	Iteration 4Q: 3 clusters Score -232028.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232057.000000 Penalty: 3739.357422
	Iteration 5Q: 3 clusters Score -232057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -232074.937500 Penalty: 3739.357422
	Iteration 6Q: 3 clusters Score -232074.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -232086.593750 Penalty: 3739.357422
	Iteration 7Q: 3 clusters Score -232086.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -232097.500000 Penalty: 3739.357422
	Iteration 8Q: 3 clusters Score -232097.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232107.875000 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -232107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -232111.359375 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -232111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232114.468750 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -232114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -232116.359375 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -232116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232118.093750 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -232118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232118.406250 Penalty: 3739.357422
	Iteration 14Q: 3 clusters Score -232118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232118.890625 Penalty: 3739.357422
	Iteration 15Q: 3 clusters Score -232118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232119.140625 Penalty: 3739.357422
	Iteration 16Q: 3 clusters Score -232119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232119.140625 Penalty: 3739.357422
	Iteration 17F: 3 clusters Score -232119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84052.984375 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -84052.98 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84456.125000 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84456.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84723.734375 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -84723.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84929.328125 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -84929.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85179.500000 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -85179.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85432.281250 Penalty: 3298.538330
	Iteration 5F: 3 clusters Score -85432.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85523.812500 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85523.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85561.000000 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -85561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85591.953125 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -85591.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85619.218750 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -85619.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85657.468750 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -85657.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85697.054688 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -85697.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85730.062500 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -85730.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85792.039062 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -85792.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85921.656250 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -85921.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85973.328125 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -85973.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85977.265625 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -85977.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85981.460938 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -85981.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85986.460938 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -85986.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85994.875000 Penalty: 3298.538330
	Iteration 19F: 3 clusters Score -85994.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86063.984375 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -86063.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86163.171875 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -86163.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86257.640625 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -86257.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86275.882812 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -86275.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86275.882812 Penalty: 3298.538330
	Iteration 24F: 3 clusters Score -86275.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 117426 members 
Mstep: Class 30 contains 47677 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29292 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
Score: -111268824.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111269672.000000 to -111268824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Entering Unmasked Estep 
Score: -5296600.500000 Penalty: 2634.699463
	Iteration 0F: 2 clusters Score -5296600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -5268804.000000 Penalty: 5269.398926
	Iteration 0F: 3 clusters Score -5268804 nChanged 18860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -5278899.000000 Penalty: 5269.398926
	Iteration 1F: 3 clusters Score -5278899 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5279309.500000 Penalty: 5269.398926
	Iteration 2Q: 3 clusters Score -5279310 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5279729.000000 Penalty: 5269.398926
	Iteration 3Q: 3 clusters Score -5279729 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5280116.500000 Penalty: 5269.398926
	Iteration 4Q: 3 clusters Score -5280116 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5280538.500000 Penalty: 5269.398926
	Iteration 5Q: 3 clusters Score -5280538 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5281166.000000 Penalty: 5269.398926
	Iteration 6Q: 3 clusters Score -5281166 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5282111.500000 Penalty: 5269.398926
	Iteration 7Q: 3 clusters Score -5282112 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5283481.000000 Penalty: 5269.398926
	Iteration 8F: 3 clusters Score -5283481 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5285246.500000 Penalty: 5269.398926
	Iteration 9F: 3 clusters Score -5285246 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5287128.000000 Penalty: 5269.398926
	Iteration 10F: 3 clusters Score -5287128 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5288908.000000 Penalty: 5269.398926
	Iteration 11F: 3 clusters Score -5288908 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5290579.500000 Penalty: 5269.398926
	Iteration 12F: 3 clusters Score -5290580 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5291725.500000 Penalty: 5269.398926
	Iteration 13Q: 3 clusters Score -5291726 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -5292395.000000 Penalty: 5269.398926
	Iteration 14Q: 3 clusters Score -5292395 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5292763.500000 Penalty: 5269.398926
	Iteration 15Q: 3 clusters Score -5292764 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -5292940.500000 Penalty: 5269.398926
	Iteration 16Q: 3 clusters Score -5292940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -5293050.000000 Penalty: 5269.398926
	Iteration 17Q: 3 clusters Score -5293050 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -5293147.000000 Penalty: 5269.398926
	Iteration 18Q: 3 clusters Score -5293147 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5293258.500000 Penalty: 5269.398926
	Iteration 19Q: 3 clusters Score -5293258 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -5293337.000000 Penalty: 5269.398926
	Iteration 20F: 3 clusters Score -5293337 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -5293403.500000 Penalty: 5269.398926
	Iteration 21Q: 3 clusters Score -5293404 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5293490.000000 Penalty: 5269.398926
	Iteration 22Q: 3 clusters Score -5293490 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5293573.000000 Penalty: 5269.398926
	Iteration 23Q: 3 clusters Score -5293573 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -5293631.000000 Penalty: 5269.398926
	Iteration 24Q: 3 clusters Score -5293631 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5293718.000000 Penalty: 5269.398926
	Iteration 25Q: 3 clusters Score -5293718 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5293787.000000 Penalty: 5269.398926
	Iteration 26Q: 3 clusters Score -5293787 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -5293843.000000 Penalty: 5269.398926
	Iteration 27Q: 3 clusters Score -5293843 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5293923.500000 Penalty: 5269.398926
	Iteration 28Q: 3 clusters Score -5293924 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -5293970.000000 Penalty: 5269.398926
	Iteration 29Q: 3 clusters Score -5293970 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -5293998.000000 Penalty: 5269.398926
	Iteration 30Q: 3 clusters Score -5293998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -5294074.000000 Penalty: 5269.398926
	Iteration 31Q: 3 clusters Score -5294074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5294104.500000 Penalty: 5269.398926
	Iteration 32Q: 3 clusters Score -5294104 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5294151.500000 Penalty: 5269.398926
	Iteration 33Q: 3 clusters Score -5294152 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -5294175.500000 Penalty: 5269.398926
	Iteration 34Q: 3 clusters Score -5294176 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5294209.000000 Penalty: 5269.398926
	Iteration 35Q: 3 clusters Score -5294209 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5294282.000000 Penalty: 5269.398926
	Iteration 36Q: 3 clusters Score -5294282 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5294334.000000 Penalty: 5269.398926
	Iteration 37Q: 3 clusters Score -5294334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -5294394.500000 Penalty: 5269.398926
	Iteration 38Q: 3 clusters Score -5294394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -5294419.000000 Penalty: 5269.398926
	Iteration 39Q: 3 clusters Score -5294419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5294535.500000 Penalty: 5269.398926
	Iteration 40F: 3 clusters Score -5294536 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -5294658.000000 Penalty: 5269.398926
	Iteration 41Q: 3 clusters Score -5294658 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5294776.000000 Penalty: 5269.398926
	Iteration 42Q: 3 clusters Score -5294776 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -5294877.500000 Penalty: 5269.398926
	Iteration 43Q: 3 clusters Score -5294878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5294918.000000 Penalty: 5269.398926
	Iteration 44Q: 3 clusters Score -5294918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5294963.500000 Penalty: 5269.398926
	Iteration 45Q: 3 clusters Score -5294964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5294957.500000 Penalty: 5269.398926
	Iteration 46Q: 3 clusters Score -5294958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5294974.000000 Penalty: 5269.398926
	Iteration 47Q: 3 clusters Score -5294974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5294974.000000 Penalty: 5269.398926
	Iteration 48Q: 3 clusters Score -5294974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5294971.000000 Penalty: 5269.398926
	Iteration 49Q: 3 clusters Score -5294971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5294987.000000 Penalty: 5269.398926
	Iteration 50Q: 3 clusters Score -5294987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5294983.000000 Penalty: 5269.398926
	Iteration 51Q: 3 clusters Score -5294983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5294982.000000 Penalty: 5269.398926
	Iteration 52Q: 3 clusters Score -5294982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5294980.500000 Penalty: 5269.398926
	Iteration 53Q: 3 clusters Score -5294980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5294975.000000 Penalty: 5269.398926
	Iteration 54Q: 3 clusters Score -5294975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5294981.500000 Penalty: 5269.398926
	Iteration 55Q: 3 clusters Score -5294982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5294973.000000 Penalty: 5269.398926
	Iteration 56Q: 3 clusters Score -5294973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5294979.500000 Penalty: 5269.398926
	Iteration 57Q: 3 clusters Score -5294980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5294973.000000 Penalty: 5269.398926
	Iteration 58Q: 3 clusters Score -5294973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5294972.500000 Penalty: 5269.398926
	Iteration 59Q: 3 clusters Score -5294972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5294982.500000 Penalty: 5269.398926
	Iteration 60F: 3 clusters Score -5294982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5294978.500000 Penalty: 5269.398926
	Iteration 61Q: 3 clusters Score -5294978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5294976.000000 Penalty: 5269.398926
	Iteration 62Q: 3 clusters Score -5294976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5294978.500000 Penalty: 5269.398926
	Iteration 63Q: 3 clusters Score -5294978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5294981.500000 Penalty: 5269.398926
	Iteration 64Q: 3 clusters Score -5294982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5294982.000000 Penalty: 5269.398926
	Iteration 65Q: 3 clusters Score -5294982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5294981.500000 Penalty: 5269.398926
	Iteration 66Q: 3 clusters Score -5294982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5294981.500000 Penalty: 5269.398926
	Iteration 67F: 3 clusters Score -5294982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -923084.625000 Penalty: 2206.658936
	Iteration 0F: 2 clusters Score -923084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -917135.000000 Penalty: 4413.317871
	Iteration 0F: 3 clusters Score -917135 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -918788.812500 Penalty: 4413.317871
	Iteration 1F: 3 clusters Score -918788.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -919100.750000 Penalty: 4413.317871
	Iteration 2F: 3 clusters Score -919100.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -919356.937500 Penalty: 4413.317871
	Iteration 3F: 3 clusters Score -919356.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -919601.437500 Penalty: 4413.317871
	Iteration 4Q: 3 clusters Score -919601.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -919790.500000 Penalty: 4413.317871
	Iteration 5Q: 3 clusters Score -919790.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -919975.750000 Penalty: 4413.317871
	Iteration 6Q: 3 clusters Score -919975.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -920117.375000 Penalty: 4413.317871
	Iteration 7Q: 3 clusters Score -920117.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -920255.812500 Penalty: 4413.317871
	Iteration 8Q: 3 clusters Score -920255.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -920394.500000 Penalty: 4413.317871
	Iteration 9Q: 3 clusters Score -920394.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -920513.062500 Penalty: 4413.317871
	Iteration 10Q: 3 clusters Score -920513.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -920615.625000 Penalty: 4413.317871
	Iteration 11Q: 3 clusters Score -920615.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -920706.250000 Penalty: 4413.317871
	Iteration 12Q: 3 clusters Score -920706.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -920783.000000 Penalty: 4413.317871
	Iteration 13Q: 3 clusters Score -920783 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -920850.000000 Penalty: 4413.317871
	Iteration 14Q: 3 clusters Score -920850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -920890.937500 Penalty: 4413.317871
	Iteration 15Q: 3 clusters Score -920890.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -920921.125000 Penalty: 4413.317871
	Iteration 16Q: 3 clusters Score -920921.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -920946.750000 Penalty: 4413.317871
	Iteration 17Q: 3 clusters Score -920946.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -920964.187500 Penalty: 4413.317871
	Iteration 18Q: 3 clusters Score -920964.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -920988.375000 Penalty: 4413.317871
	Iteration 19Q: 3 clusters Score -920988.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -921010.375000 Penalty: 4413.317871
	Iteration 20F: 3 clusters Score -921010.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -921035.687500 Penalty: 4413.317871
	Iteration 21Q: 3 clusters Score -921035.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -921061.437500 Penalty: 4413.317871
	Iteration 22Q: 3 clusters Score -921061.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -921088.937500 Penalty: 4413.317871
	Iteration 23Q: 3 clusters Score -921088.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -921107.062500 Penalty: 4413.317871
	Iteration 24Q: 3 clusters Score -921107.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -921128.687500 Penalty: 4413.317871
	Iteration 25Q: 3 clusters Score -921128.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -921155.375000 Penalty: 4413.317871
	Iteration 26Q: 3 clusters Score -921155.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -921180.375000 Penalty: 4413.317871
	Iteration 27Q: 3 clusters Score -921180.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -921204.750000 Penalty: 4413.317871
	Iteration 28Q: 3 clusters Score -921204.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -921224.250000 Penalty: 4413.317871
	Iteration 29Q: 3 clusters Score -921224.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -921236.687500 Penalty: 4413.317871
	Iteration 30Q: 3 clusters Score -921236.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -921254.562500 Penalty: 4413.317871
	Iteration 31Q: 3 clusters Score -921254.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -921269.625000 Penalty: 4413.317871
	Iteration 32Q: 3 clusters Score -921269.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -921285.375000 Penalty: 4413.317871
	Iteration 33Q: 3 clusters Score -921285.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -921300.812500 Penalty: 4413.317871
	Iteration 34Q: 3 clusters Score -921300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -921312.187500 Penalty: 4413.317871
	Iteration 35Q: 3 clusters Score -921312.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -921321.187500 Penalty: 4413.317871
	Iteration 36Q: 3 clusters Score -921321.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -921333.000000 Penalty: 4413.317871
	Iteration 37Q: 3 clusters Score -921333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -921344.437500 Penalty: 4413.317871
	Iteration 38Q: 3 clusters Score -921344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -921354.687500 Penalty: 4413.317871
	Iteration 39Q: 3 clusters Score -921354.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -921364.750000 Penalty: 4413.317871
	Iteration 40F: 3 clusters Score -921364.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -921372.625000 Penalty: 4413.317871
	Iteration 41Q: 3 clusters Score -921372.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -921377.375000 Penalty: 4413.317871
	Iteration 42Q: 3 clusters Score -921377.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -921381.250000 Penalty: 4413.317871
	Iteration 43Q: 3 clusters Score -921381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -921385.312500 Penalty: 4413.317871
	Iteration 44Q: 3 clusters Score -921385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -921386.937500 Penalty: 4413.317871
	Iteration 45Q: 3 clusters Score -921386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -921386.562500 Penalty: 4413.317871
	Iteration 46Q: 3 clusters Score -921386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -921388.625000 Penalty: 4413.317871
	Iteration 47Q: 3 clusters Score -921388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -921390.187500 Penalty: 4413.317871
	Iteration 48Q: 3 clusters Score -921390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -921400.312500 Penalty: 4413.317871
	Iteration 49Q: 3 clusters Score -921400.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -921406.437500 Penalty: 4413.317871
	Iteration 50Q: 3 clusters Score -921406.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -921411.375000 Penalty: 4413.317871
	Iteration 51Q: 3 clusters Score -921411.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -921416.875000 Penalty: 4413.317871
	Iteration 52Q: 3 clusters Score -921416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -921417.812500 Penalty: 4413.317871
	Iteration 53Q: 3 clusters Score -921417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -921421.500000 Penalty: 4413.317871
	Iteration 54Q: 3 clusters Score -921421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -921422.062500 Penalty: 4413.317871
	Iteration 55Q: 3 clusters Score -921422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -921422.750000 Penalty: 4413.317871
	Iteration 56Q: 3 clusters Score -921422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -921422.062500 Penalty: 4413.317871
	Iteration 57Q: 3 clusters Score -921422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -921424.312500 Penalty: 4413.317871
	Iteration 58Q: 3 clusters Score -921424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -921422.687500 Penalty: 4413.317871
	Iteration 59Q: 3 clusters Score -921422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -921425.812500 Penalty: 4413.317871
	Iteration 60F: 3 clusters Score -921425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -921427.000000 Penalty: 4413.317871
	Iteration 61Q: 3 clusters Score -921427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -921426.750000 Penalty: 4413.317871
	Iteration 62Q: 3 clusters Score -921426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -921427.062500 Penalty: 4413.317871
	Iteration 63Q: 3 clusters Score -921427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -921427.062500 Penalty: 4413.317871
	Iteration 64F: 3 clusters Score -921427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Entering Unmasked Estep 
Score: -21209980.000000 Penalty: 2974.646729
	Iteration 0F: 2 clusters Score -2.120998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -21101470.000000 Penalty: 5949.293457
	Iteration 0F: 3 clusters Score -2.110147e+07 nChanged 77488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -21146360.000000 Penalty: 5949.293457
	Iteration 1F: 3 clusters Score -2.114636e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -21147548.000000 Penalty: 5949.293457
	Iteration 2Q: 3 clusters Score -2.114755e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -21149342.000000 Penalty: 5949.293457
	Iteration 3Q: 3 clusters Score -2.114934e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -21152020.000000 Penalty: 5949.293457
	Iteration 4Q: 3 clusters Score -2.115202e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 103369 members 
Entering Unmasked Estep 
Score: -21156346.000000 Penalty: 5949.293457
	Iteration 5F: 3 clusters Score -2.115635e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -21163476.000000 Penalty: 5949.293457
	Iteration 6F: 3 clusters Score -2.116348e+07 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 126590 members 
Entering Unmasked Estep 
Score: -21173934.000000 Penalty: 5949.293457
	Iteration 7F: 3 clusters Score -2.117393e+07 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -21186286.000000 Penalty: 5949.293457
	Iteration 8F: 3 clusters Score -2.118629e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 150547 members 
Entering Unmasked Estep 
Score: -21196588.000000 Penalty: 5949.293457
	Iteration 9F: 3 clusters Score -2.119659e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 157107 members 
Entering Unmasked Estep 
Score: -21202892.000000 Penalty: 5949.293457
	Iteration 10Q: 3 clusters Score -2.120289e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 160112 members 
Entering Unmasked Estep 
Score: -21205664.000000 Penalty: 5949.293457
	Iteration 11Q: 3 clusters Score -2.120566e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -21206706.000000 Penalty: 5949.293457
	Iteration 12Q: 3 clusters Score -2.120671e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -21207070.000000 Penalty: 5949.293457
	Iteration 13Q: 3 clusters Score -2.120707e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 161584 members 
Entering Unmasked Estep 
Score: -21207156.000000 Penalty: 5949.293457
	Iteration 14Q: 3 clusters Score -2.120716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 161622 members 
Entering Unmasked Estep 
Score: -21207222.000000 Penalty: 5949.293457
	Iteration 15Q: 3 clusters Score -2.120722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -21207246.000000 Penalty: 5949.293457
	Iteration 16Q: 3 clusters Score -2.120725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -21207270.000000 Penalty: 5949.293457
	Iteration 17Q: 3 clusters Score -2.120727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -21207292.000000 Penalty: 5949.293457
	Iteration 18Q: 3 clusters Score -2.120729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 161648 members 
Entering Unmasked Estep 
Score: -21207286.000000 Penalty: 5949.293457
	Iteration 19Q: 3 clusters Score -2.120729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161649 members 
Entering Unmasked Estep 
Score: -21207296.000000 Penalty: 5949.293457
	Iteration 20F: 3 clusters Score -2.12073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -761332.500000 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -761332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -756279.187500 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -756279.2 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -757613.437500 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -757613.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -757981.937500 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -757981.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -758324.500000 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -758324.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -758621.312500 Penalty: 4307.463379
	Iteration 4F: 3 clusters Score -758621.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -758882.625000 Penalty: 4307.463379
	Iteration 5F: 3 clusters Score -758882.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -759144.562500 Penalty: 4307.463379
	Iteration 6F: 3 clusters Score -759144.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -759356.812500 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -759356.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -759500.500000 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -759500.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -759590.750000 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -759590.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -759655.000000 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -759655 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -759724.375000 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -759724.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -759774.687500 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -759774.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -759813.937500 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -759813.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -759855.187500 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -759855.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -759908.125000 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -759908.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -759981.125000 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -759981.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -760065.812500 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -760065.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -760152.812500 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -760152.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -760237.812500 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -760237.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -760309.187500 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -760309.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -760369.500000 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -760369.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -760409.875000 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -760409.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -760439.187500 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -760439.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -760457.875000 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -760457.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -760470.812500 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -760470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -760484.875000 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -760484.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -760500.812500 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -760500.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -760512.125000 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -760512.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -760519.375000 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -760519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -760522.125000 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -760522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -760525.375000 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -760525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -760527.687500 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -760527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -760529.125000 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -760529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -760529.562500 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -760529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -760529.875000 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -760529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -760531.000000 Penalty: 4307.463379
	Iteration 36Q: 3 clusters Score -760531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -760530.562500 Penalty: 4307.463379
	Iteration 37Q: 3 clusters Score -760530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -760531.000000 Penalty: 4307.463379
	Iteration 38Q: 3 clusters Score -760531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -760531.000000 Penalty: 4307.463379
	Iteration 39F: 3 clusters Score -760531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -877675.250000 Penalty: 2187.789551
	Iteration 0F: 2 clusters Score -877675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -872056.937500 Penalty: 4375.579102
	Iteration 0F: 3 clusters Score -872056.9 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -873581.500000 Penalty: 4375.579102
	Iteration 1F: 3 clusters Score -873581.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -873844.812500 Penalty: 4375.579102
	Iteration 2F: 3 clusters Score -873844.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -874035.750000 Penalty: 4375.579102
	Iteration 3F: 3 clusters Score -874035.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -874204.625000 Penalty: 4375.579102
	Iteration 4Q: 3 clusters Score -874204.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -874326.687500 Penalty: 4375.579102
	Iteration 5Q: 3 clusters Score -874326.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -874425.312500 Penalty: 4375.579102
	Iteration 6Q: 3 clusters Score -874425.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -874509.062500 Penalty: 4375.579102
	Iteration 7Q: 3 clusters Score -874509.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -874579.125000 Penalty: 4375.579102
	Iteration 8Q: 3 clusters Score -874579.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -874637.687500 Penalty: 4375.579102
	Iteration 9Q: 3 clusters Score -874637.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -874690.250000 Penalty: 4375.579102
	Iteration 10Q: 3 clusters Score -874690.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -874750.687500 Penalty: 4375.579102
	Iteration 11Q: 3 clusters Score -874750.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -874807.125000 Penalty: 4375.579102
	Iteration 12Q: 3 clusters Score -874807.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -874865.812500 Penalty: 4375.579102
	Iteration 13Q: 3 clusters Score -874865.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -874931.062500 Penalty: 4375.579102
	Iteration 14Q: 3 clusters Score -874931.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -875003.437500 Penalty: 4375.579102
	Iteration 15Q: 3 clusters Score -875003.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -875078.500000 Penalty: 4375.579102
	Iteration 16Q: 3 clusters Score -875078.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -875154.875000 Penalty: 4375.579102
	Iteration 17Q: 3 clusters Score -875154.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -875237.625000 Penalty: 4375.579102
	Iteration 18Q: 3 clusters Score -875237.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -875315.687500 Penalty: 4375.579102
	Iteration 19Q: 3 clusters Score -875315.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -875388.375000 Penalty: 4375.579102
	Iteration 20F: 3 clusters Score -875388.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -875446.250000 Penalty: 4375.579102
	Iteration 21Q: 3 clusters Score -875446.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -875492.187500 Penalty: 4375.579102
	Iteration 22Q: 3 clusters Score -875492.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -875540.437500 Penalty: 4375.579102
	Iteration 23Q: 3 clusters Score -875540.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -875590.812500 Penalty: 4375.579102
	Iteration 24Q: 3 clusters Score -875590.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -875649.375000 Penalty: 4375.579102
	Iteration 25Q: 3 clusters Score -875649.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -875691.625000 Penalty: 4375.579102
	Iteration 26Q: 3 clusters Score -875691.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -875734.750000 Penalty: 4375.579102
	Iteration 27Q: 3 clusters Score -875734.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -875772.937500 Penalty: 4375.579102
	Iteration 28Q: 3 clusters Score -875772.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -875816.937500 Penalty: 4375.579102
	Iteration 29Q: 3 clusters Score -875816.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -875854.750000 Penalty: 4375.579102
	Iteration 30Q: 3 clusters Score -875854.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -875887.125000 Penalty: 4375.579102
	Iteration 31Q: 3 clusters Score -875887.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -875922.312500 Penalty: 4375.579102
	Iteration 32Q: 3 clusters Score -875922.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -875960.875000 Penalty: 4375.579102
	Iteration 33Q: 3 clusters Score -875960.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -876004.250000 Penalty: 4375.579102
	Iteration 34Q: 3 clusters Score -876004.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -876042.125000 Penalty: 4375.579102
	Iteration 35Q: 3 clusters Score -876042.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -876070.437500 Penalty: 4375.579102
	Iteration 36Q: 3 clusters Score -876070.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -876098.250000 Penalty: 4375.579102
	Iteration 37Q: 3 clusters Score -876098.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -876124.312500 Penalty: 4375.579102
	Iteration 38Q: 3 clusters Score -876124.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -876143.375000 Penalty: 4375.579102
	Iteration 39Q: 3 clusters Score -876143.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -876150.062500 Penalty: 4375.579102
	Iteration 40F: 3 clusters Score -876150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -876153.937500 Penalty: 4375.579102
	Iteration 41Q: 3 clusters Score -876153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -876157.875000 Penalty: 4375.579102
	Iteration 42Q: 3 clusters Score -876157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -876160.000000 Penalty: 4375.579102
	Iteration 43Q: 3 clusters Score -876160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -876161.687500 Penalty: 4375.579102
	Iteration 44Q: 3 clusters Score -876161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -876162.437500 Penalty: 4375.579102
	Iteration 45Q: 3 clusters Score -876162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -876163.687500 Penalty: 4375.579102
	Iteration 46Q: 3 clusters Score -876163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -876163.125000 Penalty: 4375.579102
	Iteration 47Q: 3 clusters Score -876163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -876164.687500 Penalty: 4375.579102
	Iteration 48Q: 3 clusters Score -876164.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -876164.812500 Penalty: 4375.579102
	Iteration 49Q: 3 clusters Score -876164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -876166.312500 Penalty: 4375.579102
	Iteration 50Q: 3 clusters Score -876166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -876168.062500 Penalty: 4375.579102
	Iteration 51Q: 3 clusters Score -876168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -876167.750000 Penalty: 4375.579102
	Iteration 52Q: 3 clusters Score -876167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -876167.750000 Penalty: 4375.579102
	Iteration 53F: 3 clusters Score -876167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Entering Unmasked Estep 
Score: -6871677.000000 Penalty: 2692.559326
	Iteration 0F: 2 clusters Score -6871677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -6836821.500000 Penalty: 5385.118652
	Iteration 0F: 3 clusters Score -6836822 nChanged 23931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -6850194.500000 Penalty: 5385.118652
	Iteration 1F: 3 clusters Score -6850194 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -6850982.000000 Penalty: 5385.118652
	Iteration 2Q: 3 clusters Score -6850982 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -6851955.000000 Penalty: 5385.118652
	Iteration 3Q: 3 clusters Score -6851955 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6853122.500000 Penalty: 5385.118652
	Iteration 4Q: 3 clusters Score -6853122 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6854523.500000 Penalty: 5385.118652
	Iteration 5F: 3 clusters Score -6854524 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -6855875.000000 Penalty: 5385.118652
	Iteration 6F: 3 clusters Score -6855875 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -6857149.000000 Penalty: 5385.118652
	Iteration 7F: 3 clusters Score -6857149 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6858333.000000 Penalty: 5385.118652
	Iteration 8Q: 3 clusters Score -6858333 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -6859150.000000 Penalty: 5385.118652
	Iteration 9Q: 3 clusters Score -6859150 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6859780.500000 Penalty: 5385.118652
	Iteration 10Q: 3 clusters Score -6859780 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -6860188.500000 Penalty: 5385.118652
	Iteration 11Q: 3 clusters Score -6860188 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -6860546.500000 Penalty: 5385.118652
	Iteration 12Q: 3 clusters Score -6860546 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -6861042.000000 Penalty: 5385.118652
	Iteration 13Q: 3 clusters Score -6861042 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -6861572.000000 Penalty: 5385.118652
	Iteration 14Q: 3 clusters Score -6861572 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -6862219.000000 Penalty: 5385.118652
	Iteration 15Q: 3 clusters Score -6862219 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -6862999.000000 Penalty: 5385.118652
	Iteration 16Q: 3 clusters Score -6862999 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6863921.500000 Penalty: 5385.118652
	Iteration 17Q: 3 clusters Score -6863922 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6864904.500000 Penalty: 5385.118652
	Iteration 18Q: 3 clusters Score -6864904 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6865683.000000 Penalty: 5385.118652
	Iteration 19Q: 3 clusters Score -6865683 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -6866184.000000 Penalty: 5385.118652
	Iteration 20F: 3 clusters Score -6866184 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -6866424.500000 Penalty: 5385.118652
	Iteration 21Q: 3 clusters Score -6866424 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6866594.000000 Penalty: 5385.118652
	Iteration 22Q: 3 clusters Score -6866594 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -6866653.000000 Penalty: 5385.118652
	Iteration 23Q: 3 clusters Score -6866653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6866701.500000 Penalty: 5385.118652
	Iteration 24Q: 3 clusters Score -6866702 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -6866718.000000 Penalty: 5385.118652
	Iteration 25Q: 3 clusters Score -6866718 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6866754.500000 Penalty: 5385.118652
	Iteration 26Q: 3 clusters Score -6866754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6866770.000000 Penalty: 5385.118652
	Iteration 27Q: 3 clusters Score -6866770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6866786.500000 Penalty: 5385.118652
	Iteration 28Q: 3 clusters Score -6866786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -6866774.000000 Penalty: 5385.118652
	Iteration 29Q: 3 clusters Score -6866774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -6866769.000000 Penalty: 5385.118652
	Iteration 30Q: 3 clusters Score -6866769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6866747.500000 Penalty: 5385.118652
	Iteration 31Q: 3 clusters Score -6866748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6866767.000000 Penalty: 5385.118652
	Iteration 32Q: 3 clusters Score -6866767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6866769.000000 Penalty: 5385.118652
	Iteration 33Q: 3 clusters Score -6866769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6866790.000000 Penalty: 5385.118652
	Iteration 34Q: 3 clusters Score -6866790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -6866784.000000 Penalty: 5385.118652
	Iteration 35Q: 3 clusters Score -6866784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6866784.500000 Penalty: 5385.118652
	Iteration 36Q: 3 clusters Score -6866784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -6866789.000000 Penalty: 5385.118652
	Iteration 37Q: 3 clusters Score -6866789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6866786.000000 Penalty: 5385.118652
	Iteration 38Q: 3 clusters Score -6866786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -6866783.000000 Penalty: 5385.118652
	Iteration 39Q: 3 clusters Score -6866783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -6866778.500000 Penalty: 5385.118652
	Iteration 40F: 3 clusters Score -6866778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -6866772.500000 Penalty: 5385.118652
	Iteration 41Q: 3 clusters Score -6866772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6866779.500000 Penalty: 5385.118652
	Iteration 42Q: 3 clusters Score -6866780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -6866772.500000 Penalty: 5385.118652
	Iteration 43Q: 3 clusters Score -6866772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6866788.000000 Penalty: 5385.118652
	Iteration 44Q: 3 clusters Score -6866788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -6866791.000000 Penalty: 5385.118652
	Iteration 45Q: 3 clusters Score -6866791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6866783.000000 Penalty: 5385.118652
	Iteration 46Q: 3 clusters Score -6866783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6866786.500000 Penalty: 5385.118652
	Iteration 47Q: 3 clusters Score -6866786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6866787.500000 Penalty: 5385.118652
	Iteration 48Q: 3 clusters Score -6866788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -6866780.500000 Penalty: 5385.118652
	Iteration 49Q: 3 clusters Score -6866780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6866777.000000 Penalty: 5385.118652
	Iteration 50Q: 3 clusters Score -6866777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6866775.500000 Penalty: 5385.118652
	Iteration 51Q: 3 clusters Score -6866776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -6866779.500000 Penalty: 5385.118652
	Iteration 52Q: 3 clusters Score -6866780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -6866778.000000 Penalty: 5385.118652
	Iteration 53Q: 3 clusters Score -6866778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -6866779.500000 Penalty: 5385.118652
	Iteration 54Q: 3 clusters Score -6866780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -6866774.500000 Penalty: 5385.118652
	Iteration 55Q: 3 clusters Score -6866774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6866781.500000 Penalty: 5385.118652
	Iteration 56Q: 3 clusters Score -6866782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6866781.000000 Penalty: 5385.118652
	Iteration 57Q: 3 clusters Score -6866781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -6866784.000000 Penalty: 5385.118652
	Iteration 58Q: 3 clusters Score -6866784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -6866777.000000 Penalty: 5385.118652
	Iteration 59Q: 3 clusters Score -6866777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -6866779.500000 Penalty: 5385.118652
	Iteration 60F: 3 clusters Score -6866780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6866776.000000 Penalty: 5385.118652
	Iteration 61Q: 3 clusters Score -6866776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6866776.000000 Penalty: 5385.118652
	Iteration 62Q: 3 clusters Score -6866776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6866778.500000 Penalty: 5385.118652
	Iteration 63Q: 3 clusters Score -6866778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6866776.500000 Penalty: 5385.118652
	Iteration 64Q: 3 clusters Score -6866776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6866779.000000 Penalty: 5385.118652
	Iteration 65Q: 3 clusters Score -6866779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6866783.000000 Penalty: 5385.118652
	Iteration 66Q: 3 clusters Score -6866783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6866782.000000 Penalty: 5385.118652
	Iteration 67Q: 3 clusters Score -6866782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6866782.000000 Penalty: 5385.118652
	Iteration 68F: 3 clusters Score -6866782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -152781.375000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -152781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -150616.812500 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -150616.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151166.312500 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -151166.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151421.718750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -151421.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151553.828125 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -151553.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -151656.812500 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -151656.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -151758.234375 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -151758.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -151829.359375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -151829.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151867.421875 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -151867.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151892.500000 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -151892.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151944.078125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -151944.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -151980.531250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -151980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152024.109375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -152024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152045.140625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -152045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152061.734375 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -152061.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152082.625000 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -152082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152105.562500 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -152105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152118.859375 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -152118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -152128.578125 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -152128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152141.843750 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -152141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152148.500000 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -152148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152152.125000 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -152152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152153.218750 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -152153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152153.218750 Penalty: 3576.565918
	Iteration 22F: 3 clusters Score -152153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Entering Unmasked Estep 
Score: -1762144.500000 Penalty: 2375.747070
	Iteration 0F: 2 clusters Score -1762144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1751654.875000 Penalty: 4751.494141
	Iteration 0F: 3 clusters Score -1751655 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1754982.375000 Penalty: 4751.494141
	Iteration 1F: 3 clusters Score -1754982 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1755646.125000 Penalty: 4751.494141
	Iteration 2F: 3 clusters Score -1755646 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1756404.000000 Penalty: 4751.494141
	Iteration 3F: 3 clusters Score -1756404 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1757244.750000 Penalty: 4751.494141
	Iteration 4F: 3 clusters Score -1757245 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1758085.125000 Penalty: 4751.494141
	Iteration 5F: 3 clusters Score -1758085 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1758812.250000 Penalty: 4751.494141
	Iteration 6F: 3 clusters Score -1758812 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1759368.625000 Penalty: 4751.494141
	Iteration 7F: 3 clusters Score -1759369 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1759766.750000 Penalty: 4751.494141
	Iteration 8Q: 3 clusters Score -1759767 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1760042.625000 Penalty: 4751.494141
	Iteration 9Q: 3 clusters Score -1760043 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1760208.875000 Penalty: 4751.494141
	Iteration 10Q: 3 clusters Score -1760209 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1760333.000000 Penalty: 4751.494141
	Iteration 11Q: 3 clusters Score -1760333 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1760415.750000 Penalty: 4751.494141
	Iteration 12Q: 3 clusters Score -1760416 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1760487.625000 Penalty: 4751.494141
	Iteration 13Q: 3 clusters Score -1760488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1760545.000000 Penalty: 4751.494141
	Iteration 14Q: 3 clusters Score -1760545 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1760588.625000 Penalty: 4751.494141
	Iteration 15Q: 3 clusters Score -1760589 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1760618.750000 Penalty: 4751.494141
	Iteration 16Q: 3 clusters Score -1760619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1760642.500000 Penalty: 4751.494141
	Iteration 17Q: 3 clusters Score -1760642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1760657.375000 Penalty: 4751.494141
	Iteration 18Q: 3 clusters Score -1760657 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1760682.125000 Penalty: 4751.494141
	Iteration 19Q: 3 clusters Score -1760682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1760698.125000 Penalty: 4751.494141
	Iteration 20F: 3 clusters Score -1760698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1760717.875000 Penalty: 4751.494141
	Iteration 21Q: 3 clusters Score -1760718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1760735.875000 Penalty: 4751.494141
	Iteration 22Q: 3 clusters Score -1760736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1760745.500000 Penalty: 4751.494141
	Iteration 23Q: 3 clusters Score -1760746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1760755.500000 Penalty: 4751.494141
	Iteration 24Q: 3 clusters Score -1760756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1760769.000000 Penalty: 4751.494141
	Iteration 25Q: 3 clusters Score -1760769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1760773.125000 Penalty: 4751.494141
	Iteration 26Q: 3 clusters Score -1760773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1760781.750000 Penalty: 4751.494141
	Iteration 27Q: 3 clusters Score -1760782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1760790.500000 Penalty: 4751.494141
	Iteration 28Q: 3 clusters Score -1760790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1760803.625000 Penalty: 4751.494141
	Iteration 29Q: 3 clusters Score -1760804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1760807.125000 Penalty: 4751.494141
	Iteration 30Q: 3 clusters Score -1760807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1760817.375000 Penalty: 4751.494141
	Iteration 31Q: 3 clusters Score -1760817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1760834.250000 Penalty: 4751.494141
	Iteration 32Q: 3 clusters Score -1760834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1760842.125000 Penalty: 4751.494141
	Iteration 33Q: 3 clusters Score -1760842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1760845.250000 Penalty: 4751.494141
	Iteration 34Q: 3 clusters Score -1760845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1760849.000000 Penalty: 4751.494141
	Iteration 35Q: 3 clusters Score -1760849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1760854.250000 Penalty: 4751.494141
	Iteration 36Q: 3 clusters Score -1760854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1760859.000000 Penalty: 4751.494141
	Iteration 37Q: 3 clusters Score -1760859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1760863.250000 Penalty: 4751.494141
	Iteration 38Q: 3 clusters Score -1760863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1760870.125000 Penalty: 4751.494141
	Iteration 39Q: 3 clusters Score -1760870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1760875.375000 Penalty: 4751.494141
	Iteration 40F: 3 clusters Score -1760875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1760877.625000 Penalty: 4751.494141
	Iteration 41Q: 3 clusters Score -1760878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1760883.000000 Penalty: 4751.494141
	Iteration 42Q: 3 clusters Score -1760883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1760885.625000 Penalty: 4751.494141
	Iteration 43Q: 3 clusters Score -1760886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1760889.000000 Penalty: 4751.494141
	Iteration 44Q: 3 clusters Score -1760889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1760891.125000 Penalty: 4751.494141
	Iteration 45Q: 3 clusters Score -1760891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1760896.750000 Penalty: 4751.494141
	Iteration 46Q: 3 clusters Score -1760897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1760898.000000 Penalty: 4751.494141
	Iteration 47Q: 3 clusters Score -1760898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1760898.500000 Penalty: 4751.494141
	Iteration 48Q: 3 clusters Score -1760898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1760896.500000 Penalty: 4751.494141
	Iteration 49Q: 3 clusters Score -1760896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1760898.000000 Penalty: 4751.494141
	Iteration 50Q: 3 clusters Score -1760898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1760897.750000 Penalty: 4751.494141
	Iteration 51Q: 3 clusters Score -1760898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1760897.750000 Penalty: 4751.494141
	Iteration 52Q: 3 clusters Score -1760898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1760900.125000 Penalty: 4751.494141
	Iteration 53Q: 3 clusters Score -1760900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1760901.250000 Penalty: 4751.494141
	Iteration 54Q: 3 clusters Score -1760901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1760899.250000 Penalty: 4751.494141
	Iteration 55Q: 3 clusters Score -1760899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1760899.250000 Penalty: 4751.494141
	Iteration 56F: 3 clusters Score -1760899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -829691.375000 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -829691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -824140.750000 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -824140.8 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -825918.687500 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -825918.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -826460.812500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -826460.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -826898.187500 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -826898.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -827322.562500 Penalty: 4375.139648
	Iteration 4F: 3 clusters Score -827322.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -827763.500000 Penalty: 4375.139648
	Iteration 5F: 3 clusters Score -827763.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -828149.750000 Penalty: 4375.139648
	Iteration 6F: 3 clusters Score -828149.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -828465.375000 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -828465.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -828694.750000 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -828694.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -828840.875000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -828840.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -828932.812500 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -828932.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -828997.125000 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -828997.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -829044.625000 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -829044.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -829068.125000 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -829068.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -829082.687500 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -829082.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -829088.625000 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -829088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -829094.937500 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -829094.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -829096.500000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -829096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -829103.875000 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -829103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -829105.875000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -829105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -829106.687500 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -829106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -829106.000000 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -829106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -829108.812500 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -829108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -829109.187500 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -829109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -829110.375000 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -829110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -829109.812500 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -829109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -829109.812500 Penalty: 4375.139648
	Iteration 26F: 3 clusters Score -829109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Entering Unmasked Estep 
Score: -11760063.000000 Penalty: 2828.419434
	Iteration 0F: 2 clusters Score -1.176006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -11699799.000000 Penalty: 5656.838867
	Iteration 0F: 3 clusters Score -1.16998e+07 nChanged 42253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -11723798.000000 Penalty: 5656.838867
	Iteration 1F: 3 clusters Score -1.17238e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -11724704.000000 Penalty: 5656.838867
	Iteration 2Q: 3 clusters Score -1.17247e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -11725582.000000 Penalty: 5656.838867
	Iteration 3Q: 3 clusters Score -1.172558e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -11726584.000000 Penalty: 5656.838867
	Iteration 4Q: 3 clusters Score -1.172658e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -11727847.000000 Penalty: 5656.838867
	Iteration 5Q: 3 clusters Score -1.172785e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -11729607.000000 Penalty: 5656.838867
	Iteration 6Q: 3 clusters Score -1.172961e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -11731746.000000 Penalty: 5656.838867
	Iteration 7Q: 3 clusters Score -1.173175e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -11734144.000000 Penalty: 5656.838867
	Iteration 8F: 3 clusters Score -1.173414e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -11736532.000000 Penalty: 5656.838867
	Iteration 9F: 3 clusters Score -1.173653e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -11738800.000000 Penalty: 5656.838867
	Iteration 10Q: 3 clusters Score -1.17388e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -11740663.000000 Penalty: 5656.838867
	Iteration 11Q: 3 clusters Score -1.174066e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -11742417.000000 Penalty: 5656.838867
	Iteration 12Q: 3 clusters Score -1.174242e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -11744090.000000 Penalty: 5656.838867
	Iteration 13Q: 3 clusters Score -1.174409e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -11745814.000000 Penalty: 5656.838867
	Iteration 14Q: 3 clusters Score -1.174581e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -11747308.000000 Penalty: 5656.838867
	Iteration 15Q: 3 clusters Score -1.174731e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -11748832.000000 Penalty: 5656.838867
	Iteration 16Q: 3 clusters Score -1.174883e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -11750242.000000 Penalty: 5656.838867
	Iteration 17Q: 3 clusters Score -1.175024e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -11751485.000000 Penalty: 5656.838867
	Iteration 18Q: 3 clusters Score -1.175148e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -11752611.000000 Penalty: 5656.838867
	Iteration 19Q: 3 clusters Score -1.175261e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -11753750.000000 Penalty: 5656.838867
	Iteration 20F: 3 clusters Score -1.175375e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -11754611.000000 Penalty: 5656.838867
	Iteration 21Q: 3 clusters Score -1.175461e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -11755398.000000 Penalty: 5656.838867
	Iteration 22Q: 3 clusters Score -1.17554e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -11756029.000000 Penalty: 5656.838867
	Iteration 23Q: 3 clusters Score -1.175603e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -11756472.000000 Penalty: 5656.838867
	Iteration 24Q: 3 clusters Score -1.175647e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -11756918.000000 Penalty: 5656.838867
	Iteration 25Q: 3 clusters Score -1.175692e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -11757169.000000 Penalty: 5656.838867
	Iteration 26Q: 3 clusters Score -1.175717e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -11757387.000000 Penalty: 5656.838867
	Iteration 27Q: 3 clusters Score -1.175739e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -11757539.000000 Penalty: 5656.838867
	Iteration 28Q: 3 clusters Score -1.175754e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -11757648.000000 Penalty: 5656.838867
	Iteration 29Q: 3 clusters Score -1.175765e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -11757727.000000 Penalty: 5656.838867
	Iteration 30Q: 3 clusters Score -1.175773e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -11757799.000000 Penalty: 5656.838867
	Iteration 31Q: 3 clusters Score -1.17578e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -11757862.000000 Penalty: 5656.838867
	Iteration 32Q: 3 clusters Score -1.175786e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -11757895.000000 Penalty: 5656.838867
	Iteration 33Q: 3 clusters Score -1.17579e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -11757900.000000 Penalty: 5656.838867
	Iteration 34Q: 3 clusters Score -1.17579e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -11757934.000000 Penalty: 5656.838867
	Iteration 35Q: 3 clusters Score -1.175793e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -11757952.000000 Penalty: 5656.838867
	Iteration 36Q: 3 clusters Score -1.175795e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -11757964.000000 Penalty: 5656.838867
	Iteration 37Q: 3 clusters Score -1.175796e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -11757982.000000 Penalty: 5656.838867
	Iteration 38Q: 3 clusters Score -1.175798e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -11757988.000000 Penalty: 5656.838867
	Iteration 39Q: 3 clusters Score -1.175799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -11757993.000000 Penalty: 5656.838867
	Iteration 40F: 3 clusters Score -1.175799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -11758020.000000 Penalty: 5656.838867
	Iteration 41Q: 3 clusters Score -1.175802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11758008.000000 Penalty: 5656.838867
	Iteration 42Q: 3 clusters Score -1.175801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -11758017.000000 Penalty: 5656.838867
	Iteration 43Q: 3 clusters Score -1.175802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -11758039.000000 Penalty: 5656.838867
	Iteration 44Q: 3 clusters Score -1.175804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 87438 members 
Entering Unmasked Estep 
Score: -11758034.000000 Penalty: 5656.838867
	Iteration 45Q: 3 clusters Score -1.175803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -11758046.000000 Penalty: 5656.838867
	Iteration 46Q: 3 clusters Score -1.175805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -11758042.000000 Penalty: 5656.838867
	Iteration 47Q: 3 clusters Score -1.175804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -11758037.000000 Penalty: 5656.838867
	Iteration 48Q: 3 clusters Score -1.175804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -11758042.000000 Penalty: 5656.838867
	Iteration 49Q: 3 clusters Score -1.175804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -11758043.000000 Penalty: 5656.838867
	Iteration 50Q: 3 clusters Score -1.175804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 87466 members 
Entering Unmasked Estep 
Score: -11758046.000000 Penalty: 5656.838867
	Iteration 51Q: 3 clusters Score -1.175805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -11758047.000000 Penalty: 5656.838867
	Iteration 52Q: 3 clusters Score -1.175805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -11758050.000000 Penalty: 5656.838867
	Iteration 53Q: 3 clusters Score -1.175805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -11758062.000000 Penalty: 5656.838867
	Iteration 54Q: 3 clusters Score -1.175806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -11758063.000000 Penalty: 5656.838867
	Iteration 55Q: 3 clusters Score -1.175806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -11758059.000000 Penalty: 5656.838867
	Iteration 56Q: 3 clusters Score -1.175806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -11758064.000000 Penalty: 5656.838867
	Iteration 57Q: 3 clusters Score -1.175806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -11758063.000000 Penalty: 5656.838867
	Iteration 58Q: 3 clusters Score -1.175806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -11758054.000000 Penalty: 5656.838867
	Iteration 59Q: 3 clusters Score -1.175805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -11758060.000000 Penalty: 5656.838867
	Iteration 60F: 3 clusters Score -1.175806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -11758068.000000 Penalty: 5656.838867
	Iteration 61Q: 3 clusters Score -1.175807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -11758081.000000 Penalty: 5656.838867
	Iteration 62Q: 3 clusters Score -1.175808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -11758073.000000 Penalty: 5656.838867
	Iteration 63Q: 3 clusters Score -1.175807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -11758087.000000 Penalty: 5656.838867
	Iteration 64Q: 3 clusters Score -1.175809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -11758086.000000 Penalty: 5656.838867
	Iteration 65Q: 3 clusters Score -1.175809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -11758081.000000 Penalty: 5656.838867
	Iteration 66Q: 3 clusters Score -1.175808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -11758082.000000 Penalty: 5656.838867
	Iteration 67Q: 3 clusters Score -1.175808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -11758086.000000 Penalty: 5656.838867
	Iteration 68Q: 3 clusters Score -1.175809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -11758084.000000 Penalty: 5656.838867
	Iteration 69Q: 3 clusters Score -1.175808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -11758085.000000 Penalty: 5656.838867
	Iteration 70Q: 3 clusters Score -1.175808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -11758081.000000 Penalty: 5656.838867
	Iteration 71Q: 3 clusters Score -1.175808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -11758084.000000 Penalty: 5656.838867
	Iteration 72Q: 3 clusters Score -1.175808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -11758085.000000 Penalty: 5656.838867
	Iteration 73Q: 3 clusters Score -1.175808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -11758084.000000 Penalty: 5656.838867
	Iteration 74Q: 3 clusters Score -1.175808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -11758087.000000 Penalty: 5656.838867
	Iteration 75Q: 3 clusters Score -1.175809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -11758084.000000 Penalty: 5656.838867
	Iteration 76Q: 3 clusters Score -1.175808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -11758084.000000 Penalty: 5656.838867
	Iteration 77F: 3 clusters Score -1.175808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -1490911.750000 Penalty: 2316.985596
	Iteration 0F: 2 clusters Score -1490912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1482385.750000 Penalty: 4633.971191
	Iteration 0F: 3 clusters Score -1482386 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1484763.125000 Penalty: 4633.971191
	Iteration 1F: 3 clusters Score -1484763 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1485079.000000 Penalty: 4633.971191
	Iteration 2F: 3 clusters Score -1485079 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1485335.375000 Penalty: 4633.971191
	Iteration 3F: 3 clusters Score -1485335 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1485522.500000 Penalty: 4633.971191
	Iteration 4Q: 3 clusters Score -1485522 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1485685.000000 Penalty: 4633.971191
	Iteration 5Q: 3 clusters Score -1485685 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1485809.375000 Penalty: 4633.971191
	Iteration 6Q: 3 clusters Score -1485809 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1485940.500000 Penalty: 4633.971191
	Iteration 7Q: 3 clusters Score -1485940 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1486029.500000 Penalty: 4633.971191
	Iteration 8Q: 3 clusters Score -1486030 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1486116.250000 Penalty: 4633.971191
	Iteration 9Q: 3 clusters Score -1486116 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1486206.750000 Penalty: 4633.971191
	Iteration 10Q: 3 clusters Score -1486207 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1486307.875000 Penalty: 4633.971191
	Iteration 11Q: 3 clusters Score -1486308 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1486423.250000 Penalty: 4633.971191
	Iteration 12Q: 3 clusters Score -1486423 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1486553.125000 Penalty: 4633.971191
	Iteration 13Q: 3 clusters Score -1486553 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1486736.625000 Penalty: 4633.971191
	Iteration 14Q: 3 clusters Score -1486737 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1486963.750000 Penalty: 4633.971191
	Iteration 15Q: 3 clusters Score -1486964 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1487260.250000 Penalty: 4633.971191
	Iteration 16Q: 3 clusters Score -1487260 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1487685.000000 Penalty: 4633.971191
	Iteration 17Q: 3 clusters Score -1487685 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1488249.500000 Penalty: 4633.971191
	Iteration 18F: 3 clusters Score -1488250 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1488783.625000 Penalty: 4633.971191
	Iteration 19F: 3 clusters Score -1488784 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1489248.250000 Penalty: 4633.971191
	Iteration 20F: 3 clusters Score -1489248 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1489557.125000 Penalty: 4633.971191
	Iteration 21Q: 3 clusters Score -1489557 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1489761.750000 Penalty: 4633.971191
	Iteration 22Q: 3 clusters Score -1489762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1489885.750000 Penalty: 4633.971191
	Iteration 23Q: 3 clusters Score -1489886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1489960.500000 Penalty: 4633.971191
	Iteration 24Q: 3 clusters Score -1489960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1490010.000000 Penalty: 4633.971191
	Iteration 25Q: 3 clusters Score -1490010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1490032.375000 Penalty: 4633.971191
	Iteration 26Q: 3 clusters Score -1490032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1490047.875000 Penalty: 4633.971191
	Iteration 27Q: 3 clusters Score -1490048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1490062.125000 Penalty: 4633.971191
	Iteration 28Q: 3 clusters Score -1490062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1490073.250000 Penalty: 4633.971191
	Iteration 29Q: 3 clusters Score -1490073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1490081.500000 Penalty: 4633.971191
	Iteration 30Q: 3 clusters Score -1490082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1490087.125000 Penalty: 4633.971191
	Iteration 31Q: 3 clusters Score -1490087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1490085.375000 Penalty: 4633.971191
	Iteration 32Q: 3 clusters Score -1490085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1490087.500000 Penalty: 4633.971191
	Iteration 33Q: 3 clusters Score -1490088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1490089.125000 Penalty: 4633.971191
	Iteration 34Q: 3 clusters Score -1490089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1490092.000000 Penalty: 4633.971191
	Iteration 35Q: 3 clusters Score -1490092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1490094.875000 Penalty: 4633.971191
	Iteration 36Q: 3 clusters Score -1490095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1490093.500000 Penalty: 4633.971191
	Iteration 37Q: 3 clusters Score -1490094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1490098.625000 Penalty: 4633.971191
	Iteration 38Q: 3 clusters Score -1490099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1490099.750000 Penalty: 4633.971191
	Iteration 39Q: 3 clusters Score -1490100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1490158.500000 Penalty: 4633.971191
	Iteration 40F: 3 clusters Score -1490158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1490192.125000 Penalty: 4633.971191
	Iteration 41Q: 3 clusters Score -1490192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1490214.250000 Penalty: 4633.971191
	Iteration 42Q: 3 clusters Score -1490214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1490232.250000 Penalty: 4633.971191
	Iteration 43Q: 3 clusters Score -1490232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1490243.750000 Penalty: 4633.971191
	Iteration 44Q: 3 clusters Score -1490244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1490253.125000 Penalty: 4633.971191
	Iteration 45Q: 3 clusters Score -1490253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1490261.000000 Penalty: 4633.971191
	Iteration 46Q: 3 clusters Score -1490261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1490265.375000 Penalty: 4633.971191
	Iteration 47Q: 3 clusters Score -1490265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1490268.750000 Penalty: 4633.971191
	Iteration 48Q: 3 clusters Score -1490269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1490272.750000 Penalty: 4633.971191
	Iteration 49Q: 3 clusters Score -1490273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1490276.375000 Penalty: 4633.971191
	Iteration 50Q: 3 clusters Score -1490276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1490277.625000 Penalty: 4633.971191
	Iteration 51Q: 3 clusters Score -1490278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1490281.000000 Penalty: 4633.971191
	Iteration 52Q: 3 clusters Score -1490281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1490281.500000 Penalty: 4633.971191
	Iteration 53Q: 3 clusters Score -1490282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1490280.375000 Penalty: 4633.971191
	Iteration 54Q: 3 clusters Score -1490280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1490279.500000 Penalty: 4633.971191
	Iteration 55Q: 3 clusters Score -1490280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1490280.500000 Penalty: 4633.971191
	Iteration 56Q: 3 clusters Score -1490280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1490282.875000 Penalty: 4633.971191
	Iteration 57Q: 3 clusters Score -1490283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1490280.250000 Penalty: 4633.971191
	Iteration 58Q: 3 clusters Score -1490280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1490280.250000 Penalty: 4633.971191
	Iteration 59F: 3 clusters Score -1490280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Entering Unmasked Estep 
Score: -10807731.000000 Penalty: 2809.103271
	Iteration 0F: 2 clusters Score -1.080773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -10751926.000000 Penalty: 5618.206543
	Iteration 0F: 3 clusters Score -1.075193e+07 nChanged 39178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -10774480.000000 Penalty: 5618.206543
	Iteration 1F: 3 clusters Score -1.077448e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -10775510.000000 Penalty: 5618.206543
	Iteration 2Q: 3 clusters Score -1.077551e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -10776677.000000 Penalty: 5618.206543
	Iteration 3Q: 3 clusters Score -1.077668e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -10778193.000000 Penalty: 5618.206543
	Iteration 4Q: 3 clusters Score -1.077819e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -10779980.000000 Penalty: 5618.206543
	Iteration 5Q: 3 clusters Score -1.077998e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -10782080.000000 Penalty: 5618.206543
	Iteration 6F: 3 clusters Score -1.078208e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -10784305.000000 Penalty: 5618.206543
	Iteration 7F: 3 clusters Score -1.07843e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -10786086.000000 Penalty: 5618.206543
	Iteration 8F: 3 clusters Score -1.078609e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -10787436.000000 Penalty: 5618.206543
	Iteration 9Q: 3 clusters Score -1.078744e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -10788656.000000 Penalty: 5618.206543
	Iteration 10Q: 3 clusters Score -1.078866e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -10789968.000000 Penalty: 5618.206543
	Iteration 11Q: 3 clusters Score -1.078997e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -10791372.000000 Penalty: 5618.206543
	Iteration 12Q: 3 clusters Score -1.079137e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -10792662.000000 Penalty: 5618.206543
	Iteration 13Q: 3 clusters Score -1.079266e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -10793588.000000 Penalty: 5618.206543
	Iteration 14Q: 3 clusters Score -1.079359e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -10794200.000000 Penalty: 5618.206543
	Iteration 15Q: 3 clusters Score -1.07942e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -10794596.000000 Penalty: 5618.206543
	Iteration 16Q: 3 clusters Score -1.07946e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -10794829.000000 Penalty: 5618.206543
	Iteration 17Q: 3 clusters Score -1.079483e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -10794979.000000 Penalty: 5618.206543
	Iteration 18Q: 3 clusters Score -1.079498e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -10795078.000000 Penalty: 5618.206543
	Iteration 19Q: 3 clusters Score -1.079508e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -10795183.000000 Penalty: 5618.206543
	Iteration 20F: 3 clusters Score -1.079518e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -10795284.000000 Penalty: 5618.206543
	Iteration 21Q: 3 clusters Score -1.079528e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -10795350.000000 Penalty: 5618.206543
	Iteration 22Q: 3 clusters Score -1.079535e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -10795481.000000 Penalty: 5618.206543
	Iteration 23Q: 3 clusters Score -1.079548e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -10795511.000000 Penalty: 5618.206543
	Iteration 24Q: 3 clusters Score -1.079551e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -10795603.000000 Penalty: 5618.206543
	Iteration 25Q: 3 clusters Score -1.07956e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -10795690.000000 Penalty: 5618.206543
	Iteration 26Q: 3 clusters Score -1.079569e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -10795772.000000 Penalty: 5618.206543
	Iteration 27Q: 3 clusters Score -1.079577e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -10795817.000000 Penalty: 5618.206543
	Iteration 28Q: 3 clusters Score -1.079582e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -10795908.000000 Penalty: 5618.206543
	Iteration 29Q: 3 clusters Score -1.079591e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -10795942.000000 Penalty: 5618.206543
	Iteration 30Q: 3 clusters Score -1.079594e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -10795989.000000 Penalty: 5618.206543
	Iteration 31Q: 3 clusters Score -1.079599e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -10796023.000000 Penalty: 5618.206543
	Iteration 32Q: 3 clusters Score -1.079602e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -10796085.000000 Penalty: 5618.206543
	Iteration 33Q: 3 clusters Score -1.079608e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -10796148.000000 Penalty: 5618.206543
	Iteration 34Q: 3 clusters Score -1.079615e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -10796248.000000 Penalty: 5618.206543
	Iteration 35Q: 3 clusters Score -1.079625e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -10796332.000000 Penalty: 5618.206543
	Iteration 36Q: 3 clusters Score -1.079633e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -10796518.000000 Penalty: 5618.206543
	Iteration 37Q: 3 clusters Score -1.079652e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -10796682.000000 Penalty: 5618.206543
	Iteration 38Q: 3 clusters Score -1.079668e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -10796836.000000 Penalty: 5618.206543
	Iteration 39Q: 3 clusters Score -1.079684e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -10797053.000000 Penalty: 5618.206543
	Iteration 40F: 3 clusters Score -1.079705e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -10797277.000000 Penalty: 5618.206543
	Iteration 41Q: 3 clusters Score -1.079728e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -10797464.000000 Penalty: 5618.206543
	Iteration 42Q: 3 clusters Score -1.079746e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -10797738.000000 Penalty: 5618.206543
	Iteration 43Q: 3 clusters Score -1.079774e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -10798026.000000 Penalty: 5618.206543
	Iteration 44Q: 3 clusters Score -1.079803e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -10798267.000000 Penalty: 5618.206543
	Iteration 45Q: 3 clusters Score -1.079827e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -10798578.000000 Penalty: 5618.206543
	Iteration 46Q: 3 clusters Score -1.079858e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -10798949.000000 Penalty: 5618.206543
	Iteration 47Q: 3 clusters Score -1.079895e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -10799386.000000 Penalty: 5618.206543
	Iteration 48Q: 3 clusters Score -1.079939e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -10799793.000000 Penalty: 5618.206543
	Iteration 49Q: 3 clusters Score -1.079979e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -10800241.000000 Penalty: 5618.206543
	Iteration 50Q: 3 clusters Score -1.080024e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -10800705.000000 Penalty: 5618.206543
	Iteration 51Q: 3 clusters Score -1.08007e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -10801129.000000 Penalty: 5618.206543
	Iteration 52Q: 3 clusters Score -1.080113e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -10801604.000000 Penalty: 5618.206543
	Iteration 53Q: 3 clusters Score -1.08016e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -10802049.000000 Penalty: 5618.206543
	Iteration 54Q: 3 clusters Score -1.080205e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -10802470.000000 Penalty: 5618.206543
	Iteration 55Q: 3 clusters Score -1.080247e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -10802916.000000 Penalty: 5618.206543
	Iteration 56Q: 3 clusters Score -1.080292e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -10803300.000000 Penalty: 5618.206543
	Iteration 57Q: 3 clusters Score -1.08033e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -10803651.000000 Penalty: 5618.206543
	Iteration 58Q: 3 clusters Score -1.080365e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -10803927.000000 Penalty: 5618.206543
	Iteration 59Q: 3 clusters Score -1.080393e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -10804167.000000 Penalty: 5618.206543
	Iteration 60F: 3 clusters Score -1.080417e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10804377.000000 Penalty: 5618.206543
	Iteration 61Q: 3 clusters Score -1.080438e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -10804646.000000 Penalty: 5618.206543
	Iteration 62Q: 3 clusters Score -1.080465e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10804751.000000 Penalty: 5618.206543
	Iteration 63Q: 3 clusters Score -1.080475e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10804904.000000 Penalty: 5618.206543
	Iteration 64Q: 3 clusters Score -1.08049e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10805077.000000 Penalty: 5618.206543
	Iteration 65Q: 3 clusters Score -1.080508e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10805172.000000 Penalty: 5618.206543
	Iteration 66Q: 3 clusters Score -1.080517e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10805267.000000 Penalty: 5618.206543
	Iteration 67Q: 3 clusters Score -1.080527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10805335.000000 Penalty: 5618.206543
	Iteration 68Q: 3 clusters Score -1.080534e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10805380.000000 Penalty: 5618.206543
	Iteration 69Q: 3 clusters Score -1.080538e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10805431.000000 Penalty: 5618.206543
	Iteration 70Q: 3 clusters Score -1.080543e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10805441.000000 Penalty: 5618.206543
	Iteration 71Q: 3 clusters Score -1.080544e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10805508.000000 Penalty: 5618.206543
	Iteration 72Q: 3 clusters Score -1.080551e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10805529.000000 Penalty: 5618.206543
	Iteration 73Q: 3 clusters Score -1.080553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10805522.000000 Penalty: 5618.206543
	Iteration 74Q: 3 clusters Score -1.080552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10805536.000000 Penalty: 5618.206543
	Iteration 75Q: 3 clusters Score -1.080554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10805538.000000 Penalty: 5618.206543
	Iteration 76Q: 3 clusters Score -1.080554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10805556.000000 Penalty: 5618.206543
	Iteration 77Q: 3 clusters Score -1.080556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10805557.000000 Penalty: 5618.206543
	Iteration 78Q: 3 clusters Score -1.080556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10805555.000000 Penalty: 5618.206543
	Iteration 79Q: 3 clusters Score -1.080556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10805569.000000 Penalty: 5618.206543
	Iteration 80F: 3 clusters Score -1.080557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10805590.000000 Penalty: 5618.206543
	Iteration 81Q: 3 clusters Score -1.080559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10805588.000000 Penalty: 5618.206543
	Iteration 82Q: 3 clusters Score -1.080559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10805611.000000 Penalty: 5618.206543
	Iteration 83Q: 3 clusters Score -1.080561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10805610.000000 Penalty: 5618.206543
	Iteration 84Q: 3 clusters Score -1.080561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10805601.000000 Penalty: 5618.206543
	Iteration 85Q: 3 clusters Score -1.08056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10805620.000000 Penalty: 5618.206543
	Iteration 86Q: 3 clusters Score -1.080562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10805624.000000 Penalty: 5618.206543
	Iteration 87Q: 3 clusters Score -1.080562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10805627.000000 Penalty: 5618.206543
	Iteration 88Q: 3 clusters Score -1.080563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10805632.000000 Penalty: 5618.206543
	Iteration 89Q: 3 clusters Score -1.080563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10805626.000000 Penalty: 5618.206543
	Iteration 90Q: 3 clusters Score -1.080563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10805626.000000 Penalty: 5618.206543
	Iteration 91F: 3 clusters Score -1.080563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Entering Unmasked Estep 
Score: -1919165.250000 Penalty: 2384.917969
	Iteration 0F: 2 clusters Score -1919165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1908394.500000 Penalty: 4769.835938
	Iteration 0F: 3 clusters Score -1908394 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1911905.000000 Penalty: 4769.835938
	Iteration 1F: 3 clusters Score -1911905 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1912477.375000 Penalty: 4769.835938
	Iteration 2F: 3 clusters Score -1912477 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1913085.375000 Penalty: 4769.835938
	Iteration 3F: 3 clusters Score -1913085 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1913746.375000 Penalty: 4769.835938
	Iteration 4F: 3 clusters Score -1913746 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1914456.500000 Penalty: 4769.835938
	Iteration 5F: 3 clusters Score -1914456 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1915363.500000 Penalty: 4769.835938
	Iteration 6F: 3 clusters Score -1915364 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1916332.750000 Penalty: 4769.835938
	Iteration 7F: 3 clusters Score -1916333 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1917094.000000 Penalty: 4769.835938
	Iteration 8F: 3 clusters Score -1917094 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1917555.125000 Penalty: 4769.835938
	Iteration 9Q: 3 clusters Score -1917555 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1917823.750000 Penalty: 4769.835938
	Iteration 10Q: 3 clusters Score -1917824 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1917979.500000 Penalty: 4769.835938
	Iteration 11Q: 3 clusters Score -1917980 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1918061.000000 Penalty: 4769.835938
	Iteration 12Q: 3 clusters Score -1918061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1918114.750000 Penalty: 4769.835938
	Iteration 13Q: 3 clusters Score -1918115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1918144.125000 Penalty: 4769.835938
	Iteration 14Q: 3 clusters Score -1918144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1918176.250000 Penalty: 4769.835938
	Iteration 15Q: 3 clusters Score -1918176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1918200.250000 Penalty: 4769.835938
	Iteration 16Q: 3 clusters Score -1918200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1918216.875000 Penalty: 4769.835938
	Iteration 17Q: 3 clusters Score -1918217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1918232.125000 Penalty: 4769.835938
	Iteration 18Q: 3 clusters Score -1918232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1918243.125000 Penalty: 4769.835938
	Iteration 19Q: 3 clusters Score -1918243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1918250.500000 Penalty: 4769.835938
	Iteration 20F: 3 clusters Score -1918250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1918268.125000 Penalty: 4769.835938
	Iteration 21Q: 3 clusters Score -1918268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1918283.500000 Penalty: 4769.835938
	Iteration 22Q: 3 clusters Score -1918284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1918299.750000 Penalty: 4769.835938
	Iteration 23Q: 3 clusters Score -1918300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1918315.625000 Penalty: 4769.835938
	Iteration 24Q: 3 clusters Score -1918316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1918323.500000 Penalty: 4769.835938
	Iteration 25Q: 3 clusters Score -1918324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1918336.000000 Penalty: 4769.835938
	Iteration 26Q: 3 clusters Score -1918336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1918342.250000 Penalty: 4769.835938
	Iteration 27Q: 3 clusters Score -1918342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1918349.250000 Penalty: 4769.835938
	Iteration 28Q: 3 clusters Score -1918349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1918353.625000 Penalty: 4769.835938
	Iteration 29Q: 3 clusters Score -1918354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1918354.375000 Penalty: 4769.835938
	Iteration 30Q: 3 clusters Score -1918354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1918356.000000 Penalty: 4769.835938
	Iteration 31Q: 3 clusters Score -1918356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1918360.125000 Penalty: 4769.835938
	Iteration 32Q: 3 clusters Score -1918360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1918359.500000 Penalty: 4769.835938
	Iteration 33Q: 3 clusters Score -1918360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1918356.250000 Penalty: 4769.835938
	Iteration 34Q: 3 clusters Score -1918356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1918358.000000 Penalty: 4769.835938
	Iteration 35Q: 3 clusters Score -1918358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1918358.500000 Penalty: 4769.835938
	Iteration 36Q: 3 clusters Score -1918358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1918358.375000 Penalty: 4769.835938
	Iteration 37Q: 3 clusters Score -1918358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1918355.500000 Penalty: 4769.835938
	Iteration 38Q: 3 clusters Score -1918356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1918358.500000 Penalty: 4769.835938
	Iteration 39Q: 3 clusters Score -1918358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1918362.125000 Penalty: 4769.835938
	Iteration 40F: 3 clusters Score -1918362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1918366.250000 Penalty: 4769.835938
	Iteration 41Q: 3 clusters Score -1918366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1918372.125000 Penalty: 4769.835938
	Iteration 42Q: 3 clusters Score -1918372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1918370.000000 Penalty: 4769.835938
	Iteration 43Q: 3 clusters Score -1918370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1918369.875000 Penalty: 4769.835938
	Iteration 44Q: 3 clusters Score -1918370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1918371.875000 Penalty: 4769.835938
	Iteration 45Q: 3 clusters Score -1918372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1918381.250000 Penalty: 4769.835938
	Iteration 46Q: 3 clusters Score -1918381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1918384.625000 Penalty: 4769.835938
	Iteration 47Q: 3 clusters Score -1918385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1918384.875000 Penalty: 4769.835938
	Iteration 48Q: 3 clusters Score -1918385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1918388.875000 Penalty: 4769.835938
	Iteration 49Q: 3 clusters Score -1918389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1918390.875000 Penalty: 4769.835938
	Iteration 50Q: 3 clusters Score -1918391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1918390.875000 Penalty: 4769.835938
	Iteration 51F: 3 clusters Score -1918391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Entering Unmasked Estep 
Score: -5043257.000000 Penalty: 2638.192383
	Iteration 0F: 2 clusters Score -5043257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5015131.500000 Penalty: 5276.384766
	Iteration 0F: 3 clusters Score -5015132 nChanged 18987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5025830.500000 Penalty: 5276.384766
	Iteration 1F: 3 clusters Score -5025830 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5026942.000000 Penalty: 5276.384766
	Iteration 2F: 3 clusters Score -5026942 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5028320.500000 Penalty: 5276.384766
	Iteration 3F: 3 clusters Score -5028320 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5029901.000000 Penalty: 5276.384766
	Iteration 4F: 3 clusters Score -5029901 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5031545.500000 Penalty: 5276.384766
	Iteration 5F: 3 clusters Score -5031546 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5033127.500000 Penalty: 5276.384766
	Iteration 6F: 3 clusters Score -5033128 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5034609.500000 Penalty: 5276.384766
	Iteration 7F: 3 clusters Score -5034610 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5035901.500000 Penalty: 5276.384766
	Iteration 8Q: 3 clusters Score -5035902 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -5037023.000000 Penalty: 5276.384766
	Iteration 9Q: 3 clusters Score -5037023 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5038077.000000 Penalty: 5276.384766
	Iteration 10Q: 3 clusters Score -5038077 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5038857.000000 Penalty: 5276.384766
	Iteration 11Q: 3 clusters Score -5038857 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5039490.500000 Penalty: 5276.384766
	Iteration 12Q: 3 clusters Score -5039490 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5039962.000000 Penalty: 5276.384766
	Iteration 13Q: 3 clusters Score -5039962 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5040264.500000 Penalty: 5276.384766
	Iteration 14Q: 3 clusters Score -5040264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5040523.500000 Penalty: 5276.384766
	Iteration 15Q: 3 clusters Score -5040524 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5040720.500000 Penalty: 5276.384766
	Iteration 16Q: 3 clusters Score -5040720 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5040892.000000 Penalty: 5276.384766
	Iteration 17Q: 3 clusters Score -5040892 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5041054.500000 Penalty: 5276.384766
	Iteration 18Q: 3 clusters Score -5041054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5041190.500000 Penalty: 5276.384766
	Iteration 19Q: 3 clusters Score -5041190 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5041309.500000 Penalty: 5276.384766
	Iteration 20F: 3 clusters Score -5041310 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -5041374.000000 Penalty: 5276.384766
	Iteration 21Q: 3 clusters Score -5041374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -5041444.500000 Penalty: 5276.384766
	Iteration 22Q: 3 clusters Score -5041444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -5041492.500000 Penalty: 5276.384766
	Iteration 23Q: 3 clusters Score -5041492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -5041526.000000 Penalty: 5276.384766
	Iteration 24Q: 3 clusters Score -5041526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5041555.500000 Penalty: 5276.384766
	Iteration 25Q: 3 clusters Score -5041556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -5041600.500000 Penalty: 5276.384766
	Iteration 26Q: 3 clusters Score -5041600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5041644.500000 Penalty: 5276.384766
	Iteration 27Q: 3 clusters Score -5041644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5041675.500000 Penalty: 5276.384766
	Iteration 28Q: 3 clusters Score -5041676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5041699.500000 Penalty: 5276.384766
	Iteration 29Q: 3 clusters Score -5041700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5041721.000000 Penalty: 5276.384766
	Iteration 30Q: 3 clusters Score -5041721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5041748.000000 Penalty: 5276.384766
	Iteration 31Q: 3 clusters Score -5041748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5041760.000000 Penalty: 5276.384766
	Iteration 32Q: 3 clusters Score -5041760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5041779.000000 Penalty: 5276.384766
	Iteration 33Q: 3 clusters Score -5041779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5041792.000000 Penalty: 5276.384766
	Iteration 34Q: 3 clusters Score -5041792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5041798.000000 Penalty: 5276.384766
	Iteration 35Q: 3 clusters Score -5041798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5041822.000000 Penalty: 5276.384766
	Iteration 36Q: 3 clusters Score -5041822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5041825.500000 Penalty: 5276.384766
	Iteration 37Q: 3 clusters Score -5041826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5041839.500000 Penalty: 5276.384766
	Iteration 38Q: 3 clusters Score -5041840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -5041847.000000 Penalty: 5276.384766
	Iteration 39Q: 3 clusters Score -5041847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5041852.500000 Penalty: 5276.384766
	Iteration 40F: 3 clusters Score -5041852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -5041860.500000 Penalty: 5276.384766
	Iteration 41Q: 3 clusters Score -5041860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5041872.000000 Penalty: 5276.384766
	Iteration 42Q: 3 clusters Score -5041872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5041890.500000 Penalty: 5276.384766
	Iteration 43Q: 3 clusters Score -5041890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5041887.000000 Penalty: 5276.384766
	Iteration 44Q: 3 clusters Score -5041887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5041889.500000 Penalty: 5276.384766
	Iteration 45Q: 3 clusters Score -5041890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5041892.500000 Penalty: 5276.384766
	Iteration 46Q: 3 clusters Score -5041892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5041900.500000 Penalty: 5276.384766
	Iteration 47Q: 3 clusters Score -5041900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5041899.000000 Penalty: 5276.384766
	Iteration 48Q: 3 clusters Score -5041899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5041899.000000 Penalty: 5276.384766
	Iteration 49F: 3 clusters Score -5041899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -1009861.000000 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -1009861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1003563.687500 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -1003564 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1005274.750000 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -1005275 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1005527.187500 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -1005527 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1005706.437500 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -1005706 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1005849.125000 Penalty: 4448.450684
	Iteration 4Q: 3 clusters Score -1005849 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1005953.125000 Penalty: 4448.450684
	Iteration 5Q: 3 clusters Score -1005953 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1006039.937500 Penalty: 4448.450684
	Iteration 6Q: 3 clusters Score -1006040 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1006120.812500 Penalty: 4448.450684
	Iteration 7Q: 3 clusters Score -1006121 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1006209.375000 Penalty: 4448.450684
	Iteration 8Q: 3 clusters Score -1006209 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1006293.875000 Penalty: 4448.450684
	Iteration 9Q: 3 clusters Score -1006294 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1006388.312500 Penalty: 4448.450684
	Iteration 10Q: 3 clusters Score -1006388 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1006489.375000 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -1006489 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1006597.937500 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -1006598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1006733.250000 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -1006733 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1006910.750000 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -1006911 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1007130.187500 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -1007130 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1007338.312500 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -1007338 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1007522.687500 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -1007523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1007646.437500 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -1007646 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1007753.562500 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -1007754 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1007836.375000 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -1007836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1007895.187500 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -1007895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1007943.937500 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -1007944 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1007986.437500 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -1007986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1008024.500000 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -1008024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1008053.000000 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -1008053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1008069.000000 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -1008069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1008082.312500 Penalty: 4448.450684
	Iteration 27Q: 3 clusters Score -1008082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1008094.937500 Penalty: 4448.450684
	Iteration 28Q: 3 clusters Score -1008095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1008103.437500 Penalty: 4448.450684
	Iteration 29Q: 3 clusters Score -1008103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1008108.500000 Penalty: 4448.450684
	Iteration 30Q: 3 clusters Score -1008108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1008112.125000 Penalty: 4448.450684
	Iteration 31Q: 3 clusters Score -1008112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1008117.562500 Penalty: 4448.450684
	Iteration 32Q: 3 clusters Score -1008118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1008122.187500 Penalty: 4448.450684
	Iteration 33Q: 3 clusters Score -1008122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1008124.562500 Penalty: 4448.450684
	Iteration 34Q: 3 clusters Score -1008125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1008126.750000 Penalty: 4448.450684
	Iteration 35Q: 3 clusters Score -1008127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1008130.500000 Penalty: 4448.450684
	Iteration 36Q: 3 clusters Score -1008130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1008130.625000 Penalty: 4448.450684
	Iteration 37Q: 3 clusters Score -1008131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1008135.500000 Penalty: 4448.450684
	Iteration 38Q: 3 clusters Score -1008136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1008134.375000 Penalty: 4448.450684
	Iteration 39Q: 3 clusters Score -1008134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1008134.812500 Penalty: 4448.450684
	Iteration 40F: 3 clusters Score -1008135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1008135.187500 Penalty: 4448.450684
	Iteration 41Q: 3 clusters Score -1008135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1008135.875000 Penalty: 4448.450684
	Iteration 42Q: 3 clusters Score -1008136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1008136.000000 Penalty: 4448.450684
	Iteration 43Q: 3 clusters Score -1008136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1008134.875000 Penalty: 4448.450684
	Iteration 44Q: 3 clusters Score -1008135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1008135.500000 Penalty: 4448.450684
	Iteration 45Q: 3 clusters Score -1008136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1008135.687500 Penalty: 4448.450684
	Iteration 46Q: 3 clusters Score -1008136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1008135.687500 Penalty: 4448.450684
	Iteration 47F: 3 clusters Score -1008136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Entering Unmasked Estep 
Score: -2204917.000000 Penalty: 2432.798584
	Iteration 0F: 2 clusters Score -2204917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2191965.250000 Penalty: 4865.597168
	Iteration 0F: 3 clusters Score -2191965 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2196367.500000 Penalty: 4865.597168
	Iteration 1F: 3 clusters Score -2196368 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2197069.750000 Penalty: 4865.597168
	Iteration 2F: 3 clusters Score -2197070 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2197910.250000 Penalty: 4865.597168
	Iteration 3F: 3 clusters Score -2197910 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2198912.500000 Penalty: 4865.597168
	Iteration 4F: 3 clusters Score -2198912 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2199910.500000 Penalty: 4865.597168
	Iteration 5F: 3 clusters Score -2199910 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2200739.750000 Penalty: 4865.597168
	Iteration 6F: 3 clusters Score -2200740 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2201312.250000 Penalty: 4865.597168
	Iteration 7F: 3 clusters Score -2201312 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2201686.750000 Penalty: 4865.597168
	Iteration 8Q: 3 clusters Score -2201687 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2201957.500000 Penalty: 4865.597168
	Iteration 9Q: 3 clusters Score -2201958 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2202147.250000 Penalty: 4865.597168
	Iteration 10Q: 3 clusters Score -2202147 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2202289.750000 Penalty: 4865.597168
	Iteration 11Q: 3 clusters Score -2202290 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2202399.000000 Penalty: 4865.597168
	Iteration 12Q: 3 clusters Score -2202399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2202490.500000 Penalty: 4865.597168
	Iteration 13Q: 3 clusters Score -2202490 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2202570.750000 Penalty: 4865.597168
	Iteration 14Q: 3 clusters Score -2202571 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2202633.000000 Penalty: 4865.597168
	Iteration 15Q: 3 clusters Score -2202633 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2202703.750000 Penalty: 4865.597168
	Iteration 16Q: 3 clusters Score -2202704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2202755.750000 Penalty: 4865.597168
	Iteration 17Q: 3 clusters Score -2202756 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2202807.250000 Penalty: 4865.597168
	Iteration 18Q: 3 clusters Score -2202807 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2202840.250000 Penalty: 4865.597168
	Iteration 19Q: 3 clusters Score -2202840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2202882.750000 Penalty: 4865.597168
	Iteration 20F: 3 clusters Score -2202883 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2202932.500000 Penalty: 4865.597168
	Iteration 21Q: 3 clusters Score -2202932 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2202976.250000 Penalty: 4865.597168
	Iteration 22Q: 3 clusters Score -2202976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2203015.750000 Penalty: 4865.597168
	Iteration 23Q: 3 clusters Score -2203016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2203039.750000 Penalty: 4865.597168
	Iteration 24Q: 3 clusters Score -2203040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2203072.750000 Penalty: 4865.597168
	Iteration 25Q: 3 clusters Score -2203073 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2203089.250000 Penalty: 4865.597168
	Iteration 26Q: 3 clusters Score -2203089 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2203125.000000 Penalty: 4865.597168
	Iteration 27Q: 3 clusters Score -2203125 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2203159.250000 Penalty: 4865.597168
	Iteration 28Q: 3 clusters Score -2203159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2203181.000000 Penalty: 4865.597168
	Iteration 29Q: 3 clusters Score -2203181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2203224.750000 Penalty: 4865.597168
	Iteration 30Q: 3 clusters Score -2203225 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2203257.750000 Penalty: 4865.597168
	Iteration 31Q: 3 clusters Score -2203258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2203276.000000 Penalty: 4865.597168
	Iteration 32Q: 3 clusters Score -2203276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2203308.500000 Penalty: 4865.597168
	Iteration 33Q: 3 clusters Score -2203308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2203334.750000 Penalty: 4865.597168
	Iteration 34Q: 3 clusters Score -2203335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2203350.250000 Penalty: 4865.597168
	Iteration 35Q: 3 clusters Score -2203350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2203376.250000 Penalty: 4865.597168
	Iteration 36Q: 3 clusters Score -2203376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2203393.250000 Penalty: 4865.597168
	Iteration 37Q: 3 clusters Score -2203393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2203409.500000 Penalty: 4865.597168
	Iteration 38Q: 3 clusters Score -2203410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2203421.250000 Penalty: 4865.597168
	Iteration 39Q: 3 clusters Score -2203421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2203444.250000 Penalty: 4865.597168
	Iteration 40F: 3 clusters Score -2203444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2203470.000000 Penalty: 4865.597168
	Iteration 41Q: 3 clusters Score -2203470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2203486.250000 Penalty: 4865.597168
	Iteration 42Q: 3 clusters Score -2203486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2203511.500000 Penalty: 4865.597168
	Iteration 43Q: 3 clusters Score -2203512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2203548.000000 Penalty: 4865.597168
	Iteration 44Q: 3 clusters Score -2203548 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2203584.500000 Penalty: 4865.597168
	Iteration 45Q: 3 clusters Score -2203584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2203638.000000 Penalty: 4865.597168
	Iteration 46Q: 3 clusters Score -2203638 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2203690.750000 Penalty: 4865.597168
	Iteration 47Q: 3 clusters Score -2203691 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2203726.250000 Penalty: 4865.597168
	Iteration 48Q: 3 clusters Score -2203726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2203761.000000 Penalty: 4865.597168
	Iteration 49Q: 3 clusters Score -2203761 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2203795.250000 Penalty: 4865.597168
	Iteration 50Q: 3 clusters Score -2203795 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2203826.000000 Penalty: 4865.597168
	Iteration 51Q: 3 clusters Score -2203826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2203853.000000 Penalty: 4865.597168
	Iteration 52Q: 3 clusters Score -2203853 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2203876.000000 Penalty: 4865.597168
	Iteration 53Q: 3 clusters Score -2203876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2203884.000000 Penalty: 4865.597168
	Iteration 54Q: 3 clusters Score -2203884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2203892.750000 Penalty: 4865.597168
	Iteration 55Q: 3 clusters Score -2203893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2203910.750000 Penalty: 4865.597168
	Iteration 56Q: 3 clusters Score -2203911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2203920.000000 Penalty: 4865.597168
	Iteration 57Q: 3 clusters Score -2203920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2203930.750000 Penalty: 4865.597168
	Iteration 58Q: 3 clusters Score -2203931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2203929.500000 Penalty: 4865.597168
	Iteration 59Q: 3 clusters Score -2203930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2203932.250000 Penalty: 4865.597168
	Iteration 60F: 3 clusters Score -2203932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2203940.500000 Penalty: 4865.597168
	Iteration 61Q: 3 clusters Score -2203940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2203947.750000 Penalty: 4865.597168
	Iteration 62Q: 3 clusters Score -2203948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2203946.750000 Penalty: 4865.597168
	Iteration 63Q: 3 clusters Score -2203947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2203952.000000 Penalty: 4865.597168
	Iteration 64Q: 3 clusters Score -2203952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2203950.750000 Penalty: 4865.597168
	Iteration 65Q: 3 clusters Score -2203951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2203946.500000 Penalty: 4865.597168
	Iteration 66Q: 3 clusters Score -2203946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2203952.500000 Penalty: 4865.597168
	Iteration 67Q: 3 clusters Score -2203952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2203950.750000 Penalty: 4865.597168
	Iteration 68Q: 3 clusters Score -2203951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2203950.750000 Penalty: 4865.597168
	Iteration 69Q: 3 clusters Score -2203951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2203950.500000 Penalty: 4865.597168
	Iteration 70Q: 3 clusters Score -2203950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2203950.500000 Penalty: 4865.597168
	Iteration 71Q: 3 clusters Score -2203950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2203949.000000 Penalty: 4865.597168
	Iteration 72Q: 3 clusters Score -2203949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2203950.750000 Penalty: 4865.597168
	Iteration 73Q: 3 clusters Score -2203951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2203957.000000 Penalty: 4865.597168
	Iteration 74Q: 3 clusters Score -2203957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2203954.250000 Penalty: 4865.597168
	Iteration 75Q: 3 clusters Score -2203954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2203958.750000 Penalty: 4865.597168
	Iteration 76Q: 3 clusters Score -2203959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2203957.500000 Penalty: 4865.597168
	Iteration 77Q: 3 clusters Score -2203958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2203958.500000 Penalty: 4865.597168
	Iteration 78Q: 3 clusters Score -2203958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2203958.500000 Penalty: 4865.597168
	Iteration 79F: 3 clusters Score -2203958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -664272.500000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664272.5 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -665458.750000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665458.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -665711.000000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665711 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -665889.750000 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -665889.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -666030.062500 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -666030.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -666174.875000 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -666174.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -666321.812500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666321.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -666482.062500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666482.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -666671.875000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666671.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -666868.000000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -666868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -667090.812500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -667090.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -667294.687500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -667294.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -667508.750000 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -667508.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -667767.187500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -667767.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -668091.125000 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -668091.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -668344.250000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -668344.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -668436.125000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -668436.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -668470.812500 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -668470.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -668490.312500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -668490.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -668499.187500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -668499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -668505.812500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -668505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -668512.500000 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -668512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -668516.812500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -668516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -668517.000000 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -668517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -668518.937500 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -668518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -668519.875000 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -668519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -668519.375000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -668519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -668519.375000 Penalty: 4250.236816
	Iteration 27F: 3 clusters Score -668519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161467.031250 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159298.218750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159298.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160043.531250 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -160043.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160476.515625 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -160476.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160728.109375 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160728.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -160887.671875 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160887.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161023.953125 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -161024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161088.281250 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -161088.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -161146.375000 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -161146.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -161192.015625 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -161192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -161218.203125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -161218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -161238.906250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -161238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -161256.656250 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -161256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161285.687500 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -161285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161300.046875 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -161300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -161313.828125 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -161313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161317.140625 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -161317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161333.250000 Penalty: 3576.565918
	Iteration 16F: 3 clusters Score -161333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161350.125000 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -161350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161359.421875 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -161359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161365.328125 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -161365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161374.359375 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -161374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161383.796875 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -161383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161387.468750 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -161387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161390.984375 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -161391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161393.890625 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -161393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161393.890625 Penalty: 3576.565918
	Iteration 25F: 3 clusters Score -161393.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Entering Unmasked Estep 
Score: -3131471.250000 Penalty: 2503.256836
	Iteration 0F: 2 clusters Score -3131471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3114832.500000 Penalty: 5006.513672
	Iteration 0F: 3 clusters Score -3114832 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3120480.250000 Penalty: 5006.513672
	Iteration 1F: 3 clusters Score -3120480 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3120898.250000 Penalty: 5006.513672
	Iteration 2F: 3 clusters Score -3120898 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3121333.000000 Penalty: 5006.513672
	Iteration 3Q: 3 clusters Score -3121333 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3121737.750000 Penalty: 5006.513672
	Iteration 4Q: 3 clusters Score -3121738 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3122199.750000 Penalty: 5006.513672
	Iteration 5Q: 3 clusters Score -3122200 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3122838.000000 Penalty: 5006.513672
	Iteration 6F: 3 clusters Score -3122838 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3123669.500000 Penalty: 5006.513672
	Iteration 7F: 3 clusters Score -3123670 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3124795.500000 Penalty: 5006.513672
	Iteration 8F: 3 clusters Score -3124796 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3126044.500000 Penalty: 5006.513672
	Iteration 9F: 3 clusters Score -3126044 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3127202.500000 Penalty: 5006.513672
	Iteration 10F: 3 clusters Score -3127202 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3128093.750000 Penalty: 5006.513672
	Iteration 11Q: 3 clusters Score -3128094 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3128646.500000 Penalty: 5006.513672
	Iteration 12Q: 3 clusters Score -3128646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3128941.500000 Penalty: 5006.513672
	Iteration 13Q: 3 clusters Score -3128942 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3129068.250000 Penalty: 5006.513672
	Iteration 14Q: 3 clusters Score -3129068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3129134.000000 Penalty: 5006.513672
	Iteration 15Q: 3 clusters Score -3129134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3129166.500000 Penalty: 5006.513672
	Iteration 16Q: 3 clusters Score -3129166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3129191.750000 Penalty: 5006.513672
	Iteration 17Q: 3 clusters Score -3129192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3129216.750000 Penalty: 5006.513672
	Iteration 18Q: 3 clusters Score -3129217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3129233.500000 Penalty: 5006.513672
	Iteration 19Q: 3 clusters Score -3129234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3129245.500000 Penalty: 5006.513672
	Iteration 20F: 3 clusters Score -3129246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3129251.500000 Penalty: 5006.513672
	Iteration 21Q: 3 clusters Score -3129252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3129260.500000 Penalty: 5006.513672
	Iteration 22Q: 3 clusters Score -3129260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3129261.750000 Penalty: 5006.513672
	Iteration 23Q: 3 clusters Score -3129262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3129263.000000 Penalty: 5006.513672
	Iteration 24Q: 3 clusters Score -3129263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3129267.000000 Penalty: 5006.513672
	Iteration 25Q: 3 clusters Score -3129267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3129267.000000 Penalty: 5006.513672
	Iteration 26F: 3 clusters Score -3129267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -544141.000000 Penalty: 2096.443359
	Iteration 0F: 2 clusters Score -544141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -539851.375000 Penalty: 4192.886719
	Iteration 0F: 3 clusters Score -539851.4 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -541086.937500 Penalty: 4192.886719
	Iteration 1F: 3 clusters Score -541086.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -541563.000000 Penalty: 4192.886719
	Iteration 2F: 3 clusters Score -541563 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -541898.187500 Penalty: 4192.886719
	Iteration 3F: 3 clusters Score -541898.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -542137.437500 Penalty: 4192.886719
	Iteration 4F: 3 clusters Score -542137.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -542259.187500 Penalty: 4192.886719
	Iteration 5Q: 3 clusters Score -542259.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -542344.562500 Penalty: 4192.886719
	Iteration 6Q: 3 clusters Score -542344.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -542415.187500 Penalty: 4192.886719
	Iteration 7Q: 3 clusters Score -542415.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -542461.625000 Penalty: 4192.886719
	Iteration 8Q: 3 clusters Score -542461.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -542502.625000 Penalty: 4192.886719
	Iteration 9Q: 3 clusters Score -542502.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -542540.062500 Penalty: 4192.886719
	Iteration 10Q: 3 clusters Score -542540.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -542577.062500 Penalty: 4192.886719
	Iteration 11Q: 3 clusters Score -542577.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -542613.625000 Penalty: 4192.886719
	Iteration 12Q: 3 clusters Score -542613.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -542652.750000 Penalty: 4192.886719
	Iteration 13Q: 3 clusters Score -542652.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -542681.437500 Penalty: 4192.886719
	Iteration 14Q: 3 clusters Score -542681.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -542713.375000 Penalty: 4192.886719
	Iteration 15Q: 3 clusters Score -542713.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -542740.812500 Penalty: 4192.886719
	Iteration 16Q: 3 clusters Score -542740.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -542765.875000 Penalty: 4192.886719
	Iteration 17Q: 3 clusters Score -542765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -542783.625000 Penalty: 4192.886719
	Iteration 18Q: 3 clusters Score -542783.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -542796.000000 Penalty: 4192.886719
	Iteration 19Q: 3 clusters Score -542796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -542808.625000 Penalty: 4192.886719
	Iteration 20F: 3 clusters Score -542808.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -542821.625000 Penalty: 4192.886719
	Iteration 21Q: 3 clusters Score -542821.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -542832.375000 Penalty: 4192.886719
	Iteration 22Q: 3 clusters Score -542832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -542838.875000 Penalty: 4192.886719
	Iteration 23Q: 3 clusters Score -542838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -542842.625000 Penalty: 4192.886719
	Iteration 24Q: 3 clusters Score -542842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -542844.312500 Penalty: 4192.886719
	Iteration 25Q: 3 clusters Score -542844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -542847.562500 Penalty: 4192.886719
	Iteration 26Q: 3 clusters Score -542847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -542850.125000 Penalty: 4192.886719
	Iteration 27Q: 3 clusters Score -542850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -542853.625000 Penalty: 4192.886719
	Iteration 28Q: 3 clusters Score -542853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -542855.562500 Penalty: 4192.886719
	Iteration 29Q: 3 clusters Score -542855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -542859.125000 Penalty: 4192.886719
	Iteration 30Q: 3 clusters Score -542859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -542862.562500 Penalty: 4192.886719
	Iteration 31Q: 3 clusters Score -542862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -542864.125000 Penalty: 4192.886719
	Iteration 32Q: 3 clusters Score -542864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -542867.437500 Penalty: 4192.886719
	Iteration 33Q: 3 clusters Score -542867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -542870.125000 Penalty: 4192.886719
	Iteration 34Q: 3 clusters Score -542870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -542874.000000 Penalty: 4192.886719
	Iteration 35Q: 3 clusters Score -542874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -542878.875000 Penalty: 4192.886719
	Iteration 36Q: 3 clusters Score -542878.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -542886.000000 Penalty: 4192.886719
	Iteration 37Q: 3 clusters Score -542886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -542894.312500 Penalty: 4192.886719
	Iteration 38Q: 3 clusters Score -542894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -542898.562500 Penalty: 4192.886719
	Iteration 39Q: 3 clusters Score -542898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -542907.125000 Penalty: 4192.886719
	Iteration 40F: 3 clusters Score -542907.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -542916.625000 Penalty: 4192.886719
	Iteration 41Q: 3 clusters Score -542916.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -542922.500000 Penalty: 4192.886719
	Iteration 42Q: 3 clusters Score -542922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -542924.500000 Penalty: 4192.886719
	Iteration 43Q: 3 clusters Score -542924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -542926.937500 Penalty: 4192.886719
	Iteration 44Q: 3 clusters Score -542926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -542935.187500 Penalty: 4192.886719
	Iteration 45Q: 3 clusters Score -542935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -542946.750000 Penalty: 4192.886719
	Iteration 46Q: 3 clusters Score -542946.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -542965.375000 Penalty: 4192.886719
	Iteration 47Q: 3 clusters Score -542965.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -542991.000000 Penalty: 4192.886719
	Iteration 48Q: 3 clusters Score -542991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -543011.312500 Penalty: 4192.886719
	Iteration 49Q: 3 clusters Score -543011.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -543034.875000 Penalty: 4192.886719
	Iteration 50Q: 3 clusters Score -543034.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -543061.312500 Penalty: 4192.886719
	Iteration 51Q: 3 clusters Score -543061.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -543077.375000 Penalty: 4192.886719
	Iteration 52Q: 3 clusters Score -543077.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -543094.125000 Penalty: 4192.886719
	Iteration 53Q: 3 clusters Score -543094.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -543109.937500 Penalty: 4192.886719
	Iteration 54Q: 3 clusters Score -543109.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -543125.500000 Penalty: 4192.886719
	Iteration 55Q: 3 clusters Score -543125.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -543143.375000 Penalty: 4192.886719
	Iteration 56Q: 3 clusters Score -543143.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -543166.187500 Penalty: 4192.886719
	Iteration 57Q: 3 clusters Score -543166.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -543187.937500 Penalty: 4192.886719
	Iteration 58Q: 3 clusters Score -543187.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -543226.187500 Penalty: 4192.886719
	Iteration 59Q: 3 clusters Score -543226.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -543268.375000 Penalty: 4192.886719
	Iteration 60F: 3 clusters Score -543268.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -543302.312500 Penalty: 4192.886719
	Iteration 61Q: 3 clusters Score -543302.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -543337.500000 Penalty: 4192.886719
	Iteration 62Q: 3 clusters Score -543337.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -543381.187500 Penalty: 4192.886719
	Iteration 63Q: 3 clusters Score -543381.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -543432.937500 Penalty: 4192.886719
	Iteration 64Q: 3 clusters Score -543432.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -543474.000000 Penalty: 4192.886719
	Iteration 65Q: 3 clusters Score -543474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -543505.687500 Penalty: 4192.886719
	Iteration 66Q: 3 clusters Score -543505.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -543541.687500 Penalty: 4192.886719
	Iteration 67Q: 3 clusters Score -543541.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -543570.750000 Penalty: 4192.886719
	Iteration 68Q: 3 clusters Score -543570.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -543591.562500 Penalty: 4192.886719
	Iteration 69Q: 3 clusters Score -543591.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -543607.687500 Penalty: 4192.886719
	Iteration 70Q: 3 clusters Score -543607.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -543616.250000 Penalty: 4192.886719
	Iteration 71Q: 3 clusters Score -543616.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -543621.875000 Penalty: 4192.886719
	Iteration 72Q: 3 clusters Score -543621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -543625.187500 Penalty: 4192.886719
	Iteration 73Q: 3 clusters Score -543625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -543626.625000 Penalty: 4192.886719
	Iteration 74Q: 3 clusters Score -543626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -543629.125000 Penalty: 4192.886719
	Iteration 75Q: 3 clusters Score -543629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -543631.000000 Penalty: 4192.886719
	Iteration 76Q: 3 clusters Score -543631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -543631.187500 Penalty: 4192.886719
	Iteration 77Q: 3 clusters Score -543631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -543631.937500 Penalty: 4192.886719
	Iteration 78Q: 3 clusters Score -543631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -543631.937500 Penalty: 4192.886719
	Iteration 79F: 3 clusters Score -543631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117426 members 
Entering Unmasked Estep 
Score: -15338560.000000 Penalty: 2895.043945
	Iteration 0F: 2 clusters Score -1.533856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -15260092.000000 Penalty: 5790.087891
	Iteration 0F: 3 clusters Score -1.526009e+07 nChanged 55710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -15292774.000000 Penalty: 5790.087891
	Iteration 1F: 3 clusters Score -1.529277e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -15294549.000000 Penalty: 5790.087891
	Iteration 2Q: 3 clusters Score -1.529455e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -15297246.000000 Penalty: 5790.087891
	Iteration 3F: 3 clusters Score -1.529725e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -15301437.000000 Penalty: 5790.087891
	Iteration 4F: 3 clusters Score -1.530144e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -15307628.000000 Penalty: 5790.087891
	Iteration 5F: 3 clusters Score -1.530763e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -15314612.000000 Penalty: 5790.087891
	Iteration 6F: 3 clusters Score -1.531461e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -15320827.000000 Penalty: 5790.087891
	Iteration 7F: 3 clusters Score -1.532083e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -15325520.000000 Penalty: 5790.087891
	Iteration 8Q: 3 clusters Score -1.532552e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -15328919.000000 Penalty: 5790.087891
	Iteration 9Q: 3 clusters Score -1.532892e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -15331003.000000 Penalty: 5790.087891
	Iteration 10Q: 3 clusters Score -1.5331e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -15332343.000000 Penalty: 5790.087891
	Iteration 11Q: 3 clusters Score -1.533234e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -15333245.000000 Penalty: 5790.087891
	Iteration 12Q: 3 clusters Score -1.533324e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -15333817.000000 Penalty: 5790.087891
	Iteration 13Q: 3 clusters Score -1.533382e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -15334252.000000 Penalty: 5790.087891
	Iteration 14Q: 3 clusters Score -1.533425e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -15334601.000000 Penalty: 5790.087891
	Iteration 15Q: 3 clusters Score -1.53346e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -15334856.000000 Penalty: 5790.087891
	Iteration 16Q: 3 clusters Score -1.533486e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -15335111.000000 Penalty: 5790.087891
	Iteration 17Q: 3 clusters Score -1.533511e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -15335305.000000 Penalty: 5790.087891
	Iteration 18Q: 3 clusters Score -1.53353e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -15335475.000000 Penalty: 5790.087891
	Iteration 19Q: 3 clusters Score -1.533548e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -15335578.000000 Penalty: 5790.087891
	Iteration 20F: 3 clusters Score -1.533558e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -15335689.000000 Penalty: 5790.087891
	Iteration 21Q: 3 clusters Score -1.533569e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -15335836.000000 Penalty: 5790.087891
	Iteration 22Q: 3 clusters Score -1.533584e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115685 members 
Entering Unmasked Estep 
Score: -15335921.000000 Penalty: 5790.087891
	Iteration 23Q: 3 clusters Score -1.533592e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 115825 members 
Entering Unmasked Estep 
Score: -15335944.000000 Penalty: 5790.087891
	Iteration 24Q: 3 clusters Score -1.533594e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -15335986.000000 Penalty: 5790.087891
	Iteration 25Q: 3 clusters Score -1.533599e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -15336039.000000 Penalty: 5790.087891
	Iteration 26Q: 3 clusters Score -1.533604e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -15336112.000000 Penalty: 5790.087891
	Iteration 27Q: 3 clusters Score -1.533611e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -15336144.000000 Penalty: 5790.087891
	Iteration 28Q: 3 clusters Score -1.533614e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -15336158.000000 Penalty: 5790.087891
	Iteration 29Q: 3 clusters Score -1.533616e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -15336182.000000 Penalty: 5790.087891
	Iteration 30Q: 3 clusters Score -1.533618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 116314 members 
Entering Unmasked Estep 
Score: -15336207.000000 Penalty: 5790.087891
	Iteration 31Q: 3 clusters Score -1.533621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -15336226.000000 Penalty: 5790.087891
	Iteration 32Q: 3 clusters Score -1.533623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -15336222.000000 Penalty: 5790.087891
	Iteration 33Q: 3 clusters Score -1.533622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 116406 members 
Entering Unmasked Estep 
Score: -15336242.000000 Penalty: 5790.087891
	Iteration 34Q: 3 clusters Score -1.533624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -15336239.000000 Penalty: 5790.087891
	Iteration 35Q: 3 clusters Score -1.533624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 116432 members 
Entering Unmasked Estep 
Score: -15336226.000000 Penalty: 5790.087891
	Iteration 36Q: 3 clusters Score -1.533623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 116441 members 
Entering Unmasked Estep 
Score: -15336230.000000 Penalty: 5790.087891
	Iteration 37Q: 3 clusters Score -1.533623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -15336238.000000 Penalty: 5790.087891
	Iteration 38Q: 3 clusters Score -1.533624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
Score: -15336237.000000 Penalty: 5790.087891
	Iteration 39Q: 3 clusters Score -1.533624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -15336249.000000 Penalty: 5790.087891
	Iteration 40F: 3 clusters Score -1.533625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -15336254.000000 Penalty: 5790.087891
	Iteration 41Q: 3 clusters Score -1.533625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 116470 members 
Entering Unmasked Estep 
Score: -15336256.000000 Penalty: 5790.087891
	Iteration 42Q: 3 clusters Score -1.533626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -15336255.000000 Penalty: 5790.087891
	Iteration 43Q: 3 clusters Score -1.533626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -15336259.000000 Penalty: 5790.087891
	Iteration 44Q: 3 clusters Score -1.533626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -15336263.000000 Penalty: 5790.087891
	Iteration 45Q: 3 clusters Score -1.533626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -15336268.000000 Penalty: 5790.087891
	Iteration 46Q: 3 clusters Score -1.533627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
Score: -15336270.000000 Penalty: 5790.087891
	Iteration 47Q: 3 clusters Score -1.533627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 116489 members 
Entering Unmasked Estep 
Score: -15336273.000000 Penalty: 5790.087891
	Iteration 48Q: 3 clusters Score -1.533627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 116489 members 
Entering Unmasked Estep 
Score: -15336273.000000 Penalty: 5790.087891
	Iteration 49F: 3 clusters Score -1.533627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Entering Unmasked Estep 
Score: -6164444.500000 Penalty: 2671.506592
	Iteration 0F: 2 clusters Score -6164444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -6132166.000000 Penalty: 5343.013184
	Iteration 0F: 3 clusters Score -6132166 nChanged 21997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6144683.500000 Penalty: 5343.013184
	Iteration 1F: 3 clusters Score -6144684 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6145972.500000 Penalty: 5343.013184
	Iteration 2F: 3 clusters Score -6145972 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6147910.500000 Penalty: 5343.013184
	Iteration 3F: 3 clusters Score -6147910 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -6150296.000000 Penalty: 5343.013184
	Iteration 4F: 3 clusters Score -6150296 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6152930.000000 Penalty: 5343.013184
	Iteration 5F: 3 clusters Score -6152930 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6155308.500000 Penalty: 5343.013184
	Iteration 6F: 3 clusters Score -6155308 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -6157010.000000 Penalty: 5343.013184
	Iteration 7F: 3 clusters Score -6157010 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -6158103.000000 Penalty: 5343.013184
	Iteration 8Q: 3 clusters Score -6158103 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -6158850.000000 Penalty: 5343.013184
	Iteration 9Q: 3 clusters Score -6158850 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -6159480.500000 Penalty: 5343.013184
	Iteration 10Q: 3 clusters Score -6159480 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -6160032.500000 Penalty: 5343.013184
	Iteration 11Q: 3 clusters Score -6160032 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -6160561.000000 Penalty: 5343.013184
	Iteration 12Q: 3 clusters Score -6160561 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -6160979.000000 Penalty: 5343.013184
	Iteration 13Q: 3 clusters Score -6160979 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -6161296.500000 Penalty: 5343.013184
	Iteration 14Q: 3 clusters Score -6161296 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -6161565.000000 Penalty: 5343.013184
	Iteration 15Q: 3 clusters Score -6161565 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6161811.500000 Penalty: 5343.013184
	Iteration 16Q: 3 clusters Score -6161812 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -6162003.500000 Penalty: 5343.013184
	Iteration 17Q: 3 clusters Score -6162004 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -6162168.500000 Penalty: 5343.013184
	Iteration 18Q: 3 clusters Score -6162168 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -6162313.500000 Penalty: 5343.013184
	Iteration 19Q: 3 clusters Score -6162314 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6162432.500000 Penalty: 5343.013184
	Iteration 20F: 3 clusters Score -6162432 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -6162522.500000 Penalty: 5343.013184
	Iteration 21Q: 3 clusters Score -6162522 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6162607.000000 Penalty: 5343.013184
	Iteration 22Q: 3 clusters Score -6162607 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -6162686.000000 Penalty: 5343.013184
	Iteration 23Q: 3 clusters Score -6162686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6162722.000000 Penalty: 5343.013184
	Iteration 24Q: 3 clusters Score -6162722 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -6162768.000000 Penalty: 5343.013184
	Iteration 25Q: 3 clusters Score -6162768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -6162853.500000 Penalty: 5343.013184
	Iteration 26Q: 3 clusters Score -6162854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6162931.000000 Penalty: 5343.013184
	Iteration 27Q: 3 clusters Score -6162931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6162978.000000 Penalty: 5343.013184
	Iteration 28Q: 3 clusters Score -6162978 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6163048.000000 Penalty: 5343.013184
	Iteration 29Q: 3 clusters Score -6163048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6163080.000000 Penalty: 5343.013184
	Iteration 30Q: 3 clusters Score -6163080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6163108.000000 Penalty: 5343.013184
	Iteration 31Q: 3 clusters Score -6163108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -6163132.500000 Penalty: 5343.013184
	Iteration 32Q: 3 clusters Score -6163132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6163159.500000 Penalty: 5343.013184
	Iteration 33Q: 3 clusters Score -6163160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6163186.500000 Penalty: 5343.013184
	Iteration 34Q: 3 clusters Score -6163186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6163218.000000 Penalty: 5343.013184
	Iteration 35Q: 3 clusters Score -6163218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6163243.000000 Penalty: 5343.013184
	Iteration 36Q: 3 clusters Score -6163243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6163278.500000 Penalty: 5343.013184
	Iteration 37Q: 3 clusters Score -6163278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6163314.000000 Penalty: 5343.013184
	Iteration 38Q: 3 clusters Score -6163314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -6163341.500000 Penalty: 5343.013184
	Iteration 39Q: 3 clusters Score -6163342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6163361.500000 Penalty: 5343.013184
	Iteration 40F: 3 clusters Score -6163362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6163356.000000 Penalty: 5343.013184
	Iteration 41Q: 3 clusters Score -6163356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -6163364.000000 Penalty: 5343.013184
	Iteration 42Q: 3 clusters Score -6163364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6163369.000000 Penalty: 5343.013184
	Iteration 43Q: 3 clusters Score -6163369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6163366.000000 Penalty: 5343.013184
	Iteration 44Q: 3 clusters Score -6163366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6163366.500000 Penalty: 5343.013184
	Iteration 45Q: 3 clusters Score -6163366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6163365.000000 Penalty: 5343.013184
	Iteration 46Q: 3 clusters Score -6163365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6163376.000000 Penalty: 5343.013184
	Iteration 47Q: 3 clusters Score -6163376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6163375.500000 Penalty: 5343.013184
	Iteration 48Q: 3 clusters Score -6163376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6163384.000000 Penalty: 5343.013184
	Iteration 49Q: 3 clusters Score -6163384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6163384.500000 Penalty: 5343.013184
	Iteration 50Q: 3 clusters Score -6163384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6163382.000000 Penalty: 5343.013184
	Iteration 51Q: 3 clusters Score -6163382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6163369.500000 Penalty: 5343.013184
	Iteration 52Q: 3 clusters Score -6163370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6163364.500000 Penalty: 5343.013184
	Iteration 53Q: 3 clusters Score -6163364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6163361.500000 Penalty: 5343.013184
	Iteration 54Q: 3 clusters Score -6163362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6163363.500000 Penalty: 5343.013184
	Iteration 55Q: 3 clusters Score -6163364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6163365.500000 Penalty: 5343.013184
	Iteration 56Q: 3 clusters Score -6163366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6163371.000000 Penalty: 5343.013184
	Iteration 57Q: 3 clusters Score -6163371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6163362.000000 Penalty: 5343.013184
	Iteration 58Q: 3 clusters Score -6163362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -6163368.500000 Penalty: 5343.013184
	Iteration 59Q: 3 clusters Score -6163368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6163366.000000 Penalty: 5343.013184
	Iteration 60F: 3 clusters Score -6163366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6163364.500000 Penalty: 5343.013184
	Iteration 61Q: 3 clusters Score -6163364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6163357.000000 Penalty: 5343.013184
	Iteration 62Q: 3 clusters Score -6163357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6163354.000000 Penalty: 5343.013184
	Iteration 63Q: 3 clusters Score -6163354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6163360.500000 Penalty: 5343.013184
	Iteration 64Q: 3 clusters Score -6163360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6163366.000000 Penalty: 5343.013184
	Iteration 65Q: 3 clusters Score -6163366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6163364.000000 Penalty: 5343.013184
	Iteration 66Q: 3 clusters Score -6163364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -6163362.500000 Penalty: 5343.013184
	Iteration 67Q: 3 clusters Score -6163362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6163362.500000 Penalty: 5343.013184
	Iteration 68Q: 3 clusters Score -6163362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6163362.500000 Penalty: 5343.013184
	Iteration 69F: 3 clusters Score -6163362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -200359.218750 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -200359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197931.125000 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -197931.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198326.500000 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -198326.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198427.140625 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -198427.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -198492.109375 Penalty: 3694.373535
	Iteration 3Q: 3 clusters Score -198492.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198544.406250 Penalty: 3694.373535
	Iteration 4Q: 3 clusters Score -198544.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -198589.109375 Penalty: 3694.373535
	Iteration 5Q: 3 clusters Score -198589.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198620.890625 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -198620.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198640.906250 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -198640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -198647.359375 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -198647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -198656.593750 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -198656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -198660.390625 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -198660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -198661.140625 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -198661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198663.031250 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -198663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198665.906250 Penalty: 3694.373535
	Iteration 13Q: 3 clusters Score -198665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198667.843750 Penalty: 3694.373535
	Iteration 14Q: 3 clusters Score -198667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198667.890625 Penalty: 3694.373535
	Iteration 15Q: 3 clusters Score -198667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198667.890625 Penalty: 3694.373535
	Iteration 16F: 3 clusters Score -198667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -517766.093750 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -517766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -513716.375000 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -513716.4 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -514718.656250 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -514718.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -515067.687500 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -515067.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -515392.593750 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -515392.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -515638.281250 Penalty: 4143.567871
	Iteration 4F: 3 clusters Score -515638.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -515795.812500 Penalty: 4143.567871
	Iteration 5F: 3 clusters Score -515795.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -515913.093750 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -515913.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -516022.500000 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -516022.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -516098.843750 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -516098.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -516178.906250 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -516178.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -516230.656250 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -516230.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -516268.062500 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -516268.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -516302.906250 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -516302.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -516322.000000 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -516322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -516335.625000 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -516335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -516343.312500 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -516343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -516345.531250 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -516345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -516347.718750 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -516347.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -516353.687500 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -516353.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -516360.125000 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -516360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -516364.625000 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -516364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -516368.125000 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -516368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -516370.312500 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -516370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -516373.125000 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -516373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -516376.250000 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -516376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -516379.968750 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -516380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -516384.500000 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -516384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -516387.000000 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -516387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -516389.812500 Penalty: 4143.567871
	Iteration 28Q: 3 clusters Score -516389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -516392.437500 Penalty: 4143.567871
	Iteration 29Q: 3 clusters Score -516392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -516393.875000 Penalty: 4143.567871
	Iteration 30Q: 3 clusters Score -516393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -516395.625000 Penalty: 4143.567871
	Iteration 31Q: 3 clusters Score -516395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -516396.937500 Penalty: 4143.567871
	Iteration 32Q: 3 clusters Score -516396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -516398.656250 Penalty: 4143.567871
	Iteration 33Q: 3 clusters Score -516398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -516399.750000 Penalty: 4143.567871
	Iteration 34Q: 3 clusters Score -516399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -516399.937500 Penalty: 4143.567871
	Iteration 35Q: 3 clusters Score -516399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -516402.187500 Penalty: 4143.567871
	Iteration 36Q: 3 clusters Score -516402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -516401.718750 Penalty: 4143.567871
	Iteration 37Q: 3 clusters Score -516401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -516403.218750 Penalty: 4143.567871
	Iteration 38Q: 3 clusters Score -516403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -516404.531250 Penalty: 4143.567871
	Iteration 39Q: 3 clusters Score -516404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -516405.531250 Penalty: 4143.567871
	Iteration 40F: 3 clusters Score -516405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -516406.281250 Penalty: 4143.567871
	Iteration 41Q: 3 clusters Score -516406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -516407.406250 Penalty: 4143.567871
	Iteration 42Q: 3 clusters Score -516407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -516407.406250 Penalty: 4143.567871
	Iteration 43F: 3 clusters Score -516407.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31948.414062 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31948.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32046.591797 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32046.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32064.306641 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32064.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32077.556641 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32077.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32093.316406 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32093.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32095.929688 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -32095.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32098.902344 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -32098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32100.767578 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -32100.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32100.767578 Penalty: 2791.300049
	Iteration 8F: 3 clusters Score -32100.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -832658.625000 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -832658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -827231.500000 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -827231.5 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -828665.875000 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -828665.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -828924.187500 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -828924.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -829095.437500 Penalty: 4347.666992
	Iteration 3Q: 3 clusters Score -829095.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -829212.250000 Penalty: 4347.666992
	Iteration 4Q: 3 clusters Score -829212.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -829321.250000 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -829321.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -829441.625000 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -829441.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -829575.625000 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -829575.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -829735.375000 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -829735.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -829894.937500 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -829894.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -830058.625000 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -830058.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -830197.187500 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -830197.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -830339.687500 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -830339.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -830452.812500 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -830452.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -830556.625000 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -830556.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -830647.750000 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -830647.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -830723.437500 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -830723.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -830772.062500 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -830772.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -830818.312500 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -830818.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -830858.125000 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -830858.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -830882.875000 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -830882.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -830907.187500 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -830907.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -830922.125000 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -830922.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -830937.000000 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -830937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -830952.250000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -830952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -830969.687500 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -830969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -830976.187500 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -830976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -830977.937500 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -830977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -830982.125000 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -830982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -830988.875000 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -830988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -830990.000000 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -830990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -830991.500000 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -830991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -830994.375000 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -830994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -830995.250000 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -830995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -830995.750000 Penalty: 4347.666992
	Iteration 34Q: 3 clusters Score -830995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -830996.812500 Penalty: 4347.666992
	Iteration 35Q: 3 clusters Score -830996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -830996.812500 Penalty: 4347.666992
	Iteration 36F: 3 clusters Score -830996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Entering Unmasked Estep 
Score: -1104911.000000 Penalty: 2240.954346
	Iteration 0F: 2 clusters Score -1104911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1098194.250000 Penalty: 4481.908691
	Iteration 0F: 3 clusters Score -1098194 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1100069.125000 Penalty: 4481.908691
	Iteration 1F: 3 clusters Score -1100069 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1100366.875000 Penalty: 4481.908691
	Iteration 2F: 3 clusters Score -1100367 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1100573.000000 Penalty: 4481.908691
	Iteration 3F: 3 clusters Score -1100573 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1100741.125000 Penalty: 4481.908691
	Iteration 4Q: 3 clusters Score -1100741 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1100885.375000 Penalty: 4481.908691
	Iteration 5Q: 3 clusters Score -1100885 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1101011.625000 Penalty: 4481.908691
	Iteration 6Q: 3 clusters Score -1101012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1101121.500000 Penalty: 4481.908691
	Iteration 7Q: 3 clusters Score -1101122 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1101223.250000 Penalty: 4481.908691
	Iteration 8Q: 3 clusters Score -1101223 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1101335.875000 Penalty: 4481.908691
	Iteration 9Q: 3 clusters Score -1101336 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1101473.500000 Penalty: 4481.908691
	Iteration 10Q: 3 clusters Score -1101474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1101604.250000 Penalty: 4481.908691
	Iteration 11Q: 3 clusters Score -1101604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1101746.750000 Penalty: 4481.908691
	Iteration 12Q: 3 clusters Score -1101747 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1101892.625000 Penalty: 4481.908691
	Iteration 13Q: 3 clusters Score -1101893 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1102024.250000 Penalty: 4481.908691
	Iteration 14Q: 3 clusters Score -1102024 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1102138.500000 Penalty: 4481.908691
	Iteration 15Q: 3 clusters Score -1102138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1102251.000000 Penalty: 4481.908691
	Iteration 16Q: 3 clusters Score -1102251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1102358.625000 Penalty: 4481.908691
	Iteration 17Q: 3 clusters Score -1102359 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1102471.750000 Penalty: 4481.908691
	Iteration 18Q: 3 clusters Score -1102472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1102583.375000 Penalty: 4481.908691
	Iteration 19Q: 3 clusters Score -1102583 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1102661.750000 Penalty: 4481.908691
	Iteration 20F: 3 clusters Score -1102662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1102727.875000 Penalty: 4481.908691
	Iteration 21Q: 3 clusters Score -1102728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1102778.500000 Penalty: 4481.908691
	Iteration 22Q: 3 clusters Score -1102778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1102815.875000 Penalty: 4481.908691
	Iteration 23Q: 3 clusters Score -1102816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1102846.000000 Penalty: 4481.908691
	Iteration 24Q: 3 clusters Score -1102846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1102863.375000 Penalty: 4481.908691
	Iteration 25Q: 3 clusters Score -1102863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1102879.000000 Penalty: 4481.908691
	Iteration 26Q: 3 clusters Score -1102879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1102884.125000 Penalty: 4481.908691
	Iteration 27Q: 3 clusters Score -1102884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1102889.500000 Penalty: 4481.908691
	Iteration 28Q: 3 clusters Score -1102890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1102900.125000 Penalty: 4481.908691
	Iteration 29Q: 3 clusters Score -1102900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1102912.250000 Penalty: 4481.908691
	Iteration 30Q: 3 clusters Score -1102912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1102918.250000 Penalty: 4481.908691
	Iteration 31Q: 3 clusters Score -1102918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1102922.625000 Penalty: 4481.908691
	Iteration 32Q: 3 clusters Score -1102923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1102923.875000 Penalty: 4481.908691
	Iteration 33Q: 3 clusters Score -1102924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1102926.750000 Penalty: 4481.908691
	Iteration 34Q: 3 clusters Score -1102927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1102930.125000 Penalty: 4481.908691
	Iteration 35Q: 3 clusters Score -1102930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1102932.500000 Penalty: 4481.908691
	Iteration 36Q: 3 clusters Score -1102932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1102933.250000 Penalty: 4481.908691
	Iteration 37Q: 3 clusters Score -1102933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1102933.625000 Penalty: 4481.908691
	Iteration 38Q: 3 clusters Score -1102934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1102933.625000 Penalty: 4481.908691
	Iteration 39Q: 3 clusters Score -1102934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1102933.250000 Penalty: 4481.908691
	Iteration 40F: 3 clusters Score -1102933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1102934.625000 Penalty: 4481.908691
	Iteration 41Q: 3 clusters Score -1102935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1102937.250000 Penalty: 4481.908691
	Iteration 42Q: 3 clusters Score -1102937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1102941.750000 Penalty: 4481.908691
	Iteration 43Q: 3 clusters Score -1102942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1102942.375000 Penalty: 4481.908691
	Iteration 44Q: 3 clusters Score -1102942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1102942.125000 Penalty: 4481.908691
	Iteration 45Q: 3 clusters Score -1102942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1102943.750000 Penalty: 4481.908691
	Iteration 46Q: 3 clusters Score -1102944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1102945.500000 Penalty: 4481.908691
	Iteration 47Q: 3 clusters Score -1102946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1102947.125000 Penalty: 4481.908691
	Iteration 48Q: 3 clusters Score -1102947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1102945.375000 Penalty: 4481.908691
	Iteration 49Q: 3 clusters Score -1102945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1102946.000000 Penalty: 4481.908691
	Iteration 50Q: 3 clusters Score -1102946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1102945.875000 Penalty: 4481.908691
	Iteration 51Q: 3 clusters Score -1102946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1102946.875000 Penalty: 4481.908691
	Iteration 52Q: 3 clusters Score -1102947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1102946.875000 Penalty: 4481.908691
	Iteration 53F: 3 clusters Score -1102947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -1331944.500000 Penalty: 2290.892334
	Iteration 0F: 2 clusters Score -1331944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1324107.125000 Penalty: 4581.784668
	Iteration 0F: 3 clusters Score -1324107 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1326506.000000 Penalty: 4581.784668
	Iteration 1F: 3 clusters Score -1326506 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1326836.625000 Penalty: 4581.784668
	Iteration 2F: 3 clusters Score -1326837 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1327103.250000 Penalty: 4581.784668
	Iteration 3F: 3 clusters Score -1327103 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1327352.375000 Penalty: 4581.784668
	Iteration 4Q: 3 clusters Score -1327352 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1327611.875000 Penalty: 4581.784668
	Iteration 5Q: 3 clusters Score -1327612 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1327946.625000 Penalty: 4581.784668
	Iteration 6Q: 3 clusters Score -1327947 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1328417.500000 Penalty: 4581.784668
	Iteration 7Q: 3 clusters Score -1328418 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1328936.625000 Penalty: 4581.784668
	Iteration 8F: 3 clusters Score -1328937 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1329373.500000 Penalty: 4581.784668
	Iteration 9F: 3 clusters Score -1329374 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1329733.375000 Penalty: 4581.784668
	Iteration 10Q: 3 clusters Score -1329733 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1330046.875000 Penalty: 4581.784668
	Iteration 11Q: 3 clusters Score -1330047 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1330276.250000 Penalty: 4581.784668
	Iteration 12Q: 3 clusters Score -1330276 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1330457.000000 Penalty: 4581.784668
	Iteration 13Q: 3 clusters Score -1330457 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1330596.375000 Penalty: 4581.784668
	Iteration 14Q: 3 clusters Score -1330596 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1330718.750000 Penalty: 4581.784668
	Iteration 15Q: 3 clusters Score -1330719 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1330838.750000 Penalty: 4581.784668
	Iteration 16Q: 3 clusters Score -1330839 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1330970.750000 Penalty: 4581.784668
	Iteration 17Q: 3 clusters Score -1330971 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1331093.875000 Penalty: 4581.784668
	Iteration 18Q: 3 clusters Score -1331094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1331210.750000 Penalty: 4581.784668
	Iteration 19Q: 3 clusters Score -1331211 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1331349.000000 Penalty: 4581.784668
	Iteration 20F: 3 clusters Score -1331349 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1331452.750000 Penalty: 4581.784668
	Iteration 21Q: 3 clusters Score -1331453 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1331539.500000 Penalty: 4581.784668
	Iteration 22Q: 3 clusters Score -1331540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1331612.500000 Penalty: 4581.784668
	Iteration 23Q: 3 clusters Score -1331612 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1331699.250000 Penalty: 4581.784668
	Iteration 24Q: 3 clusters Score -1331699 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1331804.625000 Penalty: 4581.784668
	Iteration 25Q: 3 clusters Score -1331805 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1331930.250000 Penalty: 4581.784668
	Iteration 26Q: 3 clusters Score -1331930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1332048.000000 Penalty: 4581.784668
	Iteration 27Q: 3 clusters Score -1332048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1332181.750000 Penalty: 4581.784668
	Iteration 28Q: 3 clusters Score -1332182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1332289.500000 Penalty: 4581.784668
	Iteration 29Q: 3 clusters Score -1332290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1332371.875000 Penalty: 4581.784668
	Iteration 30Q: 3 clusters Score -1332372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1332406.250000 Penalty: 4581.784668
	Iteration 31Q: 3 clusters Score -1332406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1332436.750000 Penalty: 4581.784668
	Iteration 32Q: 3 clusters Score -1332437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1332455.875000 Penalty: 4581.784668
	Iteration 33Q: 3 clusters Score -1332456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1332461.500000 Penalty: 4581.784668
	Iteration 34Q: 3 clusters Score -1332462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1332464.375000 Penalty: 4581.784668
	Iteration 35Q: 3 clusters Score -1332464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1332466.375000 Penalty: 4581.784668
	Iteration 36Q: 3 clusters Score -1332466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1332463.250000 Penalty: 4581.784668
	Iteration 37Q: 3 clusters Score -1332463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1332465.500000 Penalty: 4581.784668
	Iteration 38Q: 3 clusters Score -1332466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1332465.250000 Penalty: 4581.784668
	Iteration 39Q: 3 clusters Score -1332465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1332469.000000 Penalty: 4581.784668
	Iteration 40F: 3 clusters Score -1332469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1332472.375000 Penalty: 4581.784668
	Iteration 41Q: 3 clusters Score -1332472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1332471.875000 Penalty: 4581.784668
	Iteration 42Q: 3 clusters Score -1332472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1332473.750000 Penalty: 4581.784668
	Iteration 43Q: 3 clusters Score -1332474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1332473.000000 Penalty: 4581.784668
	Iteration 44Q: 3 clusters Score -1332473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1332473.375000 Penalty: 4581.784668
	Iteration 45Q: 3 clusters Score -1332473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1332473.375000 Penalty: 4581.784668
	Iteration 46F: 3 clusters Score -1332473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 117426 members 
Mstep: Class 30 contains 47677 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 8567 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29292 members 
Mstep: Class 44 contains 1708 members 
Entering Unmasked Estep 
Score: -111269280.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111269672.000000 to -111269280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -654802.562500 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -654802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -650225.500000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -650225.5 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -651408.062500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -651408.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -651641.625000 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -651641.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -651782.812500 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -651782.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -651886.687500 Penalty: 4235.709473
	Iteration 4Q: 3 clusters Score -651886.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -651982.375000 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -651982.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -652093.750000 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -652093.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -652214.437500 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -652214.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -652374.312500 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -652374.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -652525.000000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -652525 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -652685.000000 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -652685 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -652846.312500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -652846.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -652988.937500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -652988.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -653102.250000 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -653102.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -653174.812500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -653174.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -653222.812500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -653222.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -653261.187500 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -653261.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -653295.812500 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -653295.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -653314.937500 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -653314.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -653327.562500 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -653327.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -653343.125000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -653343.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -653351.000000 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -653351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -653358.500000 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -653358.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -653366.250000 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -653366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -653371.812500 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -653371.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -653376.375000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -653376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -653381.812500 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -653381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -653384.250000 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -653384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -653385.375000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -653385.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -653390.750000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -653390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -653394.625000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -653394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -653398.437500 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -653398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -653401.437500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -653401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -653402.500000 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -653402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -653405.562500 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -653405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -653405.875000 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -653405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -653405.625000 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -653405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -653405.625000 Penalty: 4235.709473
	Iteration 37F: 3 clusters Score -653405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -506860.312500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506860.3 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -507763.281250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507763.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -508022.062500 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -508022.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -508185.156250 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -508185.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -508306.406250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508306.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -508390.750000 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508390.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -508477.343750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508477.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -508558.843750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508558.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -508620.875000 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508620.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -508685.281250 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508685.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -508752.062500 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508752.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -508817.406250 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508817.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -508879.687500 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508879.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -508930.375000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508930.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -508977.875000 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508977.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -509020.718750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -509020.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -509056.062500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -509056.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -509084.750000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -509084.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -509108.000000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -509108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -509136.531250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -509136.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -509167.781250 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -509167.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -509201.781250 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -509201.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -509223.375000 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -509223.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -509242.812500 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -509242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -509268.031250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -509268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -509302.500000 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -509302.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -509330.062500 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -509330.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -509346.187500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -509346.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -509367.093750 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -509367.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -509382.625000 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -509382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -509395.468750 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -509395.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -509407.156250 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -509407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -509417.625000 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -509417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -509429.312500 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -509429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -509435.343750 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -509435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -509438.593750 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -509438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -509439.781250 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -509439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -509440.843750 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -509440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -509443.093750 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -509443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -509444.593750 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -509444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -509446.531250 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -509446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -509447.468750 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -509447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -509447.656250 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -509447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -509447.656250 Penalty: 4110.988770
	Iteration 43F: 3 clusters Score -509447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -110696.195312 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -110696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108799.781250 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -108799.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -109222.882812 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -109222.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109513.375000 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -109513.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109863.148438 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -109863.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110037.476562 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -110037.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110199.414062 Penalty: 3459.341553
	Iteration 5F: 3 clusters Score -110199.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -110362.718750 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -110362.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110424.664062 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -110424.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110471.351562 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -110471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110491.085938 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -110491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110498.867188 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -110498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110506.039062 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -110506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -110512.531250 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -110512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110515.390625 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -110515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110515.390625 Penalty: 3459.341553
	Iteration 14F: 3 clusters Score -110515.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -383391.156250 Penalty: 2007.026978
	Iteration 0F: 2 clusters Score -383391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -379975.718750 Penalty: 4014.053955
	Iteration 0F: 3 clusters Score -379975.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -380746.906250 Penalty: 4014.053955
	Iteration 1F: 3 clusters Score -380746.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -380905.093750 Penalty: 4014.053955
	Iteration 2F: 3 clusters Score -380905.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -381013.687500 Penalty: 4014.053955
	Iteration 3F: 3 clusters Score -381013.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381084.093750 Penalty: 4014.053955
	Iteration 4Q: 3 clusters Score -381084.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -381130.937500 Penalty: 4014.053955
	Iteration 5Q: 3 clusters Score -381130.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -381181.937500 Penalty: 4014.053955
	Iteration 6Q: 3 clusters Score -381181.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -381234.468750 Penalty: 4014.053955
	Iteration 7Q: 3 clusters Score -381234.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -381304.906250 Penalty: 4014.053955
	Iteration 8Q: 3 clusters Score -381304.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -381370.625000 Penalty: 4014.053955
	Iteration 9Q: 3 clusters Score -381370.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -381435.156250 Penalty: 4014.053955
	Iteration 10Q: 3 clusters Score -381435.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -381492.687500 Penalty: 4014.053955
	Iteration 11Q: 3 clusters Score -381492.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -381552.156250 Penalty: 4014.053955
	Iteration 12Q: 3 clusters Score -381552.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -381593.593750 Penalty: 4014.053955
	Iteration 13Q: 3 clusters Score -381593.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -381629.906250 Penalty: 4014.053955
	Iteration 14Q: 3 clusters Score -381629.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -381668.750000 Penalty: 4014.053955
	Iteration 15Q: 3 clusters Score -381668.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -381702.656250 Penalty: 4014.053955
	Iteration 16Q: 3 clusters Score -381702.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -381734.187500 Penalty: 4014.053955
	Iteration 17Q: 3 clusters Score -381734.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -381765.843750 Penalty: 4014.053955
	Iteration 18Q: 3 clusters Score -381765.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -381802.687500 Penalty: 4014.053955
	Iteration 19Q: 3 clusters Score -381802.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -381842.437500 Penalty: 4014.053955
	Iteration 20F: 3 clusters Score -381842.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -381884.843750 Penalty: 4014.053955
	Iteration 21Q: 3 clusters Score -381884.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -381926.062500 Penalty: 4014.053955
	Iteration 22Q: 3 clusters Score -381926.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -381959.625000 Penalty: 4014.053955
	Iteration 23Q: 3 clusters Score -381959.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -381987.625000 Penalty: 4014.053955
	Iteration 24Q: 3 clusters Score -381987.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -382009.718750 Penalty: 4014.053955
	Iteration 25Q: 3 clusters Score -382009.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -382031.968750 Penalty: 4014.053955
	Iteration 26Q: 3 clusters Score -382032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -382045.250000 Penalty: 4014.053955
	Iteration 27Q: 3 clusters Score -382045.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -382057.656250 Penalty: 4014.053955
	Iteration 28Q: 3 clusters Score -382057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -382068.718750 Penalty: 4014.053955
	Iteration 29Q: 3 clusters Score -382068.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -382085.218750 Penalty: 4014.053955
	Iteration 30Q: 3 clusters Score -382085.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -382100.156250 Penalty: 4014.053955
	Iteration 31Q: 3 clusters Score -382100.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -382111.125000 Penalty: 4014.053955
	Iteration 32Q: 3 clusters Score -382111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -382126.250000 Penalty: 4014.053955
	Iteration 33Q: 3 clusters Score -382126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -382141.843750 Penalty: 4014.053955
	Iteration 34Q: 3 clusters Score -382141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -382151.312500 Penalty: 4014.053955
	Iteration 35Q: 3 clusters Score -382151.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -382160.437500 Penalty: 4014.053955
	Iteration 36Q: 3 clusters Score -382160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -382166.156250 Penalty: 4014.053955
	Iteration 37Q: 3 clusters Score -382166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -382171.500000 Penalty: 4014.053955
	Iteration 38Q: 3 clusters Score -382171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -382173.843750 Penalty: 4014.053955
	Iteration 39Q: 3 clusters Score -382173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -382175.843750 Penalty: 4014.053955
	Iteration 40F: 3 clusters Score -382175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -382176.250000 Penalty: 4014.053955
	Iteration 41Q: 3 clusters Score -382176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -382176.250000 Penalty: 4014.053955
	Iteration 42F: 3 clusters Score -382176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -358374.656250 Penalty: 1973.640381
	Iteration 0F: 2 clusters Score -358374.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -355218.156250 Penalty: 3947.280762
	Iteration 0F: 3 clusters Score -355218.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355938.906250 Penalty: 3947.280762
	Iteration 1F: 3 clusters Score -355938.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -356199.000000 Penalty: 3947.280762
	Iteration 2F: 3 clusters Score -356199 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356479.781250 Penalty: 3947.280762
	Iteration 3F: 3 clusters Score -356479.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -356745.656250 Penalty: 3947.280762
	Iteration 4F: 3 clusters Score -356745.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -357074.718750 Penalty: 3947.280762
	Iteration 5F: 3 clusters Score -357074.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -357327.375000 Penalty: 3947.280762
	Iteration 6F: 3 clusters Score -357327.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -357478.000000 Penalty: 3947.280762
	Iteration 7Q: 3 clusters Score -357478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -357581.843750 Penalty: 3947.280762
	Iteration 8Q: 3 clusters Score -357581.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -357657.187500 Penalty: 3947.280762
	Iteration 9Q: 3 clusters Score -357657.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -357748.687500 Penalty: 3947.280762
	Iteration 10Q: 3 clusters Score -357748.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -357823.750000 Penalty: 3947.280762
	Iteration 11Q: 3 clusters Score -357823.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -357925.500000 Penalty: 3947.280762
	Iteration 12Q: 3 clusters Score -357925.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -357981.593750 Penalty: 3947.280762
	Iteration 13Q: 3 clusters Score -357981.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -358009.375000 Penalty: 3947.280762
	Iteration 14Q: 3 clusters Score -358009.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -358025.906250 Penalty: 3947.280762
	Iteration 15Q: 3 clusters Score -358025.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -358044.156250 Penalty: 3947.280762
	Iteration 16Q: 3 clusters Score -358044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -358057.750000 Penalty: 3947.280762
	Iteration 17Q: 3 clusters Score -358057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -358066.437500 Penalty: 3947.280762
	Iteration 18Q: 3 clusters Score -358066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -358076.218750 Penalty: 3947.280762
	Iteration 19Q: 3 clusters Score -358076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -358080.468750 Penalty: 3947.280762
	Iteration 20F: 3 clusters Score -358080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -358082.000000 Penalty: 3947.280762
	Iteration 21Q: 3 clusters Score -358082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -358083.843750 Penalty: 3947.280762
	Iteration 22Q: 3 clusters Score -358083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -358087.406250 Penalty: 3947.280762
	Iteration 23Q: 3 clusters Score -358087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -358087.906250 Penalty: 3947.280762
	Iteration 24Q: 3 clusters Score -358087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -358089.406250 Penalty: 3947.280762
	Iteration 25Q: 3 clusters Score -358089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -358091.000000 Penalty: 3947.280762
	Iteration 26Q: 3 clusters Score -358091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -358093.687500 Penalty: 3947.280762
	Iteration 27Q: 3 clusters Score -358093.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -358098.781250 Penalty: 3947.280762
	Iteration 28Q: 3 clusters Score -358098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -358104.875000 Penalty: 3947.280762
	Iteration 29Q: 3 clusters Score -358104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -358108.656250 Penalty: 3947.280762
	Iteration 30Q: 3 clusters Score -358108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -358109.375000 Penalty: 3947.280762
	Iteration 31Q: 3 clusters Score -358109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -358113.343750 Penalty: 3947.280762
	Iteration 32Q: 3 clusters Score -358113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -358116.281250 Penalty: 3947.280762
	Iteration 33Q: 3 clusters Score -358116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -358118.250000 Penalty: 3947.280762
	Iteration 34Q: 3 clusters Score -358118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -358120.500000 Penalty: 3947.280762
	Iteration 35Q: 3 clusters Score -358120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -358124.718750 Penalty: 3947.280762
	Iteration 36Q: 3 clusters Score -358124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -358127.906250 Penalty: 3947.280762
	Iteration 37Q: 3 clusters Score -358127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -358129.968750 Penalty: 3947.280762
	Iteration 38Q: 3 clusters Score -358130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -358132.187500 Penalty: 3947.280762
	Iteration 39Q: 3 clusters Score -358132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -358134.906250 Penalty: 3947.280762
	Iteration 40F: 3 clusters Score -358134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -358137.843750 Penalty: 3947.280762
	Iteration 41Q: 3 clusters Score -358137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -358142.093750 Penalty: 3947.280762
	Iteration 42Q: 3 clusters Score -358142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -358144.250000 Penalty: 3947.280762
	Iteration 43Q: 3 clusters Score -358144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -358146.781250 Penalty: 3947.280762
	Iteration 44Q: 3 clusters Score -358146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358150.625000 Penalty: 3947.280762
	Iteration 45Q: 3 clusters Score -358150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -358153.875000 Penalty: 3947.280762
	Iteration 46Q: 3 clusters Score -358153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -358156.125000 Penalty: 3947.280762
	Iteration 47Q: 3 clusters Score -358156.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -358158.656250 Penalty: 3947.280762
	Iteration 48Q: 3 clusters Score -358158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -358162.687500 Penalty: 3947.280762
	Iteration 49Q: 3 clusters Score -358162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -358164.187500 Penalty: 3947.280762
	Iteration 50Q: 3 clusters Score -358164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -358163.843750 Penalty: 3947.280762
	Iteration 51Q: 3 clusters Score -358163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -358166.906250 Penalty: 3947.280762
	Iteration 52Q: 3 clusters Score -358166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -358167.562500 Penalty: 3947.280762
	Iteration 53Q: 3 clusters Score -358167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -358171.562500 Penalty: 3947.280762
	Iteration 54Q: 3 clusters Score -358171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -358173.625000 Penalty: 3947.280762
	Iteration 55Q: 3 clusters Score -358173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -358174.656250 Penalty: 3947.280762
	Iteration 56Q: 3 clusters Score -358174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -358174.656250 Penalty: 3947.280762
	Iteration 57F: 3 clusters Score -358174.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97109.656250 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97109.66 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97351.953125 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97351.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97450.296875 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -97450.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97490.679688 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97490.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97515.140625 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97515.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97526.015625 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97526.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97534.843750 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97534.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97537.554688 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97537.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97540.929688 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -97540.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97546.507812 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -97546.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97552.500000 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -97552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97556.742188 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -97556.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97557.523438 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -97557.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97557.523438 Penalty: 3297.896240
	Iteration 13F: 3 clusters Score -97557.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Entering Unmasked Estep 
Score: -3824316.500000 Penalty: 2550.697266
	Iteration 0F: 2 clusters Score -3824316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3804220.250000 Penalty: 5101.394531
	Iteration 0F: 3 clusters Score -3804220 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3811496.500000 Penalty: 5101.394531
	Iteration 1F: 3 clusters Score -3811496 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3811949.750000 Penalty: 5101.394531
	Iteration 2Q: 3 clusters Score -3811950 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3812316.000000 Penalty: 5101.394531
	Iteration 3Q: 3 clusters Score -3812316 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3812663.250000 Penalty: 5101.394531
	Iteration 4Q: 3 clusters Score -3812663 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3812998.000000 Penalty: 5101.394531
	Iteration 5Q: 3 clusters Score -3812998 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3813362.500000 Penalty: 5101.394531
	Iteration 6Q: 3 clusters Score -3813362 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3813783.750000 Penalty: 5101.394531
	Iteration 7Q: 3 clusters Score -3813784 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3814320.500000 Penalty: 5101.394531
	Iteration 8Q: 3 clusters Score -3814320 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3814935.750000 Penalty: 5101.394531
	Iteration 9Q: 3 clusters Score -3814936 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3815636.750000 Penalty: 5101.394531
	Iteration 10Q: 3 clusters Score -3815637 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3816382.250000 Penalty: 5101.394531
	Iteration 11Q: 3 clusters Score -3816382 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3817336.250000 Penalty: 5101.394531
	Iteration 12Q: 3 clusters Score -3817336 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3818262.000000 Penalty: 5101.394531
	Iteration 13Q: 3 clusters Score -3818262 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3819156.250000 Penalty: 5101.394531
	Iteration 14Q: 3 clusters Score -3819156 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3819939.750000 Penalty: 5101.394531
	Iteration 15Q: 3 clusters Score -3819940 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3820554.000000 Penalty: 5101.394531
	Iteration 16Q: 3 clusters Score -3820554 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3821080.500000 Penalty: 5101.394531
	Iteration 17Q: 3 clusters Score -3821080 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3821405.250000 Penalty: 5101.394531
	Iteration 18Q: 3 clusters Score -3821405 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3821660.250000 Penalty: 5101.394531
	Iteration 19Q: 3 clusters Score -3821660 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3821810.250000 Penalty: 5101.394531
	Iteration 20F: 3 clusters Score -3821810 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3821911.750000 Penalty: 5101.394531
	Iteration 21Q: 3 clusters Score -3821912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3821978.000000 Penalty: 5101.394531
	Iteration 22Q: 3 clusters Score -3821978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3822024.250000 Penalty: 5101.394531
	Iteration 23Q: 3 clusters Score -3822024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3822064.750000 Penalty: 5101.394531
	Iteration 24Q: 3 clusters Score -3822065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3822086.750000 Penalty: 5101.394531
	Iteration 25Q: 3 clusters Score -3822087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3822097.750000 Penalty: 5101.394531
	Iteration 26Q: 3 clusters Score -3822098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3822104.500000 Penalty: 5101.394531
	Iteration 27Q: 3 clusters Score -3822104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3822113.750000 Penalty: 5101.394531
	Iteration 28Q: 3 clusters Score -3822114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3822119.250000 Penalty: 5101.394531
	Iteration 29Q: 3 clusters Score -3822119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3822124.000000 Penalty: 5101.394531
	Iteration 30Q: 3 clusters Score -3822124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3822123.250000 Penalty: 5101.394531
	Iteration 31Q: 3 clusters Score -3822123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3822124.500000 Penalty: 5101.394531
	Iteration 32Q: 3 clusters Score -3822124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3822124.500000 Penalty: 5101.394531
	Iteration 33F: 3 clusters Score -3822124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18209 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 117426 members 
Mstep: Class 30 contains 47677 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269824.000000 Penalty: 145996.140625
Iteration 159Q: 44 clusters Score -1.112698e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 10277 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41077 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161866 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89766 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83040 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 41679 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18202 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 117420 members 
Mstep: Class 30 contains 47681 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10274 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269832.000000 Penalty: 145996.140625
Iteration 160F: 44 clusters Score -1.112698e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 10265 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41060 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161866 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89764 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83039 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18199 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4693 members 
Mstep: Class 29 contains 117416 members 
Mstep: Class 30 contains 47683 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269864.000000 Penalty: 145996.140625
Iteration 161Q: 44 clusters Score -1.112699e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41037 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161865 members 
Mstep: Class 12 contains 5918 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83040 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18192 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 117417 members 
Mstep: Class 30 contains 47683 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269888.000000 Penalty: 145996.140625
Iteration 162Q: 44 clusters Score -1.112699e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 10243 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 41012 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 161865 members 
Mstep: Class 12 contains 5920 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83044 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41688 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18186 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 117416 members 
Mstep: Class 30 contains 47683 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10278 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269912.000000 Penalty: 145996.140625
Iteration 163Q: 44 clusters Score -1.112699e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40992 members 
Mstep: Class 10 contains 7315 members 
Mstep: Class 11 contains 161862 members 
Mstep: Class 12 contains 5920 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83048 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18172 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4698 members 
Mstep: Class 29 contains 117415 members 
Mstep: Class 30 contains 47684 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269880.000000 Penalty: 145996.140625
Iteration 164Q: 44 clusters Score -1.112699e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40986 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161862 members 
Mstep: Class 12 contains 5920 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83054 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41696 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18158 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 117412 members 
Mstep: Class 30 contains 47684 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269928.000000 Penalty: 145996.140625
Iteration 165Q: 44 clusters Score -1.112699e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161861 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83059 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41699 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18152 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 117411 members 
Mstep: Class 30 contains 47687 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270008.000000 Penalty: 145996.140625
Iteration 166Q: 44 clusters Score -1.1127e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 10150 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40956 members 
Mstep: Class 10 contains 7321 members 
Mstep: Class 11 contains 161859 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83060 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41700 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18150 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4701 members 
Mstep: Class 29 contains 117409 members 
Mstep: Class 30 contains 47692 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2859 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269936.000000 Penalty: 145996.140625
Iteration 167Q: 44 clusters Score -1.112699e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40960 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161857 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83064 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41705 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18149 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 117409 members 
Mstep: Class 30 contains 47696 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2860 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269992.000000 Penalty: 145996.140625
Iteration 168Q: 44 clusters Score -1.1127e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40961 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161857 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83066 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41707 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18149 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4705 members 
Mstep: Class 29 contains 117403 members 
Mstep: Class 30 contains 47699 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2861 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269952.000000 Penalty: 145996.140625
Iteration 169Q: 44 clusters Score -1.1127e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161856 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83076 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41709 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4710 members 
Mstep: Class 29 contains 117398 members 
Mstep: Class 30 contains 47700 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8402 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2862 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270096.000000 Penalty: 145996.140625
Iteration 170Q: 44 clusters Score -1.112701e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 10040 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40952 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83082 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41716 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 4714 members 
Mstep: Class 29 contains 117394 members 
Mstep: Class 30 contains 47701 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8402 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2863 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270064.000000 Penalty: 145996.140625
Iteration 171Q: 44 clusters Score -1.112701e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40945 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83086 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41705 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24191 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 117391 members 
Mstep: Class 30 contains 47708 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8403 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2866 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270040.000000 Penalty: 145996.140625
Iteration 172Q: 44 clusters Score -1.1127e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 10005 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40937 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 83092 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41707 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4723 members 
Mstep: Class 29 contains 117386 members 
Mstep: Class 30 contains 47711 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8404 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2867 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269880.000000 Penalty: 145996.140625
Iteration 173Q: 44 clusters Score -1.112699e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9990 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40929 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83097 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41704 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24191 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 117384 members 
Mstep: Class 30 contains 47712 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8405 members 
Mstep: Class 36 contains 10284 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2870 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269944.000000 Penalty: 145996.140625
Iteration 174Q: 44 clusters Score -1.112699e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5388 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9982 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40911 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83101 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41707 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24191 members 
Mstep: Class 28 contains 4726 members 
Mstep: Class 29 contains 117379 members 
Mstep: Class 30 contains 47712 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4241 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8406 members 
Mstep: Class 36 contains 10284 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2868 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269848.000000 Penalty: 145996.140625
Iteration 175Q: 44 clusters Score -1.112698e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9982 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40882 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83106 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41709 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 117377 members 
Mstep: Class 30 contains 47714 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8407 members 
Mstep: Class 36 contains 10284 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2871 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270008.000000 Penalty: 145996.140625
Iteration 176Q: 44 clusters Score -1.1127e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9977 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40859 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89763 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83106 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41713 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18117 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 117377 members 
Mstep: Class 30 contains 47714 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8408 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270080.000000 Penalty: 145996.140625
Iteration 177Q: 44 clusters Score -1.112701e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9971 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40841 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83107 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18113 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4729 members 
Mstep: Class 29 contains 117374 members 
Mstep: Class 30 contains 47715 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4241 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270112.000000 Penalty: 145996.140625
Iteration 178Q: 44 clusters Score -1.112701e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9963 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40825 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83110 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18109 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4730 members 
Mstep: Class 29 contains 117372 members 
Mstep: Class 30 contains 47716 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270096.000000 Penalty: 145996.140625
Iteration 179Q: 44 clusters Score -1.112701e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40810 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83109 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41721 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18108 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4731 members 
Mstep: Class 29 contains 117368 members 
Mstep: Class 30 contains 47717 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270120.000000 Penalty: 145996.140625
Iteration 180F: 44 clusters Score -1.112701e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9927 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40806 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83112 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41719 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18106 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4734 members 
Mstep: Class 29 contains 117368 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270152.000000 Penalty: 145996.140625
Iteration 181Q: 44 clusters Score -1.112702e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9916 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40789 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83114 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18104 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4735 members 
Mstep: Class 29 contains 117366 members 
Mstep: Class 30 contains 47720 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270096.000000 Penalty: 145996.140625
Iteration 182Q: 44 clusters Score -1.112701e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9901 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40768 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83117 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41722 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18107 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 117366 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270064.000000 Penalty: 145996.140625
Iteration 183Q: 44 clusters Score -1.112701e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9884 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40762 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83118 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41730 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18107 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 117366 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270040.000000 Penalty: 145996.140625
Iteration 184Q: 44 clusters Score -1.1127e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 9871 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40744 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83120 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41736 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18114 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270080.000000 Penalty: 145996.140625
Iteration 185Q: 44 clusters Score -1.112701e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9864 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40727 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41742 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18109 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 29995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270120.000000 Penalty: 145996.140625
Iteration 186Q: 44 clusters Score -1.112701e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40710 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41746 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18108 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270168.000000 Penalty: 145996.140625
Iteration 187Q: 44 clusters Score -1.112702e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40693 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89759 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83119 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18105 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270096.000000 Penalty: 145996.140625
Iteration 188Q: 44 clusters Score -1.112701e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40671 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89759 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83117 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41753 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18101 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270152.000000 Penalty: 145996.140625
Iteration 189Q: 44 clusters Score -1.112702e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40657 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83116 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41758 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270144.000000 Penalty: 145996.140625
Iteration 190Q: 44 clusters Score -1.112701e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89763 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 83119 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41753 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18099 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270272.000000 Penalty: 145996.140625
Iteration 191Q: 44 clusters Score -1.112703e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40636 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83118 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41756 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270160.000000 Penalty: 145996.140625
Iteration 192Q: 44 clusters Score -1.112702e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40624 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83117 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41758 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18094 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270088.000000 Penalty: 145996.140625
Iteration 193Q: 44 clusters Score -1.112701e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40624 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83115 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41761 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18091 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270104.000000 Penalty: 145996.140625
Iteration 194Q: 44 clusters Score -1.112701e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40621 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83117 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41758 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18088 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270192.000000 Penalty: 145996.140625
Iteration 195Q: 44 clusters Score -1.112702e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40624 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89762 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83116 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41757 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18091 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 196Q: 44 clusters Score -1.112702e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9829 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40621 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83119 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41756 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18090 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47727 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270240.000000 Penalty: 145996.140625
Iteration 197Q: 44 clusters Score -1.112702e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40622 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83122 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 41754 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18089 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117361 members 
Mstep: Class 30 contains 47728 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270192.000000 Penalty: 145996.140625
Iteration 198Q: 44 clusters Score -1.112702e+08 nChanged 29
Entering ConstructFrom: 
Score: -111270192.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -794989.062500 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -794989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -789643.062500 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -789643.1 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -791089.125000 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -791089.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -791456.562500 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -791456.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -791858.250000 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -791858.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -792367.750000 Penalty: 4343.314453
	Iteration 4F: 3 clusters Score -792367.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -793043.875000 Penalty: 4343.314453
	Iteration 5F: 3 clusters Score -793043.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -793672.812500 Penalty: 4343.314453
	Iteration 6F: 3 clusters Score -793672.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -794161.562500 Penalty: 4343.314453
	Iteration 7F: 3 clusters Score -794161.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -794451.000000 Penalty: 4343.314453
	Iteration 8Q: 3 clusters Score -794451 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -794596.437500 Penalty: 4343.314453
	Iteration 9Q: 3 clusters Score -794596.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -794676.875000 Penalty: 4343.314453
	Iteration 10Q: 3 clusters Score -794676.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -794724.062500 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -794724.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -794750.250000 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -794750.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -794766.875000 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -794766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -794785.000000 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -794785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -794809.187500 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -794809.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -794827.437500 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -794827.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -794848.437500 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -794848.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -794874.187500 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -794874.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -794907.375000 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -794907.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -794953.250000 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -794953.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -795064.625000 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -795064.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -795239.625000 Penalty: 4343.314453
	Iteration 22Q: 3 clusters Score -795239.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -795285.875000 Penalty: 4343.314453
	Iteration 23Q: 3 clusters Score -795285.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -795302.437500 Penalty: 4343.314453
	Iteration 24Q: 3 clusters Score -795302.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -795321.875000 Penalty: 4343.314453
	Iteration 25Q: 3 clusters Score -795321.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -795337.187500 Penalty: 4343.314453
	Iteration 26Q: 3 clusters Score -795337.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -795351.437500 Penalty: 4343.314453
	Iteration 27Q: 3 clusters Score -795351.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -795359.562500 Penalty: 4343.314453
	Iteration 28Q: 3 clusters Score -795359.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -795366.750000 Penalty: 4343.314453
	Iteration 29Q: 3 clusters Score -795366.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -795373.750000 Penalty: 4343.314453
	Iteration 30Q: 3 clusters Score -795373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -795381.250000 Penalty: 4343.314453
	Iteration 31Q: 3 clusters Score -795381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -795386.500000 Penalty: 4343.314453
	Iteration 32Q: 3 clusters Score -795386.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -795394.000000 Penalty: 4343.314453
	Iteration 33Q: 3 clusters Score -795394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -795397.375000 Penalty: 4343.314453
	Iteration 34Q: 3 clusters Score -795397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -795401.000000 Penalty: 4343.314453
	Iteration 35Q: 3 clusters Score -795401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -795406.500000 Penalty: 4343.314453
	Iteration 36Q: 3 clusters Score -795406.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -795419.937500 Penalty: 4343.314453
	Iteration 37Q: 3 clusters Score -795419.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -795427.000000 Penalty: 4343.314453
	Iteration 38Q: 3 clusters Score -795427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -795432.500000 Penalty: 4343.314453
	Iteration 39Q: 3 clusters Score -795432.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -795441.937500 Penalty: 4343.314453
	Iteration 40F: 3 clusters Score -795441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -795447.812500 Penalty: 4343.314453
	Iteration 41Q: 3 clusters Score -795447.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -795455.937500 Penalty: 4343.314453
	Iteration 42Q: 3 clusters Score -795455.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -795466.937500 Penalty: 4343.314453
	Iteration 43Q: 3 clusters Score -795466.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -795475.187500 Penalty: 4343.314453
	Iteration 44Q: 3 clusters Score -795475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -795483.187500 Penalty: 4343.314453
	Iteration 45Q: 3 clusters Score -795483.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -795496.750000 Penalty: 4343.314453
	Iteration 46Q: 3 clusters Score -795496.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -795504.562500 Penalty: 4343.314453
	Iteration 47Q: 3 clusters Score -795504.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -795512.875000 Penalty: 4343.314453
	Iteration 48Q: 3 clusters Score -795512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -795521.062500 Penalty: 4343.314453
	Iteration 49Q: 3 clusters Score -795521.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -795531.750000 Penalty: 4343.314453
	Iteration 50Q: 3 clusters Score -795531.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -795540.562500 Penalty: 4343.314453
	Iteration 51Q: 3 clusters Score -795540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -795547.125000 Penalty: 4343.314453
	Iteration 52Q: 3 clusters Score -795547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -795552.500000 Penalty: 4343.314453
	Iteration 53Q: 3 clusters Score -795552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -795554.937500 Penalty: 4343.314453
	Iteration 54Q: 3 clusters Score -795554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -795561.000000 Penalty: 4343.314453
	Iteration 55Q: 3 clusters Score -795561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -795569.250000 Penalty: 4343.314453
	Iteration 56Q: 3 clusters Score -795569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -795576.000000 Penalty: 4343.314453
	Iteration 57Q: 3 clusters Score -795576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -795580.062500 Penalty: 4343.314453
	Iteration 58Q: 3 clusters Score -795580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -795583.437500 Penalty: 4343.314453
	Iteration 59Q: 3 clusters Score -795583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -795586.687500 Penalty: 4343.314453
	Iteration 60F: 3 clusters Score -795586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -795588.937500 Penalty: 4343.314453
	Iteration 61Q: 3 clusters Score -795588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -795592.062500 Penalty: 4343.314453
	Iteration 62Q: 3 clusters Score -795592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -795590.375000 Penalty: 4343.314453
	Iteration 63Q: 3 clusters Score -795590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -795593.187500 Penalty: 4343.314453
	Iteration 64Q: 3 clusters Score -795593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -795593.937500 Penalty: 4343.314453
	Iteration 65Q: 3 clusters Score -795593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -795593.437500 Penalty: 4343.314453
	Iteration 66Q: 3 clusters Score -795593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -795593.062500 Penalty: 4343.314453
	Iteration 67Q: 3 clusters Score -795593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -795593.625000 Penalty: 4343.314453
	Iteration 68Q: 3 clusters Score -795593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -795593.625000 Penalty: 4343.314453
	Iteration 69F: 3 clusters Score -795593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40620 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47729 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30141 members 
Mstep: Class 44 contains 4171 members 
Entering Unmasked Estep 
Score: -111269648.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111270192.000000 to -111269648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -685899.937500 Penalty: 2131.304443
	Iteration 0F: 2 clusters Score -685899.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -681129.812500 Penalty: 4262.608887
	Iteration 0F: 3 clusters Score -681129.8 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -682344.500000 Penalty: 4262.608887
	Iteration 1F: 3 clusters Score -682344.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -682655.812500 Penalty: 4262.608887
	Iteration 2F: 3 clusters Score -682655.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -682849.687500 Penalty: 4262.608887
	Iteration 3F: 3 clusters Score -682849.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -682967.000000 Penalty: 4262.608887
	Iteration 4Q: 3 clusters Score -682967 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -683062.875000 Penalty: 4262.608887
	Iteration 5Q: 3 clusters Score -683062.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -683155.750000 Penalty: 4262.608887
	Iteration 6Q: 3 clusters Score -683155.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -683236.250000 Penalty: 4262.608887
	Iteration 7Q: 3 clusters Score -683236.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -683305.687500 Penalty: 4262.608887
	Iteration 8Q: 3 clusters Score -683305.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -683371.375000 Penalty: 4262.608887
	Iteration 9Q: 3 clusters Score -683371.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -683437.000000 Penalty: 4262.608887
	Iteration 10Q: 3 clusters Score -683437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -683494.312500 Penalty: 4262.608887
	Iteration 11Q: 3 clusters Score -683494.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -683562.500000 Penalty: 4262.608887
	Iteration 12Q: 3 clusters Score -683562.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -683646.250000 Penalty: 4262.608887
	Iteration 13Q: 3 clusters Score -683646.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -683759.812500 Penalty: 4262.608887
	Iteration 14Q: 3 clusters Score -683759.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -683901.812500 Penalty: 4262.608887
	Iteration 15Q: 3 clusters Score -683901.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -684046.750000 Penalty: 4262.608887
	Iteration 16Q: 3 clusters Score -684046.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -684205.687500 Penalty: 4262.608887
	Iteration 17Q: 3 clusters Score -684205.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -684333.625000 Penalty: 4262.608887
	Iteration 18Q: 3 clusters Score -684333.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -684431.625000 Penalty: 4262.608887
	Iteration 19Q: 3 clusters Score -684431.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -684501.125000 Penalty: 4262.608887
	Iteration 20F: 3 clusters Score -684501.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -684551.687500 Penalty: 4262.608887
	Iteration 21Q: 3 clusters Score -684551.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -684591.062500 Penalty: 4262.608887
	Iteration 22Q: 3 clusters Score -684591.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -684618.125000 Penalty: 4262.608887
	Iteration 23Q: 3 clusters Score -684618.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -684640.125000 Penalty: 4262.608887
	Iteration 24Q: 3 clusters Score -684640.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -684675.500000 Penalty: 4262.608887
	Iteration 25Q: 3 clusters Score -684675.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -684714.312500 Penalty: 4262.608887
	Iteration 26Q: 3 clusters Score -684714.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -684773.812500 Penalty: 4262.608887
	Iteration 27Q: 3 clusters Score -684773.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -684844.875000 Penalty: 4262.608887
	Iteration 28Q: 3 clusters Score -684844.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -684925.125000 Penalty: 4262.608887
	Iteration 29Q: 3 clusters Score -684925.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -685004.812500 Penalty: 4262.608887
	Iteration 30Q: 3 clusters Score -685004.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -685069.000000 Penalty: 4262.608887
	Iteration 31Q: 3 clusters Score -685069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -685098.937500 Penalty: 4262.608887
	Iteration 32Q: 3 clusters Score -685098.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -685114.187500 Penalty: 4262.608887
	Iteration 33Q: 3 clusters Score -685114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -685122.812500 Penalty: 4262.608887
	Iteration 34Q: 3 clusters Score -685122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -685131.062500 Penalty: 4262.608887
	Iteration 35Q: 3 clusters Score -685131.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -685138.062500 Penalty: 4262.608887
	Iteration 36Q: 3 clusters Score -685138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -685143.000000 Penalty: 4262.608887
	Iteration 37Q: 3 clusters Score -685143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -685143.312500 Penalty: 4262.608887
	Iteration 38Q: 3 clusters Score -685143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -685142.937500 Penalty: 4262.608887
	Iteration 39Q: 3 clusters Score -685142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -685142.937500 Penalty: 4262.608887
	Iteration 40F: 3 clusters Score -685142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Entering Unmasked Estep 
Score: -1675440.125000 Penalty: 2347.623047
	Iteration 0F: 2 clusters Score -1675440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1665911.250000 Penalty: 4695.246094
	Iteration 0F: 3 clusters Score -1665911 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1668892.250000 Penalty: 4695.246094
	Iteration 1F: 3 clusters Score -1668892 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1669285.750000 Penalty: 4695.246094
	Iteration 2F: 3 clusters Score -1669286 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1669594.000000 Penalty: 4695.246094
	Iteration 3F: 3 clusters Score -1669594 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1669845.375000 Penalty: 4695.246094
	Iteration 4Q: 3 clusters Score -1669845 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1670030.500000 Penalty: 4695.246094
	Iteration 5Q: 3 clusters Score -1670030 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1670185.625000 Penalty: 4695.246094
	Iteration 6Q: 3 clusters Score -1670186 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1670325.000000 Penalty: 4695.246094
	Iteration 7Q: 3 clusters Score -1670325 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1670475.250000 Penalty: 4695.246094
	Iteration 8Q: 3 clusters Score -1670475 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1670629.625000 Penalty: 4695.246094
	Iteration 9Q: 3 clusters Score -1670630 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1670789.250000 Penalty: 4695.246094
	Iteration 10Q: 3 clusters Score -1670789 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1670938.875000 Penalty: 4695.246094
	Iteration 11Q: 3 clusters Score -1670939 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1671077.625000 Penalty: 4695.246094
	Iteration 12Q: 3 clusters Score -1671078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1671212.000000 Penalty: 4695.246094
	Iteration 13Q: 3 clusters Score -1671212 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1671351.125000 Penalty: 4695.246094
	Iteration 14Q: 3 clusters Score -1671351 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1671516.000000 Penalty: 4695.246094
	Iteration 15Q: 3 clusters Score -1671516 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1671672.625000 Penalty: 4695.246094
	Iteration 16Q: 3 clusters Score -1671673 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1671837.625000 Penalty: 4695.246094
	Iteration 17Q: 3 clusters Score -1671838 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1671982.375000 Penalty: 4695.246094
	Iteration 18Q: 3 clusters Score -1671982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1672119.500000 Penalty: 4695.246094
	Iteration 19Q: 3 clusters Score -1672120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1672243.500000 Penalty: 4695.246094
	Iteration 20F: 3 clusters Score -1672244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1672380.250000 Penalty: 4695.246094
	Iteration 21Q: 3 clusters Score -1672380 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1672502.250000 Penalty: 4695.246094
	Iteration 22Q: 3 clusters Score -1672502 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1672609.000000 Penalty: 4695.246094
	Iteration 23Q: 3 clusters Score -1672609 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1672705.250000 Penalty: 4695.246094
	Iteration 24Q: 3 clusters Score -1672705 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1672794.250000 Penalty: 4695.246094
	Iteration 25Q: 3 clusters Score -1672794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1672863.250000 Penalty: 4695.246094
	Iteration 26Q: 3 clusters Score -1672863 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1672903.375000 Penalty: 4695.246094
	Iteration 27Q: 3 clusters Score -1672903 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1672955.750000 Penalty: 4695.246094
	Iteration 28Q: 3 clusters Score -1672956 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1673015.250000 Penalty: 4695.246094
	Iteration 29Q: 3 clusters Score -1673015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1673079.625000 Penalty: 4695.246094
	Iteration 30Q: 3 clusters Score -1673080 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1673142.500000 Penalty: 4695.246094
	Iteration 31Q: 3 clusters Score -1673142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1673185.875000 Penalty: 4695.246094
	Iteration 32Q: 3 clusters Score -1673186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1673225.250000 Penalty: 4695.246094
	Iteration 33Q: 3 clusters Score -1673225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1673255.000000 Penalty: 4695.246094
	Iteration 34Q: 3 clusters Score -1673255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1673286.250000 Penalty: 4695.246094
	Iteration 35Q: 3 clusters Score -1673286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1673309.125000 Penalty: 4695.246094
	Iteration 36Q: 3 clusters Score -1673309 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1673327.250000 Penalty: 4695.246094
	Iteration 37Q: 3 clusters Score -1673327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1673352.250000 Penalty: 4695.246094
	Iteration 38Q: 3 clusters Score -1673352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1673366.875000 Penalty: 4695.246094
	Iteration 39Q: 3 clusters Score -1673367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1673380.125000 Penalty: 4695.246094
	Iteration 40F: 3 clusters Score -1673380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1673393.250000 Penalty: 4695.246094
	Iteration 41Q: 3 clusters Score -1673393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1673406.375000 Penalty: 4695.246094
	Iteration 42Q: 3 clusters Score -1673406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1673425.625000 Penalty: 4695.246094
	Iteration 43Q: 3 clusters Score -1673426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1673433.000000 Penalty: 4695.246094
	Iteration 44Q: 3 clusters Score -1673433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1673437.375000 Penalty: 4695.246094
	Iteration 45Q: 3 clusters Score -1673437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1673442.500000 Penalty: 4695.246094
	Iteration 46Q: 3 clusters Score -1673442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1673452.750000 Penalty: 4695.246094
	Iteration 47Q: 3 clusters Score -1673453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1673459.250000 Penalty: 4695.246094
	Iteration 48Q: 3 clusters Score -1673459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1673465.875000 Penalty: 4695.246094
	Iteration 49Q: 3 clusters Score -1673466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1673472.750000 Penalty: 4695.246094
	Iteration 50Q: 3 clusters Score -1673473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1673477.750000 Penalty: 4695.246094
	Iteration 51Q: 3 clusters Score -1673478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1673487.125000 Penalty: 4695.246094
	Iteration 52Q: 3 clusters Score -1673487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1673490.250000 Penalty: 4695.246094
	Iteration 53Q: 3 clusters Score -1673490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1673490.500000 Penalty: 4695.246094
	Iteration 54Q: 3 clusters Score -1673490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1673493.125000 Penalty: 4695.246094
	Iteration 55Q: 3 clusters Score -1673493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1673491.750000 Penalty: 4695.246094
	Iteration 56Q: 3 clusters Score -1673492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1673491.750000 Penalty: 4695.246094
	Iteration 57Q: 3 clusters Score -1673492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1673491.750000 Penalty: 4695.246094
	Iteration 58F: 3 clusters Score -1673492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Entering Unmasked Estep 
Score: -1193464.875000 Penalty: 2279.583984
	Iteration 0F: 2 clusters Score -1193465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1185878.875000 Penalty: 4559.167969
	Iteration 0F: 3 clusters Score -1185879 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1188098.375000 Penalty: 4559.167969
	Iteration 1F: 3 clusters Score -1188098 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1188465.500000 Penalty: 4559.167969
	Iteration 2F: 3 clusters Score -1188466 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1188792.000000 Penalty: 4559.167969
	Iteration 3F: 3 clusters Score -1188792 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1189091.000000 Penalty: 4559.167969
	Iteration 4F: 3 clusters Score -1189091 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1189412.375000 Penalty: 4559.167969
	Iteration 5F: 3 clusters Score -1189412 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1189693.250000 Penalty: 4559.167969
	Iteration 6Q: 3 clusters Score -1189693 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1189906.125000 Penalty: 4559.167969
	Iteration 7Q: 3 clusters Score -1189906 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1190085.875000 Penalty: 4559.167969
	Iteration 8Q: 3 clusters Score -1190086 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1190261.375000 Penalty: 4559.167969
	Iteration 9Q: 3 clusters Score -1190261 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1190410.000000 Penalty: 4559.167969
	Iteration 10Q: 3 clusters Score -1190410 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1190561.250000 Penalty: 4559.167969
	Iteration 11Q: 3 clusters Score -1190561 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1190709.375000 Penalty: 4559.167969
	Iteration 12Q: 3 clusters Score -1190709 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1190866.625000 Penalty: 4559.167969
	Iteration 13Q: 3 clusters Score -1190867 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1191032.375000 Penalty: 4559.167969
	Iteration 14Q: 3 clusters Score -1191032 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1191190.625000 Penalty: 4559.167969
	Iteration 15Q: 3 clusters Score -1191191 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1191332.375000 Penalty: 4559.167969
	Iteration 16Q: 3 clusters Score -1191332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1191474.750000 Penalty: 4559.167969
	Iteration 17Q: 3 clusters Score -1191475 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1191623.125000 Penalty: 4559.167969
	Iteration 18Q: 3 clusters Score -1191623 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1191760.000000 Penalty: 4559.167969
	Iteration 19Q: 3 clusters Score -1191760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1191897.500000 Penalty: 4559.167969
	Iteration 20F: 3 clusters Score -1191898 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1192042.625000 Penalty: 4559.167969
	Iteration 21Q: 3 clusters Score -1192043 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1192171.500000 Penalty: 4559.167969
	Iteration 22Q: 3 clusters Score -1192172 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1192303.250000 Penalty: 4559.167969
	Iteration 23Q: 3 clusters Score -1192303 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1192418.375000 Penalty: 4559.167969
	Iteration 24Q: 3 clusters Score -1192418 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1192505.500000 Penalty: 4559.167969
	Iteration 25Q: 3 clusters Score -1192506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1192566.750000 Penalty: 4559.167969
	Iteration 26Q: 3 clusters Score -1192567 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1192611.375000 Penalty: 4559.167969
	Iteration 27Q: 3 clusters Score -1192611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1192647.750000 Penalty: 4559.167969
	Iteration 28Q: 3 clusters Score -1192648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1192671.500000 Penalty: 4559.167969
	Iteration 29Q: 3 clusters Score -1192672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1192685.000000 Penalty: 4559.167969
	Iteration 30Q: 3 clusters Score -1192685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1192692.125000 Penalty: 4559.167969
	Iteration 31Q: 3 clusters Score -1192692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1192698.875000 Penalty: 4559.167969
	Iteration 32Q: 3 clusters Score -1192699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1192706.250000 Penalty: 4559.167969
	Iteration 33Q: 3 clusters Score -1192706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1192706.625000 Penalty: 4559.167969
	Iteration 34Q: 3 clusters Score -1192707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1192706.500000 Penalty: 4559.167969
	Iteration 35Q: 3 clusters Score -1192706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1192713.250000 Penalty: 4559.167969
	Iteration 36Q: 3 clusters Score -1192713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1192714.125000 Penalty: 4559.167969
	Iteration 37Q: 3 clusters Score -1192714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1192712.250000 Penalty: 4559.167969
	Iteration 38Q: 3 clusters Score -1192712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1192713.500000 Penalty: 4559.167969
	Iteration 39Q: 3 clusters Score -1192714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1192715.000000 Penalty: 4559.167969
	Iteration 40F: 3 clusters Score -1192715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1192716.750000 Penalty: 4559.167969
	Iteration 41Q: 3 clusters Score -1192717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1192714.750000 Penalty: 4559.167969
	Iteration 42Q: 3 clusters Score -1192715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1192717.250000 Penalty: 4559.167969
	Iteration 43Q: 3 clusters Score -1192717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1192717.000000 Penalty: 4559.167969
	Iteration 44Q: 3 clusters Score -1192717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1192718.625000 Penalty: 4559.167969
	Iteration 45Q: 3 clusters Score -1192719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1192718.500000 Penalty: 4559.167969
	Iteration 46Q: 3 clusters Score -1192718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1192718.500000 Penalty: 4559.167969
	Iteration 47F: 3 clusters Score -1192718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -197881.890625 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197881.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -198360.328125 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198360.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -198499.796875 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198499.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -198598.312500 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -198598.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198703.156250 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198703.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198806.859375 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198806.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198870.578125 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198870.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198914.890625 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198914.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -198959.578125 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -198977.312500 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198977.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198988.703125 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -198988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199000.921875 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -199000.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199009.609375 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -199009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -199017.671875 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -199017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -199023.453125 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -199023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -199031.343750 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -199031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -199034.781250 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -199034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -199039.078125 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -199039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199041.046875 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -199041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199044.468750 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -199044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -199049.343750 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -199049.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199055.015625 Penalty: 3692.927002
	Iteration 21Q: 3 clusters Score -199055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -199061.593750 Penalty: 3692.927002
	Iteration 22Q: 3 clusters Score -199061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -199064.906250 Penalty: 3692.927002
	Iteration 23Q: 3 clusters Score -199064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199069.093750 Penalty: 3692.927002
	Iteration 24Q: 3 clusters Score -199069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -199075.265625 Penalty: 3692.927002
	Iteration 25Q: 3 clusters Score -199075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -199078.078125 Penalty: 3692.927002
	Iteration 26Q: 3 clusters Score -199078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -199079.562500 Penalty: 3692.927002
	Iteration 27Q: 3 clusters Score -199079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -199081.875000 Penalty: 3692.927002
	Iteration 28Q: 3 clusters Score -199081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199082.796875 Penalty: 3692.927002
	Iteration 29Q: 3 clusters Score -199082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -199085.640625 Penalty: 3692.927002
	Iteration 30Q: 3 clusters Score -199085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -199091.796875 Penalty: 3692.927002
	Iteration 31Q: 3 clusters Score -199091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199103.671875 Penalty: 3692.927002
	Iteration 32Q: 3 clusters Score -199103.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199114.515625 Penalty: 3692.927002
	Iteration 33Q: 3 clusters Score -199114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -199121.734375 Penalty: 3692.927002
	Iteration 34Q: 3 clusters Score -199121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -199130.062500 Penalty: 3692.927002
	Iteration 35Q: 3 clusters Score -199130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199134.375000 Penalty: 3692.927002
	Iteration 36Q: 3 clusters Score -199134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199138.156250 Penalty: 3692.927002
	Iteration 37Q: 3 clusters Score -199138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199140.562500 Penalty: 3692.927002
	Iteration 38Q: 3 clusters Score -199140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -199142.640625 Penalty: 3692.927002
	Iteration 39Q: 3 clusters Score -199142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -199144.375000 Penalty: 3692.927002
	Iteration 40F: 3 clusters Score -199144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199144.687500 Penalty: 3692.927002
	Iteration 41Q: 3 clusters Score -199144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199144.687500 Penalty: 3692.927002
	Iteration 42F: 3 clusters Score -199144.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -60303.644531 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -60303.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58841.238281 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -58841.24 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59083.644531 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -59083.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59130.531250 Penalty: 3093.239258
	Iteration 2Q: 3 clusters Score -59130.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59155.703125 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -59155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59161.042969 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -59161.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59163.320312 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -59163.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59163.320312 Penalty: 3093.239258
	Iteration 6F: 3 clusters Score -59163.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -233835.265625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -233835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -231309.328125 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -231309.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -231773.375000 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -231773.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231894.937500 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -231894.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -231964.375000 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -231964.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -232003.796875 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -232003.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -232030.687500 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -232030.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -232063.750000 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -232063.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -232094.343750 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -232094.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -232132.765625 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -232132.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -232169.859375 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -232169.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -232207.046875 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -232207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -232231.703125 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -232231.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -232249.984375 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -232250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -232262.421875 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -232262.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -232275.875000 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -232275.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -232289.140625 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -232289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -232300.796875 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -232300.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -232322.156250 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -232322.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -232345.187500 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -232345.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -232355.968750 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -232356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -232365.390625 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -232365.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -232369.593750 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -232369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232374.765625 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -232374.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -232388.312500 Penalty: 3739.093506
	Iteration 23Q: 3 clusters Score -232388.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -232395.703125 Penalty: 3739.093506
	Iteration 24Q: 3 clusters Score -232395.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -232405.687500 Penalty: 3739.093506
	Iteration 25Q: 3 clusters Score -232405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -232412.593750 Penalty: 3739.093506
	Iteration 26Q: 3 clusters Score -232412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -232420.312500 Penalty: 3739.093506
	Iteration 27Q: 3 clusters Score -232420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -232422.765625 Penalty: 3739.093506
	Iteration 28Q: 3 clusters Score -232422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232425.250000 Penalty: 3739.093506
	Iteration 29Q: 3 clusters Score -232425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -232428.171875 Penalty: 3739.093506
	Iteration 30Q: 3 clusters Score -232428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232430.171875 Penalty: 3739.093506
	Iteration 31Q: 3 clusters Score -232430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -232434.265625 Penalty: 3739.093506
	Iteration 32Q: 3 clusters Score -232434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -232435.421875 Penalty: 3739.093506
	Iteration 33Q: 3 clusters Score -232435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232437.343750 Penalty: 3739.093506
	Iteration 34Q: 3 clusters Score -232437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -232437.687500 Penalty: 3739.093506
	Iteration 35Q: 3 clusters Score -232437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -232437.687500 Penalty: 3739.093506
	Iteration 36F: 3 clusters Score -232437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84112.921875 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -84112.92 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84697.687500 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84697.69 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85187.328125 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -85187.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85378.507812 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85378.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85440.304688 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -85440.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85468.070312 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85468.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85488.742188 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85488.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85502.992188 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -85502.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85511.789062 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -85511.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85524.343750 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -85524.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85587.687500 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -85587.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85692.054688 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -85692.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85736.820312 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -85736.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85810.101562 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -85810.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85948.171875 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -85948.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86142.632812 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -86142.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86190.781250 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -86190.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86217.007812 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -86217.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86262.562500 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -86262.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86297.835938 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -86297.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86312.750000 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -86312.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86322.789062 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -86322.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86341.820312 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -86341.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86362.343750 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -86362.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86382.835938 Penalty: 3298.538330
	Iteration 24Q: 3 clusters Score -86382.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86404.437500 Penalty: 3298.538330
	Iteration 25Q: 3 clusters Score -86404.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86441.039062 Penalty: 3298.538330
	Iteration 26Q: 3 clusters Score -86441.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86444.390625 Penalty: 3298.538330
	Iteration 27Q: 3 clusters Score -86444.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86445.156250 Penalty: 3298.538330
	Iteration 28Q: 3 clusters Score -86445.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86446.546875 Penalty: 3298.538330
	Iteration 29Q: 3 clusters Score -86446.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86446.546875 Penalty: 3298.538330
	Iteration 30F: 3 clusters Score -86446.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 40620 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47729 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30141 members 
Mstep: Class 44 contains 297 members 
Entering Unmasked Estep 
Score: -111269168.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111270192.000000 to -111269168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (40620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Entering Unmasked Estep 
Score: -5231004.000000 Penalty: 2631.779785
	Iteration 0F: 2 clusters Score -5231004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5203765.000000 Penalty: 5263.559570
	Iteration 0F: 3 clusters Score -5203765 nChanged 18416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5214056.000000 Penalty: 5263.559570
	Iteration 1F: 3 clusters Score -5214056 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5214910.000000 Penalty: 5263.559570
	Iteration 2F: 3 clusters Score -5214910 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -5215901.500000 Penalty: 5263.559570
	Iteration 3F: 3 clusters Score -5215902 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5217072.000000 Penalty: 5263.559570
	Iteration 4F: 3 clusters Score -5217072 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5218450.000000 Penalty: 5263.559570
	Iteration 5F: 3 clusters Score -5218450 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5220166.000000 Penalty: 5263.559570
	Iteration 6F: 3 clusters Score -5220166 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -5222191.000000 Penalty: 5263.559570
	Iteration 7F: 3 clusters Score -5222191 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -5224410.000000 Penalty: 5263.559570
	Iteration 8F: 3 clusters Score -5224410 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5226241.500000 Penalty: 5263.559570
	Iteration 9F: 3 clusters Score -5226242 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5227460.000000 Penalty: 5263.559570
	Iteration 10Q: 3 clusters Score -5227460 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5228170.000000 Penalty: 5263.559570
	Iteration 11Q: 3 clusters Score -5228170 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5228538.000000 Penalty: 5263.559570
	Iteration 12Q: 3 clusters Score -5228538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5228697.500000 Penalty: 5263.559570
	Iteration 13Q: 3 clusters Score -5228698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5228779.000000 Penalty: 5263.559570
	Iteration 14Q: 3 clusters Score -5228779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5228823.000000 Penalty: 5263.559570
	Iteration 15Q: 3 clusters Score -5228823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5228845.500000 Penalty: 5263.559570
	Iteration 16Q: 3 clusters Score -5228846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5228860.500000 Penalty: 5263.559570
	Iteration 17Q: 3 clusters Score -5228860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5228876.500000 Penalty: 5263.559570
	Iteration 18Q: 3 clusters Score -5228876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5228878.000000 Penalty: 5263.559570
	Iteration 19Q: 3 clusters Score -5228878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5228879.500000 Penalty: 5263.559570
	Iteration 20F: 3 clusters Score -5228880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5228880.500000 Penalty: 5263.559570
	Iteration 21Q: 3 clusters Score -5228880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5228887.000000 Penalty: 5263.559570
	Iteration 22Q: 3 clusters Score -5228887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5228884.000000 Penalty: 5263.559570
	Iteration 23Q: 3 clusters Score -5228884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5228885.000000 Penalty: 5263.559570
	Iteration 24Q: 3 clusters Score -5228885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5228882.000000 Penalty: 5263.559570
	Iteration 25Q: 3 clusters Score -5228882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5228881.000000 Penalty: 5263.559570
	Iteration 26Q: 3 clusters Score -5228881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5228884.000000 Penalty: 5263.559570
	Iteration 27Q: 3 clusters Score -5228884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5228885.500000 Penalty: 5263.559570
	Iteration 28Q: 3 clusters Score -5228886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5228888.000000 Penalty: 5263.559570
	Iteration 29Q: 3 clusters Score -5228888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5228883.500000 Penalty: 5263.559570
	Iteration 30Q: 3 clusters Score -5228884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5228888.000000 Penalty: 5263.559570
	Iteration 31Q: 3 clusters Score -5228888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5228891.000000 Penalty: 5263.559570
	Iteration 32Q: 3 clusters Score -5228891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5228898.500000 Penalty: 5263.559570
	Iteration 33Q: 3 clusters Score -5228898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5228898.500000 Penalty: 5263.559570
	Iteration 34Q: 3 clusters Score -5228898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5228899.000000 Penalty: 5263.559570
	Iteration 35Q: 3 clusters Score -5228899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5228899.000000 Penalty: 5263.559570
	Iteration 36F: 3 clusters Score -5228899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Entering Unmasked Estep 
Score: -924071.000000 Penalty: 2206.896240
	Iteration 0F: 2 clusters Score -924071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -918155.375000 Penalty: 4413.792480
	Iteration 0F: 3 clusters Score -918155.4 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -919848.125000 Penalty: 4413.792480
	Iteration 1F: 3 clusters Score -919848.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -920234.375000 Penalty: 4413.792480
	Iteration 2F: 3 clusters Score -920234.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -920566.375000 Penalty: 4413.792480
	Iteration 3F: 3 clusters Score -920566.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -920849.187500 Penalty: 4413.792480
	Iteration 4F: 3 clusters Score -920849.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -921073.625000 Penalty: 4413.792480
	Iteration 5Q: 3 clusters Score -921073.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -921230.437500 Penalty: 4413.792480
	Iteration 6Q: 3 clusters Score -921230.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -921351.250000 Penalty: 4413.792480
	Iteration 7Q: 3 clusters Score -921351.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -921463.937500 Penalty: 4413.792480
	Iteration 8Q: 3 clusters Score -921463.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -921554.875000 Penalty: 4413.792480
	Iteration 9Q: 3 clusters Score -921554.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -921650.625000 Penalty: 4413.792480
	Iteration 10Q: 3 clusters Score -921650.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -921719.937500 Penalty: 4413.792480
	Iteration 11Q: 3 clusters Score -921719.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -921780.000000 Penalty: 4413.792480
	Iteration 12Q: 3 clusters Score -921780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -921839.937500 Penalty: 4413.792480
	Iteration 13Q: 3 clusters Score -921839.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -921887.000000 Penalty: 4413.792480
	Iteration 14Q: 3 clusters Score -921887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -921929.625000 Penalty: 4413.792480
	Iteration 15Q: 3 clusters Score -921929.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -921963.125000 Penalty: 4413.792480
	Iteration 16Q: 3 clusters Score -921963.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -921992.187500 Penalty: 4413.792480
	Iteration 17Q: 3 clusters Score -921992.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -922019.062500 Penalty: 4413.792480
	Iteration 18Q: 3 clusters Score -922019.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -922044.250000 Penalty: 4413.792480
	Iteration 19Q: 3 clusters Score -922044.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -922063.500000 Penalty: 4413.792480
	Iteration 20F: 3 clusters Score -922063.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -922079.187500 Penalty: 4413.792480
	Iteration 21Q: 3 clusters Score -922079.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -922090.250000 Penalty: 4413.792480
	Iteration 22Q: 3 clusters Score -922090.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -922097.062500 Penalty: 4413.792480
	Iteration 23Q: 3 clusters Score -922097.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -922104.375000 Penalty: 4413.792480
	Iteration 24Q: 3 clusters Score -922104.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -922109.000000 Penalty: 4413.792480
	Iteration 25Q: 3 clusters Score -922109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -922111.750000 Penalty: 4413.792480
	Iteration 26Q: 3 clusters Score -922111.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -922113.250000 Penalty: 4413.792480
	Iteration 27Q: 3 clusters Score -922113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -922117.937500 Penalty: 4413.792480
	Iteration 28Q: 3 clusters Score -922117.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -922122.875000 Penalty: 4413.792480
	Iteration 29Q: 3 clusters Score -922122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -922123.937500 Penalty: 4413.792480
	Iteration 30Q: 3 clusters Score -922123.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -922125.812500 Penalty: 4413.792480
	Iteration 31Q: 3 clusters Score -922125.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -922129.750000 Penalty: 4413.792480
	Iteration 32Q: 3 clusters Score -922129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -922132.312500 Penalty: 4413.792480
	Iteration 33Q: 3 clusters Score -922132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -922131.125000 Penalty: 4413.792480
	Iteration 34Q: 3 clusters Score -922131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -922130.312500 Penalty: 4413.792480
	Iteration 35Q: 3 clusters Score -922130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -922132.687500 Penalty: 4413.792480
	Iteration 36Q: 3 clusters Score -922132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -922133.250000 Penalty: 4413.792480
	Iteration 37Q: 3 clusters Score -922133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -922134.500000 Penalty: 4413.792480
	Iteration 38Q: 3 clusters Score -922134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -922134.000000 Penalty: 4413.792480
	Iteration 39Q: 3 clusters Score -922134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -922134.000000 Penalty: 4413.792480
	Iteration 40F: 3 clusters Score -922134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Entering Unmasked Estep 
Score: -21207848.000000 Penalty: 2974.618896
	Iteration 0F: 2 clusters Score -2.120785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -21099008.000000 Penalty: 5949.237793
	Iteration 0F: 3 clusters Score -2.109901e+07 nChanged 77712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -21144532.000000 Penalty: 5949.237793
	Iteration 1F: 3 clusters Score -2.114453e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -21145790.000000 Penalty: 5949.237793
	Iteration 2Q: 3 clusters Score -2.114579e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -21147196.000000 Penalty: 5949.237793
	Iteration 3Q: 3 clusters Score -2.11472e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -21148822.000000 Penalty: 5949.237793
	Iteration 4Q: 3 clusters Score -2.114882e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -21151402.000000 Penalty: 5949.237793
	Iteration 5Q: 3 clusters Score -2.11514e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -21154682.000000 Penalty: 5949.237793
	Iteration 6Q: 3 clusters Score -2.115468e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -21159638.000000 Penalty: 5949.237793
	Iteration 7F: 3 clusters Score -2.115964e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -21166008.000000 Penalty: 5949.237793
	Iteration 8F: 3 clusters Score -2.116601e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -21173144.000000 Penalty: 5949.237793
	Iteration 9F: 3 clusters Score -2.117314e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 120031 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5949.237793
	Iteration 10F: 3 clusters Score -2.117981e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 125324 members 
Entering Unmasked Estep 
Score: -21184500.000000 Penalty: 5949.237793
	Iteration 11Q: 3 clusters Score -2.11845e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 129749 members 
Entering Unmasked Estep 
Score: -21187416.000000 Penalty: 5949.237793
	Iteration 12Q: 3 clusters Score -2.118742e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -21189448.000000 Penalty: 5949.237793
	Iteration 13Q: 3 clusters Score -2.118945e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 137315 members 
Entering Unmasked Estep 
Score: -21191314.000000 Penalty: 5949.237793
	Iteration 14Q: 3 clusters Score -2.119131e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 140849 members 
Entering Unmasked Estep 
Score: -21192916.000000 Penalty: 5949.237793
	Iteration 15Q: 3 clusters Score -2.119292e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -21194654.000000 Penalty: 5949.237793
	Iteration 16Q: 3 clusters Score -2.119465e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -21196296.000000 Penalty: 5949.237793
	Iteration 17Q: 3 clusters Score -2.11963e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -21198058.000000 Penalty: 5949.237793
	Iteration 18Q: 3 clusters Score -2.119806e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -21199710.000000 Penalty: 5949.237793
	Iteration 19Q: 3 clusters Score -2.119971e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -21201112.000000 Penalty: 5949.237793
	Iteration 20F: 3 clusters Score -2.120111e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -21202360.000000 Penalty: 5949.237793
	Iteration 21Q: 3 clusters Score -2.120236e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 158475 members 
Entering Unmasked Estep 
Score: -21203478.000000 Penalty: 5949.237793
	Iteration 22Q: 3 clusters Score -2.120348e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -21204128.000000 Penalty: 5949.237793
	Iteration 23Q: 3 clusters Score -2.120413e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -21204628.000000 Penalty: 5949.237793
	Iteration 24Q: 3 clusters Score -2.120463e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -21204822.000000 Penalty: 5949.237793
	Iteration 25Q: 3 clusters Score -2.120482e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -21204984.000000 Penalty: 5949.237793
	Iteration 26Q: 3 clusters Score -2.120498e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -21205072.000000 Penalty: 5949.237793
	Iteration 27Q: 3 clusters Score -2.120507e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -21205154.000000 Penalty: 5949.237793
	Iteration 28Q: 3 clusters Score -2.120515e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -21205198.000000 Penalty: 5949.237793
	Iteration 29Q: 3 clusters Score -2.12052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 161030 members 
Entering Unmasked Estep 
Score: -21205230.000000 Penalty: 5949.237793
	Iteration 30Q: 3 clusters Score -2.120523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -21205282.000000 Penalty: 5949.237793
	Iteration 31Q: 3 clusters Score -2.120528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 161086 members 
Entering Unmasked Estep 
Score: -21205270.000000 Penalty: 5949.237793
	Iteration 32Q: 3 clusters Score -2.120527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -21205316.000000 Penalty: 5949.237793
	Iteration 33Q: 3 clusters Score -2.120532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 161127 members 
Entering Unmasked Estep 
Score: -21205330.000000 Penalty: 5949.237793
	Iteration 34Q: 3 clusters Score -2.120533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -21205362.000000 Penalty: 5949.237793
	Iteration 35Q: 3 clusters Score -2.120536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 161165 members 
Entering Unmasked Estep 
Score: -21205386.000000 Penalty: 5949.237793
	Iteration 36Q: 3 clusters Score -2.120539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -21205412.000000 Penalty: 5949.237793
	Iteration 37Q: 3 clusters Score -2.120541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -21205400.000000 Penalty: 5949.237793
	Iteration 38Q: 3 clusters Score -2.12054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 161213 members 
Entering Unmasked Estep 
Score: -21205400.000000 Penalty: 5949.237793
	Iteration 39Q: 3 clusters Score -2.12054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -21205414.000000 Penalty: 5949.237793
	Iteration 40F: 3 clusters Score -2.120541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -21205416.000000 Penalty: 5949.237793
	Iteration 41Q: 3 clusters Score -2.120542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 161240 members 
Entering Unmasked Estep 
Score: -21205436.000000 Penalty: 5949.237793
	Iteration 42Q: 3 clusters Score -2.120544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -21205426.000000 Penalty: 5949.237793
	Iteration 43Q: 3 clusters Score -2.120543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -21205426.000000 Penalty: 5949.237793
	Iteration 44Q: 3 clusters Score -2.120543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -21205410.000000 Penalty: 5949.237793
	Iteration 45Q: 3 clusters Score -2.120541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -21205410.000000 Penalty: 5949.237793
	Iteration 46F: 3 clusters Score -2.120541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -762894.062500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -762894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -757753.875000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -757753.9 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -759028.375000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -759028.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -759252.250000 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -759252.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -759393.750000 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -759393.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -759505.812500 Penalty: 4308.553223
	Iteration 4Q: 3 clusters Score -759505.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -759618.062500 Penalty: 4308.553223
	Iteration 5Q: 3 clusters Score -759618.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -759724.937500 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -759724.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -759820.187500 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -759820.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -759928.812500 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -759928.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -760061.312500 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -760061.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -760215.687500 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -760215.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -760383.500000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -760383.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -760557.625000 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -760557.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -760762.875000 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -760762.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -760976.000000 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -760976 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -761197.875000 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -761197.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -761376.312500 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -761376.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -761526.562500 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -761526.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -761649.687500 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -761649.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -761740.312500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -761740.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -761784.812500 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -761784.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -761806.625000 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -761806.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -761826.375000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -761826.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -761839.687500 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -761839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -761848.500000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -761848.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -761858.437500 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -761858.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -761869.437500 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -761869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -761879.812500 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -761879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -761888.375000 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -761888.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -761893.937500 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -761893.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -761901.312500 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -761901.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -761906.500000 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -761906.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -761911.812500 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -761911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -761916.062500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -761916.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -761921.875000 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -761921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -761924.187500 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -761924.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -761928.312500 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -761928.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -761933.500000 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -761933.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -761938.625000 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -761938.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -761945.875000 Penalty: 4308.553223
	Iteration 39Q: 3 clusters Score -761945.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -761951.812500 Penalty: 4308.553223
	Iteration 40F: 3 clusters Score -761951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -761961.062500 Penalty: 4308.553223
	Iteration 41Q: 3 clusters Score -761961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -761969.937500 Penalty: 4308.553223
	Iteration 42Q: 3 clusters Score -761969.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -761973.062500 Penalty: 4308.553223
	Iteration 43Q: 3 clusters Score -761973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -761979.937500 Penalty: 4308.553223
	Iteration 44Q: 3 clusters Score -761979.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -761984.250000 Penalty: 4308.553223
	Iteration 45Q: 3 clusters Score -761984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -761986.812500 Penalty: 4308.553223
	Iteration 46Q: 3 clusters Score -761986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -761989.375000 Penalty: 4308.553223
	Iteration 47Q: 3 clusters Score -761989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -761990.937500 Penalty: 4308.553223
	Iteration 48Q: 3 clusters Score -761990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -761991.812500 Penalty: 4308.553223
	Iteration 49Q: 3 clusters Score -761991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -761991.437500 Penalty: 4308.553223
	Iteration 50Q: 3 clusters Score -761991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -761993.125000 Penalty: 4308.553223
	Iteration 51Q: 3 clusters Score -761993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -761995.437500 Penalty: 4308.553223
	Iteration 52Q: 3 clusters Score -761995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -761995.687500 Penalty: 4308.553223
	Iteration 53Q: 3 clusters Score -761995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -761999.750000 Penalty: 4308.553223
	Iteration 54Q: 3 clusters Score -761999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -762003.187500 Penalty: 4308.553223
	Iteration 55Q: 3 clusters Score -762003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -762006.375000 Penalty: 4308.553223
	Iteration 56Q: 3 clusters Score -762006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -762007.062500 Penalty: 4308.553223
	Iteration 57Q: 3 clusters Score -762007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -762010.062500 Penalty: 4308.553223
	Iteration 58Q: 3 clusters Score -762010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -762009.250000 Penalty: 4308.553223
	Iteration 59Q: 3 clusters Score -762009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -762014.875000 Penalty: 4308.553223
	Iteration 60F: 3 clusters Score -762014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -762015.437500 Penalty: 4308.553223
	Iteration 61Q: 3 clusters Score -762015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -762022.062500 Penalty: 4308.553223
	Iteration 62Q: 3 clusters Score -762022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -762027.250000 Penalty: 4308.553223
	Iteration 63Q: 3 clusters Score -762027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -762032.500000 Penalty: 4308.553223
	Iteration 64Q: 3 clusters Score -762032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -762035.250000 Penalty: 4308.553223
	Iteration 65Q: 3 clusters Score -762035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -762040.500000 Penalty: 4308.553223
	Iteration 66Q: 3 clusters Score -762040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -762040.687500 Penalty: 4308.553223
	Iteration 67Q: 3 clusters Score -762040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -762044.312500 Penalty: 4308.553223
	Iteration 68Q: 3 clusters Score -762044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -762043.812500 Penalty: 4308.553223
	Iteration 69Q: 3 clusters Score -762043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -762043.250000 Penalty: 4308.553223
	Iteration 70Q: 3 clusters Score -762043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -762043.750000 Penalty: 4308.553223
	Iteration 71Q: 3 clusters Score -762043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -762044.250000 Penalty: 4308.553223
	Iteration 72Q: 3 clusters Score -762044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -762046.250000 Penalty: 4308.553223
	Iteration 73Q: 3 clusters Score -762046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -762046.187500 Penalty: 4308.553223
	Iteration 74Q: 3 clusters Score -762046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -762047.562500 Penalty: 4308.553223
	Iteration 75Q: 3 clusters Score -762047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -762047.937500 Penalty: 4308.553223
	Iteration 76Q: 3 clusters Score -762047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -762047.312500 Penalty: 4308.553223
	Iteration 77Q: 3 clusters Score -762047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -762048.187500 Penalty: 4308.553223
	Iteration 78Q: 3 clusters Score -762048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -762048.187500 Penalty: 4308.553223
	Iteration 79F: 3 clusters Score -762048.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -877542.500000 Penalty: 2187.752930
	Iteration 0F: 2 clusters Score -877542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -871857.250000 Penalty: 4375.505859
	Iteration 0F: 3 clusters Score -871857.2 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -873428.125000 Penalty: 4375.505859
	Iteration 1F: 3 clusters Score -873428.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -873727.875000 Penalty: 4375.505859
	Iteration 2F: 3 clusters Score -873727.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -873980.250000 Penalty: 4375.505859
	Iteration 3F: 3 clusters Score -873980.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -874171.312500 Penalty: 4375.505859
	Iteration 4F: 3 clusters Score -874171.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -874332.000000 Penalty: 4375.505859
	Iteration 5Q: 3 clusters Score -874332 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -874462.250000 Penalty: 4375.505859
	Iteration 6Q: 3 clusters Score -874462.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -874573.125000 Penalty: 4375.505859
	Iteration 7Q: 3 clusters Score -874573.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -874676.937500 Penalty: 4375.505859
	Iteration 8Q: 3 clusters Score -874676.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -874786.625000 Penalty: 4375.505859
	Iteration 9Q: 3 clusters Score -874786.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -874883.937500 Penalty: 4375.505859
	Iteration 10Q: 3 clusters Score -874883.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -874975.750000 Penalty: 4375.505859
	Iteration 11Q: 3 clusters Score -874975.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -875083.375000 Penalty: 4375.505859
	Iteration 12Q: 3 clusters Score -875083.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -875173.687500 Penalty: 4375.505859
	Iteration 13Q: 3 clusters Score -875173.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -875248.625000 Penalty: 4375.505859
	Iteration 14Q: 3 clusters Score -875248.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -875311.375000 Penalty: 4375.505859
	Iteration 15Q: 3 clusters Score -875311.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -875381.437500 Penalty: 4375.505859
	Iteration 16Q: 3 clusters Score -875381.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -875447.187500 Penalty: 4375.505859
	Iteration 17Q: 3 clusters Score -875447.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -875513.250000 Penalty: 4375.505859
	Iteration 18Q: 3 clusters Score -875513.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -875571.375000 Penalty: 4375.505859
	Iteration 19Q: 3 clusters Score -875571.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -875619.000000 Penalty: 4375.505859
	Iteration 20F: 3 clusters Score -875619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -875648.937500 Penalty: 4375.505859
	Iteration 21Q: 3 clusters Score -875648.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -875674.875000 Penalty: 4375.505859
	Iteration 22Q: 3 clusters Score -875674.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -875694.125000 Penalty: 4375.505859
	Iteration 23Q: 3 clusters Score -875694.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -875706.312500 Penalty: 4375.505859
	Iteration 24Q: 3 clusters Score -875706.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -875717.625000 Penalty: 4375.505859
	Iteration 25Q: 3 clusters Score -875717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -875723.812500 Penalty: 4375.505859
	Iteration 26Q: 3 clusters Score -875723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -875730.500000 Penalty: 4375.505859
	Iteration 27Q: 3 clusters Score -875730.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -875735.500000 Penalty: 4375.505859
	Iteration 28Q: 3 clusters Score -875735.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -875737.500000 Penalty: 4375.505859
	Iteration 29Q: 3 clusters Score -875737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -875739.312500 Penalty: 4375.505859
	Iteration 30Q: 3 clusters Score -875739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -875742.125000 Penalty: 4375.505859
	Iteration 31Q: 3 clusters Score -875742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -875743.812500 Penalty: 4375.505859
	Iteration 32Q: 3 clusters Score -875743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -875746.750000 Penalty: 4375.505859
	Iteration 33Q: 3 clusters Score -875746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -875748.250000 Penalty: 4375.505859
	Iteration 34Q: 3 clusters Score -875748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -875748.250000 Penalty: 4375.505859
	Iteration 35F: 3 clusters Score -875748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Entering Unmasked Estep 
Score: -6871468.000000 Penalty: 2692.549561
	Iteration 0F: 2 clusters Score -6871468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -6836521.500000 Penalty: 5385.099121
	Iteration 0F: 3 clusters Score -6836522 nChanged 24155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6849970.500000 Penalty: 5385.099121
	Iteration 1F: 3 clusters Score -6849970 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6850580.500000 Penalty: 5385.099121
	Iteration 2Q: 3 clusters Score -6850580 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -6851167.500000 Penalty: 5385.099121
	Iteration 3Q: 3 clusters Score -6851168 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6851799.500000 Penalty: 5385.099121
	Iteration 4Q: 3 clusters Score -6851800 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -6852603.000000 Penalty: 5385.099121
	Iteration 5Q: 3 clusters Score -6852603 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6853615.000000 Penalty: 5385.099121
	Iteration 6Q: 3 clusters Score -6853615 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6854924.500000 Penalty: 5385.099121
	Iteration 7Q: 3 clusters Score -6854924 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6856476.500000 Penalty: 5385.099121
	Iteration 8F: 3 clusters Score -6856476 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6858169.000000 Penalty: 5385.099121
	Iteration 9F: 3 clusters Score -6858169 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -6859906.000000 Penalty: 5385.099121
	Iteration 10F: 3 clusters Score -6859906 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -6861724.000000 Penalty: 5385.099121
	Iteration 11F: 3 clusters Score -6861724 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -6863356.000000 Penalty: 5385.099121
	Iteration 12Q: 3 clusters Score -6863356 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -6864682.000000 Penalty: 5385.099121
	Iteration 13Q: 3 clusters Score -6864682 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -6865523.000000 Penalty: 5385.099121
	Iteration 14Q: 3 clusters Score -6865523 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6865897.500000 Penalty: 5385.099121
	Iteration 15Q: 3 clusters Score -6865898 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -6866072.500000 Penalty: 5385.099121
	Iteration 16Q: 3 clusters Score -6866072 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -6866217.500000 Penalty: 5385.099121
	Iteration 17Q: 3 clusters Score -6866218 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -6866306.500000 Penalty: 5385.099121
	Iteration 18Q: 3 clusters Score -6866306 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -6866376.500000 Penalty: 5385.099121
	Iteration 19Q: 3 clusters Score -6866376 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -6866418.500000 Penalty: 5385.099121
	Iteration 20F: 3 clusters Score -6866418 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -6866464.500000 Penalty: 5385.099121
	Iteration 21Q: 3 clusters Score -6866464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -6866487.000000 Penalty: 5385.099121
	Iteration 22Q: 3 clusters Score -6866487 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -6866495.000000 Penalty: 5385.099121
	Iteration 23Q: 3 clusters Score -6866495 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6866502.500000 Penalty: 5385.099121
	Iteration 24Q: 3 clusters Score -6866502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -6866514.500000 Penalty: 5385.099121
	Iteration 25Q: 3 clusters Score -6866514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -6866527.500000 Penalty: 5385.099121
	Iteration 26Q: 3 clusters Score -6866528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6866556.000000 Penalty: 5385.099121
	Iteration 27Q: 3 clusters Score -6866556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6866570.000000 Penalty: 5385.099121
	Iteration 28Q: 3 clusters Score -6866570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6866572.500000 Penalty: 5385.099121
	Iteration 29Q: 3 clusters Score -6866572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -6866579.500000 Penalty: 5385.099121
	Iteration 30Q: 3 clusters Score -6866580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6866577.500000 Penalty: 5385.099121
	Iteration 31Q: 3 clusters Score -6866578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -6866577.000000 Penalty: 5385.099121
	Iteration 32Q: 3 clusters Score -6866577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -6866591.500000 Penalty: 5385.099121
	Iteration 33Q: 3 clusters Score -6866592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -6866606.500000 Penalty: 5385.099121
	Iteration 34Q: 3 clusters Score -6866606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6866605.000000 Penalty: 5385.099121
	Iteration 35Q: 3 clusters Score -6866605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6866604.500000 Penalty: 5385.099121
	Iteration 36Q: 3 clusters Score -6866604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6866608.000000 Penalty: 5385.099121
	Iteration 37Q: 3 clusters Score -6866608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -6866589.500000 Penalty: 5385.099121
	Iteration 38Q: 3 clusters Score -6866590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6866584.500000 Penalty: 5385.099121
	Iteration 39Q: 3 clusters Score -6866584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -6866589.000000 Penalty: 5385.099121
	Iteration 40F: 3 clusters Score -6866589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6866578.000000 Penalty: 5385.099121
	Iteration 41Q: 3 clusters Score -6866578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -6866577.000000 Penalty: 5385.099121
	Iteration 42Q: 3 clusters Score -6866577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -6866574.000000 Penalty: 5385.099121
	Iteration 43Q: 3 clusters Score -6866574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -6866570.000000 Penalty: 5385.099121
	Iteration 44Q: 3 clusters Score -6866570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -6866571.500000 Penalty: 5385.099121
	Iteration 45Q: 3 clusters Score -6866572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6866582.000000 Penalty: 5385.099121
	Iteration 46Q: 3 clusters Score -6866582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6866581.000000 Penalty: 5385.099121
	Iteration 47Q: 3 clusters Score -6866581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -6866582.500000 Penalty: 5385.099121
	Iteration 48Q: 3 clusters Score -6866582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6866573.000000 Penalty: 5385.099121
	Iteration 49Q: 3 clusters Score -6866573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -6866578.000000 Penalty: 5385.099121
	Iteration 50Q: 3 clusters Score -6866578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -6866581.500000 Penalty: 5385.099121
	Iteration 51Q: 3 clusters Score -6866582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -6866581.500000 Penalty: 5385.099121
	Iteration 52F: 3 clusters Score -6866582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -152781.375000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -152781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150630.609375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -150630.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151126.609375 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -151126.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -151402.656250 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -151402.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151686.828125 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -151686.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151864.484375 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -151864.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152004.250000 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -152004.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152093.953125 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -152094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152169.046875 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -152169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152202.203125 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -152202.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152216.250000 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -152216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152222.953125 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -152223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152232.656250 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -152232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -152235.125000 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -152235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152235.687500 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -152235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152243.015625 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -152243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152247.093750 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -152247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152249.656250 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -152249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152251.406250 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -152251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152251.406250 Penalty: 3576.565918
	Iteration 18F: 3 clusters Score -152251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Entering Unmasked Estep 
Score: -1762144.500000 Penalty: 2375.747070
	Iteration 0F: 2 clusters Score -1762144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1751682.250000 Penalty: 4751.494141
	Iteration 0F: 3 clusters Score -1751682 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1755046.625000 Penalty: 4751.494141
	Iteration 1F: 3 clusters Score -1755047 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1755429.375000 Penalty: 4751.494141
	Iteration 2F: 3 clusters Score -1755429 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1755778.875000 Penalty: 4751.494141
	Iteration 3F: 3 clusters Score -1755779 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1756146.625000 Penalty: 4751.494141
	Iteration 4Q: 3 clusters Score -1756147 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1756513.500000 Penalty: 4751.494141
	Iteration 5Q: 3 clusters Score -1756514 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1756894.750000 Penalty: 4751.494141
	Iteration 6Q: 3 clusters Score -1756895 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1757320.125000 Penalty: 4751.494141
	Iteration 7Q: 3 clusters Score -1757320 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1757763.625000 Penalty: 4751.494141
	Iteration 8Q: 3 clusters Score -1757764 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1758212.750000 Penalty: 4751.494141
	Iteration 9F: 3 clusters Score -1758213 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1758635.125000 Penalty: 4751.494141
	Iteration 10Q: 3 clusters Score -1758635 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1758974.625000 Penalty: 4751.494141
	Iteration 11Q: 3 clusters Score -1758975 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1759227.500000 Penalty: 4751.494141
	Iteration 12Q: 3 clusters Score -1759228 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1759424.750000 Penalty: 4751.494141
	Iteration 13Q: 3 clusters Score -1759425 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1759562.500000 Penalty: 4751.494141
	Iteration 14Q: 3 clusters Score -1759562 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1759665.375000 Penalty: 4751.494141
	Iteration 15Q: 3 clusters Score -1759665 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1759753.750000 Penalty: 4751.494141
	Iteration 16Q: 3 clusters Score -1759754 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1759824.750000 Penalty: 4751.494141
	Iteration 17Q: 3 clusters Score -1759825 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1759898.625000 Penalty: 4751.494141
	Iteration 18Q: 3 clusters Score -1759899 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1759945.125000 Penalty: 4751.494141
	Iteration 19Q: 3 clusters Score -1759945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1759987.375000 Penalty: 4751.494141
	Iteration 20F: 3 clusters Score -1759987 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1760035.875000 Penalty: 4751.494141
	Iteration 21Q: 3 clusters Score -1760036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1760071.875000 Penalty: 4751.494141
	Iteration 22Q: 3 clusters Score -1760072 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1760110.250000 Penalty: 4751.494141
	Iteration 23Q: 3 clusters Score -1760110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1760150.375000 Penalty: 4751.494141
	Iteration 24Q: 3 clusters Score -1760150 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1760184.500000 Penalty: 4751.494141
	Iteration 25Q: 3 clusters Score -1760184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1760222.625000 Penalty: 4751.494141
	Iteration 26Q: 3 clusters Score -1760223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1760266.375000 Penalty: 4751.494141
	Iteration 27Q: 3 clusters Score -1760266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1760297.250000 Penalty: 4751.494141
	Iteration 28Q: 3 clusters Score -1760297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1760340.750000 Penalty: 4751.494141
	Iteration 29Q: 3 clusters Score -1760341 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1760388.750000 Penalty: 4751.494141
	Iteration 30Q: 3 clusters Score -1760389 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1760430.000000 Penalty: 4751.494141
	Iteration 31Q: 3 clusters Score -1760430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1760465.875000 Penalty: 4751.494141
	Iteration 32Q: 3 clusters Score -1760466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1760503.500000 Penalty: 4751.494141
	Iteration 33Q: 3 clusters Score -1760504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1760528.500000 Penalty: 4751.494141
	Iteration 34Q: 3 clusters Score -1760528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1760545.125000 Penalty: 4751.494141
	Iteration 35Q: 3 clusters Score -1760545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1760573.000000 Penalty: 4751.494141
	Iteration 36Q: 3 clusters Score -1760573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1760591.000000 Penalty: 4751.494141
	Iteration 37Q: 3 clusters Score -1760591 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1760615.000000 Penalty: 4751.494141
	Iteration 38Q: 3 clusters Score -1760615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1760635.250000 Penalty: 4751.494141
	Iteration 39Q: 3 clusters Score -1760635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1760651.625000 Penalty: 4751.494141
	Iteration 40F: 3 clusters Score -1760652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1760662.625000 Penalty: 4751.494141
	Iteration 41Q: 3 clusters Score -1760663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1760681.375000 Penalty: 4751.494141
	Iteration 42Q: 3 clusters Score -1760681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1760691.875000 Penalty: 4751.494141
	Iteration 43Q: 3 clusters Score -1760692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1760707.375000 Penalty: 4751.494141
	Iteration 44Q: 3 clusters Score -1760707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1760712.250000 Penalty: 4751.494141
	Iteration 45Q: 3 clusters Score -1760712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1760723.625000 Penalty: 4751.494141
	Iteration 46Q: 3 clusters Score -1760724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1760728.125000 Penalty: 4751.494141
	Iteration 47Q: 3 clusters Score -1760728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1760737.250000 Penalty: 4751.494141
	Iteration 48Q: 3 clusters Score -1760737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1760750.000000 Penalty: 4751.494141
	Iteration 49Q: 3 clusters Score -1760750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1760762.125000 Penalty: 4751.494141
	Iteration 50Q: 3 clusters Score -1760762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1760774.125000 Penalty: 4751.494141
	Iteration 51Q: 3 clusters Score -1760774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1760778.750000 Penalty: 4751.494141
	Iteration 52Q: 3 clusters Score -1760779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1760786.125000 Penalty: 4751.494141
	Iteration 53Q: 3 clusters Score -1760786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1760798.625000 Penalty: 4751.494141
	Iteration 54Q: 3 clusters Score -1760799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1760800.125000 Penalty: 4751.494141
	Iteration 55Q: 3 clusters Score -1760800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1760806.500000 Penalty: 4751.494141
	Iteration 56Q: 3 clusters Score -1760806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1760813.250000 Penalty: 4751.494141
	Iteration 57Q: 3 clusters Score -1760813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1760819.750000 Penalty: 4751.494141
	Iteration 58Q: 3 clusters Score -1760820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1760825.250000 Penalty: 4751.494141
	Iteration 59Q: 3 clusters Score -1760825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1760832.750000 Penalty: 4751.494141
	Iteration 60F: 3 clusters Score -1760833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1760840.875000 Penalty: 4751.494141
	Iteration 61Q: 3 clusters Score -1760841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1760844.625000 Penalty: 4751.494141
	Iteration 62Q: 3 clusters Score -1760845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1760846.750000 Penalty: 4751.494141
	Iteration 63Q: 3 clusters Score -1760847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1760849.375000 Penalty: 4751.494141
	Iteration 64Q: 3 clusters Score -1760849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1760853.375000 Penalty: 4751.494141
	Iteration 65Q: 3 clusters Score -1760853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1760853.250000 Penalty: 4751.494141
	Iteration 66Q: 3 clusters Score -1760853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1760855.250000 Penalty: 4751.494141
	Iteration 67Q: 3 clusters Score -1760855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1760861.375000 Penalty: 4751.494141
	Iteration 68Q: 3 clusters Score -1760861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1760864.500000 Penalty: 4751.494141
	Iteration 69Q: 3 clusters Score -1760864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1760866.000000 Penalty: 4751.494141
	Iteration 70Q: 3 clusters Score -1760866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1760869.750000 Penalty: 4751.494141
	Iteration 71Q: 3 clusters Score -1760870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1760877.625000 Penalty: 4751.494141
	Iteration 72Q: 3 clusters Score -1760878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1760879.000000 Penalty: 4751.494141
	Iteration 73Q: 3 clusters Score -1760879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1760874.875000 Penalty: 4751.494141
	Iteration 74Q: 3 clusters Score -1760875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1760876.000000 Penalty: 4751.494141
	Iteration 75Q: 3 clusters Score -1760876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1760876.000000 Penalty: 4751.494141
	Iteration 76Q: 3 clusters Score -1760876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1760877.750000 Penalty: 4751.494141
	Iteration 77Q: 3 clusters Score -1760878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1760876.375000 Penalty: 4751.494141
	Iteration 78Q: 3 clusters Score -1760876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1760876.375000 Penalty: 4751.494141
	Iteration 79F: 3 clusters Score -1760876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -829456.375000 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -829456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -823840.625000 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -823840.6 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -825509.562500 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -825509.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -825849.625000 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -825849.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -826100.562500 Penalty: 4374.993652
	Iteration 3F: 3 clusters Score -826100.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -826312.437500 Penalty: 4374.993652
	Iteration 4Q: 3 clusters Score -826312.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -826511.500000 Penalty: 4374.993652
	Iteration 5Q: 3 clusters Score -826511.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -826700.937500 Penalty: 4374.993652
	Iteration 6Q: 3 clusters Score -826700.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -826860.937500 Penalty: 4374.993652
	Iteration 7Q: 3 clusters Score -826860.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -827028.125000 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -827028.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -827216.312500 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -827216.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -827378.562500 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -827378.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -827493.187500 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -827493.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -827604.375000 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -827604.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -827727.000000 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -827727 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -827860.250000 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -827860.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -827991.687500 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -827991.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -828111.062500 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -828111.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -828189.125000 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -828189.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -828239.750000 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -828239.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -828282.000000 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -828282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -828323.562500 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -828323.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -828352.312500 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -828352.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -828376.250000 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -828376.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -828402.687500 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -828402.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -828429.937500 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -828429.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -828461.375000 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -828461.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -828491.750000 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -828491.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -828519.562500 Penalty: 4374.993652
	Iteration 27Q: 3 clusters Score -828519.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -828554.500000 Penalty: 4374.993652
	Iteration 28Q: 3 clusters Score -828554.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -828595.375000 Penalty: 4374.993652
	Iteration 29Q: 3 clusters Score -828595.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -828644.500000 Penalty: 4374.993652
	Iteration 30Q: 3 clusters Score -828644.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -828692.187500 Penalty: 4374.993652
	Iteration 31Q: 3 clusters Score -828692.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -828739.000000 Penalty: 4374.993652
	Iteration 32Q: 3 clusters Score -828739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -828782.312500 Penalty: 4374.993652
	Iteration 33Q: 3 clusters Score -828782.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -828827.250000 Penalty: 4374.993652
	Iteration 34Q: 3 clusters Score -828827.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -828863.187500 Penalty: 4374.993652
	Iteration 35Q: 3 clusters Score -828863.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -828879.687500 Penalty: 4374.993652
	Iteration 36Q: 3 clusters Score -828879.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -828895.750000 Penalty: 4374.993652
	Iteration 37Q: 3 clusters Score -828895.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -828902.562500 Penalty: 4374.993652
	Iteration 38Q: 3 clusters Score -828902.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -828906.062500 Penalty: 4374.993652
	Iteration 39Q: 3 clusters Score -828906.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -828911.375000 Penalty: 4374.993652
	Iteration 40F: 3 clusters Score -828911.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -828916.125000 Penalty: 4374.993652
	Iteration 41Q: 3 clusters Score -828916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -828918.375000 Penalty: 4374.993652
	Iteration 42Q: 3 clusters Score -828918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -828921.562500 Penalty: 4374.993652
	Iteration 43Q: 3 clusters Score -828921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -828923.062500 Penalty: 4374.993652
	Iteration 44Q: 3 clusters Score -828923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -828924.062500 Penalty: 4374.993652
	Iteration 45Q: 3 clusters Score -828924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -828925.375000 Penalty: 4374.993652
	Iteration 46Q: 3 clusters Score -828925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -828927.000000 Penalty: 4374.993652
	Iteration 47Q: 3 clusters Score -828927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -828929.125000 Penalty: 4374.993652
	Iteration 48Q: 3 clusters Score -828929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -828929.125000 Penalty: 4374.993652
	Iteration 49F: 3 clusters Score -828929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Entering Unmasked Estep 
Score: -11759854.000000 Penalty: 2828.416748
	Iteration 0F: 2 clusters Score -1.175985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -11699726.000000 Penalty: 5656.833496
	Iteration 0F: 3 clusters Score -1.169973e+07 nChanged 42142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -11723754.000000 Penalty: 5656.833496
	Iteration 1F: 3 clusters Score -1.172375e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -11724740.000000 Penalty: 5656.833496
	Iteration 2Q: 3 clusters Score -1.172474e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -11726289.000000 Penalty: 5656.833496
	Iteration 3Q: 3 clusters Score -1.172629e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -11728373.000000 Penalty: 5656.833496
	Iteration 4F: 3 clusters Score -1.172837e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -11731262.000000 Penalty: 5656.833496
	Iteration 5F: 3 clusters Score -1.173126e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -11735180.000000 Penalty: 5656.833496
	Iteration 6F: 3 clusters Score -1.173518e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -11739628.000000 Penalty: 5656.833496
	Iteration 7F: 3 clusters Score -1.173963e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -11744464.000000 Penalty: 5656.833496
	Iteration 8F: 3 clusters Score -1.174446e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -11748903.000000 Penalty: 5656.833496
	Iteration 9F: 3 clusters Score -1.17489e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -11752470.000000 Penalty: 5656.833496
	Iteration 10Q: 3 clusters Score -1.175247e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -11755007.000000 Penalty: 5656.833496
	Iteration 11Q: 3 clusters Score -1.175501e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -11756639.000000 Penalty: 5656.833496
	Iteration 12Q: 3 clusters Score -1.175664e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11757511.000000 Penalty: 5656.833496
	Iteration 13Q: 3 clusters Score -1.175751e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11758067.000000 Penalty: 5656.833496
	Iteration 14Q: 3 clusters Score -1.175807e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11758471.000000 Penalty: 5656.833496
	Iteration 15Q: 3 clusters Score -1.175847e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11758689.000000 Penalty: 5656.833496
	Iteration 16Q: 3 clusters Score -1.175869e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11758800.000000 Penalty: 5656.833496
	Iteration 17Q: 3 clusters Score -1.17588e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11758807.000000 Penalty: 5656.833496
	Iteration 18Q: 3 clusters Score -1.175881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11758813.000000 Penalty: 5656.833496
	Iteration 19Q: 3 clusters Score -1.175881e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11758830.000000 Penalty: 5656.833496
	Iteration 20F: 3 clusters Score -1.175883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11758844.000000 Penalty: 5656.833496
	Iteration 21Q: 3 clusters Score -1.175884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11758855.000000 Penalty: 5656.833496
	Iteration 22Q: 3 clusters Score -1.175886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11758868.000000 Penalty: 5656.833496
	Iteration 23Q: 3 clusters Score -1.175887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11758874.000000 Penalty: 5656.833496
	Iteration 24Q: 3 clusters Score -1.175887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11758876.000000 Penalty: 5656.833496
	Iteration 25Q: 3 clusters Score -1.175888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11758879.000000 Penalty: 5656.833496
	Iteration 26Q: 3 clusters Score -1.175888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11758894.000000 Penalty: 5656.833496
	Iteration 27Q: 3 clusters Score -1.175889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11758915.000000 Penalty: 5656.833496
	Iteration 28Q: 3 clusters Score -1.175892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11758920.000000 Penalty: 5656.833496
	Iteration 29Q: 3 clusters Score -1.175892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11758936.000000 Penalty: 5656.833496
	Iteration 30Q: 3 clusters Score -1.175894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11758945.000000 Penalty: 5656.833496
	Iteration 31Q: 3 clusters Score -1.175894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11758965.000000 Penalty: 5656.833496
	Iteration 32Q: 3 clusters Score -1.175896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11758963.000000 Penalty: 5656.833496
	Iteration 33Q: 3 clusters Score -1.175896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11758979.000000 Penalty: 5656.833496
	Iteration 34Q: 3 clusters Score -1.175898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11758974.000000 Penalty: 5656.833496
	Iteration 35Q: 3 clusters Score -1.175897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11758977.000000 Penalty: 5656.833496
	Iteration 36Q: 3 clusters Score -1.175898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11758993.000000 Penalty: 5656.833496
	Iteration 37Q: 3 clusters Score -1.175899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11758993.000000 Penalty: 5656.833496
	Iteration 38Q: 3 clusters Score -1.175899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11759004.000000 Penalty: 5656.833496
	Iteration 39Q: 3 clusters Score -1.1759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11759004.000000 Penalty: 5656.833496
	Iteration 40F: 3 clusters Score -1.1759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11759010.000000 Penalty: 5656.833496
	Iteration 41Q: 3 clusters Score -1.175901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11758997.000000 Penalty: 5656.833496
	Iteration 42Q: 3 clusters Score -1.1759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11759005.000000 Penalty: 5656.833496
	Iteration 43Q: 3 clusters Score -1.1759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11759007.000000 Penalty: 5656.833496
	Iteration 44Q: 3 clusters Score -1.175901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11759014.000000 Penalty: 5656.833496
	Iteration 45Q: 3 clusters Score -1.175901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11759008.000000 Penalty: 5656.833496
	Iteration 46Q: 3 clusters Score -1.175901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11759005.000000 Penalty: 5656.833496
	Iteration 47Q: 3 clusters Score -1.1759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11759015.000000 Penalty: 5656.833496
	Iteration 48Q: 3 clusters Score -1.175902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11759018.000000 Penalty: 5656.833496
	Iteration 49Q: 3 clusters Score -1.175902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11759023.000000 Penalty: 5656.833496
	Iteration 50Q: 3 clusters Score -1.175902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11759020.000000 Penalty: 5656.833496
	Iteration 51Q: 3 clusters Score -1.175902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11759023.000000 Penalty: 5656.833496
	Iteration 52Q: 3 clusters Score -1.175902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11759011.000000 Penalty: 5656.833496
	Iteration 53Q: 3 clusters Score -1.175901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11759009.000000 Penalty: 5656.833496
	Iteration 54Q: 3 clusters Score -1.175901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11759018.000000 Penalty: 5656.833496
	Iteration 55Q: 3 clusters Score -1.175902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11759018.000000 Penalty: 5656.833496
	Iteration 56Q: 3 clusters Score -1.175902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11759005.000000 Penalty: 5656.833496
	Iteration 57Q: 3 clusters Score -1.1759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11759013.000000 Penalty: 5656.833496
	Iteration 58Q: 3 clusters Score -1.175901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11759011.000000 Penalty: 5656.833496
	Iteration 59Q: 3 clusters Score -1.175901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11759010.000000 Penalty: 5656.833496
	Iteration 60F: 3 clusters Score -1.175901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11759005.000000 Penalty: 5656.833496
	Iteration 61Q: 3 clusters Score -1.1759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11759007.000000 Penalty: 5656.833496
	Iteration 62Q: 3 clusters Score -1.175901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11759008.000000 Penalty: 5656.833496
	Iteration 63Q: 3 clusters Score -1.175901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11759010.000000 Penalty: 5656.833496
	Iteration 64Q: 3 clusters Score -1.175901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11759004.000000 Penalty: 5656.833496
	Iteration 65Q: 3 clusters Score -1.1759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11759004.000000 Penalty: 5656.833496
	Iteration 66F: 3 clusters Score -1.1759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Entering Unmasked Estep 
Score: -1490796.375000 Penalty: 2316.963867
	Iteration 0F: 2 clusters Score -1490796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1482210.000000 Penalty: 4633.927734
	Iteration 0F: 3 clusters Score -1482210 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1484958.500000 Penalty: 4633.927734
	Iteration 1F: 3 clusters Score -1484958 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1485855.000000 Penalty: 4633.927734
	Iteration 2F: 3 clusters Score -1485855 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1487039.375000 Penalty: 4633.927734
	Iteration 3F: 3 clusters Score -1487039 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1488260.625000 Penalty: 4633.927734
	Iteration 4F: 3 clusters Score -1488261 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1489067.875000 Penalty: 4633.927734
	Iteration 5F: 3 clusters Score -1489068 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1489461.375000 Penalty: 4633.927734
	Iteration 6F: 3 clusters Score -1489461 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1489660.750000 Penalty: 4633.927734
	Iteration 7Q: 3 clusters Score -1489661 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1489779.500000 Penalty: 4633.927734
	Iteration 8Q: 3 clusters Score -1489780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1489857.500000 Penalty: 4633.927734
	Iteration 9Q: 3 clusters Score -1489858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1489906.000000 Penalty: 4633.927734
	Iteration 10Q: 3 clusters Score -1489906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1489949.500000 Penalty: 4633.927734
	Iteration 11Q: 3 clusters Score -1489950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1489991.250000 Penalty: 4633.927734
	Iteration 12Q: 3 clusters Score -1489991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1490023.750000 Penalty: 4633.927734
	Iteration 13Q: 3 clusters Score -1490024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1490049.625000 Penalty: 4633.927734
	Iteration 14Q: 3 clusters Score -1490050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1490062.625000 Penalty: 4633.927734
	Iteration 15Q: 3 clusters Score -1490063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1490073.750000 Penalty: 4633.927734
	Iteration 16Q: 3 clusters Score -1490074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1490085.125000 Penalty: 4633.927734
	Iteration 17Q: 3 clusters Score -1490085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1490091.000000 Penalty: 4633.927734
	Iteration 18Q: 3 clusters Score -1490091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1490096.000000 Penalty: 4633.927734
	Iteration 19Q: 3 clusters Score -1490096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1490098.625000 Penalty: 4633.927734
	Iteration 20F: 3 clusters Score -1490099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1490102.875000 Penalty: 4633.927734
	Iteration 21Q: 3 clusters Score -1490103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1490110.125000 Penalty: 4633.927734
	Iteration 22Q: 3 clusters Score -1490110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1490108.750000 Penalty: 4633.927734
	Iteration 23Q: 3 clusters Score -1490109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1490111.875000 Penalty: 4633.927734
	Iteration 24Q: 3 clusters Score -1490112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1490111.750000 Penalty: 4633.927734
	Iteration 25Q: 3 clusters Score -1490112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1490112.125000 Penalty: 4633.927734
	Iteration 26Q: 3 clusters Score -1490112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1490117.250000 Penalty: 4633.927734
	Iteration 27Q: 3 clusters Score -1490117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1490116.500000 Penalty: 4633.927734
	Iteration 28Q: 3 clusters Score -1490116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1490118.125000 Penalty: 4633.927734
	Iteration 29Q: 3 clusters Score -1490118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1490116.625000 Penalty: 4633.927734
	Iteration 30Q: 3 clusters Score -1490117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1490116.125000 Penalty: 4633.927734
	Iteration 31Q: 3 clusters Score -1490116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1490117.125000 Penalty: 4633.927734
	Iteration 32Q: 3 clusters Score -1490117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1490118.625000 Penalty: 4633.927734
	Iteration 33Q: 3 clusters Score -1490119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1490119.250000 Penalty: 4633.927734
	Iteration 34Q: 3 clusters Score -1490119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1490118.625000 Penalty: 4633.927734
	Iteration 35Q: 3 clusters Score -1490119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1490118.500000 Penalty: 4633.927734
	Iteration 36Q: 3 clusters Score -1490118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1490118.000000 Penalty: 4633.927734
	Iteration 37Q: 3 clusters Score -1490118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1490118.125000 Penalty: 4633.927734
	Iteration 38Q: 3 clusters Score -1490118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1490121.250000 Penalty: 4633.927734
	Iteration 39Q: 3 clusters Score -1490121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1490121.250000 Penalty: 4633.927734
	Iteration 40F: 3 clusters Score -1490121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Entering Unmasked Estep 
Score: -10818340.000000 Penalty: 2809.363037
	Iteration 0F: 2 clusters Score -1.081834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -10762805.000000 Penalty: 5618.726074
	Iteration 0F: 3 clusters Score -1.07628e+07 nChanged 39123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -10784806.000000 Penalty: 5618.726074
	Iteration 1F: 3 clusters Score -1.078481e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -10785826.000000 Penalty: 5618.726074
	Iteration 2Q: 3 clusters Score -1.078583e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -10787321.000000 Penalty: 5618.726074
	Iteration 3Q: 3 clusters Score -1.078732e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -10789533.000000 Penalty: 5618.726074
	Iteration 4F: 3 clusters Score -1.078953e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -10792923.000000 Penalty: 5618.726074
	Iteration 5F: 3 clusters Score -1.079292e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -10797280.000000 Penalty: 5618.726074
	Iteration 6F: 3 clusters Score -1.079728e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -10801397.000000 Penalty: 5618.726074
	Iteration 7F: 3 clusters Score -1.08014e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -10804549.000000 Penalty: 5618.726074
	Iteration 8F: 3 clusters Score -1.080455e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -10806779.000000 Penalty: 5618.726074
	Iteration 9Q: 3 clusters Score -1.080678e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -10808581.000000 Penalty: 5618.726074
	Iteration 10Q: 3 clusters Score -1.080858e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -10810157.000000 Penalty: 5618.726074
	Iteration 11Q: 3 clusters Score -1.081016e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -10811653.000000 Penalty: 5618.726074
	Iteration 12Q: 3 clusters Score -1.081165e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -10812945.000000 Penalty: 5618.726074
	Iteration 13Q: 3 clusters Score -1.081294e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -10814040.000000 Penalty: 5618.726074
	Iteration 14Q: 3 clusters Score -1.081404e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10814770.000000 Penalty: 5618.726074
	Iteration 15Q: 3 clusters Score -1.081477e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10815260.000000 Penalty: 5618.726074
	Iteration 16Q: 3 clusters Score -1.081526e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10815549.000000 Penalty: 5618.726074
	Iteration 17Q: 3 clusters Score -1.081555e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10815716.000000 Penalty: 5618.726074
	Iteration 18Q: 3 clusters Score -1.081572e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10815833.000000 Penalty: 5618.726074
	Iteration 19Q: 3 clusters Score -1.081583e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10815924.000000 Penalty: 5618.726074
	Iteration 20F: 3 clusters Score -1.081592e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10816004.000000 Penalty: 5618.726074
	Iteration 21Q: 3 clusters Score -1.0816e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10816040.000000 Penalty: 5618.726074
	Iteration 22Q: 3 clusters Score -1.081604e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10816093.000000 Penalty: 5618.726074
	Iteration 23Q: 3 clusters Score -1.081609e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10816119.000000 Penalty: 5618.726074
	Iteration 24Q: 3 clusters Score -1.081612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10816143.000000 Penalty: 5618.726074
	Iteration 25Q: 3 clusters Score -1.081614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10816176.000000 Penalty: 5618.726074
	Iteration 26Q: 3 clusters Score -1.081618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10816209.000000 Penalty: 5618.726074
	Iteration 27Q: 3 clusters Score -1.081621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10816225.000000 Penalty: 5618.726074
	Iteration 28Q: 3 clusters Score -1.081622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10816240.000000 Penalty: 5618.726074
	Iteration 29Q: 3 clusters Score -1.081624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10816266.000000 Penalty: 5618.726074
	Iteration 30Q: 3 clusters Score -1.081627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10816270.000000 Penalty: 5618.726074
	Iteration 31Q: 3 clusters Score -1.081627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10816279.000000 Penalty: 5618.726074
	Iteration 32Q: 3 clusters Score -1.081628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10816331.000000 Penalty: 5618.726074
	Iteration 33Q: 3 clusters Score -1.081633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10816345.000000 Penalty: 5618.726074
	Iteration 34Q: 3 clusters Score -1.081634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10816354.000000 Penalty: 5618.726074
	Iteration 35Q: 3 clusters Score -1.081635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10816359.000000 Penalty: 5618.726074
	Iteration 36Q: 3 clusters Score -1.081636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10816357.000000 Penalty: 5618.726074
	Iteration 37Q: 3 clusters Score -1.081636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10816364.000000 Penalty: 5618.726074
	Iteration 38Q: 3 clusters Score -1.081636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10816375.000000 Penalty: 5618.726074
	Iteration 39Q: 3 clusters Score -1.081638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10816375.000000 Penalty: 5618.726074
	Iteration 40F: 3 clusters Score -1.081638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10816380.000000 Penalty: 5618.726074
	Iteration 41Q: 3 clusters Score -1.081638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10816388.000000 Penalty: 5618.726074
	Iteration 42Q: 3 clusters Score -1.081639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10816387.000000 Penalty: 5618.726074
	Iteration 43Q: 3 clusters Score -1.081639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10816389.000000 Penalty: 5618.726074
	Iteration 44Q: 3 clusters Score -1.081639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10816385.000000 Penalty: 5618.726074
	Iteration 45Q: 3 clusters Score -1.081638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10816386.000000 Penalty: 5618.726074
	Iteration 46Q: 3 clusters Score -1.081639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10816386.000000 Penalty: 5618.726074
	Iteration 47F: 3 clusters Score -1.081639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Entering Unmasked Estep 
Score: -1919642.625000 Penalty: 2384.984131
	Iteration 0F: 2 clusters Score -1919643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1908775.500000 Penalty: 4769.968262
	Iteration 0F: 3 clusters Score -1908776 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1912392.875000 Penalty: 4769.968262
	Iteration 1F: 3 clusters Score -1912393 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1912940.000000 Penalty: 4769.968262
	Iteration 2F: 3 clusters Score -1912940 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1913495.875000 Penalty: 4769.968262
	Iteration 3F: 3 clusters Score -1913496 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1914125.000000 Penalty: 4769.968262
	Iteration 4F: 3 clusters Score -1914125 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1914819.625000 Penalty: 4769.968262
	Iteration 5F: 3 clusters Score -1914820 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1915548.625000 Penalty: 4769.968262
	Iteration 6F: 3 clusters Score -1915549 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1916262.125000 Penalty: 4769.968262
	Iteration 7F: 3 clusters Score -1916262 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1916873.125000 Penalty: 4769.968262
	Iteration 8F: 3 clusters Score -1916873 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1917375.875000 Penalty: 4769.968262
	Iteration 9Q: 3 clusters Score -1917376 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1917707.500000 Penalty: 4769.968262
	Iteration 10Q: 3 clusters Score -1917708 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1917960.500000 Penalty: 4769.968262
	Iteration 11Q: 3 clusters Score -1917960 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1918113.875000 Penalty: 4769.968262
	Iteration 12Q: 3 clusters Score -1918114 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1918208.250000 Penalty: 4769.968262
	Iteration 13Q: 3 clusters Score -1918208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1918274.625000 Penalty: 4769.968262
	Iteration 14Q: 3 clusters Score -1918275 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1918325.250000 Penalty: 4769.968262
	Iteration 15Q: 3 clusters Score -1918325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1918389.500000 Penalty: 4769.968262
	Iteration 16Q: 3 clusters Score -1918390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1918448.375000 Penalty: 4769.968262
	Iteration 17Q: 3 clusters Score -1918448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1918510.500000 Penalty: 4769.968262
	Iteration 18Q: 3 clusters Score -1918510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1918563.250000 Penalty: 4769.968262
	Iteration 19Q: 3 clusters Score -1918563 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1918603.750000 Penalty: 4769.968262
	Iteration 20F: 3 clusters Score -1918604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1918644.875000 Penalty: 4769.968262
	Iteration 21Q: 3 clusters Score -1918645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1918671.000000 Penalty: 4769.968262
	Iteration 22Q: 3 clusters Score -1918671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1918697.750000 Penalty: 4769.968262
	Iteration 23Q: 3 clusters Score -1918698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1918716.625000 Penalty: 4769.968262
	Iteration 24Q: 3 clusters Score -1918717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1918725.750000 Penalty: 4769.968262
	Iteration 25Q: 3 clusters Score -1918726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1918744.375000 Penalty: 4769.968262
	Iteration 26Q: 3 clusters Score -1918744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1918760.625000 Penalty: 4769.968262
	Iteration 27Q: 3 clusters Score -1918761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1918769.125000 Penalty: 4769.968262
	Iteration 28Q: 3 clusters Score -1918769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1918784.500000 Penalty: 4769.968262
	Iteration 29Q: 3 clusters Score -1918784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1918800.500000 Penalty: 4769.968262
	Iteration 30Q: 3 clusters Score -1918800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1918811.625000 Penalty: 4769.968262
	Iteration 31Q: 3 clusters Score -1918812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1918823.750000 Penalty: 4769.968262
	Iteration 32Q: 3 clusters Score -1918824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1918842.375000 Penalty: 4769.968262
	Iteration 33Q: 3 clusters Score -1918842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1918843.500000 Penalty: 4769.968262
	Iteration 34Q: 3 clusters Score -1918844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1918849.125000 Penalty: 4769.968262
	Iteration 35Q: 3 clusters Score -1918849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1918848.250000 Penalty: 4769.968262
	Iteration 36Q: 3 clusters Score -1918848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1918853.500000 Penalty: 4769.968262
	Iteration 37Q: 3 clusters Score -1918854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1918858.500000 Penalty: 4769.968262
	Iteration 38Q: 3 clusters Score -1918858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1918860.375000 Penalty: 4769.968262
	Iteration 39Q: 3 clusters Score -1918860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1918862.750000 Penalty: 4769.968262
	Iteration 40F: 3 clusters Score -1918863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1918867.625000 Penalty: 4769.968262
	Iteration 41Q: 3 clusters Score -1918868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1918869.375000 Penalty: 4769.968262
	Iteration 42Q: 3 clusters Score -1918869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1918869.750000 Penalty: 4769.968262
	Iteration 43Q: 3 clusters Score -1918870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1918869.375000 Penalty: 4769.968262
	Iteration 44Q: 3 clusters Score -1918869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1918873.375000 Penalty: 4769.968262
	Iteration 45Q: 3 clusters Score -1918873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1918875.375000 Penalty: 4769.968262
	Iteration 46Q: 3 clusters Score -1918875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1918873.250000 Penalty: 4769.968262
	Iteration 47Q: 3 clusters Score -1918873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1918874.500000 Penalty: 4769.968262
	Iteration 48Q: 3 clusters Score -1918874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1918874.375000 Penalty: 4769.968262
	Iteration 49Q: 3 clusters Score -1918874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1918873.125000 Penalty: 4769.968262
	Iteration 50Q: 3 clusters Score -1918873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1918873.125000 Penalty: 4769.968262
	Iteration 51F: 3 clusters Score -1918873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Entering Unmasked Estep 
Score: -5051397.000000 Penalty: 2638.578857
	Iteration 0F: 2 clusters Score -5051397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5023140.500000 Penalty: 5277.157715
	Iteration 0F: 3 clusters Score -5023140 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -5034018.000000 Penalty: 5277.157715
	Iteration 1F: 3 clusters Score -5034018 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5035053.500000 Penalty: 5277.157715
	Iteration 2F: 3 clusters Score -5035054 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -5036332.500000 Penalty: 5277.157715
	Iteration 3F: 3 clusters Score -5036332 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5037748.000000 Penalty: 5277.157715
	Iteration 4F: 3 clusters Score -5037748 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5039116.000000 Penalty: 5277.157715
	Iteration 5F: 3 clusters Score -5039116 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5040377.000000 Penalty: 5277.157715
	Iteration 6F: 3 clusters Score -5040377 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5041450.500000 Penalty: 5277.157715
	Iteration 7F: 3 clusters Score -5041450 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -5042352.000000 Penalty: 5277.157715
	Iteration 8Q: 3 clusters Score -5042352 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -5043030.000000 Penalty: 5277.157715
	Iteration 9Q: 3 clusters Score -5043030 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5043594.500000 Penalty: 5277.157715
	Iteration 10Q: 3 clusters Score -5043594 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5044015.500000 Penalty: 5277.157715
	Iteration 11Q: 3 clusters Score -5044016 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5044392.500000 Penalty: 5277.157715
	Iteration 12Q: 3 clusters Score -5044392 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5044659.500000 Penalty: 5277.157715
	Iteration 13Q: 3 clusters Score -5044660 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -5044981.000000 Penalty: 5277.157715
	Iteration 14Q: 3 clusters Score -5044981 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5045214.500000 Penalty: 5277.157715
	Iteration 15Q: 3 clusters Score -5045214 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5045454.500000 Penalty: 5277.157715
	Iteration 16Q: 3 clusters Score -5045454 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -5045703.000000 Penalty: 5277.157715
	Iteration 17Q: 3 clusters Score -5045703 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5045940.000000 Penalty: 5277.157715
	Iteration 18Q: 3 clusters Score -5045940 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -5046179.000000 Penalty: 5277.157715
	Iteration 19Q: 3 clusters Score -5046179 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5046388.500000 Penalty: 5277.157715
	Iteration 20F: 3 clusters Score -5046388 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5046633.500000 Penalty: 5277.157715
	Iteration 21Q: 3 clusters Score -5046634 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -5046928.500000 Penalty: 5277.157715
	Iteration 22Q: 3 clusters Score -5046928 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -5047268.000000 Penalty: 5277.157715
	Iteration 23Q: 3 clusters Score -5047268 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5047613.000000 Penalty: 5277.157715
	Iteration 24Q: 3 clusters Score -5047613 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5047951.500000 Penalty: 5277.157715
	Iteration 25Q: 3 clusters Score -5047952 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -5048224.500000 Penalty: 5277.157715
	Iteration 26Q: 3 clusters Score -5048224 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5048430.500000 Penalty: 5277.157715
	Iteration 27Q: 3 clusters Score -5048430 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5048601.500000 Penalty: 5277.157715
	Iteration 28Q: 3 clusters Score -5048602 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5048801.500000 Penalty: 5277.157715
	Iteration 29Q: 3 clusters Score -5048802 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5049003.000000 Penalty: 5277.157715
	Iteration 30Q: 3 clusters Score -5049003 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5049174.500000 Penalty: 5277.157715
	Iteration 31Q: 3 clusters Score -5049174 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -5049331.000000 Penalty: 5277.157715
	Iteration 32Q: 3 clusters Score -5049331 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5049497.000000 Penalty: 5277.157715
	Iteration 33Q: 3 clusters Score -5049497 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5049634.000000 Penalty: 5277.157715
	Iteration 34Q: 3 clusters Score -5049634 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5049737.500000 Penalty: 5277.157715
	Iteration 35Q: 3 clusters Score -5049738 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5049822.000000 Penalty: 5277.157715
	Iteration 36Q: 3 clusters Score -5049822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5049887.000000 Penalty: 5277.157715
	Iteration 37Q: 3 clusters Score -5049887 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5049925.000000 Penalty: 5277.157715
	Iteration 38Q: 3 clusters Score -5049925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5049962.500000 Penalty: 5277.157715
	Iteration 39Q: 3 clusters Score -5049962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5049992.000000 Penalty: 5277.157715
	Iteration 40F: 3 clusters Score -5049992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5050020.500000 Penalty: 5277.157715
	Iteration 41Q: 3 clusters Score -5050020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5050039.500000 Penalty: 5277.157715
	Iteration 42Q: 3 clusters Score -5050040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5050042.000000 Penalty: 5277.157715
	Iteration 43Q: 3 clusters Score -5050042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5050062.500000 Penalty: 5277.157715
	Iteration 44Q: 3 clusters Score -5050062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5050072.000000 Penalty: 5277.157715
	Iteration 45Q: 3 clusters Score -5050072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5050090.500000 Penalty: 5277.157715
	Iteration 46Q: 3 clusters Score -5050090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5050081.000000 Penalty: 5277.157715
	Iteration 47Q: 3 clusters Score -5050081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5050097.500000 Penalty: 5277.157715
	Iteration 48Q: 3 clusters Score -5050098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5050103.000000 Penalty: 5277.157715
	Iteration 49Q: 3 clusters Score -5050103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5050106.000000 Penalty: 5277.157715
	Iteration 50Q: 3 clusters Score -5050106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5050113.000000 Penalty: 5277.157715
	Iteration 51Q: 3 clusters Score -5050113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5050138.500000 Penalty: 5277.157715
	Iteration 52Q: 3 clusters Score -5050138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5050153.000000 Penalty: 5277.157715
	Iteration 53Q: 3 clusters Score -5050153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5050166.500000 Penalty: 5277.157715
	Iteration 54Q: 3 clusters Score -5050166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5050175.500000 Penalty: 5277.157715
	Iteration 55Q: 3 clusters Score -5050176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5050171.000000 Penalty: 5277.157715
	Iteration 56Q: 3 clusters Score -5050171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5050165.000000 Penalty: 5277.157715
	Iteration 57Q: 3 clusters Score -5050165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5050172.500000 Penalty: 5277.157715
	Iteration 58Q: 3 clusters Score -5050172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5050173.500000 Penalty: 5277.157715
	Iteration 59Q: 3 clusters Score -5050174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5050185.000000 Penalty: 5277.157715
	Iteration 60F: 3 clusters Score -5050185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5050190.500000 Penalty: 5277.157715
	Iteration 61Q: 3 clusters Score -5050190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5050201.000000 Penalty: 5277.157715
	Iteration 62Q: 3 clusters Score -5050201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5050199.500000 Penalty: 5277.157715
	Iteration 63Q: 3 clusters Score -5050200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5050194.500000 Penalty: 5277.157715
	Iteration 64Q: 3 clusters Score -5050194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5050197.500000 Penalty: 5277.157715
	Iteration 65Q: 3 clusters Score -5050198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5050195.500000 Penalty: 5277.157715
	Iteration 66Q: 3 clusters Score -5050196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5050193.500000 Penalty: 5277.157715
	Iteration 67Q: 3 clusters Score -5050194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5050195.500000 Penalty: 5277.157715
	Iteration 68Q: 3 clusters Score -5050196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5050202.500000 Penalty: 5277.157715
	Iteration 69Q: 3 clusters Score -5050202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5050202.000000 Penalty: 5277.157715
	Iteration 70Q: 3 clusters Score -5050202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5050206.500000 Penalty: 5277.157715
	Iteration 71Q: 3 clusters Score -5050206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5050206.000000 Penalty: 5277.157715
	Iteration 72Q: 3 clusters Score -5050206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5050199.500000 Penalty: 5277.157715
	Iteration 73Q: 3 clusters Score -5050200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5050212.500000 Penalty: 5277.157715
	Iteration 74Q: 3 clusters Score -5050212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5050210.000000 Penalty: 5277.157715
	Iteration 75Q: 3 clusters Score -5050210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5050211.000000 Penalty: 5277.157715
	Iteration 76Q: 3 clusters Score -5050211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5050210.000000 Penalty: 5277.157715
	Iteration 77Q: 3 clusters Score -5050210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5050209.000000 Penalty: 5277.157715
	Iteration 78Q: 3 clusters Score -5050209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5050210.000000 Penalty: 5277.157715
	Iteration 79Q: 3 clusters Score -5050210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5050210.000000 Penalty: 5277.157715
	Iteration 80F: 3 clusters Score -5050210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -1009861.000000 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -1009861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1003613.312500 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -1003613 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1005366.000000 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -1005366 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1005933.687500 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -1005934 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1006555.000000 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -1006555 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1007108.500000 Penalty: 4448.450684
	Iteration 4F: 3 clusters Score -1007108 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1007499.062500 Penalty: 4448.450684
	Iteration 5F: 3 clusters Score -1007499 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1007733.125000 Penalty: 4448.450684
	Iteration 6Q: 3 clusters Score -1007733 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1007863.187500 Penalty: 4448.450684
	Iteration 7Q: 3 clusters Score -1007863 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1007945.375000 Penalty: 4448.450684
	Iteration 8Q: 3 clusters Score -1007945 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1007994.750000 Penalty: 4448.450684
	Iteration 9Q: 3 clusters Score -1007995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1008021.562500 Penalty: 4448.450684
	Iteration 10Q: 3 clusters Score -1008022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1008046.000000 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -1008046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1008067.000000 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -1008067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1008083.500000 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -1008084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1008091.000000 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -1008091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1008099.312500 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -1008099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1008105.187500 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -1008105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1008108.625000 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -1008109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1008110.812500 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -1008111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1008113.562500 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -1008114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1008117.000000 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -1008117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1008117.250000 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -1008117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1008115.562500 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -1008116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1008119.312500 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -1008119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1008119.812500 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -1008120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1008117.875000 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -1008118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1008120.250000 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -1008120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1008120.250000 Penalty: 4448.450684
	Iteration 27F: 3 clusters Score -1008120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Entering Unmasked Estep 
Score: -2190814.750000 Penalty: 2431.117676
	Iteration 0F: 2 clusters Score -2190815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2178058.250000 Penalty: 4862.235352
	Iteration 0F: 3 clusters Score -2178058 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2182678.500000 Penalty: 4862.235352
	Iteration 1F: 3 clusters Score -2182678 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2183680.500000 Penalty: 4862.235352
	Iteration 2F: 3 clusters Score -2183680 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2184880.750000 Penalty: 4862.235352
	Iteration 3F: 3 clusters Score -2184881 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2186235.500000 Penalty: 4862.235352
	Iteration 4F: 3 clusters Score -2186236 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2187442.250000 Penalty: 4862.235352
	Iteration 5F: 3 clusters Score -2187442 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2188290.250000 Penalty: 4862.235352
	Iteration 6F: 3 clusters Score -2188290 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2188822.750000 Penalty: 4862.235352
	Iteration 7Q: 3 clusters Score -2188823 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2189127.500000 Penalty: 4862.235352
	Iteration 8Q: 3 clusters Score -2189128 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2189251.500000 Penalty: 4862.235352
	Iteration 9Q: 3 clusters Score -2189252 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2189332.750000 Penalty: 4862.235352
	Iteration 10Q: 3 clusters Score -2189333 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2189383.250000 Penalty: 4862.235352
	Iteration 11Q: 3 clusters Score -2189383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2189412.500000 Penalty: 4862.235352
	Iteration 12Q: 3 clusters Score -2189412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2189433.750000 Penalty: 4862.235352
	Iteration 13Q: 3 clusters Score -2189434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2189452.000000 Penalty: 4862.235352
	Iteration 14Q: 3 clusters Score -2189452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2189478.500000 Penalty: 4862.235352
	Iteration 15Q: 3 clusters Score -2189478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2189502.750000 Penalty: 4862.235352
	Iteration 16Q: 3 clusters Score -2189503 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2189513.750000 Penalty: 4862.235352
	Iteration 17Q: 3 clusters Score -2189514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2189512.000000 Penalty: 4862.235352
	Iteration 18Q: 3 clusters Score -2189512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2189522.000000 Penalty: 4862.235352
	Iteration 19Q: 3 clusters Score -2189522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2189524.750000 Penalty: 4862.235352
	Iteration 20F: 3 clusters Score -2189525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2189533.000000 Penalty: 4862.235352
	Iteration 21Q: 3 clusters Score -2189533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2189537.750000 Penalty: 4862.235352
	Iteration 22Q: 3 clusters Score -2189538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2189542.750000 Penalty: 4862.235352
	Iteration 23Q: 3 clusters Score -2189543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2189545.500000 Penalty: 4862.235352
	Iteration 24Q: 3 clusters Score -2189546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2189546.000000 Penalty: 4862.235352
	Iteration 25Q: 3 clusters Score -2189546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2189542.250000 Penalty: 4862.235352
	Iteration 26Q: 3 clusters Score -2189542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2189540.000000 Penalty: 4862.235352
	Iteration 27Q: 3 clusters Score -2189540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2189548.250000 Penalty: 4862.235352
	Iteration 28Q: 3 clusters Score -2189548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2189547.500000 Penalty: 4862.235352
	Iteration 29Q: 3 clusters Score -2189548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2189544.250000 Penalty: 4862.235352
	Iteration 30Q: 3 clusters Score -2189544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2189547.500000 Penalty: 4862.235352
	Iteration 31Q: 3 clusters Score -2189548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2189547.250000 Penalty: 4862.235352
	Iteration 32Q: 3 clusters Score -2189547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2189550.500000 Penalty: 4862.235352
	Iteration 33Q: 3 clusters Score -2189550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2189552.250000 Penalty: 4862.235352
	Iteration 34Q: 3 clusters Score -2189552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2189552.500000 Penalty: 4862.235352
	Iteration 35Q: 3 clusters Score -2189552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2189551.750000 Penalty: 4862.235352
	Iteration 36Q: 3 clusters Score -2189552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2189550.500000 Penalty: 4862.235352
	Iteration 37Q: 3 clusters Score -2189550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2189550.250000 Penalty: 4862.235352
	Iteration 38Q: 3 clusters Score -2189550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2189554.250000 Penalty: 4862.235352
	Iteration 39Q: 3 clusters Score -2189554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2189554.250000 Penalty: 4862.235352
	Iteration 40F: 3 clusters Score -2189554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2189556.000000 Penalty: 4862.235352
	Iteration 41Q: 3 clusters Score -2189556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2189559.750000 Penalty: 4862.235352
	Iteration 42Q: 3 clusters Score -2189560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2189558.750000 Penalty: 4862.235352
	Iteration 43Q: 3 clusters Score -2189559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2189559.250000 Penalty: 4862.235352
	Iteration 44Q: 3 clusters Score -2189559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2189558.250000 Penalty: 4862.235352
	Iteration 45Q: 3 clusters Score -2189558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2189556.000000 Penalty: 4862.235352
	Iteration 46Q: 3 clusters Score -2189556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2189559.250000 Penalty: 4862.235352
	Iteration 47Q: 3 clusters Score -2189559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2189565.250000 Penalty: 4862.235352
	Iteration 48Q: 3 clusters Score -2189565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2189563.250000 Penalty: 4862.235352
	Iteration 49Q: 3 clusters Score -2189563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2189564.250000 Penalty: 4862.235352
	Iteration 50Q: 3 clusters Score -2189564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2189564.000000 Penalty: 4862.235352
	Iteration 51Q: 3 clusters Score -2189564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2189562.000000 Penalty: 4862.235352
	Iteration 52Q: 3 clusters Score -2189562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2189562.000000 Penalty: 4862.235352
	Iteration 53F: 3 clusters Score -2189562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -664233.562500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664233.6 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -665403.875000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665403.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -665644.062500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665644.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665802.625000 Penalty: 4250.236816
	Iteration 3Q: 3 clusters Score -665802.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665961.437500 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665961.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -666133.625000 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -666133.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -666319.625000 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666319.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -666510.812500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666510.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666756.125000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666756.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -667078.437500 Penalty: 4250.236816
	Iteration 9F: 3 clusters Score -667078.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -667477.062500 Penalty: 4250.236816
	Iteration 10F: 3 clusters Score -667477.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -667840.812500 Penalty: 4250.236816
	Iteration 11F: 3 clusters Score -667840.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -668021.000000 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -668021 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -668118.000000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -668118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -668172.125000 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -668172.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -668200.500000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -668200.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -668220.750000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -668220.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -668237.000000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -668237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -668259.687500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -668259.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -668282.062500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -668282.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -668306.000000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -668306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -668320.437500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -668320.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -668335.187500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -668335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -668357.687500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -668357.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -668381.125000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -668381.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -668399.937500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -668399.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -668411.437500 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -668411.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -668420.812500 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -668420.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -668424.750000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -668424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -668428.000000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -668428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -668431.937500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -668431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -668437.187500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -668437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -668443.562500 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -668443.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -668448.125000 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -668448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -668452.875000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -668452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -668459.062500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -668459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -668461.000000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -668461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -668465.625000 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -668465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -668473.000000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -668473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -668477.875000 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -668477.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -668482.500000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -668482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -668486.437500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -668486.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -668493.562500 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -668493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -668497.687500 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -668497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -668501.687500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -668501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -668505.812500 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -668505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -668508.750000 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -668508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -668511.187500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -668511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -668513.750000 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -668513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -668512.625000 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -668512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -668513.437500 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -668513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -668513.062500 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -668513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -668513.875000 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -668513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -668513.875000 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -668513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -668515.625000 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -668515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -668516.687500 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -668516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -668516.812500 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -668516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -668517.062500 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -668517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -668517.687500 Penalty: 4250.236816
	Iteration 58Q: 3 clusters Score -668517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -668518.562500 Penalty: 4250.236816
	Iteration 59Q: 3 clusters Score -668518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -668519.125000 Penalty: 4250.236816
	Iteration 60F: 3 clusters Score -668519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -668519.000000 Penalty: 4250.236816
	Iteration 61Q: 3 clusters Score -668519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -668519.000000 Penalty: 4250.236816
	Iteration 62F: 3 clusters Score -668519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161467.031250 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159245.328125 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159245.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159758.500000 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -159758.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -160217.953125 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -160218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160548.890625 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160548.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -160856.453125 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160856.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161158.828125 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -161158.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161329.796875 Penalty: 3576.565918
	Iteration 6F: 3 clusters Score -161329.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161417.921875 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -161417.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161489.000000 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -161489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -161619.296875 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -161619.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161819.812500 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -161819.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161932.765625 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -161932.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161973.500000 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -161973.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -162001.843750 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -162001.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162037.421875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -162037.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -162091.984375 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -162092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -162141.515625 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -162141.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162184.703125 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -162184.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162226.640625 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -162226.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -162310.171875 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -162310.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -162369.562500 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -162369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -162389.062500 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -162389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162389.906250 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -162389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162389.906250 Penalty: 3576.565918
	Iteration 23F: 3 clusters Score -162389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40620 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 787 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47729 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30141 members 
Mstep: Class 44 contains 567 members 
Entering Unmasked Estep 
Score: -111269256.000000 Penalty: 149391.406250
Splitting cluster 26 changes total score from -111270192.000000 to -111269256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -3131230.000000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -3131230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3114403.500000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -3114404 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3120172.500000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -3120172 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3120582.750000 Penalty: 5006.472656
	Iteration 2Q: 3 clusters Score -3120583 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3120952.250000 Penalty: 5006.472656
	Iteration 3Q: 3 clusters Score -3120952 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3121298.750000 Penalty: 5006.472656
	Iteration 4Q: 3 clusters Score -3121299 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3121668.000000 Penalty: 5006.472656
	Iteration 5Q: 3 clusters Score -3121668 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3122107.500000 Penalty: 5006.472656
	Iteration 6Q: 3 clusters Score -3122108 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3122655.000000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -3122655 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3123339.250000 Penalty: 5006.472656
	Iteration 8Q: 3 clusters Score -3123339 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3124195.500000 Penalty: 5006.472656
	Iteration 9F: 3 clusters Score -3124196 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3125121.500000 Penalty: 5006.472656
	Iteration 10F: 3 clusters Score -3125122 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3126191.000000 Penalty: 5006.472656
	Iteration 11F: 3 clusters Score -3126191 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3127170.000000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -3127170 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3127911.250000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -3127911 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3128375.000000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -3128375 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3128637.250000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -3128637 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3128789.500000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -3128790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3128877.750000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -3128878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3128940.000000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -3128940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3128979.000000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -3128979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3129005.000000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -3129005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3129022.750000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -3129023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3129034.000000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -3129034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3129039.000000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -3129039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3129044.500000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -3129044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3129050.750000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -3129051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3129054.000000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -3129054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3129055.500000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -3129056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3129055.250000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -3129055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3129057.000000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -3129057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3129057.000000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -3129057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3129057.000000 Penalty: 5006.472656
	Iteration 31F: 3 clusters Score -3129057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -549792.125000 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -549792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -545445.750000 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -545445.8 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -546795.375000 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -546795.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -547299.250000 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -547299.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -547754.812500 Penalty: 4197.936035
	Iteration 3F: 3 clusters Score -547754.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -548145.750000 Penalty: 4197.936035
	Iteration 4F: 3 clusters Score -548145.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -548438.937500 Penalty: 4197.936035
	Iteration 5F: 3 clusters Score -548438.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -548610.250000 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -548610.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -548699.812500 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -548699.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -548775.750000 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -548775.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -548837.125000 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -548837.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -548870.875000 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -548870.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -548890.875000 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -548890.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -548904.562500 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -548904.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -548918.062500 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -548918.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -548926.562500 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -548926.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -548936.687500 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -548936.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -548944.812500 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -548944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -548949.562500 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -548949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -548953.750000 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -548953.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -548959.875000 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -548959.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -548965.687500 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -548965.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -548973.187500 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -548973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -548976.125000 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -548976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -548978.250000 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -548978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -548978.562500 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -548978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -548980.250000 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -548980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -548980.562500 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -548980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -548985.125000 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -548985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -548989.500000 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -548989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -548995.437500 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -548995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -549000.437500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -549000.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -549007.125000 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -549007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -549012.937500 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -549012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -549018.562500 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -549018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -549020.250000 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -549020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -549021.312500 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -549021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -549022.562500 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -549022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -549025.562500 Penalty: 4197.936035
	Iteration 37Q: 3 clusters Score -549025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -549027.437500 Penalty: 4197.936035
	Iteration 38Q: 3 clusters Score -549027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -549031.250000 Penalty: 4197.936035
	Iteration 39Q: 3 clusters Score -549031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -549036.312500 Penalty: 4197.936035
	Iteration 40F: 3 clusters Score -549036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -549043.187500 Penalty: 4197.936035
	Iteration 41Q: 3 clusters Score -549043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -549055.437500 Penalty: 4197.936035
	Iteration 42Q: 3 clusters Score -549055.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -549061.375000 Penalty: 4197.936035
	Iteration 43Q: 3 clusters Score -549061.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -549066.312500 Penalty: 4197.936035
	Iteration 44Q: 3 clusters Score -549066.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -549070.437500 Penalty: 4197.936035
	Iteration 45Q: 3 clusters Score -549070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -549073.000000 Penalty: 4197.936035
	Iteration 46Q: 3 clusters Score -549073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -549076.375000 Penalty: 4197.936035
	Iteration 47Q: 3 clusters Score -549076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -549078.000000 Penalty: 4197.936035
	Iteration 48Q: 3 clusters Score -549078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -549079.687500 Penalty: 4197.936035
	Iteration 49Q: 3 clusters Score -549079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -549079.750000 Penalty: 4197.936035
	Iteration 50Q: 3 clusters Score -549079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -549080.125000 Penalty: 4197.936035
	Iteration 51Q: 3 clusters Score -549080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -549081.687500 Penalty: 4197.936035
	Iteration 52Q: 3 clusters Score -549081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -549081.687500 Penalty: 4197.936035
	Iteration 53Q: 3 clusters Score -549081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -549082.625000 Penalty: 4197.936035
	Iteration 54Q: 3 clusters Score -549082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -549082.625000 Penalty: 4197.936035
	Iteration 55F: 3 clusters Score -549082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117363 members 
Entering Unmasked Estep 
Score: -15330746.000000 Penalty: 2894.910645
	Iteration 0F: 2 clusters Score -1.533075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -15252431.000000 Penalty: 5789.821289
	Iteration 0F: 3 clusters Score -1.525243e+07 nChanged 55612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -15284088.000000 Penalty: 5789.821289
	Iteration 1F: 3 clusters Score -1.528409e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -15284983.000000 Penalty: 5789.821289
	Iteration 2Q: 3 clusters Score -1.528498e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -15285988.000000 Penalty: 5789.821289
	Iteration 3Q: 3 clusters Score -1.528599e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -15287254.000000 Penalty: 5789.821289
	Iteration 4Q: 3 clusters Score -1.528725e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -15288908.000000 Penalty: 5789.821289
	Iteration 5Q: 3 clusters Score -1.528891e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -15290853.000000 Penalty: 5789.821289
	Iteration 6Q: 3 clusters Score -1.529085e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -15293480.000000 Penalty: 5789.821289
	Iteration 7Q: 3 clusters Score -1.529348e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -15296758.000000 Penalty: 5789.821289
	Iteration 8F: 3 clusters Score -1.529676e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -15300343.000000 Penalty: 5789.821289
	Iteration 9F: 3 clusters Score -1.530034e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -15304119.000000 Penalty: 5789.821289
	Iteration 10F: 3 clusters Score -1.530412e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -15307606.000000 Penalty: 5789.821289
	Iteration 11F: 3 clusters Score -1.530761e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -15310917.000000 Penalty: 5789.821289
	Iteration 12Q: 3 clusters Score -1.531092e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -15313819.000000 Penalty: 5789.821289
	Iteration 13Q: 3 clusters Score -1.531382e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -15316491.000000 Penalty: 5789.821289
	Iteration 14Q: 3 clusters Score -1.531649e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -15318787.000000 Penalty: 5789.821289
	Iteration 15Q: 3 clusters Score -1.531879e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -15320872.000000 Penalty: 5789.821289
	Iteration 16Q: 3 clusters Score -1.532087e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -15322612.000000 Penalty: 5789.821289
	Iteration 17Q: 3 clusters Score -1.532261e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
Score: -15324036.000000 Penalty: 5789.821289
	Iteration 18Q: 3 clusters Score -1.532404e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -15325226.000000 Penalty: 5789.821289
	Iteration 19Q: 3 clusters Score -1.532523e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -15326090.000000 Penalty: 5789.821289
	Iteration 20F: 3 clusters Score -1.532609e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -15326865.000000 Penalty: 5789.821289
	Iteration 21Q: 3 clusters Score -1.532686e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -15327383.000000 Penalty: 5789.821289
	Iteration 22Q: 3 clusters Score -1.532738e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -15327657.000000 Penalty: 5789.821289
	Iteration 23Q: 3 clusters Score -1.532766e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 113243 members 
Entering Unmasked Estep 
Score: -15327936.000000 Penalty: 5789.821289
	Iteration 24Q: 3 clusters Score -1.532794e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -15328081.000000 Penalty: 5789.821289
	Iteration 25Q: 3 clusters Score -1.532808e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 114109 members 
Entering Unmasked Estep 
Score: -15328264.000000 Penalty: 5789.821289
	Iteration 26Q: 3 clusters Score -1.532826e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -15328421.000000 Penalty: 5789.821289
	Iteration 27Q: 3 clusters Score -1.532842e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -15328507.000000 Penalty: 5789.821289
	Iteration 28Q: 3 clusters Score -1.532851e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -15328556.000000 Penalty: 5789.821289
	Iteration 29Q: 3 clusters Score -1.532856e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -15328617.000000 Penalty: 5789.821289
	Iteration 30Q: 3 clusters Score -1.532862e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -15328667.000000 Penalty: 5789.821289
	Iteration 31Q: 3 clusters Score -1.532867e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -15328693.000000 Penalty: 5789.821289
	Iteration 32Q: 3 clusters Score -1.532869e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -15328681.000000 Penalty: 5789.821289
	Iteration 33Q: 3 clusters Score -1.532868e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -15328711.000000 Penalty: 5789.821289
	Iteration 34Q: 3 clusters Score -1.532871e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 115258 members 
Entering Unmasked Estep 
Score: -15328715.000000 Penalty: 5789.821289
	Iteration 35Q: 3 clusters Score -1.532872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -15328733.000000 Penalty: 5789.821289
	Iteration 36Q: 3 clusters Score -1.532873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 115302 members 
Entering Unmasked Estep 
Score: -15328726.000000 Penalty: 5789.821289
	Iteration 37Q: 3 clusters Score -1.532873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -15328731.000000 Penalty: 5789.821289
	Iteration 38Q: 3 clusters Score -1.532873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -15328723.000000 Penalty: 5789.821289
	Iteration 39Q: 3 clusters Score -1.532872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -15328748.000000 Penalty: 5789.821289
	Iteration 40F: 3 clusters Score -1.532875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -15328748.000000 Penalty: 5789.821289
	Iteration 41Q: 3 clusters Score -1.532875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -15328752.000000 Penalty: 5789.821289
	Iteration 42Q: 3 clusters Score -1.532875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -15328777.000000 Penalty: 5789.821289
	Iteration 43Q: 3 clusters Score -1.532878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -15328776.000000 Penalty: 5789.821289
	Iteration 44Q: 3 clusters Score -1.532878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 115421 members 
Entering Unmasked Estep 
Score: -15328780.000000 Penalty: 5789.821289
	Iteration 45Q: 3 clusters Score -1.532878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -15328782.000000 Penalty: 5789.821289
	Iteration 46Q: 3 clusters Score -1.532878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -15328788.000000 Penalty: 5789.821289
	Iteration 47Q: 3 clusters Score -1.532879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -15328784.000000 Penalty: 5789.821289
	Iteration 48Q: 3 clusters Score -1.532878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -15328790.000000 Penalty: 5789.821289
	Iteration 49Q: 3 clusters Score -1.532879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -15328788.000000 Penalty: 5789.821289
	Iteration 50Q: 3 clusters Score -1.532879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -15328794.000000 Penalty: 5789.821289
	Iteration 51Q: 3 clusters Score -1.532879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 115443 members 
Entering Unmasked Estep 
Score: -15328805.000000 Penalty: 5789.821289
	Iteration 52Q: 3 clusters Score -1.53288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 115446 members 
Entering Unmasked Estep 
Score: -15328797.000000 Penalty: 5789.821289
	Iteration 53Q: 3 clusters Score -1.53288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -15328796.000000 Penalty: 5789.821289
	Iteration 54Q: 3 clusters Score -1.53288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -15328807.000000 Penalty: 5789.821289
	Iteration 55Q: 3 clusters Score -1.532881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -15328807.000000 Penalty: 5789.821289
	Iteration 56Q: 3 clusters Score -1.532881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -15328793.000000 Penalty: 5789.821289
	Iteration 57Q: 3 clusters Score -1.532879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -15328800.000000 Penalty: 5789.821289
	Iteration 58Q: 3 clusters Score -1.53288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -15328799.000000 Penalty: 5789.821289
	Iteration 59Q: 3 clusters Score -1.53288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -15328816.000000 Penalty: 5789.821289
	Iteration 60F: 3 clusters Score -1.532882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -15328811.000000 Penalty: 5789.821289
	Iteration 61Q: 3 clusters Score -1.532881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -15328807.000000 Penalty: 5789.821289
	Iteration 62Q: 3 clusters Score -1.532881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -15328814.000000 Penalty: 5789.821289
	Iteration 63Q: 3 clusters Score -1.532881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -15328811.000000 Penalty: 5789.821289
	Iteration 64Q: 3 clusters Score -1.532881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -15328810.000000 Penalty: 5789.821289
	Iteration 65Q: 3 clusters Score -1.532881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -15328808.000000 Penalty: 5789.821289
	Iteration 66Q: 3 clusters Score -1.532881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -15328810.000000 Penalty: 5789.821289
	Iteration 67Q: 3 clusters Score -1.532881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -15328810.000000 Penalty: 5789.821289
	Iteration 68F: 3 clusters Score -1.532881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Entering Unmasked Estep 
Score: -6170765.000000 Penalty: 2671.777100
	Iteration 0F: 2 clusters Score -6170765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -6138679.500000 Penalty: 5343.554199
	Iteration 0F: 3 clusters Score -6138680 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6150691.000000 Penalty: 5343.554199
	Iteration 1F: 3 clusters Score -6150691 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -6151278.500000 Penalty: 5343.554199
	Iteration 2Q: 3 clusters Score -6151278 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -6151830.000000 Penalty: 5343.554199
	Iteration 3Q: 3 clusters Score -6151830 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6152477.000000 Penalty: 5343.554199
	Iteration 4Q: 3 clusters Score -6152477 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6153250.500000 Penalty: 5343.554199
	Iteration 5Q: 3 clusters Score -6153250 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6154292.500000 Penalty: 5343.554199
	Iteration 6Q: 3 clusters Score -6154292 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6155541.500000 Penalty: 5343.554199
	Iteration 7F: 3 clusters Score -6155542 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -6156972.000000 Penalty: 5343.554199
	Iteration 8F: 3 clusters Score -6156972 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -6158442.500000 Penalty: 5343.554199
	Iteration 9F: 3 clusters Score -6158442 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -6159766.500000 Penalty: 5343.554199
	Iteration 10F: 3 clusters Score -6159766 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6160701.000000 Penalty: 5343.554199
	Iteration 11Q: 3 clusters Score -6160701 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6161353.000000 Penalty: 5343.554199
	Iteration 12Q: 3 clusters Score -6161353 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -6161980.000000 Penalty: 5343.554199
	Iteration 13Q: 3 clusters Score -6161980 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -6162549.500000 Penalty: 5343.554199
	Iteration 14Q: 3 clusters Score -6162550 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6163152.000000 Penalty: 5343.554199
	Iteration 15Q: 3 clusters Score -6163152 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -6163830.500000 Penalty: 5343.554199
	Iteration 16Q: 3 clusters Score -6163830 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6164614.000000 Penalty: 5343.554199
	Iteration 17Q: 3 clusters Score -6164614 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -6165351.000000 Penalty: 5343.554199
	Iteration 18Q: 3 clusters Score -6165351 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -6166025.000000 Penalty: 5343.554199
	Iteration 19Q: 3 clusters Score -6166025 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -6166644.500000 Penalty: 5343.554199
	Iteration 20F: 3 clusters Score -6166644 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6167129.500000 Penalty: 5343.554199
	Iteration 21Q: 3 clusters Score -6167130 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -6167529.500000 Penalty: 5343.554199
	Iteration 22Q: 3 clusters Score -6167530 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -6167835.500000 Penalty: 5343.554199
	Iteration 23Q: 3 clusters Score -6167836 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -6168061.500000 Penalty: 5343.554199
	Iteration 24Q: 3 clusters Score -6168062 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -6168253.000000 Penalty: 5343.554199
	Iteration 25Q: 3 clusters Score -6168253 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6168428.000000 Penalty: 5343.554199
	Iteration 26Q: 3 clusters Score -6168428 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -6168512.500000 Penalty: 5343.554199
	Iteration 27Q: 3 clusters Score -6168512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -6168587.500000 Penalty: 5343.554199
	Iteration 28Q: 3 clusters Score -6168588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -6168651.000000 Penalty: 5343.554199
	Iteration 29Q: 3 clusters Score -6168651 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6168709.000000 Penalty: 5343.554199
	Iteration 30Q: 3 clusters Score -6168709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -6168745.000000 Penalty: 5343.554199
	Iteration 31Q: 3 clusters Score -6168745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6168768.000000 Penalty: 5343.554199
	Iteration 32Q: 3 clusters Score -6168768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -6168787.500000 Penalty: 5343.554199
	Iteration 33Q: 3 clusters Score -6168788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6168802.000000 Penalty: 5343.554199
	Iteration 34Q: 3 clusters Score -6168802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -6168811.500000 Penalty: 5343.554199
	Iteration 35Q: 3 clusters Score -6168812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6168812.000000 Penalty: 5343.554199
	Iteration 36Q: 3 clusters Score -6168812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6168826.000000 Penalty: 5343.554199
	Iteration 37Q: 3 clusters Score -6168826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -6168830.000000 Penalty: 5343.554199
	Iteration 38Q: 3 clusters Score -6168830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -6168825.000000 Penalty: 5343.554199
	Iteration 39Q: 3 clusters Score -6168825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6168823.000000 Penalty: 5343.554199
	Iteration 40F: 3 clusters Score -6168823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6168831.500000 Penalty: 5343.554199
	Iteration 41Q: 3 clusters Score -6168832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -6168830.500000 Penalty: 5343.554199
	Iteration 42Q: 3 clusters Score -6168830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -6168833.500000 Penalty: 5343.554199
	Iteration 43Q: 3 clusters Score -6168834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6168825.500000 Penalty: 5343.554199
	Iteration 44Q: 3 clusters Score -6168826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6168829.000000 Penalty: 5343.554199
	Iteration 45Q: 3 clusters Score -6168829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6168827.500000 Penalty: 5343.554199
	Iteration 46Q: 3 clusters Score -6168828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -6168839.500000 Penalty: 5343.554199
	Iteration 47Q: 3 clusters Score -6168840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -6168852.500000 Penalty: 5343.554199
	Iteration 48Q: 3 clusters Score -6168852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -6168853.500000 Penalty: 5343.554199
	Iteration 49Q: 3 clusters Score -6168854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6168867.000000 Penalty: 5343.554199
	Iteration 50Q: 3 clusters Score -6168867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6168874.500000 Penalty: 5343.554199
	Iteration 51Q: 3 clusters Score -6168874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6168885.000000 Penalty: 5343.554199
	Iteration 52Q: 3 clusters Score -6168885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6168883.000000 Penalty: 5343.554199
	Iteration 53Q: 3 clusters Score -6168883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6168887.500000 Penalty: 5343.554199
	Iteration 54Q: 3 clusters Score -6168888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6168891.500000 Penalty: 5343.554199
	Iteration 55Q: 3 clusters Score -6168892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6168892.000000 Penalty: 5343.554199
	Iteration 56Q: 3 clusters Score -6168892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -6168894.500000 Penalty: 5343.554199
	Iteration 57Q: 3 clusters Score -6168894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6168892.500000 Penalty: 5343.554199
	Iteration 58Q: 3 clusters Score -6168892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6168899.500000 Penalty: 5343.554199
	Iteration 59Q: 3 clusters Score -6168900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6168902.000000 Penalty: 5343.554199
	Iteration 60F: 3 clusters Score -6168902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -200359.218750 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -200359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -197932.421875 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -197932.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198360.718750 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -198360.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198512.500000 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -198512.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -198614.484375 Penalty: 3694.373535
	Iteration 3F: 3 clusters Score -198614.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -198676.953125 Penalty: 3694.373535
	Iteration 4Q: 3 clusters Score -198677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198724.187500 Penalty: 3694.373535
	Iteration 5Q: 3 clusters Score -198724.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198759.781250 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -198759.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -198787.187500 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -198787.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -198805.781250 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -198805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -198822.375000 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -198822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198833.578125 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -198833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -198842.109375 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -198842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -198844.625000 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -198844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198847.937500 Penalty: 3694.373535
	Iteration 13Q: 3 clusters Score -198847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198849.109375 Penalty: 3694.373535
	Iteration 14Q: 3 clusters Score -198849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198849.781250 Penalty: 3694.373535
	Iteration 15Q: 3 clusters Score -198849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198851.265625 Penalty: 3694.373535
	Iteration 16Q: 3 clusters Score -198851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198852.562500 Penalty: 3694.373535
	Iteration 17Q: 3 clusters Score -198852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198852.562500 Penalty: 3694.373535
	Iteration 18F: 3 clusters Score -198852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -516123.812500 Penalty: 2071.023926
	Iteration 0F: 2 clusters Score -516123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -512166.375000 Penalty: 4142.047852
	Iteration 0F: 3 clusters Score -512166.4 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -513041.343750 Penalty: 4142.047852
	Iteration 1F: 3 clusters Score -513041.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -513237.500000 Penalty: 4142.047852
	Iteration 2F: 3 clusters Score -513237.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -513393.718750 Penalty: 4142.047852
	Iteration 3F: 3 clusters Score -513393.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -513550.375000 Penalty: 4142.047852
	Iteration 4F: 3 clusters Score -513550.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -513668.531250 Penalty: 4142.047852
	Iteration 5Q: 3 clusters Score -513668.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -513768.781250 Penalty: 4142.047852
	Iteration 6Q: 3 clusters Score -513768.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -513862.031250 Penalty: 4142.047852
	Iteration 7Q: 3 clusters Score -513862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -513963.781250 Penalty: 4142.047852
	Iteration 8Q: 3 clusters Score -513963.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -514073.406250 Penalty: 4142.047852
	Iteration 9Q: 3 clusters Score -514073.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -514161.906250 Penalty: 4142.047852
	Iteration 10Q: 3 clusters Score -514161.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -514227.187500 Penalty: 4142.047852
	Iteration 11Q: 3 clusters Score -514227.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -514284.531250 Penalty: 4142.047852
	Iteration 12Q: 3 clusters Score -514284.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -514335.093750 Penalty: 4142.047852
	Iteration 13Q: 3 clusters Score -514335.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -514382.593750 Penalty: 4142.047852
	Iteration 14Q: 3 clusters Score -514382.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -514411.562500 Penalty: 4142.047852
	Iteration 15Q: 3 clusters Score -514411.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -514438.687500 Penalty: 4142.047852
	Iteration 16Q: 3 clusters Score -514438.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -514462.062500 Penalty: 4142.047852
	Iteration 17Q: 3 clusters Score -514462.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -514484.187500 Penalty: 4142.047852
	Iteration 18Q: 3 clusters Score -514484.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -514502.937500 Penalty: 4142.047852
	Iteration 19Q: 3 clusters Score -514502.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -514531.750000 Penalty: 4142.047852
	Iteration 20F: 3 clusters Score -514531.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -514549.812500 Penalty: 4142.047852
	Iteration 21Q: 3 clusters Score -514549.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -514566.968750 Penalty: 4142.047852
	Iteration 22Q: 3 clusters Score -514567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -514579.968750 Penalty: 4142.047852
	Iteration 23Q: 3 clusters Score -514580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -514590.343750 Penalty: 4142.047852
	Iteration 24Q: 3 clusters Score -514590.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -514598.312500 Penalty: 4142.047852
	Iteration 25Q: 3 clusters Score -514598.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -514611.812500 Penalty: 4142.047852
	Iteration 26Q: 3 clusters Score -514611.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -514626.125000 Penalty: 4142.047852
	Iteration 27Q: 3 clusters Score -514626.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -514644.437500 Penalty: 4142.047852
	Iteration 28Q: 3 clusters Score -514644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -514657.125000 Penalty: 4142.047852
	Iteration 29Q: 3 clusters Score -514657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -514668.250000 Penalty: 4142.047852
	Iteration 30Q: 3 clusters Score -514668.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -514678.781250 Penalty: 4142.047852
	Iteration 31Q: 3 clusters Score -514678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -514683.062500 Penalty: 4142.047852
	Iteration 32Q: 3 clusters Score -514683.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -514689.343750 Penalty: 4142.047852
	Iteration 33Q: 3 clusters Score -514689.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -514695.968750 Penalty: 4142.047852
	Iteration 34Q: 3 clusters Score -514696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -514700.218750 Penalty: 4142.047852
	Iteration 35Q: 3 clusters Score -514700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -514705.250000 Penalty: 4142.047852
	Iteration 36Q: 3 clusters Score -514705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -514708.156250 Penalty: 4142.047852
	Iteration 37Q: 3 clusters Score -514708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -514708.281250 Penalty: 4142.047852
	Iteration 38Q: 3 clusters Score -514708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -514708.281250 Penalty: 4142.047852
	Iteration 39F: 3 clusters Score -514708.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31916.693359 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31916.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32014.753906 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32014.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32058.800781 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32072.093750 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32072.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32083.275391 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32083.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32086.783203 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -32086.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32087.728516 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -32087.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32087.728516 Penalty: 2791.300049
	Iteration 7F: 3 clusters Score -32087.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -832658.625000 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -832658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -827251.562500 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -827251.6 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -828691.812500 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -828691.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -828919.500000 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -828919.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -829108.500000 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -829108.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -829266.500000 Penalty: 4347.666992
	Iteration 4Q: 3 clusters Score -829266.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -829404.062500 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -829404.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -829508.250000 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -829508.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -829605.812500 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -829605.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -829699.625000 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -829699.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -829796.125000 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -829796.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -829877.937500 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -829877.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -829939.562500 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -829939.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -829991.625000 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -829991.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -830034.375000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -830034.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -830070.875000 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -830070.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -830099.750000 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -830099.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -830119.250000 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -830119.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -830149.562500 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -830149.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -830176.062500 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -830176.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -830190.187500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -830190.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -830205.312500 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -830205.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -830219.437500 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -830219.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -830239.500000 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -830239.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -830257.062500 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -830257.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -830277.875000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -830277.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -830303.312500 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -830303.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -830322.687500 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -830322.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -830337.500000 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -830337.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -830355.562500 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -830355.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -830373.937500 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -830373.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -830388.375000 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -830388.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -830401.437500 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -830401.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -830415.500000 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -830415.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -830428.937500 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -830428.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -830439.875000 Penalty: 4347.666992
	Iteration 34Q: 3 clusters Score -830439.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -830447.750000 Penalty: 4347.666992
	Iteration 35Q: 3 clusters Score -830447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -830456.250000 Penalty: 4347.666992
	Iteration 36Q: 3 clusters Score -830456.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -830466.500000 Penalty: 4347.666992
	Iteration 37Q: 3 clusters Score -830466.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -830475.125000 Penalty: 4347.666992
	Iteration 38Q: 3 clusters Score -830475.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -830484.250000 Penalty: 4347.666992
	Iteration 39Q: 3 clusters Score -830484.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -830491.125000 Penalty: 4347.666992
	Iteration 40F: 3 clusters Score -830491.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -830496.562500 Penalty: 4347.666992
	Iteration 41Q: 3 clusters Score -830496.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -830510.062500 Penalty: 4347.666992
	Iteration 42Q: 3 clusters Score -830510.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -830524.125000 Penalty: 4347.666992
	Iteration 43Q: 3 clusters Score -830524.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -830538.500000 Penalty: 4347.666992
	Iteration 44Q: 3 clusters Score -830538.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -830557.812500 Penalty: 4347.666992
	Iteration 45Q: 3 clusters Score -830557.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -830574.375000 Penalty: 4347.666992
	Iteration 46Q: 3 clusters Score -830574.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -830592.000000 Penalty: 4347.666992
	Iteration 47Q: 3 clusters Score -830592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -830614.375000 Penalty: 4347.666992
	Iteration 48Q: 3 clusters Score -830614.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -830647.812500 Penalty: 4347.666992
	Iteration 49Q: 3 clusters Score -830647.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -830694.312500 Penalty: 4347.666992
	Iteration 50Q: 3 clusters Score -830694.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -830778.125000 Penalty: 4347.666992
	Iteration 51Q: 3 clusters Score -830778.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -830920.437500 Penalty: 4347.666992
	Iteration 52Q: 3 clusters Score -830920.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -831058.812500 Penalty: 4347.666992
	Iteration 53Q: 3 clusters Score -831058.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -831138.750000 Penalty: 4347.666992
	Iteration 54Q: 3 clusters Score -831138.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -831181.312500 Penalty: 4347.666992
	Iteration 55Q: 3 clusters Score -831181.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -831207.750000 Penalty: 4347.666992
	Iteration 56Q: 3 clusters Score -831207.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -831234.937500 Penalty: 4347.666992
	Iteration 57Q: 3 clusters Score -831234.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -831256.062500 Penalty: 4347.666992
	Iteration 58Q: 3 clusters Score -831256.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -831278.937500 Penalty: 4347.666992
	Iteration 59Q: 3 clusters Score -831278.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -831291.625000 Penalty: 4347.666992
	Iteration 60F: 3 clusters Score -831291.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -831302.000000 Penalty: 4347.666992
	Iteration 61Q: 3 clusters Score -831302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -831312.750000 Penalty: 4347.666992
	Iteration 62Q: 3 clusters Score -831312.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -831320.125000 Penalty: 4347.666992
	Iteration 63Q: 3 clusters Score -831320.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -831326.250000 Penalty: 4347.666992
	Iteration 64Q: 3 clusters Score -831326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -831328.875000 Penalty: 4347.666992
	Iteration 65Q: 3 clusters Score -831328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -831332.312500 Penalty: 4347.666992
	Iteration 66Q: 3 clusters Score -831332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -831333.062500 Penalty: 4347.666992
	Iteration 67Q: 3 clusters Score -831333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -831335.000000 Penalty: 4347.666992
	Iteration 68Q: 3 clusters Score -831335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -831335.000000 Penalty: 4347.666992
	Iteration 69F: 3 clusters Score -831335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -1106015.500000 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -1106016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1099383.500000 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -1099384 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1101292.375000 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -1101292 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1101691.000000 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -1101691 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1102015.250000 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -1102015 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1102303.750000 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -1102304 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1102550.375000 Penalty: 4482.439941
	Iteration 5Q: 3 clusters Score -1102550 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1102792.125000 Penalty: 4482.439941
	Iteration 6Q: 3 clusters Score -1102792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1103020.875000 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -1103021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1103200.500000 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -1103200 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1103342.500000 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -1103342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1103464.625000 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -1103465 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1103540.500000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -1103540 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1103589.500000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -1103590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1103633.750000 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -1103634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1103672.750000 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -1103673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1103709.375000 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -1103709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1103747.875000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -1103748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1103785.250000 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -1103785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1103822.125000 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -1103822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1103861.125000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -1103861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1103891.250000 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -1103891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1103918.375000 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -1103918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1103948.375000 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -1103948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1103971.375000 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -1103971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1103989.500000 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -1103990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1104004.875000 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -1104005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1104017.875000 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -1104018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1104031.750000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -1104032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1104044.750000 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -1104045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1104054.500000 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -1104054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1104059.625000 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -1104060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1104069.125000 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -1104069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1104080.000000 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -1104080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1104086.000000 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -1104086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1104092.500000 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -1104092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1104103.125000 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -1104103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1104110.625000 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -1104111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1104115.125000 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -1104115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1104122.000000 Penalty: 4482.439941
	Iteration 38Q: 3 clusters Score -1104122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1104125.750000 Penalty: 4482.439941
	Iteration 39Q: 3 clusters Score -1104126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1104132.250000 Penalty: 4482.439941
	Iteration 40F: 3 clusters Score -1104132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1104136.250000 Penalty: 4482.439941
	Iteration 41Q: 3 clusters Score -1104136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1104145.000000 Penalty: 4482.439941
	Iteration 42Q: 3 clusters Score -1104145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1104151.250000 Penalty: 4482.439941
	Iteration 43Q: 3 clusters Score -1104151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1104155.125000 Penalty: 4482.439941
	Iteration 44Q: 3 clusters Score -1104155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1104159.375000 Penalty: 4482.439941
	Iteration 45Q: 3 clusters Score -1104159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1104162.000000 Penalty: 4482.439941
	Iteration 46Q: 3 clusters Score -1104162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1104163.625000 Penalty: 4482.439941
	Iteration 47Q: 3 clusters Score -1104164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1104166.250000 Penalty: 4482.439941
	Iteration 48Q: 3 clusters Score -1104166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1104165.875000 Penalty: 4482.439941
	Iteration 49Q: 3 clusters Score -1104166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1104164.625000 Penalty: 4482.439941
	Iteration 50Q: 3 clusters Score -1104165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1104168.875000 Penalty: 4482.439941
	Iteration 51Q: 3 clusters Score -1104169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1104169.500000 Penalty: 4482.439941
	Iteration 52Q: 3 clusters Score -1104170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1104169.500000 Penalty: 4482.439941
	Iteration 53Q: 3 clusters Score -1104170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1104169.500000 Penalty: 4482.439941
	Iteration 54F: 3 clusters Score -1104170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1333237.500000 Penalty: 2291.133545
	Iteration 0F: 2 clusters Score -1333238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1325368.375000 Penalty: 4582.267090
	Iteration 0F: 3 clusters Score -1325368 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1327705.750000 Penalty: 4582.267090
	Iteration 1F: 3 clusters Score -1327706 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1328076.375000 Penalty: 4582.267090
	Iteration 2F: 3 clusters Score -1328076 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1328386.500000 Penalty: 4582.267090
	Iteration 3F: 3 clusters Score -1328386 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1328709.750000 Penalty: 4582.267090
	Iteration 4F: 3 clusters Score -1328710 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1329081.875000 Penalty: 4582.267090
	Iteration 5Q: 3 clusters Score -1329082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1329492.500000 Penalty: 4582.267090
	Iteration 6Q: 3 clusters Score -1329492 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1329939.875000 Penalty: 4582.267090
	Iteration 7Q: 3 clusters Score -1329940 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1330324.375000 Penalty: 4582.267090
	Iteration 8Q: 3 clusters Score -1330324 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1330579.875000 Penalty: 4582.267090
	Iteration 9Q: 3 clusters Score -1330580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1330762.375000 Penalty: 4582.267090
	Iteration 10Q: 3 clusters Score -1330762 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1330899.875000 Penalty: 4582.267090
	Iteration 11Q: 3 clusters Score -1330900 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1331018.625000 Penalty: 4582.267090
	Iteration 12Q: 3 clusters Score -1331019 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1331137.750000 Penalty: 4582.267090
	Iteration 13Q: 3 clusters Score -1331138 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1331267.625000 Penalty: 4582.267090
	Iteration 14Q: 3 clusters Score -1331268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1331398.500000 Penalty: 4582.267090
	Iteration 15Q: 3 clusters Score -1331398 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1331540.750000 Penalty: 4582.267090
	Iteration 16Q: 3 clusters Score -1331541 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1331690.375000 Penalty: 4582.267090
	Iteration 17Q: 3 clusters Score -1331690 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1331849.375000 Penalty: 4582.267090
	Iteration 18Q: 3 clusters Score -1331849 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1331984.125000 Penalty: 4582.267090
	Iteration 19Q: 3 clusters Score -1331984 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1332096.250000 Penalty: 4582.267090
	Iteration 20F: 3 clusters Score -1332096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1332199.500000 Penalty: 4582.267090
	Iteration 21Q: 3 clusters Score -1332200 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1332287.875000 Penalty: 4582.267090
	Iteration 22Q: 3 clusters Score -1332288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1332343.750000 Penalty: 4582.267090
	Iteration 23Q: 3 clusters Score -1332344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1332380.000000 Penalty: 4582.267090
	Iteration 24Q: 3 clusters Score -1332380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1332410.500000 Penalty: 4582.267090
	Iteration 25Q: 3 clusters Score -1332410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1332433.000000 Penalty: 4582.267090
	Iteration 26Q: 3 clusters Score -1332433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1332448.625000 Penalty: 4582.267090
	Iteration 27Q: 3 clusters Score -1332449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1332467.625000 Penalty: 4582.267090
	Iteration 28Q: 3 clusters Score -1332468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1332483.000000 Penalty: 4582.267090
	Iteration 29Q: 3 clusters Score -1332483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1332501.000000 Penalty: 4582.267090
	Iteration 30Q: 3 clusters Score -1332501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1332517.125000 Penalty: 4582.267090
	Iteration 31Q: 3 clusters Score -1332517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1332530.250000 Penalty: 4582.267090
	Iteration 32Q: 3 clusters Score -1332530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1332542.875000 Penalty: 4582.267090
	Iteration 33Q: 3 clusters Score -1332543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1332555.375000 Penalty: 4582.267090
	Iteration 34Q: 3 clusters Score -1332555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1332566.875000 Penalty: 4582.267090
	Iteration 35Q: 3 clusters Score -1332567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1332580.000000 Penalty: 4582.267090
	Iteration 36Q: 3 clusters Score -1332580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1332587.500000 Penalty: 4582.267090
	Iteration 37Q: 3 clusters Score -1332588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1332593.750000 Penalty: 4582.267090
	Iteration 38Q: 3 clusters Score -1332594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1332600.750000 Penalty: 4582.267090
	Iteration 39Q: 3 clusters Score -1332601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1332606.000000 Penalty: 4582.267090
	Iteration 40F: 3 clusters Score -1332606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1332613.500000 Penalty: 4582.267090
	Iteration 41Q: 3 clusters Score -1332614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1332616.625000 Penalty: 4582.267090
	Iteration 42Q: 3 clusters Score -1332617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1332617.375000 Penalty: 4582.267090
	Iteration 43Q: 3 clusters Score -1332617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1332615.875000 Penalty: 4582.267090
	Iteration 44Q: 3 clusters Score -1332616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1332620.750000 Penalty: 4582.267090
	Iteration 45Q: 3 clusters Score -1332621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1332618.000000 Penalty: 4582.267090
	Iteration 46Q: 3 clusters Score -1332618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1332618.250000 Penalty: 4582.267090
	Iteration 47Q: 3 clusters Score -1332618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1332619.750000 Penalty: 4582.267090
	Iteration 48Q: 3 clusters Score -1332620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1332620.375000 Penalty: 4582.267090
	Iteration 49Q: 3 clusters Score -1332620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1332619.625000 Penalty: 4582.267090
	Iteration 50Q: 3 clusters Score -1332620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1332618.875000 Penalty: 4582.267090
	Iteration 51Q: 3 clusters Score -1332619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1332626.250000 Penalty: 4582.267090
	Iteration 52Q: 3 clusters Score -1332626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1332627.375000 Penalty: 4582.267090
	Iteration 53Q: 3 clusters Score -1332627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1332624.875000 Penalty: 4582.267090
	Iteration 54Q: 3 clusters Score -1332625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1332626.125000 Penalty: 4582.267090
	Iteration 55Q: 3 clusters Score -1332626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1332628.000000 Penalty: 4582.267090
	Iteration 56Q: 3 clusters Score -1332628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1332628.000000 Penalty: 4582.267090
	Iteration 57F: 3 clusters Score -1332628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -654913.687500 Penalty: 2117.903320
	Iteration 0F: 2 clusters Score -654913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -650306.375000 Penalty: 4235.806641
	Iteration 0F: 3 clusters Score -650306.4 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -651461.000000 Penalty: 4235.806641
	Iteration 1F: 3 clusters Score -651461 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -651678.500000 Penalty: 4235.806641
	Iteration 2F: 3 clusters Score -651678.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -651815.250000 Penalty: 4235.806641
	Iteration 3Q: 3 clusters Score -651815.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -651934.250000 Penalty: 4235.806641
	Iteration 4Q: 3 clusters Score -651934.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -652032.500000 Penalty: 4235.806641
	Iteration 5Q: 3 clusters Score -652032.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -652129.875000 Penalty: 4235.806641
	Iteration 6Q: 3 clusters Score -652129.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -652248.687500 Penalty: 4235.806641
	Iteration 7Q: 3 clusters Score -652248.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -652374.812500 Penalty: 4235.806641
	Iteration 8Q: 3 clusters Score -652374.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -652534.125000 Penalty: 4235.806641
	Iteration 9Q: 3 clusters Score -652534.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -652703.625000 Penalty: 4235.806641
	Iteration 10Q: 3 clusters Score -652703.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -652840.250000 Penalty: 4235.806641
	Iteration 11Q: 3 clusters Score -652840.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -652968.125000 Penalty: 4235.806641
	Iteration 12Q: 3 clusters Score -652968.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -653064.750000 Penalty: 4235.806641
	Iteration 13Q: 3 clusters Score -653064.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -653149.562500 Penalty: 4235.806641
	Iteration 14Q: 3 clusters Score -653149.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -653222.750000 Penalty: 4235.806641
	Iteration 15Q: 3 clusters Score -653222.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -653275.000000 Penalty: 4235.806641
	Iteration 16Q: 3 clusters Score -653275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -653311.750000 Penalty: 4235.806641
	Iteration 17Q: 3 clusters Score -653311.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -653343.312500 Penalty: 4235.806641
	Iteration 18Q: 3 clusters Score -653343.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -653369.812500 Penalty: 4235.806641
	Iteration 19Q: 3 clusters Score -653369.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -653388.250000 Penalty: 4235.806641
	Iteration 20F: 3 clusters Score -653388.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -653414.062500 Penalty: 4235.806641
	Iteration 21Q: 3 clusters Score -653414.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -653427.500000 Penalty: 4235.806641
	Iteration 22Q: 3 clusters Score -653427.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -653439.937500 Penalty: 4235.806641
	Iteration 23Q: 3 clusters Score -653439.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -653452.812500 Penalty: 4235.806641
	Iteration 24Q: 3 clusters Score -653452.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -653458.812500 Penalty: 4235.806641
	Iteration 25Q: 3 clusters Score -653458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -653462.625000 Penalty: 4235.806641
	Iteration 26Q: 3 clusters Score -653462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -653467.062500 Penalty: 4235.806641
	Iteration 27Q: 3 clusters Score -653467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -653471.250000 Penalty: 4235.806641
	Iteration 28Q: 3 clusters Score -653471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -653474.187500 Penalty: 4235.806641
	Iteration 29Q: 3 clusters Score -653474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -653479.125000 Penalty: 4235.806641
	Iteration 30Q: 3 clusters Score -653479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -653482.187500 Penalty: 4235.806641
	Iteration 31Q: 3 clusters Score -653482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -653482.250000 Penalty: 4235.806641
	Iteration 32Q: 3 clusters Score -653482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -653482.937500 Penalty: 4235.806641
	Iteration 33Q: 3 clusters Score -653482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -653484.500000 Penalty: 4235.806641
	Iteration 34Q: 3 clusters Score -653484.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -653487.250000 Penalty: 4235.806641
	Iteration 35Q: 3 clusters Score -653487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -653487.937500 Penalty: 4235.806641
	Iteration 36Q: 3 clusters Score -653487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -653490.187500 Penalty: 4235.806641
	Iteration 37Q: 3 clusters Score -653490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -653490.812500 Penalty: 4235.806641
	Iteration 38Q: 3 clusters Score -653490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -653492.812500 Penalty: 4235.806641
	Iteration 39Q: 3 clusters Score -653492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -653492.500000 Penalty: 4235.806641
	Iteration 40F: 3 clusters Score -653492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -653492.750000 Penalty: 4235.806641
	Iteration 41Q: 3 clusters Score -653492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -653492.562500 Penalty: 4235.806641
	Iteration 42Q: 3 clusters Score -653492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -653493.062500 Penalty: 4235.806641
	Iteration 43Q: 3 clusters Score -653493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -653494.375000 Penalty: 4235.806641
	Iteration 44Q: 3 clusters Score -653494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -653494.250000 Penalty: 4235.806641
	Iteration 45Q: 3 clusters Score -653494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -653494.250000 Penalty: 4235.806641
	Iteration 46F: 3 clusters Score -653494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -506866.250000 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506866.2 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -507757.000000 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507757 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -507932.000000 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507932 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -508036.781250 Penalty: 4110.988770
	Iteration 3Q: 3 clusters Score -508036.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -508104.625000 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508104.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -508164.218750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508164.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -508215.906250 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508215.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -508268.187500 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508268.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -508323.718750 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508323.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -508373.000000 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508373 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -508420.156250 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508420.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -508465.156250 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508465.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -508502.375000 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508502.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -508542.875000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508542.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -508580.250000 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508580.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -508615.812500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -508615.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -508651.750000 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -508651.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -508691.000000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -508691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -508733.093750 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -508733.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -508770.000000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -508770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -508799.593750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -508799.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -508830.750000 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -508830.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -508858.906250 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -508858.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -508877.750000 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -508877.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -508893.625000 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -508893.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -508910.375000 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -508910.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -508924.500000 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -508924.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -508937.812500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -508937.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -508952.812500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -508952.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -508969.781250 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -508969.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -508988.093750 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -508988.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -509001.250000 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -509001.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -509011.656250 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -509011.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -509020.843750 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -509020.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -509034.625000 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -509034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -509046.000000 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -509046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -509056.031250 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -509056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -509068.875000 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -509068.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -509078.437500 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -509078.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -509084.093750 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -509084.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -509087.812500 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -509087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -509089.781250 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -509089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509091.625000 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -509091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509092.937500 Penalty: 4110.988770
	Iteration 43Q: 3 clusters Score -509092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -509095.750000 Penalty: 4110.988770
	Iteration 44Q: 3 clusters Score -509095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -509100.718750 Penalty: 4110.988770
	Iteration 45Q: 3 clusters Score -509100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -509105.968750 Penalty: 4110.988770
	Iteration 46Q: 3 clusters Score -509106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -509110.281250 Penalty: 4110.988770
	Iteration 47Q: 3 clusters Score -509110.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -509116.906250 Penalty: 4110.988770
	Iteration 48Q: 3 clusters Score -509116.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -509123.593750 Penalty: 4110.988770
	Iteration 49Q: 3 clusters Score -509123.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -509126.250000 Penalty: 4110.988770
	Iteration 50Q: 3 clusters Score -509126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -509128.312500 Penalty: 4110.988770
	Iteration 51Q: 3 clusters Score -509128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -509128.687500 Penalty: 4110.988770
	Iteration 52Q: 3 clusters Score -509128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -509129.343750 Penalty: 4110.988770
	Iteration 53Q: 3 clusters Score -509129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -509130.031250 Penalty: 4110.988770
	Iteration 54Q: 3 clusters Score -509130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -509130.875000 Penalty: 4110.988770
	Iteration 55Q: 3 clusters Score -509130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -509131.343750 Penalty: 4110.988770
	Iteration 56Q: 3 clusters Score -509131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -509132.468750 Penalty: 4110.988770
	Iteration 57Q: 3 clusters Score -509132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -509132.468750 Penalty: 4110.988770
	Iteration 58F: 3 clusters Score -509132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -109762.718750 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -109762.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -107878.570312 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -107878.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108354.375000 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -108354.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -108568.906250 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -108568.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108763.828125 Penalty: 3455.148193
	Iteration 3F: 3 clusters Score -108763.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -108929.796875 Penalty: 3455.148193
	Iteration 4Q: 3 clusters Score -108929.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109038.734375 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -109038.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -109104.789062 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -109104.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -109169.765625 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -109169.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109236.492188 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -109236.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109281.125000 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -109281.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109311.593750 Penalty: 3455.148193
	Iteration 10Q: 3 clusters Score -109311.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109347.859375 Penalty: 3455.148193
	Iteration 11Q: 3 clusters Score -109347.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109387.546875 Penalty: 3455.148193
	Iteration 12Q: 3 clusters Score -109387.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109420.703125 Penalty: 3455.148193
	Iteration 13Q: 3 clusters Score -109420.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109439.898438 Penalty: 3455.148193
	Iteration 14Q: 3 clusters Score -109439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109444.867188 Penalty: 3455.148193
	Iteration 15Q: 3 clusters Score -109444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109447.921875 Penalty: 3455.148193
	Iteration 16Q: 3 clusters Score -109447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109450.000000 Penalty: 3455.148193
	Iteration 17Q: 3 clusters Score -109450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109450.000000 Penalty: 3455.148193
	Iteration 18F: 3 clusters Score -109450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -383391.156250 Penalty: 2007.026978
	Iteration 0F: 2 clusters Score -383391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -380010.250000 Penalty: 4014.053955
	Iteration 0F: 3 clusters Score -380010.2 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -380740.625000 Penalty: 4014.053955
	Iteration 1F: 3 clusters Score -380740.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -380888.125000 Penalty: 4014.053955
	Iteration 2F: 3 clusters Score -380888.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -381000.031250 Penalty: 4014.053955
	Iteration 3Q: 3 clusters Score -381000 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -381085.625000 Penalty: 4014.053955
	Iteration 4Q: 3 clusters Score -381085.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -381150.687500 Penalty: 4014.053955
	Iteration 5Q: 3 clusters Score -381150.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -381207.468750 Penalty: 4014.053955
	Iteration 6Q: 3 clusters Score -381207.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -381255.093750 Penalty: 4014.053955
	Iteration 7Q: 3 clusters Score -381255.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -381312.156250 Penalty: 4014.053955
	Iteration 8Q: 3 clusters Score -381312.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -381359.687500 Penalty: 4014.053955
	Iteration 9Q: 3 clusters Score -381359.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -381397.437500 Penalty: 4014.053955
	Iteration 10Q: 3 clusters Score -381397.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -381430.781250 Penalty: 4014.053955
	Iteration 11Q: 3 clusters Score -381430.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -381461.437500 Penalty: 4014.053955
	Iteration 12Q: 3 clusters Score -381461.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -381499.187500 Penalty: 4014.053955
	Iteration 13Q: 3 clusters Score -381499.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -381531.906250 Penalty: 4014.053955
	Iteration 14Q: 3 clusters Score -381531.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -381557.937500 Penalty: 4014.053955
	Iteration 15Q: 3 clusters Score -381557.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -381583.687500 Penalty: 4014.053955
	Iteration 16Q: 3 clusters Score -381583.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -381610.031250 Penalty: 4014.053955
	Iteration 17Q: 3 clusters Score -381610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -381642.062500 Penalty: 4014.053955
	Iteration 18Q: 3 clusters Score -381642.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381672.062500 Penalty: 4014.053955
	Iteration 19Q: 3 clusters Score -381672.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -381706.875000 Penalty: 4014.053955
	Iteration 20F: 3 clusters Score -381706.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -381744.593750 Penalty: 4014.053955
	Iteration 21Q: 3 clusters Score -381744.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -381782.062500 Penalty: 4014.053955
	Iteration 22Q: 3 clusters Score -381782.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381814.468750 Penalty: 4014.053955
	Iteration 23Q: 3 clusters Score -381814.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381842.375000 Penalty: 4014.053955
	Iteration 24Q: 3 clusters Score -381842.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -381874.968750 Penalty: 4014.053955
	Iteration 25Q: 3 clusters Score -381875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -381912.250000 Penalty: 4014.053955
	Iteration 26Q: 3 clusters Score -381912.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381944.750000 Penalty: 4014.053955
	Iteration 27Q: 3 clusters Score -381944.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -381963.968750 Penalty: 4014.053955
	Iteration 28Q: 3 clusters Score -381964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -381974.812500 Penalty: 4014.053955
	Iteration 29Q: 3 clusters Score -381974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -381984.875000 Penalty: 4014.053955
	Iteration 30Q: 3 clusters Score -381984.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -381997.500000 Penalty: 4014.053955
	Iteration 31Q: 3 clusters Score -381997.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -382011.250000 Penalty: 4014.053955
	Iteration 32Q: 3 clusters Score -382011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -382024.593750 Penalty: 4014.053955
	Iteration 33Q: 3 clusters Score -382024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -382033.968750 Penalty: 4014.053955
	Iteration 34Q: 3 clusters Score -382034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -382051.968750 Penalty: 4014.053955
	Iteration 35Q: 3 clusters Score -382052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -382062.468750 Penalty: 4014.053955
	Iteration 36Q: 3 clusters Score -382062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -382066.718750 Penalty: 4014.053955
	Iteration 37Q: 3 clusters Score -382066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -382070.218750 Penalty: 4014.053955
	Iteration 38Q: 3 clusters Score -382070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -382073.593750 Penalty: 4014.053955
	Iteration 39Q: 3 clusters Score -382073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -382078.093750 Penalty: 4014.053955
	Iteration 40F: 3 clusters Score -382078.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -382086.343750 Penalty: 4014.053955
	Iteration 41Q: 3 clusters Score -382086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -382091.437500 Penalty: 4014.053955
	Iteration 42Q: 3 clusters Score -382091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -382094.781250 Penalty: 4014.053955
	Iteration 43Q: 3 clusters Score -382094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -382097.250000 Penalty: 4014.053955
	Iteration 44Q: 3 clusters Score -382097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -382099.031250 Penalty: 4014.053955
	Iteration 45Q: 3 clusters Score -382099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -382100.250000 Penalty: 4014.053955
	Iteration 46Q: 3 clusters Score -382100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -382101.875000 Penalty: 4014.053955
	Iteration 47Q: 3 clusters Score -382101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -382103.343750 Penalty: 4014.053955
	Iteration 48Q: 3 clusters Score -382103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -382105.093750 Penalty: 4014.053955
	Iteration 49Q: 3 clusters Score -382105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -382107.437500 Penalty: 4014.053955
	Iteration 50Q: 3 clusters Score -382107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -382109.562500 Penalty: 4014.053955
	Iteration 51Q: 3 clusters Score -382109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -382112.406250 Penalty: 4014.053955
	Iteration 52Q: 3 clusters Score -382112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -382113.125000 Penalty: 4014.053955
	Iteration 53Q: 3 clusters Score -382113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -382112.906250 Penalty: 4014.053955
	Iteration 54Q: 3 clusters Score -382112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -382113.968750 Penalty: 4014.053955
	Iteration 55Q: 3 clusters Score -382114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -382113.718750 Penalty: 4014.053955
	Iteration 56Q: 3 clusters Score -382113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -382115.593750 Penalty: 4014.053955
	Iteration 57Q: 3 clusters Score -382115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382116.156250 Penalty: 4014.053955
	Iteration 58Q: 3 clusters Score -382116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382116.156250 Penalty: 4014.053955
	Iteration 59F: 3 clusters Score -382116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -359931.437500 Penalty: 1974.765381
	Iteration 0F: 2 clusters Score -359931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -356860.125000 Penalty: 3949.530762
	Iteration 0F: 3 clusters Score -356860.1 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -357803.000000 Penalty: 3949.530762
	Iteration 1F: 3 clusters Score -357803 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -358117.218750 Penalty: 3949.530762
	Iteration 2F: 3 clusters Score -358117.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -358385.593750 Penalty: 3949.530762
	Iteration 3F: 3 clusters Score -358385.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -358604.343750 Penalty: 3949.530762
	Iteration 4F: 3 clusters Score -358604.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -358780.125000 Penalty: 3949.530762
	Iteration 5Q: 3 clusters Score -358780.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -358887.406250 Penalty: 3949.530762
	Iteration 6Q: 3 clusters Score -358887.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -358979.406250 Penalty: 3949.530762
	Iteration 7Q: 3 clusters Score -358979.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -359029.156250 Penalty: 3949.530762
	Iteration 8Q: 3 clusters Score -359029.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -359075.375000 Penalty: 3949.530762
	Iteration 9Q: 3 clusters Score -359075.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 3949.530762
	Iteration 10Q: 3 clusters Score -359129.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -359174.625000 Penalty: 3949.530762
	Iteration 11Q: 3 clusters Score -359174.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -359224.218750 Penalty: 3949.530762
	Iteration 12Q: 3 clusters Score -359224.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -359267.562500 Penalty: 3949.530762
	Iteration 13Q: 3 clusters Score -359267.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -359333.625000 Penalty: 3949.530762
	Iteration 14Q: 3 clusters Score -359333.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -359382.062500 Penalty: 3949.530762
	Iteration 15Q: 3 clusters Score -359382.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -359425.843750 Penalty: 3949.530762
	Iteration 16Q: 3 clusters Score -359425.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -359460.468750 Penalty: 3949.530762
	Iteration 17Q: 3 clusters Score -359460.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -359491.156250 Penalty: 3949.530762
	Iteration 18Q: 3 clusters Score -359491.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -359516.343750 Penalty: 3949.530762
	Iteration 19Q: 3 clusters Score -359516.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -359542.687500 Penalty: 3949.530762
	Iteration 20F: 3 clusters Score -359542.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -359569.718750 Penalty: 3949.530762
	Iteration 21Q: 3 clusters Score -359569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -359590.031250 Penalty: 3949.530762
	Iteration 22Q: 3 clusters Score -359590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -359608.500000 Penalty: 3949.530762
	Iteration 23Q: 3 clusters Score -359608.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -359618.343750 Penalty: 3949.530762
	Iteration 24Q: 3 clusters Score -359618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -359622.468750 Penalty: 3949.530762
	Iteration 25Q: 3 clusters Score -359622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -359627.156250 Penalty: 3949.530762
	Iteration 26Q: 3 clusters Score -359627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -359631.750000 Penalty: 3949.530762
	Iteration 27Q: 3 clusters Score -359631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -359636.656250 Penalty: 3949.530762
	Iteration 28Q: 3 clusters Score -359636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -359642.062500 Penalty: 3949.530762
	Iteration 29Q: 3 clusters Score -359642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -359653.531250 Penalty: 3949.530762
	Iteration 30Q: 3 clusters Score -359653.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -359661.468750 Penalty: 3949.530762
	Iteration 31Q: 3 clusters Score -359661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -359668.562500 Penalty: 3949.530762
	Iteration 32Q: 3 clusters Score -359668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -359675.656250 Penalty: 3949.530762
	Iteration 33Q: 3 clusters Score -359675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -359679.375000 Penalty: 3949.530762
	Iteration 34Q: 3 clusters Score -359679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -359682.000000 Penalty: 3949.530762
	Iteration 35Q: 3 clusters Score -359682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -359685.250000 Penalty: 3949.530762
	Iteration 36Q: 3 clusters Score -359685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -359688.468750 Penalty: 3949.530762
	Iteration 37Q: 3 clusters Score -359688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359692.656250 Penalty: 3949.530762
	Iteration 38Q: 3 clusters Score -359692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -359694.156250 Penalty: 3949.530762
	Iteration 39Q: 3 clusters Score -359694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -359695.687500 Penalty: 3949.530762
	Iteration 40F: 3 clusters Score -359695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -359696.843750 Penalty: 3949.530762
	Iteration 41Q: 3 clusters Score -359696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -359700.625000 Penalty: 3949.530762
	Iteration 42Q: 3 clusters Score -359700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -359702.750000 Penalty: 3949.530762
	Iteration 43Q: 3 clusters Score -359702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -359706.312500 Penalty: 3949.530762
	Iteration 44Q: 3 clusters Score -359706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -359710.656250 Penalty: 3949.530762
	Iteration 45Q: 3 clusters Score -359710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359711.625000 Penalty: 3949.530762
	Iteration 46Q: 3 clusters Score -359711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -359712.531250 Penalty: 3949.530762
	Iteration 47Q: 3 clusters Score -359712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -359713.312500 Penalty: 3949.530762
	Iteration 48Q: 3 clusters Score -359713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -359714.593750 Penalty: 3949.530762
	Iteration 49Q: 3 clusters Score -359714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -359716.625000 Penalty: 3949.530762
	Iteration 50Q: 3 clusters Score -359716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -359716.625000 Penalty: 3949.530762
	Iteration 51F: 3 clusters Score -359716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97103.304688 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97103.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97331.726562 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97331.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97428.937500 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -97428.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97501.070312 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97501.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97529.789062 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97529.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97543.789062 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97543.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97559.812500 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97559.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97579.218750 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97579.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97593.257812 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -97593.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97603.750000 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -97603.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97614.093750 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -97614.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97618.109375 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -97618.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97619.257812 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -97619.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97621.804688 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -97621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97625.070312 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -97625.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97626.125000 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -97626.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97628.351562 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -97628.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97629.187500 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -97629.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97629.765625 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -97629.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97629.765625 Penalty: 3297.896240
	Iteration 19F: 3 clusters Score -97629.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Entering Unmasked Estep 
Score: -3935630.750000 Penalty: 2557.783203
	Iteration 0F: 2 clusters Score -3935631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3915109.250000 Penalty: 5115.566406
	Iteration 0F: 3 clusters Score -3915109 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3922362.750000 Penalty: 5115.566406
	Iteration 1F: 3 clusters Score -3922363 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3922780.250000 Penalty: 5115.566406
	Iteration 2Q: 3 clusters Score -3922780 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3923155.750000 Penalty: 5115.566406
	Iteration 3Q: 3 clusters Score -3923156 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3923487.250000 Penalty: 5115.566406
	Iteration 4Q: 3 clusters Score -3923487 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3923817.000000 Penalty: 5115.566406
	Iteration 5Q: 3 clusters Score -3923817 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3924164.500000 Penalty: 5115.566406
	Iteration 6Q: 3 clusters Score -3924164 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3924505.250000 Penalty: 5115.566406
	Iteration 7Q: 3 clusters Score -3924505 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3924905.750000 Penalty: 5115.566406
	Iteration 8Q: 3 clusters Score -3924906 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3925349.500000 Penalty: 5115.566406
	Iteration 9Q: 3 clusters Score -3925350 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3925875.000000 Penalty: 5115.566406
	Iteration 10Q: 3 clusters Score -3925875 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3926506.250000 Penalty: 5115.566406
	Iteration 11Q: 3 clusters Score -3926506 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3927219.000000 Penalty: 5115.566406
	Iteration 12Q: 3 clusters Score -3927219 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3928069.250000 Penalty: 5115.566406
	Iteration 13Q: 3 clusters Score -3928069 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3928923.000000 Penalty: 5115.566406
	Iteration 14Q: 3 clusters Score -3928923 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3929703.500000 Penalty: 5115.566406
	Iteration 15Q: 3 clusters Score -3929704 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3930317.750000 Penalty: 5115.566406
	Iteration 16Q: 3 clusters Score -3930318 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3930814.000000 Penalty: 5115.566406
	Iteration 17Q: 3 clusters Score -3930814 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3931214.000000 Penalty: 5115.566406
	Iteration 18Q: 3 clusters Score -3931214 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3931560.250000 Penalty: 5115.566406
	Iteration 19Q: 3 clusters Score -3931560 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3931847.000000 Penalty: 5115.566406
	Iteration 20F: 3 clusters Score -3931847 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3932098.000000 Penalty: 5115.566406
	Iteration 21Q: 3 clusters Score -3932098 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3932329.000000 Penalty: 5115.566406
	Iteration 22Q: 3 clusters Score -3932329 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3932511.750000 Penalty: 5115.566406
	Iteration 23Q: 3 clusters Score -3932512 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3932699.250000 Penalty: 5115.566406
	Iteration 24Q: 3 clusters Score -3932699 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3932841.250000 Penalty: 5115.566406
	Iteration 25Q: 3 clusters Score -3932841 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3932944.000000 Penalty: 5115.566406
	Iteration 26Q: 3 clusters Score -3932944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3933019.750000 Penalty: 5115.566406
	Iteration 27Q: 3 clusters Score -3933020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3933107.500000 Penalty: 5115.566406
	Iteration 28Q: 3 clusters Score -3933108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3933193.250000 Penalty: 5115.566406
	Iteration 29Q: 3 clusters Score -3933193 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3933249.750000 Penalty: 5115.566406
	Iteration 30Q: 3 clusters Score -3933250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3933304.750000 Penalty: 5115.566406
	Iteration 31Q: 3 clusters Score -3933305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3933327.000000 Penalty: 5115.566406
	Iteration 32Q: 3 clusters Score -3933327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3933338.500000 Penalty: 5115.566406
	Iteration 33Q: 3 clusters Score -3933338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3933356.500000 Penalty: 5115.566406
	Iteration 34Q: 3 clusters Score -3933356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3933382.250000 Penalty: 5115.566406
	Iteration 35Q: 3 clusters Score -3933382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3933401.250000 Penalty: 5115.566406
	Iteration 36Q: 3 clusters Score -3933401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3933413.500000 Penalty: 5115.566406
	Iteration 37Q: 3 clusters Score -3933414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3933424.500000 Penalty: 5115.566406
	Iteration 38Q: 3 clusters Score -3933424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3933428.000000 Penalty: 5115.566406
	Iteration 39Q: 3 clusters Score -3933428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3933444.000000 Penalty: 5115.566406
	Iteration 40F: 3 clusters Score -3933444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3933440.000000 Penalty: 5115.566406
	Iteration 41Q: 3 clusters Score -3933440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3933438.500000 Penalty: 5115.566406
	Iteration 42Q: 3 clusters Score -3933438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3933438.500000 Penalty: 5115.566406
	Iteration 43F: 3 clusters Score -3933438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40620 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83123 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47729 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270184.000000 Penalty: 145996.140625
Iteration 199Q: 44 clusters Score -1.112702e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40616 members 
Mstep: Class 10 contains 7324 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83127 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41748 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117363 members 
Mstep: Class 30 contains 47731 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270208.000000 Penalty: 145996.140625
Iteration 200F: 44 clusters Score -1.112702e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40612 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83127 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41747 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 18085 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47732 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270208.000000 Penalty: 145996.140625
Iteration 201Q: 44 clusters Score -1.112702e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9808 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40609 members 
Mstep: Class 10 contains 7324 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83127 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41743 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18089 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117360 members 
Mstep: Class 30 contains 47735 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270304.000000 Penalty: 145996.140625
Iteration 202Q: 44 clusters Score -1.112703e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9807 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40609 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83127 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41741 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18089 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117360 members 
Mstep: Class 30 contains 47737 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270264.000000 Penalty: 145996.140625
Iteration 203Q: 44 clusters Score -1.112703e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40610 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83126 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41741 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18089 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117360 members 
Mstep: Class 30 contains 47739 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270272.000000 Penalty: 145996.140625
Iteration 204Q: 44 clusters Score -1.112703e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40613 members 
Mstep: Class 10 contains 7324 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83127 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41740 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18089 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117360 members 
Mstep: Class 30 contains 47740 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270192.000000 Penalty: 145996.140625
Iteration 205Q: 44 clusters Score -1.112702e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40615 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83127 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41738 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18092 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270168.000000 Penalty: 145996.140625
Iteration 206Q: 44 clusters Score -1.112702e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40623 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89761 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83129 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 41740 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18091 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270216.000000 Penalty: 145996.140625
Iteration 207Q: 44 clusters Score -1.112702e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40632 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89760 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83132 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 41740 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18093 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270264.000000 Penalty: 145996.140625
Iteration 208Q: 44 clusters Score -1.112703e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40638 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83134 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41741 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18091 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3270 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270264.000000 Penalty: 145996.140625
Iteration 209Q: 44 clusters Score -1.112703e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40642 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83133 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41740 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18090 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270248.000000 Penalty: 145996.140625
Iteration 210Q: 44 clusters Score -1.112702e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40648 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83134 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41741 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18087 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3272 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270168.000000 Penalty: 145996.140625
Iteration 211Q: 44 clusters Score -1.112702e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40645 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83134 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41743 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18088 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270192.000000 Penalty: 145996.140625
Iteration 212Q: 44 clusters Score -1.112702e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40647 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83136 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41744 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270176.000000 Penalty: 145996.140625
Iteration 213Q: 44 clusters Score -1.112702e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83136 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41745 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270216.000000 Penalty: 145996.140625
Iteration 214Q: 44 clusters Score -1.112702e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40640 members 
Mstep: Class 10 contains 7327 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83137 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41746 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117359 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 215Q: 44 clusters Score -1.112702e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40633 members 
Mstep: Class 10 contains 7328 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83141 members 
Mstep: Class 21 contains 15014 members 
Mstep: Class 22 contains 41747 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47743 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270200.000000 Penalty: 145996.140625
Iteration 216Q: 44 clusters Score -1.112702e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40627 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89758 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83141 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 41747 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18084 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270120.000000 Penalty: 145996.140625
Iteration 217Q: 44 clusters Score -1.112701e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40618 members 
Mstep: Class 10 contains 7328 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89759 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83141 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 41748 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18084 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47741 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270160.000000 Penalty: 145996.140625
Iteration 218Q: 44 clusters Score -1.112702e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40607 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89757 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83141 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 41752 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47741 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 219Q: 44 clusters Score -1.112702e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40600 members 
Mstep: Class 10 contains 7328 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83142 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41754 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18080 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47743 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270248.000000 Penalty: 145996.140625
Iteration 220F: 44 clusters Score -1.112702e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40593 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83142 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41755 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18079 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 221Q: 44 clusters Score -1.112702e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40581 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83145 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41759 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117358 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270216.000000 Penalty: 145996.140625
Iteration 222Q: 44 clusters Score -1.112702e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40569 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83145 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41762 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18080 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117357 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270264.000000 Penalty: 145996.140625
Iteration 223Q: 44 clusters Score -1.112703e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9701 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40558 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83146 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41764 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117357 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270336.000000 Penalty: 145996.140625
Iteration 224Q: 44 clusters Score -1.112703e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9696 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40553 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83145 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41766 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18080 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117357 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270224.000000 Penalty: 145996.140625
Iteration 225Q: 44 clusters Score -1.112702e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9691 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40553 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83146 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 41767 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18076 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117356 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270216.000000 Penalty: 145996.140625
Iteration 226Q: 44 clusters Score -1.112702e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9692 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40550 members 
Mstep: Class 10 contains 7330 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89754 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83146 members 
Mstep: Class 21 contains 15010 members 
Mstep: Class 22 contains 41770 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18073 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117354 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270248.000000 Penalty: 145996.140625
Iteration 227Q: 44 clusters Score -1.112702e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9690 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40548 members 
Mstep: Class 10 contains 7332 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89753 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83148 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 41772 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18069 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117351 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270336.000000 Penalty: 145996.140625
Iteration 228Q: 44 clusters Score -1.112703e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9685 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40548 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83146 members 
Mstep: Class 21 contains 15006 members 
Mstep: Class 22 contains 41777 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18069 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117352 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270344.000000 Penalty: 145996.140625
Iteration 229Q: 44 clusters Score -1.112703e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9679 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40544 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51898 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83150 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 41777 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117352 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270360.000000 Penalty: 145996.140625
Iteration 230Q: 44 clusters Score -1.112704e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9672 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40549 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83152 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18065 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117350 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270328.000000 Penalty: 145996.140625
Iteration 231Q: 44 clusters Score -1.112703e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40547 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83155 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117350 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270352.000000 Penalty: 145996.140625
Iteration 232Q: 44 clusters Score -1.112704e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40546 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83159 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18057 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117350 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270312.000000 Penalty: 145996.140625
Iteration 233Q: 44 clusters Score -1.112703e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9675 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40544 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83159 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41780 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18048 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 117350 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270320.000000 Penalty: 145996.140625
Iteration 234Q: 44 clusters Score -1.112703e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9676 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83165 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41782 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18042 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 117350 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270280.000000 Penalty: 145996.140625
Iteration 235Q: 44 clusters Score -1.112703e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40542 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89751 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83172 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41788 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18030 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4741 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47745 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270224.000000 Penalty: 145996.140625
Iteration 236Q: 44 clusters Score -1.112702e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40538 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89749 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83178 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41787 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18029 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 117345 members 
Mstep: Class 30 contains 47747 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 237Q: 44 clusters Score -1.112702e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40531 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89748 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83181 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41785 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18024 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47747 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270216.000000 Penalty: 145996.140625
Iteration 238Q: 44 clusters Score -1.112702e+08 nChanged 31
Entering ConstructFrom: 
Score: -111270216.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -794989.062500 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -794989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -789677.937500 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -789677.9 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -791168.437500 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -791168.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -791575.312500 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -791575.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -791911.437500 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -791911.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -792175.937500 Penalty: 4343.314453
	Iteration 4F: 3 clusters Score -792175.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -792393.125000 Penalty: 4343.314453
	Iteration 5F: 3 clusters Score -792393.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -792567.437500 Penalty: 4343.314453
	Iteration 6Q: 3 clusters Score -792567.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -792712.562500 Penalty: 4343.314453
	Iteration 7Q: 3 clusters Score -792712.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -792818.000000 Penalty: 4343.314453
	Iteration 8Q: 3 clusters Score -792818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -792898.312500 Penalty: 4343.314453
	Iteration 9Q: 3 clusters Score -792898.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -792962.000000 Penalty: 4343.314453
	Iteration 10Q: 3 clusters Score -792962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -793021.687500 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -793021.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -793069.312500 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -793069.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -793113.937500 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -793113.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -793151.000000 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -793151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -793179.062500 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -793179.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -793204.437500 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -793204.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -793230.312500 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -793230.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -793255.062500 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -793255.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -793279.687500 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -793279.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -793296.562500 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -793296.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -793316.312500 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -793316.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -793340.125000 Penalty: 4343.314453
	Iteration 22Q: 3 clusters Score -793340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -793358.687500 Penalty: 4343.314453
	Iteration 23Q: 3 clusters Score -793358.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -793370.750000 Penalty: 4343.314453
	Iteration 24Q: 3 clusters Score -793370.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -793381.875000 Penalty: 4343.314453
	Iteration 25Q: 3 clusters Score -793381.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -793392.625000 Penalty: 4343.314453
	Iteration 26Q: 3 clusters Score -793392.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -793404.125000 Penalty: 4343.314453
	Iteration 27Q: 3 clusters Score -793404.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -793418.562500 Penalty: 4343.314453
	Iteration 28Q: 3 clusters Score -793418.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -793425.500000 Penalty: 4343.314453
	Iteration 29Q: 3 clusters Score -793425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -793431.250000 Penalty: 4343.314453
	Iteration 30Q: 3 clusters Score -793431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -793434.437500 Penalty: 4343.314453
	Iteration 31Q: 3 clusters Score -793434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -793435.625000 Penalty: 4343.314453
	Iteration 32Q: 3 clusters Score -793435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -793434.812500 Penalty: 4343.314453
	Iteration 33Q: 3 clusters Score -793434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -793437.375000 Penalty: 4343.314453
	Iteration 34Q: 3 clusters Score -793437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -793437.375000 Penalty: 4343.314453
	Iteration 35F: 3 clusters Score -793437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -686271.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -686271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -681468.875000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -681468.9 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -682696.437500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -682696.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -682946.875000 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -682946.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -683149.500000 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -683149.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -683359.437500 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -683359.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -683550.125000 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -683550.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -683720.937500 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -683720.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -683869.375000 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -683869.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -683993.187500 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -683993.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -684097.062500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -684097.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -684184.875000 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -684184.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -684242.500000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -684242.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -684278.812500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -684278.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -684313.062500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -684313.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -684335.562500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -684335.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -684351.812500 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -684351.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -684365.000000 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -684365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -684373.625000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -684373.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -684384.187500 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -684384.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -684390.000000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -684390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -684397.312500 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -684397.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -684401.437500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -684401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -684405.125000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -684405.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -684410.562500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -684410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -684411.437500 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -684411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -684414.687500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -684414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -684416.250000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -684416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -684415.250000 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -684415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -684417.562500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -684417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -684419.437500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -684419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -684419.562500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -684419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -684420.812500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -684420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -684422.875000 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -684422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -684423.000000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -684423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -684422.625000 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -684422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -684426.000000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -684426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -684426.875000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -684426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -684428.500000 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -684428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -684431.687500 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -684431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -684432.312500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -684432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -684434.062500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -684434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -684435.687500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -684435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -684435.500000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -684435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -684437.000000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -684437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -684438.500000 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -684438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -684438.125000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -684438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -684438.500000 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -684438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -684438.937500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -684438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -684439.250000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -684439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -684440.312500 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -684440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -684441.000000 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -684441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -684442.250000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -684442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -684443.125000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -684443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -684443.125000 Penalty: 4262.884277
	Iteration 53F: 3 clusters Score -684443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Entering Unmasked Estep 
Score: -1675538.375000 Penalty: 2347.642334
	Iteration 0F: 2 clusters Score -1675538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1666002.250000 Penalty: 4695.284668
	Iteration 0F: 3 clusters Score -1666002 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1668961.375000 Penalty: 4695.284668
	Iteration 1F: 3 clusters Score -1668961 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1669292.875000 Penalty: 4695.284668
	Iteration 2F: 3 clusters Score -1669293 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1669551.375000 Penalty: 4695.284668
	Iteration 3Q: 3 clusters Score -1669551 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1669755.500000 Penalty: 4695.284668
	Iteration 4Q: 3 clusters Score -1669756 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1669927.125000 Penalty: 4695.284668
	Iteration 5Q: 3 clusters Score -1669927 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1670078.500000 Penalty: 4695.284668
	Iteration 6Q: 3 clusters Score -1670078 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1670236.500000 Penalty: 4695.284668
	Iteration 7Q: 3 clusters Score -1670236 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1670414.750000 Penalty: 4695.284668
	Iteration 8Q: 3 clusters Score -1670415 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1670629.125000 Penalty: 4695.284668
	Iteration 9Q: 3 clusters Score -1670629 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1670914.375000 Penalty: 4695.284668
	Iteration 10Q: 3 clusters Score -1670914 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1671269.750000 Penalty: 4695.284668
	Iteration 11Q: 3 clusters Score -1671270 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1671694.125000 Penalty: 4695.284668
	Iteration 12Q: 3 clusters Score -1671694 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1672144.875000 Penalty: 4695.284668
	Iteration 13Q: 3 clusters Score -1672145 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1672535.125000 Penalty: 4695.284668
	Iteration 14Q: 3 clusters Score -1672535 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1672825.750000 Penalty: 4695.284668
	Iteration 15Q: 3 clusters Score -1672826 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1673032.000000 Penalty: 4695.284668
	Iteration 16Q: 3 clusters Score -1673032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1673175.500000 Penalty: 4695.284668
	Iteration 17Q: 3 clusters Score -1673176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1673290.375000 Penalty: 4695.284668
	Iteration 18Q: 3 clusters Score -1673290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1673381.250000 Penalty: 4695.284668
	Iteration 19Q: 3 clusters Score -1673381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1673444.000000 Penalty: 4695.284668
	Iteration 20F: 3 clusters Score -1673444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1673485.375000 Penalty: 4695.284668
	Iteration 21Q: 3 clusters Score -1673485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1673506.250000 Penalty: 4695.284668
	Iteration 22Q: 3 clusters Score -1673506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1673520.000000 Penalty: 4695.284668
	Iteration 23Q: 3 clusters Score -1673520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1673529.125000 Penalty: 4695.284668
	Iteration 24Q: 3 clusters Score -1673529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1673535.375000 Penalty: 4695.284668
	Iteration 25Q: 3 clusters Score -1673535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1673539.875000 Penalty: 4695.284668
	Iteration 26Q: 3 clusters Score -1673540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1673544.250000 Penalty: 4695.284668
	Iteration 27Q: 3 clusters Score -1673544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1673549.375000 Penalty: 4695.284668
	Iteration 28Q: 3 clusters Score -1673549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1673555.625000 Penalty: 4695.284668
	Iteration 29Q: 3 clusters Score -1673556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1673563.625000 Penalty: 4695.284668
	Iteration 30Q: 3 clusters Score -1673564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1673564.125000 Penalty: 4695.284668
	Iteration 31Q: 3 clusters Score -1673564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1673563.750000 Penalty: 4695.284668
	Iteration 32Q: 3 clusters Score -1673564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1673574.000000 Penalty: 4695.284668
	Iteration 33Q: 3 clusters Score -1673574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1673574.625000 Penalty: 4695.284668
	Iteration 34Q: 3 clusters Score -1673575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1673576.750000 Penalty: 4695.284668
	Iteration 35Q: 3 clusters Score -1673577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1673579.375000 Penalty: 4695.284668
	Iteration 36Q: 3 clusters Score -1673579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1673584.000000 Penalty: 4695.284668
	Iteration 37Q: 3 clusters Score -1673584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1673586.500000 Penalty: 4695.284668
	Iteration 38Q: 3 clusters Score -1673586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1673592.000000 Penalty: 4695.284668
	Iteration 39Q: 3 clusters Score -1673592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1673598.750000 Penalty: 4695.284668
	Iteration 40F: 3 clusters Score -1673599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1673600.500000 Penalty: 4695.284668
	Iteration 41Q: 3 clusters Score -1673600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1673604.625000 Penalty: 4695.284668
	Iteration 42Q: 3 clusters Score -1673605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1673604.000000 Penalty: 4695.284668
	Iteration 43Q: 3 clusters Score -1673604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1673609.750000 Penalty: 4695.284668
	Iteration 44Q: 3 clusters Score -1673610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1673612.875000 Penalty: 4695.284668
	Iteration 45Q: 3 clusters Score -1673613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1673616.500000 Penalty: 4695.284668
	Iteration 46Q: 3 clusters Score -1673616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1673620.625000 Penalty: 4695.284668
	Iteration 47Q: 3 clusters Score -1673621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1673622.750000 Penalty: 4695.284668
	Iteration 48Q: 3 clusters Score -1673623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1673622.250000 Penalty: 4695.284668
	Iteration 49Q: 3 clusters Score -1673622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1673625.625000 Penalty: 4695.284668
	Iteration 50Q: 3 clusters Score -1673626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1673627.500000 Penalty: 4695.284668
	Iteration 51Q: 3 clusters Score -1673628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1673629.500000 Penalty: 4695.284668
	Iteration 52Q: 3 clusters Score -1673630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1673628.500000 Penalty: 4695.284668
	Iteration 53Q: 3 clusters Score -1673628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1673629.375000 Penalty: 4695.284668
	Iteration 54Q: 3 clusters Score -1673629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1673630.125000 Penalty: 4695.284668
	Iteration 55Q: 3 clusters Score -1673630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1673629.625000 Penalty: 4695.284668
	Iteration 56Q: 3 clusters Score -1673630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1673631.750000 Penalty: 4695.284668
	Iteration 57Q: 3 clusters Score -1673632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1673631.750000 Penalty: 4695.284668
	Iteration 58F: 3 clusters Score -1673632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1175068.875000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1175069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1167597.875000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1167598 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1169829.250000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1169829 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1170304.250000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1170304 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1170698.000000 Penalty: 4551.787109
	Iteration 3F: 3 clusters Score -1170698 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1171108.250000 Penalty: 4551.787109
	Iteration 4F: 3 clusters Score -1171108 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1171505.375000 Penalty: 4551.787109
	Iteration 5F: 3 clusters Score -1171505 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1171909.250000 Penalty: 4551.787109
	Iteration 6F: 3 clusters Score -1171909 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1172385.375000 Penalty: 4551.787109
	Iteration 7F: 3 clusters Score -1172385 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1172837.750000 Penalty: 4551.787109
	Iteration 8F: 3 clusters Score -1172838 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1173160.750000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1173161 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1173400.125000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1173400 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1173539.375000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1173539 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1173627.750000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1173628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1173694.125000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1173694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1173747.625000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1173748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1173777.375000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1173777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1173795.250000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1173795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1173807.750000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1173808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1173819.625000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1173820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1173823.000000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1173823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1173823.125000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1173823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1173823.875000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1173824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1173824.250000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1173824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1173829.000000 Penalty: 4551.787109
	Iteration 23Q: 3 clusters Score -1173829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1173833.250000 Penalty: 4551.787109
	Iteration 24Q: 3 clusters Score -1173833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1173836.750000 Penalty: 4551.787109
	Iteration 25Q: 3 clusters Score -1173837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1173839.875000 Penalty: 4551.787109
	Iteration 26Q: 3 clusters Score -1173840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1173843.625000 Penalty: 4551.787109
	Iteration 27Q: 3 clusters Score -1173844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1173848.125000 Penalty: 4551.787109
	Iteration 28Q: 3 clusters Score -1173848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1173850.000000 Penalty: 4551.787109
	Iteration 29Q: 3 clusters Score -1173850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1173850.750000 Penalty: 4551.787109
	Iteration 30Q: 3 clusters Score -1173851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1173850.875000 Penalty: 4551.787109
	Iteration 31Q: 3 clusters Score -1173851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1173850.875000 Penalty: 4551.787109
	Iteration 32F: 3 clusters Score -1173851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -197904.390625 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197904.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198468.968750 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198711.343750 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198711.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -198830.171875 Penalty: 3692.927002
	Iteration 3F: 3 clusters Score -198830.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198886.625000 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198886.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -198935.140625 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198935.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -198959.734375 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198959.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -198976.703125 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198976.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -198989.531250 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198989.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -198999.296875 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198999.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -199008.765625 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -199008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -199018.750000 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -199018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199023.359375 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -199023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199026.656250 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -199026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199028.062500 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -199028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -199029.140625 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -199029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199032.578125 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -199032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199035.937500 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -199035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -199037.250000 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -199037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -199038.375000 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -199038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -199039.250000 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -199039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -60303.644531 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -60303.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58810.875000 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -58810.88 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59102.777344 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -59102.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59276.644531 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -59276.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59460.003906 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -59460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59652.226562 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -59652.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59994.042969 Penalty: 3093.239258
	Iteration 5F: 3 clusters Score -59994.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60265.152344 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -60265.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60338.902344 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -60338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60360.968750 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -60360.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60381.738281 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -60381.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60383.964844 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -60383.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60383.964844 Penalty: 3093.239258
	Iteration 11F: 3 clusters Score -60383.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9672 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 185 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89747 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83180 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41788 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18021 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47747 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30345 members 
Mstep: Class 44 contains 326 members 
Entering Unmasked Estep 
Score: -111268392.000000 Penalty: 149391.406250
Splitting cluster 6 changes total score from -111270216.000000 to -111268392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -233835.265625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -233835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231302.546875 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -231302.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231717.171875 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -231717.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -231846.046875 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -231846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -231920.937500 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -231920.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -231968.687500 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -231968.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -232007.921875 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -232007.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -232044.406250 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -232044.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -232070.968750 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -232071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -232102.640625 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -232102.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -232138.546875 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -232138.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -232166.656250 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -232166.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -232189.828125 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -232189.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -232212.359375 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -232212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -232229.656250 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -232229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -232246.296875 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -232246.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -232255.968750 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -232256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -232267.265625 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -232267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -232273.171875 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -232273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -232275.578125 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -232275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -232276.421875 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -232276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -232277.984375 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -232278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84079.234375 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -84079.23 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84636.242188 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84636.24 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84941.218750 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -84941.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85210.484375 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85210.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85406.242188 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -85406.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85694.828125 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85694.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85910.390625 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85910.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86090.906250 Penalty: 3298.538330
	Iteration 7F: 3 clusters Score -86090.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86312.132812 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -86312.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86524.125000 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -86524.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86712.500000 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -86712.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86855.406250 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -86855.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86979.648438 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -86979.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87024.828125 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -87024.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87026.929688 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -87026.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87026.929688 Penalty: 3298.538330
	Iteration 15F: 3 clusters Score -87026.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9672 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89747 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83180 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41788 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18021 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47747 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30345 members 
Mstep: Class 44 contains 416 members 
Entering Unmasked Estep 
Score: -111269952.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111270216.000000 to -111269952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (40526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Entering Unmasked Estep 
Score: -5217714.000000 Penalty: 2631.205322
	Iteration 0F: 2 clusters Score -5217714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5190349.500000 Penalty: 5262.410645
	Iteration 0F: 3 clusters Score -5190350 nChanged 18529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5200369.500000 Penalty: 5262.410645
	Iteration 1F: 3 clusters Score -5200370 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5200947.000000 Penalty: 5262.410645
	Iteration 2Q: 3 clusters Score -5200947 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5201525.000000 Penalty: 5262.410645
	Iteration 3Q: 3 clusters Score -5201525 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5202250.000000 Penalty: 5262.410645
	Iteration 4Q: 3 clusters Score -5202250 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5203308.500000 Penalty: 5262.410645
	Iteration 5F: 3 clusters Score -5203308 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -5204850.000000 Penalty: 5262.410645
	Iteration 6F: 3 clusters Score -5204850 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5207089.500000 Penalty: 5262.410645
	Iteration 7F: 3 clusters Score -5207090 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5209834.500000 Penalty: 5262.410645
	Iteration 8F: 3 clusters Score -5209834 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5212271.500000 Penalty: 5262.410645
	Iteration 9F: 3 clusters Score -5212272 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5213806.500000 Penalty: 5262.410645
	Iteration 10Q: 3 clusters Score -5213806 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -5214384.000000 Penalty: 5262.410645
	Iteration 11Q: 3 clusters Score -5214384 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5214608.000000 Penalty: 5262.410645
	Iteration 12Q: 3 clusters Score -5214608 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -5214740.500000 Penalty: 5262.410645
	Iteration 13Q: 3 clusters Score -5214740 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -5214836.000000 Penalty: 5262.410645
	Iteration 14Q: 3 clusters Score -5214836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5214928.500000 Penalty: 5262.410645
	Iteration 15Q: 3 clusters Score -5214928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -5214994.500000 Penalty: 5262.410645
	Iteration 16Q: 3 clusters Score -5214994 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -5215069.500000 Penalty: 5262.410645
	Iteration 17Q: 3 clusters Score -5215070 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -5215124.500000 Penalty: 5262.410645
	Iteration 18Q: 3 clusters Score -5215124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5215178.000000 Penalty: 5262.410645
	Iteration 19Q: 3 clusters Score -5215178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -5215230.500000 Penalty: 5262.410645
	Iteration 20F: 3 clusters Score -5215230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5215273.500000 Penalty: 5262.410645
	Iteration 21Q: 3 clusters Score -5215274 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -5215309.500000 Penalty: 5262.410645
	Iteration 22Q: 3 clusters Score -5215310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5215347.000000 Penalty: 5262.410645
	Iteration 23Q: 3 clusters Score -5215347 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -5215400.500000 Penalty: 5262.410645
	Iteration 24Q: 3 clusters Score -5215400 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5215463.000000 Penalty: 5262.410645
	Iteration 25Q: 3 clusters Score -5215463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -5215493.500000 Penalty: 5262.410645
	Iteration 26Q: 3 clusters Score -5215494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5215521.000000 Penalty: 5262.410645
	Iteration 27Q: 3 clusters Score -5215521 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5215568.000000 Penalty: 5262.410645
	Iteration 28Q: 3 clusters Score -5215568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5215635.500000 Penalty: 5262.410645
	Iteration 29Q: 3 clusters Score -5215636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5215707.500000 Penalty: 5262.410645
	Iteration 30Q: 3 clusters Score -5215708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5215795.000000 Penalty: 5262.410645
	Iteration 31Q: 3 clusters Score -5215795 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5215930.000000 Penalty: 5262.410645
	Iteration 32Q: 3 clusters Score -5215930 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5216053.000000 Penalty: 5262.410645
	Iteration 33Q: 3 clusters Score -5216053 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -5216125.000000 Penalty: 5262.410645
	Iteration 34Q: 3 clusters Score -5216125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5216154.000000 Penalty: 5262.410645
	Iteration 35Q: 3 clusters Score -5216154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5216187.000000 Penalty: 5262.410645
	Iteration 36Q: 3 clusters Score -5216187 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -5216182.000000 Penalty: 5262.410645
	Iteration 37Q: 3 clusters Score -5216182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -5216205.000000 Penalty: 5262.410645
	Iteration 38Q: 3 clusters Score -5216205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5216200.500000 Penalty: 5262.410645
	Iteration 39Q: 3 clusters Score -5216200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5216209.000000 Penalty: 5262.410645
	Iteration 40F: 3 clusters Score -5216209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -5216202.500000 Penalty: 5262.410645
	Iteration 41Q: 3 clusters Score -5216202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -5216209.000000 Penalty: 5262.410645
	Iteration 42Q: 3 clusters Score -5216209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -5216207.500000 Penalty: 5262.410645
	Iteration 43Q: 3 clusters Score -5216208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5216204.500000 Penalty: 5262.410645
	Iteration 44Q: 3 clusters Score -5216204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -5216205.000000 Penalty: 5262.410645
	Iteration 45Q: 3 clusters Score -5216205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -5216198.500000 Penalty: 5262.410645
	Iteration 46Q: 3 clusters Score -5216198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5216203.000000 Penalty: 5262.410645
	Iteration 47Q: 3 clusters Score -5216203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5216203.500000 Penalty: 5262.410645
	Iteration 48Q: 3 clusters Score -5216204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5216208.000000 Penalty: 5262.410645
	Iteration 49Q: 3 clusters Score -5216208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5216214.000000 Penalty: 5262.410645
	Iteration 50Q: 3 clusters Score -5216214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -5216212.500000 Penalty: 5262.410645
	Iteration 51Q: 3 clusters Score -5216212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5216218.000000 Penalty: 5262.410645
	Iteration 52Q: 3 clusters Score -5216218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5216211.500000 Penalty: 5262.410645
	Iteration 53Q: 3 clusters Score -5216212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5216205.500000 Penalty: 5262.410645
	Iteration 54Q: 3 clusters Score -5216206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -5216210.000000 Penalty: 5262.410645
	Iteration 55Q: 3 clusters Score -5216210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5216209.500000 Penalty: 5262.410645
	Iteration 56Q: 3 clusters Score -5216210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5216213.500000 Penalty: 5262.410645
	Iteration 57Q: 3 clusters Score -5216214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5216208.000000 Penalty: 5262.410645
	Iteration 58Q: 3 clusters Score -5216208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5216208.000000 Penalty: 5262.410645
	Iteration 59F: 3 clusters Score -5216208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Entering Unmasked Estep 
Score: -925599.625000 Penalty: 2207.302246
	Iteration 0F: 2 clusters Score -925599.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -919713.437500 Penalty: 4414.604492
	Iteration 0F: 3 clusters Score -919713.4 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -921602.062500 Penalty: 4414.604492
	Iteration 1F: 3 clusters Score -921602.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -922168.750000 Penalty: 4414.604492
	Iteration 2F: 3 clusters Score -922168.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -922617.750000 Penalty: 4414.604492
	Iteration 3F: 3 clusters Score -922617.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -923045.937500 Penalty: 4414.604492
	Iteration 4F: 3 clusters Score -923045.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -923381.062500 Penalty: 4414.604492
	Iteration 5F: 3 clusters Score -923381.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -923646.250000 Penalty: 4414.604492
	Iteration 6F: 3 clusters Score -923646.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -923843.000000 Penalty: 4414.604492
	Iteration 7Q: 3 clusters Score -923843 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -923963.125000 Penalty: 4414.604492
	Iteration 8Q: 3 clusters Score -923963.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -924023.750000 Penalty: 4414.604492
	Iteration 9Q: 3 clusters Score -924023.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -924066.687500 Penalty: 4414.604492
	Iteration 10Q: 3 clusters Score -924066.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -924100.125000 Penalty: 4414.604492
	Iteration 11Q: 3 clusters Score -924100.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -924123.500000 Penalty: 4414.604492
	Iteration 12Q: 3 clusters Score -924123.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -924144.562500 Penalty: 4414.604492
	Iteration 13Q: 3 clusters Score -924144.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -924165.937500 Penalty: 4414.604492
	Iteration 14Q: 3 clusters Score -924165.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -924184.500000 Penalty: 4414.604492
	Iteration 15Q: 3 clusters Score -924184.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -924197.500000 Penalty: 4414.604492
	Iteration 16Q: 3 clusters Score -924197.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -924208.812500 Penalty: 4414.604492
	Iteration 17Q: 3 clusters Score -924208.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -924219.000000 Penalty: 4414.604492
	Iteration 18Q: 3 clusters Score -924219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -924221.687500 Penalty: 4414.604492
	Iteration 19Q: 3 clusters Score -924221.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -924226.437500 Penalty: 4414.604492
	Iteration 20F: 3 clusters Score -924226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -924231.750000 Penalty: 4414.604492
	Iteration 21Q: 3 clusters Score -924231.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -924232.687500 Penalty: 4414.604492
	Iteration 22Q: 3 clusters Score -924232.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -924235.187500 Penalty: 4414.604492
	Iteration 23Q: 3 clusters Score -924235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -924237.687500 Penalty: 4414.604492
	Iteration 24Q: 3 clusters Score -924237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -924242.187500 Penalty: 4414.604492
	Iteration 25Q: 3 clusters Score -924242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -924244.500000 Penalty: 4414.604492
	Iteration 26Q: 3 clusters Score -924244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -924246.937500 Penalty: 4414.604492
	Iteration 27Q: 3 clusters Score -924246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -924247.062500 Penalty: 4414.604492
	Iteration 28Q: 3 clusters Score -924247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -924250.562500 Penalty: 4414.604492
	Iteration 29Q: 3 clusters Score -924250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -924254.062500 Penalty: 4414.604492
	Iteration 30Q: 3 clusters Score -924254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -924254.500000 Penalty: 4414.604492
	Iteration 31Q: 3 clusters Score -924254.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -924255.250000 Penalty: 4414.604492
	Iteration 32Q: 3 clusters Score -924255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -924257.875000 Penalty: 4414.604492
	Iteration 33Q: 3 clusters Score -924257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -924259.687500 Penalty: 4414.604492
	Iteration 34Q: 3 clusters Score -924259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -924260.875000 Penalty: 4414.604492
	Iteration 35Q: 3 clusters Score -924260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -924262.000000 Penalty: 4414.604492
	Iteration 36Q: 3 clusters Score -924262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -924263.812500 Penalty: 4414.604492
	Iteration 37Q: 3 clusters Score -924263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -924267.187500 Penalty: 4414.604492
	Iteration 38Q: 3 clusters Score -924267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -924271.500000 Penalty: 4414.604492
	Iteration 39Q: 3 clusters Score -924271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -924273.562500 Penalty: 4414.604492
	Iteration 40F: 3 clusters Score -924273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -924278.312500 Penalty: 4414.604492
	Iteration 41Q: 3 clusters Score -924278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -924276.875000 Penalty: 4414.604492
	Iteration 42Q: 3 clusters Score -924276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -924277.187500 Penalty: 4414.604492
	Iteration 43Q: 3 clusters Score -924277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -924281.437500 Penalty: 4414.604492
	Iteration 44Q: 3 clusters Score -924281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -924283.125000 Penalty: 4414.604492
	Iteration 45Q: 3 clusters Score -924283.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -924286.437500 Penalty: 4414.604492
	Iteration 46Q: 3 clusters Score -924286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -924288.500000 Penalty: 4414.604492
	Iteration 47Q: 3 clusters Score -924288.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -924290.375000 Penalty: 4414.604492
	Iteration 48Q: 3 clusters Score -924290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -924294.875000 Penalty: 4414.604492
	Iteration 49Q: 3 clusters Score -924294.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -924297.687500 Penalty: 4414.604492
	Iteration 50Q: 3 clusters Score -924297.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -924301.562500 Penalty: 4414.604492
	Iteration 51Q: 3 clusters Score -924301.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -924304.562500 Penalty: 4414.604492
	Iteration 52Q: 3 clusters Score -924304.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -924305.250000 Penalty: 4414.604492
	Iteration 53Q: 3 clusters Score -924305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -924306.687500 Penalty: 4414.604492
	Iteration 54Q: 3 clusters Score -924306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -924306.437500 Penalty: 4414.604492
	Iteration 55Q: 3 clusters Score -924306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -924307.500000 Penalty: 4414.604492
	Iteration 56Q: 3 clusters Score -924307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -924307.312500 Penalty: 4414.604492
	Iteration 57Q: 3 clusters Score -924307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -924309.875000 Penalty: 4414.604492
	Iteration 58Q: 3 clusters Score -924309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -924310.062500 Penalty: 4414.604492
	Iteration 59Q: 3 clusters Score -924310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -924310.250000 Penalty: 4414.604492
	Iteration 60F: 3 clusters Score -924310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -924312.437500 Penalty: 4414.604492
	Iteration 61Q: 3 clusters Score -924312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -924312.687500 Penalty: 4414.604492
	Iteration 62Q: 3 clusters Score -924312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -924315.375000 Penalty: 4414.604492
	Iteration 63Q: 3 clusters Score -924315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -924315.875000 Penalty: 4414.604492
	Iteration 64Q: 3 clusters Score -924315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -924315.812500 Penalty: 4414.604492
	Iteration 65Q: 3 clusters Score -924315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -924318.875000 Penalty: 4414.604492
	Iteration 66Q: 3 clusters Score -924318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -924321.437500 Penalty: 4414.604492
	Iteration 67Q: 3 clusters Score -924321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -924326.812500 Penalty: 4414.604492
	Iteration 68Q: 3 clusters Score -924326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -924331.187500 Penalty: 4414.604492
	Iteration 69Q: 3 clusters Score -924331.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -924336.000000 Penalty: 4414.604492
	Iteration 70Q: 3 clusters Score -924336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -924338.062500 Penalty: 4414.604492
	Iteration 71Q: 3 clusters Score -924338.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -924342.375000 Penalty: 4414.604492
	Iteration 72Q: 3 clusters Score -924342.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -924344.375000 Penalty: 4414.604492
	Iteration 73Q: 3 clusters Score -924344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -924349.750000 Penalty: 4414.604492
	Iteration 74Q: 3 clusters Score -924349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -924350.562500 Penalty: 4414.604492
	Iteration 75Q: 3 clusters Score -924350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -924351.687500 Penalty: 4414.604492
	Iteration 76Q: 3 clusters Score -924351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -924351.812500 Penalty: 4414.604492
	Iteration 77Q: 3 clusters Score -924351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -924352.750000 Penalty: 4414.604492
	Iteration 78Q: 3 clusters Score -924352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -924354.250000 Penalty: 4414.604492
	Iteration 79Q: 3 clusters Score -924354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -924354.375000 Penalty: 4414.604492
	Iteration 80F: 3 clusters Score -924354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -924354.312500 Penalty: 4414.604492
	Iteration 81Q: 3 clusters Score -924354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -924356.750000 Penalty: 4414.604492
	Iteration 82Q: 3 clusters Score -924356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -924356.250000 Penalty: 4414.604492
	Iteration 83Q: 3 clusters Score -924356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -924358.062500 Penalty: 4414.604492
	Iteration 84Q: 3 clusters Score -924358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -924358.687500 Penalty: 4414.604492
	Iteration 85Q: 3 clusters Score -924358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -924358.875000 Penalty: 4414.604492
	Iteration 86Q: 3 clusters Score -924358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -924358.500000 Penalty: 4414.604492
	Iteration 87Q: 3 clusters Score -924358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -924358.500000 Penalty: 4414.604492
	Iteration 88F: 3 clusters Score -924358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Entering Unmasked Estep 
Score: -21208124.000000 Penalty: 2974.622070
	Iteration 0F: 2 clusters Score -2.120812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -21099146.000000 Penalty: 5949.244141
	Iteration 0F: 3 clusters Score -2.109915e+07 nChanged 77616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -21143524.000000 Penalty: 5949.244141
	Iteration 1F: 3 clusters Score -2.114352e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -21144296.000000 Penalty: 5949.244141
	Iteration 2Q: 3 clusters Score -2.11443e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -21145122.000000 Penalty: 5949.244141
	Iteration 3Q: 3 clusters Score -2.114512e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -21146164.000000 Penalty: 5949.244141
	Iteration 4Q: 3 clusters Score -2.114616e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -21147622.000000 Penalty: 5949.244141
	Iteration 5Q: 3 clusters Score -2.114762e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -21149740.000000 Penalty: 5949.244141
	Iteration 6Q: 3 clusters Score -2.114974e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -21153510.000000 Penalty: 5949.244141
	Iteration 7Q: 3 clusters Score -2.115351e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -21159812.000000 Penalty: 5949.244141
	Iteration 8F: 3 clusters Score -2.115981e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -21169720.000000 Penalty: 5949.244141
	Iteration 9F: 3 clusters Score -2.116972e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -21182236.000000 Penalty: 5949.244141
	Iteration 10F: 3 clusters Score -2.118224e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -21193514.000000 Penalty: 5949.244141
	Iteration 11F: 3 clusters Score -2.119351e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 155934 members 
Entering Unmasked Estep 
Score: -21200582.000000 Penalty: 5949.244141
	Iteration 12Q: 3 clusters Score -2.120058e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -21203742.000000 Penalty: 5949.244141
	Iteration 13Q: 3 clusters Score -2.120374e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -21204802.000000 Penalty: 5949.244141
	Iteration 14Q: 3 clusters Score -2.12048e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -21205344.000000 Penalty: 5949.244141
	Iteration 15Q: 3 clusters Score -2.120534e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 161058 members 
Entering Unmasked Estep 
Score: -21205546.000000 Penalty: 5949.244141
	Iteration 16Q: 3 clusters Score -2.120555e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -21205678.000000 Penalty: 5949.244141
	Iteration 17Q: 3 clusters Score -2.120568e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -21205750.000000 Penalty: 5949.244141
	Iteration 18Q: 3 clusters Score -2.120575e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -21205808.000000 Penalty: 5949.244141
	Iteration 19Q: 3 clusters Score -2.120581e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 161136 members 
Entering Unmasked Estep 
Score: -21205856.000000 Penalty: 5949.244141
	Iteration 20F: 3 clusters Score -2.120586e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 161140 members 
Entering Unmasked Estep 
Score: -21205896.000000 Penalty: 5949.244141
	Iteration 21Q: 3 clusters Score -2.12059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -21205930.000000 Penalty: 5949.244141
	Iteration 22Q: 3 clusters Score -2.120593e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 161130 members 
Entering Unmasked Estep 
Score: -21205934.000000 Penalty: 5949.244141
	Iteration 23Q: 3 clusters Score -2.120593e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -21205970.000000 Penalty: 5949.244141
	Iteration 24Q: 3 clusters Score -2.120597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -21205976.000000 Penalty: 5949.244141
	Iteration 25Q: 3 clusters Score -2.120598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -21206010.000000 Penalty: 5949.244141
	Iteration 26Q: 3 clusters Score -2.120601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 161099 members 
Entering Unmasked Estep 
Score: -21206026.000000 Penalty: 5949.244141
	Iteration 27Q: 3 clusters Score -2.120603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -21206018.000000 Penalty: 5949.244141
	Iteration 28Q: 3 clusters Score -2.120602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -21206030.000000 Penalty: 5949.244141
	Iteration 29Q: 3 clusters Score -2.120603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -21206036.000000 Penalty: 5949.244141
	Iteration 30Q: 3 clusters Score -2.120604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -21206044.000000 Penalty: 5949.244141
	Iteration 31Q: 3 clusters Score -2.120604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -21206038.000000 Penalty: 5949.244141
	Iteration 32Q: 3 clusters Score -2.120604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 161065 members 
Entering Unmasked Estep 
Score: -21206044.000000 Penalty: 5949.244141
	Iteration 33Q: 3 clusters Score -2.120604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -21206046.000000 Penalty: 5949.244141
	Iteration 34Q: 3 clusters Score -2.120605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -21206044.000000 Penalty: 5949.244141
	Iteration 35Q: 3 clusters Score -2.120604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -21206048.000000 Penalty: 5949.244141
	Iteration 36Q: 3 clusters Score -2.120605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 161055 members 
Entering Unmasked Estep 
Score: -21206050.000000 Penalty: 5949.244141
	Iteration 37Q: 3 clusters Score -2.120605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -21206058.000000 Penalty: 5949.244141
	Iteration 38Q: 3 clusters Score -2.120606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -21206064.000000 Penalty: 5949.244141
	Iteration 39Q: 3 clusters Score -2.120606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -21206072.000000 Penalty: 5949.244141
	Iteration 40F: 3 clusters Score -2.120607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -21206082.000000 Penalty: 5949.244141
	Iteration 41Q: 3 clusters Score -2.120608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -21206080.000000 Penalty: 5949.244141
	Iteration 42Q: 3 clusters Score -2.120608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 161041 members 
Entering Unmasked Estep 
Score: -21206074.000000 Penalty: 5949.244141
	Iteration 43Q: 3 clusters Score -2.120607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 161038 members 
Entering Unmasked Estep 
Score: -21206088.000000 Penalty: 5949.244141
	Iteration 44Q: 3 clusters Score -2.120609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 161038 members 
Entering Unmasked Estep 
Score: -21206096.000000 Penalty: 5949.244141
	Iteration 45Q: 3 clusters Score -2.12061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -21206106.000000 Penalty: 5949.244141
	Iteration 46Q: 3 clusters Score -2.120611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -21206096.000000 Penalty: 5949.244141
	Iteration 47Q: 3 clusters Score -2.12061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -21206096.000000 Penalty: 5949.244141
	Iteration 48F: 3 clusters Score -2.12061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -763018.250000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -763018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -757951.687500 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -757951.7 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -759299.250000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -759299.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -759660.812500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -759660.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -760014.750000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -760014.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -760356.500000 Penalty: 4308.636719
	Iteration 4F: 3 clusters Score -760356.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -760682.687500 Penalty: 4308.636719
	Iteration 5F: 3 clusters Score -760682.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -760927.437500 Penalty: 4308.636719
	Iteration 6F: 3 clusters Score -760927.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -761086.625000 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -761086.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -761198.312500 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -761198.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -761276.562500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -761276.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -761324.312500 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -761324.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -761361.875000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -761361.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -761405.562500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -761405.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -761443.687500 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -761443.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -761490.812500 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -761490.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -761535.437500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -761535.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -761580.125000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -761580.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -761643.500000 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -761643.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -761707.687500 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -761707.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -761778.687500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -761778.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -761864.000000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -761864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -761928.812500 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -761928.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -761975.750000 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -761975.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -762003.500000 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -762003.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -762021.500000 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -762021.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -762034.062500 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -762034.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -762047.687500 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -762047.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -762059.000000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -762059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -762071.500000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -762071.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -762082.250000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -762082.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -762088.750000 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -762088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -762094.312500 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -762094.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -762106.125000 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -762106.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -762117.562500 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -762117.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -762122.750000 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -762122.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -762130.562500 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -762130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -762136.562500 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -762136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -762136.375000 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -762136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -762140.812500 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -762140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -762140.875000 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -762140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -762141.937500 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -762141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -762143.937500 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -762143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -762145.375000 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -762145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -762145.625000 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -762145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -762147.250000 Penalty: 4308.636719
	Iteration 44Q: 3 clusters Score -762147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -762145.875000 Penalty: 4308.636719
	Iteration 45Q: 3 clusters Score -762145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -762147.187500 Penalty: 4308.636719
	Iteration 46Q: 3 clusters Score -762147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -762147.187500 Penalty: 4308.636719
	Iteration 47F: 3 clusters Score -762147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -877777.625000 Penalty: 2187.826416
	Iteration 0F: 2 clusters Score -877777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -872109.000000 Penalty: 4375.652832
	Iteration 0F: 3 clusters Score -872109 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -873625.250000 Penalty: 4375.652832
	Iteration 1F: 3 clusters Score -873625.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -873946.875000 Penalty: 4375.652832
	Iteration 2F: 3 clusters Score -873946.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -874173.500000 Penalty: 4375.652832
	Iteration 3F: 3 clusters Score -874173.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -874345.500000 Penalty: 4375.652832
	Iteration 4Q: 3 clusters Score -874345.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -874475.000000 Penalty: 4375.652832
	Iteration 5Q: 3 clusters Score -874475 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -874579.687500 Penalty: 4375.652832
	Iteration 6Q: 3 clusters Score -874579.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -874661.125000 Penalty: 4375.652832
	Iteration 7Q: 3 clusters Score -874661.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -874723.625000 Penalty: 4375.652832
	Iteration 8Q: 3 clusters Score -874723.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -874786.750000 Penalty: 4375.652832
	Iteration 9Q: 3 clusters Score -874786.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -874851.937500 Penalty: 4375.652832
	Iteration 10Q: 3 clusters Score -874851.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -874911.250000 Penalty: 4375.652832
	Iteration 11Q: 3 clusters Score -874911.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -874985.000000 Penalty: 4375.652832
	Iteration 12Q: 3 clusters Score -874985 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -875061.937500 Penalty: 4375.652832
	Iteration 13Q: 3 clusters Score -875061.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -875141.500000 Penalty: 4375.652832
	Iteration 14Q: 3 clusters Score -875141.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -875218.125000 Penalty: 4375.652832
	Iteration 15Q: 3 clusters Score -875218.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -875300.375000 Penalty: 4375.652832
	Iteration 16Q: 3 clusters Score -875300.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -875379.125000 Penalty: 4375.652832
	Iteration 17Q: 3 clusters Score -875379.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -875465.562500 Penalty: 4375.652832
	Iteration 18Q: 3 clusters Score -875465.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -875563.312500 Penalty: 4375.652832
	Iteration 19Q: 3 clusters Score -875563.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -875650.562500 Penalty: 4375.652832
	Iteration 20F: 3 clusters Score -875650.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -875725.875000 Penalty: 4375.652832
	Iteration 21Q: 3 clusters Score -875725.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -875791.750000 Penalty: 4375.652832
	Iteration 22Q: 3 clusters Score -875791.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -875842.937500 Penalty: 4375.652832
	Iteration 23Q: 3 clusters Score -875842.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -875894.000000 Penalty: 4375.652832
	Iteration 24Q: 3 clusters Score -875894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -875942.937500 Penalty: 4375.652832
	Iteration 25Q: 3 clusters Score -875942.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -875993.187500 Penalty: 4375.652832
	Iteration 26Q: 3 clusters Score -875993.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -876035.062500 Penalty: 4375.652832
	Iteration 27Q: 3 clusters Score -876035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -876068.875000 Penalty: 4375.652832
	Iteration 28Q: 3 clusters Score -876068.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -876099.312500 Penalty: 4375.652832
	Iteration 29Q: 3 clusters Score -876099.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -876126.687500 Penalty: 4375.652832
	Iteration 30Q: 3 clusters Score -876126.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -876151.375000 Penalty: 4375.652832
	Iteration 31Q: 3 clusters Score -876151.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -876171.437500 Penalty: 4375.652832
	Iteration 32Q: 3 clusters Score -876171.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -876183.125000 Penalty: 4375.652832
	Iteration 33Q: 3 clusters Score -876183.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -876191.812500 Penalty: 4375.652832
	Iteration 34Q: 3 clusters Score -876191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -876199.375000 Penalty: 4375.652832
	Iteration 35Q: 3 clusters Score -876199.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -876200.187500 Penalty: 4375.652832
	Iteration 36Q: 3 clusters Score -876200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -876203.125000 Penalty: 4375.652832
	Iteration 37Q: 3 clusters Score -876203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -876205.625000 Penalty: 4375.652832
	Iteration 38Q: 3 clusters Score -876205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -876210.562500 Penalty: 4375.652832
	Iteration 39Q: 3 clusters Score -876210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -876214.937500 Penalty: 4375.652832
	Iteration 40F: 3 clusters Score -876214.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -876218.187500 Penalty: 4375.652832
	Iteration 41Q: 3 clusters Score -876218.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -876226.187500 Penalty: 4375.652832
	Iteration 42Q: 3 clusters Score -876226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -876231.437500 Penalty: 4375.652832
	Iteration 43Q: 3 clusters Score -876231.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -876236.812500 Penalty: 4375.652832
	Iteration 44Q: 3 clusters Score -876236.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -876245.500000 Penalty: 4375.652832
	Iteration 45Q: 3 clusters Score -876245.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -876248.312500 Penalty: 4375.652832
	Iteration 46Q: 3 clusters Score -876248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -876252.250000 Penalty: 4375.652832
	Iteration 47Q: 3 clusters Score -876252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -876255.437500 Penalty: 4375.652832
	Iteration 48Q: 3 clusters Score -876255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -876256.312500 Penalty: 4375.652832
	Iteration 49Q: 3 clusters Score -876256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -876261.625000 Penalty: 4375.652832
	Iteration 50Q: 3 clusters Score -876261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -876265.437500 Penalty: 4375.652832
	Iteration 51Q: 3 clusters Score -876265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -876267.312500 Penalty: 4375.652832
	Iteration 52Q: 3 clusters Score -876267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -876270.875000 Penalty: 4375.652832
	Iteration 53Q: 3 clusters Score -876270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -876271.000000 Penalty: 4375.652832
	Iteration 54Q: 3 clusters Score -876271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -876273.625000 Penalty: 4375.652832
	Iteration 55Q: 3 clusters Score -876273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -876275.500000 Penalty: 4375.652832
	Iteration 56Q: 3 clusters Score -876275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -876275.500000 Penalty: 4375.652832
	Iteration 57Q: 3 clusters Score -876275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -876275.500000 Penalty: 4375.652832
	Iteration 58F: 3 clusters Score -876275.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Entering Unmasked Estep 
Score: -6871471.000000 Penalty: 2692.549561
	Iteration 0F: 2 clusters Score -6871471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -6836557.500000 Penalty: 5385.099121
	Iteration 0F: 3 clusters Score -6836558 nChanged 23919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -6849952.500000 Penalty: 5385.099121
	Iteration 1F: 3 clusters Score -6849952 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -6850811.500000 Penalty: 5385.099121
	Iteration 2Q: 3 clusters Score -6850812 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6851926.500000 Penalty: 5385.099121
	Iteration 3Q: 3 clusters Score -6851926 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -6853423.000000 Penalty: 5385.099121
	Iteration 4F: 3 clusters Score -6853423 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -6855278.500000 Penalty: 5385.099121
	Iteration 5F: 3 clusters Score -6855278 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6857212.500000 Penalty: 5385.099121
	Iteration 6F: 3 clusters Score -6857212 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -6858999.000000 Penalty: 5385.099121
	Iteration 7F: 3 clusters Score -6858999 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6860614.000000 Penalty: 5385.099121
	Iteration 8F: 3 clusters Score -6860614 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -6861910.500000 Penalty: 5385.099121
	Iteration 9Q: 3 clusters Score -6861910 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -6863077.000000 Penalty: 5385.099121
	Iteration 10Q: 3 clusters Score -6863077 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -6864200.000000 Penalty: 5385.099121
	Iteration 11Q: 3 clusters Score -6864200 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6865168.500000 Penalty: 5385.099121
	Iteration 12Q: 3 clusters Score -6865168 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6865964.500000 Penalty: 5385.099121
	Iteration 13Q: 3 clusters Score -6865964 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6866726.500000 Penalty: 5385.099121
	Iteration 14Q: 3 clusters Score -6866726 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6867378.000000 Penalty: 5385.099121
	Iteration 15Q: 3 clusters Score -6867378 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6867846.000000 Penalty: 5385.099121
	Iteration 16Q: 3 clusters Score -6867846 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6868214.500000 Penalty: 5385.099121
	Iteration 17Q: 3 clusters Score -6868214 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6868494.500000 Penalty: 5385.099121
	Iteration 18Q: 3 clusters Score -6868494 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6868684.500000 Penalty: 5385.099121
	Iteration 19Q: 3 clusters Score -6868684 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6868874.000000 Penalty: 5385.099121
	Iteration 20F: 3 clusters Score -6868874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6869006.500000 Penalty: 5385.099121
	Iteration 21Q: 3 clusters Score -6869006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6869069.500000 Penalty: 5385.099121
	Iteration 22Q: 3 clusters Score -6869070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6869131.000000 Penalty: 5385.099121
	Iteration 23Q: 3 clusters Score -6869131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6869156.500000 Penalty: 5385.099121
	Iteration 24Q: 3 clusters Score -6869156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6869201.000000 Penalty: 5385.099121
	Iteration 25Q: 3 clusters Score -6869201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6869228.000000 Penalty: 5385.099121
	Iteration 26Q: 3 clusters Score -6869228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6869237.500000 Penalty: 5385.099121
	Iteration 27Q: 3 clusters Score -6869238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6869255.500000 Penalty: 5385.099121
	Iteration 28Q: 3 clusters Score -6869256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6869276.500000 Penalty: 5385.099121
	Iteration 29Q: 3 clusters Score -6869276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6869288.000000 Penalty: 5385.099121
	Iteration 30Q: 3 clusters Score -6869288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6869304.500000 Penalty: 5385.099121
	Iteration 31Q: 3 clusters Score -6869304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6869310.000000 Penalty: 5385.099121
	Iteration 32Q: 3 clusters Score -6869310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6869323.000000 Penalty: 5385.099121
	Iteration 33Q: 3 clusters Score -6869323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6869324.000000 Penalty: 5385.099121
	Iteration 34Q: 3 clusters Score -6869324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6869328.000000 Penalty: 5385.099121
	Iteration 35Q: 3 clusters Score -6869328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6869331.000000 Penalty: 5385.099121
	Iteration 36Q: 3 clusters Score -6869331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6869336.000000 Penalty: 5385.099121
	Iteration 37Q: 3 clusters Score -6869336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6869340.500000 Penalty: 5385.099121
	Iteration 38Q: 3 clusters Score -6869340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6869339.500000 Penalty: 5385.099121
	Iteration 39Q: 3 clusters Score -6869340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6869339.500000 Penalty: 5385.099121
	Iteration 40F: 3 clusters Score -6869340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -152781.375000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -152781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -150614.984375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -150615 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151069.125000 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -151069.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151242.875000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -151242.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151337.796875 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -151337.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151403.703125 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -151403.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151459.015625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -151459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151495.734375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -151495.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151524.218750 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -151524.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151546.343750 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -151546.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151568.281250 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -151568.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151583.484375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -151583.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151591.812500 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -151591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151599.031250 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -151599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151603.515625 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -151603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151605.093750 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -151605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151607.343750 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -151607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151608.578125 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -151608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151608.578125 Penalty: 3576.565918
	Iteration 17F: 3 clusters Score -151608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Entering Unmasked Estep 
Score: -1761900.750000 Penalty: 2375.712646
	Iteration 0F: 2 clusters Score -1761901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1751440.250000 Penalty: 4751.425293
	Iteration 0F: 3 clusters Score -1751440 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1754889.375000 Penalty: 4751.425293
	Iteration 1F: 3 clusters Score -1754889 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1755351.875000 Penalty: 4751.425293
	Iteration 2F: 3 clusters Score -1755352 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1755869.250000 Penalty: 4751.425293
	Iteration 3F: 3 clusters Score -1755869 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1756498.875000 Penalty: 4751.425293
	Iteration 4F: 3 clusters Score -1756499 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1757296.000000 Penalty: 4751.425293
	Iteration 5F: 3 clusters Score -1757296 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1758120.375000 Penalty: 4751.425293
	Iteration 6F: 3 clusters Score -1758120 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1758888.875000 Penalty: 4751.425293
	Iteration 7F: 3 clusters Score -1758889 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1759438.875000 Penalty: 4751.425293
	Iteration 8F: 3 clusters Score -1759439 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1759775.500000 Penalty: 4751.425293
	Iteration 9Q: 3 clusters Score -1759776 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1759989.500000 Penalty: 4751.425293
	Iteration 10Q: 3 clusters Score -1759990 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1760112.375000 Penalty: 4751.425293
	Iteration 11Q: 3 clusters Score -1760112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1760206.625000 Penalty: 4751.425293
	Iteration 12Q: 3 clusters Score -1760207 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1760278.250000 Penalty: 4751.425293
	Iteration 13Q: 3 clusters Score -1760278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1760334.125000 Penalty: 4751.425293
	Iteration 14Q: 3 clusters Score -1760334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1760373.875000 Penalty: 4751.425293
	Iteration 15Q: 3 clusters Score -1760374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1760411.000000 Penalty: 4751.425293
	Iteration 16Q: 3 clusters Score -1760411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1760448.125000 Penalty: 4751.425293
	Iteration 17Q: 3 clusters Score -1760448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1760468.500000 Penalty: 4751.425293
	Iteration 18Q: 3 clusters Score -1760468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1760502.625000 Penalty: 4751.425293
	Iteration 19Q: 3 clusters Score -1760503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1760523.125000 Penalty: 4751.425293
	Iteration 20F: 3 clusters Score -1760523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1760542.250000 Penalty: 4751.425293
	Iteration 21Q: 3 clusters Score -1760542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1760564.375000 Penalty: 4751.425293
	Iteration 22Q: 3 clusters Score -1760564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1760581.375000 Penalty: 4751.425293
	Iteration 23Q: 3 clusters Score -1760581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1760589.875000 Penalty: 4751.425293
	Iteration 24Q: 3 clusters Score -1760590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1760603.500000 Penalty: 4751.425293
	Iteration 25Q: 3 clusters Score -1760604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1760607.000000 Penalty: 4751.425293
	Iteration 26Q: 3 clusters Score -1760607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1760617.250000 Penalty: 4751.425293
	Iteration 27Q: 3 clusters Score -1760617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1760621.000000 Penalty: 4751.425293
	Iteration 28Q: 3 clusters Score -1760621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1760627.750000 Penalty: 4751.425293
	Iteration 29Q: 3 clusters Score -1760628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1760632.500000 Penalty: 4751.425293
	Iteration 30Q: 3 clusters Score -1760632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1760635.375000 Penalty: 4751.425293
	Iteration 31Q: 3 clusters Score -1760635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1760640.250000 Penalty: 4751.425293
	Iteration 32Q: 3 clusters Score -1760640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1760640.375000 Penalty: 4751.425293
	Iteration 33Q: 3 clusters Score -1760640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1760641.375000 Penalty: 4751.425293
	Iteration 34Q: 3 clusters Score -1760641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1760642.000000 Penalty: 4751.425293
	Iteration 35Q: 3 clusters Score -1760642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1760641.000000 Penalty: 4751.425293
	Iteration 36Q: 3 clusters Score -1760641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1760638.875000 Penalty: 4751.425293
	Iteration 37Q: 3 clusters Score -1760639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1760640.250000 Penalty: 4751.425293
	Iteration 38Q: 3 clusters Score -1760640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1760638.000000 Penalty: 4751.425293
	Iteration 39Q: 3 clusters Score -1760638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1760638.000000 Penalty: 4751.425293
	Iteration 40F: 3 clusters Score -1760638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -829463.750000 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -829463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -823887.500000 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -823887.5 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -825591.562500 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -825591.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -826100.687500 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -826100.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -826575.937500 Penalty: 4374.993652
	Iteration 3F: 3 clusters Score -826575.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -826987.125000 Penalty: 4374.993652
	Iteration 4F: 3 clusters Score -826987.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -827292.625000 Penalty: 4374.993652
	Iteration 5F: 3 clusters Score -827292.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -827534.562500 Penalty: 4374.993652
	Iteration 6Q: 3 clusters Score -827534.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -827716.562500 Penalty: 4374.993652
	Iteration 7Q: 3 clusters Score -827716.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -827818.437500 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -827818.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -827901.500000 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -827901.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -827964.875000 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -827964.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -828031.125000 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -828031.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -828081.437500 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -828081.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -828127.437500 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -828127.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -828166.062500 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -828166.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -828196.250000 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -828196.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -828219.875000 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -828219.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -828239.250000 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -828239.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -828255.500000 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -828255.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -828269.937500 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -828269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -828281.812500 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -828281.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -828301.750000 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -828301.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -828322.625000 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -828322.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -828338.687500 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -828338.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -828349.062500 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -828349.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -828355.125000 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -828355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -828361.812500 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -828361.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -828371.937500 Penalty: 4374.993652
	Iteration 27Q: 3 clusters Score -828371.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -828389.750000 Penalty: 4374.993652
	Iteration 28Q: 3 clusters Score -828389.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -828409.687500 Penalty: 4374.993652
	Iteration 29Q: 3 clusters Score -828409.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -828431.250000 Penalty: 4374.993652
	Iteration 30Q: 3 clusters Score -828431.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -828465.562500 Penalty: 4374.993652
	Iteration 31Q: 3 clusters Score -828465.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -828525.375000 Penalty: 4374.993652
	Iteration 32Q: 3 clusters Score -828525.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -828583.437500 Penalty: 4374.993652
	Iteration 33Q: 3 clusters Score -828583.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -828634.750000 Penalty: 4374.993652
	Iteration 34Q: 3 clusters Score -828634.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -828658.625000 Penalty: 4374.993652
	Iteration 35Q: 3 clusters Score -828658.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -828666.812500 Penalty: 4374.993652
	Iteration 36Q: 3 clusters Score -828666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -828672.437500 Penalty: 4374.993652
	Iteration 37Q: 3 clusters Score -828672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -828673.187500 Penalty: 4374.993652
	Iteration 38Q: 3 clusters Score -828673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -828672.437500 Penalty: 4374.993652
	Iteration 39Q: 3 clusters Score -828672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -828674.750000 Penalty: 4374.993652
	Iteration 40F: 3 clusters Score -828674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -828676.937500 Penalty: 4374.993652
	Iteration 41Q: 3 clusters Score -828676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -828675.937500 Penalty: 4374.993652
	Iteration 42Q: 3 clusters Score -828675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -828675.937500 Penalty: 4374.993652
	Iteration 43F: 3 clusters Score -828675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Entering Unmasked Estep 
Score: -11758132.000000 Penalty: 2828.377930
	Iteration 0F: 2 clusters Score -1.175813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -11697822.000000 Penalty: 5656.755859
	Iteration 0F: 3 clusters Score -1.169782e+07 nChanged 42487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -11721711.000000 Penalty: 5656.755859
	Iteration 1F: 3 clusters Score -1.172171e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -11722415.000000 Penalty: 5656.755859
	Iteration 2Q: 3 clusters Score -1.172242e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -11723167.000000 Penalty: 5656.755859
	Iteration 3Q: 3 clusters Score -1.172317e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -11723954.000000 Penalty: 5656.755859
	Iteration 4Q: 3 clusters Score -1.172395e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -11724837.000000 Penalty: 5656.755859
	Iteration 5Q: 3 clusters Score -1.172484e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11725894.000000 Penalty: 5656.755859
	Iteration 6Q: 3 clusters Score -1.172589e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -11727084.000000 Penalty: 5656.755859
	Iteration 7Q: 3 clusters Score -1.172708e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -11728619.000000 Penalty: 5656.755859
	Iteration 8Q: 3 clusters Score -1.172862e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11730584.000000 Penalty: 5656.755859
	Iteration 9Q: 3 clusters Score -1.173058e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -11732845.000000 Penalty: 5656.755859
	Iteration 10F: 3 clusters Score -1.173284e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -11735105.000000 Penalty: 5656.755859
	Iteration 11F: 3 clusters Score -1.17351e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -11737185.000000 Penalty: 5656.755859
	Iteration 12Q: 3 clusters Score -1.173718e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -11738865.000000 Penalty: 5656.755859
	Iteration 13Q: 3 clusters Score -1.173886e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -11740285.000000 Penalty: 5656.755859
	Iteration 14Q: 3 clusters Score -1.174028e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -11741356.000000 Penalty: 5656.755859
	Iteration 15Q: 3 clusters Score -1.174136e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -11742278.000000 Penalty: 5656.755859
	Iteration 16Q: 3 clusters Score -1.174228e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -11743146.000000 Penalty: 5656.755859
	Iteration 17Q: 3 clusters Score -1.174315e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -11744046.000000 Penalty: 5656.755859
	Iteration 18Q: 3 clusters Score -1.174405e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -11745049.000000 Penalty: 5656.755859
	Iteration 19Q: 3 clusters Score -1.174505e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -11746264.000000 Penalty: 5656.755859
	Iteration 20F: 3 clusters Score -1.174626e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -11747641.000000 Penalty: 5656.755859
	Iteration 21Q: 3 clusters Score -1.174764e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -11748953.000000 Penalty: 5656.755859
	Iteration 22Q: 3 clusters Score -1.174895e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -11750151.000000 Penalty: 5656.755859
	Iteration 23Q: 3 clusters Score -1.175015e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -11751355.000000 Penalty: 5656.755859
	Iteration 24Q: 3 clusters Score -1.175136e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -11752468.000000 Penalty: 5656.755859
	Iteration 25Q: 3 clusters Score -1.175247e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -11753359.000000 Penalty: 5656.755859
	Iteration 26Q: 3 clusters Score -1.175336e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -11753986.000000 Penalty: 5656.755859
	Iteration 27Q: 3 clusters Score -1.175399e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -11754513.000000 Penalty: 5656.755859
	Iteration 28Q: 3 clusters Score -1.175451e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -11754848.000000 Penalty: 5656.755859
	Iteration 29Q: 3 clusters Score -1.175485e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -11755132.000000 Penalty: 5656.755859
	Iteration 30Q: 3 clusters Score -1.175513e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -11755343.000000 Penalty: 5656.755859
	Iteration 31Q: 3 clusters Score -1.175534e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -11755505.000000 Penalty: 5656.755859
	Iteration 32Q: 3 clusters Score -1.17555e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -11755585.000000 Penalty: 5656.755859
	Iteration 33Q: 3 clusters Score -1.175558e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -11755689.000000 Penalty: 5656.755859
	Iteration 34Q: 3 clusters Score -1.175569e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -11755792.000000 Penalty: 5656.755859
	Iteration 35Q: 3 clusters Score -1.175579e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -11755834.000000 Penalty: 5656.755859
	Iteration 36Q: 3 clusters Score -1.175583e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -11755888.000000 Penalty: 5656.755859
	Iteration 37Q: 3 clusters Score -1.175589e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -11755902.000000 Penalty: 5656.755859
	Iteration 38Q: 3 clusters Score -1.17559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -11755914.000000 Penalty: 5656.755859
	Iteration 39Q: 3 clusters Score -1.175591e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -11755922.000000 Penalty: 5656.755859
	Iteration 40F: 3 clusters Score -1.175592e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -11755971.000000 Penalty: 5656.755859
	Iteration 41Q: 3 clusters Score -1.175597e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -11755988.000000 Penalty: 5656.755859
	Iteration 42Q: 3 clusters Score -1.175599e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -11755977.000000 Penalty: 5656.755859
	Iteration 43Q: 3 clusters Score -1.175598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -11756001.000000 Penalty: 5656.755859
	Iteration 44Q: 3 clusters Score -1.1756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -11756004.000000 Penalty: 5656.755859
	Iteration 45Q: 3 clusters Score -1.1756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -11756016.000000 Penalty: 5656.755859
	Iteration 46Q: 3 clusters Score -1.175602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -11756017.000000 Penalty: 5656.755859
	Iteration 47Q: 3 clusters Score -1.175602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
Score: -11756025.000000 Penalty: 5656.755859
	Iteration 48Q: 3 clusters Score -1.175602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -11756029.000000 Penalty: 5656.755859
	Iteration 49Q: 3 clusters Score -1.175603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -11756026.000000 Penalty: 5656.755859
	Iteration 50Q: 3 clusters Score -1.175603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -11756030.000000 Penalty: 5656.755859
	Iteration 51Q: 3 clusters Score -1.175603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -11756038.000000 Penalty: 5656.755859
	Iteration 52Q: 3 clusters Score -1.175604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -11756043.000000 Penalty: 5656.755859
	Iteration 53Q: 3 clusters Score -1.175604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -11756061.000000 Penalty: 5656.755859
	Iteration 54Q: 3 clusters Score -1.175606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -11756066.000000 Penalty: 5656.755859
	Iteration 55Q: 3 clusters Score -1.175607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -11756066.000000 Penalty: 5656.755859
	Iteration 56Q: 3 clusters Score -1.175607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -11756062.000000 Penalty: 5656.755859
	Iteration 57Q: 3 clusters Score -1.175606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -11756066.000000 Penalty: 5656.755859
	Iteration 58Q: 3 clusters Score -1.175607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -11756074.000000 Penalty: 5656.755859
	Iteration 59Q: 3 clusters Score -1.175607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -11756081.000000 Penalty: 5656.755859
	Iteration 60F: 3 clusters Score -1.175608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -11756090.000000 Penalty: 5656.755859
	Iteration 61Q: 3 clusters Score -1.175609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -11756095.000000 Penalty: 5656.755859
	Iteration 62Q: 3 clusters Score -1.17561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -11756092.000000 Penalty: 5656.755859
	Iteration 63Q: 3 clusters Score -1.175609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -11756089.000000 Penalty: 5656.755859
	Iteration 64Q: 3 clusters Score -1.175609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -11756092.000000 Penalty: 5656.755859
	Iteration 65Q: 3 clusters Score -1.175609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11756082.000000 Penalty: 5656.755859
	Iteration 66Q: 3 clusters Score -1.175608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11756082.000000 Penalty: 5656.755859
	Iteration 67F: 3 clusters Score -1.175608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Entering Unmasked Estep 
Score: -1490796.375000 Penalty: 2316.963867
	Iteration 0F: 2 clusters Score -1490796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1482226.750000 Penalty: 4633.927734
	Iteration 0F: 3 clusters Score -1482227 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1485186.625000 Penalty: 4633.927734
	Iteration 1F: 3 clusters Score -1485187 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1485942.625000 Penalty: 4633.927734
	Iteration 2F: 3 clusters Score -1485943 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1486752.750000 Penalty: 4633.927734
	Iteration 3F: 3 clusters Score -1486753 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1487680.625000 Penalty: 4633.927734
	Iteration 4F: 3 clusters Score -1487681 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1488515.500000 Penalty: 4633.927734
	Iteration 5F: 3 clusters Score -1488516 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1489045.000000 Penalty: 4633.927734
	Iteration 6F: 3 clusters Score -1489045 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1489343.500000 Penalty: 4633.927734
	Iteration 7Q: 3 clusters Score -1489344 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1489526.875000 Penalty: 4633.927734
	Iteration 8Q: 3 clusters Score -1489527 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1489655.250000 Penalty: 4633.927734
	Iteration 9Q: 3 clusters Score -1489655 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1489768.125000 Penalty: 4633.927734
	Iteration 10Q: 3 clusters Score -1489768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1489843.750000 Penalty: 4633.927734
	Iteration 11Q: 3 clusters Score -1489844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1489898.500000 Penalty: 4633.927734
	Iteration 12Q: 3 clusters Score -1489898 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1489943.750000 Penalty: 4633.927734
	Iteration 13Q: 3 clusters Score -1489944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1489980.500000 Penalty: 4633.927734
	Iteration 14Q: 3 clusters Score -1489980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1490005.875000 Penalty: 4633.927734
	Iteration 15Q: 3 clusters Score -1490006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1490025.875000 Penalty: 4633.927734
	Iteration 16Q: 3 clusters Score -1490026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1490041.000000 Penalty: 4633.927734
	Iteration 17Q: 3 clusters Score -1490041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1490054.250000 Penalty: 4633.927734
	Iteration 18Q: 3 clusters Score -1490054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1490064.750000 Penalty: 4633.927734
	Iteration 19Q: 3 clusters Score -1490065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1490079.500000 Penalty: 4633.927734
	Iteration 20F: 3 clusters Score -1490080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1490088.000000 Penalty: 4633.927734
	Iteration 21Q: 3 clusters Score -1490088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1490093.500000 Penalty: 4633.927734
	Iteration 22Q: 3 clusters Score -1490094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1490100.375000 Penalty: 4633.927734
	Iteration 23Q: 3 clusters Score -1490100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1490104.500000 Penalty: 4633.927734
	Iteration 24Q: 3 clusters Score -1490104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1490105.625000 Penalty: 4633.927734
	Iteration 25Q: 3 clusters Score -1490106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1490109.500000 Penalty: 4633.927734
	Iteration 26Q: 3 clusters Score -1490110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1490110.000000 Penalty: 4633.927734
	Iteration 27Q: 3 clusters Score -1490110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1490110.375000 Penalty: 4633.927734
	Iteration 28Q: 3 clusters Score -1490110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1490108.750000 Penalty: 4633.927734
	Iteration 29Q: 3 clusters Score -1490109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1490108.750000 Penalty: 4633.927734
	Iteration 30F: 3 clusters Score -1490109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Entering Unmasked Estep 
Score: -10825380.000000 Penalty: 2809.532959
	Iteration 0F: 2 clusters Score -1.082538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -10769391.000000 Penalty: 5619.065918
	Iteration 0F: 3 clusters Score -1.076939e+07 nChanged 39374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -10792082.000000 Penalty: 5619.065918
	Iteration 1F: 3 clusters Score -1.079208e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -10793142.000000 Penalty: 5619.065918
	Iteration 2Q: 3 clusters Score -1.079314e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -10794484.000000 Penalty: 5619.065918
	Iteration 3Q: 3 clusters Score -1.079448e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -10796027.000000 Penalty: 5619.065918
	Iteration 4Q: 3 clusters Score -1.079603e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -10797776.000000 Penalty: 5619.065918
	Iteration 5F: 3 clusters Score -1.079778e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -10799697.000000 Penalty: 5619.065918
	Iteration 6F: 3 clusters Score -1.07997e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -10801842.000000 Penalty: 5619.065918
	Iteration 7F: 3 clusters Score -1.080184e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10804025.000000 Penalty: 5619.065918
	Iteration 8F: 3 clusters Score -1.080402e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -10806322.000000 Penalty: 5619.065918
	Iteration 9F: 3 clusters Score -1.080632e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -10808854.000000 Penalty: 5619.065918
	Iteration 10F: 3 clusters Score -1.080885e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -10811474.000000 Penalty: 5619.065918
	Iteration 11Q: 3 clusters Score -1.081147e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -10814229.000000 Penalty: 5619.065918
	Iteration 12Q: 3 clusters Score -1.081423e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -10816936.000000 Penalty: 5619.065918
	Iteration 13Q: 3 clusters Score -1.081694e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -10819348.000000 Penalty: 5619.065918
	Iteration 14Q: 3 clusters Score -1.081935e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10821080.000000 Penalty: 5619.065918
	Iteration 15Q: 3 clusters Score -1.082108e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10822103.000000 Penalty: 5619.065918
	Iteration 16Q: 3 clusters Score -1.08221e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10822573.000000 Penalty: 5619.065918
	Iteration 17Q: 3 clusters Score -1.082257e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10822852.000000 Penalty: 5619.065918
	Iteration 18Q: 3 clusters Score -1.082285e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10823079.000000 Penalty: 5619.065918
	Iteration 19Q: 3 clusters Score -1.082308e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10823226.000000 Penalty: 5619.065918
	Iteration 20F: 3 clusters Score -1.082323e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10823292.000000 Penalty: 5619.065918
	Iteration 21Q: 3 clusters Score -1.082329e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10823352.000000 Penalty: 5619.065918
	Iteration 22Q: 3 clusters Score -1.082335e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10823412.000000 Penalty: 5619.065918
	Iteration 23Q: 3 clusters Score -1.082341e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10823432.000000 Penalty: 5619.065918
	Iteration 24Q: 3 clusters Score -1.082343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10823438.000000 Penalty: 5619.065918
	Iteration 25Q: 3 clusters Score -1.082344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10823470.000000 Penalty: 5619.065918
	Iteration 26Q: 3 clusters Score -1.082347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10823463.000000 Penalty: 5619.065918
	Iteration 27Q: 3 clusters Score -1.082346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10823469.000000 Penalty: 5619.065918
	Iteration 28Q: 3 clusters Score -1.082347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10823497.000000 Penalty: 5619.065918
	Iteration 29Q: 3 clusters Score -1.08235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10823494.000000 Penalty: 5619.065918
	Iteration 30Q: 3 clusters Score -1.082349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10823536.000000 Penalty: 5619.065918
	Iteration 31Q: 3 clusters Score -1.082354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10823552.000000 Penalty: 5619.065918
	Iteration 32Q: 3 clusters Score -1.082355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10823571.000000 Penalty: 5619.065918
	Iteration 33Q: 3 clusters Score -1.082357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10823572.000000 Penalty: 5619.065918
	Iteration 34Q: 3 clusters Score -1.082357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10823575.000000 Penalty: 5619.065918
	Iteration 35Q: 3 clusters Score -1.082358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10823568.000000 Penalty: 5619.065918
	Iteration 36Q: 3 clusters Score -1.082357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10823564.000000 Penalty: 5619.065918
	Iteration 37Q: 3 clusters Score -1.082356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10823571.000000 Penalty: 5619.065918
	Iteration 38Q: 3 clusters Score -1.082357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10823563.000000 Penalty: 5619.065918
	Iteration 39Q: 3 clusters Score -1.082356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10823576.000000 Penalty: 5619.065918
	Iteration 40F: 3 clusters Score -1.082358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10823577.000000 Penalty: 5619.065918
	Iteration 41Q: 3 clusters Score -1.082358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10823576.000000 Penalty: 5619.065918
	Iteration 42Q: 3 clusters Score -1.082358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10823575.000000 Penalty: 5619.065918
	Iteration 43Q: 3 clusters Score -1.082358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10823573.000000 Penalty: 5619.065918
	Iteration 44Q: 3 clusters Score -1.082357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10823573.000000 Penalty: 5619.065918
	Iteration 45F: 3 clusters Score -1.082357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Entering Unmasked Estep 
Score: -1918129.500000 Penalty: 2384.785889
	Iteration 0F: 2 clusters Score -1918130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1907323.750000 Penalty: 4769.571777
	Iteration 0F: 3 clusters Score -1907324 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1910832.125000 Penalty: 4769.571777
	Iteration 1F: 3 clusters Score -1910832 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1911226.250000 Penalty: 4769.571777
	Iteration 2F: 3 clusters Score -1911226 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1911584.875000 Penalty: 4769.571777
	Iteration 3F: 3 clusters Score -1911585 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1911921.000000 Penalty: 4769.571777
	Iteration 4Q: 3 clusters Score -1911921 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1912230.750000 Penalty: 4769.571777
	Iteration 5Q: 3 clusters Score -1912231 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1912556.375000 Penalty: 4769.571777
	Iteration 6Q: 3 clusters Score -1912556 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1912895.250000 Penalty: 4769.571777
	Iteration 7Q: 3 clusters Score -1912895 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1913232.500000 Penalty: 4769.571777
	Iteration 8Q: 3 clusters Score -1913232 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1913596.750000 Penalty: 4769.571777
	Iteration 9Q: 3 clusters Score -1913597 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1913982.500000 Penalty: 4769.571777
	Iteration 10Q: 3 clusters Score -1913982 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1914407.000000 Penalty: 4769.571777
	Iteration 11Q: 3 clusters Score -1914407 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1914805.625000 Penalty: 4769.571777
	Iteration 12Q: 3 clusters Score -1914806 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1915093.625000 Penalty: 4769.571777
	Iteration 13Q: 3 clusters Score -1915094 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1915287.375000 Penalty: 4769.571777
	Iteration 14Q: 3 clusters Score -1915287 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1915438.875000 Penalty: 4769.571777
	Iteration 15Q: 3 clusters Score -1915439 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1915542.875000 Penalty: 4769.571777
	Iteration 16Q: 3 clusters Score -1915543 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1915616.000000 Penalty: 4769.571777
	Iteration 17Q: 3 clusters Score -1915616 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1915665.625000 Penalty: 4769.571777
	Iteration 18Q: 3 clusters Score -1915666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1915701.000000 Penalty: 4769.571777
	Iteration 19Q: 3 clusters Score -1915701 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1915732.250000 Penalty: 4769.571777
	Iteration 20F: 3 clusters Score -1915732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1915759.250000 Penalty: 4769.571777
	Iteration 21Q: 3 clusters Score -1915759 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1915779.500000 Penalty: 4769.571777
	Iteration 22Q: 3 clusters Score -1915780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1915797.875000 Penalty: 4769.571777
	Iteration 23Q: 3 clusters Score -1915798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1915816.875000 Penalty: 4769.571777
	Iteration 24Q: 3 clusters Score -1915817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1915839.250000 Penalty: 4769.571777
	Iteration 25Q: 3 clusters Score -1915839 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1915866.500000 Penalty: 4769.571777
	Iteration 26Q: 3 clusters Score -1915866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1915897.875000 Penalty: 4769.571777
	Iteration 27Q: 3 clusters Score -1915898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1915919.625000 Penalty: 4769.571777
	Iteration 28Q: 3 clusters Score -1915920 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1915947.250000 Penalty: 4769.571777
	Iteration 29Q: 3 clusters Score -1915947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1915964.125000 Penalty: 4769.571777
	Iteration 30Q: 3 clusters Score -1915964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1915974.750000 Penalty: 4769.571777
	Iteration 31Q: 3 clusters Score -1915975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1915993.000000 Penalty: 4769.571777
	Iteration 32Q: 3 clusters Score -1915993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1916013.000000 Penalty: 4769.571777
	Iteration 33Q: 3 clusters Score -1916013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1916038.625000 Penalty: 4769.571777
	Iteration 34Q: 3 clusters Score -1916039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1916064.625000 Penalty: 4769.571777
	Iteration 35Q: 3 clusters Score -1916065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1916094.125000 Penalty: 4769.571777
	Iteration 36Q: 3 clusters Score -1916094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1916127.625000 Penalty: 4769.571777
	Iteration 37Q: 3 clusters Score -1916128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1916175.000000 Penalty: 4769.571777
	Iteration 38Q: 3 clusters Score -1916175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1916218.625000 Penalty: 4769.571777
	Iteration 39Q: 3 clusters Score -1916219 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1916256.250000 Penalty: 4769.571777
	Iteration 40F: 3 clusters Score -1916256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1916300.500000 Penalty: 4769.571777
	Iteration 41Q: 3 clusters Score -1916300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1916348.250000 Penalty: 4769.571777
	Iteration 42Q: 3 clusters Score -1916348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1916414.625000 Penalty: 4769.571777
	Iteration 43Q: 3 clusters Score -1916415 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1916495.875000 Penalty: 4769.571777
	Iteration 44Q: 3 clusters Score -1916496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1916562.875000 Penalty: 4769.571777
	Iteration 45Q: 3 clusters Score -1916563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1916635.250000 Penalty: 4769.571777
	Iteration 46Q: 3 clusters Score -1916635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1916700.875000 Penalty: 4769.571777
	Iteration 47Q: 3 clusters Score -1916701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1916749.500000 Penalty: 4769.571777
	Iteration 48Q: 3 clusters Score -1916750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1916791.500000 Penalty: 4769.571777
	Iteration 49Q: 3 clusters Score -1916792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1916824.500000 Penalty: 4769.571777
	Iteration 50Q: 3 clusters Score -1916824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1916847.250000 Penalty: 4769.571777
	Iteration 51Q: 3 clusters Score -1916847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1916860.750000 Penalty: 4769.571777
	Iteration 52Q: 3 clusters Score -1916861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1916872.625000 Penalty: 4769.571777
	Iteration 53Q: 3 clusters Score -1916873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1916877.375000 Penalty: 4769.571777
	Iteration 54Q: 3 clusters Score -1916877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1916877.750000 Penalty: 4769.571777
	Iteration 55Q: 3 clusters Score -1916878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1916884.125000 Penalty: 4769.571777
	Iteration 56Q: 3 clusters Score -1916884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1916884.875000 Penalty: 4769.571777
	Iteration 57Q: 3 clusters Score -1916885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1916888.125000 Penalty: 4769.571777
	Iteration 58Q: 3 clusters Score -1916888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1916889.000000 Penalty: 4769.571777
	Iteration 59Q: 3 clusters Score -1916889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1916892.125000 Penalty: 4769.571777
	Iteration 60F: 3 clusters Score -1916892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1916892.000000 Penalty: 4769.571777
	Iteration 61Q: 3 clusters Score -1916892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1916889.375000 Penalty: 4769.571777
	Iteration 62Q: 3 clusters Score -1916889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1916890.000000 Penalty: 4769.571777
	Iteration 63Q: 3 clusters Score -1916890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1916890.000000 Penalty: 4769.571777
	Iteration 64F: 3 clusters Score -1916890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Entering Unmasked Estep 
Score: -5056118.500000 Penalty: 2638.810547
	Iteration 0F: 2 clusters Score -5056118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5027613.500000 Penalty: 5277.621094
	Iteration 0F: 3 clusters Score -5027614 nChanged 19314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5038600.000000 Penalty: 5277.621094
	Iteration 1F: 3 clusters Score -5038600 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5039380.500000 Penalty: 5277.621094
	Iteration 2Q: 3 clusters Score -5039380 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -5040374.500000 Penalty: 5277.621094
	Iteration 3F: 3 clusters Score -5040374 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5041514.000000 Penalty: 5277.621094
	Iteration 4F: 3 clusters Score -5041514 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -5042746.000000 Penalty: 5277.621094
	Iteration 5F: 3 clusters Score -5042746 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5044008.000000 Penalty: 5277.621094
	Iteration 6F: 3 clusters Score -5044008 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5045199.000000 Penalty: 5277.621094
	Iteration 7F: 3 clusters Score -5045199 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -5046360.500000 Penalty: 5277.621094
	Iteration 8F: 3 clusters Score -5046360 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5047467.000000 Penalty: 5277.621094
	Iteration 9Q: 3 clusters Score -5047467 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -5048656.000000 Penalty: 5277.621094
	Iteration 10Q: 3 clusters Score -5048656 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -5049695.000000 Penalty: 5277.621094
	Iteration 11Q: 3 clusters Score -5049695 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -5050688.000000 Penalty: 5277.621094
	Iteration 12Q: 3 clusters Score -5050688 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5051602.000000 Penalty: 5277.621094
	Iteration 13Q: 3 clusters Score -5051602 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5052379.000000 Penalty: 5277.621094
	Iteration 14Q: 3 clusters Score -5052379 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5053004.500000 Penalty: 5277.621094
	Iteration 15Q: 3 clusters Score -5053004 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5053432.500000 Penalty: 5277.621094
	Iteration 16Q: 3 clusters Score -5053432 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5053692.500000 Penalty: 5277.621094
	Iteration 17Q: 3 clusters Score -5053692 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5053887.000000 Penalty: 5277.621094
	Iteration 18Q: 3 clusters Score -5053887 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5054013.500000 Penalty: 5277.621094
	Iteration 19Q: 3 clusters Score -5054014 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5054103.000000 Penalty: 5277.621094
	Iteration 20F: 3 clusters Score -5054103 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5054164.500000 Penalty: 5277.621094
	Iteration 21Q: 3 clusters Score -5054164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5054225.000000 Penalty: 5277.621094
	Iteration 22Q: 3 clusters Score -5054225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5054270.500000 Penalty: 5277.621094
	Iteration 23Q: 3 clusters Score -5054270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5054304.500000 Penalty: 5277.621094
	Iteration 24Q: 3 clusters Score -5054304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5054333.000000 Penalty: 5277.621094
	Iteration 25Q: 3 clusters Score -5054333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5054372.500000 Penalty: 5277.621094
	Iteration 26Q: 3 clusters Score -5054372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5054391.500000 Penalty: 5277.621094
	Iteration 27Q: 3 clusters Score -5054392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5054418.500000 Penalty: 5277.621094
	Iteration 28Q: 3 clusters Score -5054418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5054437.000000 Penalty: 5277.621094
	Iteration 29Q: 3 clusters Score -5054437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5054467.000000 Penalty: 5277.621094
	Iteration 30Q: 3 clusters Score -5054467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5054479.500000 Penalty: 5277.621094
	Iteration 31Q: 3 clusters Score -5054480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5054510.500000 Penalty: 5277.621094
	Iteration 32Q: 3 clusters Score -5054510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5054560.500000 Penalty: 5277.621094
	Iteration 33Q: 3 clusters Score -5054560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5054593.000000 Penalty: 5277.621094
	Iteration 34Q: 3 clusters Score -5054593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5054614.000000 Penalty: 5277.621094
	Iteration 35Q: 3 clusters Score -5054614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5054632.500000 Penalty: 5277.621094
	Iteration 36Q: 3 clusters Score -5054632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5054653.500000 Penalty: 5277.621094
	Iteration 37Q: 3 clusters Score -5054654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5054673.500000 Penalty: 5277.621094
	Iteration 38Q: 3 clusters Score -5054674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5054680.000000 Penalty: 5277.621094
	Iteration 39Q: 3 clusters Score -5054680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5054698.000000 Penalty: 5277.621094
	Iteration 40F: 3 clusters Score -5054698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5054703.500000 Penalty: 5277.621094
	Iteration 41Q: 3 clusters Score -5054704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5054708.000000 Penalty: 5277.621094
	Iteration 42Q: 3 clusters Score -5054708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5054709.000000 Penalty: 5277.621094
	Iteration 43Q: 3 clusters Score -5054709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5054708.500000 Penalty: 5277.621094
	Iteration 44Q: 3 clusters Score -5054708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5054708.000000 Penalty: 5277.621094
	Iteration 45Q: 3 clusters Score -5054708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5054711.000000 Penalty: 5277.621094
	Iteration 46Q: 3 clusters Score -5054711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5054707.000000 Penalty: 5277.621094
	Iteration 47Q: 3 clusters Score -5054707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5054705.500000 Penalty: 5277.621094
	Iteration 48Q: 3 clusters Score -5054706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5054712.500000 Penalty: 5277.621094
	Iteration 49Q: 3 clusters Score -5054712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5054711.000000 Penalty: 5277.621094
	Iteration 50Q: 3 clusters Score -5054711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5054713.000000 Penalty: 5277.621094
	Iteration 51Q: 3 clusters Score -5054713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5054720.000000 Penalty: 5277.621094
	Iteration 52Q: 3 clusters Score -5054720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5054722.000000 Penalty: 5277.621094
	Iteration 53Q: 3 clusters Score -5054722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5054731.000000 Penalty: 5277.621094
	Iteration 54Q: 3 clusters Score -5054731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5054722.000000 Penalty: 5277.621094
	Iteration 55Q: 3 clusters Score -5054722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5054726.000000 Penalty: 5277.621094
	Iteration 56Q: 3 clusters Score -5054726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5054722.000000 Penalty: 5277.621094
	Iteration 57Q: 3 clusters Score -5054722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5054723.000000 Penalty: 5277.621094
	Iteration 58Q: 3 clusters Score -5054723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5054724.000000 Penalty: 5277.621094
	Iteration 59Q: 3 clusters Score -5054724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5054726.000000 Penalty: 5277.621094
	Iteration 60F: 3 clusters Score -5054726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5054731.500000 Penalty: 5277.621094
	Iteration 61Q: 3 clusters Score -5054732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5054730.000000 Penalty: 5277.621094
	Iteration 62Q: 3 clusters Score -5054730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5054731.000000 Penalty: 5277.621094
	Iteration 63Q: 3 clusters Score -5054731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5054737.500000 Penalty: 5277.621094
	Iteration 64Q: 3 clusters Score -5054738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5054733.500000 Penalty: 5277.621094
	Iteration 65Q: 3 clusters Score -5054734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5054734.500000 Penalty: 5277.621094
	Iteration 66Q: 3 clusters Score -5054734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5054740.500000 Penalty: 5277.621094
	Iteration 67Q: 3 clusters Score -5054740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5054742.000000 Penalty: 5277.621094
	Iteration 68Q: 3 clusters Score -5054742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5054743.000000 Penalty: 5277.621094
	Iteration 69Q: 3 clusters Score -5054743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5054744.000000 Penalty: 5277.621094
	Iteration 70Q: 3 clusters Score -5054744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5054744.000000 Penalty: 5277.621094
	Iteration 71Q: 3 clusters Score -5054744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5054750.000000 Penalty: 5277.621094
	Iteration 72Q: 3 clusters Score -5054750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5054748.000000 Penalty: 5277.621094
	Iteration 73Q: 3 clusters Score -5054748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5054747.000000 Penalty: 5277.621094
	Iteration 74Q: 3 clusters Score -5054747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5054748.000000 Penalty: 5277.621094
	Iteration 75Q: 3 clusters Score -5054748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5054754.000000 Penalty: 5277.621094
	Iteration 76Q: 3 clusters Score -5054754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5054754.000000 Penalty: 5277.621094
	Iteration 77F: 3 clusters Score -5054754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -1009993.500000 Penalty: 2224.257080
	Iteration 0F: 2 clusters Score -1009994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1003600.625000 Penalty: 4448.514160
	Iteration 0F: 3 clusters Score -1003601 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1005391.562500 Penalty: 4448.514160
	Iteration 1F: 3 clusters Score -1005392 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1005757.875000 Penalty: 4448.514160
	Iteration 2F: 3 clusters Score -1005758 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1006049.500000 Penalty: 4448.514160
	Iteration 3F: 3 clusters Score -1006050 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1006294.062500 Penalty: 4448.514160
	Iteration 4F: 3 clusters Score -1006294 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1006536.750000 Penalty: 4448.514160
	Iteration 5Q: 3 clusters Score -1006537 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1006772.875000 Penalty: 4448.514160
	Iteration 6Q: 3 clusters Score -1006773 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1007011.750000 Penalty: 4448.514160
	Iteration 7Q: 3 clusters Score -1007012 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1007259.687500 Penalty: 4448.514160
	Iteration 8Q: 3 clusters Score -1007260 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1007495.500000 Penalty: 4448.514160
	Iteration 9Q: 3 clusters Score -1007496 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1007692.562500 Penalty: 4448.514160
	Iteration 10Q: 3 clusters Score -1007693 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1007853.625000 Penalty: 4448.514160
	Iteration 11Q: 3 clusters Score -1007854 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1007974.875000 Penalty: 4448.514160
	Iteration 12Q: 3 clusters Score -1007975 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1008064.187500 Penalty: 4448.514160
	Iteration 13Q: 3 clusters Score -1008064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1008117.562500 Penalty: 4448.514160
	Iteration 14Q: 3 clusters Score -1008118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1008148.125000 Penalty: 4448.514160
	Iteration 15Q: 3 clusters Score -1008148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1008164.937500 Penalty: 4448.514160
	Iteration 16Q: 3 clusters Score -1008165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1008171.875000 Penalty: 4448.514160
	Iteration 17Q: 3 clusters Score -1008172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1008178.812500 Penalty: 4448.514160
	Iteration 18Q: 3 clusters Score -1008179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1008186.875000 Penalty: 4448.514160
	Iteration 19Q: 3 clusters Score -1008187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1008194.500000 Penalty: 4448.514160
	Iteration 20F: 3 clusters Score -1008194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1008200.062500 Penalty: 4448.514160
	Iteration 21Q: 3 clusters Score -1008200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1008204.000000 Penalty: 4448.514160
	Iteration 22Q: 3 clusters Score -1008204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1008206.187500 Penalty: 4448.514160
	Iteration 23Q: 3 clusters Score -1008206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1008207.750000 Penalty: 4448.514160
	Iteration 24Q: 3 clusters Score -1008208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1008208.312500 Penalty: 4448.514160
	Iteration 25Q: 3 clusters Score -1008208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1008211.250000 Penalty: 4448.514160
	Iteration 26Q: 3 clusters Score -1008211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1008212.937500 Penalty: 4448.514160
	Iteration 27Q: 3 clusters Score -1008213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1008218.000000 Penalty: 4448.514160
	Iteration 28Q: 3 clusters Score -1008218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1008220.687500 Penalty: 4448.514160
	Iteration 29Q: 3 clusters Score -1008221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1008223.812500 Penalty: 4448.514160
	Iteration 30Q: 3 clusters Score -1008224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1008224.125000 Penalty: 4448.514160
	Iteration 31Q: 3 clusters Score -1008224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1008224.437500 Penalty: 4448.514160
	Iteration 32Q: 3 clusters Score -1008224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1008223.750000 Penalty: 4448.514160
	Iteration 33Q: 3 clusters Score -1008224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1008223.500000 Penalty: 4448.514160
	Iteration 34Q: 3 clusters Score -1008224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1008224.187500 Penalty: 4448.514160
	Iteration 35Q: 3 clusters Score -1008224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1008224.187500 Penalty: 4448.514160
	Iteration 36F: 3 clusters Score -1008224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Entering Unmasked Estep 
Score: -2183190.000000 Penalty: 2430.224609
	Iteration 0F: 2 clusters Score -2183190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2170389.750000 Penalty: 4860.449219
	Iteration 0F: 3 clusters Score -2170390 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2174981.500000 Penalty: 4860.449219
	Iteration 1F: 3 clusters Score -2174982 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2175849.000000 Penalty: 4860.449219
	Iteration 2F: 3 clusters Score -2175849 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2176846.500000 Penalty: 4860.449219
	Iteration 3F: 3 clusters Score -2176846 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2177910.000000 Penalty: 4860.449219
	Iteration 4F: 3 clusters Score -2177910 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2178845.250000 Penalty: 4860.449219
	Iteration 5F: 3 clusters Score -2178845 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2179547.250000 Penalty: 4860.449219
	Iteration 6F: 3 clusters Score -2179547 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2180118.500000 Penalty: 4860.449219
	Iteration 7Q: 3 clusters Score -2180118 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2180566.250000 Penalty: 4860.449219
	Iteration 8Q: 3 clusters Score -2180566 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2180927.500000 Penalty: 4860.449219
	Iteration 9Q: 3 clusters Score -2180928 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2181214.000000 Penalty: 4860.449219
	Iteration 10Q: 3 clusters Score -2181214 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2181437.250000 Penalty: 4860.449219
	Iteration 11Q: 3 clusters Score -2181437 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2181612.000000 Penalty: 4860.449219
	Iteration 12Q: 3 clusters Score -2181612 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2181746.500000 Penalty: 4860.449219
	Iteration 13Q: 3 clusters Score -2181746 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2181866.000000 Penalty: 4860.449219
	Iteration 14Q: 3 clusters Score -2181866 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2181953.500000 Penalty: 4860.449219
	Iteration 15Q: 3 clusters Score -2181954 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2182032.000000 Penalty: 4860.449219
	Iteration 16Q: 3 clusters Score -2182032 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2182111.250000 Penalty: 4860.449219
	Iteration 17Q: 3 clusters Score -2182111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2182173.250000 Penalty: 4860.449219
	Iteration 18Q: 3 clusters Score -2182173 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2182224.750000 Penalty: 4860.449219
	Iteration 19Q: 3 clusters Score -2182225 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2182285.500000 Penalty: 4860.449219
	Iteration 20F: 3 clusters Score -2182286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2182335.000000 Penalty: 4860.449219
	Iteration 21Q: 3 clusters Score -2182335 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2182373.500000 Penalty: 4860.449219
	Iteration 22Q: 3 clusters Score -2182374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2182422.500000 Penalty: 4860.449219
	Iteration 23Q: 3 clusters Score -2182422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2182477.000000 Penalty: 4860.449219
	Iteration 24Q: 3 clusters Score -2182477 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2182516.500000 Penalty: 4860.449219
	Iteration 25Q: 3 clusters Score -2182516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2182566.000000 Penalty: 4860.449219
	Iteration 26Q: 3 clusters Score -2182566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2182596.500000 Penalty: 4860.449219
	Iteration 27Q: 3 clusters Score -2182596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2182627.250000 Penalty: 4860.449219
	Iteration 28Q: 3 clusters Score -2182627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2182651.000000 Penalty: 4860.449219
	Iteration 29Q: 3 clusters Score -2182651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2182675.750000 Penalty: 4860.449219
	Iteration 30Q: 3 clusters Score -2182676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2182693.750000 Penalty: 4860.449219
	Iteration 31Q: 3 clusters Score -2182694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2182704.750000 Penalty: 4860.449219
	Iteration 32Q: 3 clusters Score -2182705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2182720.500000 Penalty: 4860.449219
	Iteration 33Q: 3 clusters Score -2182720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2182735.500000 Penalty: 4860.449219
	Iteration 34Q: 3 clusters Score -2182736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2182747.000000 Penalty: 4860.449219
	Iteration 35Q: 3 clusters Score -2182747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2182757.500000 Penalty: 4860.449219
	Iteration 36Q: 3 clusters Score -2182758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2182758.750000 Penalty: 4860.449219
	Iteration 37Q: 3 clusters Score -2182759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2182770.000000 Penalty: 4860.449219
	Iteration 38Q: 3 clusters Score -2182770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2182780.250000 Penalty: 4860.449219
	Iteration 39Q: 3 clusters Score -2182780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2182786.000000 Penalty: 4860.449219
	Iteration 40F: 3 clusters Score -2182786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2182797.500000 Penalty: 4860.449219
	Iteration 41Q: 3 clusters Score -2182798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2182810.500000 Penalty: 4860.449219
	Iteration 42Q: 3 clusters Score -2182810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2182817.000000 Penalty: 4860.449219
	Iteration 43Q: 3 clusters Score -2182817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2182818.250000 Penalty: 4860.449219
	Iteration 44Q: 3 clusters Score -2182818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2182830.500000 Penalty: 4860.449219
	Iteration 45Q: 3 clusters Score -2182830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2182833.500000 Penalty: 4860.449219
	Iteration 46Q: 3 clusters Score -2182834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2182831.000000 Penalty: 4860.449219
	Iteration 47Q: 3 clusters Score -2182831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2182841.750000 Penalty: 4860.449219
	Iteration 48Q: 3 clusters Score -2182842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2182838.750000 Penalty: 4860.449219
	Iteration 49Q: 3 clusters Score -2182839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2182846.500000 Penalty: 4860.449219
	Iteration 50Q: 3 clusters Score -2182846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2182848.750000 Penalty: 4860.449219
	Iteration 51Q: 3 clusters Score -2182849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2182850.750000 Penalty: 4860.449219
	Iteration 52Q: 3 clusters Score -2182851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2182848.750000 Penalty: 4860.449219
	Iteration 53Q: 3 clusters Score -2182849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2182851.750000 Penalty: 4860.449219
	Iteration 54Q: 3 clusters Score -2182852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2182856.250000 Penalty: 4860.449219
	Iteration 55Q: 3 clusters Score -2182856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2182858.500000 Penalty: 4860.449219
	Iteration 56Q: 3 clusters Score -2182858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2182858.500000 Penalty: 4860.449219
	Iteration 57Q: 3 clusters Score -2182858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2182857.500000 Penalty: 4860.449219
	Iteration 58Q: 3 clusters Score -2182858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2182857.750000 Penalty: 4860.449219
	Iteration 59Q: 3 clusters Score -2182858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2182865.500000 Penalty: 4860.449219
	Iteration 60F: 3 clusters Score -2182866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2182865.750000 Penalty: 4860.449219
	Iteration 61Q: 3 clusters Score -2182866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2182865.000000 Penalty: 4860.449219
	Iteration 62Q: 3 clusters Score -2182865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2182867.500000 Penalty: 4860.449219
	Iteration 63Q: 3 clusters Score -2182868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2182863.000000 Penalty: 4860.449219
	Iteration 64Q: 3 clusters Score -2182863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2182867.500000 Penalty: 4860.449219
	Iteration 65Q: 3 clusters Score -2182868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2182870.750000 Penalty: 4860.449219
	Iteration 66Q: 3 clusters Score -2182871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2182871.750000 Penalty: 4860.449219
	Iteration 67Q: 3 clusters Score -2182872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2182873.000000 Penalty: 4860.449219
	Iteration 68Q: 3 clusters Score -2182873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2182870.000000 Penalty: 4860.449219
	Iteration 69Q: 3 clusters Score -2182870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2182872.500000 Penalty: 4860.449219
	Iteration 70Q: 3 clusters Score -2182872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2182872.000000 Penalty: 4860.449219
	Iteration 71Q: 3 clusters Score -2182872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2182876.500000 Penalty: 4860.449219
	Iteration 72Q: 3 clusters Score -2182876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2182878.250000 Penalty: 4860.449219
	Iteration 73Q: 3 clusters Score -2182878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2182874.750000 Penalty: 4860.449219
	Iteration 74Q: 3 clusters Score -2182875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2182873.000000 Penalty: 4860.449219
	Iteration 75Q: 3 clusters Score -2182873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2182877.000000 Penalty: 4860.449219
	Iteration 76Q: 3 clusters Score -2182877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2182880.250000 Penalty: 4860.449219
	Iteration 77Q: 3 clusters Score -2182880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2182886.000000 Penalty: 4860.449219
	Iteration 78Q: 3 clusters Score -2182886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2182884.250000 Penalty: 4860.449219
	Iteration 79Q: 3 clusters Score -2182884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2182883.500000 Penalty: 4860.449219
	Iteration 80F: 3 clusters Score -2182884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2182882.250000 Penalty: 4860.449219
	Iteration 81Q: 3 clusters Score -2182882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2182887.250000 Penalty: 4860.449219
	Iteration 82Q: 3 clusters Score -2182887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2182886.750000 Penalty: 4860.449219
	Iteration 83Q: 3 clusters Score -2182887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2182884.750000 Penalty: 4860.449219
	Iteration 84Q: 3 clusters Score -2182885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2182892.750000 Penalty: 4860.449219
	Iteration 85Q: 3 clusters Score -2182893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2182893.250000 Penalty: 4860.449219
	Iteration 86Q: 3 clusters Score -2182893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2182895.750000 Penalty: 4860.449219
	Iteration 87Q: 3 clusters Score -2182896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2182893.250000 Penalty: 4860.449219
	Iteration 88Q: 3 clusters Score -2182893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2182895.750000 Penalty: 4860.449219
	Iteration 89Q: 3 clusters Score -2182896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2182903.750000 Penalty: 4860.449219
	Iteration 90Q: 3 clusters Score -2182904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2182902.250000 Penalty: 4860.449219
	Iteration 91Q: 3 clusters Score -2182902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2182901.000000 Penalty: 4860.449219
	Iteration 92Q: 3 clusters Score -2182901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2182903.750000 Penalty: 4860.449219
	Iteration 93Q: 3 clusters Score -2182904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2182900.000000 Penalty: 4860.449219
	Iteration 94Q: 3 clusters Score -2182900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2182899.000000 Penalty: 4860.449219
	Iteration 95Q: 3 clusters Score -2182899 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2182900.750000 Penalty: 4860.449219
	Iteration 96Q: 3 clusters Score -2182901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2182909.000000 Penalty: 4860.449219
	Iteration 97Q: 3 clusters Score -2182909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2182905.250000 Penalty: 4860.449219
	Iteration 98Q: 3 clusters Score -2182905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2182909.000000 Penalty: 4860.449219
	Iteration 99Q: 3 clusters Score -2182909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2182916.250000 Penalty: 4860.449219
	Iteration 100F: 3 clusters Score -2182916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2182915.500000 Penalty: 4860.449219
	Iteration 101Q: 3 clusters Score -2182916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2182916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2182915.750000 Penalty: 4860.449219
	Iteration 103Q: 3 clusters Score -2182916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2182916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2182919.500000 Penalty: 4860.449219
	Iteration 105Q: 3 clusters Score -2182920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2182913.000000 Penalty: 4860.449219
	Iteration 106Q: 3 clusters Score -2182913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2182913.750000 Penalty: 4860.449219
	Iteration 107Q: 3 clusters Score -2182914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2182912.500000 Penalty: 4860.449219
	Iteration 108Q: 3 clusters Score -2182912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2182912.750000 Penalty: 4860.449219
	Iteration 109Q: 3 clusters Score -2182913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2182914.250000 Penalty: 4860.449219
	Iteration 110Q: 3 clusters Score -2182914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2182911.500000 Penalty: 4860.449219
	Iteration 111Q: 3 clusters Score -2182912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2182912.500000 Penalty: 4860.449219
	Iteration 112Q: 3 clusters Score -2182912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2182910.750000 Penalty: 4860.449219
	Iteration 113Q: 3 clusters Score -2182911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2182913.000000 Penalty: 4860.449219
	Iteration 114Q: 3 clusters Score -2182913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2182915.500000 Penalty: 4860.449219
	Iteration 115Q: 3 clusters Score -2182916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2182914.000000 Penalty: 4860.449219
	Iteration 116Q: 3 clusters Score -2182914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2182914.500000 Penalty: 4860.449219
	Iteration 117Q: 3 clusters Score -2182914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2182919.000000 Penalty: 4860.449219
	Iteration 118Q: 3 clusters Score -2182919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2182918.500000 Penalty: 4860.449219
	Iteration 119Q: 3 clusters Score -2182918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2182918.500000 Penalty: 4860.449219
	Iteration 120F: 3 clusters Score -2182918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 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 2634 members 
Entering Unmasked Estep 
Score: -664224.312500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664224.3 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -665372.875000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665372.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -665616.625000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665616.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -665760.687500 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -665760.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -665867.750000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665867.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -665971.125000 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -665971.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -666058.000000 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -666145.062500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666145.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -666233.000000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666233 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -666322.125000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -666322.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -666430.187500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -666430.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -666537.437500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -666537.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -666639.687500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -666639.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -666745.187500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -666745.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -666829.750000 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -666829.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -666900.812500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -666900.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -666961.250000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -666961.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -667023.437500 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -667023.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -667068.125000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -667068.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -667118.500000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -667118.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -667177.375000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -667177.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -667238.125000 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -667238.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -667294.562500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -667294.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -667362.750000 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -667362.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -667417.500000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -667417.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -667482.437500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -667482.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -667568.375000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -667568.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -667669.875000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -667669.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -667796.187500 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -667796.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -667939.125000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -667939.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -668091.437500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -668091.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -668200.812500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -668200.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -668269.250000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -668269.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -668296.625000 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -668296.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -668313.625000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -668313.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -668324.250000 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -668324.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -668333.875000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -668333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -668344.687500 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -668344.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -668355.125000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -668355.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -668370.437500 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -668370.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -668379.062500 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -668379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -668384.187500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -668384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -668389.000000 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -668389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -668390.625000 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -668390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -668394.937500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -668394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -668395.937500 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -668395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -668397.375000 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -668397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -668398.250000 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -668398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -668398.250000 Penalty: 4250.236816
	Iteration 48F: 3 clusters Score -668398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161467.031250 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159286.062500 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159286.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159717.953125 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -159718 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -160085.500000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -160085.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160346.765625 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160346.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -160475.578125 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160475.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160578.796875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -160578.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160664.421875 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -160664.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -160752.843750 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -160752.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160822.296875 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -160822.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160862.625000 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -160862.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160902.187500 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -160902.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -160941.968750 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -160942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161011.234375 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -161011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -161063.796875 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -161063.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161079.515625 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -161079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161084.953125 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -161085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -161088.015625 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -161088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -161092.765625 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -161092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -161092.765625 Penalty: 3576.565918
	Iteration 18F: 3 clusters Score -161092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -3131230.000000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -3131230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3114418.750000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -3114419 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3120390.500000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -3120390 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3120970.500000 Penalty: 5006.472656
	Iteration 2F: 3 clusters Score -3120970 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3121604.000000 Penalty: 5006.472656
	Iteration 3F: 3 clusters Score -3121604 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3122299.500000 Penalty: 5006.472656
	Iteration 4F: 3 clusters Score -3122300 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3123060.500000 Penalty: 5006.472656
	Iteration 5F: 3 clusters Score -3123060 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3123715.000000 Penalty: 5006.472656
	Iteration 6F: 3 clusters Score -3123715 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3124330.750000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -3124331 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3124892.250000 Penalty: 5006.472656
	Iteration 8Q: 3 clusters Score -3124892 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3125373.750000 Penalty: 5006.472656
	Iteration 9Q: 3 clusters Score -3125374 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3125771.250000 Penalty: 5006.472656
	Iteration 10Q: 3 clusters Score -3125771 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3126164.000000 Penalty: 5006.472656
	Iteration 11Q: 3 clusters Score -3126164 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3126534.250000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -3126534 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3126926.250000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -3126926 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3127403.750000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -3127404 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3127975.750000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -3127976 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3128462.500000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -3128462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3128699.000000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -3128699 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3128842.750000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -3128843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3128898.500000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -3128898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3128952.250000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -3128952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3128988.750000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -3128989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3129010.000000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -3129010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3129021.500000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -3129022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3129033.000000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -3129033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3129041.500000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -3129042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3129045.000000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -3129045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3129045.500000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -3129046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3129049.500000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -3129050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3129054.750000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -3129055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3129061.500000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -3129062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3129068.500000 Penalty: 5006.472656
	Iteration 31Q: 3 clusters Score -3129068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3129068.250000 Penalty: 5006.472656
	Iteration 32Q: 3 clusters Score -3129068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3129069.500000 Penalty: 5006.472656
	Iteration 33Q: 3 clusters Score -3129070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3129070.000000 Penalty: 5006.472656
	Iteration 34Q: 3 clusters Score -3129070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3129070.000000 Penalty: 5006.472656
	Iteration 35F: 3 clusters Score -3129070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -550989.562500 Penalty: 2099.490967
	Iteration 0F: 2 clusters Score -550989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -546607.250000 Penalty: 4198.981934
	Iteration 0F: 3 clusters Score -546607.2 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -547920.000000 Penalty: 4198.981934
	Iteration 1F: 3 clusters Score -547920 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -548514.125000 Penalty: 4198.981934
	Iteration 2F: 3 clusters Score -548514.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -549004.375000 Penalty: 4198.981934
	Iteration 3F: 3 clusters Score -549004.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -549393.812500 Penalty: 4198.981934
	Iteration 4F: 3 clusters Score -549393.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -549646.375000 Penalty: 4198.981934
	Iteration 5F: 3 clusters Score -549646.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -549833.812500 Penalty: 4198.981934
	Iteration 6Q: 3 clusters Score -549833.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -549953.125000 Penalty: 4198.981934
	Iteration 7Q: 3 clusters Score -549953.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -550080.625000 Penalty: 4198.981934
	Iteration 8Q: 3 clusters Score -550080.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -550192.875000 Penalty: 4198.981934
	Iteration 9Q: 3 clusters Score -550192.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -550283.187500 Penalty: 4198.981934
	Iteration 10Q: 3 clusters Score -550283.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -550334.937500 Penalty: 4198.981934
	Iteration 11Q: 3 clusters Score -550334.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -550381.812500 Penalty: 4198.981934
	Iteration 12Q: 3 clusters Score -550381.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -550423.500000 Penalty: 4198.981934
	Iteration 13Q: 3 clusters Score -550423.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -550455.437500 Penalty: 4198.981934
	Iteration 14Q: 3 clusters Score -550455.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -550484.375000 Penalty: 4198.981934
	Iteration 15Q: 3 clusters Score -550484.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -550512.187500 Penalty: 4198.981934
	Iteration 16Q: 3 clusters Score -550512.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -550534.562500 Penalty: 4198.981934
	Iteration 17Q: 3 clusters Score -550534.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -550553.125000 Penalty: 4198.981934
	Iteration 18Q: 3 clusters Score -550553.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -550566.812500 Penalty: 4198.981934
	Iteration 19Q: 3 clusters Score -550566.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -550574.687500 Penalty: 4198.981934
	Iteration 20F: 3 clusters Score -550574.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -550582.125000 Penalty: 4198.981934
	Iteration 21Q: 3 clusters Score -550582.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -550589.500000 Penalty: 4198.981934
	Iteration 22Q: 3 clusters Score -550589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -550592.250000 Penalty: 4198.981934
	Iteration 23Q: 3 clusters Score -550592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -550595.562500 Penalty: 4198.981934
	Iteration 24Q: 3 clusters Score -550595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -550596.937500 Penalty: 4198.981934
	Iteration 25Q: 3 clusters Score -550596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -550598.312500 Penalty: 4198.981934
	Iteration 26Q: 3 clusters Score -550598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -550598.125000 Penalty: 4198.981934
	Iteration 27Q: 3 clusters Score -550598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -550598.125000 Penalty: 4198.981934
	Iteration 28F: 3 clusters Score -550598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117347 members 
Entering Unmasked Estep 
Score: -15328763.000000 Penalty: 2894.876953
	Iteration 0F: 2 clusters Score -1.532876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -15250495.000000 Penalty: 5789.753906
	Iteration 0F: 3 clusters Score -1.52505e+07 nChanged 55858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -15282973.000000 Penalty: 5789.753906
	Iteration 1F: 3 clusters Score -1.528297e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -15283812.000000 Penalty: 5789.753906
	Iteration 2Q: 3 clusters Score -1.528381e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -15285066.000000 Penalty: 5789.753906
	Iteration 3Q: 3 clusters Score -1.528507e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -15286913.000000 Penalty: 5789.753906
	Iteration 4Q: 3 clusters Score -1.528691e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -15289867.000000 Penalty: 5789.753906
	Iteration 5Q: 3 clusters Score -1.528987e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -15295106.000000 Penalty: 5789.753906
	Iteration 6F: 3 clusters Score -1.529511e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -15302769.000000 Penalty: 5789.753906
	Iteration 7F: 3 clusters Score -1.530277e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -15311990.000000 Penalty: 5789.753906
	Iteration 8F: 3 clusters Score -1.531199e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -15319729.000000 Penalty: 5789.753906
	Iteration 9F: 3 clusters Score -1.531973e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -15323881.000000 Penalty: 5789.753906
	Iteration 10Q: 3 clusters Score -1.532388e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15325551.000000 Penalty: 5789.753906
	Iteration 11Q: 3 clusters Score -1.532555e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15326048.000000 Penalty: 5789.753906
	Iteration 12Q: 3 clusters Score -1.532605e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116840 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15326252.000000 Penalty: 5789.753906
	Iteration 13Q: 3 clusters Score -1.532625e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15326329.000000 Penalty: 5789.753906
	Iteration 14Q: 3 clusters Score -1.532633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116924 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15326353.000000 Penalty: 5789.753906
	Iteration 15Q: 3 clusters Score -1.532635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15326382.000000 Penalty: 5789.753906
	Iteration 16Q: 3 clusters Score -1.532638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15326395.000000 Penalty: 5789.753906
	Iteration 17Q: 3 clusters Score -1.53264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15326400.000000 Penalty: 5789.753906
	Iteration 18Q: 3 clusters Score -1.53264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15326430.000000 Penalty: 5789.753906
	Iteration 19Q: 3 clusters Score -1.532643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -15326442.000000 Penalty: 5789.753906
	Iteration 20F: 3 clusters Score -1.532644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116981 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15326454.000000 Penalty: 5789.753906
	Iteration 21Q: 3 clusters Score -1.532645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116985 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15326478.000000 Penalty: 5789.753906
	Iteration 22Q: 3 clusters Score -1.532648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15326487.000000 Penalty: 5789.753906
	Iteration 23Q: 3 clusters Score -1.532649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15326487.000000 Penalty: 5789.753906
	Iteration 24Q: 3 clusters Score -1.532649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15326494.000000 Penalty: 5789.753906
	Iteration 25Q: 3 clusters Score -1.532649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15326513.000000 Penalty: 5789.753906
	Iteration 26Q: 3 clusters Score -1.532651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -15326516.000000 Penalty: 5789.753906
	Iteration 27Q: 3 clusters Score -1.532652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15326521.000000 Penalty: 5789.753906
	Iteration 28Q: 3 clusters Score -1.532652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15326529.000000 Penalty: 5789.753906
	Iteration 29Q: 3 clusters Score -1.532653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116993 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15326524.000000 Penalty: 5789.753906
	Iteration 30Q: 3 clusters Score -1.532652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15326527.000000 Penalty: 5789.753906
	Iteration 31Q: 3 clusters Score -1.532653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15326527.000000 Penalty: 5789.753906
	Iteration 32Q: 3 clusters Score -1.532653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15326533.000000 Penalty: 5789.753906
	Iteration 33Q: 3 clusters Score -1.532653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15326541.000000 Penalty: 5789.753906
	Iteration 34Q: 3 clusters Score -1.532654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15326544.000000 Penalty: 5789.753906
	Iteration 35Q: 3 clusters Score -1.532654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15326544.000000 Penalty: 5789.753906
	Iteration 36F: 3 clusters Score -1.532654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Entering Unmasked Estep 
Score: -6172902.000000 Penalty: 2671.870361
	Iteration 0F: 2 clusters Score -6172902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6140998.000000 Penalty: 5343.740723
	Iteration 0F: 3 clusters Score -6140998 nChanged 21941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6153424.000000 Penalty: 5343.740723
	Iteration 1F: 3 clusters Score -6153424 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6154510.500000 Penalty: 5343.740723
	Iteration 2F: 3 clusters Score -6154510 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6156111.500000 Penalty: 5343.740723
	Iteration 3F: 3 clusters Score -6156112 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -6158081.000000 Penalty: 5343.740723
	Iteration 4F: 3 clusters Score -6158081 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -6160524.000000 Penalty: 5343.740723
	Iteration 5F: 3 clusters Score -6160524 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6162678.000000 Penalty: 5343.740723
	Iteration 6F: 3 clusters Score -6162678 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -6164276.000000 Penalty: 5343.740723
	Iteration 7F: 3 clusters Score -6164276 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -6165331.000000 Penalty: 5343.740723
	Iteration 8Q: 3 clusters Score -6165331 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -6166048.000000 Penalty: 5343.740723
	Iteration 9Q: 3 clusters Score -6166048 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -6166580.000000 Penalty: 5343.740723
	Iteration 10Q: 3 clusters Score -6166580 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -6167069.500000 Penalty: 5343.740723
	Iteration 11Q: 3 clusters Score -6167070 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6167591.500000 Penalty: 5343.740723
	Iteration 12Q: 3 clusters Score -6167592 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -6168057.000000 Penalty: 5343.740723
	Iteration 13Q: 3 clusters Score -6168057 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6168475.000000 Penalty: 5343.740723
	Iteration 14Q: 3 clusters Score -6168475 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -6168886.500000 Penalty: 5343.740723
	Iteration 15Q: 3 clusters Score -6168886 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6169301.000000 Penalty: 5343.740723
	Iteration 16Q: 3 clusters Score -6169301 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6169649.500000 Penalty: 5343.740723
	Iteration 17Q: 3 clusters Score -6169650 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6169946.500000 Penalty: 5343.740723
	Iteration 18Q: 3 clusters Score -6169946 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6170190.500000 Penalty: 5343.740723
	Iteration 19Q: 3 clusters Score -6170190 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6170369.500000 Penalty: 5343.740723
	Iteration 20F: 3 clusters Score -6170370 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6170565.000000 Penalty: 5343.740723
	Iteration 21Q: 3 clusters Score -6170565 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6170679.000000 Penalty: 5343.740723
	Iteration 22Q: 3 clusters Score -6170679 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6170797.000000 Penalty: 5343.740723
	Iteration 23Q: 3 clusters Score -6170797 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6170916.000000 Penalty: 5343.740723
	Iteration 24Q: 3 clusters Score -6170916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6170997.500000 Penalty: 5343.740723
	Iteration 25Q: 3 clusters Score -6170998 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6171110.000000 Penalty: 5343.740723
	Iteration 26Q: 3 clusters Score -6171110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6171173.000000 Penalty: 5343.740723
	Iteration 27Q: 3 clusters Score -6171173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6171220.000000 Penalty: 5343.740723
	Iteration 28Q: 3 clusters Score -6171220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6171274.000000 Penalty: 5343.740723
	Iteration 29Q: 3 clusters Score -6171274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6171302.500000 Penalty: 5343.740723
	Iteration 30Q: 3 clusters Score -6171302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6171339.000000 Penalty: 5343.740723
	Iteration 31Q: 3 clusters Score -6171339 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6171391.000000 Penalty: 5343.740723
	Iteration 32Q: 3 clusters Score -6171391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6171431.000000 Penalty: 5343.740723
	Iteration 33Q: 3 clusters Score -6171431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6171459.000000 Penalty: 5343.740723
	Iteration 34Q: 3 clusters Score -6171459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6171480.500000 Penalty: 5343.740723
	Iteration 35Q: 3 clusters Score -6171480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6171496.000000 Penalty: 5343.740723
	Iteration 36Q: 3 clusters Score -6171496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6171508.000000 Penalty: 5343.740723
	Iteration 37Q: 3 clusters Score -6171508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6171527.000000 Penalty: 5343.740723
	Iteration 38Q: 3 clusters Score -6171527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6171524.500000 Penalty: 5343.740723
	Iteration 39Q: 3 clusters Score -6171524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6171529.000000 Penalty: 5343.740723
	Iteration 40F: 3 clusters Score -6171529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6171540.000000 Penalty: 5343.740723
	Iteration 41Q: 3 clusters Score -6171540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6171554.000000 Penalty: 5343.740723
	Iteration 42Q: 3 clusters Score -6171554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6171555.500000 Penalty: 5343.740723
	Iteration 43Q: 3 clusters Score -6171556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6171569.500000 Penalty: 5343.740723
	Iteration 44Q: 3 clusters Score -6171570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6171566.000000 Penalty: 5343.740723
	Iteration 45Q: 3 clusters Score -6171566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6171555.500000 Penalty: 5343.740723
	Iteration 46Q: 3 clusters Score -6171556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6171559.000000 Penalty: 5343.740723
	Iteration 47Q: 3 clusters Score -6171559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6171562.500000 Penalty: 5343.740723
	Iteration 48Q: 3 clusters Score -6171562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6171560.000000 Penalty: 5343.740723
	Iteration 49Q: 3 clusters Score -6171560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6171566.500000 Penalty: 5343.740723
	Iteration 50Q: 3 clusters Score -6171566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6171575.000000 Penalty: 5343.740723
	Iteration 51Q: 3 clusters Score -6171575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6171576.000000 Penalty: 5343.740723
	Iteration 52Q: 3 clusters Score -6171576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6171575.500000 Penalty: 5343.740723
	Iteration 53Q: 3 clusters Score -6171576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6171577.500000 Penalty: 5343.740723
	Iteration 54Q: 3 clusters Score -6171578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6171581.500000 Penalty: 5343.740723
	Iteration 55Q: 3 clusters Score -6171582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6171579.000000 Penalty: 5343.740723
	Iteration 56Q: 3 clusters Score -6171579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6171579.000000 Penalty: 5343.740723
	Iteration 57F: 3 clusters Score -6171579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -200240.671875 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -200240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197805.000000 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -197805 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198309.828125 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -198309.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -198463.859375 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -198463.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -198532.062500 Penalty: 3694.084473
	Iteration 3Q: 3 clusters Score -198532.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198584.109375 Penalty: 3694.084473
	Iteration 4Q: 3 clusters Score -198584.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -198624.359375 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -198624.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -198654.593750 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -198654.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -198685.171875 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -198685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -198698.109375 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -198698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198706.468750 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -198706.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -198719.609375 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -198719.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -198736.046875 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -198736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -198750.265625 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -198750.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -198763.250000 Penalty: 3694.084473
	Iteration 13Q: 3 clusters Score -198763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -198771.656250 Penalty: 3694.084473
	Iteration 14Q: 3 clusters Score -198771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -198782.562500 Penalty: 3694.084473
	Iteration 15Q: 3 clusters Score -198782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -198787.500000 Penalty: 3694.084473
	Iteration 16Q: 3 clusters Score -198787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198790.890625 Penalty: 3694.084473
	Iteration 17Q: 3 clusters Score -198790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -198793.359375 Penalty: 3694.084473
	Iteration 18Q: 3 clusters Score -198793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -198796.296875 Penalty: 3694.084473
	Iteration 19Q: 3 clusters Score -198796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -198797.000000 Penalty: 3694.084473
	Iteration 20F: 3 clusters Score -198797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -198801.593750 Penalty: 3694.084473
	Iteration 21Q: 3 clusters Score -198801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -198809.140625 Penalty: 3694.084473
	Iteration 22Q: 3 clusters Score -198809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -198815.125000 Penalty: 3694.084473
	Iteration 23Q: 3 clusters Score -198815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198817.531250 Penalty: 3694.084473
	Iteration 24Q: 3 clusters Score -198817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198821.078125 Penalty: 3694.084473
	Iteration 25Q: 3 clusters Score -198821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -198822.671875 Penalty: 3694.084473
	Iteration 26Q: 3 clusters Score -198822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -198823.500000 Penalty: 3694.084473
	Iteration 27Q: 3 clusters Score -198823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -198823.500000 Penalty: 3694.084473
	Iteration 28F: 3 clusters Score -198823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -515755.062500 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -515755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -511693.625000 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -511693.6 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -512573.750000 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -512573.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -512818.343750 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -512818.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -512961.125000 Penalty: 4141.696289
	Iteration 3F: 3 clusters Score -512961.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -513081.718750 Penalty: 4141.696289
	Iteration 4Q: 3 clusters Score -513081.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -513163.562500 Penalty: 4141.696289
	Iteration 5Q: 3 clusters Score -513163.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -513250.218750 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -513250.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -513327.625000 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -513327.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -513422.593750 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -513422.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -513532.718750 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -513532.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -513640.000000 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -513640 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -513721.406250 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -513721.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -513793.281250 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -513793.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -513864.187500 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -513864.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -513917.437500 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -513917.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -513963.968750 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -513964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -513999.531250 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -513999.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -514030.656250 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -514030.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -514054.406250 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -514054.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -514076.656250 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -514076.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -514100.093750 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -514100.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -514117.500000 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -514117.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -514132.156250 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -514132.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -514148.531250 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -514148.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -514165.281250 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -514165.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -514179.281250 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -514179.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -514195.812500 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -514195.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -514210.625000 Penalty: 4141.696289
	Iteration 27Q: 3 clusters Score -514210.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -514234.093750 Penalty: 4141.696289
	Iteration 28Q: 3 clusters Score -514234.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -514259.406250 Penalty: 4141.696289
	Iteration 29Q: 3 clusters Score -514259.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -514279.625000 Penalty: 4141.696289
	Iteration 30Q: 3 clusters Score -514279.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -514297.875000 Penalty: 4141.696289
	Iteration 31Q: 3 clusters Score -514297.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -514318.593750 Penalty: 4141.696289
	Iteration 32Q: 3 clusters Score -514318.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -514334.062500 Penalty: 4141.696289
	Iteration 33Q: 3 clusters Score -514334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -514348.375000 Penalty: 4141.696289
	Iteration 34Q: 3 clusters Score -514348.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -514357.250000 Penalty: 4141.696289
	Iteration 35Q: 3 clusters Score -514357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -514365.562500 Penalty: 4141.696289
	Iteration 36Q: 3 clusters Score -514365.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -514371.625000 Penalty: 4141.696289
	Iteration 37Q: 3 clusters Score -514371.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -514374.875000 Penalty: 4141.696289
	Iteration 38Q: 3 clusters Score -514374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -514382.187500 Penalty: 4141.696289
	Iteration 39Q: 3 clusters Score -514382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -514386.437500 Penalty: 4141.696289
	Iteration 40F: 3 clusters Score -514386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -514391.593750 Penalty: 4141.696289
	Iteration 41Q: 3 clusters Score -514391.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -514399.531250 Penalty: 4141.696289
	Iteration 42Q: 3 clusters Score -514399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -514402.406250 Penalty: 4141.696289
	Iteration 43Q: 3 clusters Score -514402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -514404.187500 Penalty: 4141.696289
	Iteration 44Q: 3 clusters Score -514404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -514407.750000 Penalty: 4141.696289
	Iteration 45Q: 3 clusters Score -514407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -514408.906250 Penalty: 4141.696289
	Iteration 46Q: 3 clusters Score -514408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -514410.218750 Penalty: 4141.696289
	Iteration 47Q: 3 clusters Score -514410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -514412.375000 Penalty: 4141.696289
	Iteration 48Q: 3 clusters Score -514412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -514417.437500 Penalty: 4141.696289
	Iteration 49Q: 3 clusters Score -514417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -514422.656250 Penalty: 4141.696289
	Iteration 50Q: 3 clusters Score -514422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -514427.531250 Penalty: 4141.696289
	Iteration 51Q: 3 clusters Score -514427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -514431.843750 Penalty: 4141.696289
	Iteration 52Q: 3 clusters Score -514431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -514432.062500 Penalty: 4141.696289
	Iteration 53Q: 3 clusters Score -514432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -514434.781250 Penalty: 4141.696289
	Iteration 54Q: 3 clusters Score -514434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -514437.343750 Penalty: 4141.696289
	Iteration 55Q: 3 clusters Score -514437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -514440.656250 Penalty: 4141.696289
	Iteration 56Q: 3 clusters Score -514440.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -514444.031250 Penalty: 4141.696289
	Iteration 57Q: 3 clusters Score -514444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -514445.343750 Penalty: 4141.696289
	Iteration 58Q: 3 clusters Score -514445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -514445.718750 Penalty: 4141.696289
	Iteration 59Q: 3 clusters Score -514445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -514448.562500 Penalty: 4141.696289
	Iteration 60F: 3 clusters Score -514448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -514449.218750 Penalty: 4141.696289
	Iteration 61Q: 3 clusters Score -514449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -514451.875000 Penalty: 4141.696289
	Iteration 62Q: 3 clusters Score -514451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -514451.875000 Penalty: 4141.696289
	Iteration 63Q: 3 clusters Score -514451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -514451.875000 Penalty: 4141.696289
	Iteration 64F: 3 clusters Score -514451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31913.892578 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31913.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31997.857422 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -31997.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32013.476562 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32013.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32015.666016 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32015.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32016.941406 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32016.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32016.941406 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -32016.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -832922.125000 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -832922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -827509.250000 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -827509.2 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -828995.812500 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -828995.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -829262.875000 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -829262.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -829459.187500 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -829459.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -829622.312500 Penalty: 4347.822266
	Iteration 4Q: 3 clusters Score -829622.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -829769.187500 Penalty: 4347.822266
	Iteration 5Q: 3 clusters Score -829769.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -829905.937500 Penalty: 4347.822266
	Iteration 6Q: 3 clusters Score -829905.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -830065.187500 Penalty: 4347.822266
	Iteration 7Q: 3 clusters Score -830065.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -830244.312500 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -830244.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -830442.562500 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -830442.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -830646.875000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -830646.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -830842.250000 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -830842.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -831060.937500 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -831060.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -831303.937500 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -831303.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -831542.000000 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -831542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -831757.562500 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -831757.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -831938.937500 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -831938.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -832064.312500 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -832064.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -832163.187500 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -832163.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -832224.000000 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -832224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -832265.312500 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -832265.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -832283.625000 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -832283.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -832298.750000 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -832298.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -832308.312500 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -832308.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -832313.562500 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -832313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -832315.125000 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -832315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -832315.937500 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -832315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -832316.437500 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -832316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -832316.875000 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -832316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -832316.687500 Penalty: 4347.822266
	Iteration 29Q: 3 clusters Score -832316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -832317.500000 Penalty: 4347.822266
	Iteration 30Q: 3 clusters Score -832317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -832317.625000 Penalty: 4347.822266
	Iteration 31Q: 3 clusters Score -832317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -832317.312500 Penalty: 4347.822266
	Iteration 32Q: 3 clusters Score -832317.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -832318.187500 Penalty: 4347.822266
	Iteration 33Q: 3 clusters Score -832318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -832317.750000 Penalty: 4347.822266
	Iteration 34Q: 3 clusters Score -832317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -832317.750000 Penalty: 4347.822266
	Iteration 35F: 3 clusters Score -832317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -1106015.500000 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -1106016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1099317.250000 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -1099317 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1101338.625000 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -1101339 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1101726.125000 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -1101726 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1102072.375000 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -1102072 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1102402.625000 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -1102403 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1102657.375000 Penalty: 4482.439941
	Iteration 5Q: 3 clusters Score -1102657 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1102887.125000 Penalty: 4482.439941
	Iteration 6Q: 3 clusters Score -1102887 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1103102.500000 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -1103102 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1103264.125000 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -1103264 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1103388.250000 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -1103388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1103495.750000 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -1103496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1103571.625000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -1103572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1103633.250000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -1103633 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1103672.000000 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -1103672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1103700.625000 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -1103701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1103722.250000 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -1103722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1103740.375000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -1103740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1103753.625000 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -1103754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1103763.750000 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -1103764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1103768.125000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -1103768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1103773.500000 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -1103774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1103777.875000 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -1103778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1103782.500000 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -1103782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1103782.500000 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -1103782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1103792.625000 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -1103793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1103793.125000 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -1103793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1103798.000000 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -1103798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1103801.500000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -1103802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1103802.000000 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -1103802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1103806.625000 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -1103807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1103806.875000 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -1103807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1103809.500000 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -1103810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1103813.500000 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -1103814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1103812.750000 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -1103813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1103813.375000 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -1103813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1103814.500000 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -1103814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1103814.750000 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -1103815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1103815.875000 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -1103816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1103816.125000 Penalty: 4482.439941
	Iteration 38Q: 3 clusters Score -1103816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1103816.625000 Penalty: 4482.439941
	Iteration 39Q: 3 clusters Score -1103817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1103816.875000 Penalty: 4482.439941
	Iteration 40F: 3 clusters Score -1103817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1103815.750000 Penalty: 4482.439941
	Iteration 41Q: 3 clusters Score -1103816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1103814.750000 Penalty: 4482.439941
	Iteration 42Q: 3 clusters Score -1103815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1103814.750000 Penalty: 4482.439941
	Iteration 43F: 3 clusters Score -1103815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1333237.500000 Penalty: 2291.133545
	Iteration 0F: 2 clusters Score -1333238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1325417.750000 Penalty: 4582.267090
	Iteration 0F: 3 clusters Score -1325418 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1327803.000000 Penalty: 4582.267090
	Iteration 1F: 3 clusters Score -1327803 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1328197.000000 Penalty: 4582.267090
	Iteration 2F: 3 clusters Score -1328197 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1328595.125000 Penalty: 4582.267090
	Iteration 3F: 3 clusters Score -1328595 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1329015.750000 Penalty: 4582.267090
	Iteration 4F: 3 clusters Score -1329016 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1329470.000000 Penalty: 4582.267090
	Iteration 5F: 3 clusters Score -1329470 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1329940.375000 Penalty: 4582.267090
	Iteration 6F: 3 clusters Score -1329940 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1330411.875000 Penalty: 4582.267090
	Iteration 7F: 3 clusters Score -1330412 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1330809.125000 Penalty: 4582.267090
	Iteration 8F: 3 clusters Score -1330809 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1331164.750000 Penalty: 4582.267090
	Iteration 9Q: 3 clusters Score -1331165 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1331486.500000 Penalty: 4582.267090
	Iteration 10Q: 3 clusters Score -1331486 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1331733.000000 Penalty: 4582.267090
	Iteration 11Q: 3 clusters Score -1331733 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1331923.375000 Penalty: 4582.267090
	Iteration 12Q: 3 clusters Score -1331923 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1332126.000000 Penalty: 4582.267090
	Iteration 13Q: 3 clusters Score -1332126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1332349.500000 Penalty: 4582.267090
	Iteration 14Q: 3 clusters Score -1332350 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1332600.000000 Penalty: 4582.267090
	Iteration 15Q: 3 clusters Score -1332600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1332787.500000 Penalty: 4582.267090
	Iteration 16Q: 3 clusters Score -1332788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1332947.750000 Penalty: 4582.267090
	Iteration 17Q: 3 clusters Score -1332948 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1333086.375000 Penalty: 4582.267090
	Iteration 18Q: 3 clusters Score -1333086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1333187.625000 Penalty: 4582.267090
	Iteration 19Q: 3 clusters Score -1333188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1333298.125000 Penalty: 4582.267090
	Iteration 20F: 3 clusters Score -1333298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1333388.375000 Penalty: 4582.267090
	Iteration 21Q: 3 clusters Score -1333388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1333481.250000 Penalty: 4582.267090
	Iteration 22Q: 3 clusters Score -1333481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1333576.500000 Penalty: 4582.267090
	Iteration 23Q: 3 clusters Score -1333576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1333665.875000 Penalty: 4582.267090
	Iteration 24Q: 3 clusters Score -1333666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1333710.750000 Penalty: 4582.267090
	Iteration 25Q: 3 clusters Score -1333711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1333732.375000 Penalty: 4582.267090
	Iteration 26Q: 3 clusters Score -1333732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1333740.000000 Penalty: 4582.267090
	Iteration 27Q: 3 clusters Score -1333740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1333744.750000 Penalty: 4582.267090
	Iteration 28Q: 3 clusters Score -1333745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1333749.000000 Penalty: 4582.267090
	Iteration 29Q: 3 clusters Score -1333749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1333751.250000 Penalty: 4582.267090
	Iteration 30Q: 3 clusters Score -1333751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1333752.750000 Penalty: 4582.267090
	Iteration 31Q: 3 clusters Score -1333753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1333755.500000 Penalty: 4582.267090
	Iteration 32Q: 3 clusters Score -1333756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1333755.500000 Penalty: 4582.267090
	Iteration 33Q: 3 clusters Score -1333756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1333755.875000 Penalty: 4582.267090
	Iteration 34Q: 3 clusters Score -1333756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1333755.750000 Penalty: 4582.267090
	Iteration 35Q: 3 clusters Score -1333756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1333756.375000 Penalty: 4582.267090
	Iteration 36Q: 3 clusters Score -1333756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1333758.750000 Penalty: 4582.267090
	Iteration 37Q: 3 clusters Score -1333759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1333759.125000 Penalty: 4582.267090
	Iteration 38Q: 3 clusters Score -1333759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1333758.500000 Penalty: 4582.267090
	Iteration 39Q: 3 clusters Score -1333758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1333759.000000 Penalty: 4582.267090
	Iteration 40F: 3 clusters Score -1333759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1333758.250000 Penalty: 4582.267090
	Iteration 41Q: 3 clusters Score -1333758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1333757.125000 Penalty: 4582.267090
	Iteration 42Q: 3 clusters Score -1333757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1333758.375000 Penalty: 4582.267090
	Iteration 43Q: 3 clusters Score -1333758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1333760.000000 Penalty: 4582.267090
	Iteration 44Q: 3 clusters Score -1333760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1333759.375000 Penalty: 4582.267090
	Iteration 45Q: 3 clusters Score -1333759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1333759.375000 Penalty: 4582.267090
	Iteration 46F: 3 clusters Score -1333759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9672 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89747 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83180 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41788 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18021 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47747 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 8571 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30345 members 
Mstep: Class 44 contains 1714 members 
Entering Unmasked Estep 
Score: -111269664.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111270216.000000 to -111269664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -654793.000000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -654793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -650214.625000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -650214.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -651290.125000 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -651290.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -651475.125000 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -651475.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -651595.187500 Penalty: 4235.709473
	Iteration 3Q: 3 clusters Score -651595.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -651673.562500 Penalty: 4235.709473
	Iteration 4Q: 3 clusters Score -651673.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -651731.250000 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -651731.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -651770.750000 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -651770.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -651807.062500 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -651807.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -651833.625000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -651833.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -651864.750000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -651864.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -651898.000000 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -651898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -651932.812500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -651932.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -651965.312500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -651965.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -651998.562500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -651998.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -652044.562500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -652044.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -652095.375000 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -652095.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -652162.125000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -652162.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -652234.812500 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -652234.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -652329.250000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -652329.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -652445.625000 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -652445.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -652584.687500 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -652584.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -652740.687500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -652740.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -652877.062500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -652877.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -652983.062500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -652983.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -653054.000000 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -653054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -653102.812500 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -653102.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -653132.437500 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -653132.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -653157.062500 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -653157.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -653176.000000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -653176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -653190.062500 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -653190.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -653211.312500 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -653211.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -653226.687500 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -653226.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -653244.750000 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -653244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -653255.750000 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -653255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -653268.687500 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -653268.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -653278.312500 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -653278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -653282.812500 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -653282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -653289.687500 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -653289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -653296.562500 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -653296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -653305.437500 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -653305.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -653312.250000 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -653312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -653315.812500 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -653315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -653319.187500 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -653319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -653326.625000 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -653326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -653329.125000 Penalty: 4235.709473
	Iteration 44Q: 3 clusters Score -653329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -653334.687500 Penalty: 4235.709473
	Iteration 45Q: 3 clusters Score -653334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -653340.375000 Penalty: 4235.709473
	Iteration 46Q: 3 clusters Score -653340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -653344.625000 Penalty: 4235.709473
	Iteration 47Q: 3 clusters Score -653344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -653350.875000 Penalty: 4235.709473
	Iteration 48Q: 3 clusters Score -653350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -653355.187500 Penalty: 4235.709473
	Iteration 49Q: 3 clusters Score -653355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -653357.625000 Penalty: 4235.709473
	Iteration 50Q: 3 clusters Score -653357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -653359.937500 Penalty: 4235.709473
	Iteration 51Q: 3 clusters Score -653359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -653361.937500 Penalty: 4235.709473
	Iteration 52Q: 3 clusters Score -653361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -653364.187500 Penalty: 4235.709473
	Iteration 53Q: 3 clusters Score -653364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -653367.125000 Penalty: 4235.709473
	Iteration 54Q: 3 clusters Score -653367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -653369.312500 Penalty: 4235.709473
	Iteration 55Q: 3 clusters Score -653369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -653369.937500 Penalty: 4235.709473
	Iteration 56Q: 3 clusters Score -653369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -653373.125000 Penalty: 4235.709473
	Iteration 57Q: 3 clusters Score -653373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -653372.937500 Penalty: 4235.709473
	Iteration 58Q: 3 clusters Score -653372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -653372.937500 Penalty: 4235.709473
	Iteration 59F: 3 clusters Score -653372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -506889.062500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506889.1 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -507725.312500 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507725.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -507932.656250 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507932.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -508059.937500 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -508059.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -508173.281250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508173.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -508268.687500 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508268.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -508356.593750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508356.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -508442.437500 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508442.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -508538.687500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508538.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -508627.250000 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508627.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -508701.375000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508701.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -508766.093750 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508766.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -508824.125000 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508824.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -508857.531250 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508857.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -508882.812500 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508882.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -508898.812500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -508898.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -508912.312500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -508912.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -508926.687500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -508926.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -508936.406250 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -508936.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -508951.750000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -508951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -508959.687500 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -508959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -508965.937500 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -508965.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -508974.750000 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -508974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -508984.468750 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -508984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -508991.156250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -508991.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -508997.000000 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -508997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -509002.375000 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -509002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -509005.500000 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -509005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -509008.187500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -509008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -509014.406250 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -509014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -509019.875000 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -509019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -509027.312500 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -509027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -509029.656250 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -509029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -509030.968750 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -509031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -509031.406250 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -509031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -509031.625000 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -509031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -509032.593750 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -509032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -509034.312500 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -509034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -509035.031250 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -509035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -509036.281250 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -509036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -509037.906250 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -509037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -509037.625000 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -509037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -509037.625000 Penalty: 4110.988770
	Iteration 42F: 3 clusters Score -509037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -109549.976562 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -109550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107731.539062 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -107731.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108261.406250 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -108261.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -108528.320312 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -108528.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108689.875000 Penalty: 3454.211182
	Iteration 3F: 3 clusters Score -108689.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108794.117188 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -108794.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108852.046875 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -108852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108887.070312 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -108887.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108908.468750 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -108908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108919.039062 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -108919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108923.773438 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -108923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108923.773438 Penalty: 3454.211182
	Iteration 10F: 3 clusters Score -108923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -383649.156250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -383649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -380241.406250 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -380241.4 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -381074.812500 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -381074.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -381326.656250 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -381326.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -381477.406250 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -381477.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -381585.468750 Penalty: 4014.357178
	Iteration 4Q: 3 clusters Score -381585.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -381681.062500 Penalty: 4014.357178
	Iteration 5Q: 3 clusters Score -381681.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -381772.937500 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -381772.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -381856.625000 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -381856.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -381918.812500 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -381918.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -381961.343750 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -381961.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -382014.656250 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -382014.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -382073.593750 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -382073.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -382137.937500 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -382137.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -382207.781250 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -382207.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -382277.187500 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -382277.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -382363.000000 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -382363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -382455.718750 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -382455.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -382516.906250 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -382516.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382574.625000 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -382574.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382606.250000 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -382606.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -382629.437500 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -382629.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -382640.718750 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -382640.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -382648.187500 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -382648.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -382654.562500 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -382654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -382660.281250 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -382660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -382665.250000 Penalty: 4014.357178
	Iteration 25Q: 3 clusters Score -382665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -382670.906250 Penalty: 4014.357178
	Iteration 26Q: 3 clusters Score -382670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -382675.218750 Penalty: 4014.357178
	Iteration 27Q: 3 clusters Score -382675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -382677.656250 Penalty: 4014.357178
	Iteration 28Q: 3 clusters Score -382677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -382678.531250 Penalty: 4014.357178
	Iteration 29Q: 3 clusters Score -382678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -382680.312500 Penalty: 4014.357178
	Iteration 30Q: 3 clusters Score -382680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -382680.218750 Penalty: 4014.357178
	Iteration 31Q: 3 clusters Score -382680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382681.281250 Penalty: 4014.357178
	Iteration 32Q: 3 clusters Score -382681.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -382683.968750 Penalty: 4014.357178
	Iteration 33Q: 3 clusters Score -382684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -382686.812500 Penalty: 4014.357178
	Iteration 34Q: 3 clusters Score -382686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -382691.250000 Penalty: 4014.357178
	Iteration 35Q: 3 clusters Score -382691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -382693.031250 Penalty: 4014.357178
	Iteration 36Q: 3 clusters Score -382693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -382694.812500 Penalty: 4014.357178
	Iteration 37Q: 3 clusters Score -382694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -382696.843750 Penalty: 4014.357178
	Iteration 38Q: 3 clusters Score -382696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -382699.343750 Penalty: 4014.357178
	Iteration 39Q: 3 clusters Score -382699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -382702.250000 Penalty: 4014.357178
	Iteration 40F: 3 clusters Score -382702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -382703.750000 Penalty: 4014.357178
	Iteration 41Q: 3 clusters Score -382703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -382707.406250 Penalty: 4014.357178
	Iteration 42Q: 3 clusters Score -382707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -382708.000000 Penalty: 4014.357178
	Iteration 43Q: 3 clusters Score -382708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -382708.656250 Penalty: 4014.357178
	Iteration 44Q: 3 clusters Score -382708.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -382711.656250 Penalty: 4014.357178
	Iteration 45Q: 3 clusters Score -382711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -382717.406250 Penalty: 4014.357178
	Iteration 46Q: 3 clusters Score -382717.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -382724.156250 Penalty: 4014.357178
	Iteration 47Q: 3 clusters Score -382724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -382731.093750 Penalty: 4014.357178
	Iteration 48Q: 3 clusters Score -382731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -382738.093750 Penalty: 4014.357178
	Iteration 49Q: 3 clusters Score -382738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382741.812500 Penalty: 4014.357178
	Iteration 50Q: 3 clusters Score -382741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -382743.875000 Penalty: 4014.357178
	Iteration 51Q: 3 clusters Score -382743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382745.750000 Penalty: 4014.357178
	Iteration 52Q: 3 clusters Score -382745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382747.093750 Penalty: 4014.357178
	Iteration 53Q: 3 clusters Score -382747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382748.812500 Penalty: 4014.357178
	Iteration 54Q: 3 clusters Score -382748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -382749.500000 Penalty: 4014.357178
	Iteration 55Q: 3 clusters Score -382749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -382750.000000 Penalty: 4014.357178
	Iteration 56Q: 3 clusters Score -382750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -382751.093750 Penalty: 4014.357178
	Iteration 57Q: 3 clusters Score -382751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -382751.156250 Penalty: 4014.357178
	Iteration 58Q: 3 clusters Score -382751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -382753.187500 Penalty: 4014.357178
	Iteration 59Q: 3 clusters Score -382753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -382756.468750 Penalty: 4014.357178
	Iteration 60F: 3 clusters Score -382756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382760.593750 Penalty: 4014.357178
	Iteration 61Q: 3 clusters Score -382760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -382762.750000 Penalty: 4014.357178
	Iteration 62Q: 3 clusters Score -382762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -382764.593750 Penalty: 4014.357178
	Iteration 63Q: 3 clusters Score -382764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -382765.468750 Penalty: 4014.357178
	Iteration 64Q: 3 clusters Score -382765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -382765.937500 Penalty: 4014.357178
	Iteration 65Q: 3 clusters Score -382765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -382765.937500 Penalty: 4014.357178
	Iteration 66F: 3 clusters Score -382765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -360053.875000 Penalty: 1974.851807
	Iteration 0F: 2 clusters Score -360053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -356864.687500 Penalty: 3949.703613
	Iteration 0F: 3 clusters Score -356864.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -357526.312500 Penalty: 3949.703613
	Iteration 1F: 3 clusters Score -357526.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -357737.312500 Penalty: 3949.703613
	Iteration 2F: 3 clusters Score -357737.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -357890.187500 Penalty: 3949.703613
	Iteration 3F: 3 clusters Score -357890.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -358057.750000 Penalty: 3949.703613
	Iteration 4F: 3 clusters Score -358057.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -358253.093750 Penalty: 3949.703613
	Iteration 5F: 3 clusters Score -358253.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -358470.500000 Penalty: 3949.703613
	Iteration 6F: 3 clusters Score -358470.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -358794.343750 Penalty: 3949.703613
	Iteration 7F: 3 clusters Score -358794.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -359096.500000 Penalty: 3949.703613
	Iteration 8F: 3 clusters Score -359096.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359266.843750 Penalty: 3949.703613
	Iteration 9Q: 3 clusters Score -359266.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -359383.718750 Penalty: 3949.703613
	Iteration 10Q: 3 clusters Score -359383.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -359493.531250 Penalty: 3949.703613
	Iteration 11Q: 3 clusters Score -359493.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -359571.500000 Penalty: 3949.703613
	Iteration 12Q: 3 clusters Score -359571.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -359636.281250 Penalty: 3949.703613
	Iteration 13Q: 3 clusters Score -359636.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359681.250000 Penalty: 3949.703613
	Iteration 14Q: 3 clusters Score -359681.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -359714.781250 Penalty: 3949.703613
	Iteration 15Q: 3 clusters Score -359714.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -359733.125000 Penalty: 3949.703613
	Iteration 16Q: 3 clusters Score -359733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -359742.656250 Penalty: 3949.703613
	Iteration 17Q: 3 clusters Score -359742.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -359753.218750 Penalty: 3949.703613
	Iteration 18Q: 3 clusters Score -359753.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -359764.750000 Penalty: 3949.703613
	Iteration 19Q: 3 clusters Score -359764.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -359773.812500 Penalty: 3949.703613
	Iteration 20F: 3 clusters Score -359773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -359777.187500 Penalty: 3949.703613
	Iteration 21Q: 3 clusters Score -359777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -359784.062500 Penalty: 3949.703613
	Iteration 22Q: 3 clusters Score -359784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -359789.593750 Penalty: 3949.703613
	Iteration 23Q: 3 clusters Score -359789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -359796.156250 Penalty: 3949.703613
	Iteration 24Q: 3 clusters Score -359796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -359802.843750 Penalty: 3949.703613
	Iteration 25Q: 3 clusters Score -359802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -359806.187500 Penalty: 3949.703613
	Iteration 26Q: 3 clusters Score -359806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -359809.343750 Penalty: 3949.703613
	Iteration 27Q: 3 clusters Score -359809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -359813.093750 Penalty: 3949.703613
	Iteration 28Q: 3 clusters Score -359813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -359815.406250 Penalty: 3949.703613
	Iteration 29Q: 3 clusters Score -359815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -359817.375000 Penalty: 3949.703613
	Iteration 30Q: 3 clusters Score -359817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -359822.406250 Penalty: 3949.703613
	Iteration 31Q: 3 clusters Score -359822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -359826.406250 Penalty: 3949.703613
	Iteration 32Q: 3 clusters Score -359826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -359830.156250 Penalty: 3949.703613
	Iteration 33Q: 3 clusters Score -359830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -359836.625000 Penalty: 3949.703613
	Iteration 34Q: 3 clusters Score -359836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -359840.375000 Penalty: 3949.703613
	Iteration 35Q: 3 clusters Score -359840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -359843.156250 Penalty: 3949.703613
	Iteration 36Q: 3 clusters Score -359843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -359846.062500 Penalty: 3949.703613
	Iteration 37Q: 3 clusters Score -359846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -359848.156250 Penalty: 3949.703613
	Iteration 38Q: 3 clusters Score -359848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -359849.406250 Penalty: 3949.703613
	Iteration 39Q: 3 clusters Score -359849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -359852.312500 Penalty: 3949.703613
	Iteration 40F: 3 clusters Score -359852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97109.125000 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97109.12 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97352.539062 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97352.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97459.312500 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -97459.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97495.578125 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97495.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97509.171875 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97509.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97513.000000 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97513.648438 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97513.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97513.648438 Penalty: 3297.896240
	Iteration 7F: 3 clusters Score -97513.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Entering Unmasked Estep 
Score: -3962540.500000 Penalty: 2559.456055
	Iteration 0F: 2 clusters Score -3962540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3941758.500000 Penalty: 5118.912109
	Iteration 0F: 3 clusters Score -3941758 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3949241.250000 Penalty: 5118.912109
	Iteration 1F: 3 clusters Score -3949241 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3949837.500000 Penalty: 5118.912109
	Iteration 2F: 3 clusters Score -3949838 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3950419.250000 Penalty: 5118.912109
	Iteration 3Q: 3 clusters Score -3950419 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3951134.500000 Penalty: 5118.912109
	Iteration 4Q: 3 clusters Score -3951134 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3952161.500000 Penalty: 5118.912109
	Iteration 5F: 3 clusters Score -3952162 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3953688.000000 Penalty: 5118.912109
	Iteration 6F: 3 clusters Score -3953688 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3955547.250000 Penalty: 5118.912109
	Iteration 7F: 3 clusters Score -3955547 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3957405.750000 Penalty: 5118.912109
	Iteration 8F: 3 clusters Score -3957406 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3958804.250000 Penalty: 5118.912109
	Iteration 9Q: 3 clusters Score -3958804 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3959579.500000 Penalty: 5118.912109
	Iteration 10Q: 3 clusters Score -3959580 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3959902.750000 Penalty: 5118.912109
	Iteration 11Q: 3 clusters Score -3959903 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3960029.750000 Penalty: 5118.912109
	Iteration 12Q: 3 clusters Score -3960030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3960133.250000 Penalty: 5118.912109
	Iteration 13Q: 3 clusters Score -3960133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3960186.000000 Penalty: 5118.912109
	Iteration 14Q: 3 clusters Score -3960186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3960217.750000 Penalty: 5118.912109
	Iteration 15Q: 3 clusters Score -3960218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3960248.750000 Penalty: 5118.912109
	Iteration 16Q: 3 clusters Score -3960249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3960264.750000 Penalty: 5118.912109
	Iteration 17Q: 3 clusters Score -3960265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3960277.000000 Penalty: 5118.912109
	Iteration 18Q: 3 clusters Score -3960277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3960284.500000 Penalty: 5118.912109
	Iteration 19Q: 3 clusters Score -3960284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3960288.250000 Penalty: 5118.912109
	Iteration 20F: 3 clusters Score -3960288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3960300.500000 Penalty: 5118.912109
	Iteration 21Q: 3 clusters Score -3960300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3960310.250000 Penalty: 5118.912109
	Iteration 22Q: 3 clusters Score -3960310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3960318.250000 Penalty: 5118.912109
	Iteration 23Q: 3 clusters Score -3960318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3960317.000000 Penalty: 5118.912109
	Iteration 24Q: 3 clusters Score -3960317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3960321.000000 Penalty: 5118.912109
	Iteration 25Q: 3 clusters Score -3960321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3960321.000000 Penalty: 5118.912109
	Iteration 26F: 3 clusters Score -3960321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9672 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89747 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83180 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41788 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18021 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47747 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270224.000000 Penalty: 145996.140625
Iteration 239Q: 44 clusters Score -1.112702e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9675 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40516 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89746 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83181 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41789 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 117347 members 
Mstep: Class 30 contains 47748 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270264.000000 Penalty: 145996.140625
Iteration 240F: 44 clusters Score -1.112703e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9676 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40506 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 161856 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83182 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41787 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24190 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 117345 members 
Mstep: Class 30 contains 47750 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270200.000000 Penalty: 145996.140625
Iteration 241Q: 44 clusters Score -1.112702e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40506 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161855 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83185 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41792 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18020 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 117342 members 
Mstep: Class 30 contains 47751 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 242Q: 44 clusters Score -1.112702e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 9662 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40504 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83188 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41797 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 117343 members 
Mstep: Class 30 contains 47752 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270224.000000 Penalty: 145996.140625
Iteration 243Q: 44 clusters Score -1.112702e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9664 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40502 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89743 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83187 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41803 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 117341 members 
Mstep: Class 30 contains 47753 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10286 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270304.000000 Penalty: 145996.140625
Iteration 244Q: 44 clusters Score -1.112703e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40497 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83188 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41807 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18011 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 117341 members 
Mstep: Class 30 contains 47755 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10287 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270336.000000 Penalty: 145996.140625
Iteration 245Q: 44 clusters Score -1.112703e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40497 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161854 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83189 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41810 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 18004 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 117341 members 
Mstep: Class 30 contains 47755 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10286 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270392.000000 Penalty: 145996.140625
Iteration 246Q: 44 clusters Score -1.112704e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40493 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83188 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41814 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17994 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 117341 members 
Mstep: Class 30 contains 47755 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10285 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270352.000000 Penalty: 145996.140625
Iteration 247Q: 44 clusters Score -1.112704e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9679 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40495 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83184 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41816 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17989 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 117340 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270248.000000 Penalty: 145996.140625
Iteration 248Q: 44 clusters Score -1.112702e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89737 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83181 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41823 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17984 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 117339 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270232.000000 Penalty: 145996.140625
Iteration 249Q: 44 clusters Score -1.112702e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89737 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83183 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41826 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17974 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 117338 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270280.000000 Penalty: 145996.140625
Iteration 250Q: 44 clusters Score -1.112703e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83189 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41830 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17958 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 117336 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270304.000000 Penalty: 145996.140625
Iteration 251Q: 44 clusters Score -1.112703e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 9692 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161852 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89737 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83194 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 41836 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17943 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24189 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 117334 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2873 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270432.000000 Penalty: 145996.140625
Iteration 252Q: 44 clusters Score -1.112704e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9693 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40494 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161852 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89737 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83193 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 41841 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17931 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 117330 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2874 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270472.000000 Penalty: 145996.140625
Iteration 253Q: 44 clusters Score -1.112705e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9693 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40493 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161851 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89737 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83192 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 41852 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 117329 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270440.000000 Penalty: 145996.140625
Iteration 254Q: 44 clusters Score -1.112704e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83192 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 41864 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 117327 members 
Mstep: Class 30 contains 47757 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270456.000000 Penalty: 145996.140625
Iteration 255Q: 44 clusters Score -1.112705e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9700 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83195 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 41866 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 117327 members 
Mstep: Class 30 contains 47757 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270392.000000 Penalty: 145996.140625
Iteration 256Q: 44 clusters Score -1.112704e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9702 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 161850 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83199 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41878 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17877 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 117324 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270368.000000 Penalty: 145996.140625
Iteration 257Q: 44 clusters Score -1.112704e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9700 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83202 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41883 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17866 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 117324 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270384.000000 Penalty: 145996.140625
Iteration 258Q: 44 clusters Score -1.112704e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9691 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83205 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41891 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17858 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 117324 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270352.000000 Penalty: 145996.140625
Iteration 259Q: 44 clusters Score -1.112704e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 7340 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83207 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41899 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17848 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117323 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270392.000000 Penalty: 145996.140625
Iteration 260F: 44 clusters Score -1.112704e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9680 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40494 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83208 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 41909 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17840 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117320 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270472.000000 Penalty: 145996.140625
Iteration 261Q: 44 clusters Score -1.112705e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40495 members 
Mstep: Class 10 contains 7343 members 
Mstep: Class 11 contains 161849 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83205 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41920 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17840 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117320 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8409 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270432.000000 Penalty: 145996.140625
Iteration 262Q: 44 clusters Score -1.112704e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40497 members 
Mstep: Class 10 contains 7342 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83201 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41930 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17834 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117321 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270432.000000 Penalty: 145996.140625
Iteration 263Q: 44 clusters Score -1.112704e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40504 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89742 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83198 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41939 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117324 members 
Mstep: Class 30 contains 47757 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270400.000000 Penalty: 145996.140625
Iteration 264Q: 44 clusters Score -1.112704e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40505 members 
Mstep: Class 10 contains 7339 members 
Mstep: Class 11 contains 161848 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83203 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41949 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117321 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270456.000000 Penalty: 145996.140625
Iteration 265Q: 44 clusters Score -1.112705e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40503 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51899 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83203 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41955 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2876 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270536.000000 Penalty: 145996.140625
Iteration 266Q: 44 clusters Score -1.112705e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40500 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83204 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41958 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17805 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117316 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2877 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270512.000000 Penalty: 145996.140625
Iteration 267Q: 44 clusters Score -1.112705e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40493 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161845 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83205 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41960 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17802 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 117314 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2878 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270592.000000 Penalty: 145996.140625
Iteration 268Q: 44 clusters Score -1.112706e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40483 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83209 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41963 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17793 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 117314 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2880 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270544.000000 Penalty: 145996.140625
Iteration 269Q: 44 clusters Score -1.112705e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 9643 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40469 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83209 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41965 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 117315 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8411 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2879 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270600.000000 Penalty: 145996.140625
Iteration 270Q: 44 clusters Score -1.112706e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 9642 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40458 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83211 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41970 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17793 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 117313 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8411 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2879 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270600.000000 Penalty: 145996.140625
Iteration 271Q: 44 clusters Score -1.112706e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 9641 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40445 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83213 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41973 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17790 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 117312 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8411 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2880 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270600.000000 Penalty: 145996.140625
Iteration 272Q: 44 clusters Score -1.112706e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 9643 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40440 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41981 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17779 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 117312 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2879 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270656.000000 Penalty: 145996.140625
Iteration 273Q: 44 clusters Score -1.112707e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40424 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161844 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83211 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41981 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17776 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 117314 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2880 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270616.000000 Penalty: 145996.140625
Iteration 274Q: 44 clusters Score -1.112706e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40414 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161842 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41988 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 117313 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270472.000000 Penalty: 145996.140625
Iteration 275Q: 44 clusters Score -1.112705e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40405 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161842 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 41996 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 17763 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4765 members 
Mstep: Class 29 contains 117310 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270600.000000 Penalty: 145996.140625
Iteration 276Q: 44 clusters Score -1.112706e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5413 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40393 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42008 members 
Mstep: Class 23 contains 7857 members 
Mstep: Class 24 contains 17756 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 117307 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270504.000000 Penalty: 145996.140625
Iteration 277Q: 44 clusters Score -1.112705e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5413 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 9652 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40391 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161841 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83214 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42013 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17750 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24186 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 117307 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270528.000000 Penalty: 145996.140625
Iteration 278Q: 44 clusters Score -1.112705e+08 nChanged 26
Entering ConstructFrom: 
Score: -111270528.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -794989.062500 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -794989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -789638.625000 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -789638.6 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -791046.437500 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -791046.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -791428.812500 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -791428.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -791789.562500 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -791789.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -792159.687500 Penalty: 4343.314453
	Iteration 4F: 3 clusters Score -792159.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -792555.625000 Penalty: 4343.314453
	Iteration 5F: 3 clusters Score -792555.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -792926.312500 Penalty: 4343.314453
	Iteration 6F: 3 clusters Score -792926.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -793235.625000 Penalty: 4343.314453
	Iteration 7F: 3 clusters Score -793235.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -793482.625000 Penalty: 4343.314453
	Iteration 8Q: 3 clusters Score -793482.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -793723.125000 Penalty: 4343.314453
	Iteration 9Q: 3 clusters Score -793723.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -793984.937500 Penalty: 4343.314453
	Iteration 10Q: 3 clusters Score -793984.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -794288.500000 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -794288.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -794514.000000 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -794514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -794646.375000 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -794646.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -794718.687500 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -794718.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -794761.750000 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -794761.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -794789.687500 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -794789.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -794810.062500 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -794810.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -794823.312500 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -794823.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -794849.812500 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -794849.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -794887.062500 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -794887.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -794920.687500 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -794920.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -794967.500000 Penalty: 4343.314453
	Iteration 22Q: 3 clusters Score -794967.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -795095.562500 Penalty: 4343.314453
	Iteration 23Q: 3 clusters Score -795095.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -795246.687500 Penalty: 4343.314453
	Iteration 24Q: 3 clusters Score -795246.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -795285.000000 Penalty: 4343.314453
	Iteration 25Q: 3 clusters Score -795285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -795299.187500 Penalty: 4343.314453
	Iteration 26Q: 3 clusters Score -795299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -795315.062500 Penalty: 4343.314453
	Iteration 27Q: 3 clusters Score -795315.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -795330.750000 Penalty: 4343.314453
	Iteration 28Q: 3 clusters Score -795330.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -795342.187500 Penalty: 4343.314453
	Iteration 29Q: 3 clusters Score -795342.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -795350.687500 Penalty: 4343.314453
	Iteration 30Q: 3 clusters Score -795350.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -795360.000000 Penalty: 4343.314453
	Iteration 31Q: 3 clusters Score -795360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -795367.875000 Penalty: 4343.314453
	Iteration 32Q: 3 clusters Score -795367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -795374.312500 Penalty: 4343.314453
	Iteration 33Q: 3 clusters Score -795374.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -795383.625000 Penalty: 4343.314453
	Iteration 34Q: 3 clusters Score -795383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -795389.062500 Penalty: 4343.314453
	Iteration 35Q: 3 clusters Score -795389.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -795395.687500 Penalty: 4343.314453
	Iteration 36Q: 3 clusters Score -795395.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -795402.437500 Penalty: 4343.314453
	Iteration 37Q: 3 clusters Score -795402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -795408.250000 Penalty: 4343.314453
	Iteration 38Q: 3 clusters Score -795408.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -795417.625000 Penalty: 4343.314453
	Iteration 39Q: 3 clusters Score -795417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795420.812500 Penalty: 4343.314453
	Iteration 40F: 3 clusters Score -795420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -795428.187500 Penalty: 4343.314453
	Iteration 41Q: 3 clusters Score -795428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -795435.812500 Penalty: 4343.314453
	Iteration 42Q: 3 clusters Score -795435.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -795444.187500 Penalty: 4343.314453
	Iteration 43Q: 3 clusters Score -795444.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -795453.125000 Penalty: 4343.314453
	Iteration 44Q: 3 clusters Score -795453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -795461.562500 Penalty: 4343.314453
	Iteration 45Q: 3 clusters Score -795461.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -795471.000000 Penalty: 4343.314453
	Iteration 46Q: 3 clusters Score -795471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -795483.625000 Penalty: 4343.314453
	Iteration 47Q: 3 clusters Score -795483.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -795494.562500 Penalty: 4343.314453
	Iteration 48Q: 3 clusters Score -795494.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -795502.750000 Penalty: 4343.314453
	Iteration 49Q: 3 clusters Score -795502.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -795510.937500 Penalty: 4343.314453
	Iteration 50Q: 3 clusters Score -795510.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -795517.812500 Penalty: 4343.314453
	Iteration 51Q: 3 clusters Score -795517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -795522.625000 Penalty: 4343.314453
	Iteration 52Q: 3 clusters Score -795522.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -795533.375000 Penalty: 4343.314453
	Iteration 53Q: 3 clusters Score -795533.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -795542.625000 Penalty: 4343.314453
	Iteration 54Q: 3 clusters Score -795542.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -795548.062500 Penalty: 4343.314453
	Iteration 55Q: 3 clusters Score -795548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -795553.062500 Penalty: 4343.314453
	Iteration 56Q: 3 clusters Score -795553.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -795556.875000 Penalty: 4343.314453
	Iteration 57Q: 3 clusters Score -795556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -795559.437500 Penalty: 4343.314453
	Iteration 58Q: 3 clusters Score -795559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -795565.875000 Penalty: 4343.314453
	Iteration 59Q: 3 clusters Score -795565.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -795571.687500 Penalty: 4343.314453
	Iteration 60F: 3 clusters Score -795571.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -795577.000000 Penalty: 4343.314453
	Iteration 61Q: 3 clusters Score -795577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -795580.500000 Penalty: 4343.314453
	Iteration 62Q: 3 clusters Score -795580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -795583.000000 Penalty: 4343.314453
	Iteration 63Q: 3 clusters Score -795583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -795587.125000 Penalty: 4343.314453
	Iteration 64Q: 3 clusters Score -795587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -795586.687500 Penalty: 4343.314453
	Iteration 65Q: 3 clusters Score -795586.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -795588.062500 Penalty: 4343.314453
	Iteration 66Q: 3 clusters Score -795588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -795590.125000 Penalty: 4343.314453
	Iteration 67Q: 3 clusters Score -795590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -795589.562500 Penalty: 4343.314453
	Iteration 68Q: 3 clusters Score -795589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -795591.437500 Penalty: 4343.314453
	Iteration 69Q: 3 clusters Score -795591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -795591.187500 Penalty: 4343.314453
	Iteration 70Q: 3 clusters Score -795591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -795591.437500 Penalty: 4343.314453
	Iteration 71Q: 3 clusters Score -795591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -795591.437500 Penalty: 4343.314453
	Iteration 72F: 3 clusters Score -795591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42018 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 117306 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30506 members 
Mstep: Class 44 contains 2172 members 
Entering Unmasked Estep 
Score: -111270072.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111270528.000000 to -111270072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -687748.750000 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -687748.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -682983.125000 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -682983.1 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -684237.750000 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -684237.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -684506.687500 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -684506.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -684701.187500 Penalty: 4263.984863
	Iteration 3F: 3 clusters Score -684701.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -684876.125000 Penalty: 4263.984863
	Iteration 4Q: 3 clusters Score -684876.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -685044.687500 Penalty: 4263.984863
	Iteration 5Q: 3 clusters Score -685044.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -685228.312500 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -685228.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -685416.312500 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -685416.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -685589.375000 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -685589.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -685716.250000 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -685716.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -685833.937500 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -685833.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -685932.562500 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -685932.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -686020.062500 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -686020.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -686116.125000 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -686116.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -686235.250000 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -686235.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -686363.062500 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -686363.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -686516.500000 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -686516.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -686643.625000 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -686643.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -686751.000000 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -686751 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -686865.312500 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -686865.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -686961.375000 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -686961.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -687012.375000 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -687012.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -687035.125000 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -687035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -687046.750000 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -687046.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -687056.000000 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -687056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -687059.375000 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -687059.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -687063.437500 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -687063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -687063.625000 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -687063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -687063.937500 Penalty: 4263.984863
	Iteration 28Q: 3 clusters Score -687063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -687063.937500 Penalty: 4263.984863
	Iteration 29F: 3 clusters Score -687063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Entering Unmasked Estep 
Score: -1676425.750000 Penalty: 2347.776855
	Iteration 0F: 2 clusters Score -1676426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1666886.625000 Penalty: 4695.553711
	Iteration 0F: 3 clusters Score -1666887 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1669737.125000 Penalty: 4695.553711
	Iteration 1F: 3 clusters Score -1669737 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1670079.875000 Penalty: 4695.553711
	Iteration 2F: 3 clusters Score -1670080 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1670311.500000 Penalty: 4695.553711
	Iteration 3Q: 3 clusters Score -1670312 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1670490.750000 Penalty: 4695.553711
	Iteration 4Q: 3 clusters Score -1670491 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1670646.250000 Penalty: 4695.553711
	Iteration 5Q: 3 clusters Score -1670646 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1670789.500000 Penalty: 4695.553711
	Iteration 6Q: 3 clusters Score -1670790 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1670919.125000 Penalty: 4695.553711
	Iteration 7Q: 3 clusters Score -1670919 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1671035.250000 Penalty: 4695.553711
	Iteration 8Q: 3 clusters Score -1671035 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1671162.125000 Penalty: 4695.553711
	Iteration 9Q: 3 clusters Score -1671162 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1671278.000000 Penalty: 4695.553711
	Iteration 10Q: 3 clusters Score -1671278 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1671419.875000 Penalty: 4695.553711
	Iteration 11Q: 3 clusters Score -1671420 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1671565.625000 Penalty: 4695.553711
	Iteration 12Q: 3 clusters Score -1671566 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1671701.000000 Penalty: 4695.553711
	Iteration 13Q: 3 clusters Score -1671701 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1671834.250000 Penalty: 4695.553711
	Iteration 14Q: 3 clusters Score -1671834 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1671983.875000 Penalty: 4695.553711
	Iteration 15Q: 3 clusters Score -1671984 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1672137.875000 Penalty: 4695.553711
	Iteration 16Q: 3 clusters Score -1672138 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1672282.750000 Penalty: 4695.553711
	Iteration 17Q: 3 clusters Score -1672283 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1672458.750000 Penalty: 4695.553711
	Iteration 18Q: 3 clusters Score -1672459 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1672649.250000 Penalty: 4695.553711
	Iteration 19Q: 3 clusters Score -1672649 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1672824.250000 Penalty: 4695.553711
	Iteration 20F: 3 clusters Score -1672824 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1673022.750000 Penalty: 4695.553711
	Iteration 21Q: 3 clusters Score -1673023 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1673192.250000 Penalty: 4695.553711
	Iteration 22Q: 3 clusters Score -1673192 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1673367.875000 Penalty: 4695.553711
	Iteration 23Q: 3 clusters Score -1673368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1673534.625000 Penalty: 4695.553711
	Iteration 24Q: 3 clusters Score -1673535 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1673661.250000 Penalty: 4695.553711
	Iteration 25Q: 3 clusters Score -1673661 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1673832.125000 Penalty: 4695.553711
	Iteration 26Q: 3 clusters Score -1673832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1673979.125000 Penalty: 4695.553711
	Iteration 27Q: 3 clusters Score -1673979 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1674144.750000 Penalty: 4695.553711
	Iteration 28Q: 3 clusters Score -1674145 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1674277.875000 Penalty: 4695.553711
	Iteration 29Q: 3 clusters Score -1674278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1674361.375000 Penalty: 4695.553711
	Iteration 30Q: 3 clusters Score -1674361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1674459.250000 Penalty: 4695.553711
	Iteration 31Q: 3 clusters Score -1674459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1674533.500000 Penalty: 4695.553711
	Iteration 32Q: 3 clusters Score -1674534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1674569.125000 Penalty: 4695.553711
	Iteration 33Q: 3 clusters Score -1674569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1674588.375000 Penalty: 4695.553711
	Iteration 34Q: 3 clusters Score -1674588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1674605.625000 Penalty: 4695.553711
	Iteration 35Q: 3 clusters Score -1674606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1674622.500000 Penalty: 4695.553711
	Iteration 36Q: 3 clusters Score -1674622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1674635.875000 Penalty: 4695.553711
	Iteration 37Q: 3 clusters Score -1674636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1674640.875000 Penalty: 4695.553711
	Iteration 38Q: 3 clusters Score -1674641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1674647.750000 Penalty: 4695.553711
	Iteration 39Q: 3 clusters Score -1674648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1674654.625000 Penalty: 4695.553711
	Iteration 40F: 3 clusters Score -1674655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1674657.000000 Penalty: 4695.553711
	Iteration 41Q: 3 clusters Score -1674657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1674662.625000 Penalty: 4695.553711
	Iteration 42Q: 3 clusters Score -1674663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1674662.500000 Penalty: 4695.553711
	Iteration 43Q: 3 clusters Score -1674662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1674663.375000 Penalty: 4695.553711
	Iteration 44Q: 3 clusters Score -1674663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1674666.250000 Penalty: 4695.553711
	Iteration 45Q: 3 clusters Score -1674666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1674667.375000 Penalty: 4695.553711
	Iteration 46Q: 3 clusters Score -1674667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1674666.875000 Penalty: 4695.553711
	Iteration 47Q: 3 clusters Score -1674667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1674668.500000 Penalty: 4695.553711
	Iteration 48Q: 3 clusters Score -1674668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1674668.000000 Penalty: 4695.553711
	Iteration 49Q: 3 clusters Score -1674668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1674666.625000 Penalty: 4695.553711
	Iteration 50Q: 3 clusters Score -1674667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1674666.625000 Penalty: 4695.553711
	Iteration 51F: 3 clusters Score -1674667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Entering Unmasked Estep 
Score: -1171881.875000 Penalty: 2275.406006
	Iteration 0F: 2 clusters Score -1171882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1164449.250000 Penalty: 4550.812012
	Iteration 0F: 3 clusters Score -1164449 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1166617.000000 Penalty: 4550.812012
	Iteration 1F: 3 clusters Score -1166617 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1166950.375000 Penalty: 4550.812012
	Iteration 2F: 3 clusters Score -1166950 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1167220.000000 Penalty: 4550.812012
	Iteration 3F: 3 clusters Score -1167220 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1167459.125000 Penalty: 4550.812012
	Iteration 4Q: 3 clusters Score -1167459 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1167668.125000 Penalty: 4550.812012
	Iteration 5Q: 3 clusters Score -1167668 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1167849.125000 Penalty: 4550.812012
	Iteration 6Q: 3 clusters Score -1167849 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1168009.375000 Penalty: 4550.812012
	Iteration 7Q: 3 clusters Score -1168009 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1168174.000000 Penalty: 4550.812012
	Iteration 8Q: 3 clusters Score -1168174 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1168319.375000 Penalty: 4550.812012
	Iteration 9Q: 3 clusters Score -1168319 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1168470.000000 Penalty: 4550.812012
	Iteration 10Q: 3 clusters Score -1168470 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1168637.000000 Penalty: 4550.812012
	Iteration 11Q: 3 clusters Score -1168637 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1168825.750000 Penalty: 4550.812012
	Iteration 12Q: 3 clusters Score -1168826 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1169007.750000 Penalty: 4550.812012
	Iteration 13Q: 3 clusters Score -1169008 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1169215.875000 Penalty: 4550.812012
	Iteration 14Q: 3 clusters Score -1169216 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1169409.875000 Penalty: 4550.812012
	Iteration 15Q: 3 clusters Score -1169410 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1169603.250000 Penalty: 4550.812012
	Iteration 16Q: 3 clusters Score -1169603 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1169796.500000 Penalty: 4550.812012
	Iteration 17Q: 3 clusters Score -1169796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1169988.125000 Penalty: 4550.812012
	Iteration 18Q: 3 clusters Score -1169988 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1170161.125000 Penalty: 4550.812012
	Iteration 19Q: 3 clusters Score -1170161 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1170275.375000 Penalty: 4550.812012
	Iteration 20F: 3 clusters Score -1170275 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1170370.250000 Penalty: 4550.812012
	Iteration 21Q: 3 clusters Score -1170370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1170440.250000 Penalty: 4550.812012
	Iteration 22Q: 3 clusters Score -1170440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1170475.625000 Penalty: 4550.812012
	Iteration 23Q: 3 clusters Score -1170476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1170508.750000 Penalty: 4550.812012
	Iteration 24Q: 3 clusters Score -1170509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1170531.125000 Penalty: 4550.812012
	Iteration 25Q: 3 clusters Score -1170531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1170553.875000 Penalty: 4550.812012
	Iteration 26Q: 3 clusters Score -1170554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1170583.625000 Penalty: 4550.812012
	Iteration 27Q: 3 clusters Score -1170584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1170609.125000 Penalty: 4550.812012
	Iteration 28Q: 3 clusters Score -1170609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1170632.250000 Penalty: 4550.812012
	Iteration 29Q: 3 clusters Score -1170632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1170644.375000 Penalty: 4550.812012
	Iteration 30Q: 3 clusters Score -1170644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1170661.625000 Penalty: 4550.812012
	Iteration 31Q: 3 clusters Score -1170662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1170673.750000 Penalty: 4550.812012
	Iteration 32Q: 3 clusters Score -1170674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1170682.375000 Penalty: 4550.812012
	Iteration 33Q: 3 clusters Score -1170682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1170688.875000 Penalty: 4550.812012
	Iteration 34Q: 3 clusters Score -1170689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1170693.500000 Penalty: 4550.812012
	Iteration 35Q: 3 clusters Score -1170694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1170698.125000 Penalty: 4550.812012
	Iteration 36Q: 3 clusters Score -1170698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1170701.750000 Penalty: 4550.812012
	Iteration 37Q: 3 clusters Score -1170702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1170702.500000 Penalty: 4550.812012
	Iteration 38Q: 3 clusters Score -1170702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1170704.125000 Penalty: 4550.812012
	Iteration 39Q: 3 clusters Score -1170704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1170701.125000 Penalty: 4550.812012
	Iteration 40F: 3 clusters Score -1170701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1170702.750000 Penalty: 4550.812012
	Iteration 41Q: 3 clusters Score -1170703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1170702.750000 Penalty: 4550.812012
	Iteration 42F: 3 clusters Score -1170703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -197922.625000 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197922.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198414.250000 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198414.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198586.484375 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198586.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -198707.546875 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -198707.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198810.218750 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198810.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198883.937500 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198883.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198931.328125 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198931.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -198980.750000 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198980.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -199034.234375 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -199034.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -199062.000000 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -199062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -199076.484375 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -199076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -199083.890625 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -199083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199093.000000 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -199093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199101.359375 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -199101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199105.484375 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -199105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -199106.390625 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -199106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199107.046875 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -199107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199107.046875 Penalty: 3692.927002
	Iteration 17F: 3 clusters Score -199107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -60303.644531 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -60303.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58849.417969 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -58849.42 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59170.410156 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -59170.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59369.937500 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -59369.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59701.449219 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -59701.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59965.253906 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -59965.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60215.519531 Penalty: 3093.239258
	Iteration 5F: 3 clusters Score -60215.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60426.585938 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -60426.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60501.417969 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -60501.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60530.347656 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -60530.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60530.347656 Penalty: 3093.239258
	Iteration 9F: 3 clusters Score -60530.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 143 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42018 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 117306 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30506 members 
Mstep: Class 44 contains 368 members 
Entering Unmasked Estep 
Score: -111268912.000000 Penalty: 149391.406250
Splitting cluster 6 changes total score from -111270528.000000 to -111268912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -233835.265625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -233835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -231296.531250 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -231296.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231766.000000 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -231766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -231904.312500 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -231904.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -231965.234375 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -231965.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -232014.750000 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -232014.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232037.187500 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -232037.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -232055.093750 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -232055.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -232073.093750 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -232073.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -232091.968750 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -232092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232102.140625 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -232102.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -232110.765625 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -232110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -232117.546875 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -232117.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -232123.187500 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -232123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -232129.734375 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -232129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -232138.671875 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -232138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -232148.515625 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -232148.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232160.562500 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -232160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -232169.265625 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -232169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232173.187500 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -232173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -232174.500000 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -232174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -232177.093750 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -232177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -232177.718750 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -232177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -232179.109375 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -232179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232180.750000 Penalty: 3739.093506
	Iteration 23Q: 3 clusters Score -232180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -232183.265625 Penalty: 3739.093506
	Iteration 24Q: 3 clusters Score -232183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -232184.640625 Penalty: 3739.093506
	Iteration 25Q: 3 clusters Score -232184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -232184.640625 Penalty: 3739.093506
	Iteration 26F: 3 clusters Score -232184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83946.921875 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -83946.92 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84592.132812 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84592.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85237.546875 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -85237.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85496.882812 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85496.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85556.882812 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -85556.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85591.554688 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85591.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85637.078125 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85637.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85699.648438 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -85699.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85742.750000 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -85742.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85779.109375 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -85779.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85825.609375 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -85825.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85858.875000 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -85858.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85888.093750 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -85888.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85950.656250 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -85950.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86102.632812 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -86102.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86245.992188 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -86245.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86344.140625 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -86344.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86615.937500 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -86615.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86688.453125 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -86688.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86700.078125 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -86700.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86723.750000 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -86723.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86761.125000 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -86761.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86822.132812 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -86822.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86875.007812 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -86875.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86881.796875 Penalty: 3298.538330
	Iteration 24Q: 3 clusters Score -86881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86881.796875 Penalty: 3298.538330
	Iteration 25F: 3 clusters Score -86881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42018 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 117306 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30506 members 
Mstep: Class 44 contains 264 members 
Entering Unmasked Estep 
Score: -111270064.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111270528.000000 to -111270064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (40386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Entering Unmasked Estep 
Score: -5198948.500000 Penalty: 2630.347168
	Iteration 0F: 2 clusters Score -5198948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5171707.500000 Penalty: 5260.694336
	Iteration 0F: 3 clusters Score -5171708 nChanged 18367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5181664.500000 Penalty: 5260.694336
	Iteration 1F: 3 clusters Score -5181664 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -5182171.500000 Penalty: 5260.694336
	Iteration 2Q: 3 clusters Score -5182172 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5182764.500000 Penalty: 5260.694336
	Iteration 3Q: 3 clusters Score -5182764 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5183404.500000 Penalty: 5260.694336
	Iteration 4Q: 3 clusters Score -5183404 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5184278.500000 Penalty: 5260.694336
	Iteration 5Q: 3 clusters Score -5184278 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -5185390.000000 Penalty: 5260.694336
	Iteration 6F: 3 clusters Score -5185390 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -5186818.500000 Penalty: 5260.694336
	Iteration 7F: 3 clusters Score -5186818 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5188609.000000 Penalty: 5260.694336
	Iteration 8F: 3 clusters Score -5188609 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5190571.000000 Penalty: 5260.694336
	Iteration 9F: 3 clusters Score -5190571 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5192473.000000 Penalty: 5260.694336
	Iteration 10F: 3 clusters Score -5192473 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -5193962.000000 Penalty: 5260.694336
	Iteration 11Q: 3 clusters Score -5193962 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -5195056.000000 Penalty: 5260.694336
	Iteration 12Q: 3 clusters Score -5195056 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -5195814.000000 Penalty: 5260.694336
	Iteration 13Q: 3 clusters Score -5195814 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -5196306.000000 Penalty: 5260.694336
	Iteration 14Q: 3 clusters Score -5196306 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5196649.000000 Penalty: 5260.694336
	Iteration 15Q: 3 clusters Score -5196649 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -5196833.500000 Penalty: 5260.694336
	Iteration 16Q: 3 clusters Score -5196834 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5196996.500000 Penalty: 5260.694336
	Iteration 17Q: 3 clusters Score -5196996 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5197129.000000 Penalty: 5260.694336
	Iteration 18Q: 3 clusters Score -5197129 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -5197218.000000 Penalty: 5260.694336
	Iteration 19Q: 3 clusters Score -5197218 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -5197269.500000 Penalty: 5260.694336
	Iteration 20F: 3 clusters Score -5197270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5197321.500000 Penalty: 5260.694336
	Iteration 21Q: 3 clusters Score -5197322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -5197364.500000 Penalty: 5260.694336
	Iteration 22Q: 3 clusters Score -5197364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -5197379.000000 Penalty: 5260.694336
	Iteration 23Q: 3 clusters Score -5197379 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -5197375.000000 Penalty: 5260.694336
	Iteration 24Q: 3 clusters Score -5197375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5197372.000000 Penalty: 5260.694336
	Iteration 25Q: 3 clusters Score -5197372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5197382.000000 Penalty: 5260.694336
	Iteration 26Q: 3 clusters Score -5197382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5197395.500000 Penalty: 5260.694336
	Iteration 27Q: 3 clusters Score -5197396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5197409.500000 Penalty: 5260.694336
	Iteration 28Q: 3 clusters Score -5197410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -5197411.000000 Penalty: 5260.694336
	Iteration 29Q: 3 clusters Score -5197411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -5197414.000000 Penalty: 5260.694336
	Iteration 30Q: 3 clusters Score -5197414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5197409.500000 Penalty: 5260.694336
	Iteration 31Q: 3 clusters Score -5197410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5197419.500000 Penalty: 5260.694336
	Iteration 32Q: 3 clusters Score -5197420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5197421.000000 Penalty: 5260.694336
	Iteration 33Q: 3 clusters Score -5197421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -5197426.500000 Penalty: 5260.694336
	Iteration 34Q: 3 clusters Score -5197426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5197426.000000 Penalty: 5260.694336
	Iteration 35Q: 3 clusters Score -5197426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5197423.500000 Penalty: 5260.694336
	Iteration 36Q: 3 clusters Score -5197424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -5197419.500000 Penalty: 5260.694336
	Iteration 37Q: 3 clusters Score -5197420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -5197429.000000 Penalty: 5260.694336
	Iteration 38Q: 3 clusters Score -5197429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5197429.500000 Penalty: 5260.694336
	Iteration 39Q: 3 clusters Score -5197430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5197417.500000 Penalty: 5260.694336
	Iteration 40F: 3 clusters Score -5197418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -5197422.500000 Penalty: 5260.694336
	Iteration 41Q: 3 clusters Score -5197422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5197416.000000 Penalty: 5260.694336
	Iteration 42Q: 3 clusters Score -5197416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5197415.500000 Penalty: 5260.694336
	Iteration 43Q: 3 clusters Score -5197416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5197423.000000 Penalty: 5260.694336
	Iteration 44Q: 3 clusters Score -5197423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5197426.500000 Penalty: 5260.694336
	Iteration 45Q: 3 clusters Score -5197426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5197430.000000 Penalty: 5260.694336
	Iteration 46Q: 3 clusters Score -5197430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5197434.000000 Penalty: 5260.694336
	Iteration 47Q: 3 clusters Score -5197434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -5197430.500000 Penalty: 5260.694336
	Iteration 48Q: 3 clusters Score -5197430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5197429.000000 Penalty: 5260.694336
	Iteration 49Q: 3 clusters Score -5197429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5197429.000000 Penalty: 5260.694336
	Iteration 50Q: 3 clusters Score -5197429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5197435.500000 Penalty: 5260.694336
	Iteration 51Q: 3 clusters Score -5197436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5197439.500000 Penalty: 5260.694336
	Iteration 52Q: 3 clusters Score -5197440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5197441.500000 Penalty: 5260.694336
	Iteration 53Q: 3 clusters Score -5197442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5197438.000000 Penalty: 5260.694336
	Iteration 54Q: 3 clusters Score -5197438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5197439.500000 Penalty: 5260.694336
	Iteration 55Q: 3 clusters Score -5197440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5197439.500000 Penalty: 5260.694336
	Iteration 56F: 3 clusters Score -5197440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -927498.625000 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -927498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -921482.500000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -921482.5 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -923065.000000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -923065 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -923401.250000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -923401.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -923694.000000 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -923694 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -923949.750000 Penalty: 4415.550781
	Iteration 4F: 3 clusters Score -923949.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -924270.250000 Penalty: 4415.550781
	Iteration 5F: 3 clusters Score -924270.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -924619.125000 Penalty: 4415.550781
	Iteration 6F: 3 clusters Score -924619.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -924942.750000 Penalty: 4415.550781
	Iteration 7F: 3 clusters Score -924942.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -925210.375000 Penalty: 4415.550781
	Iteration 8F: 3 clusters Score -925210.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -925439.625000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -925439.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -925606.812500 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -925606.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -925695.812500 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -925695.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -925766.750000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -925766.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -925821.937500 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -925821.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -925860.437500 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -925860.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -925888.000000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -925888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -925908.937500 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -925908.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -925925.062500 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -925925.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -925939.500000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -925939.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -925950.812500 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -925950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -925966.937500 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -925966.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -925981.375000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -925981.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -925996.875000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -925996.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -926030.500000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -926030.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -926091.437500 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -926091.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -926169.625000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -926169.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -926217.187500 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -926217.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -926246.687500 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -926246.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -926264.437500 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -926264.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -926275.562500 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -926275.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -926287.375000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -926287.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -926299.250000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -926299.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -926304.125000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -926304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -926311.312500 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -926311.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -926318.562500 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -926318.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -926324.562500 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -926324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -926326.875000 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -926326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -926329.687500 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -926329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -926330.375000 Penalty: 4415.550781
	Iteration 38Q: 3 clusters Score -926330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -926332.187500 Penalty: 4415.550781
	Iteration 39Q: 3 clusters Score -926332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -926333.562500 Penalty: 4415.550781
	Iteration 40F: 3 clusters Score -926333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -926333.812500 Penalty: 4415.550781
	Iteration 41Q: 3 clusters Score -926333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -926335.750000 Penalty: 4415.550781
	Iteration 42Q: 3 clusters Score -926335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -926338.500000 Penalty: 4415.550781
	Iteration 43Q: 3 clusters Score -926338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -926339.437500 Penalty: 4415.550781
	Iteration 44Q: 3 clusters Score -926339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -926342.375000 Penalty: 4415.550781
	Iteration 45Q: 3 clusters Score -926342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -926341.625000 Penalty: 4415.550781
	Iteration 46Q: 3 clusters Score -926341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -926342.625000 Penalty: 4415.550781
	Iteration 47Q: 3 clusters Score -926342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -926342.750000 Penalty: 4415.550781
	Iteration 48Q: 3 clusters Score -926342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -926342.250000 Penalty: 4415.550781
	Iteration 49Q: 3 clusters Score -926342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -926342.625000 Penalty: 4415.550781
	Iteration 50Q: 3 clusters Score -926342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -926343.375000 Penalty: 4415.550781
	Iteration 51Q: 3 clusters Score -926343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -926343.375000 Penalty: 4415.550781
	Iteration 52F: 3 clusters Score -926343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161840 members 
Entering Unmasked Estep 
Score: -21206452.000000 Penalty: 2974.602295
	Iteration 0F: 2 clusters Score -2.120645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -21097792.000000 Penalty: 5949.204590
	Iteration 0F: 3 clusters Score -2.109779e+07 nChanged 77634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -21142900.000000 Penalty: 5949.204590
	Iteration 1F: 3 clusters Score -2.11429e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -21143976.000000 Penalty: 5949.204590
	Iteration 2Q: 3 clusters Score -2.114398e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -21145446.000000 Penalty: 5949.204590
	Iteration 3Q: 3 clusters Score -2.114545e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -21146972.000000 Penalty: 5949.204590
	Iteration 4Q: 3 clusters Score -2.114697e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -21149208.000000 Penalty: 5949.204590
	Iteration 5Q: 3 clusters Score -2.114921e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -21152410.000000 Penalty: 5949.204590
	Iteration 6Q: 3 clusters Score -2.115241e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -21157394.000000 Penalty: 5949.204590
	Iteration 7F: 3 clusters Score -2.115739e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112499 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -21164680.000000 Penalty: 5949.204590
	Iteration 8F: 3 clusters Score -2.116468e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -21173638.000000 Penalty: 5949.204590
	Iteration 9F: 3 clusters Score -2.117364e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -21182824.000000 Penalty: 5949.204590
	Iteration 10F: 3 clusters Score -2.118282e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -21190036.000000 Penalty: 5949.204590
	Iteration 11Q: 3 clusters Score -2.119004e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -21195198.000000 Penalty: 5949.204590
	Iteration 12Q: 3 clusters Score -2.11952e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -21198152.000000 Penalty: 5949.204590
	Iteration 13Q: 3 clusters Score -2.119815e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -21200286.000000 Penalty: 5949.204590
	Iteration 14Q: 3 clusters Score -2.120029e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -21201584.000000 Penalty: 5949.204590
	Iteration 15Q: 3 clusters Score -2.120158e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -21202606.000000 Penalty: 5949.204590
	Iteration 16Q: 3 clusters Score -2.120261e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -21203260.000000 Penalty: 5949.204590
	Iteration 17Q: 3 clusters Score -2.120326e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -21203624.000000 Penalty: 5949.204590
	Iteration 18Q: 3 clusters Score -2.120362e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -21203874.000000 Penalty: 5949.204590
	Iteration 19Q: 3 clusters Score -2.120387e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -21204092.000000 Penalty: 5949.204590
	Iteration 20F: 3 clusters Score -2.120409e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -21204246.000000 Penalty: 5949.204590
	Iteration 21Q: 3 clusters Score -2.120425e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158459 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -21204322.000000 Penalty: 5949.204590
	Iteration 22Q: 3 clusters Score -2.120432e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -21204388.000000 Penalty: 5949.204590
	Iteration 23Q: 3 clusters Score -2.120439e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -21204462.000000 Penalty: 5949.204590
	Iteration 24Q: 3 clusters Score -2.120446e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158896 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -21204466.000000 Penalty: 5949.204590
	Iteration 25Q: 3 clusters Score -2.120447e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21204518.000000 Penalty: 5949.204590
	Iteration 26Q: 3 clusters Score -2.120452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159036 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21204526.000000 Penalty: 5949.204590
	Iteration 27Q: 3 clusters Score -2.120453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159097 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21204514.000000 Penalty: 5949.204590
	Iteration 28Q: 3 clusters Score -2.120451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159149 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21204538.000000 Penalty: 5949.204590
	Iteration 29Q: 3 clusters Score -2.120454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21204546.000000 Penalty: 5949.204590
	Iteration 30Q: 3 clusters Score -2.120455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21204572.000000 Penalty: 5949.204590
	Iteration 31Q: 3 clusters Score -2.120457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21204562.000000 Penalty: 5949.204590
	Iteration 32Q: 3 clusters Score -2.120456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -21204596.000000 Penalty: 5949.204590
	Iteration 33Q: 3 clusters Score -2.12046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21204606.000000 Penalty: 5949.204590
	Iteration 34Q: 3 clusters Score -2.120461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159281 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21204610.000000 Penalty: 5949.204590
	Iteration 35Q: 3 clusters Score -2.120461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159293 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21204602.000000 Penalty: 5949.204590
	Iteration 36Q: 3 clusters Score -2.12046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159304 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21204612.000000 Penalty: 5949.204590
	Iteration 37Q: 3 clusters Score -2.120461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159315 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21204620.000000 Penalty: 5949.204590
	Iteration 38Q: 3 clusters Score -2.120462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21204610.000000 Penalty: 5949.204590
	Iteration 39Q: 3 clusters Score -2.120461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21204606.000000 Penalty: 5949.204590
	Iteration 40F: 3 clusters Score -2.120461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21204636.000000 Penalty: 5949.204590
	Iteration 41Q: 3 clusters Score -2.120464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21204610.000000 Penalty: 5949.204590
	Iteration 42Q: 3 clusters Score -2.120461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21204624.000000 Penalty: 5949.204590
	Iteration 43Q: 3 clusters Score -2.120462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21204620.000000 Penalty: 5949.204590
	Iteration 44Q: 3 clusters Score -2.120462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159414 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -21204636.000000 Penalty: 5949.204590
	Iteration 45Q: 3 clusters Score -2.120464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21204642.000000 Penalty: 5949.204590
	Iteration 46Q: 3 clusters Score -2.120464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -21204640.000000 Penalty: 5949.204590
	Iteration 47Q: 3 clusters Score -2.120464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21204640.000000 Penalty: 5949.204590
	Iteration 48Q: 3 clusters Score -2.120464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -21204654.000000 Penalty: 5949.204590
	Iteration 49Q: 3 clusters Score -2.120465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -21204682.000000 Penalty: 5949.204590
	Iteration 50Q: 3 clusters Score -2.120468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -21204696.000000 Penalty: 5949.204590
	Iteration 51Q: 3 clusters Score -2.12047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -21204696.000000 Penalty: 5949.204590
	Iteration 52Q: 3 clusters Score -2.12047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -21204702.000000 Penalty: 5949.204590
	Iteration 53Q: 3 clusters Score -2.12047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21204694.000000 Penalty: 5949.204590
	Iteration 54Q: 3 clusters Score -2.120469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21204694.000000 Penalty: 5949.204590
	Iteration 55Q: 3 clusters Score -2.120469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21204694.000000 Penalty: 5949.204590
	Iteration 56Q: 3 clusters Score -2.120469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159567 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -21204690.000000 Penalty: 5949.204590
	Iteration 57Q: 3 clusters Score -2.120469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21204684.000000 Penalty: 5949.204590
	Iteration 58Q: 3 clusters Score -2.120468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21204712.000000 Penalty: 5949.204590
	Iteration 59Q: 3 clusters Score -2.120471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21204704.000000 Penalty: 5949.204590
	Iteration 60F: 3 clusters Score -2.12047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159588 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21204704.000000 Penalty: 5949.204590
	Iteration 61Q: 3 clusters Score -2.12047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21204714.000000 Penalty: 5949.204590
	Iteration 62Q: 3 clusters Score -2.120471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21204712.000000 Penalty: 5949.204590
	Iteration 63Q: 3 clusters Score -2.120471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -21204706.000000 Penalty: 5949.204590
	Iteration 64Q: 3 clusters Score -2.120471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21204694.000000 Penalty: 5949.204590
	Iteration 65Q: 3 clusters Score -2.120469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159607 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21204696.000000 Penalty: 5949.204590
	Iteration 66Q: 3 clusters Score -2.12047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21204696.000000 Penalty: 5949.204590
	Iteration 67Q: 3 clusters Score -2.12047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159619 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21204702.000000 Penalty: 5949.204590
	Iteration 68Q: 3 clusters Score -2.12047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21204704.000000 Penalty: 5949.204590
	Iteration 69Q: 3 clusters Score -2.12047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159630 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -21204704.000000 Penalty: 5949.204590
	Iteration 70Q: 3 clusters Score -2.12047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21204694.000000 Penalty: 5949.204590
	Iteration 71Q: 3 clusters Score -2.120469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159637 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21204702.000000 Penalty: 5949.204590
	Iteration 72Q: 3 clusters Score -2.12047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21204700.000000 Penalty: 5949.204590
	Iteration 73Q: 3 clusters Score -2.12047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159637 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21204698.000000 Penalty: 5949.204590
	Iteration 74Q: 3 clusters Score -2.12047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21204698.000000 Penalty: 5949.204590
	Iteration 75Q: 3 clusters Score -2.12047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21204698.000000 Penalty: 5949.204590
	Iteration 76Q: 3 clusters Score -2.12047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -21204704.000000 Penalty: 5949.204590
	Iteration 77Q: 3 clusters Score -2.12047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21204714.000000 Penalty: 5949.204590
	Iteration 78Q: 3 clusters Score -2.120471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21204716.000000 Penalty: 5949.204590
	Iteration 79Q: 3 clusters Score -2.120472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21204716.000000 Penalty: 5949.204590
	Iteration 80F: 3 clusters Score -2.120472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -763018.250000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -763018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -757936.625000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -757936.6 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -759179.625000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -759179.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -759368.312500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -759368.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -759488.250000 Penalty: 4308.636719
	Iteration 3Q: 3 clusters Score -759488.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -759571.125000 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -759571.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -759637.125000 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -759637.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -759705.562500 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -759705.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -759762.812500 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -759762.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -759814.500000 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -759814.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -759862.437500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -759862.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -759907.562500 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -759907.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -759973.312500 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -759973.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -760072.875000 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -760072.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -760214.125000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -760214.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -760379.187500 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -760379.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -760574.375000 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -760574.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -760749.625000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -760749.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -760896.375000 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -760896.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -761014.250000 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -761014.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -761110.812500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -761110.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -761190.937500 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -761190.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -761252.250000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -761252.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -761305.687500 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -761305.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -761347.250000 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -761347.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -761367.812500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -761367.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -761381.125000 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -761381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -761390.125000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -761390.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -761401.875000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -761401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -761419.187500 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -761419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -761427.250000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -761427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -761430.750000 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -761430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -761435.125000 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -761435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -761436.250000 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -761436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -761438.875000 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -761438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -761443.500000 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -761443.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -761448.000000 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -761448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -761450.875000 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -761450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -761452.000000 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -761452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -761454.187500 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -761454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -761456.812500 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -761456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -761456.500000 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -761456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -761457.125000 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -761457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -761456.750000 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -761456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -761457.437500 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -761457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -761457.437500 Penalty: 4308.636719
	Iteration 44F: 3 clusters Score -761457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Entering Unmasked Estep 
Score: -878459.750000 Penalty: 2188.008789
	Iteration 0F: 2 clusters Score -878459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -872884.250000 Penalty: 4376.017578
	Iteration 0F: 3 clusters Score -872884.2 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -874402.187500 Penalty: 4376.017578
	Iteration 1F: 3 clusters Score -874402.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -874697.312500 Penalty: 4376.017578
	Iteration 2F: 3 clusters Score -874697.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -874917.562500 Penalty: 4376.017578
	Iteration 3F: 3 clusters Score -874917.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -875124.062500 Penalty: 4376.017578
	Iteration 4Q: 3 clusters Score -875124.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -875369.500000 Penalty: 4376.017578
	Iteration 5Q: 3 clusters Score -875369.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -875579.062500 Penalty: 4376.017578
	Iteration 6Q: 3 clusters Score -875579.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -875753.812500 Penalty: 4376.017578
	Iteration 7Q: 3 clusters Score -875753.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -875922.625000 Penalty: 4376.017578
	Iteration 8Q: 3 clusters Score -875922.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -876050.500000 Penalty: 4376.017578
	Iteration 9Q: 3 clusters Score -876050.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -876165.125000 Penalty: 4376.017578
	Iteration 10Q: 3 clusters Score -876165.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -876264.875000 Penalty: 4376.017578
	Iteration 11Q: 3 clusters Score -876264.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -876346.062500 Penalty: 4376.017578
	Iteration 12Q: 3 clusters Score -876346.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -876408.062500 Penalty: 4376.017578
	Iteration 13Q: 3 clusters Score -876408.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -876461.812500 Penalty: 4376.017578
	Iteration 14Q: 3 clusters Score -876461.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -876506.937500 Penalty: 4376.017578
	Iteration 15Q: 3 clusters Score -876506.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -876544.187500 Penalty: 4376.017578
	Iteration 16Q: 3 clusters Score -876544.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -876576.625000 Penalty: 4376.017578
	Iteration 17Q: 3 clusters Score -876576.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -876609.437500 Penalty: 4376.017578
	Iteration 18Q: 3 clusters Score -876609.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -876627.625000 Penalty: 4376.017578
	Iteration 19Q: 3 clusters Score -876627.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -876644.062500 Penalty: 4376.017578
	Iteration 20F: 3 clusters Score -876644.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -876658.812500 Penalty: 4376.017578
	Iteration 21Q: 3 clusters Score -876658.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -876671.000000 Penalty: 4376.017578
	Iteration 22Q: 3 clusters Score -876671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -876679.812500 Penalty: 4376.017578
	Iteration 23Q: 3 clusters Score -876679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -876685.687500 Penalty: 4376.017578
	Iteration 24Q: 3 clusters Score -876685.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -876688.187500 Penalty: 4376.017578
	Iteration 25Q: 3 clusters Score -876688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -876690.125000 Penalty: 4376.017578
	Iteration 26Q: 3 clusters Score -876690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -876693.312500 Penalty: 4376.017578
	Iteration 27Q: 3 clusters Score -876693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -876695.437500 Penalty: 4376.017578
	Iteration 28Q: 3 clusters Score -876695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -876701.500000 Penalty: 4376.017578
	Iteration 29Q: 3 clusters Score -876701.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -876704.437500 Penalty: 4376.017578
	Iteration 30Q: 3 clusters Score -876704.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -876715.562500 Penalty: 4376.017578
	Iteration 31Q: 3 clusters Score -876715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -876721.062500 Penalty: 4376.017578
	Iteration 32Q: 3 clusters Score -876721.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -876728.250000 Penalty: 4376.017578
	Iteration 33Q: 3 clusters Score -876728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -876728.062500 Penalty: 4376.017578
	Iteration 34Q: 3 clusters Score -876728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -876732.125000 Penalty: 4376.017578
	Iteration 35Q: 3 clusters Score -876732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -876734.875000 Penalty: 4376.017578
	Iteration 36Q: 3 clusters Score -876734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -876736.500000 Penalty: 4376.017578
	Iteration 37Q: 3 clusters Score -876736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -876737.000000 Penalty: 4376.017578
	Iteration 38Q: 3 clusters Score -876737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -876736.812500 Penalty: 4376.017578
	Iteration 39Q: 3 clusters Score -876736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -876737.625000 Penalty: 4376.017578
	Iteration 40F: 3 clusters Score -876737.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Entering Unmasked Estep 
Score: -6871265.500000 Penalty: 2692.540039
	Iteration 0F: 2 clusters Score -6871266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6836558.500000 Penalty: 5385.080078
	Iteration 0F: 3 clusters Score -6836558 nChanged 23870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6850111.500000 Penalty: 5385.080078
	Iteration 1F: 3 clusters Score -6850112 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -6850772.500000 Penalty: 5385.080078
	Iteration 2Q: 3 clusters Score -6850772 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6851526.500000 Penalty: 5385.080078
	Iteration 3Q: 3 clusters Score -6851526 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -6852681.000000 Penalty: 5385.080078
	Iteration 4Q: 3 clusters Score -6852681 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -6854446.500000 Penalty: 5385.080078
	Iteration 5F: 3 clusters Score -6854446 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6857185.000000 Penalty: 5385.080078
	Iteration 6F: 3 clusters Score -6857185 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -6860626.500000 Penalty: 5385.080078
	Iteration 7F: 3 clusters Score -6860626 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -6863938.000000 Penalty: 5385.080078
	Iteration 8F: 3 clusters Score -6863938 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -6866211.500000 Penalty: 5385.080078
	Iteration 9Q: 3 clusters Score -6866212 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -6867557.000000 Penalty: 5385.080078
	Iteration 10Q: 3 clusters Score -6867557 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6868302.500000 Penalty: 5385.080078
	Iteration 11Q: 3 clusters Score -6868302 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6868660.500000 Penalty: 5385.080078
	Iteration 12Q: 3 clusters Score -6868660 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6868856.000000 Penalty: 5385.080078
	Iteration 13Q: 3 clusters Score -6868856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -6868930.500000 Penalty: 5385.080078
	Iteration 14Q: 3 clusters Score -6868930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6868986.000000 Penalty: 5385.080078
	Iteration 15Q: 3 clusters Score -6868986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -6869049.000000 Penalty: 5385.080078
	Iteration 16Q: 3 clusters Score -6869049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -6869076.500000 Penalty: 5385.080078
	Iteration 17Q: 3 clusters Score -6869076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -6869087.500000 Penalty: 5385.080078
	Iteration 18Q: 3 clusters Score -6869088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -6869105.500000 Penalty: 5385.080078
	Iteration 19Q: 3 clusters Score -6869106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6869117.000000 Penalty: 5385.080078
	Iteration 20F: 3 clusters Score -6869117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6869117.000000 Penalty: 5385.080078
	Iteration 21Q: 3 clusters Score -6869117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6869122.000000 Penalty: 5385.080078
	Iteration 22Q: 3 clusters Score -6869122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -6869123.000000 Penalty: 5385.080078
	Iteration 23Q: 3 clusters Score -6869123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -6869123.000000 Penalty: 5385.080078
	Iteration 24F: 3 clusters Score -6869123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -152781.375000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -152781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150683.781250 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -150683.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151116.921875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -151116.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151304.718750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -151304.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151412.343750 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -151412.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151494.109375 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -151494.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151554.421875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -151554.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151639.031250 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -151639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151706.156250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -151706.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151748.156250 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -151748.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151779.187500 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -151779.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -151816.140625 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -151816.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151849.562500 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -151849.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151885.828125 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -151885.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151902.484375 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -151902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151913.921875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -151913.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151924.500000 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -151924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151940.515625 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -151940.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151964.781250 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -151964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151980.562500 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -151980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -151989.375000 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -151989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -151996.484375 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -151996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151998.812500 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -151998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -151999.359375 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -151999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -151999.359375 Penalty: 3576.565918
	Iteration 23F: 3 clusters Score -151999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Entering Unmasked Estep 
Score: -1761900.750000 Penalty: 2375.712646
	Iteration 0F: 2 clusters Score -1761901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1751517.125000 Penalty: 4751.425293
	Iteration 0F: 3 clusters Score -1751517 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1754887.750000 Penalty: 4751.425293
	Iteration 1F: 3 clusters Score -1754888 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1755440.250000 Penalty: 4751.425293
	Iteration 2F: 3 clusters Score -1755440 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1755925.750000 Penalty: 4751.425293
	Iteration 3F: 3 clusters Score -1755926 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1756379.625000 Penalty: 4751.425293
	Iteration 4F: 3 clusters Score -1756380 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1756844.250000 Penalty: 4751.425293
	Iteration 5F: 3 clusters Score -1756844 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1757461.250000 Penalty: 4751.425293
	Iteration 6F: 3 clusters Score -1757461 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1758150.750000 Penalty: 4751.425293
	Iteration 7F: 3 clusters Score -1758151 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1758789.500000 Penalty: 4751.425293
	Iteration 8F: 3 clusters Score -1758790 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1759311.625000 Penalty: 4751.425293
	Iteration 9F: 3 clusters Score -1759312 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1759694.375000 Penalty: 4751.425293
	Iteration 10Q: 3 clusters Score -1759694 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1759957.875000 Penalty: 4751.425293
	Iteration 11Q: 3 clusters Score -1759958 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1760128.000000 Penalty: 4751.425293
	Iteration 12Q: 3 clusters Score -1760128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1760238.500000 Penalty: 4751.425293
	Iteration 13Q: 3 clusters Score -1760238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1760308.875000 Penalty: 4751.425293
	Iteration 14Q: 3 clusters Score -1760309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1760359.500000 Penalty: 4751.425293
	Iteration 15Q: 3 clusters Score -1760360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1760398.500000 Penalty: 4751.425293
	Iteration 16Q: 3 clusters Score -1760398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1760434.000000 Penalty: 4751.425293
	Iteration 17Q: 3 clusters Score -1760434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1760449.000000 Penalty: 4751.425293
	Iteration 18Q: 3 clusters Score -1760449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1760459.000000 Penalty: 4751.425293
	Iteration 19Q: 3 clusters Score -1760459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1760470.250000 Penalty: 4751.425293
	Iteration 20F: 3 clusters Score -1760470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1760477.875000 Penalty: 4751.425293
	Iteration 21Q: 3 clusters Score -1760478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1760491.625000 Penalty: 4751.425293
	Iteration 22Q: 3 clusters Score -1760492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1760502.250000 Penalty: 4751.425293
	Iteration 23Q: 3 clusters Score -1760502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1760514.375000 Penalty: 4751.425293
	Iteration 24Q: 3 clusters Score -1760514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1760518.625000 Penalty: 4751.425293
	Iteration 25Q: 3 clusters Score -1760519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1760519.250000 Penalty: 4751.425293
	Iteration 26Q: 3 clusters Score -1760519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1760529.625000 Penalty: 4751.425293
	Iteration 27Q: 3 clusters Score -1760530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1760537.125000 Penalty: 4751.425293
	Iteration 28Q: 3 clusters Score -1760537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1760542.875000 Penalty: 4751.425293
	Iteration 29Q: 3 clusters Score -1760543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1760547.375000 Penalty: 4751.425293
	Iteration 30Q: 3 clusters Score -1760547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1760557.375000 Penalty: 4751.425293
	Iteration 31Q: 3 clusters Score -1760557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1760561.750000 Penalty: 4751.425293
	Iteration 32Q: 3 clusters Score -1760562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1760566.875000 Penalty: 4751.425293
	Iteration 33Q: 3 clusters Score -1760567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1760571.750000 Penalty: 4751.425293
	Iteration 34Q: 3 clusters Score -1760572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1760573.125000 Penalty: 4751.425293
	Iteration 35Q: 3 clusters Score -1760573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1760575.250000 Penalty: 4751.425293
	Iteration 36Q: 3 clusters Score -1760575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1760573.500000 Penalty: 4751.425293
	Iteration 37Q: 3 clusters Score -1760574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1760575.125000 Penalty: 4751.425293
	Iteration 38Q: 3 clusters Score -1760575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1760575.750000 Penalty: 4751.425293
	Iteration 39Q: 3 clusters Score -1760576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1760578.000000 Penalty: 4751.425293
	Iteration 40F: 3 clusters Score -1760578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1760579.375000 Penalty: 4751.425293
	Iteration 41Q: 3 clusters Score -1760579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1760581.125000 Penalty: 4751.425293
	Iteration 42Q: 3 clusters Score -1760581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1760578.000000 Penalty: 4751.425293
	Iteration 43Q: 3 clusters Score -1760578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1760576.375000 Penalty: 4751.425293
	Iteration 44Q: 3 clusters Score -1760576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1760579.625000 Penalty: 4751.425293
	Iteration 45Q: 3 clusters Score -1760580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1760578.625000 Penalty: 4751.425293
	Iteration 46Q: 3 clusters Score -1760579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1760579.750000 Penalty: 4751.425293
	Iteration 47Q: 3 clusters Score -1760580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1760581.250000 Penalty: 4751.425293
	Iteration 48Q: 3 clusters Score -1760581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1760586.000000 Penalty: 4751.425293
	Iteration 49Q: 3 clusters Score -1760586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1760589.750000 Penalty: 4751.425293
	Iteration 50Q: 3 clusters Score -1760590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1760588.750000 Penalty: 4751.425293
	Iteration 51Q: 3 clusters Score -1760589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1760587.500000 Penalty: 4751.425293
	Iteration 52Q: 3 clusters Score -1760588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1760592.750000 Penalty: 4751.425293
	Iteration 53Q: 3 clusters Score -1760593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1760592.250000 Penalty: 4751.425293
	Iteration 54Q: 3 clusters Score -1760592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1760599.500000 Penalty: 4751.425293
	Iteration 55Q: 3 clusters Score -1760600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1760600.750000 Penalty: 4751.425293
	Iteration 56Q: 3 clusters Score -1760601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1760605.000000 Penalty: 4751.425293
	Iteration 57Q: 3 clusters Score -1760605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1760603.750000 Penalty: 4751.425293
	Iteration 58Q: 3 clusters Score -1760604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1760605.750000 Penalty: 4751.425293
	Iteration 59Q: 3 clusters Score -1760606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1760610.500000 Penalty: 4751.425293
	Iteration 60F: 3 clusters Score -1760610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1760613.875000 Penalty: 4751.425293
	Iteration 61Q: 3 clusters Score -1760614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1760613.250000 Penalty: 4751.425293
	Iteration 62Q: 3 clusters Score -1760613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1760619.625000 Penalty: 4751.425293
	Iteration 63Q: 3 clusters Score -1760620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1760618.750000 Penalty: 4751.425293
	Iteration 64Q: 3 clusters Score -1760619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1760619.250000 Penalty: 4751.425293
	Iteration 65Q: 3 clusters Score -1760619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1760619.750000 Penalty: 4751.425293
	Iteration 66Q: 3 clusters Score -1760620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1760628.250000 Penalty: 4751.425293
	Iteration 67Q: 3 clusters Score -1760628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1760623.500000 Penalty: 4751.425293
	Iteration 68Q: 3 clusters Score -1760624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1760626.875000 Penalty: 4751.425293
	Iteration 69Q: 3 clusters Score -1760627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1760629.375000 Penalty: 4751.425293
	Iteration 70Q: 3 clusters Score -1760629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1760628.125000 Penalty: 4751.425293
	Iteration 71Q: 3 clusters Score -1760628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1760632.875000 Penalty: 4751.425293
	Iteration 72Q: 3 clusters Score -1760633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1760631.250000 Penalty: 4751.425293
	Iteration 73Q: 3 clusters Score -1760631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1760635.000000 Penalty: 4751.425293
	Iteration 74Q: 3 clusters Score -1760635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1760640.125000 Penalty: 4751.425293
	Iteration 75Q: 3 clusters Score -1760640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1760641.250000 Penalty: 4751.425293
	Iteration 76Q: 3 clusters Score -1760641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1760640.750000 Penalty: 4751.425293
	Iteration 77Q: 3 clusters Score -1760641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1760639.000000 Penalty: 4751.425293
	Iteration 78Q: 3 clusters Score -1760639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1760638.375000 Penalty: 4751.425293
	Iteration 79Q: 3 clusters Score -1760638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1760638.250000 Penalty: 4751.425293
	Iteration 80F: 3 clusters Score -1760638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1760639.750000 Penalty: 4751.425293
	Iteration 81Q: 3 clusters Score -1760640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1760639.625000 Penalty: 4751.425293
	Iteration 82Q: 3 clusters Score -1760640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1760642.125000 Penalty: 4751.425293
	Iteration 83Q: 3 clusters Score -1760642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1760637.750000 Penalty: 4751.425293
	Iteration 84Q: 3 clusters Score -1760638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1760638.375000 Penalty: 4751.425293
	Iteration 85Q: 3 clusters Score -1760638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1760638.375000 Penalty: 4751.425293
	Iteration 86F: 3 clusters Score -1760638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -829511.375000 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -829511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -823832.062500 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -823832.1 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -825426.875000 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -825426.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -825798.812500 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -825798.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -826091.062500 Penalty: 4374.993652
	Iteration 3F: 3 clusters Score -826091.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -826336.375000 Penalty: 4374.993652
	Iteration 4F: 3 clusters Score -826336.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -826545.250000 Penalty: 4374.993652
	Iteration 5Q: 3 clusters Score -826545.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -826703.562500 Penalty: 4374.993652
	Iteration 6Q: 3 clusters Score -826703.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -826822.375000 Penalty: 4374.993652
	Iteration 7Q: 3 clusters Score -826822.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -826907.125000 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -826907.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -826995.187500 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -826995.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -827065.875000 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -827065.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -827116.937500 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -827116.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -827144.750000 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -827144.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -827172.062500 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -827172.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -827188.625000 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -827188.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -827207.000000 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -827207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -827225.062500 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -827225.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -827236.062500 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -827236.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -827252.062500 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -827252.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -827265.125000 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -827265.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -827281.875000 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -827281.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -827306.250000 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -827306.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -827325.187500 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -827325.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -827346.562500 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -827346.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -827366.437500 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -827366.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -827404.812500 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -827404.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -827451.187500 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -827451.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -827501.750000 Penalty: 4374.993652
	Iteration 27Q: 3 clusters Score -827501.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -827570.437500 Penalty: 4374.993652
	Iteration 28Q: 3 clusters Score -827570.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -827642.437500 Penalty: 4374.993652
	Iteration 29Q: 3 clusters Score -827642.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -827727.937500 Penalty: 4374.993652
	Iteration 30Q: 3 clusters Score -827727.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -827853.687500 Penalty: 4374.993652
	Iteration 31Q: 3 clusters Score -827853.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -827985.750000 Penalty: 4374.993652
	Iteration 32Q: 3 clusters Score -827985.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -828114.750000 Penalty: 4374.993652
	Iteration 33Q: 3 clusters Score -828114.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -828242.250000 Penalty: 4374.993652
	Iteration 34Q: 3 clusters Score -828242.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -828363.437500 Penalty: 4374.993652
	Iteration 35Q: 3 clusters Score -828363.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -828448.312500 Penalty: 4374.993652
	Iteration 36Q: 3 clusters Score -828448.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -828494.937500 Penalty: 4374.993652
	Iteration 37Q: 3 clusters Score -828494.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -828528.937500 Penalty: 4374.993652
	Iteration 38Q: 3 clusters Score -828528.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -828558.687500 Penalty: 4374.993652
	Iteration 39Q: 3 clusters Score -828558.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -828583.562500 Penalty: 4374.993652
	Iteration 40F: 3 clusters Score -828583.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -828605.000000 Penalty: 4374.993652
	Iteration 41Q: 3 clusters Score -828605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -828620.625000 Penalty: 4374.993652
	Iteration 42Q: 3 clusters Score -828620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -828631.500000 Penalty: 4374.993652
	Iteration 43Q: 3 clusters Score -828631.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -828643.375000 Penalty: 4374.993652
	Iteration 44Q: 3 clusters Score -828643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -828648.750000 Penalty: 4374.993652
	Iteration 45Q: 3 clusters Score -828648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -828659.562500 Penalty: 4374.993652
	Iteration 46Q: 3 clusters Score -828659.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -828664.937500 Penalty: 4374.993652
	Iteration 47Q: 3 clusters Score -828664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -828668.687500 Penalty: 4374.993652
	Iteration 48Q: 3 clusters Score -828668.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -828676.062500 Penalty: 4374.993652
	Iteration 49Q: 3 clusters Score -828676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -828681.437500 Penalty: 4374.993652
	Iteration 50Q: 3 clusters Score -828681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -828682.250000 Penalty: 4374.993652
	Iteration 51Q: 3 clusters Score -828682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -828687.562500 Penalty: 4374.993652
	Iteration 52Q: 3 clusters Score -828687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -828687.750000 Penalty: 4374.993652
	Iteration 53Q: 3 clusters Score -828687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -828688.875000 Penalty: 4374.993652
	Iteration 54Q: 3 clusters Score -828688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -828694.562500 Penalty: 4374.993652
	Iteration 55Q: 3 clusters Score -828694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -828695.875000 Penalty: 4374.993652
	Iteration 56Q: 3 clusters Score -828695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -828696.687500 Penalty: 4374.993652
	Iteration 57Q: 3 clusters Score -828696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -828699.000000 Penalty: 4374.993652
	Iteration 58Q: 3 clusters Score -828699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -828699.187500 Penalty: 4374.993652
	Iteration 59Q: 3 clusters Score -828699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -828699.375000 Penalty: 4374.993652
	Iteration 60F: 3 clusters Score -828699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Entering Unmasked Estep 
Score: -11757231.000000 Penalty: 2828.358643
	Iteration 0F: 2 clusters Score -1.175723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -11697011.000000 Penalty: 5656.717285
	Iteration 0F: 3 clusters Score -1.169701e+07 nChanged 42276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -11721009.000000 Penalty: 5656.717285
	Iteration 1F: 3 clusters Score -1.172101e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -11721943.000000 Penalty: 5656.717285
	Iteration 2Q: 3 clusters Score -1.172194e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -11723104.000000 Penalty: 5656.717285
	Iteration 3Q: 3 clusters Score -1.17231e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -11724788.000000 Penalty: 5656.717285
	Iteration 4Q: 3 clusters Score -1.172479e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -11727520.000000 Penalty: 5656.717285
	Iteration 5F: 3 clusters Score -1.172752e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -11731900.000000 Penalty: 5656.717285
	Iteration 6F: 3 clusters Score -1.17319e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -11737748.000000 Penalty: 5656.717285
	Iteration 7F: 3 clusters Score -1.173775e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11743927.000000 Penalty: 5656.717285
	Iteration 8F: 3 clusters Score -1.174393e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -11748708.000000 Penalty: 5656.717285
	Iteration 9F: 3 clusters Score -1.174871e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -11751575.000000 Penalty: 5656.717285
	Iteration 10Q: 3 clusters Score -1.175158e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -11753307.000000 Penalty: 5656.717285
	Iteration 11Q: 3 clusters Score -1.175331e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11754323.000000 Penalty: 5656.717285
	Iteration 12Q: 3 clusters Score -1.175432e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -11754873.000000 Penalty: 5656.717285
	Iteration 13Q: 3 clusters Score -1.175487e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -11755241.000000 Penalty: 5656.717285
	Iteration 14Q: 3 clusters Score -1.175524e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -11755467.000000 Penalty: 5656.717285
	Iteration 15Q: 3 clusters Score -1.175547e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11755592.000000 Penalty: 5656.717285
	Iteration 16Q: 3 clusters Score -1.175559e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -11755663.000000 Penalty: 5656.717285
	Iteration 17Q: 3 clusters Score -1.175566e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11755676.000000 Penalty: 5656.717285
	Iteration 18Q: 3 clusters Score -1.175568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11755746.000000 Penalty: 5656.717285
	Iteration 19Q: 3 clusters Score -1.175575e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11755807.000000 Penalty: 5656.717285
	Iteration 20F: 3 clusters Score -1.175581e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11755859.000000 Penalty: 5656.717285
	Iteration 21Q: 3 clusters Score -1.175586e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11755900.000000 Penalty: 5656.717285
	Iteration 22Q: 3 clusters Score -1.17559e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -11755902.000000 Penalty: 5656.717285
	Iteration 23Q: 3 clusters Score -1.17559e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11755922.000000 Penalty: 5656.717285
	Iteration 24Q: 3 clusters Score -1.175592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11755925.000000 Penalty: 5656.717285
	Iteration 25Q: 3 clusters Score -1.175592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11755959.000000 Penalty: 5656.717285
	Iteration 26Q: 3 clusters Score -1.175596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11755959.000000 Penalty: 5656.717285
	Iteration 27Q: 3 clusters Score -1.175596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11755964.000000 Penalty: 5656.717285
	Iteration 28Q: 3 clusters Score -1.175596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11755988.000000 Penalty: 5656.717285
	Iteration 29Q: 3 clusters Score -1.175599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -11755980.000000 Penalty: 5656.717285
	Iteration 30Q: 3 clusters Score -1.175598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11755998.000000 Penalty: 5656.717285
	Iteration 31Q: 3 clusters Score -1.1756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11756014.000000 Penalty: 5656.717285
	Iteration 32Q: 3 clusters Score -1.175601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11756009.000000 Penalty: 5656.717285
	Iteration 33Q: 3 clusters Score -1.175601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11756013.000000 Penalty: 5656.717285
	Iteration 34Q: 3 clusters Score -1.175601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11756014.000000 Penalty: 5656.717285
	Iteration 35Q: 3 clusters Score -1.175601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11756023.000000 Penalty: 5656.717285
	Iteration 36Q: 3 clusters Score -1.175602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11756021.000000 Penalty: 5656.717285
	Iteration 37Q: 3 clusters Score -1.175602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11756021.000000 Penalty: 5656.717285
	Iteration 38Q: 3 clusters Score -1.175602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11756029.000000 Penalty: 5656.717285
	Iteration 39Q: 3 clusters Score -1.175603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11756022.000000 Penalty: 5656.717285
	Iteration 40F: 3 clusters Score -1.175602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -11756036.000000 Penalty: 5656.717285
	Iteration 41Q: 3 clusters Score -1.175604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11756040.000000 Penalty: 5656.717285
	Iteration 42Q: 3 clusters Score -1.175604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11756031.000000 Penalty: 5656.717285
	Iteration 43Q: 3 clusters Score -1.175603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11756035.000000 Penalty: 5656.717285
	Iteration 44Q: 3 clusters Score -1.175604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11756040.000000 Penalty: 5656.717285
	Iteration 45Q: 3 clusters Score -1.175604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11756042.000000 Penalty: 5656.717285
	Iteration 46Q: 3 clusters Score -1.175604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11756042.000000 Penalty: 5656.717285
	Iteration 47F: 3 clusters Score -1.175604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Entering Unmasked Estep 
Score: -1490796.375000 Penalty: 2316.963867
	Iteration 0F: 2 clusters Score -1490796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1482300.250000 Penalty: 4633.927734
	Iteration 0F: 3 clusters Score -1482300 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1485349.375000 Penalty: 4633.927734
	Iteration 1F: 3 clusters Score -1485349 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1486318.250000 Penalty: 4633.927734
	Iteration 2F: 3 clusters Score -1486318 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1487487.500000 Penalty: 4633.927734
	Iteration 3F: 3 clusters Score -1487488 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1488486.250000 Penalty: 4633.927734
	Iteration 4F: 3 clusters Score -1488486 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1489106.375000 Penalty: 4633.927734
	Iteration 5F: 3 clusters Score -1489106 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1489465.500000 Penalty: 4633.927734
	Iteration 6Q: 3 clusters Score -1489466 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1489669.750000 Penalty: 4633.927734
	Iteration 7Q: 3 clusters Score -1489670 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1489798.500000 Penalty: 4633.927734
	Iteration 8Q: 3 clusters Score -1489798 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1489880.750000 Penalty: 4633.927734
	Iteration 9Q: 3 clusters Score -1489881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1489935.875000 Penalty: 4633.927734
	Iteration 10Q: 3 clusters Score -1489936 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1489979.250000 Penalty: 4633.927734
	Iteration 11Q: 3 clusters Score -1489979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1490014.875000 Penalty: 4633.927734
	Iteration 12Q: 3 clusters Score -1490015 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1490035.875000 Penalty: 4633.927734
	Iteration 13Q: 3 clusters Score -1490036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1490061.375000 Penalty: 4633.927734
	Iteration 14Q: 3 clusters Score -1490061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1490083.875000 Penalty: 4633.927734
	Iteration 15Q: 3 clusters Score -1490084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1490091.625000 Penalty: 4633.927734
	Iteration 16Q: 3 clusters Score -1490092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1490102.875000 Penalty: 4633.927734
	Iteration 17Q: 3 clusters Score -1490103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1490112.250000 Penalty: 4633.927734
	Iteration 18Q: 3 clusters Score -1490112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1490117.125000 Penalty: 4633.927734
	Iteration 19Q: 3 clusters Score -1490117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1490117.000000 Penalty: 4633.927734
	Iteration 20F: 3 clusters Score -1490117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1490120.625000 Penalty: 4633.927734
	Iteration 21Q: 3 clusters Score -1490121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1490121.875000 Penalty: 4633.927734
	Iteration 22Q: 3 clusters Score -1490122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1490124.250000 Penalty: 4633.927734
	Iteration 23Q: 3 clusters Score -1490124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1490123.750000 Penalty: 4633.927734
	Iteration 24Q: 3 clusters Score -1490124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1490125.125000 Penalty: 4633.927734
	Iteration 25Q: 3 clusters Score -1490125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1490122.625000 Penalty: 4633.927734
	Iteration 26Q: 3 clusters Score -1490123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1490124.375000 Penalty: 4633.927734
	Iteration 27Q: 3 clusters Score -1490124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1490123.250000 Penalty: 4633.927734
	Iteration 28Q: 3 clusters Score -1490123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1490123.250000 Penalty: 4633.927734
	Iteration 29F: 3 clusters Score -1490123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Entering Unmasked Estep 
Score: -10829219.000000 Penalty: 2809.628418
	Iteration 0F: 2 clusters Score -1.082922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -10773637.000000 Penalty: 5619.256836
	Iteration 0F: 3 clusters Score -1.077364e+07 nChanged 39091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -10796192.000000 Penalty: 5619.256836
	Iteration 1F: 3 clusters Score -1.079619e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -10797326.000000 Penalty: 5619.256836
	Iteration 2Q: 3 clusters Score -1.079733e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -10798450.000000 Penalty: 5619.256836
	Iteration 3Q: 3 clusters Score -1.079845e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -10799664.000000 Penalty: 5619.256836
	Iteration 4Q: 3 clusters Score -1.079966e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -10800841.000000 Penalty: 5619.256836
	Iteration 5Q: 3 clusters Score -1.080084e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -10802247.000000 Penalty: 5619.256836
	Iteration 6Q: 3 clusters Score -1.080225e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -10803865.000000 Penalty: 5619.256836
	Iteration 7Q: 3 clusters Score -1.080386e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -10805461.000000 Penalty: 5619.256836
	Iteration 8Q: 3 clusters Score -1.080546e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -10806979.000000 Penalty: 5619.256836
	Iteration 9Q: 3 clusters Score -1.080698e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -10808561.000000 Penalty: 5619.256836
	Iteration 10Q: 3 clusters Score -1.080856e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -10809919.000000 Penalty: 5619.256836
	Iteration 11Q: 3 clusters Score -1.080992e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -10811157.000000 Penalty: 5619.256836
	Iteration 12Q: 3 clusters Score -1.081116e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -10812323.000000 Penalty: 5619.256836
	Iteration 13Q: 3 clusters Score -1.081232e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -10813624.000000 Penalty: 5619.256836
	Iteration 14Q: 3 clusters Score -1.081362e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -10815348.000000 Penalty: 5619.256836
	Iteration 15Q: 3 clusters Score -1.081535e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -10817223.000000 Penalty: 5619.256836
	Iteration 16Q: 3 clusters Score -1.081722e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -10819222.000000 Penalty: 5619.256836
	Iteration 17Q: 3 clusters Score -1.081922e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -10821240.000000 Penalty: 5619.256836
	Iteration 18Q: 3 clusters Score -1.082124e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -10823013.000000 Penalty: 5619.256836
	Iteration 19Q: 3 clusters Score -1.082301e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10824401.000000 Penalty: 5619.256836
	Iteration 20F: 3 clusters Score -1.08244e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -10825294.000000 Penalty: 5619.256836
	Iteration 21Q: 3 clusters Score -1.082529e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10825907.000000 Penalty: 5619.256836
	Iteration 22Q: 3 clusters Score -1.082591e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10826222.000000 Penalty: 5619.256836
	Iteration 23Q: 3 clusters Score -1.082622e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10826433.000000 Penalty: 5619.256836
	Iteration 24Q: 3 clusters Score -1.082643e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10826608.000000 Penalty: 5619.256836
	Iteration 25Q: 3 clusters Score -1.082661e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10826683.000000 Penalty: 5619.256836
	Iteration 26Q: 3 clusters Score -1.082668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10826766.000000 Penalty: 5619.256836
	Iteration 27Q: 3 clusters Score -1.082677e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10826801.000000 Penalty: 5619.256836
	Iteration 28Q: 3 clusters Score -1.08268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10826829.000000 Penalty: 5619.256836
	Iteration 29Q: 3 clusters Score -1.082683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10826844.000000 Penalty: 5619.256836
	Iteration 30Q: 3 clusters Score -1.082684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10826845.000000 Penalty: 5619.256836
	Iteration 31Q: 3 clusters Score -1.082684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10826863.000000 Penalty: 5619.256836
	Iteration 32Q: 3 clusters Score -1.082686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10826854.000000 Penalty: 5619.256836
	Iteration 33Q: 3 clusters Score -1.082685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10826866.000000 Penalty: 5619.256836
	Iteration 34Q: 3 clusters Score -1.082687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10826880.000000 Penalty: 5619.256836
	Iteration 35Q: 3 clusters Score -1.082688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10826870.000000 Penalty: 5619.256836
	Iteration 36Q: 3 clusters Score -1.082687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10826879.000000 Penalty: 5619.256836
	Iteration 37Q: 3 clusters Score -1.082688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10826881.000000 Penalty: 5619.256836
	Iteration 38Q: 3 clusters Score -1.082688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10826888.000000 Penalty: 5619.256836
	Iteration 39Q: 3 clusters Score -1.082689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10826885.000000 Penalty: 5619.256836
	Iteration 40F: 3 clusters Score -1.082688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10826892.000000 Penalty: 5619.256836
	Iteration 41Q: 3 clusters Score -1.082689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10826883.000000 Penalty: 5619.256836
	Iteration 42Q: 3 clusters Score -1.082688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10826881.000000 Penalty: 5619.256836
	Iteration 43Q: 3 clusters Score -1.082688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10826891.000000 Penalty: 5619.256836
	Iteration 44Q: 3 clusters Score -1.082689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10826886.000000 Penalty: 5619.256836
	Iteration 45Q: 3 clusters Score -1.082689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10826887.000000 Penalty: 5619.256836
	Iteration 46Q: 3 clusters Score -1.082689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10826889.000000 Penalty: 5619.256836
	Iteration 47Q: 3 clusters Score -1.082689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10826889.000000 Penalty: 5619.256836
	Iteration 48F: 3 clusters Score -1.082689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1918245.750000 Penalty: 2384.802246
	Iteration 0F: 2 clusters Score -1918246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1907547.125000 Penalty: 4769.604492
	Iteration 0F: 3 clusters Score -1907547 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1911114.875000 Penalty: 4769.604492
	Iteration 1F: 3 clusters Score -1911115 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1911744.750000 Penalty: 4769.604492
	Iteration 2F: 3 clusters Score -1911745 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1912378.125000 Penalty: 4769.604492
	Iteration 3F: 3 clusters Score -1912378 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1912987.375000 Penalty: 4769.604492
	Iteration 4F: 3 clusters Score -1912987 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1913540.875000 Penalty: 4769.604492
	Iteration 5F: 3 clusters Score -1913541 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1914027.750000 Penalty: 4769.604492
	Iteration 6F: 3 clusters Score -1914028 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1914446.750000 Penalty: 4769.604492
	Iteration 7Q: 3 clusters Score -1914447 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1914777.000000 Penalty: 4769.604492
	Iteration 8Q: 3 clusters Score -1914777 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1915045.125000 Penalty: 4769.604492
	Iteration 9Q: 3 clusters Score -1915045 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1915263.250000 Penalty: 4769.604492
	Iteration 10Q: 3 clusters Score -1915263 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1915458.375000 Penalty: 4769.604492
	Iteration 11Q: 3 clusters Score -1915458 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1915643.250000 Penalty: 4769.604492
	Iteration 12Q: 3 clusters Score -1915643 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1915824.750000 Penalty: 4769.604492
	Iteration 13Q: 3 clusters Score -1915825 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1916020.125000 Penalty: 4769.604492
	Iteration 14Q: 3 clusters Score -1916020 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1916218.125000 Penalty: 4769.604492
	Iteration 15Q: 3 clusters Score -1916218 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1916435.125000 Penalty: 4769.604492
	Iteration 16Q: 3 clusters Score -1916435 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1916663.250000 Penalty: 4769.604492
	Iteration 17Q: 3 clusters Score -1916663 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1916936.750000 Penalty: 4769.604492
	Iteration 18Q: 3 clusters Score -1916937 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1917195.125000 Penalty: 4769.604492
	Iteration 19Q: 3 clusters Score -1917195 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1917389.750000 Penalty: 4769.604492
	Iteration 20F: 3 clusters Score -1917390 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1917523.000000 Penalty: 4769.604492
	Iteration 21Q: 3 clusters Score -1917523 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1917612.625000 Penalty: 4769.604492
	Iteration 22Q: 3 clusters Score -1917613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1917680.125000 Penalty: 4769.604492
	Iteration 23Q: 3 clusters Score -1917680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1917710.500000 Penalty: 4769.604492
	Iteration 24Q: 3 clusters Score -1917710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1917729.625000 Penalty: 4769.604492
	Iteration 25Q: 3 clusters Score -1917730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1917740.625000 Penalty: 4769.604492
	Iteration 26Q: 3 clusters Score -1917741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1917739.500000 Penalty: 4769.604492
	Iteration 27Q: 3 clusters Score -1917740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1917746.750000 Penalty: 4769.604492
	Iteration 28Q: 3 clusters Score -1917747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1917751.250000 Penalty: 4769.604492
	Iteration 29Q: 3 clusters Score -1917751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1917750.375000 Penalty: 4769.604492
	Iteration 30Q: 3 clusters Score -1917750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1917747.500000 Penalty: 4769.604492
	Iteration 31Q: 3 clusters Score -1917748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1917752.625000 Penalty: 4769.604492
	Iteration 32Q: 3 clusters Score -1917753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1917753.500000 Penalty: 4769.604492
	Iteration 33Q: 3 clusters Score -1917754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1917753.500000 Penalty: 4769.604492
	Iteration 34F: 3 clusters Score -1917754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Entering Unmasked Estep 
Score: -5083875.500000 Penalty: 2640.171631
	Iteration 0F: 2 clusters Score -5083876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5055383.500000 Penalty: 5280.343262
	Iteration 0F: 3 clusters Score -5055384 nChanged 19251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5066796.500000 Penalty: 5280.343262
	Iteration 1F: 3 clusters Score -5066796 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5067998 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -5069352.000000 Penalty: 5280.343262
	Iteration 3F: 3 clusters Score -5069352 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5070726.500000 Penalty: 5280.343262
	Iteration 4F: 3 clusters Score -5070726 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5071991.000000 Penalty: 5280.343262
	Iteration 5F: 3 clusters Score -5071991 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5073032.000000 Penalty: 5280.343262
	Iteration 6F: 3 clusters Score -5073032 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5073866.000000 Penalty: 5280.343262
	Iteration 7Q: 3 clusters Score -5073866 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5074675.000000 Penalty: 5280.343262
	Iteration 8Q: 3 clusters Score -5074675 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5075440.000000 Penalty: 5280.343262
	Iteration 9Q: 3 clusters Score -5075440 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5076200.000000 Penalty: 5280.343262
	Iteration 10Q: 3 clusters Score -5076200 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -5076781.000000 Penalty: 5280.343262
	Iteration 11Q: 3 clusters Score -5076781 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -5077236.000000 Penalty: 5280.343262
	Iteration 12Q: 3 clusters Score -5077236 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5077517.000000 Penalty: 5280.343262
	Iteration 13Q: 3 clusters Score -5077517 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5077742.500000 Penalty: 5280.343262
	Iteration 14Q: 3 clusters Score -5077742 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -5077946.000000 Penalty: 5280.343262
	Iteration 15Q: 3 clusters Score -5077946 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -5078161.000000 Penalty: 5280.343262
	Iteration 16Q: 3 clusters Score -5078161 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -5078349.500000 Penalty: 5280.343262
	Iteration 17Q: 3 clusters Score -5078350 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5078562.000000 Penalty: 5280.343262
	Iteration 18Q: 3 clusters Score -5078562 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5078787.000000 Penalty: 5280.343262
	Iteration 19Q: 3 clusters Score -5078787 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5078992.000000 Penalty: 5280.343262
	Iteration 20F: 3 clusters Score -5078992 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -5079170.000000 Penalty: 5280.343262
	Iteration 21Q: 3 clusters Score -5079170 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -5079383.000000 Penalty: 5280.343262
	Iteration 22Q: 3 clusters Score -5079383 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -5079597.000000 Penalty: 5280.343262
	Iteration 23Q: 3 clusters Score -5079597 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -5079762.000000 Penalty: 5280.343262
	Iteration 24Q: 3 clusters Score -5079762 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5079952.000000 Penalty: 5280.343262
	Iteration 25Q: 3 clusters Score -5079952 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5080152.000000 Penalty: 5280.343262
	Iteration 26Q: 3 clusters Score -5080152 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -5080356.500000 Penalty: 5280.343262
	Iteration 27Q: 3 clusters Score -5080356 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5080556.000000 Penalty: 5280.343262
	Iteration 28Q: 3 clusters Score -5080556 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -5080724.000000 Penalty: 5280.343262
	Iteration 29Q: 3 clusters Score -5080724 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -5080877.000000 Penalty: 5280.343262
	Iteration 30Q: 3 clusters Score -5080877 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -5081069.000000 Penalty: 5280.343262
	Iteration 31Q: 3 clusters Score -5081069 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5081231.000000 Penalty: 5280.343262
	Iteration 32Q: 3 clusters Score -5081231 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5081401.000000 Penalty: 5280.343262
	Iteration 33Q: 3 clusters Score -5081401 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -5081511.500000 Penalty: 5280.343262
	Iteration 34Q: 3 clusters Score -5081512 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5081636.000000 Penalty: 5280.343262
	Iteration 35Q: 3 clusters Score -5081636 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5081703.000000 Penalty: 5280.343262
	Iteration 36Q: 3 clusters Score -5081703 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5081801.000000 Penalty: 5280.343262
	Iteration 37Q: 3 clusters Score -5081801 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5081895.500000 Penalty: 5280.343262
	Iteration 38Q: 3 clusters Score -5081896 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5081946.500000 Penalty: 5280.343262
	Iteration 39Q: 3 clusters Score -5081946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5081993.000000 Penalty: 5280.343262
	Iteration 40F: 3 clusters Score -5081993 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -5082077.500000 Penalty: 5280.343262
	Iteration 41Q: 3 clusters Score -5082078 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5082103.500000 Penalty: 5280.343262
	Iteration 42Q: 3 clusters Score -5082104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5082138.500000 Penalty: 5280.343262
	Iteration 43Q: 3 clusters Score -5082138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5082166.500000 Penalty: 5280.343262
	Iteration 44Q: 3 clusters Score -5082166 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -5082184.500000 Penalty: 5280.343262
	Iteration 45Q: 3 clusters Score -5082184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5082209.500000 Penalty: 5280.343262
	Iteration 46Q: 3 clusters Score -5082210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5082221.000000 Penalty: 5280.343262
	Iteration 47Q: 3 clusters Score -5082221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5082218.000000 Penalty: 5280.343262
	Iteration 48Q: 3 clusters Score -5082218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5082213.000000 Penalty: 5280.343262
	Iteration 49Q: 3 clusters Score -5082213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5082238.000000 Penalty: 5280.343262
	Iteration 50Q: 3 clusters Score -5082238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5082246.500000 Penalty: 5280.343262
	Iteration 51Q: 3 clusters Score -5082246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5082246.500000 Penalty: 5280.343262
	Iteration 52Q: 3 clusters Score -5082246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5082243.500000 Penalty: 5280.343262
	Iteration 53Q: 3 clusters Score -5082244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5082252.500000 Penalty: 5280.343262
	Iteration 54Q: 3 clusters Score -5082252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5082269.000000 Penalty: 5280.343262
	Iteration 55Q: 3 clusters Score -5082269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5082270.000000 Penalty: 5280.343262
	Iteration 56Q: 3 clusters Score -5082270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -5082274.500000 Penalty: 5280.343262
	Iteration 57Q: 3 clusters Score -5082274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5082296.500000 Penalty: 5280.343262
	Iteration 58Q: 3 clusters Score -5082296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5082316.500000 Penalty: 5280.343262
	Iteration 59Q: 3 clusters Score -5082316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5082317.000000 Penalty: 5280.343262
	Iteration 60F: 3 clusters Score -5082317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5082331.000000 Penalty: 5280.343262
	Iteration 61Q: 3 clusters Score -5082331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5082321.500000 Penalty: 5280.343262
	Iteration 62Q: 3 clusters Score -5082322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -5082331.000000 Penalty: 5280.343262
	Iteration 63Q: 3 clusters Score -5082331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5082330.500000 Penalty: 5280.343262
	Iteration 64Q: 3 clusters Score -5082330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5082327.500000 Penalty: 5280.343262
	Iteration 65Q: 3 clusters Score -5082328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5082334.500000 Penalty: 5280.343262
	Iteration 66Q: 3 clusters Score -5082334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5082339.500000 Penalty: 5280.343262
	Iteration 67Q: 3 clusters Score -5082340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5082339.500000 Penalty: 5280.343262
	Iteration 68Q: 3 clusters Score -5082340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5082347.500000 Penalty: 5280.343262
	Iteration 69Q: 3 clusters Score -5082348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5082354.500000 Penalty: 5280.343262
	Iteration 70Q: 3 clusters Score -5082354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5082345.000000 Penalty: 5280.343262
	Iteration 71Q: 3 clusters Score -5082345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5082353.000000 Penalty: 5280.343262
	Iteration 72Q: 3 clusters Score -5082353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5082354.500000 Penalty: 5280.343262
	Iteration 73Q: 3 clusters Score -5082354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5082355.000000 Penalty: 5280.343262
	Iteration 74Q: 3 clusters Score -5082355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5082359.500000 Penalty: 5280.343262
	Iteration 75Q: 3 clusters Score -5082360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5082358.500000 Penalty: 5280.343262
	Iteration 76Q: 3 clusters Score -5082358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5082362.500000 Penalty: 5280.343262
	Iteration 77Q: 3 clusters Score -5082362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -5082358.500000 Penalty: 5280.343262
	Iteration 78Q: 3 clusters Score -5082358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5082361.000000 Penalty: 5280.343262
	Iteration 79Q: 3 clusters Score -5082361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5082363.000000 Penalty: 5280.343262
	Iteration 80F: 3 clusters Score -5082363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5082364.000000 Penalty: 5280.343262
	Iteration 81Q: 3 clusters Score -5082364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -5082362.000000 Penalty: 5280.343262
	Iteration 82Q: 3 clusters Score -5082362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5082369.500000 Penalty: 5280.343262
	Iteration 83Q: 3 clusters Score -5082370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5082368.500000 Penalty: 5280.343262
	Iteration 84Q: 3 clusters Score -5082368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5082368.500000 Penalty: 5280.343262
	Iteration 85F: 3 clusters Score -5082368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Entering Unmasked Estep 
Score: -1010470.312500 Penalty: 2224.383301
	Iteration 0F: 2 clusters Score -1010470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1004217.500000 Penalty: 4448.766602
	Iteration 0F: 3 clusters Score -1004218 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1006003.312500 Penalty: 4448.766602
	Iteration 1F: 3 clusters Score -1006003 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1006277.437500 Penalty: 4448.766602
	Iteration 2F: 3 clusters Score -1006277 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1006503.125000 Penalty: 4448.766602
	Iteration 3F: 3 clusters Score -1006503 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1006736.687500 Penalty: 4448.766602
	Iteration 4Q: 3 clusters Score -1006737 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1007039.500000 Penalty: 4448.766602
	Iteration 5F: 3 clusters Score -1007040 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1007350.625000 Penalty: 4448.766602
	Iteration 6F: 3 clusters Score -1007351 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1007636.750000 Penalty: 4448.766602
	Iteration 7F: 3 clusters Score -1007637 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1007906.562500 Penalty: 4448.766602
	Iteration 8Q: 3 clusters Score -1007907 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1008138.875000 Penalty: 4448.766602
	Iteration 9Q: 3 clusters Score -1008139 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1008310.062500 Penalty: 4448.766602
	Iteration 10Q: 3 clusters Score -1008310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1008427.937500 Penalty: 4448.766602
	Iteration 11Q: 3 clusters Score -1008428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1008503.250000 Penalty: 4448.766602
	Iteration 12Q: 3 clusters Score -1008503 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1008567.375000 Penalty: 4448.766602
	Iteration 13Q: 3 clusters Score -1008567 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1008607.375000 Penalty: 4448.766602
	Iteration 14Q: 3 clusters Score -1008607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1008630.500000 Penalty: 4448.766602
	Iteration 15Q: 3 clusters Score -1008630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1008652.062500 Penalty: 4448.766602
	Iteration 16Q: 3 clusters Score -1008652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1008674.812500 Penalty: 4448.766602
	Iteration 17Q: 3 clusters Score -1008675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1008690.187500 Penalty: 4448.766602
	Iteration 18Q: 3 clusters Score -1008690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1008700.937500 Penalty: 4448.766602
	Iteration 19Q: 3 clusters Score -1008701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1008713.625000 Penalty: 4448.766602
	Iteration 20F: 3 clusters Score -1008714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1008720.562500 Penalty: 4448.766602
	Iteration 21Q: 3 clusters Score -1008721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1008728.250000 Penalty: 4448.766602
	Iteration 22Q: 3 clusters Score -1008728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1008732.500000 Penalty: 4448.766602
	Iteration 23Q: 3 clusters Score -1008732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1008740.000000 Penalty: 4448.766602
	Iteration 24Q: 3 clusters Score -1008740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1008741.937500 Penalty: 4448.766602
	Iteration 25Q: 3 clusters Score -1008742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1008750.687500 Penalty: 4448.766602
	Iteration 26Q: 3 clusters Score -1008751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1008757.750000 Penalty: 4448.766602
	Iteration 27Q: 3 clusters Score -1008758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1008765.125000 Penalty: 4448.766602
	Iteration 28Q: 3 clusters Score -1008765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1008769.000000 Penalty: 4448.766602
	Iteration 29Q: 3 clusters Score -1008769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1008769.062500 Penalty: 4448.766602
	Iteration 30Q: 3 clusters Score -1008769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1008770.000000 Penalty: 4448.766602
	Iteration 31Q: 3 clusters Score -1008770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1008773.125000 Penalty: 4448.766602
	Iteration 32Q: 3 clusters Score -1008773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1008776.687500 Penalty: 4448.766602
	Iteration 33Q: 3 clusters Score -1008777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1008777.937500 Penalty: 4448.766602
	Iteration 34Q: 3 clusters Score -1008778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1008776.937500 Penalty: 4448.766602
	Iteration 35Q: 3 clusters Score -1008777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1008781.062500 Penalty: 4448.766602
	Iteration 36Q: 3 clusters Score -1008781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1008780.812500 Penalty: 4448.766602
	Iteration 37Q: 3 clusters Score -1008781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1008782.000000 Penalty: 4448.766602
	Iteration 38Q: 3 clusters Score -1008782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1008782.125000 Penalty: 4448.766602
	Iteration 39Q: 3 clusters Score -1008782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1008782.875000 Penalty: 4448.766602
	Iteration 40F: 3 clusters Score -1008783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Entering Unmasked Estep 
Score: -2150800.500000 Penalty: 2426.411133
	Iteration 0F: 2 clusters Score -2150800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2138037.250000 Penalty: 4852.822266
	Iteration 0F: 3 clusters Score -2138037 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2142626.500000 Penalty: 4852.822266
	Iteration 1F: 3 clusters Score -2142626 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2143637.750000 Penalty: 4852.822266
	Iteration 2F: 3 clusters Score -2143638 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2144798.250000 Penalty: 4852.822266
	Iteration 3F: 3 clusters Score -2144798 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2146032.750000 Penalty: 4852.822266
	Iteration 4F: 3 clusters Score -2146033 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2147343.500000 Penalty: 4852.822266
	Iteration 5F: 3 clusters Score -2147344 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2148510.750000 Penalty: 4852.822266
	Iteration 6F: 3 clusters Score -2148511 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2149329.250000 Penalty: 4852.822266
	Iteration 7F: 3 clusters Score -2149329 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2149859.750000 Penalty: 4852.822266
	Iteration 8Q: 3 clusters Score -2149860 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2150135.500000 Penalty: 4852.822266
	Iteration 9Q: 3 clusters Score -2150136 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2150270.750000 Penalty: 4852.822266
	Iteration 10Q: 3 clusters Score -2150271 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2150344.250000 Penalty: 4852.822266
	Iteration 11Q: 3 clusters Score -2150344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2150385.250000 Penalty: 4852.822266
	Iteration 12Q: 3 clusters Score -2150385 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2150410.500000 Penalty: 4852.822266
	Iteration 13Q: 3 clusters Score -2150410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2150424.500000 Penalty: 4852.822266
	Iteration 14Q: 3 clusters Score -2150424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2150442.500000 Penalty: 4852.822266
	Iteration 15Q: 3 clusters Score -2150442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2150441.500000 Penalty: 4852.822266
	Iteration 16Q: 3 clusters Score -2150442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2150456.250000 Penalty: 4852.822266
	Iteration 17Q: 3 clusters Score -2150456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2150459.500000 Penalty: 4852.822266
	Iteration 18Q: 3 clusters Score -2150460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2150469.500000 Penalty: 4852.822266
	Iteration 19Q: 3 clusters Score -2150470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2150471.250000 Penalty: 4852.822266
	Iteration 20F: 3 clusters Score -2150471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2150477.500000 Penalty: 4852.822266
	Iteration 21Q: 3 clusters Score -2150478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2150478.750000 Penalty: 4852.822266
	Iteration 22Q: 3 clusters Score -2150479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2150474.750000 Penalty: 4852.822266
	Iteration 23Q: 3 clusters Score -2150475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2150483.250000 Penalty: 4852.822266
	Iteration 24Q: 3 clusters Score -2150483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2150482.000000 Penalty: 4852.822266
	Iteration 25Q: 3 clusters Score -2150482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2150484.250000 Penalty: 4852.822266
	Iteration 26Q: 3 clusters Score -2150484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2150486.250000 Penalty: 4852.822266
	Iteration 27Q: 3 clusters Score -2150486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2150483.500000 Penalty: 4852.822266
	Iteration 28Q: 3 clusters Score -2150484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2150484.500000 Penalty: 4852.822266
	Iteration 29Q: 3 clusters Score -2150484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2150488.250000 Penalty: 4852.822266
	Iteration 30Q: 3 clusters Score -2150488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2150490.500000 Penalty: 4852.822266
	Iteration 31Q: 3 clusters Score -2150490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2150491.250000 Penalty: 4852.822266
	Iteration 32Q: 3 clusters Score -2150491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2150490.000000 Penalty: 4852.822266
	Iteration 33Q: 3 clusters Score -2150490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2150491.500000 Penalty: 4852.822266
	Iteration 34Q: 3 clusters Score -2150492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2150485.250000 Penalty: 4852.822266
	Iteration 35Q: 3 clusters Score -2150485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2150488.500000 Penalty: 4852.822266
	Iteration 36Q: 3 clusters Score -2150488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2150490.500000 Penalty: 4852.822266
	Iteration 37Q: 3 clusters Score -2150490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2150492.000000 Penalty: 4852.822266
	Iteration 38Q: 3 clusters Score -2150492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2150498.000000 Penalty: 4852.822266
	Iteration 39Q: 3 clusters Score -2150498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2150498.000000 Penalty: 4852.822266
	Iteration 40F: 3 clusters Score -2150498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2150497.250000 Penalty: 4852.822266
	Iteration 41Q: 3 clusters Score -2150497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2150502.500000 Penalty: 4852.822266
	Iteration 42Q: 3 clusters Score -2150502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2150501.000000 Penalty: 4852.822266
	Iteration 43Q: 3 clusters Score -2150501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2150503.000000 Penalty: 4852.822266
	Iteration 44Q: 3 clusters Score -2150503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2150505.500000 Penalty: 4852.822266
	Iteration 45Q: 3 clusters Score -2150506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2150505.500000 Penalty: 4852.822266
	Iteration 46F: 3 clusters Score -2150506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -664216.750000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664216.8 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -665466.250000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665466.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -665782.062500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665782.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -666017.500000 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -666017.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -666221.375000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -666221.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -666424.687500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -666424.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -666646.312500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666646.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -666857.937500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666857.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -667039.312500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -667039.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -667198.500000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -667198.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -667348.750000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -667348.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -667535.312500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -667535.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -667765.312500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -667765.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -667940.750000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -667940.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -668025.062500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -668025.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -668070.750000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -668070.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -668103.125000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -668103.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -668126.000000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -668126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -668155.187500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -668155.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -668176.500000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -668176.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -668207.000000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -668207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -668234.562500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -668234.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -668259.937500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -668259.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -668276.312500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -668276.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -668288.187500 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -668288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -668298.125000 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -668298.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -668305.812500 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -668305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -668311.437500 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -668311.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -668321.000000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -668321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -668327.125000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -668327.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -668330.750000 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -668330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -668336.687500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -668336.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -668343.062500 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -668343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -668349.937500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -668349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -668356.500000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -668356.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -668363.875000 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -668363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -668368.937500 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -668368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -668375.625000 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -668375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -668383.562500 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -668383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -668386.812500 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -668386.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -668390.125000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -668390.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -668393.625000 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -668393.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -668398.437500 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -668398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -668404.437500 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -668404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -668407.187500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -668407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -668412.750000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -668412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -668411.687500 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -668411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -668413.187500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -668413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -668414.437500 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -668414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -668416.375000 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -668416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -668416.437500 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -668416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -668417.250000 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -668417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -668417.750000 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -668417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -668418.375000 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -668418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -668418.375000 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -668418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -668418.375000 Penalty: 4250.236816
	Iteration 55F: 3 clusters Score -668418.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161467.031250 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159308.640625 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159308.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159766.640625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -159766.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160103.718750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -160103.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160320.015625 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160447.796875 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160447.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -160535.593750 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -160535.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -160600.781250 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -160600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160663.062500 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -160663.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160707.234375 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -160707.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160734.890625 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -160734.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160754.203125 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -160754.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160792.921875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -160792.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -160856.562500 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -160856.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -160918.453125 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -160918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160972.156250 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -160972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -161003.828125 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -161003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161018.250000 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -161018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161025.500000 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -161025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -161026.218750 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -161026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -161026.781250 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -161026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -161032.953125 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -161033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161043.312500 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -161043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -161073.734375 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -161073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -161115.640625 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -161115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161148.140625 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -161148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -161173.265625 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -161173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161212.343750 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -161212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161248.046875 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -161248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161284.843750 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -161284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161297.578125 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -161297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161310.015625 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -161310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161316.156250 Penalty: 3576.565918
	Iteration 31Q: 3 clusters Score -161316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161316.921875 Penalty: 3576.565918
	Iteration 32Q: 3 clusters Score -161316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161319.843750 Penalty: 3576.565918
	Iteration 33Q: 3 clusters Score -161319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161326.078125 Penalty: 3576.565918
	Iteration 34Q: 3 clusters Score -161326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -161332.906250 Penalty: 3576.565918
	Iteration 35Q: 3 clusters Score -161332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -161336.812500 Penalty: 3576.565918
	Iteration 36Q: 3 clusters Score -161336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -161337.640625 Penalty: 3576.565918
	Iteration 37Q: 3 clusters Score -161337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161338.484375 Penalty: 3576.565918
	Iteration 38Q: 3 clusters Score -161338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161338.484375 Penalty: 3576.565918
	Iteration 39F: 3 clusters Score -161338.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Entering Unmasked Estep 
Score: -3130608.750000 Penalty: 2503.185059
	Iteration 0F: 2 clusters Score -3130609 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 12057 members 
Entering Unmasked Estep 
Score: -3113743.250000 Penalty: 5006.370117
	Iteration 0F: 3 clusters Score -3113743 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3119522.250000 Penalty: 5006.370117
	Iteration 1F: 3 clusters Score -3119522 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3119841.750000 Penalty: 5006.370117
	Iteration 2Q: 3 clusters Score -3119842 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3120085.750000 Penalty: 5006.370117
	Iteration 3Q: 3 clusters Score -3120086 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3120282.500000 Penalty: 5006.370117
	Iteration 4Q: 3 clusters Score -3120282 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3120426.000000 Penalty: 5006.370117
	Iteration 5Q: 3 clusters Score -3120426 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3120589.250000 Penalty: 5006.370117
	Iteration 6Q: 3 clusters Score -3120589 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3120717.000000 Penalty: 5006.370117
	Iteration 7Q: 3 clusters Score -3120717 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3120811.750000 Penalty: 5006.370117
	Iteration 8Q: 3 clusters Score -3120812 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3120916.250000 Penalty: 5006.370117
	Iteration 9Q: 3 clusters Score -3120916 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3120994.000000 Penalty: 5006.370117
	Iteration 10Q: 3 clusters Score -3120994 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3121084.000000 Penalty: 5006.370117
	Iteration 11Q: 3 clusters Score -3121084 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3121171.750000 Penalty: 5006.370117
	Iteration 12Q: 3 clusters Score -3121172 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3121288.000000 Penalty: 5006.370117
	Iteration 13Q: 3 clusters Score -3121288 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3121407.750000 Penalty: 5006.370117
	Iteration 14Q: 3 clusters Score -3121408 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3121557.000000 Penalty: 5006.370117
	Iteration 15Q: 3 clusters Score -3121557 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3121730.750000 Penalty: 5006.370117
	Iteration 16Q: 3 clusters Score -3121731 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3121962.500000 Penalty: 5006.370117
	Iteration 17Q: 3 clusters Score -3121962 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3122313.750000 Penalty: 5006.370117
	Iteration 18Q: 3 clusters Score -3122314 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3122797.250000 Penalty: 5006.370117
	Iteration 19Q: 3 clusters Score -3122797 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3123367.250000 Penalty: 5006.370117
	Iteration 20F: 3 clusters Score -3123367 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3124042.000000 Penalty: 5006.370117
	Iteration 21Q: 3 clusters Score -3124042 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3124839.000000 Penalty: 5006.370117
	Iteration 22Q: 3 clusters Score -3124839 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3125674.000000 Penalty: 5006.370117
	Iteration 23Q: 3 clusters Score -3125674 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3126475.500000 Penalty: 5006.370117
	Iteration 24Q: 3 clusters Score -3126476 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3127157.250000 Penalty: 5006.370117
	Iteration 25Q: 3 clusters Score -3127157 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3127638.250000 Penalty: 5006.370117
	Iteration 26Q: 3 clusters Score -3127638 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3127963.250000 Penalty: 5006.370117
	Iteration 27Q: 3 clusters Score -3127963 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3128187.000000 Penalty: 5006.370117
	Iteration 28Q: 3 clusters Score -3128187 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3128279.750000 Penalty: 5006.370117
	Iteration 29Q: 3 clusters Score -3128280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3128323.750000 Penalty: 5006.370117
	Iteration 30Q: 3 clusters Score -3128324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3128357.250000 Penalty: 5006.370117
	Iteration 31Q: 3 clusters Score -3128357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3128401.250000 Penalty: 5006.370117
	Iteration 32Q: 3 clusters Score -3128401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3128421.750000 Penalty: 5006.370117
	Iteration 33Q: 3 clusters Score -3128422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3128443.500000 Penalty: 5006.370117
	Iteration 34Q: 3 clusters Score -3128444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3128453.500000 Penalty: 5006.370117
	Iteration 35Q: 3 clusters Score -3128454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3128462.250000 Penalty: 5006.370117
	Iteration 36Q: 3 clusters Score -3128462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3128465.250000 Penalty: 5006.370117
	Iteration 37Q: 3 clusters Score -3128465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3128468.250000 Penalty: 5006.370117
	Iteration 38Q: 3 clusters Score -3128468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3128472.000000 Penalty: 5006.370117
	Iteration 39Q: 3 clusters Score -3128472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3128472.750000 Penalty: 5006.370117
	Iteration 40F: 3 clusters Score -3128473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -553047.625000 Penalty: 2100.377197
	Iteration 0F: 2 clusters Score -553047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -548675.125000 Penalty: 4200.754395
	Iteration 0F: 3 clusters Score -548675.1 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -549829.875000 Penalty: 4200.754395
	Iteration 1F: 3 clusters Score -549829.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -550201.125000 Penalty: 4200.754395
	Iteration 2F: 3 clusters Score -550201.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -550717.937500 Penalty: 4200.754395
	Iteration 3F: 3 clusters Score -550717.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -551296.250000 Penalty: 4200.754395
	Iteration 4F: 3 clusters Score -551296.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -551749.500000 Penalty: 4200.754395
	Iteration 5F: 3 clusters Score -551749.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -551994.062500 Penalty: 4200.754395
	Iteration 6F: 3 clusters Score -551994.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -552131.750000 Penalty: 4200.754395
	Iteration 7Q: 3 clusters Score -552131.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -552225.562500 Penalty: 4200.754395
	Iteration 8Q: 3 clusters Score -552225.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -552290.125000 Penalty: 4200.754395
	Iteration 9Q: 3 clusters Score -552290.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -552345.250000 Penalty: 4200.754395
	Iteration 10Q: 3 clusters Score -552345.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -552385.312500 Penalty: 4200.754395
	Iteration 11Q: 3 clusters Score -552385.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -552407.125000 Penalty: 4200.754395
	Iteration 12Q: 3 clusters Score -552407.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -552430.625000 Penalty: 4200.754395
	Iteration 13Q: 3 clusters Score -552430.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -552442.250000 Penalty: 4200.754395
	Iteration 14Q: 3 clusters Score -552442.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -552447.687500 Penalty: 4200.754395
	Iteration 15Q: 3 clusters Score -552447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -552454.937500 Penalty: 4200.754395
	Iteration 16Q: 3 clusters Score -552454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -552457.937500 Penalty: 4200.754395
	Iteration 17Q: 3 clusters Score -552457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -552464.125000 Penalty: 4200.754395
	Iteration 18Q: 3 clusters Score -552464.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -552470.812500 Penalty: 4200.754395
	Iteration 19Q: 3 clusters Score -552470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -552474.250000 Penalty: 4200.754395
	Iteration 20F: 3 clusters Score -552474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -552482.312500 Penalty: 4200.754395
	Iteration 21Q: 3 clusters Score -552482.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -552491.875000 Penalty: 4200.754395
	Iteration 22Q: 3 clusters Score -552491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -552496.312500 Penalty: 4200.754395
	Iteration 23Q: 3 clusters Score -552496.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -552504.812500 Penalty: 4200.754395
	Iteration 24Q: 3 clusters Score -552504.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -552515.750000 Penalty: 4200.754395
	Iteration 25Q: 3 clusters Score -552515.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -552528.125000 Penalty: 4200.754395
	Iteration 26Q: 3 clusters Score -552528.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -552542.812500 Penalty: 4200.754395
	Iteration 27Q: 3 clusters Score -552542.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -552560.937500 Penalty: 4200.754395
	Iteration 28Q: 3 clusters Score -552560.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -552579.312500 Penalty: 4200.754395
	Iteration 29Q: 3 clusters Score -552579.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -552591.187500 Penalty: 4200.754395
	Iteration 30Q: 3 clusters Score -552591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -552599.437500 Penalty: 4200.754395
	Iteration 31Q: 3 clusters Score -552599.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -552607.250000 Penalty: 4200.754395
	Iteration 32Q: 3 clusters Score -552607.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -552612.500000 Penalty: 4200.754395
	Iteration 33Q: 3 clusters Score -552612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -552614.500000 Penalty: 4200.754395
	Iteration 34Q: 3 clusters Score -552614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -552617.625000 Penalty: 4200.754395
	Iteration 35Q: 3 clusters Score -552617.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -552621.187500 Penalty: 4200.754395
	Iteration 36Q: 3 clusters Score -552621.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -552626.875000 Penalty: 4200.754395
	Iteration 37Q: 3 clusters Score -552626.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -552633.437500 Penalty: 4200.754395
	Iteration 38Q: 3 clusters Score -552633.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -552639.437500 Penalty: 4200.754395
	Iteration 39Q: 3 clusters Score -552639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -552641.312500 Penalty: 4200.754395
	Iteration 40F: 3 clusters Score -552641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -552645.000000 Penalty: 4200.754395
	Iteration 41Q: 3 clusters Score -552645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -552647.000000 Penalty: 4200.754395
	Iteration 42Q: 3 clusters Score -552647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -552647.562500 Penalty: 4200.754395
	Iteration 43Q: 3 clusters Score -552647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -552647.687500 Penalty: 4200.754395
	Iteration 44Q: 3 clusters Score -552647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -552647.625000 Penalty: 4200.754395
	Iteration 45Q: 3 clusters Score -552647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -552649.062500 Penalty: 4200.754395
	Iteration 46Q: 3 clusters Score -552649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -552649.937500 Penalty: 4200.754395
	Iteration 47Q: 3 clusters Score -552649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -552650.250000 Penalty: 4200.754395
	Iteration 48Q: 3 clusters Score -552650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -552651.687500 Penalty: 4200.754395
	Iteration 49Q: 3 clusters Score -552651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -552651.937500 Penalty: 4200.754395
	Iteration 50Q: 3 clusters Score -552651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -552652.687500 Penalty: 4200.754395
	Iteration 51Q: 3 clusters Score -552652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -552652.687500 Penalty: 4200.754395
	Iteration 52Q: 3 clusters Score -552652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -552654.187500 Penalty: 4200.754395
	Iteration 53Q: 3 clusters Score -552654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -552653.375000 Penalty: 4200.754395
	Iteration 54Q: 3 clusters Score -552653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -552653.312500 Penalty: 4200.754395
	Iteration 55Q: 3 clusters Score -552653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -552654.750000 Penalty: 4200.754395
	Iteration 56Q: 3 clusters Score -552654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -552654.750000 Penalty: 4200.754395
	Iteration 57F: 3 clusters Score -552654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117306 members 
Entering Unmasked Estep 
Score: -15323652.000000 Penalty: 2894.790283
	Iteration 0F: 2 clusters Score -1.532365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -15245410.000000 Penalty: 5789.580566
	Iteration 0F: 3 clusters Score -1.524541e+07 nChanged 55594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -15277505.000000 Penalty: 5789.580566
	Iteration 1F: 3 clusters Score -1.52775e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -15278619.000000 Penalty: 5789.580566
	Iteration 2Q: 3 clusters Score -1.527862e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -15279958.000000 Penalty: 5789.580566
	Iteration 3Q: 3 clusters Score -1.527996e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -15281839.000000 Penalty: 5789.580566
	Iteration 4Q: 3 clusters Score -1.528184e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -15284475.000000 Penalty: 5789.580566
	Iteration 5Q: 3 clusters Score -1.528448e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -15287871.000000 Penalty: 5789.580566
	Iteration 6F: 3 clusters Score -1.528787e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -15291920.000000 Penalty: 5789.580566
	Iteration 7F: 3 clusters Score -1.529192e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -15295861.000000 Penalty: 5789.580566
	Iteration 8F: 3 clusters Score -1.529586e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -15299592.000000 Penalty: 5789.580566
	Iteration 9F: 3 clusters Score -1.529959e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -15302765.000000 Penalty: 5789.580566
	Iteration 10Q: 3 clusters Score -1.530276e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -15305920.000000 Penalty: 5789.580566
	Iteration 11Q: 3 clusters Score -1.530592e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -15308700.000000 Penalty: 5789.580566
	Iteration 12Q: 3 clusters Score -1.53087e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -15311318.000000 Penalty: 5789.580566
	Iteration 13Q: 3 clusters Score -1.531132e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -15313787.000000 Penalty: 5789.580566
	Iteration 14Q: 3 clusters Score -1.531379e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -15315865.000000 Penalty: 5789.580566
	Iteration 15Q: 3 clusters Score -1.531586e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -15317359.000000 Penalty: 5789.580566
	Iteration 16Q: 3 clusters Score -1.531736e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -15318578.000000 Penalty: 5789.580566
	Iteration 17Q: 3 clusters Score -1.531858e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -15319484.000000 Penalty: 5789.580566
	Iteration 18Q: 3 clusters Score -1.531948e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -15320087.000000 Penalty: 5789.580566
	Iteration 19Q: 3 clusters Score -1.532009e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112581 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -15320496.000000 Penalty: 5789.580566
	Iteration 20F: 3 clusters Score -1.53205e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113267 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -15320765.000000 Penalty: 5789.580566
	Iteration 21Q: 3 clusters Score -1.532076e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113769 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -15320991.000000 Penalty: 5789.580566
	Iteration 22Q: 3 clusters Score -1.532099e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114165 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -15321150.000000 Penalty: 5789.580566
	Iteration 23Q: 3 clusters Score -1.532115e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15321239.000000 Penalty: 5789.580566
	Iteration 24Q: 3 clusters Score -1.532124e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15321352.000000 Penalty: 5789.580566
	Iteration 25Q: 3 clusters Score -1.532135e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114810 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -15321453.000000 Penalty: 5789.580566
	Iteration 26Q: 3 clusters Score -1.532145e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114940 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15321519.000000 Penalty: 5789.580566
	Iteration 27Q: 3 clusters Score -1.532152e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -15321553.000000 Penalty: 5789.580566
	Iteration 28Q: 3 clusters Score -1.532155e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -15321556.000000 Penalty: 5789.580566
	Iteration 29Q: 3 clusters Score -1.532156e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115165 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15321581.000000 Penalty: 5789.580566
	Iteration 30Q: 3 clusters Score -1.532158e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15321585.000000 Penalty: 5789.580566
	Iteration 31Q: 3 clusters Score -1.532158e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -15321597.000000 Penalty: 5789.580566
	Iteration 32Q: 3 clusters Score -1.53216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115303 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -15321598.000000 Penalty: 5789.580566
	Iteration 33Q: 3 clusters Score -1.53216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -15321596.000000 Penalty: 5789.580566
	Iteration 34Q: 3 clusters Score -1.53216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -15321620.000000 Penalty: 5789.580566
	Iteration 35Q: 3 clusters Score -1.532162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15321625.000000 Penalty: 5789.580566
	Iteration 36Q: 3 clusters Score -1.532162e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -15321650.000000 Penalty: 5789.580566
	Iteration 37Q: 3 clusters Score -1.532165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -15321651.000000 Penalty: 5789.580566
	Iteration 38Q: 3 clusters Score -1.532165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15321664.000000 Penalty: 5789.580566
	Iteration 39Q: 3 clusters Score -1.532166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15321657.000000 Penalty: 5789.580566
	Iteration 40F: 3 clusters Score -1.532166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115524 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15321672.000000 Penalty: 5789.580566
	Iteration 41Q: 3 clusters Score -1.532167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115540 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -15321666.000000 Penalty: 5789.580566
	Iteration 42Q: 3 clusters Score -1.532167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -15321669.000000 Penalty: 5789.580566
	Iteration 43Q: 3 clusters Score -1.532167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15321661.000000 Penalty: 5789.580566
	Iteration 44Q: 3 clusters Score -1.532166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15321658.000000 Penalty: 5789.580566
	Iteration 45Q: 3 clusters Score -1.532166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15321659.000000 Penalty: 5789.580566
	Iteration 46Q: 3 clusters Score -1.532166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15321668.000000 Penalty: 5789.580566
	Iteration 47Q: 3 clusters Score -1.532167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -15321674.000000 Penalty: 5789.580566
	Iteration 48Q: 3 clusters Score -1.532167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -15321684.000000 Penalty: 5789.580566
	Iteration 49Q: 3 clusters Score -1.532168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15321677.000000 Penalty: 5789.580566
	Iteration 50Q: 3 clusters Score -1.532168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115587 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15321694.000000 Penalty: 5789.580566
	Iteration 51Q: 3 clusters Score -1.532169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15321689.000000 Penalty: 5789.580566
	Iteration 52Q: 3 clusters Score -1.532169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15321684.000000 Penalty: 5789.580566
	Iteration 53Q: 3 clusters Score -1.532168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15321685.000000 Penalty: 5789.580566
	Iteration 54Q: 3 clusters Score -1.532168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15321688.000000 Penalty: 5789.580566
	Iteration 55Q: 3 clusters Score -1.532169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115596 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15321691.000000 Penalty: 5789.580566
	Iteration 56Q: 3 clusters Score -1.532169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15321693.000000 Penalty: 5789.580566
	Iteration 57Q: 3 clusters Score -1.532169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -15321694.000000 Penalty: 5789.580566
	Iteration 58Q: 3 clusters Score -1.532169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15321696.000000 Penalty: 5789.580566
	Iteration 59Q: 3 clusters Score -1.53217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -15321690.000000 Penalty: 5789.580566
	Iteration 60F: 3 clusters Score -1.532169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Entering Unmasked Estep 
Score: -6174259.500000 Penalty: 2671.927734
	Iteration 0F: 2 clusters Score -6174260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6142220.500000 Penalty: 5343.855469
	Iteration 0F: 3 clusters Score -6142220 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -6154350.000000 Penalty: 5343.855469
	Iteration 1F: 3 clusters Score -6154350 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6155311.500000 Penalty: 5343.855469
	Iteration 2Q: 3 clusters Score -6155312 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6156662.000000 Penalty: 5343.855469
	Iteration 3F: 3 clusters Score -6156662 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -6158313.500000 Penalty: 5343.855469
	Iteration 4F: 3 clusters Score -6158314 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -6160004.500000 Penalty: 5343.855469
	Iteration 5F: 3 clusters Score -6160004 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6161851.500000 Penalty: 5343.855469
	Iteration 6F: 3 clusters Score -6161852 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -6163725.500000 Penalty: 5343.855469
	Iteration 7F: 3 clusters Score -6163726 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -6165526.500000 Penalty: 5343.855469
	Iteration 8F: 3 clusters Score -6165526 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -6167246.000000 Penalty: 5343.855469
	Iteration 9F: 3 clusters Score -6167246 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -6168631.000000 Penalty: 5343.855469
	Iteration 10Q: 3 clusters Score -6168631 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -6169738.000000 Penalty: 5343.855469
	Iteration 11Q: 3 clusters Score -6169738 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6170628.500000 Penalty: 5343.855469
	Iteration 12Q: 3 clusters Score -6170628 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -6171209.500000 Penalty: 5343.855469
	Iteration 13Q: 3 clusters Score -6171210 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -6171606.500000 Penalty: 5343.855469
	Iteration 14Q: 3 clusters Score -6171606 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -6171896.000000 Penalty: 5343.855469
	Iteration 15Q: 3 clusters Score -6171896 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -6172046.500000 Penalty: 5343.855469
	Iteration 16Q: 3 clusters Score -6172046 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -6172159.000000 Penalty: 5343.855469
	Iteration 17Q: 3 clusters Score -6172159 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -6172257.500000 Penalty: 5343.855469
	Iteration 18Q: 3 clusters Score -6172258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -6172344.500000 Penalty: 5343.855469
	Iteration 19Q: 3 clusters Score -6172344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -6172385.500000 Penalty: 5343.855469
	Iteration 20F: 3 clusters Score -6172386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6172415.000000 Penalty: 5343.855469
	Iteration 21Q: 3 clusters Score -6172415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6172455.500000 Penalty: 5343.855469
	Iteration 22Q: 3 clusters Score -6172456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6172475.000000 Penalty: 5343.855469
	Iteration 23Q: 3 clusters Score -6172475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6172487.500000 Penalty: 5343.855469
	Iteration 24Q: 3 clusters Score -6172488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6172501.500000 Penalty: 5343.855469
	Iteration 25Q: 3 clusters Score -6172502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -6172508.000000 Penalty: 5343.855469
	Iteration 26Q: 3 clusters Score -6172508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6172511.500000 Penalty: 5343.855469
	Iteration 27Q: 3 clusters Score -6172512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -6172512.500000 Penalty: 5343.855469
	Iteration 28Q: 3 clusters Score -6172512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -6172521.500000 Penalty: 5343.855469
	Iteration 29Q: 3 clusters Score -6172522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6172527.000000 Penalty: 5343.855469
	Iteration 30Q: 3 clusters Score -6172527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6172534.500000 Penalty: 5343.855469
	Iteration 31Q: 3 clusters Score -6172534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -6172532.000000 Penalty: 5343.855469
	Iteration 32Q: 3 clusters Score -6172532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6172538.000000 Penalty: 5343.855469
	Iteration 33Q: 3 clusters Score -6172538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -6172545.500000 Penalty: 5343.855469
	Iteration 34Q: 3 clusters Score -6172546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -6172538.000000 Penalty: 5343.855469
	Iteration 35Q: 3 clusters Score -6172538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6172534.000000 Penalty: 5343.855469
	Iteration 36Q: 3 clusters Score -6172534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -6172536.000000 Penalty: 5343.855469
	Iteration 37Q: 3 clusters Score -6172536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6172536.500000 Penalty: 5343.855469
	Iteration 38Q: 3 clusters Score -6172536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6172536.500000 Penalty: 5343.855469
	Iteration 39F: 3 clusters Score -6172536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -200130.625000 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -200130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -197687.984375 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -197688 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198130.218750 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -198130.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -198278.515625 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -198278.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198369.265625 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -198369.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -198429.250000 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -198429.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198469.140625 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -198469.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -198500.734375 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -198500.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -198520.718750 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -198520.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -198540.078125 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -198540.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198552.375000 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -198552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -198559.078125 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -198559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -198566.390625 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -198566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -198573.562500 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -198573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -198577.609375 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -198577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198583.281250 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -198583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -198591.968750 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -198592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -198595.359375 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -198595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -198600.031250 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -198600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -198605.312500 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -198605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -198614.921875 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -198614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -198621.312500 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -198621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -198627.515625 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -198627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -198630.484375 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -198630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -198636.218750 Penalty: 3693.795410
	Iteration 23Q: 3 clusters Score -198636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -198641.062500 Penalty: 3693.795410
	Iteration 24Q: 3 clusters Score -198641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198644.828125 Penalty: 3693.795410
	Iteration 25Q: 3 clusters Score -198644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -198650.312500 Penalty: 3693.795410
	Iteration 26Q: 3 clusters Score -198650.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198654.625000 Penalty: 3693.795410
	Iteration 27Q: 3 clusters Score -198654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -198659.750000 Penalty: 3693.795410
	Iteration 28Q: 3 clusters Score -198659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198662.078125 Penalty: 3693.795410
	Iteration 29Q: 3 clusters Score -198662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -198664.968750 Penalty: 3693.795410
	Iteration 30Q: 3 clusters Score -198665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -198670.234375 Penalty: 3693.795410
	Iteration 31Q: 3 clusters Score -198670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -198671.078125 Penalty: 3693.795410
	Iteration 32Q: 3 clusters Score -198671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198673.421875 Penalty: 3693.795410
	Iteration 33Q: 3 clusters Score -198673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198673.421875 Penalty: 3693.795410
	Iteration 34F: 3 clusters Score -198673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -515892.906250 Penalty: 2070.906494
	Iteration 0F: 2 clusters Score -515892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -511842.750000 Penalty: 4141.812988
	Iteration 0F: 3 clusters Score -511842.8 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -512858.687500 Penalty: 4141.812988
	Iteration 1F: 3 clusters Score -512858.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -513116.093750 Penalty: 4141.812988
	Iteration 2F: 3 clusters Score -513116.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -513282.687500 Penalty: 4141.812988
	Iteration 3F: 3 clusters Score -513282.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -513445.468750 Penalty: 4141.812988
	Iteration 4Q: 3 clusters Score -513445.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -513637.656250 Penalty: 4141.812988
	Iteration 5Q: 3 clusters Score -513637.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -513833.718750 Penalty: 4141.812988
	Iteration 6Q: 3 clusters Score -513833.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -513980.187500 Penalty: 4141.812988
	Iteration 7Q: 3 clusters Score -513980.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -514081.156250 Penalty: 4141.812988
	Iteration 8Q: 3 clusters Score -514081.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -514154.656250 Penalty: 4141.812988
	Iteration 9Q: 3 clusters Score -514154.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -514213.125000 Penalty: 4141.812988
	Iteration 10Q: 3 clusters Score -514213.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -514243.687500 Penalty: 4141.812988
	Iteration 11Q: 3 clusters Score -514243.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -514267.531250 Penalty: 4141.812988
	Iteration 12Q: 3 clusters Score -514267.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -514285.218750 Penalty: 4141.812988
	Iteration 13Q: 3 clusters Score -514285.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -514301.343750 Penalty: 4141.812988
	Iteration 14Q: 3 clusters Score -514301.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -514313.062500 Penalty: 4141.812988
	Iteration 15Q: 3 clusters Score -514313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -514320.875000 Penalty: 4141.812988
	Iteration 16Q: 3 clusters Score -514320.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -514330.125000 Penalty: 4141.812988
	Iteration 17Q: 3 clusters Score -514330.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -514333.937500 Penalty: 4141.812988
	Iteration 18Q: 3 clusters Score -514333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -514337.875000 Penalty: 4141.812988
	Iteration 19Q: 3 clusters Score -514337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -514341.500000 Penalty: 4141.812988
	Iteration 20F: 3 clusters Score -514341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -514344.250000 Penalty: 4141.812988
	Iteration 21Q: 3 clusters Score -514344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -514347.000000 Penalty: 4141.812988
	Iteration 22Q: 3 clusters Score -514347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -514348.562500 Penalty: 4141.812988
	Iteration 23Q: 3 clusters Score -514348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -514351.656250 Penalty: 4141.812988
	Iteration 24Q: 3 clusters Score -514351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -514353.687500 Penalty: 4141.812988
	Iteration 25Q: 3 clusters Score -514353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -514353.687500 Penalty: 4141.812988
	Iteration 26Q: 3 clusters Score -514353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -514354.406250 Penalty: 4141.812988
	Iteration 27Q: 3 clusters Score -514354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -514354.750000 Penalty: 4141.812988
	Iteration 28Q: 3 clusters Score -514354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514354.843750 Penalty: 4141.812988
	Iteration 29Q: 3 clusters Score -514354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514354.843750 Penalty: 4141.812988
	Iteration 30F: 3 clusters Score -514354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31931.345703 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31931.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32043.480469 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32043.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32079.843750 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32079.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32102.341797 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32102.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32111.097656 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32111.097656 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -32111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -832922.125000 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -832922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -827525.562500 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -827525.6 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -829017.375000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -829017.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -829315.000000 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -829315 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -829493.937500 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -829493.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -829639.125000 Penalty: 4347.822266
	Iteration 4Q: 3 clusters Score -829639.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -829773.062500 Penalty: 4347.822266
	Iteration 5Q: 3 clusters Score -829773.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -829894.437500 Penalty: 4347.822266
	Iteration 6Q: 3 clusters Score -829894.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -830010.875000 Penalty: 4347.822266
	Iteration 7Q: 3 clusters Score -830010.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -830107.812500 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -830107.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -830201.125000 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -830201.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -830280.875000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -830280.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -830350.437500 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -830350.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -830407.125000 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -830407.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -830456.312500 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -830456.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -830501.937500 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -830501.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -830535.625000 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -830535.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -830560.187500 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -830560.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -830580.000000 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -830580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -830602.187500 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -830602.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -830621.000000 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -830621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -830638.875000 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -830638.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -830654.437500 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -830654.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -830668.062500 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -830668.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -830676.062500 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -830676.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -830687.875000 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -830687.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -830703.437500 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -830703.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -830720.625000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -830720.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -830735.250000 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -830735.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -830748.250000 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -830748.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -830762.250000 Penalty: 4347.822266
	Iteration 29Q: 3 clusters Score -830762.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -830776.812500 Penalty: 4347.822266
	Iteration 30Q: 3 clusters Score -830776.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -830793.937500 Penalty: 4347.822266
	Iteration 31Q: 3 clusters Score -830793.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -830803.937500 Penalty: 4347.822266
	Iteration 32Q: 3 clusters Score -830803.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -830815.000000 Penalty: 4347.822266
	Iteration 33Q: 3 clusters Score -830815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -830826.875000 Penalty: 4347.822266
	Iteration 34Q: 3 clusters Score -830826.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -830837.687500 Penalty: 4347.822266
	Iteration 35Q: 3 clusters Score -830837.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -830850.625000 Penalty: 4347.822266
	Iteration 36Q: 3 clusters Score -830850.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -830871.062500 Penalty: 4347.822266
	Iteration 37Q: 3 clusters Score -830871.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -830893.937500 Penalty: 4347.822266
	Iteration 38Q: 3 clusters Score -830893.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -830911.125000 Penalty: 4347.822266
	Iteration 39Q: 3 clusters Score -830911.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -830933.875000 Penalty: 4347.822266
	Iteration 40F: 3 clusters Score -830933.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -830952.125000 Penalty: 4347.822266
	Iteration 41Q: 3 clusters Score -830952.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -830971.187500 Penalty: 4347.822266
	Iteration 42Q: 3 clusters Score -830971.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -830987.500000 Penalty: 4347.822266
	Iteration 43Q: 3 clusters Score -830987.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -831007.187500 Penalty: 4347.822266
	Iteration 44Q: 3 clusters Score -831007.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -831027.562500 Penalty: 4347.822266
	Iteration 45Q: 3 clusters Score -831027.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -831048.125000 Penalty: 4347.822266
	Iteration 46Q: 3 clusters Score -831048.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -831066.437500 Penalty: 4347.822266
	Iteration 47Q: 3 clusters Score -831066.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -831082.125000 Penalty: 4347.822266
	Iteration 48Q: 3 clusters Score -831082.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -831094.812500 Penalty: 4347.822266
	Iteration 49Q: 3 clusters Score -831094.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -831106.000000 Penalty: 4347.822266
	Iteration 50Q: 3 clusters Score -831106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -831117.437500 Penalty: 4347.822266
	Iteration 51Q: 3 clusters Score -831117.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -831138.187500 Penalty: 4347.822266
	Iteration 52Q: 3 clusters Score -831138.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -831151.437500 Penalty: 4347.822266
	Iteration 53Q: 3 clusters Score -831151.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -831163.250000 Penalty: 4347.822266
	Iteration 54Q: 3 clusters Score -831163.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -831175.437500 Penalty: 4347.822266
	Iteration 55Q: 3 clusters Score -831175.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -831191.187500 Penalty: 4347.822266
	Iteration 56Q: 3 clusters Score -831191.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -831208.312500 Penalty: 4347.822266
	Iteration 57Q: 3 clusters Score -831208.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -831222.687500 Penalty: 4347.822266
	Iteration 58Q: 3 clusters Score -831222.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -831233.000000 Penalty: 4347.822266
	Iteration 59Q: 3 clusters Score -831233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -831247.187500 Penalty: 4347.822266
	Iteration 60F: 3 clusters Score -831247.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -831257.750000 Penalty: 4347.822266
	Iteration 61Q: 3 clusters Score -831257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -831262.000000 Penalty: 4347.822266
	Iteration 62Q: 3 clusters Score -831262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -831264.562500 Penalty: 4347.822266
	Iteration 63Q: 3 clusters Score -831264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -831270.250000 Penalty: 4347.822266
	Iteration 64Q: 3 clusters Score -831270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -831273.937500 Penalty: 4347.822266
	Iteration 65Q: 3 clusters Score -831273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -831280.750000 Penalty: 4347.822266
	Iteration 66Q: 3 clusters Score -831280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -831286.187500 Penalty: 4347.822266
	Iteration 67Q: 3 clusters Score -831286.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -831292.937500 Penalty: 4347.822266
	Iteration 68Q: 3 clusters Score -831292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -831304.375000 Penalty: 4347.822266
	Iteration 69Q: 3 clusters Score -831304.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -831314.000000 Penalty: 4347.822266
	Iteration 70Q: 3 clusters Score -831314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -831318.812500 Penalty: 4347.822266
	Iteration 71Q: 3 clusters Score -831318.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -831325.687500 Penalty: 4347.822266
	Iteration 72Q: 3 clusters Score -831325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -831333.750000 Penalty: 4347.822266
	Iteration 73Q: 3 clusters Score -831333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -831342.062500 Penalty: 4347.822266
	Iteration 74Q: 3 clusters Score -831342.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -831349.187500 Penalty: 4347.822266
	Iteration 75Q: 3 clusters Score -831349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -831356.687500 Penalty: 4347.822266
	Iteration 76Q: 3 clusters Score -831356.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -831367.562500 Penalty: 4347.822266
	Iteration 77Q: 3 clusters Score -831367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -831374.250000 Penalty: 4347.822266
	Iteration 78Q: 3 clusters Score -831374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -831386.562500 Penalty: 4347.822266
	Iteration 79Q: 3 clusters Score -831386.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -831403.875000 Penalty: 4347.822266
	Iteration 80F: 3 clusters Score -831403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -831420.250000 Penalty: 4347.822266
	Iteration 81Q: 3 clusters Score -831420.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -831460.687500 Penalty: 4347.822266
	Iteration 82Q: 3 clusters Score -831460.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -831550.375000 Penalty: 4347.822266
	Iteration 83Q: 3 clusters Score -831550.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -831607.812500 Penalty: 4347.822266
	Iteration 84Q: 3 clusters Score -831607.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -831633.875000 Penalty: 4347.822266
	Iteration 85Q: 3 clusters Score -831633.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -831651.812500 Penalty: 4347.822266
	Iteration 86Q: 3 clusters Score -831651.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -831660.062500 Penalty: 4347.822266
	Iteration 87Q: 3 clusters Score -831660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -831664.187500 Penalty: 4347.822266
	Iteration 88Q: 3 clusters Score -831664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -831666.875000 Penalty: 4347.822266
	Iteration 89Q: 3 clusters Score -831666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -831666.812500 Penalty: 4347.822266
	Iteration 90Q: 3 clusters Score -831666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -831669.937500 Penalty: 4347.822266
	Iteration 91Q: 3 clusters Score -831669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -831669.937500 Penalty: 4347.822266
	Iteration 92F: 3 clusters Score -831669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -1106413.000000 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -1106413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1099829.500000 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -1099830 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1101636.375000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -1101636 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1101972.750000 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -1101973 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1102239.000000 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -1102239 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1102483.875000 Penalty: 4482.616699
	Iteration 4F: 3 clusters Score -1102484 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1102702.375000 Penalty: 4482.616699
	Iteration 5Q: 3 clusters Score -1102702 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1102884.625000 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -1102885 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1103071.125000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -1103071 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1103289.625000 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -1103290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1103477.750000 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -1103478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1103639.625000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -1103640 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1103791.625000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -1103792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1103932.500000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -1103932 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1104057.750000 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -1104058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1104159.125000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -1104159 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1104249.875000 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -1104250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1104316.500000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -1104316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1104359.000000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -1104359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1104396.000000 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -1104396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1104431.625000 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -1104432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1104467.125000 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -1104467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1104491.250000 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -1104491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1104514.750000 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -1104515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1104537.500000 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -1104538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1104554.125000 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -1104554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1104565.000000 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -1104565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1104576.750000 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -1104577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1104582.500000 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -1104582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1104585.250000 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -1104585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1104588.125000 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -1104588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1104591.625000 Penalty: 4482.616699
	Iteration 30Q: 3 clusters Score -1104592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1104595.625000 Penalty: 4482.616699
	Iteration 31Q: 3 clusters Score -1104596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1104594.750000 Penalty: 4482.616699
	Iteration 32Q: 3 clusters Score -1104595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1104596.500000 Penalty: 4482.616699
	Iteration 33Q: 3 clusters Score -1104596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1104597.500000 Penalty: 4482.616699
	Iteration 34Q: 3 clusters Score -1104598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1104597.250000 Penalty: 4482.616699
	Iteration 35Q: 3 clusters Score -1104597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1104599.500000 Penalty: 4482.616699
	Iteration 36Q: 3 clusters Score -1104600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1104603.000000 Penalty: 4482.616699
	Iteration 37Q: 3 clusters Score -1104603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1104604.125000 Penalty: 4482.616699
	Iteration 38Q: 3 clusters Score -1104604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1104606.625000 Penalty: 4482.616699
	Iteration 39Q: 3 clusters Score -1104607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1104605.250000 Penalty: 4482.616699
	Iteration 40F: 3 clusters Score -1104605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1104605.750000 Penalty: 4482.616699
	Iteration 41Q: 3 clusters Score -1104606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1104605.750000 Penalty: 4482.616699
	Iteration 42F: 3 clusters Score -1104606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Entering Unmasked Estep 
Score: -1332611.500000 Penalty: 2291.012939
	Iteration 0F: 2 clusters Score -1332612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1324717.875000 Penalty: 4582.025879
	Iteration 0F: 3 clusters Score -1324718 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1326963.125000 Penalty: 4582.025879
	Iteration 1F: 3 clusters Score -1326963 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1327309.875000 Penalty: 4582.025879
	Iteration 2F: 3 clusters Score -1327310 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1327563.000000 Penalty: 4582.025879
	Iteration 3F: 3 clusters Score -1327563 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1327778.375000 Penalty: 4582.025879
	Iteration 4Q: 3 clusters Score -1327778 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1327977.375000 Penalty: 4582.025879
	Iteration 5Q: 3 clusters Score -1327977 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1328138.375000 Penalty: 4582.025879
	Iteration 6Q: 3 clusters Score -1328138 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1328256.250000 Penalty: 4582.025879
	Iteration 7Q: 3 clusters Score -1328256 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1328367.375000 Penalty: 4582.025879
	Iteration 8Q: 3 clusters Score -1328367 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1328463.000000 Penalty: 4582.025879
	Iteration 9Q: 3 clusters Score -1328463 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1328549.875000 Penalty: 4582.025879
	Iteration 10Q: 3 clusters Score -1328550 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1328648.625000 Penalty: 4582.025879
	Iteration 11Q: 3 clusters Score -1328649 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1328744.625000 Penalty: 4582.025879
	Iteration 12Q: 3 clusters Score -1328745 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1328884.125000 Penalty: 4582.025879
	Iteration 13Q: 3 clusters Score -1328884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1329155.875000 Penalty: 4582.025879
	Iteration 14Q: 3 clusters Score -1329156 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1329742.625000 Penalty: 4582.025879
	Iteration 15Q: 3 clusters Score -1329743 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1330327.000000 Penalty: 4582.025879
	Iteration 16Q: 3 clusters Score -1330327 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1330688.500000 Penalty: 4582.025879
	Iteration 17Q: 3 clusters Score -1330688 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1330956.625000 Penalty: 4582.025879
	Iteration 18Q: 3 clusters Score -1330957 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1331164.875000 Penalty: 4582.025879
	Iteration 19Q: 3 clusters Score -1331165 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1331350.750000 Penalty: 4582.025879
	Iteration 20F: 3 clusters Score -1331351 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1331532.375000 Penalty: 4582.025879
	Iteration 21Q: 3 clusters Score -1331532 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1331737.625000 Penalty: 4582.025879
	Iteration 22Q: 3 clusters Score -1331738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1331895.000000 Penalty: 4582.025879
	Iteration 23Q: 3 clusters Score -1331895 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1332020.250000 Penalty: 4582.025879
	Iteration 24Q: 3 clusters Score -1332020 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1332095.875000 Penalty: 4582.025879
	Iteration 25Q: 3 clusters Score -1332096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1332155.500000 Penalty: 4582.025879
	Iteration 26Q: 3 clusters Score -1332156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1332184.000000 Penalty: 4582.025879
	Iteration 27Q: 3 clusters Score -1332184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1332203.000000 Penalty: 4582.025879
	Iteration 28Q: 3 clusters Score -1332203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1332211.250000 Penalty: 4582.025879
	Iteration 29Q: 3 clusters Score -1332211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1332221.000000 Penalty: 4582.025879
	Iteration 30Q: 3 clusters Score -1332221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1332235.625000 Penalty: 4582.025879
	Iteration 31Q: 3 clusters Score -1332236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1332251.750000 Penalty: 4582.025879
	Iteration 32Q: 3 clusters Score -1332252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1332264.875000 Penalty: 4582.025879
	Iteration 33Q: 3 clusters Score -1332265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1332286.625000 Penalty: 4582.025879
	Iteration 34Q: 3 clusters Score -1332287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1332310.375000 Penalty: 4582.025879
	Iteration 35Q: 3 clusters Score -1332310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1332327.500000 Penalty: 4582.025879
	Iteration 36Q: 3 clusters Score -1332328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1332341.000000 Penalty: 4582.025879
	Iteration 37Q: 3 clusters Score -1332341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1332355.250000 Penalty: 4582.025879
	Iteration 38Q: 3 clusters Score -1332355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1332376.375000 Penalty: 4582.025879
	Iteration 39Q: 3 clusters Score -1332376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1332410.750000 Penalty: 4582.025879
	Iteration 40F: 3 clusters Score -1332411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1332442.750000 Penalty: 4582.025879
	Iteration 41Q: 3 clusters Score -1332443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1332486.250000 Penalty: 4582.025879
	Iteration 42Q: 3 clusters Score -1332486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1332531.625000 Penalty: 4582.025879
	Iteration 43Q: 3 clusters Score -1332532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1332598.375000 Penalty: 4582.025879
	Iteration 44Q: 3 clusters Score -1332598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1332679.625000 Penalty: 4582.025879
	Iteration 45Q: 3 clusters Score -1332680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1332787.000000 Penalty: 4582.025879
	Iteration 46Q: 3 clusters Score -1332787 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1332895.125000 Penalty: 4582.025879
	Iteration 47Q: 3 clusters Score -1332895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1332998.250000 Penalty: 4582.025879
	Iteration 48Q: 3 clusters Score -1332998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1333053.375000 Penalty: 4582.025879
	Iteration 49Q: 3 clusters Score -1333053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1333075.250000 Penalty: 4582.025879
	Iteration 50Q: 3 clusters Score -1333075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1333093.375000 Penalty: 4582.025879
	Iteration 51Q: 3 clusters Score -1333093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1333102.375000 Penalty: 4582.025879
	Iteration 52Q: 3 clusters Score -1333102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1333106.625000 Penalty: 4582.025879
	Iteration 53Q: 3 clusters Score -1333107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1333112.000000 Penalty: 4582.025879
	Iteration 54Q: 3 clusters Score -1333112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1333114.375000 Penalty: 4582.025879
	Iteration 55Q: 3 clusters Score -1333114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1333114.625000 Penalty: 4582.025879
	Iteration 56Q: 3 clusters Score -1333115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1333117.375000 Penalty: 4582.025879
	Iteration 57Q: 3 clusters Score -1333117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1333119.250000 Penalty: 4582.025879
	Iteration 58Q: 3 clusters Score -1333119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1333118.500000 Penalty: 4582.025879
	Iteration 59Q: 3 clusters Score -1333118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1333119.625000 Penalty: 4582.025879
	Iteration 60F: 3 clusters Score -1333120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1333124.125000 Penalty: 4582.025879
	Iteration 61Q: 3 clusters Score -1333124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1333124.125000 Penalty: 4582.025879
	Iteration 62F: 3 clusters Score -1333124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42018 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 117306 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 1723 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30506 members 
Mstep: Class 44 contains 8557 members 
Entering Unmasked Estep 
Score: -111270000.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111270528.000000 to -111270000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -654909.187500 Penalty: 2117.903320
	Iteration 0F: 2 clusters Score -654909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -650362.687500 Penalty: 4235.806641
	Iteration 0F: 3 clusters Score -650362.7 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -651484.562500 Penalty: 4235.806641
	Iteration 1F: 3 clusters Score -651484.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -651722.062500 Penalty: 4235.806641
	Iteration 2F: 3 clusters Score -651722.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -651882.187500 Penalty: 4235.806641
	Iteration 3F: 3 clusters Score -651882.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -652044.375000 Penalty: 4235.806641
	Iteration 4Q: 3 clusters Score -652044.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -652226.187500 Penalty: 4235.806641
	Iteration 5Q: 3 clusters Score -652226.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -652447.937500 Penalty: 4235.806641
	Iteration 6Q: 3 clusters Score -652447.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -652661.437500 Penalty: 4235.806641
	Iteration 7Q: 3 clusters Score -652661.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -652895.375000 Penalty: 4235.806641
	Iteration 8Q: 3 clusters Score -652895.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -653114.500000 Penalty: 4235.806641
	Iteration 9F: 3 clusters Score -653114.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -653274.625000 Penalty: 4235.806641
	Iteration 10Q: 3 clusters Score -653274.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -653385.875000 Penalty: 4235.806641
	Iteration 11Q: 3 clusters Score -653385.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -653434.437500 Penalty: 4235.806641
	Iteration 12Q: 3 clusters Score -653434.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -653455.375000 Penalty: 4235.806641
	Iteration 13Q: 3 clusters Score -653455.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -653469.687500 Penalty: 4235.806641
	Iteration 14Q: 3 clusters Score -653469.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -653477.375000 Penalty: 4235.806641
	Iteration 15Q: 3 clusters Score -653477.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -653485.812500 Penalty: 4235.806641
	Iteration 16Q: 3 clusters Score -653485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -653488.312500 Penalty: 4235.806641
	Iteration 17Q: 3 clusters Score -653488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -653492.562500 Penalty: 4235.806641
	Iteration 18Q: 3 clusters Score -653492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -653491.125000 Penalty: 4235.806641
	Iteration 19Q: 3 clusters Score -653491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -653493.000000 Penalty: 4235.806641
	Iteration 20F: 3 clusters Score -653493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -653495.000000 Penalty: 4235.806641
	Iteration 21Q: 3 clusters Score -653495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -653494.812500 Penalty: 4235.806641
	Iteration 22Q: 3 clusters Score -653494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -653497.562500 Penalty: 4235.806641
	Iteration 23Q: 3 clusters Score -653497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -653496.812500 Penalty: 4235.806641
	Iteration 24Q: 3 clusters Score -653496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -653496.562500 Penalty: 4235.806641
	Iteration 25Q: 3 clusters Score -653496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -653496.062500 Penalty: 4235.806641
	Iteration 26Q: 3 clusters Score -653496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -653496.562500 Penalty: 4235.806641
	Iteration 27Q: 3 clusters Score -653496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -653494.812500 Penalty: 4235.806641
	Iteration 28Q: 3 clusters Score -653494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -653494.812500 Penalty: 4235.806641
	Iteration 29F: 3 clusters Score -653494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -506870.312500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506870.3 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -507691.468750 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507691.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -507893.437500 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507893.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -508013.375000 Penalty: 4110.988770
	Iteration 3Q: 3 clusters Score -508013.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -508102.000000 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -508158.625000 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508158.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -508201.406250 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508201.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -508226.843750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508226.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -508245.656250 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508245.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -508261.437500 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508261.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -508273.562500 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508273.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -508285.250000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508285.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -508294.812500 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508294.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -508298.218750 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -508303.500000 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -508309.437500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -508309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -508313.750000 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -508313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -508319.718750 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -508319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -508322.250000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -508322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -508325.406250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -508325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -508328.750000 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -508328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -508333.031250 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -508333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508336.750000 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -508336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -508339.906250 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -508339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -508341.843750 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -508341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508345.062500 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -508345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508346.343750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -508346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -508349.593750 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -508349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -508353.093750 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -508353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508354.875000 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -508354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508359.125000 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -508359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508366.750000 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -508366.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -508374.187500 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -508374.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -508381.062500 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -508381.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508390.093750 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -508390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -508401.468750 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -508401.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -508414.812500 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -508414.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -508427.000000 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -508427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -508439.062500 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -508439.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -508450.250000 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -508450.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -508463.093750 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -508463.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -508482.531250 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -508482.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -508503.875000 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -508503.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -508529.468750 Penalty: 4110.988770
	Iteration 43Q: 3 clusters Score -508529.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -508553.812500 Penalty: 4110.988770
	Iteration 44Q: 3 clusters Score -508553.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -508587.562500 Penalty: 4110.988770
	Iteration 45Q: 3 clusters Score -508587.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -508611.000000 Penalty: 4110.988770
	Iteration 46Q: 3 clusters Score -508611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -508643.531250 Penalty: 4110.988770
	Iteration 47Q: 3 clusters Score -508643.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -508676.500000 Penalty: 4110.988770
	Iteration 48Q: 3 clusters Score -508676.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -508727.031250 Penalty: 4110.988770
	Iteration 49Q: 3 clusters Score -508727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -508781.500000 Penalty: 4110.988770
	Iteration 50Q: 3 clusters Score -508781.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -508840.968750 Penalty: 4110.988770
	Iteration 51Q: 3 clusters Score -508841 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -508903.687500 Penalty: 4110.988770
	Iteration 52Q: 3 clusters Score -508903.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -508942.531250 Penalty: 4110.988770
	Iteration 53Q: 3 clusters Score -508942.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -508972.781250 Penalty: 4110.988770
	Iteration 54Q: 3 clusters Score -508972.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -509002.062500 Penalty: 4110.988770
	Iteration 55Q: 3 clusters Score -509002.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -509032.031250 Penalty: 4110.988770
	Iteration 56Q: 3 clusters Score -509032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -509056.031250 Penalty: 4110.988770
	Iteration 57Q: 3 clusters Score -509056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -509086.125000 Penalty: 4110.988770
	Iteration 58Q: 3 clusters Score -509086.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -509115.093750 Penalty: 4110.988770
	Iteration 59Q: 3 clusters Score -509115.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -509134.218750 Penalty: 4110.988770
	Iteration 60F: 3 clusters Score -509134.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -509150.281250 Penalty: 4110.988770
	Iteration 61Q: 3 clusters Score -509150.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -509162.343750 Penalty: 4110.988770
	Iteration 62Q: 3 clusters Score -509162.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -509169.125000 Penalty: 4110.988770
	Iteration 63Q: 3 clusters Score -509169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -509175.343750 Penalty: 4110.988770
	Iteration 64Q: 3 clusters Score -509175.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -509180.187500 Penalty: 4110.988770
	Iteration 65Q: 3 clusters Score -509180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -509183.562500 Penalty: 4110.988770
	Iteration 66Q: 3 clusters Score -509183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -509186.000000 Penalty: 4110.988770
	Iteration 67Q: 3 clusters Score -509186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -509185.656250 Penalty: 4110.988770
	Iteration 68Q: 3 clusters Score -509185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -509185.656250 Penalty: 4110.988770
	Iteration 69F: 3 clusters Score -509185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -109666.164062 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -109666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107750.421875 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -107750.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108243.375000 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -108243.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -108476.078125 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -108476.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -108645.296875 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -108645.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108764.492188 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -108764.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -108821.015625 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -108821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -108876.085938 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -108876.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108927.460938 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -108927.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -108965.132812 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -108965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108995.953125 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -108996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109042.234375 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -109042.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109080.734375 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -109080.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109136.375000 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -109136.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109196.523438 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -109196.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109264.820312 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -109264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109297.742188 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -109297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109337.843750 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -109337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109373.539062 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -109373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109386.734375 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -109386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109389.492188 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -109389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109396.054688 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -109396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109399.218750 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -109399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109399.921875 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -109399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109399.921875 Penalty: 3454.679688
	Iteration 23F: 3 clusters Score -109399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -383649.156250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -383649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380207.687500 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -380207.7 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -381037.812500 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -381037.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -381324.375000 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -381324.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -381525.937500 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -381525.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -381745.843750 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -381745.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -381936.500000 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -381936.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -382097.437500 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -382097.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -382208.718750 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -382208.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -382286.531250 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -382286.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -382368.000000 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -382368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -382450.718750 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -382450.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -382520.156250 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -382520.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -382618.562500 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -382618.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382701.125000 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -382701.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -382765.031250 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -382765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -382797.562500 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -382797.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -382832.281250 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -382832.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -382850.625000 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -382850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -382856.718750 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -382856.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -382863.250000 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -382863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -382867.562500 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -382867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382871.281250 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -382871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -382873.937500 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -382873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -382878.156250 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -382878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -382881.156250 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -382881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -382882.187500 Penalty: 4014.357178
	Iteration 25Q: 3 clusters Score -382882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -382885.062500 Penalty: 4014.357178
	Iteration 26Q: 3 clusters Score -382885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -382888.562500 Penalty: 4014.357178
	Iteration 27Q: 3 clusters Score -382888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -382892.218750 Penalty: 4014.357178
	Iteration 28Q: 3 clusters Score -382892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -382893.781250 Penalty: 4014.357178
	Iteration 29Q: 3 clusters Score -382893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -382894.593750 Penalty: 4014.357178
	Iteration 30Q: 3 clusters Score -382894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -382895.687500 Penalty: 4014.357178
	Iteration 31Q: 3 clusters Score -382895.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -382895.687500 Penalty: 4014.357178
	Iteration 32F: 3 clusters Score -382895.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -360920.593750 Penalty: 1975.541382
	Iteration 0F: 2 clusters Score -360920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -357789.187500 Penalty: 3951.082764
	Iteration 0F: 3 clusters Score -357789.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -358512.718750 Penalty: 3951.082764
	Iteration 1F: 3 clusters Score -358512.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -358719.562500 Penalty: 3951.082764
	Iteration 2F: 3 clusters Score -358719.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -358866.375000 Penalty: 3951.082764
	Iteration 3Q: 3 clusters Score -358866.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -358972.875000 Penalty: 3951.082764
	Iteration 4Q: 3 clusters Score -358972.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359057.125000 Penalty: 3951.082764
	Iteration 5Q: 3 clusters Score -359057.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359126.500000 Penalty: 3951.082764
	Iteration 6Q: 3 clusters Score -359126.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359178.968750 Penalty: 3951.082764
	Iteration 7Q: 3 clusters Score -359179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -359233.593750 Penalty: 3951.082764
	Iteration 8Q: 3 clusters Score -359233.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -359292.750000 Penalty: 3951.082764
	Iteration 9Q: 3 clusters Score -359292.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -359332.687500 Penalty: 3951.082764
	Iteration 10Q: 3 clusters Score -359332.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -359374.937500 Penalty: 3951.082764
	Iteration 11Q: 3 clusters Score -359374.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -359408.656250 Penalty: 3951.082764
	Iteration 12Q: 3 clusters Score -359408.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -359442.843750 Penalty: 3951.082764
	Iteration 13Q: 3 clusters Score -359442.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -359476.250000 Penalty: 3951.082764
	Iteration 14Q: 3 clusters Score -359476.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -359504.437500 Penalty: 3951.082764
	Iteration 15Q: 3 clusters Score -359504.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -359532.562500 Penalty: 3951.082764
	Iteration 16Q: 3 clusters Score -359532.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -359558.406250 Penalty: 3951.082764
	Iteration 17Q: 3 clusters Score -359558.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -359580.812500 Penalty: 3951.082764
	Iteration 18Q: 3 clusters Score -359580.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -359599.875000 Penalty: 3951.082764
	Iteration 19Q: 3 clusters Score -359599.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -359620.187500 Penalty: 3951.082764
	Iteration 20F: 3 clusters Score -359620.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -359639.812500 Penalty: 3951.082764
	Iteration 21Q: 3 clusters Score -359639.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -359652.750000 Penalty: 3951.082764
	Iteration 22Q: 3 clusters Score -359652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -359664.875000 Penalty: 3951.082764
	Iteration 23Q: 3 clusters Score -359664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -359677.718750 Penalty: 3951.082764
	Iteration 24Q: 3 clusters Score -359677.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -359686.625000 Penalty: 3951.082764
	Iteration 25Q: 3 clusters Score -359686.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -359695.031250 Penalty: 3951.082764
	Iteration 26Q: 3 clusters Score -359695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -359703.781250 Penalty: 3951.082764
	Iteration 27Q: 3 clusters Score -359703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -359709.906250 Penalty: 3951.082764
	Iteration 28Q: 3 clusters Score -359709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -359713.062500 Penalty: 3951.082764
	Iteration 29Q: 3 clusters Score -359713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -359713.968750 Penalty: 3951.082764
	Iteration 30Q: 3 clusters Score -359714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -359714.875000 Penalty: 3951.082764
	Iteration 31Q: 3 clusters Score -359714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -359714.875000 Penalty: 3951.082764
	Iteration 32F: 3 clusters Score -359714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97155.320312 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97155.32 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97425.289062 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97425.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97499.984375 Penalty: 3297.896240
	Iteration 2Q: 3 clusters Score -97499.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97543.929688 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97543.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97568.226562 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97568.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97584.085938 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97584.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97600.976562 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97600.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97618.906250 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97618.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97637.703125 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -97637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97662.320312 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -97662.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97704.554688 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -97704.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97751.953125 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -97751.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97811.898438 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -97811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97898.976562 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -97898.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97982.687500 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -97982.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98015.265625 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -98015.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98032.757812 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -98032.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98056.226562 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -98056.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98073.093750 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -98073.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98101.304688 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -98101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98132.914062 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -98132.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98150.406250 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -98150.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98170.703125 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -98170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98185.289062 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -98185.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98194.195312 Penalty: 3297.896240
	Iteration 24Q: 3 clusters Score -98194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98209.039062 Penalty: 3297.896240
	Iteration 25Q: 3 clusters Score -98209.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98216.093750 Penalty: 3297.896240
	Iteration 26Q: 3 clusters Score -98216.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98223.101562 Penalty: 3297.896240
	Iteration 27Q: 3 clusters Score -98223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98228.757812 Penalty: 3297.896240
	Iteration 28Q: 3 clusters Score -98228.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98229.867188 Penalty: 3297.896240
	Iteration 29Q: 3 clusters Score -98229.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98233.468750 Penalty: 3297.896240
	Iteration 30Q: 3 clusters Score -98233.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98233.468750 Penalty: 3297.896240
	Iteration 31F: 3 clusters Score -98233.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Entering Unmasked Estep 
Score: -3983908.750000 Penalty: 2560.768311
	Iteration 0F: 2 clusters Score -3983909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3962943.000000 Penalty: 5121.536621
	Iteration 0F: 3 clusters Score -3962943 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3970615.500000 Penalty: 5121.536621
	Iteration 1F: 3 clusters Score -3970616 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3971111.750000 Penalty: 5121.536621
	Iteration 2Q: 3 clusters Score -3971112 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3971592.000000 Penalty: 5121.536621
	Iteration 3Q: 3 clusters Score -3971592 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3972190.500000 Penalty: 5121.536621
	Iteration 4Q: 3 clusters Score -3972190 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3973048.750000 Penalty: 5121.536621
	Iteration 5F: 3 clusters Score -3973049 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3974244.750000 Penalty: 5121.536621
	Iteration 6F: 3 clusters Score -3974245 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3975769.000000 Penalty: 5121.536621
	Iteration 7F: 3 clusters Score -3975769 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3977429.500000 Penalty: 5121.536621
	Iteration 8F: 3 clusters Score -3977430 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3978900.250000 Penalty: 5121.536621
	Iteration 9F: 3 clusters Score -3978900 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3979973.500000 Penalty: 5121.536621
	Iteration 10Q: 3 clusters Score -3979974 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3980717.000000 Penalty: 5121.536621
	Iteration 11Q: 3 clusters Score -3980717 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3981128.500000 Penalty: 5121.536621
	Iteration 12Q: 3 clusters Score -3981128 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3981349.500000 Penalty: 5121.536621
	Iteration 13Q: 3 clusters Score -3981350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3981468.500000 Penalty: 5121.536621
	Iteration 14Q: 3 clusters Score -3981468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3981521.000000 Penalty: 5121.536621
	Iteration 15Q: 3 clusters Score -3981521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3981563.250000 Penalty: 5121.536621
	Iteration 16Q: 3 clusters Score -3981563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3981607.250000 Penalty: 5121.536621
	Iteration 17Q: 3 clusters Score -3981607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3981642.500000 Penalty: 5121.536621
	Iteration 18Q: 3 clusters Score -3981642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3981664.500000 Penalty: 5121.536621
	Iteration 19Q: 3 clusters Score -3981664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3981689.750000 Penalty: 5121.536621
	Iteration 20F: 3 clusters Score -3981690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3981703.250000 Penalty: 5121.536621
	Iteration 21Q: 3 clusters Score -3981703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3981714.250000 Penalty: 5121.536621
	Iteration 22Q: 3 clusters Score -3981714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3981736.250000 Penalty: 5121.536621
	Iteration 23Q: 3 clusters Score -3981736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3981753.250000 Penalty: 5121.536621
	Iteration 24Q: 3 clusters Score -3981753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3981761.500000 Penalty: 5121.536621
	Iteration 25Q: 3 clusters Score -3981762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3981766.250000 Penalty: 5121.536621
	Iteration 26Q: 3 clusters Score -3981766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3981765.500000 Penalty: 5121.536621
	Iteration 27Q: 3 clusters Score -3981766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3981765.500000 Penalty: 5121.536621
	Iteration 28F: 3 clusters Score -3981766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42018 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 117306 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270576.000000 Penalty: 145996.140625
Iteration 279Q: 44 clusters Score -1.112706e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 9651 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83211 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42020 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 17748 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 117305 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270616.000000 Penalty: 145996.140625
Iteration 280F: 44 clusters Score -1.112706e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40376 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83209 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42024 members 
Mstep: Class 23 contains 7857 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4769 members 
Mstep: Class 29 contains 117302 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270656.000000 Penalty: 145996.140625
Iteration 281Q: 44 clusters Score -1.112707e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40369 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83207 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 42027 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17746 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 117300 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270640.000000 Penalty: 145996.140625
Iteration 282Q: 44 clusters Score -1.112706e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161836 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83211 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 42030 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17742 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 117296 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8413 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270688.000000 Penalty: 145996.140625
Iteration 283Q: 44 clusters Score -1.112707e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40359 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 161834 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42037 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17738 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 117297 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8414 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2882 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270704.000000 Penalty: 145996.140625
Iteration 284Q: 44 clusters Score -1.112707e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9655 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40357 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42039 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17731 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 117295 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8415 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2882 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270656.000000 Penalty: 145996.140625
Iteration 285Q: 44 clusters Score -1.112707e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9663 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40358 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83212 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42039 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17721 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 117293 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2882 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270632.000000 Penalty: 145996.140625
Iteration 286Q: 44 clusters Score -1.112706e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40359 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83213 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42041 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17713 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4771 members 
Mstep: Class 29 contains 117293 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2883 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270616.000000 Penalty: 145996.140625
Iteration 287Q: 44 clusters Score -1.112706e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40358 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83213 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42052 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17703 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117293 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2886 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270704.000000 Penalty: 145996.140625
Iteration 288Q: 44 clusters Score -1.112707e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40360 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161830 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 89742 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83216 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42063 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17689 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117292 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2887 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270736.000000 Penalty: 145996.140625
Iteration 289Q: 44 clusters Score -1.112707e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40359 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161830 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83213 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42080 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17679 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117291 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270768.000000 Penalty: 145996.140625
Iteration 290Q: 44 clusters Score -1.112708e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9680 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40356 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83215 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42089 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17663 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117290 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270704.000000 Penalty: 145996.140625
Iteration 291Q: 44 clusters Score -1.112707e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40360 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83220 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42100 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17636 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117288 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1056 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270696.000000 Penalty: 145996.140625
Iteration 292Q: 44 clusters Score -1.112707e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9690 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40361 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 161829 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83221 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42115 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17614 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117289 members 
Mstep: Class 30 contains 47762 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1056 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270720.000000 Penalty: 145996.140625
Iteration 293Q: 44 clusters Score -1.112707e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9690 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 161827 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83220 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42127 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17604 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 117288 members 
Mstep: Class 30 contains 47763 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6411 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1056 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270744.000000 Penalty: 145996.140625
Iteration 294Q: 44 clusters Score -1.112707e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9693 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40365 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 161828 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89737 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83214 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42141 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17600 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117285 members 
Mstep: Class 30 contains 47763 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6412 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270760.000000 Penalty: 145996.140625
Iteration 295Q: 44 clusters Score -1.112708e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 161830 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83210 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42147 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17584 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117285 members 
Mstep: Class 30 contains 47762 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6412 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270816.000000 Penalty: 145996.140625
Iteration 296Q: 44 clusters Score -1.112708e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 161828 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 89736 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83208 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42156 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17572 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117284 members 
Mstep: Class 30 contains 47762 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6412 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270792.000000 Penalty: 145996.140625
Iteration 297Q: 44 clusters Score -1.112708e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40361 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89734 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83202 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42164 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17569 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 117281 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6412 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270784.000000 Penalty: 145996.140625
Iteration 298Q: 44 clusters Score -1.112708e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 9701 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 161832 members 
Mstep: Class 12 contains 5927 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 89731 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83204 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42169 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17563 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4773 members 
Mstep: Class 29 contains 117279 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270728.000000 Penalty: 145996.140625
Iteration 299Q: 44 clusters Score -1.112707e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 9704 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 7355 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5927 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89732 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83202 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42172 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17553 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 117277 members 
Mstep: Class 30 contains 47759 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270792.000000 Penalty: 145996.140625
Iteration 300F: 44 clusters Score -1.112708e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9713 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 7357 members 
Mstep: Class 11 contains 161834 members 
Mstep: Class 12 contains 5929 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89731 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83201 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42169 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 17543 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 117274 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270792.000000 Penalty: 145996.140625
Iteration 301Q: 44 clusters Score -1.112708e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 161837 members 
Mstep: Class 12 contains 5930 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 89732 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83202 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42166 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 17531 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 117273 members 
Mstep: Class 30 contains 47757 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270800.000000 Penalty: 145996.140625
Iteration 302Q: 44 clusters Score -1.112708e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40366 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 161837 members 
Mstep: Class 12 contains 5932 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 89731 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83202 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42172 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 17515 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 117270 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270712.000000 Penalty: 145996.140625
Iteration 303Q: 44 clusters Score -1.112707e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 161837 members 
Mstep: Class 12 contains 5932 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 89732 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83208 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42183 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17502 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4792 members 
Mstep: Class 29 contains 117267 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270688.000000 Penalty: 145996.140625
Iteration 304Q: 44 clusters Score -1.112707e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161837 members 
Mstep: Class 12 contains 5932 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 89734 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83209 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42186 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17494 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 117266 members 
Mstep: Class 30 contains 47760 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4228 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270640.000000 Penalty: 145996.140625
Iteration 305Q: 44 clusters Score -1.112706e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5935 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 89734 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83215 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 42190 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17476 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270656.000000 Penalty: 145996.140625
Iteration 306Q: 44 clusters Score -1.112707e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40359 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5937 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 89736 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83217 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 42199 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17461 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 117262 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270568.000000 Penalty: 145996.140625
Iteration 307Q: 44 clusters Score -1.112706e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40352 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5938 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83224 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 42201 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 117261 members 
Mstep: Class 30 contains 47762 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270576.000000 Penalty: 145996.140625
Iteration 308Q: 44 clusters Score -1.112706e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40348 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161836 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89738 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83229 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 42212 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17436 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 117262 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270528.000000 Penalty: 145996.140625
Iteration 309Q: 44 clusters Score -1.112705e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40345 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 161836 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89741 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83231 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 42215 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17432 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47761 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270640.000000 Penalty: 145996.140625
Iteration 310Q: 44 clusters Score -1.112706e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40344 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161834 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89740 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83232 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 42218 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17429 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 117267 members 
Mstep: Class 30 contains 47764 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270648.000000 Penalty: 145996.140625
Iteration 311Q: 44 clusters Score -1.112706e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9748 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40343 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 89742 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83229 members 
Mstep: Class 21 contains 15000 members 
Mstep: Class 22 contains 42225 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17423 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 117268 members 
Mstep: Class 30 contains 47766 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270752.000000 Penalty: 145996.140625
Iteration 312Q: 44 clusters Score -1.112708e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40347 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 89742 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83227 members 
Mstep: Class 21 contains 14998 members 
Mstep: Class 22 contains 42232 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17407 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117267 members 
Mstep: Class 30 contains 47766 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270712.000000 Penalty: 145996.140625
Iteration 313Q: 44 clusters Score -1.112707e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40345 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161832 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 89742 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83229 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 42242 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17393 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117266 members 
Mstep: Class 30 contains 47767 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270712.000000 Penalty: 145996.140625
Iteration 314Q: 44 clusters Score -1.112707e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9769 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40339 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161832 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 89742 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83235 members 
Mstep: Class 21 contains 14993 members 
Mstep: Class 22 contains 42257 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17378 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47769 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10274 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270736.000000 Penalty: 145996.140625
Iteration 315Q: 44 clusters Score -1.112707e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9774 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40337 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 89743 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83233 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 42254 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117266 members 
Mstep: Class 30 contains 47770 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270728.000000 Penalty: 145996.140625
Iteration 316Q: 44 clusters Score -1.112707e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40333 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89743 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83235 members 
Mstep: Class 21 contains 14991 members 
Mstep: Class 22 contains 42257 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117264 members 
Mstep: Class 30 contains 47773 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270800.000000 Penalty: 145996.140625
Iteration 317Q: 44 clusters Score -1.112708e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40333 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83242 members 
Mstep: Class 21 contains 14991 members 
Mstep: Class 22 contains 42266 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17340 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117264 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270760.000000 Penalty: 145996.140625
Iteration 318Q: 44 clusters Score -1.112708e+08 nChanged 63
Entering ConstructFrom: 
Score: -111270760.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -794989.062500 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -794989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -789589.437500 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -789589.4 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -791015.937500 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -791015.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -791295.750000 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -791295.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -791524.187500 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -791524.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -791706.250000 Penalty: 4343.314453
	Iteration 4Q: 3 clusters Score -791706.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -791924.687500 Penalty: 4343.314453
	Iteration 5Q: 3 clusters Score -791924.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -792174.937500 Penalty: 4343.314453
	Iteration 6Q: 3 clusters Score -792174.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -792459.000000 Penalty: 4343.314453
	Iteration 7F: 3 clusters Score -792459 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -792788.312500 Penalty: 4343.314453
	Iteration 8F: 3 clusters Score -792788.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -793124.562500 Penalty: 4343.314453
	Iteration 9F: 3 clusters Score -793124.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -793463.750000 Penalty: 4343.314453
	Iteration 10F: 3 clusters Score -793463.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -793745.062500 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -793745.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -793981.687500 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -793981.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -794150.875000 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -794150.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -794280.062500 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -794280.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -794379.625000 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -794379.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -794484.187500 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -794484.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -794564.562500 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -794564.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -794616.562500 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -794616.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -794649.687500 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -794649.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -794670.687500 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -794670.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -794695.812500 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -794695.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -794715.000000 Penalty: 4343.314453
	Iteration 22Q: 3 clusters Score -794715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -794729.312500 Penalty: 4343.314453
	Iteration 23Q: 3 clusters Score -794729.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -794745.562500 Penalty: 4343.314453
	Iteration 24Q: 3 clusters Score -794745.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -794754.125000 Penalty: 4343.314453
	Iteration 25Q: 3 clusters Score -794754.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -794765.187500 Penalty: 4343.314453
	Iteration 26Q: 3 clusters Score -794765.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -794779.187500 Penalty: 4343.314453
	Iteration 27Q: 3 clusters Score -794779.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -794801.937500 Penalty: 4343.314453
	Iteration 28Q: 3 clusters Score -794801.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -794822.625000 Penalty: 4343.314453
	Iteration 29Q: 3 clusters Score -794822.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -794834.937500 Penalty: 4343.314453
	Iteration 30Q: 3 clusters Score -794834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -794858.187500 Penalty: 4343.314453
	Iteration 31Q: 3 clusters Score -794858.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -794888.687500 Penalty: 4343.314453
	Iteration 32Q: 3 clusters Score -794888.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -794930.125000 Penalty: 4343.314453
	Iteration 33Q: 3 clusters Score -794930.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -795014.500000 Penalty: 4343.314453
	Iteration 34Q: 3 clusters Score -795014.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -795178.437500 Penalty: 4343.314453
	Iteration 35Q: 3 clusters Score -795178.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -795297.812500 Penalty: 4343.314453
	Iteration 36Q: 3 clusters Score -795297.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -795352.125000 Penalty: 4343.314453
	Iteration 37Q: 3 clusters Score -795352.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -795384.125000 Penalty: 4343.314453
	Iteration 38Q: 3 clusters Score -795384.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -795406.562500 Penalty: 4343.314453
	Iteration 39Q: 3 clusters Score -795406.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -795421.750000 Penalty: 4343.314453
	Iteration 40F: 3 clusters Score -795421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -795434.937500 Penalty: 4343.314453
	Iteration 41Q: 3 clusters Score -795434.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -795448.500000 Penalty: 4343.314453
	Iteration 42Q: 3 clusters Score -795448.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -795464.375000 Penalty: 4343.314453
	Iteration 43Q: 3 clusters Score -795464.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -795473.437500 Penalty: 4343.314453
	Iteration 44Q: 3 clusters Score -795473.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -795480.562500 Penalty: 4343.314453
	Iteration 45Q: 3 clusters Score -795480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -795486.062500 Penalty: 4343.314453
	Iteration 46Q: 3 clusters Score -795486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -795494.812500 Penalty: 4343.314453
	Iteration 47Q: 3 clusters Score -795494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -795503.562500 Penalty: 4343.314453
	Iteration 48Q: 3 clusters Score -795503.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -795513.125000 Penalty: 4343.314453
	Iteration 49Q: 3 clusters Score -795513.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -795520.625000 Penalty: 4343.314453
	Iteration 50Q: 3 clusters Score -795520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -795525.812500 Penalty: 4343.314453
	Iteration 51Q: 3 clusters Score -795525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -795532.687500 Penalty: 4343.314453
	Iteration 52Q: 3 clusters Score -795532.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -795540.875000 Penalty: 4343.314453
	Iteration 53Q: 3 clusters Score -795540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -795548.000000 Penalty: 4343.314453
	Iteration 54Q: 3 clusters Score -795548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -795553.250000 Penalty: 4343.314453
	Iteration 55Q: 3 clusters Score -795553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -795561.125000 Penalty: 4343.314453
	Iteration 56Q: 3 clusters Score -795561.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -795570.937500 Penalty: 4343.314453
	Iteration 57Q: 3 clusters Score -795570.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -795579.500000 Penalty: 4343.314453
	Iteration 58Q: 3 clusters Score -795579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -795582.437500 Penalty: 4343.314453
	Iteration 59Q: 3 clusters Score -795582.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -795586.687500 Penalty: 4343.314453
	Iteration 60F: 3 clusters Score -795586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -795587.562500 Penalty: 4343.314453
	Iteration 61Q: 3 clusters Score -795587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -795589.187500 Penalty: 4343.314453
	Iteration 62Q: 3 clusters Score -795589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -795591.000000 Penalty: 4343.314453
	Iteration 63Q: 3 clusters Score -795591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -795593.562500 Penalty: 4343.314453
	Iteration 64Q: 3 clusters Score -795593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -795593.687500 Penalty: 4343.314453
	Iteration 65Q: 3 clusters Score -795593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -795593.687500 Penalty: 4343.314453
	Iteration 66F: 3 clusters Score -795593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83244 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42278 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17324 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30460 members 
Mstep: Class 44 contains 4168 members 
Entering Unmasked Estep 
Score: -111270344.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111270760.000000 to -111270344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -692469.437500 Penalty: 2133.727051
	Iteration 0F: 2 clusters Score -692469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -687666.562500 Penalty: 4267.454102
	Iteration 0F: 3 clusters Score -687666.6 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -688965.812500 Penalty: 4267.454102
	Iteration 1F: 3 clusters Score -688965.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -689283.250000 Penalty: 4267.454102
	Iteration 2F: 3 clusters Score -689283.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -689559.312500 Penalty: 4267.454102
	Iteration 3F: 3 clusters Score -689559.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -689765.312500 Penalty: 4267.454102
	Iteration 4F: 3 clusters Score -689765.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -689936.812500 Penalty: 4267.454102
	Iteration 5Q: 3 clusters Score -689936.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -690115.937500 Penalty: 4267.454102
	Iteration 6Q: 3 clusters Score -690115.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -690266.687500 Penalty: 4267.454102
	Iteration 7Q: 3 clusters Score -690266.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -690378.250000 Penalty: 4267.454102
	Iteration 8Q: 3 clusters Score -690378.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -690483.750000 Penalty: 4267.454102
	Iteration 9Q: 3 clusters Score -690483.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -690599.250000 Penalty: 4267.454102
	Iteration 10Q: 3 clusters Score -690599.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -690732.625000 Penalty: 4267.454102
	Iteration 11Q: 3 clusters Score -690732.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -690882.187500 Penalty: 4267.454102
	Iteration 12Q: 3 clusters Score -690882.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -691035.375000 Penalty: 4267.454102
	Iteration 13Q: 3 clusters Score -691035.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -691143.562500 Penalty: 4267.454102
	Iteration 14Q: 3 clusters Score -691143.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -691244.250000 Penalty: 4267.454102
	Iteration 15Q: 3 clusters Score -691244.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -691341.437500 Penalty: 4267.454102
	Iteration 16Q: 3 clusters Score -691341.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -691415.687500 Penalty: 4267.454102
	Iteration 17Q: 3 clusters Score -691415.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -691469.312500 Penalty: 4267.454102
	Iteration 18Q: 3 clusters Score -691469.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -691510.812500 Penalty: 4267.454102
	Iteration 19Q: 3 clusters Score -691510.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -691542.562500 Penalty: 4267.454102
	Iteration 20F: 3 clusters Score -691542.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -691577.937500 Penalty: 4267.454102
	Iteration 21Q: 3 clusters Score -691577.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -691620.250000 Penalty: 4267.454102
	Iteration 22Q: 3 clusters Score -691620.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -691648.500000 Penalty: 4267.454102
	Iteration 23Q: 3 clusters Score -691648.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -691672.000000 Penalty: 4267.454102
	Iteration 24Q: 3 clusters Score -691672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -691691.687500 Penalty: 4267.454102
	Iteration 25Q: 3 clusters Score -691691.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -691710.000000 Penalty: 4267.454102
	Iteration 26Q: 3 clusters Score -691710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -691724.250000 Penalty: 4267.454102
	Iteration 27Q: 3 clusters Score -691724.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -691736.625000 Penalty: 4267.454102
	Iteration 28Q: 3 clusters Score -691736.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -691749.250000 Penalty: 4267.454102
	Iteration 29Q: 3 clusters Score -691749.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -691757.500000 Penalty: 4267.454102
	Iteration 30Q: 3 clusters Score -691757.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -691767.000000 Penalty: 4267.454102
	Iteration 31Q: 3 clusters Score -691767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -691776.062500 Penalty: 4267.454102
	Iteration 32Q: 3 clusters Score -691776.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -691786.875000 Penalty: 4267.454102
	Iteration 33Q: 3 clusters Score -691786.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -691796.625000 Penalty: 4267.454102
	Iteration 34Q: 3 clusters Score -691796.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -691801.750000 Penalty: 4267.454102
	Iteration 35Q: 3 clusters Score -691801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -691803.000000 Penalty: 4267.454102
	Iteration 36Q: 3 clusters Score -691803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -691803.687500 Penalty: 4267.454102
	Iteration 37Q: 3 clusters Score -691803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -691807.062500 Penalty: 4267.454102
	Iteration 38Q: 3 clusters Score -691807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -691806.000000 Penalty: 4267.454102
	Iteration 39Q: 3 clusters Score -691806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -691805.687500 Penalty: 4267.454102
	Iteration 40F: 3 clusters Score -691805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -691805.937500 Penalty: 4267.454102
	Iteration 41Q: 3 clusters Score -691805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -691805.937500 Penalty: 4267.454102
	Iteration 42F: 3 clusters Score -691805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Entering Unmasked Estep 
Score: -1677656.250000 Penalty: 2347.968506
	Iteration 0F: 2 clusters Score -1677656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1668176.500000 Penalty: 4695.937012
	Iteration 0F: 3 clusters Score -1668176 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1671100.500000 Penalty: 4695.937012
	Iteration 1F: 3 clusters Score -1671100 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1671417.875000 Penalty: 4695.937012
	Iteration 2F: 3 clusters Score -1671418 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1671647.750000 Penalty: 4695.937012
	Iteration 3Q: 3 clusters Score -1671648 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1671823.000000 Penalty: 4695.937012
	Iteration 4Q: 3 clusters Score -1671823 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1671968.125000 Penalty: 4695.937012
	Iteration 5Q: 3 clusters Score -1671968 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1672108.500000 Penalty: 4695.937012
	Iteration 6Q: 3 clusters Score -1672108 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1672243.125000 Penalty: 4695.937012
	Iteration 7Q: 3 clusters Score -1672243 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1672374.250000 Penalty: 4695.937012
	Iteration 8Q: 3 clusters Score -1672374 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1672525.750000 Penalty: 4695.937012
	Iteration 9Q: 3 clusters Score -1672526 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1672695.875000 Penalty: 4695.937012
	Iteration 10Q: 3 clusters Score -1672696 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1672870.750000 Penalty: 4695.937012
	Iteration 11Q: 3 clusters Score -1672871 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1673037.625000 Penalty: 4695.937012
	Iteration 12Q: 3 clusters Score -1673038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1673202.875000 Penalty: 4695.937012
	Iteration 13Q: 3 clusters Score -1673203 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1673357.125000 Penalty: 4695.937012
	Iteration 14Q: 3 clusters Score -1673357 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1673506.875000 Penalty: 4695.937012
	Iteration 15Q: 3 clusters Score -1673507 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1673626.250000 Penalty: 4695.937012
	Iteration 16Q: 3 clusters Score -1673626 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1673745.875000 Penalty: 4695.937012
	Iteration 17Q: 3 clusters Score -1673746 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1673880.125000 Penalty: 4695.937012
	Iteration 18Q: 3 clusters Score -1673880 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1673995.500000 Penalty: 4695.937012
	Iteration 19Q: 3 clusters Score -1673996 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1674115.125000 Penalty: 4695.937012
	Iteration 20F: 3 clusters Score -1674115 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1674219.625000 Penalty: 4695.937012
	Iteration 21Q: 3 clusters Score -1674220 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1674336.375000 Penalty: 4695.937012
	Iteration 22Q: 3 clusters Score -1674336 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1674443.625000 Penalty: 4695.937012
	Iteration 23Q: 3 clusters Score -1674444 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1674534.875000 Penalty: 4695.937012
	Iteration 24Q: 3 clusters Score -1674535 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1674629.375000 Penalty: 4695.937012
	Iteration 25Q: 3 clusters Score -1674629 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1674734.625000 Penalty: 4695.937012
	Iteration 26Q: 3 clusters Score -1674735 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1674833.250000 Penalty: 4695.937012
	Iteration 27Q: 3 clusters Score -1674833 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1674937.000000 Penalty: 4695.937012
	Iteration 28Q: 3 clusters Score -1674937 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1675034.375000 Penalty: 4695.937012
	Iteration 29Q: 3 clusters Score -1675034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1675113.750000 Penalty: 4695.937012
	Iteration 30Q: 3 clusters Score -1675114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1675187.625000 Penalty: 4695.937012
	Iteration 31Q: 3 clusters Score -1675188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1675248.000000 Penalty: 4695.937012
	Iteration 32Q: 3 clusters Score -1675248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1675299.375000 Penalty: 4695.937012
	Iteration 33Q: 3 clusters Score -1675299 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1675344.125000 Penalty: 4695.937012
	Iteration 34Q: 3 clusters Score -1675344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1675369.750000 Penalty: 4695.937012
	Iteration 35Q: 3 clusters Score -1675370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1675397.500000 Penalty: 4695.937012
	Iteration 36Q: 3 clusters Score -1675398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1675413.500000 Penalty: 4695.937012
	Iteration 37Q: 3 clusters Score -1675414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1675432.750000 Penalty: 4695.937012
	Iteration 38Q: 3 clusters Score -1675433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1675454.000000 Penalty: 4695.937012
	Iteration 39Q: 3 clusters Score -1675454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1675473.875000 Penalty: 4695.937012
	Iteration 40F: 3 clusters Score -1675474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1675486.625000 Penalty: 4695.937012
	Iteration 41Q: 3 clusters Score -1675487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1675497.625000 Penalty: 4695.937012
	Iteration 42Q: 3 clusters Score -1675498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1675515.875000 Penalty: 4695.937012
	Iteration 43Q: 3 clusters Score -1675516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1675527.000000 Penalty: 4695.937012
	Iteration 44Q: 3 clusters Score -1675527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1675536.625000 Penalty: 4695.937012
	Iteration 45Q: 3 clusters Score -1675537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1675546.125000 Penalty: 4695.937012
	Iteration 46Q: 3 clusters Score -1675546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1675557.000000 Penalty: 4695.937012
	Iteration 47Q: 3 clusters Score -1675557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1675572.375000 Penalty: 4695.937012
	Iteration 48Q: 3 clusters Score -1675572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1675574.125000 Penalty: 4695.937012
	Iteration 49Q: 3 clusters Score -1675574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1675587.000000 Penalty: 4695.937012
	Iteration 50Q: 3 clusters Score -1675587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1675601.250000 Penalty: 4695.937012
	Iteration 51Q: 3 clusters Score -1675601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1675609.750000 Penalty: 4695.937012
	Iteration 52Q: 3 clusters Score -1675610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1675611.250000 Penalty: 4695.937012
	Iteration 53Q: 3 clusters Score -1675611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1675616.125000 Penalty: 4695.937012
	Iteration 54Q: 3 clusters Score -1675616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1675619.625000 Penalty: 4695.937012
	Iteration 55Q: 3 clusters Score -1675620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1675622.250000 Penalty: 4695.937012
	Iteration 56Q: 3 clusters Score -1675622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1675622.625000 Penalty: 4695.937012
	Iteration 57Q: 3 clusters Score -1675623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1675627.375000 Penalty: 4695.937012
	Iteration 58Q: 3 clusters Score -1675627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1675628.750000 Penalty: 4695.937012
	Iteration 59Q: 3 clusters Score -1675629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1675627.125000 Penalty: 4695.937012
	Iteration 60F: 3 clusters Score -1675627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Entering Unmasked Estep 
Score: -1187775.000000 Penalty: 2278.850342
	Iteration 0F: 2 clusters Score -1187775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1180317.250000 Penalty: 4557.700684
	Iteration 0F: 3 clusters Score -1180317 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1182906.125000 Penalty: 4557.700684
	Iteration 1F: 3 clusters Score -1182906 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1183573.500000 Penalty: 4557.700684
	Iteration 2F: 3 clusters Score -1183574 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1184161.625000 Penalty: 4557.700684
	Iteration 3F: 3 clusters Score -1184162 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1184697.625000 Penalty: 4557.700684
	Iteration 4F: 3 clusters Score -1184698 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1185184.250000 Penalty: 4557.700684
	Iteration 5F: 3 clusters Score -1185184 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1185583.000000 Penalty: 4557.700684
	Iteration 6F: 3 clusters Score -1185583 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1185932.625000 Penalty: 4557.700684
	Iteration 7Q: 3 clusters Score -1185933 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1186155.375000 Penalty: 4557.700684
	Iteration 8Q: 3 clusters Score -1186155 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1186301.375000 Penalty: 4557.700684
	Iteration 9Q: 3 clusters Score -1186301 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1186393.000000 Penalty: 4557.700684
	Iteration 10Q: 3 clusters Score -1186393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1186452.625000 Penalty: 4557.700684
	Iteration 11Q: 3 clusters Score -1186453 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1186498.625000 Penalty: 4557.700684
	Iteration 12Q: 3 clusters Score -1186499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1186539.625000 Penalty: 4557.700684
	Iteration 13Q: 3 clusters Score -1186540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1186573.375000 Penalty: 4557.700684
	Iteration 14Q: 3 clusters Score -1186573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1186592.875000 Penalty: 4557.700684
	Iteration 15Q: 3 clusters Score -1186593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1186607.750000 Penalty: 4557.700684
	Iteration 16Q: 3 clusters Score -1186608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1186619.000000 Penalty: 4557.700684
	Iteration 17Q: 3 clusters Score -1186619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1186630.375000 Penalty: 4557.700684
	Iteration 18Q: 3 clusters Score -1186630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1186636.000000 Penalty: 4557.700684
	Iteration 19Q: 3 clusters Score -1186636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1186639.375000 Penalty: 4557.700684
	Iteration 20F: 3 clusters Score -1186639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1186642.000000 Penalty: 4557.700684
	Iteration 21Q: 3 clusters Score -1186642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1186645.500000 Penalty: 4557.700684
	Iteration 22Q: 3 clusters Score -1186646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1186649.000000 Penalty: 4557.700684
	Iteration 23Q: 3 clusters Score -1186649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1186651.125000 Penalty: 4557.700684
	Iteration 24Q: 3 clusters Score -1186651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1186652.625000 Penalty: 4557.700684
	Iteration 25Q: 3 clusters Score -1186653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1186652.000000 Penalty: 4557.700684
	Iteration 26Q: 3 clusters Score -1186652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1186655.750000 Penalty: 4557.700684
	Iteration 27Q: 3 clusters Score -1186656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1186661.250000 Penalty: 4557.700684
	Iteration 28Q: 3 clusters Score -1186661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1186667.125000 Penalty: 4557.700684
	Iteration 29Q: 3 clusters Score -1186667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1186674.000000 Penalty: 4557.700684
	Iteration 30Q: 3 clusters Score -1186674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1186679.375000 Penalty: 4557.700684
	Iteration 31Q: 3 clusters Score -1186679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1186686.250000 Penalty: 4557.700684
	Iteration 32Q: 3 clusters Score -1186686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1186694.125000 Penalty: 4557.700684
	Iteration 33Q: 3 clusters Score -1186694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1186699.250000 Penalty: 4557.700684
	Iteration 34Q: 3 clusters Score -1186699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1186702.250000 Penalty: 4557.700684
	Iteration 35Q: 3 clusters Score -1186702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1186709.125000 Penalty: 4557.700684
	Iteration 36Q: 3 clusters Score -1186709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1186714.000000 Penalty: 4557.700684
	Iteration 37Q: 3 clusters Score -1186714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1186713.500000 Penalty: 4557.700684
	Iteration 38Q: 3 clusters Score -1186714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1186715.750000 Penalty: 4557.700684
	Iteration 39Q: 3 clusters Score -1186716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1186717.500000 Penalty: 4557.700684
	Iteration 40F: 3 clusters Score -1186718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1186718.375000 Penalty: 4557.700684
	Iteration 41Q: 3 clusters Score -1186718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1186718.375000 Penalty: 4557.700684
	Iteration 42F: 3 clusters Score -1186718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -197886.750000 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197886.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -198336.875000 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198336.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -198471.921875 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198471.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -198573.671875 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -198573.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198639.375000 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198639.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198685.015625 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -198735.390625 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198735.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198784.203125 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198784.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198813.390625 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198813.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -198839.625000 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198839.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198881.234375 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -198881.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198917.312500 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -198917.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198946.656250 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -198946.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198963.218750 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -198963.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198980.062500 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -198980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198995.203125 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -198995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -199001.031250 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -199001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -199008.796875 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -199008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199013.171875 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -199013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199015.203125 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -199015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199015.687500 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -199015.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -60303.644531 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -60303.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58798.421875 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -58798.42 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58966.703125 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -58966.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59038.742188 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -59038.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59106.781250 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -59106.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59158.996094 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -59159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59195.808594 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -59195.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59222.164062 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -59222.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59251.464844 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -59251.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59300.421875 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -59300.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59325.984375 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -59325.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59368.078125 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -59368.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59378.742188 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -59378.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59409.593750 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -59409.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59467.808594 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -59467.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59530.214844 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -59530.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59571.949219 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -59571.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59628.933594 Penalty: 3093.239258
	Iteration 16Q: 3 clusters Score -59628.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59659.210938 Penalty: 3093.239258
	Iteration 17Q: 3 clusters Score -59659.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59673.839844 Penalty: 3093.239258
	Iteration 18Q: 3 clusters Score -59673.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59689.667969 Penalty: 3093.239258
	Iteration 19Q: 3 clusters Score -59689.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59738.054688 Penalty: 3093.239258
	Iteration 20F: 3 clusters Score -59738.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59842.328125 Penalty: 3093.239258
	Iteration 21Q: 3 clusters Score -59842.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59989.746094 Penalty: 3093.239258
	Iteration 22Q: 3 clusters Score -59989.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60168.363281 Penalty: 3093.239258
	Iteration 23Q: 3 clusters Score -60168.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60288.351562 Penalty: 3093.239258
	Iteration 24Q: 3 clusters Score -60288.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60359.906250 Penalty: 3093.239258
	Iteration 25Q: 3 clusters Score -60359.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60389.898438 Penalty: 3093.239258
	Iteration 26Q: 3 clusters Score -60389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60403.546875 Penalty: 3093.239258
	Iteration 27Q: 3 clusters Score -60403.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60409.597656 Penalty: 3093.239258
	Iteration 28Q: 3 clusters Score -60409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60422.644531 Penalty: 3093.239258
	Iteration 29F: 3 clusters Score -60422.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60441.613281 Penalty: 3093.239258
	Iteration 30Q: 3 clusters Score -60441.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60448.796875 Penalty: 3093.239258
	Iteration 31Q: 3 clusters Score -60448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60448.796875 Penalty: 3093.239258
	Iteration 32F: 3 clusters Score -60448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83244 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42278 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17324 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30460 members 
Mstep: Class 44 contains 189 members 
Entering Unmasked Estep 
Score: -111269072.000000 Penalty: 149391.406250
Splitting cluster 6 changes total score from -111270760.000000 to -111269072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -233835.265625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -233835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231323.890625 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -231323.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231755.906250 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -231755.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -231875.218750 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -231875.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -231953.953125 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -231954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232017.046875 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -232017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -232062.265625 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -232062.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -232094.984375 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -232095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -232128.578125 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -232128.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232159.718750 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -232159.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232185.562500 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -232185.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232213.750000 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -232213.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232237.734375 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -232237.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -232257.562500 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -232257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232273.078125 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -232273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232287.546875 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -232287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -232296.000000 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -232296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -232301.875000 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -232301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -232305.187500 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -232305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -232307.187500 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -232307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232309.203125 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -232309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232311.921875 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -232311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -232313.593750 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -232313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232314.421875 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -232314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -232315.703125 Penalty: 3739.093506
	Iteration 23Q: 3 clusters Score -232315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -232315.703125 Penalty: 3739.093506
	Iteration 24F: 3 clusters Score -232315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84030.843750 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -84030.84 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84594.453125 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84594.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85068.382812 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -85068.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85514.867188 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85514.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85762.445312 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -85762.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85974.632812 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85974.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86034.773438 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -86034.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86060.148438 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -86060.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86071.335938 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -86071.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86086.734375 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -86086.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86091.789062 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -86091.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86094.664062 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -86094.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86100.148438 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -86100.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86101.937500 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -86101.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86103.890625 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -86103.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86111.476562 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -86111.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86124.460938 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -86124.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86128.148438 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -86128.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86128.148438 Penalty: 3298.538330
	Iteration 18F: 3 clusters Score -86128.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83244 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42278 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17324 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30460 members 
Mstep: Class 44 contains 470 members 
Entering Unmasked Estep 
Score: -111269600.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111270760.000000 to -111269600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (40330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Entering Unmasked Estep 
Score: -5191408.000000 Penalty: 2630.002930
	Iteration 0F: 2 clusters Score -5191408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5164019.000000 Penalty: 5260.005859
	Iteration 0F: 3 clusters Score -5164019 nChanged 18367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5174327.500000 Penalty: 5260.005859
	Iteration 1F: 3 clusters Score -5174328 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5174792.500000 Penalty: 5260.005859
	Iteration 2Q: 3 clusters Score -5174792 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5175230.000000 Penalty: 5260.005859
	Iteration 3Q: 3 clusters Score -5175230 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5175714.500000 Penalty: 5260.005859
	Iteration 4Q: 3 clusters Score -5175714 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -5176231.500000 Penalty: 5260.005859
	Iteration 5Q: 3 clusters Score -5176232 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5176790.500000 Penalty: 5260.005859
	Iteration 6Q: 3 clusters Score -5176790 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5177528.000000 Penalty: 5260.005859
	Iteration 7Q: 3 clusters Score -5177528 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5178468.000000 Penalty: 5260.005859
	Iteration 8Q: 3 clusters Score -5178468 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5179632.000000 Penalty: 5260.005859
	Iteration 9F: 3 clusters Score -5179632 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -5181041.500000 Penalty: 5260.005859
	Iteration 10F: 3 clusters Score -5181042 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5182636.500000 Penalty: 5260.005859
	Iteration 11F: 3 clusters Score -5182636 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -5184223.000000 Penalty: 5260.005859
	Iteration 12F: 3 clusters Score -5184223 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5185620.500000 Penalty: 5260.005859
	Iteration 13Q: 3 clusters Score -5185620 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -5186743.500000 Penalty: 5260.005859
	Iteration 14Q: 3 clusters Score -5186744 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -5187411.500000 Penalty: 5260.005859
	Iteration 15Q: 3 clusters Score -5187412 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -5187825.000000 Penalty: 5260.005859
	Iteration 16Q: 3 clusters Score -5187825 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5188137.500000 Penalty: 5260.005859
	Iteration 17Q: 3 clusters Score -5188138 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5188341.500000 Penalty: 5260.005859
	Iteration 18Q: 3 clusters Score -5188342 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5188493.000000 Penalty: 5260.005859
	Iteration 19Q: 3 clusters Score -5188493 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5188629.000000 Penalty: 5260.005859
	Iteration 20F: 3 clusters Score -5188629 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5188725.000000 Penalty: 5260.005859
	Iteration 21Q: 3 clusters Score -5188725 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -5188828.500000 Penalty: 5260.005859
	Iteration 22Q: 3 clusters Score -5188828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5188892.000000 Penalty: 5260.005859
	Iteration 23Q: 3 clusters Score -5188892 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5188986.500000 Penalty: 5260.005859
	Iteration 24Q: 3 clusters Score -5188986 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5189045.500000 Penalty: 5260.005859
	Iteration 25Q: 3 clusters Score -5189046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5189106.500000 Penalty: 5260.005859
	Iteration 26Q: 3 clusters Score -5189106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5189142.500000 Penalty: 5260.005859
	Iteration 27Q: 3 clusters Score -5189142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5189183.500000 Penalty: 5260.005859
	Iteration 28Q: 3 clusters Score -5189184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5189235.500000 Penalty: 5260.005859
	Iteration 29Q: 3 clusters Score -5189236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5189260.500000 Penalty: 5260.005859
	Iteration 30Q: 3 clusters Score -5189260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5189286.500000 Penalty: 5260.005859
	Iteration 31Q: 3 clusters Score -5189286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5189305.000000 Penalty: 5260.005859
	Iteration 32Q: 3 clusters Score -5189305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5189316.000000 Penalty: 5260.005859
	Iteration 33Q: 3 clusters Score -5189316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5189318.500000 Penalty: 5260.005859
	Iteration 34Q: 3 clusters Score -5189318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -5189328.500000 Penalty: 5260.005859
	Iteration 35Q: 3 clusters Score -5189328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5189345.500000 Penalty: 5260.005859
	Iteration 36Q: 3 clusters Score -5189346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5189347.500000 Penalty: 5260.005859
	Iteration 37Q: 3 clusters Score -5189348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5189344.500000 Penalty: 5260.005859
	Iteration 38Q: 3 clusters Score -5189344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -5189354.000000 Penalty: 5260.005859
	Iteration 39Q: 3 clusters Score -5189354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5189363.500000 Penalty: 5260.005859
	Iteration 40F: 3 clusters Score -5189364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5189374.500000 Penalty: 5260.005859
	Iteration 41Q: 3 clusters Score -5189374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5189378.500000 Penalty: 5260.005859
	Iteration 42Q: 3 clusters Score -5189378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5189389.500000 Penalty: 5260.005859
	Iteration 43Q: 3 clusters Score -5189390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5189386.000000 Penalty: 5260.005859
	Iteration 44Q: 3 clusters Score -5189386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5189390.000000 Penalty: 5260.005859
	Iteration 45Q: 3 clusters Score -5189390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -5189397.000000 Penalty: 5260.005859
	Iteration 46Q: 3 clusters Score -5189397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5189396.000000 Penalty: 5260.005859
	Iteration 47Q: 3 clusters Score -5189396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5189400.000000 Penalty: 5260.005859
	Iteration 48Q: 3 clusters Score -5189400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5189395.500000 Penalty: 5260.005859
	Iteration 49Q: 3 clusters Score -5189396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5189395.500000 Penalty: 5260.005859
	Iteration 50F: 3 clusters Score -5189396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -929163.750000 Penalty: 2208.213623
	Iteration 0F: 2 clusters Score -929163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -923127.250000 Penalty: 4416.427246
	Iteration 0F: 3 clusters Score -923127.2 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -924752.187500 Penalty: 4416.427246
	Iteration 1F: 3 clusters Score -924752.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -925041.562500 Penalty: 4416.427246
	Iteration 2F: 3 clusters Score -925041.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -925250.500000 Penalty: 4416.427246
	Iteration 3F: 3 clusters Score -925250.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -925441.000000 Penalty: 4416.427246
	Iteration 4Q: 3 clusters Score -925441 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -925599.125000 Penalty: 4416.427246
	Iteration 5Q: 3 clusters Score -925599.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -925750.062500 Penalty: 4416.427246
	Iteration 6Q: 3 clusters Score -925750.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -925918.625000 Penalty: 4416.427246
	Iteration 7Q: 3 clusters Score -925918.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -926105.875000 Penalty: 4416.427246
	Iteration 8Q: 3 clusters Score -926105.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -926266.125000 Penalty: 4416.427246
	Iteration 9Q: 3 clusters Score -926266.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -926370.625000 Penalty: 4416.427246
	Iteration 10Q: 3 clusters Score -926370.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -926469.000000 Penalty: 4416.427246
	Iteration 11Q: 3 clusters Score -926469 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -926573.312500 Penalty: 4416.427246
	Iteration 12Q: 3 clusters Score -926573.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -926698.562500 Penalty: 4416.427246
	Iteration 13Q: 3 clusters Score -926698.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -926806.625000 Penalty: 4416.427246
	Iteration 14Q: 3 clusters Score -926806.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -926910.437500 Penalty: 4416.427246
	Iteration 15Q: 3 clusters Score -926910.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -927017.500000 Penalty: 4416.427246
	Iteration 16Q: 3 clusters Score -927017.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -927104.437500 Penalty: 4416.427246
	Iteration 17Q: 3 clusters Score -927104.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -927203.750000 Penalty: 4416.427246
	Iteration 18Q: 3 clusters Score -927203.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -927297.500000 Penalty: 4416.427246
	Iteration 19Q: 3 clusters Score -927297.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -927394.937500 Penalty: 4416.427246
	Iteration 20F: 3 clusters Score -927394.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -927470.250000 Penalty: 4416.427246
	Iteration 21Q: 3 clusters Score -927470.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -927518.500000 Penalty: 4416.427246
	Iteration 22Q: 3 clusters Score -927518.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -927562.125000 Penalty: 4416.427246
	Iteration 23Q: 3 clusters Score -927562.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -927594.687500 Penalty: 4416.427246
	Iteration 24Q: 3 clusters Score -927594.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -927617.812500 Penalty: 4416.427246
	Iteration 25Q: 3 clusters Score -927617.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -927638.187500 Penalty: 4416.427246
	Iteration 26Q: 3 clusters Score -927638.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -927659.125000 Penalty: 4416.427246
	Iteration 27Q: 3 clusters Score -927659.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -927677.812500 Penalty: 4416.427246
	Iteration 28Q: 3 clusters Score -927677.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -927694.375000 Penalty: 4416.427246
	Iteration 29Q: 3 clusters Score -927694.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -927712.187500 Penalty: 4416.427246
	Iteration 30Q: 3 clusters Score -927712.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -927723.875000 Penalty: 4416.427246
	Iteration 31Q: 3 clusters Score -927723.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -927740.562500 Penalty: 4416.427246
	Iteration 32Q: 3 clusters Score -927740.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -927751.687500 Penalty: 4416.427246
	Iteration 33Q: 3 clusters Score -927751.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -927763.312500 Penalty: 4416.427246
	Iteration 34Q: 3 clusters Score -927763.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -927771.250000 Penalty: 4416.427246
	Iteration 35Q: 3 clusters Score -927771.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -927777.562500 Penalty: 4416.427246
	Iteration 36Q: 3 clusters Score -927777.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -927783.375000 Penalty: 4416.427246
	Iteration 37Q: 3 clusters Score -927783.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -927788.437500 Penalty: 4416.427246
	Iteration 38Q: 3 clusters Score -927788.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -927794.500000 Penalty: 4416.427246
	Iteration 39Q: 3 clusters Score -927794.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -927794.000000 Penalty: 4416.427246
	Iteration 40F: 3 clusters Score -927794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -927798.500000 Penalty: 4416.427246
	Iteration 41Q: 3 clusters Score -927798.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -927801.125000 Penalty: 4416.427246
	Iteration 42Q: 3 clusters Score -927801.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -927805.187500 Penalty: 4416.427246
	Iteration 43Q: 3 clusters Score -927805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -927808.937500 Penalty: 4416.427246
	Iteration 44Q: 3 clusters Score -927808.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -927815.125000 Penalty: 4416.427246
	Iteration 45Q: 3 clusters Score -927815.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -927819.437500 Penalty: 4416.427246
	Iteration 46Q: 3 clusters Score -927819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -927818.687500 Penalty: 4416.427246
	Iteration 47Q: 3 clusters Score -927818.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -927822.562500 Penalty: 4416.427246
	Iteration 48Q: 3 clusters Score -927822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -927829.500000 Penalty: 4416.427246
	Iteration 49Q: 3 clusters Score -927829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -927834.000000 Penalty: 4416.427246
	Iteration 50Q: 3 clusters Score -927834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -927841.250000 Penalty: 4416.427246
	Iteration 51Q: 3 clusters Score -927841.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -927844.437500 Penalty: 4416.427246
	Iteration 52Q: 3 clusters Score -927844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -927845.437500 Penalty: 4416.427246
	Iteration 53Q: 3 clusters Score -927845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -927849.187500 Penalty: 4416.427246
	Iteration 54Q: 3 clusters Score -927849.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -927854.875000 Penalty: 4416.427246
	Iteration 55Q: 3 clusters Score -927854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -927862.312500 Penalty: 4416.427246
	Iteration 56Q: 3 clusters Score -927862.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -927870.562500 Penalty: 4416.427246
	Iteration 57Q: 3 clusters Score -927870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -927872.312500 Penalty: 4416.427246
	Iteration 58Q: 3 clusters Score -927872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -927877.125000 Penalty: 4416.427246
	Iteration 59Q: 3 clusters Score -927877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -927880.437500 Penalty: 4416.427246
	Iteration 60F: 3 clusters Score -927880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -927883.000000 Penalty: 4416.427246
	Iteration 61Q: 3 clusters Score -927883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -927888.062500 Penalty: 4416.427246
	Iteration 62Q: 3 clusters Score -927888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -927887.937500 Penalty: 4416.427246
	Iteration 63Q: 3 clusters Score -927887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -927890.500000 Penalty: 4416.427246
	Iteration 64Q: 3 clusters Score -927890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -927891.125000 Penalty: 4416.427246
	Iteration 65Q: 3 clusters Score -927891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -927892.125000 Penalty: 4416.427246
	Iteration 66Q: 3 clusters Score -927892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -927893.250000 Penalty: 4416.427246
	Iteration 67Q: 3 clusters Score -927893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -927894.937500 Penalty: 4416.427246
	Iteration 68Q: 3 clusters Score -927894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -927898.062500 Penalty: 4416.427246
	Iteration 69Q: 3 clusters Score -927898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -927898.250000 Penalty: 4416.427246
	Iteration 70Q: 3 clusters Score -927898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -927898.250000 Penalty: 4416.427246
	Iteration 71Q: 3 clusters Score -927898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -927899.375000 Penalty: 4416.427246
	Iteration 72Q: 3 clusters Score -927899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -927900.125000 Penalty: 4416.427246
	Iteration 73Q: 3 clusters Score -927900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -927901.125000 Penalty: 4416.427246
	Iteration 74Q: 3 clusters Score -927901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -927901.125000 Penalty: 4416.427246
	Iteration 75Q: 3 clusters Score -927901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -927901.000000 Penalty: 4416.427246
	Iteration 76Q: 3 clusters Score -927901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -927900.687500 Penalty: 4416.427246
	Iteration 77Q: 3 clusters Score -927900.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -927900.687500 Penalty: 4416.427246
	Iteration 78F: 3 clusters Score -927900.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Entering Unmasked Estep 
Score: -21205332.000000 Penalty: 2974.588379
	Iteration 0F: 2 clusters Score -2.120533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -21096716.000000 Penalty: 5949.176758
	Iteration 0F: 3 clusters Score -2.109672e+07 nChanged 77939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -21141798.000000 Penalty: 5949.176758
	Iteration 1F: 3 clusters Score -2.11418e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -21142802.000000 Penalty: 5949.176758
	Iteration 2Q: 3 clusters Score -2.11428e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -21143744.000000 Penalty: 5949.176758
	Iteration 3Q: 3 clusters Score -2.114374e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -21145194.000000 Penalty: 5949.176758
	Iteration 4Q: 3 clusters Score -2.114519e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -21146894.000000 Penalty: 5949.176758
	Iteration 5Q: 3 clusters Score -2.114689e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -21149902.000000 Penalty: 5949.176758
	Iteration 6Q: 3 clusters Score -2.11499e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -21155102.000000 Penalty: 5949.176758
	Iteration 7F: 3 clusters Score -2.11551e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -21163340.000000 Penalty: 5949.176758
	Iteration 8F: 3 clusters Score -2.116334e+07 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -21174182.000000 Penalty: 5949.176758
	Iteration 9F: 3 clusters Score -2.117418e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -21185152.000000 Penalty: 5949.176758
	Iteration 10F: 3 clusters Score -2.118515e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 151054 members 
Entering Unmasked Estep 
Score: -21193634.000000 Penalty: 5949.176758
	Iteration 11F: 3 clusters Score -2.119363e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -21198602.000000 Penalty: 5949.176758
	Iteration 12Q: 3 clusters Score -2.11986e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -21200882.000000 Penalty: 5949.176758
	Iteration 13Q: 3 clusters Score -2.120088e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 160635 members 
Entering Unmasked Estep 
Score: -21201838.000000 Penalty: 5949.176758
	Iteration 14Q: 3 clusters Score -2.120184e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -21202276.000000 Penalty: 5949.176758
	Iteration 15Q: 3 clusters Score -2.120228e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -21202438.000000 Penalty: 5949.176758
	Iteration 16Q: 3 clusters Score -2.120244e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -21202532.000000 Penalty: 5949.176758
	Iteration 17Q: 3 clusters Score -2.120253e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 161404 members 
Entering Unmasked Estep 
Score: -21202600.000000 Penalty: 5949.176758
	Iteration 18Q: 3 clusters Score -2.12026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -21202644.000000 Penalty: 5949.176758
	Iteration 19Q: 3 clusters Score -2.120264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -21202662.000000 Penalty: 5949.176758
	Iteration 20F: 3 clusters Score -2.120266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -21202674.000000 Penalty: 5949.176758
	Iteration 21Q: 3 clusters Score -2.120267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 161465 members 
Entering Unmasked Estep 
Score: -21202694.000000 Penalty: 5949.176758
	Iteration 22Q: 3 clusters Score -2.120269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 161475 members 
Entering Unmasked Estep 
Score: -21202700.000000 Penalty: 5949.176758
	Iteration 23Q: 3 clusters Score -2.12027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -21202716.000000 Penalty: 5949.176758
	Iteration 24Q: 3 clusters Score -2.120272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 161490 members 
Entering Unmasked Estep 
Score: -21202732.000000 Penalty: 5949.176758
	Iteration 25Q: 3 clusters Score -2.120273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -21202744.000000 Penalty: 5949.176758
	Iteration 26Q: 3 clusters Score -2.120274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -21202762.000000 Penalty: 5949.176758
	Iteration 27Q: 3 clusters Score -2.120276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -21202762.000000 Penalty: 5949.176758
	Iteration 28Q: 3 clusters Score -2.120276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -21202758.000000 Penalty: 5949.176758
	Iteration 29Q: 3 clusters Score -2.120276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -21202764.000000 Penalty: 5949.176758
	Iteration 30Q: 3 clusters Score -2.120276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -21202764.000000 Penalty: 5949.176758
	Iteration 31F: 3 clusters Score -2.120276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -765104.875000 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -765104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -760006.812500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -760006.8 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -761269.187500 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -761269.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -761527.687500 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -761527.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -761734.562500 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -761734.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -761869.187500 Penalty: 4310.057617
	Iteration 4Q: 3 clusters Score -761869.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -761966.500000 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -761966.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -762062.625000 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -762062.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -762157.562500 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -762157.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -762239.375000 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -762239.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -762324.750000 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -762324.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -762407.312500 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -762407.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -762491.437500 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -762491.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -762568.125000 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -762568.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -762659.875000 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -762659.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -762748.187500 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -762748.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -762835.625000 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -762835.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -762904.437500 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -762904.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -762979.250000 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -762979.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -763032.625000 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -763032.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -763088.187500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -763088.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -763126.687500 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -763126.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -763155.562500 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -763155.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -763174.500000 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -763174.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -763184.125000 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -763184.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -763196.312500 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -763196.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -763205.875000 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -763205.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -763213.250000 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -763213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -763223.500000 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -763223.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -763230.437500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -763230.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -763239.375000 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -763239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -763244.562500 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -763244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -763251.125000 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -763251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -763256.437500 Penalty: 4310.057617
	Iteration 32Q: 3 clusters Score -763256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -763262.625000 Penalty: 4310.057617
	Iteration 33Q: 3 clusters Score -763262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -763263.500000 Penalty: 4310.057617
	Iteration 34Q: 3 clusters Score -763263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -763264.437500 Penalty: 4310.057617
	Iteration 35Q: 3 clusters Score -763264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -763264.000000 Penalty: 4310.057617
	Iteration 36Q: 3 clusters Score -763264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -763263.625000 Penalty: 4310.057617
	Iteration 37Q: 3 clusters Score -763263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -763264.125000 Penalty: 4310.057617
	Iteration 38Q: 3 clusters Score -763264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -763264.125000 Penalty: 4310.057617
	Iteration 39F: 3 clusters Score -763264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -876929.937500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -876929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -871309.875000 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -871309.9 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -872862.875000 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -872862.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -873123.437500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -873123.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -873263.000000 Penalty: 4375.139648
	Iteration 3Q: 3 clusters Score -873263 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -873386.562500 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -873386.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -873503.750000 Penalty: 4375.139648
	Iteration 5Q: 3 clusters Score -873503.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -873614.187500 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -873614.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -873725.125000 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -873725.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -873819.312500 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -873819.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -873924.125000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -873924.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -874023.375000 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -874023.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -874113.500000 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -874113.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -874217.125000 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -874217.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -874325.562500 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -874325.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -874418.437500 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -874418.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -874510.625000 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -874510.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -874579.250000 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -874579.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -874637.500000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -874637.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -874676.625000 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -874676.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -874726.625000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -874726.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -874766.000000 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -874766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -874798.187500 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -874798.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -874827.875000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -874827.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -874849.187500 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -874849.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -874879.562500 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -874879.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -874907.625000 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -874907.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -874936.187500 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -874936.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -874953.812500 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -874953.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -874970.250000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -874970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -874985.000000 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -874985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -874999.187500 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -874999.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -875005.312500 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -875005.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -875010.375000 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -875010.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -875013.187500 Penalty: 4375.139648
	Iteration 33Q: 3 clusters Score -875013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -875018.187500 Penalty: 4375.139648
	Iteration 34Q: 3 clusters Score -875018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -875021.625000 Penalty: 4375.139648
	Iteration 35Q: 3 clusters Score -875021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -875028.687500 Penalty: 4375.139648
	Iteration 36Q: 3 clusters Score -875028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -875031.125000 Penalty: 4375.139648
	Iteration 37Q: 3 clusters Score -875031.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -875034.312500 Penalty: 4375.139648
	Iteration 38Q: 3 clusters Score -875034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -875035.875000 Penalty: 4375.139648
	Iteration 39Q: 3 clusters Score -875035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -875038.187500 Penalty: 4375.139648
	Iteration 40F: 3 clusters Score -875038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -875039.687500 Penalty: 4375.139648
	Iteration 41Q: 3 clusters Score -875039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -875042.437500 Penalty: 4375.139648
	Iteration 42Q: 3 clusters Score -875042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -875046.187500 Penalty: 4375.139648
	Iteration 43Q: 3 clusters Score -875046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -875050.125000 Penalty: 4375.139648
	Iteration 44Q: 3 clusters Score -875050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -875053.812500 Penalty: 4375.139648
	Iteration 45Q: 3 clusters Score -875053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -875058.000000 Penalty: 4375.139648
	Iteration 46Q: 3 clusters Score -875058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -875061.062500 Penalty: 4375.139648
	Iteration 47Q: 3 clusters Score -875061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -875061.250000 Penalty: 4375.139648
	Iteration 48Q: 3 clusters Score -875061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -875063.125000 Penalty: 4375.139648
	Iteration 49Q: 3 clusters Score -875063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -875064.812500 Penalty: 4375.139648
	Iteration 50Q: 3 clusters Score -875064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -875064.375000 Penalty: 4375.139648
	Iteration 51Q: 3 clusters Score -875064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -875064.375000 Penalty: 4375.139648
	Iteration 52F: 3 clusters Score -875064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Entering Unmasked Estep 
Score: -6871119.000000 Penalty: 2692.535156
	Iteration 0F: 2 clusters Score -6871119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6836309.500000 Penalty: 5385.070312
	Iteration 0F: 3 clusters Score -6836310 nChanged 23856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -6849669.500000 Penalty: 5385.070312
	Iteration 1F: 3 clusters Score -6849670 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6850367.500000 Penalty: 5385.070312
	Iteration 2Q: 3 clusters Score -6850368 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -6851229.500000 Penalty: 5385.070312
	Iteration 3Q: 3 clusters Score -6851230 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6852266.000000 Penalty: 5385.070312
	Iteration 4Q: 3 clusters Score -6852266 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6853619.000000 Penalty: 5385.070312
	Iteration 5F: 3 clusters Score -6853619 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -6855145.500000 Penalty: 5385.070312
	Iteration 6F: 3 clusters Score -6855146 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -6856748.500000 Penalty: 5385.070312
	Iteration 7F: 3 clusters Score -6856748 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6858308.500000 Penalty: 5385.070312
	Iteration 8F: 3 clusters Score -6858308 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6859600.000000 Penalty: 5385.070312
	Iteration 9F: 3 clusters Score -6859600 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -6860748.500000 Penalty: 5385.070312
	Iteration 10Q: 3 clusters Score -6860748 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6861840.500000 Penalty: 5385.070312
	Iteration 11Q: 3 clusters Score -6861840 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -6862899.000000 Penalty: 5385.070312
	Iteration 12Q: 3 clusters Score -6862899 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -6863864.500000 Penalty: 5385.070312
	Iteration 13Q: 3 clusters Score -6863864 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -6864882.000000 Penalty: 5385.070312
	Iteration 14Q: 3 clusters Score -6864882 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -6865764.000000 Penalty: 5385.070312
	Iteration 15Q: 3 clusters Score -6865764 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6866586.500000 Penalty: 5385.070312
	Iteration 16Q: 3 clusters Score -6866586 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6867183.500000 Penalty: 5385.070312
	Iteration 17Q: 3 clusters Score -6867184 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6867587.500000 Penalty: 5385.070312
	Iteration 18Q: 3 clusters Score -6867588 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6867899.000000 Penalty: 5385.070312
	Iteration 19Q: 3 clusters Score -6867899 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6868204.000000 Penalty: 5385.070312
	Iteration 20F: 3 clusters Score -6868204 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6868413.000000 Penalty: 5385.070312
	Iteration 21Q: 3 clusters Score -6868413 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6868572.500000 Penalty: 5385.070312
	Iteration 22Q: 3 clusters Score -6868572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6868678.500000 Penalty: 5385.070312
	Iteration 23Q: 3 clusters Score -6868678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6868742.500000 Penalty: 5385.070312
	Iteration 24Q: 3 clusters Score -6868742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6868788.000000 Penalty: 5385.070312
	Iteration 25Q: 3 clusters Score -6868788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6868823.500000 Penalty: 5385.070312
	Iteration 26Q: 3 clusters Score -6868824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6868842.000000 Penalty: 5385.070312
	Iteration 27Q: 3 clusters Score -6868842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6868861.000000 Penalty: 5385.070312
	Iteration 28Q: 3 clusters Score -6868861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6868879.000000 Penalty: 5385.070312
	Iteration 29Q: 3 clusters Score -6868879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6868879.500000 Penalty: 5385.070312
	Iteration 30Q: 3 clusters Score -6868880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6868889.500000 Penalty: 5385.070312
	Iteration 31Q: 3 clusters Score -6868890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6868892.500000 Penalty: 5385.070312
	Iteration 32Q: 3 clusters Score -6868892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6868893.000000 Penalty: 5385.070312
	Iteration 33Q: 3 clusters Score -6868893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6868895.000000 Penalty: 5385.070312
	Iteration 34Q: 3 clusters Score -6868895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6868892.500000 Penalty: 5385.070312
	Iteration 35Q: 3 clusters Score -6868892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6868891.000000 Penalty: 5385.070312
	Iteration 36Q: 3 clusters Score -6868891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6868894.500000 Penalty: 5385.070312
	Iteration 37Q: 3 clusters Score -6868894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6868892.000000 Penalty: 5385.070312
	Iteration 38Q: 3 clusters Score -6868892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6868888.000000 Penalty: 5385.070312
	Iteration 39Q: 3 clusters Score -6868888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6868885.500000 Penalty: 5385.070312
	Iteration 40F: 3 clusters Score -6868886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6868897.500000 Penalty: 5385.070312
	Iteration 41Q: 3 clusters Score -6868898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6868893.000000 Penalty: 5385.070312
	Iteration 42Q: 3 clusters Score -6868893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6868893.500000 Penalty: 5385.070312
	Iteration 43Q: 3 clusters Score -6868894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6868893.500000 Penalty: 5385.070312
	Iteration 44F: 3 clusters Score -6868894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -152886.406250 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -152886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150750.546875 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -150750.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -151289.140625 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -151289.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -151546.250000 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -151546.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151661.875000 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -151661.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151723.906250 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -151723.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151761.500000 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -151761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -151789.875000 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -151789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151819.265625 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -151819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151852.296875 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -151852.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151884.484375 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -151884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151905.250000 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -151905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -151921.015625 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -151921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -151960.859375 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -151960.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152044.453125 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -152044.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152115.328125 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -152115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152139.703125 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -152139.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152158.312500 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -152158.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152174.421875 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -152174.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152187.078125 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -152187.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152203.937500 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -152203.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152218.812500 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -152218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152232.421875 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -152232.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152243.953125 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -152244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152254.328125 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -152254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152273.062500 Penalty: 3576.932129
	Iteration 24Q: 3 clusters Score -152273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152290.250000 Penalty: 3576.932129
	Iteration 25Q: 3 clusters Score -152290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152301.968750 Penalty: 3576.932129
	Iteration 26Q: 3 clusters Score -152302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152321.000000 Penalty: 3576.932129
	Iteration 27Q: 3 clusters Score -152321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152333.218750 Penalty: 3576.932129
	Iteration 28Q: 3 clusters Score -152333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152347.140625 Penalty: 3576.932129
	Iteration 29Q: 3 clusters Score -152347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152359.296875 Penalty: 3576.932129
	Iteration 30Q: 3 clusters Score -152359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152376.859375 Penalty: 3576.932129
	Iteration 31Q: 3 clusters Score -152376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152389.406250 Penalty: 3576.932129
	Iteration 32Q: 3 clusters Score -152389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152395.906250 Penalty: 3576.932129
	Iteration 33Q: 3 clusters Score -152395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152401.500000 Penalty: 3576.932129
	Iteration 34Q: 3 clusters Score -152401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152405.031250 Penalty: 3576.932129
	Iteration 35Q: 3 clusters Score -152405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152407.109375 Penalty: 3576.932129
	Iteration 36Q: 3 clusters Score -152407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152407.640625 Penalty: 3576.932129
	Iteration 37Q: 3 clusters Score -152407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152407.640625 Penalty: 3576.932129
	Iteration 38F: 3 clusters Score -152407.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Entering Unmasked Estep 
Score: -1762004.000000 Penalty: 2375.729980
	Iteration 0F: 2 clusters Score -1762004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1751469.750000 Penalty: 4751.459961
	Iteration 0F: 3 clusters Score -1751470 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1754855.750000 Penalty: 4751.459961
	Iteration 1F: 3 clusters Score -1754856 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1755283.500000 Penalty: 4751.459961
	Iteration 2F: 3 clusters Score -1755284 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1755629.750000 Penalty: 4751.459961
	Iteration 3F: 3 clusters Score -1755630 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1755930.625000 Penalty: 4751.459961
	Iteration 4Q: 3 clusters Score -1755931 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1756295.250000 Penalty: 4751.459961
	Iteration 5Q: 3 clusters Score -1756295 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1756773.375000 Penalty: 4751.459961
	Iteration 6F: 3 clusters Score -1756773 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1757342.375000 Penalty: 4751.459961
	Iteration 7F: 3 clusters Score -1757342 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1757970.500000 Penalty: 4751.459961
	Iteration 8F: 3 clusters Score -1757970 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1758582.375000 Penalty: 4751.459961
	Iteration 9F: 3 clusters Score -1758582 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1759146.000000 Penalty: 4751.459961
	Iteration 10Q: 3 clusters Score -1759146 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1759585.500000 Penalty: 4751.459961
	Iteration 11Q: 3 clusters Score -1759586 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1759936.500000 Penalty: 4751.459961
	Iteration 12Q: 3 clusters Score -1759936 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1760186.000000 Penalty: 4751.459961
	Iteration 13Q: 3 clusters Score -1760186 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1760385.625000 Penalty: 4751.459961
	Iteration 14Q: 3 clusters Score -1760386 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1760513.750000 Penalty: 4751.459961
	Iteration 15Q: 3 clusters Score -1760514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1760606.250000 Penalty: 4751.459961
	Iteration 16Q: 3 clusters Score -1760606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1760660.250000 Penalty: 4751.459961
	Iteration 17Q: 3 clusters Score -1760660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1760689.250000 Penalty: 4751.459961
	Iteration 18Q: 3 clusters Score -1760689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1760715.375000 Penalty: 4751.459961
	Iteration 19Q: 3 clusters Score -1760715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1760732.875000 Penalty: 4751.459961
	Iteration 20F: 3 clusters Score -1760733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1760749.375000 Penalty: 4751.459961
	Iteration 21Q: 3 clusters Score -1760749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1760757.750000 Penalty: 4751.459961
	Iteration 22Q: 3 clusters Score -1760758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1760759.000000 Penalty: 4751.459961
	Iteration 23Q: 3 clusters Score -1760759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1760764.000000 Penalty: 4751.459961
	Iteration 24Q: 3 clusters Score -1760764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1760764.750000 Penalty: 4751.459961
	Iteration 25Q: 3 clusters Score -1760765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1760769.250000 Penalty: 4751.459961
	Iteration 26Q: 3 clusters Score -1760769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1760766.125000 Penalty: 4751.459961
	Iteration 27Q: 3 clusters Score -1760766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1760767.125000 Penalty: 4751.459961
	Iteration 28Q: 3 clusters Score -1760767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1760766.125000 Penalty: 4751.459961
	Iteration 29Q: 3 clusters Score -1760766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1760766.625000 Penalty: 4751.459961
	Iteration 30Q: 3 clusters Score -1760767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1760767.875000 Penalty: 4751.459961
	Iteration 31Q: 3 clusters Score -1760768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1760767.750000 Penalty: 4751.459961
	Iteration 32Q: 3 clusters Score -1760768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1760768.250000 Penalty: 4751.459961
	Iteration 33Q: 3 clusters Score -1760768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1760768.250000 Penalty: 4751.459961
	Iteration 34F: 3 clusters Score -1760768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -831126.750000 Penalty: 2187.972412
	Iteration 0F: 2 clusters Score -831126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -825444.500000 Penalty: 4375.944824
	Iteration 0F: 3 clusters Score -825444.5 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -826970.750000 Penalty: 4375.944824
	Iteration 1F: 3 clusters Score -826970.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -827296.875000 Penalty: 4375.944824
	Iteration 2F: 3 clusters Score -827296.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -827554.875000 Penalty: 4375.944824
	Iteration 3F: 3 clusters Score -827554.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -827775.562500 Penalty: 4375.944824
	Iteration 4Q: 3 clusters Score -827775.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -827989.562500 Penalty: 4375.944824
	Iteration 5Q: 3 clusters Score -827989.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -828209.250000 Penalty: 4375.944824
	Iteration 6Q: 3 clusters Score -828209.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -828428.000000 Penalty: 4375.944824
	Iteration 7Q: 3 clusters Score -828428 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -828722.625000 Penalty: 4375.944824
	Iteration 8Q: 3 clusters Score -828722.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -829058.375000 Penalty: 4375.944824
	Iteration 9Q: 3 clusters Score -829058.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -829326.500000 Penalty: 4375.944824
	Iteration 10Q: 3 clusters Score -829326.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -829558.875000 Penalty: 4375.944824
	Iteration 11Q: 3 clusters Score -829558.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -829687.437500 Penalty: 4375.944824
	Iteration 12Q: 3 clusters Score -829687.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -829756.500000 Penalty: 4375.944824
	Iteration 13Q: 3 clusters Score -829756.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -829792.187500 Penalty: 4375.944824
	Iteration 14Q: 3 clusters Score -829792.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -829819.500000 Penalty: 4375.944824
	Iteration 15Q: 3 clusters Score -829819.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -829839.937500 Penalty: 4375.944824
	Iteration 16Q: 3 clusters Score -829839.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -829856.812500 Penalty: 4375.944824
	Iteration 17Q: 3 clusters Score -829856.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -829874.062500 Penalty: 4375.944824
	Iteration 18Q: 3 clusters Score -829874.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -829898.312500 Penalty: 4375.944824
	Iteration 19Q: 3 clusters Score -829898.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -829917.875000 Penalty: 4375.944824
	Iteration 20F: 3 clusters Score -829917.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -829949.312500 Penalty: 4375.944824
	Iteration 21Q: 3 clusters Score -829949.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -830000.062500 Penalty: 4375.944824
	Iteration 22Q: 3 clusters Score -830000.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -830064.062500 Penalty: 4375.944824
	Iteration 23Q: 3 clusters Score -830064.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -830136.500000 Penalty: 4375.944824
	Iteration 24Q: 3 clusters Score -830136.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -830192.312500 Penalty: 4375.944824
	Iteration 25Q: 3 clusters Score -830192.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -830238.437500 Penalty: 4375.944824
	Iteration 26Q: 3 clusters Score -830238.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -830280.937500 Penalty: 4375.944824
	Iteration 27Q: 3 clusters Score -830280.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -830326.625000 Penalty: 4375.944824
	Iteration 28Q: 3 clusters Score -830326.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -830367.250000 Penalty: 4375.944824
	Iteration 29Q: 3 clusters Score -830367.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -830402.437500 Penalty: 4375.944824
	Iteration 30Q: 3 clusters Score -830402.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -830440.812500 Penalty: 4375.944824
	Iteration 31Q: 3 clusters Score -830440.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -830479.687500 Penalty: 4375.944824
	Iteration 32Q: 3 clusters Score -830479.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -830511.562500 Penalty: 4375.944824
	Iteration 33Q: 3 clusters Score -830511.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -830534.812500 Penalty: 4375.944824
	Iteration 34Q: 3 clusters Score -830534.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -830551.812500 Penalty: 4375.944824
	Iteration 35Q: 3 clusters Score -830551.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -830561.125000 Penalty: 4375.944824
	Iteration 36Q: 3 clusters Score -830561.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -830569.437500 Penalty: 4375.944824
	Iteration 37Q: 3 clusters Score -830569.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -830573.125000 Penalty: 4375.944824
	Iteration 38Q: 3 clusters Score -830573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -830574.562500 Penalty: 4375.944824
	Iteration 39Q: 3 clusters Score -830574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -830577.000000 Penalty: 4375.944824
	Iteration 40F: 3 clusters Score -830577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -830578.750000 Penalty: 4375.944824
	Iteration 41Q: 3 clusters Score -830578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -830578.312500 Penalty: 4375.944824
	Iteration 42Q: 3 clusters Score -830578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -830580.125000 Penalty: 4375.944824
	Iteration 43Q: 3 clusters Score -830580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -830581.812500 Penalty: 4375.944824
	Iteration 44Q: 3 clusters Score -830581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -830581.687500 Penalty: 4375.944824
	Iteration 45Q: 3 clusters Score -830581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -830584.750000 Penalty: 4375.944824
	Iteration 46Q: 3 clusters Score -830584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -830584.250000 Penalty: 4375.944824
	Iteration 47Q: 3 clusters Score -830584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -830586.125000 Penalty: 4375.944824
	Iteration 48Q: 3 clusters Score -830586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -830585.875000 Penalty: 4375.944824
	Iteration 49Q: 3 clusters Score -830585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -830585.687500 Penalty: 4375.944824
	Iteration 50Q: 3 clusters Score -830585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -830586.062500 Penalty: 4375.944824
	Iteration 51Q: 3 clusters Score -830586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -830586.562500 Penalty: 4375.944824
	Iteration 52Q: 3 clusters Score -830586.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -830586.562500 Penalty: 4375.944824
	Iteration 53F: 3 clusters Score -830586.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Entering Unmasked Estep 
Score: -11757789.000000 Penalty: 2828.372559
	Iteration 0F: 2 clusters Score -1.175779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -11697911.000000 Penalty: 5656.745117
	Iteration 0F: 3 clusters Score -1.169791e+07 nChanged 42221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -11722021.000000 Penalty: 5656.745117
	Iteration 1F: 3 clusters Score -1.172202e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -11723056.000000 Penalty: 5656.745117
	Iteration 2Q: 3 clusters Score -1.172306e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -11724216.000000 Penalty: 5656.745117
	Iteration 3Q: 3 clusters Score -1.172422e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -11725559.000000 Penalty: 5656.745117
	Iteration 4Q: 3 clusters Score -1.172556e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -11727256.000000 Penalty: 5656.745117
	Iteration 5Q: 3 clusters Score -1.172726e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -11729256.000000 Penalty: 5656.745117
	Iteration 6F: 3 clusters Score -1.172926e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -11731698.000000 Penalty: 5656.745117
	Iteration 7F: 3 clusters Score -1.17317e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -11734114.000000 Penalty: 5656.745117
	Iteration 8F: 3 clusters Score -1.173411e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -11736019.000000 Penalty: 5656.745117
	Iteration 9F: 3 clusters Score -1.173602e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -11737502.000000 Penalty: 5656.745117
	Iteration 10Q: 3 clusters Score -1.17375e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -11738581.000000 Penalty: 5656.745117
	Iteration 11Q: 3 clusters Score -1.173858e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -11739304.000000 Penalty: 5656.745117
	Iteration 12Q: 3 clusters Score -1.17393e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -11739973.000000 Penalty: 5656.745117
	Iteration 13Q: 3 clusters Score -1.173997e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -11740651.000000 Penalty: 5656.745117
	Iteration 14Q: 3 clusters Score -1.174065e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -11741517.000000 Penalty: 5656.745117
	Iteration 15Q: 3 clusters Score -1.174152e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -11742490.000000 Penalty: 5656.745117
	Iteration 16Q: 3 clusters Score -1.174249e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -11743692.000000 Penalty: 5656.745117
	Iteration 17Q: 3 clusters Score -1.174369e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -11745432.000000 Penalty: 5656.745117
	Iteration 18Q: 3 clusters Score -1.174543e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -11747598.000000 Penalty: 5656.745117
	Iteration 19Q: 3 clusters Score -1.17476e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -11749938.000000 Penalty: 5656.745117
	Iteration 20F: 3 clusters Score -1.174994e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -11751995.000000 Penalty: 5656.745117
	Iteration 21Q: 3 clusters Score -1.1752e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -11753519.000000 Penalty: 5656.745117
	Iteration 22Q: 3 clusters Score -1.175352e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -11754457.000000 Penalty: 5656.745117
	Iteration 23Q: 3 clusters Score -1.175446e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -11755114.000000 Penalty: 5656.745117
	Iteration 24Q: 3 clusters Score -1.175511e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -11755441.000000 Penalty: 5656.745117
	Iteration 25Q: 3 clusters Score -1.175544e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -11755677.000000 Penalty: 5656.745117
	Iteration 26Q: 3 clusters Score -1.175568e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -11755887.000000 Penalty: 5656.745117
	Iteration 27Q: 3 clusters Score -1.175589e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -11756007.000000 Penalty: 5656.745117
	Iteration 28Q: 3 clusters Score -1.175601e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11756110.000000 Penalty: 5656.745117
	Iteration 29Q: 3 clusters Score -1.175611e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -11756189.000000 Penalty: 5656.745117
	Iteration 30Q: 3 clusters Score -1.175619e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -11756271.000000 Penalty: 5656.745117
	Iteration 31Q: 3 clusters Score -1.175627e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11756333.000000 Penalty: 5656.745117
	Iteration 32Q: 3 clusters Score -1.175633e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11756347.000000 Penalty: 5656.745117
	Iteration 33Q: 3 clusters Score -1.175635e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11756370.000000 Penalty: 5656.745117
	Iteration 34Q: 3 clusters Score -1.175637e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -11756390.000000 Penalty: 5656.745117
	Iteration 35Q: 3 clusters Score -1.175639e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11756448.000000 Penalty: 5656.745117
	Iteration 36Q: 3 clusters Score -1.175645e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11756452.000000 Penalty: 5656.745117
	Iteration 37Q: 3 clusters Score -1.175645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11756483.000000 Penalty: 5656.745117
	Iteration 38Q: 3 clusters Score -1.175648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11756492.000000 Penalty: 5656.745117
	Iteration 39Q: 3 clusters Score -1.175649e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11756506.000000 Penalty: 5656.745117
	Iteration 40F: 3 clusters Score -1.175651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11756513.000000 Penalty: 5656.745117
	Iteration 41Q: 3 clusters Score -1.175651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11756512.000000 Penalty: 5656.745117
	Iteration 42Q: 3 clusters Score -1.175651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11756534.000000 Penalty: 5656.745117
	Iteration 43Q: 3 clusters Score -1.175653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11756547.000000 Penalty: 5656.745117
	Iteration 44Q: 3 clusters Score -1.175655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11756543.000000 Penalty: 5656.745117
	Iteration 45Q: 3 clusters Score -1.175654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11756529.000000 Penalty: 5656.745117
	Iteration 46Q: 3 clusters Score -1.175653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -11756543.000000 Penalty: 5656.745117
	Iteration 47Q: 3 clusters Score -1.175654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11756546.000000 Penalty: 5656.745117
	Iteration 48Q: 3 clusters Score -1.175655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11756561.000000 Penalty: 5656.745117
	Iteration 49Q: 3 clusters Score -1.175656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11756559.000000 Penalty: 5656.745117
	Iteration 50Q: 3 clusters Score -1.175656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11756553.000000 Penalty: 5656.745117
	Iteration 51Q: 3 clusters Score -1.175655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11756553.000000 Penalty: 5656.745117
	Iteration 52Q: 3 clusters Score -1.175655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11756555.000000 Penalty: 5656.745117
	Iteration 53Q: 3 clusters Score -1.175656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11756566.000000 Penalty: 5656.745117
	Iteration 54Q: 3 clusters Score -1.175657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11756566.000000 Penalty: 5656.745117
	Iteration 55F: 3 clusters Score -1.175657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Entering Unmasked Estep 
Score: -1491177.625000 Penalty: 2317.028809
	Iteration 0F: 2 clusters Score -1491178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1482667.250000 Penalty: 4634.057617
	Iteration 0F: 3 clusters Score -1482667 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1485328.500000 Penalty: 4634.057617
	Iteration 1F: 3 clusters Score -1485328 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1485816.750000 Penalty: 4634.057617
	Iteration 2F: 3 clusters Score -1485817 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1486536.500000 Penalty: 4634.057617
	Iteration 3F: 3 clusters Score -1486536 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1487587.750000 Penalty: 4634.057617
	Iteration 4F: 3 clusters Score -1487588 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1488633.125000 Penalty: 4634.057617
	Iteration 5F: 3 clusters Score -1488633 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1489337.625000 Penalty: 4634.057617
	Iteration 6F: 3 clusters Score -1489338 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1489779.000000 Penalty: 4634.057617
	Iteration 7F: 3 clusters Score -1489779 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1490030.625000 Penalty: 4634.057617
	Iteration 8Q: 3 clusters Score -1490031 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1490192.000000 Penalty: 4634.057617
	Iteration 9Q: 3 clusters Score -1490192 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1490297.500000 Penalty: 4634.057617
	Iteration 10Q: 3 clusters Score -1490298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1490349.000000 Penalty: 4634.057617
	Iteration 11Q: 3 clusters Score -1490349 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1490382.875000 Penalty: 4634.057617
	Iteration 12Q: 3 clusters Score -1490383 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1490418.250000 Penalty: 4634.057617
	Iteration 13Q: 3 clusters Score -1490418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1490443.250000 Penalty: 4634.057617
	Iteration 14Q: 3 clusters Score -1490443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1490459.250000 Penalty: 4634.057617
	Iteration 15Q: 3 clusters Score -1490459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1490473.125000 Penalty: 4634.057617
	Iteration 16Q: 3 clusters Score -1490473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1490480.500000 Penalty: 4634.057617
	Iteration 17Q: 3 clusters Score -1490480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1490486.125000 Penalty: 4634.057617
	Iteration 18Q: 3 clusters Score -1490486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1490487.750000 Penalty: 4634.057617
	Iteration 19Q: 3 clusters Score -1490488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1490491.625000 Penalty: 4634.057617
	Iteration 20F: 3 clusters Score -1490492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1490498.125000 Penalty: 4634.057617
	Iteration 21Q: 3 clusters Score -1490498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1490500.250000 Penalty: 4634.057617
	Iteration 22Q: 3 clusters Score -1490500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1490501.000000 Penalty: 4634.057617
	Iteration 23Q: 3 clusters Score -1490501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1490500.625000 Penalty: 4634.057617
	Iteration 24Q: 3 clusters Score -1490501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1490501.875000 Penalty: 4634.057617
	Iteration 25Q: 3 clusters Score -1490502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1490499.250000 Penalty: 4634.057617
	Iteration 26Q: 3 clusters Score -1490499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1490499.625000 Penalty: 4634.057617
	Iteration 27Q: 3 clusters Score -1490500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1490500.625000 Penalty: 4634.057617
	Iteration 28Q: 3 clusters Score -1490501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1490499.750000 Penalty: 4634.057617
	Iteration 29Q: 3 clusters Score -1490500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1490500.625000 Penalty: 4634.057617
	Iteration 30Q: 3 clusters Score -1490501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1490502.375000 Penalty: 4634.057617
	Iteration 31Q: 3 clusters Score -1490502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1490502.375000 Penalty: 4634.057617
	Iteration 32F: 3 clusters Score -1490502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Entering Unmasked Estep 
Score: -10832933.000000 Penalty: 2809.723877
	Iteration 0F: 2 clusters Score -1.083293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -10777347.000000 Penalty: 5619.447754
	Iteration 0F: 3 clusters Score -1.077735e+07 nChanged 39114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10799853.000000 Penalty: 5619.447754
	Iteration 1F: 3 clusters Score -1.079985e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -10800884.000000 Penalty: 5619.447754
	Iteration 2Q: 3 clusters Score -1.080088e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -10802147.000000 Penalty: 5619.447754
	Iteration 3Q: 3 clusters Score -1.080215e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -10803837.000000 Penalty: 5619.447754
	Iteration 4Q: 3 clusters Score -1.080384e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -10806174.000000 Penalty: 5619.447754
	Iteration 5F: 3 clusters Score -1.080617e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -10809147.000000 Penalty: 5619.447754
	Iteration 6F: 3 clusters Score -1.080915e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -10812435.000000 Penalty: 5619.447754
	Iteration 7F: 3 clusters Score -1.081244e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -10815565.000000 Penalty: 5619.447754
	Iteration 8F: 3 clusters Score -1.081556e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -10818171.000000 Penalty: 5619.447754
	Iteration 9F: 3 clusters Score -1.081817e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -10820310.000000 Penalty: 5619.447754
	Iteration 10Q: 3 clusters Score -1.082031e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -10822183.000000 Penalty: 5619.447754
	Iteration 11Q: 3 clusters Score -1.082218e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -10823911.000000 Penalty: 5619.447754
	Iteration 12Q: 3 clusters Score -1.082391e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -10825530.000000 Penalty: 5619.447754
	Iteration 13Q: 3 clusters Score -1.082553e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -10826891.000000 Penalty: 5619.447754
	Iteration 14Q: 3 clusters Score -1.082689e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -10828085.000000 Penalty: 5619.447754
	Iteration 15Q: 3 clusters Score -1.082808e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -10828933.000000 Penalty: 5619.447754
	Iteration 16Q: 3 clusters Score -1.082893e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10829552.000000 Penalty: 5619.447754
	Iteration 17Q: 3 clusters Score -1.082955e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10829970.000000 Penalty: 5619.447754
	Iteration 18Q: 3 clusters Score -1.082997e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10830256.000000 Penalty: 5619.447754
	Iteration 19Q: 3 clusters Score -1.083026e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10830372.000000 Penalty: 5619.447754
	Iteration 20F: 3 clusters Score -1.083037e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10830466.000000 Penalty: 5619.447754
	Iteration 21Q: 3 clusters Score -1.083047e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10830524.000000 Penalty: 5619.447754
	Iteration 22Q: 3 clusters Score -1.083052e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10830553.000000 Penalty: 5619.447754
	Iteration 23Q: 3 clusters Score -1.083055e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10830585.000000 Penalty: 5619.447754
	Iteration 24Q: 3 clusters Score -1.083058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10830617.000000 Penalty: 5619.447754
	Iteration 25Q: 3 clusters Score -1.083062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10830641.000000 Penalty: 5619.447754
	Iteration 26Q: 3 clusters Score -1.083064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10830678.000000 Penalty: 5619.447754
	Iteration 27Q: 3 clusters Score -1.083068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10830682.000000 Penalty: 5619.447754
	Iteration 28Q: 3 clusters Score -1.083068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10830702.000000 Penalty: 5619.447754
	Iteration 29Q: 3 clusters Score -1.08307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10830721.000000 Penalty: 5619.447754
	Iteration 30Q: 3 clusters Score -1.083072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10830728.000000 Penalty: 5619.447754
	Iteration 31Q: 3 clusters Score -1.083073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10830725.000000 Penalty: 5619.447754
	Iteration 32Q: 3 clusters Score -1.083072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10830723.000000 Penalty: 5619.447754
	Iteration 33Q: 3 clusters Score -1.083072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10830725.000000 Penalty: 5619.447754
	Iteration 34Q: 3 clusters Score -1.083072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10830724.000000 Penalty: 5619.447754
	Iteration 35Q: 3 clusters Score -1.083072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10830725.000000 Penalty: 5619.447754
	Iteration 36Q: 3 clusters Score -1.083072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10830725.000000 Penalty: 5619.447754
	Iteration 37F: 3 clusters Score -1.083072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Entering Unmasked Estep 
Score: -1916345.875000 Penalty: 2384.554443
	Iteration 0F: 2 clusters Score -1916346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1905510.500000 Penalty: 4769.108887
	Iteration 0F: 3 clusters Score -1905510 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1909064.375000 Penalty: 4769.108887
	Iteration 1F: 3 clusters Score -1909064 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1909452.750000 Penalty: 4769.108887
	Iteration 2F: 3 clusters Score -1909453 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1909764.750000 Penalty: 4769.108887
	Iteration 3F: 3 clusters Score -1909765 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1910042.125000 Penalty: 4769.108887
	Iteration 4Q: 3 clusters Score -1910042 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1910355.125000 Penalty: 4769.108887
	Iteration 5Q: 3 clusters Score -1910355 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1910676.625000 Penalty: 4769.108887
	Iteration 6Q: 3 clusters Score -1910677 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1911011.250000 Penalty: 4769.108887
	Iteration 7Q: 3 clusters Score -1911011 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1911362.500000 Penalty: 4769.108887
	Iteration 8Q: 3 clusters Score -1911362 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1911694.625000 Penalty: 4769.108887
	Iteration 9Q: 3 clusters Score -1911695 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1912059.375000 Penalty: 4769.108887
	Iteration 10Q: 3 clusters Score -1912059 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1912397.500000 Penalty: 4769.108887
	Iteration 11Q: 3 clusters Score -1912398 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1912687.500000 Penalty: 4769.108887
	Iteration 12Q: 3 clusters Score -1912688 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1912972.500000 Penalty: 4769.108887
	Iteration 13Q: 3 clusters Score -1912972 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1913256.625000 Penalty: 4769.108887
	Iteration 14Q: 3 clusters Score -1913257 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1913540.250000 Penalty: 4769.108887
	Iteration 15Q: 3 clusters Score -1913540 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1913762.875000 Penalty: 4769.108887
	Iteration 16Q: 3 clusters Score -1913763 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1913933.625000 Penalty: 4769.108887
	Iteration 17Q: 3 clusters Score -1913934 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1914086.625000 Penalty: 4769.108887
	Iteration 18Q: 3 clusters Score -1914087 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1914198.250000 Penalty: 4769.108887
	Iteration 19Q: 3 clusters Score -1914198 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1914269.000000 Penalty: 4769.108887
	Iteration 20F: 3 clusters Score -1914269 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1914340.750000 Penalty: 4769.108887
	Iteration 21Q: 3 clusters Score -1914341 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1914401.625000 Penalty: 4769.108887
	Iteration 22Q: 3 clusters Score -1914402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1914446.000000 Penalty: 4769.108887
	Iteration 23Q: 3 clusters Score -1914446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1914468.500000 Penalty: 4769.108887
	Iteration 24Q: 3 clusters Score -1914468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1914492.375000 Penalty: 4769.108887
	Iteration 25Q: 3 clusters Score -1914492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1914509.625000 Penalty: 4769.108887
	Iteration 26Q: 3 clusters Score -1914510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1914519.750000 Penalty: 4769.108887
	Iteration 27Q: 3 clusters Score -1914520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1914534.625000 Penalty: 4769.108887
	Iteration 28Q: 3 clusters Score -1914535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1914539.000000 Penalty: 4769.108887
	Iteration 29Q: 3 clusters Score -1914539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1914546.750000 Penalty: 4769.108887
	Iteration 30Q: 3 clusters Score -1914547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1914545.875000 Penalty: 4769.108887
	Iteration 31Q: 3 clusters Score -1914546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1914549.750000 Penalty: 4769.108887
	Iteration 32Q: 3 clusters Score -1914550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1914558.500000 Penalty: 4769.108887
	Iteration 33Q: 3 clusters Score -1914558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1914561.375000 Penalty: 4769.108887
	Iteration 34Q: 3 clusters Score -1914561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1914567.375000 Penalty: 4769.108887
	Iteration 35Q: 3 clusters Score -1914567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1914569.875000 Penalty: 4769.108887
	Iteration 36Q: 3 clusters Score -1914570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1914575.875000 Penalty: 4769.108887
	Iteration 37Q: 3 clusters Score -1914576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1914574.625000 Penalty: 4769.108887
	Iteration 38Q: 3 clusters Score -1914575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1914578.000000 Penalty: 4769.108887
	Iteration 39Q: 3 clusters Score -1914578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1914584.250000 Penalty: 4769.108887
	Iteration 40F: 3 clusters Score -1914584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1914591.625000 Penalty: 4769.108887
	Iteration 41Q: 3 clusters Score -1914592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1914597.125000 Penalty: 4769.108887
	Iteration 42Q: 3 clusters Score -1914597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1914592.750000 Penalty: 4769.108887
	Iteration 43Q: 3 clusters Score -1914593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1914596.625000 Penalty: 4769.108887
	Iteration 44Q: 3 clusters Score -1914597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1914600.125000 Penalty: 4769.108887
	Iteration 45Q: 3 clusters Score -1914600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1914600.875000 Penalty: 4769.108887
	Iteration 46Q: 3 clusters Score -1914601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1914603.875000 Penalty: 4769.108887
	Iteration 47Q: 3 clusters Score -1914604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1914603.000000 Penalty: 4769.108887
	Iteration 48Q: 3 clusters Score -1914603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1914604.000000 Penalty: 4769.108887
	Iteration 49Q: 3 clusters Score -1914604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1914606.625000 Penalty: 4769.108887
	Iteration 50Q: 3 clusters Score -1914607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1914610.125000 Penalty: 4769.108887
	Iteration 51Q: 3 clusters Score -1914610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1914615.000000 Penalty: 4769.108887
	Iteration 52Q: 3 clusters Score -1914615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1914618.500000 Penalty: 4769.108887
	Iteration 53Q: 3 clusters Score -1914618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1914620.875000 Penalty: 4769.108887
	Iteration 54Q: 3 clusters Score -1914621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1914621.250000 Penalty: 4769.108887
	Iteration 55Q: 3 clusters Score -1914621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1914621.000000 Penalty: 4769.108887
	Iteration 56Q: 3 clusters Score -1914621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1914622.750000 Penalty: 4769.108887
	Iteration 57Q: 3 clusters Score -1914623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1914623.000000 Penalty: 4769.108887
	Iteration 58Q: 3 clusters Score -1914623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1914623.375000 Penalty: 4769.108887
	Iteration 59Q: 3 clusters Score -1914623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1914625.625000 Penalty: 4769.108887
	Iteration 60F: 3 clusters Score -1914626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1914626.625000 Penalty: 4769.108887
	Iteration 61Q: 3 clusters Score -1914627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1914625.875000 Penalty: 4769.108887
	Iteration 62Q: 3 clusters Score -1914626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1914627.625000 Penalty: 4769.108887
	Iteration 63Q: 3 clusters Score -1914628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1914629.375000 Penalty: 4769.108887
	Iteration 64Q: 3 clusters Score -1914629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1914629.375000 Penalty: 4769.108887
	Iteration 65F: 3 clusters Score -1914629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Entering Unmasked Estep 
Score: -5115204.000000 Penalty: 2641.701660
	Iteration 0F: 2 clusters Score -5115204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5086711.500000 Penalty: 5283.403320
	Iteration 0F: 3 clusters Score -5086712 nChanged 19208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5097885.000000 Penalty: 5283.403320
	Iteration 1F: 3 clusters Score -5097885 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5099041.000000 Penalty: 5283.403320
	Iteration 2F: 3 clusters Score -5099041 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5100241.500000 Penalty: 5283.403320
	Iteration 3F: 3 clusters Score -5100242 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -5101658.000000 Penalty: 5283.403320
	Iteration 4F: 3 clusters Score -5101658 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5103220.500000 Penalty: 5283.403320
	Iteration 5F: 3 clusters Score -5103220 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5104955.000000 Penalty: 5283.403320
	Iteration 6F: 3 clusters Score -5104955 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5106531.500000 Penalty: 5283.403320
	Iteration 7F: 3 clusters Score -5106532 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -5107831.000000 Penalty: 5283.403320
	Iteration 8F: 3 clusters Score -5107831 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5108813.000000 Penalty: 5283.403320
	Iteration 9Q: 3 clusters Score -5108813 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5109475.500000 Penalty: 5283.403320
	Iteration 10Q: 3 clusters Score -5109476 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -5109870.500000 Penalty: 5283.403320
	Iteration 11Q: 3 clusters Score -5109870 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5110101.500000 Penalty: 5283.403320
	Iteration 12Q: 3 clusters Score -5110102 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -5110327.500000 Penalty: 5283.403320
	Iteration 13Q: 3 clusters Score -5110328 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5110478.500000 Penalty: 5283.403320
	Iteration 14Q: 3 clusters Score -5110478 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5110609.500000 Penalty: 5283.403320
	Iteration 15Q: 3 clusters Score -5110610 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5110746.000000 Penalty: 5283.403320
	Iteration 16Q: 3 clusters Score -5110746 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5110855.500000 Penalty: 5283.403320
	Iteration 17Q: 3 clusters Score -5110856 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5111007.000000 Penalty: 5283.403320
	Iteration 18Q: 3 clusters Score -5111007 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5111115.000000 Penalty: 5283.403320
	Iteration 19Q: 3 clusters Score -5111115 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -5111206.500000 Penalty: 5283.403320
	Iteration 20F: 3 clusters Score -5111206 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5111297 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5111357.500000 Penalty: 5283.403320
	Iteration 22Q: 3 clusters Score -5111358 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -5111389.000000 Penalty: 5283.403320
	Iteration 23Q: 3 clusters Score -5111389 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -5111421.500000 Penalty: 5283.403320
	Iteration 24Q: 3 clusters Score -5111422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5111496.500000 Penalty: 5283.403320
	Iteration 25Q: 3 clusters Score -5111496 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5111530.500000 Penalty: 5283.403320
	Iteration 26Q: 3 clusters Score -5111530 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5111552.000000 Penalty: 5283.403320
	Iteration 27Q: 3 clusters Score -5111552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5111587 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5111615.000000 Penalty: 5283.403320
	Iteration 29Q: 3 clusters Score -5111615 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5111632.500000 Penalty: 5283.403320
	Iteration 30Q: 3 clusters Score -5111632 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5111673.000000 Penalty: 5283.403320
	Iteration 31Q: 3 clusters Score -5111673 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5111704.500000 Penalty: 5283.403320
	Iteration 32Q: 3 clusters Score -5111704 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -5111735.000000 Penalty: 5283.403320
	Iteration 33Q: 3 clusters Score -5111735 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -5111755.500000 Penalty: 5283.403320
	Iteration 34Q: 3 clusters Score -5111756 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -5111761.000000 Penalty: 5283.403320
	Iteration 35Q: 3 clusters Score -5111761 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5111783.000000 Penalty: 5283.403320
	Iteration 36Q: 3 clusters Score -5111783 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -5111800.000000 Penalty: 5283.403320
	Iteration 37Q: 3 clusters Score -5111800 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5111820.500000 Penalty: 5283.403320
	Iteration 38Q: 3 clusters Score -5111820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5111855 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -5111891.500000 Penalty: 5283.403320
	Iteration 40F: 3 clusters Score -5111892 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5111923.500000 Penalty: 5283.403320
	Iteration 41Q: 3 clusters Score -5111924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -5111969.000000 Penalty: 5283.403320
	Iteration 42Q: 3 clusters Score -5111969 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -5111996.500000 Penalty: 5283.403320
	Iteration 43Q: 3 clusters Score -5111996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -5112021.500000 Penalty: 5283.403320
	Iteration 44Q: 3 clusters Score -5112022 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5112064.500000 Penalty: 5283.403320
	Iteration 45Q: 3 clusters Score -5112064 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5112077.000000 Penalty: 5283.403320
	Iteration 46Q: 3 clusters Score -5112077 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -5112124.000000 Penalty: 5283.403320
	Iteration 47Q: 3 clusters Score -5112124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5112146.000000 Penalty: 5283.403320
	Iteration 48Q: 3 clusters Score -5112146 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5112184.500000 Penalty: 5283.403320
	Iteration 49Q: 3 clusters Score -5112184 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -5112198.000000 Penalty: 5283.403320
	Iteration 50Q: 3 clusters Score -5112198 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -5112214.000000 Penalty: 5283.403320
	Iteration 51Q: 3 clusters Score -5112214 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -5112275.500000 Penalty: 5283.403320
	Iteration 52Q: 3 clusters Score -5112276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5112316.500000 Penalty: 5283.403320
	Iteration 53Q: 3 clusters Score -5112316 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -5112384.000000 Penalty: 5283.403320
	Iteration 54Q: 3 clusters Score -5112384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5112419.500000 Penalty: 5283.403320
	Iteration 55Q: 3 clusters Score -5112420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -5112460.000000 Penalty: 5283.403320
	Iteration 56Q: 3 clusters Score -5112460 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -5112498.500000 Penalty: 5283.403320
	Iteration 57Q: 3 clusters Score -5112498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -5112527.500000 Penalty: 5283.403320
	Iteration 58Q: 3 clusters Score -5112528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5112578.000000 Penalty: 5283.403320
	Iteration 59Q: 3 clusters Score -5112578 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5112597.000000 Penalty: 5283.403320
	Iteration 60F: 3 clusters Score -5112597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5112609.000000 Penalty: 5283.403320
	Iteration 61Q: 3 clusters Score -5112609 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5112639.000000 Penalty: 5283.403320
	Iteration 62Q: 3 clusters Score -5112639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -5112657.500000 Penalty: 5283.403320
	Iteration 63Q: 3 clusters Score -5112658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -5112691.500000 Penalty: 5283.403320
	Iteration 64Q: 3 clusters Score -5112692 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -5112719.500000 Penalty: 5283.403320
	Iteration 65Q: 3 clusters Score -5112720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -5112733.000000 Penalty: 5283.403320
	Iteration 66Q: 3 clusters Score -5112733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5112743.000000 Penalty: 5283.403320
	Iteration 67Q: 3 clusters Score -5112743 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -5112742.500000 Penalty: 5283.403320
	Iteration 68Q: 3 clusters Score -5112742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -5112757.500000 Penalty: 5283.403320
	Iteration 69Q: 3 clusters Score -5112758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -5112765.000000 Penalty: 5283.403320
	Iteration 70Q: 3 clusters Score -5112765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -5112767.500000 Penalty: 5283.403320
	Iteration 71Q: 3 clusters Score -5112768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -5112776.000000 Penalty: 5283.403320
	Iteration 72Q: 3 clusters Score -5112776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -5112766.500000 Penalty: 5283.403320
	Iteration 73Q: 3 clusters Score -5112766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -5112771.500000 Penalty: 5283.403320
	Iteration 74Q: 3 clusters Score -5112772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -5112760.500000 Penalty: 5283.403320
	Iteration 75Q: 3 clusters Score -5112760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5112754.500000 Penalty: 5283.403320
	Iteration 76Q: 3 clusters Score -5112754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -5112759.500000 Penalty: 5283.403320
	Iteration 77Q: 3 clusters Score -5112760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5112758.000000 Penalty: 5283.403320
	Iteration 78Q: 3 clusters Score -5112758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -5112763.000000 Penalty: 5283.403320
	Iteration 79Q: 3 clusters Score -5112763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5112771.500000 Penalty: 5283.403320
	Iteration 80F: 3 clusters Score -5112772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5112768.500000 Penalty: 5283.403320
	Iteration 81Q: 3 clusters Score -5112768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -5112767.500000 Penalty: 5283.403320
	Iteration 82Q: 3 clusters Score -5112768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5112766.500000 Penalty: 5283.403320
	Iteration 83Q: 3 clusters Score -5112766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5112765.000000 Penalty: 5283.403320
	Iteration 84Q: 3 clusters Score -5112765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5112776.500000 Penalty: 5283.403320
	Iteration 85Q: 3 clusters Score -5112776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -5112771.500000 Penalty: 5283.403320
	Iteration 86Q: 3 clusters Score -5112772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -5112773.500000 Penalty: 5283.403320
	Iteration 87Q: 3 clusters Score -5112774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5112779.500000 Penalty: 5283.403320
	Iteration 88Q: 3 clusters Score -5112780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5112784.000000 Penalty: 5283.403320
	Iteration 89Q: 3 clusters Score -5112784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5112786.500000 Penalty: 5283.403320
	Iteration 90Q: 3 clusters Score -5112786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5112787.000000 Penalty: 5283.403320
	Iteration 91Q: 3 clusters Score -5112787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -5112790.000000 Penalty: 5283.403320
	Iteration 92Q: 3 clusters Score -5112790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5112791.500000 Penalty: 5283.403320
	Iteration 93Q: 3 clusters Score -5112792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -5112781.000000 Penalty: 5283.403320
	Iteration 94Q: 3 clusters Score -5112781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5112790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -5112793.500000 Penalty: 5283.403320
	Iteration 96Q: 3 clusters Score -5112794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5112786.500000 Penalty: 5283.403320
	Iteration 97Q: 3 clusters Score -5112786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5112790.500000 Penalty: 5283.403320
	Iteration 98Q: 3 clusters Score -5112790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5112783.500000 Penalty: 5283.403320
	Iteration 99Q: 3 clusters Score -5112784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -5112792.000000 Penalty: 5283.403320
	Iteration 100F: 3 clusters Score -5112792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -5112786.500000 Penalty: 5283.403320
	Iteration 101Q: 3 clusters Score -5112786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -5112796.500000 Penalty: 5283.403320
	Iteration 102Q: 3 clusters Score -5112796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
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Entering Unmasked Estep 
Score: -5112798.500000 Penalty: 5283.403320
	Iteration 103Q: 3 clusters Score -5112798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5112792.000000 Penalty: 5283.403320
	Iteration 104Q: 3 clusters Score -5112792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -5112793.500000 Penalty: 5283.403320
	Iteration 105Q: 3 clusters Score -5112794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -5112796.500000 Penalty: 5283.403320
	Iteration 106Q: 3 clusters Score -5112796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -5112792.500000 Penalty: 5283.403320
	Iteration 107Q: 3 clusters Score -5112792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5112799.000000 Penalty: 5283.403320
	Iteration 108Q: 3 clusters Score -5112799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -5112798.500000 Penalty: 5283.403320
	Iteration 109Q: 3 clusters Score -5112798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -5112799.500000 Penalty: 5283.403320
	Iteration 110Q: 3 clusters Score -5112800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -5112797.000000 Penalty: 5283.403320
	Iteration 111Q: 3 clusters Score -5112797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5112796.500000 Penalty: 5283.403320
	Iteration 112Q: 3 clusters Score -5112796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5112800.500000 Penalty: 5283.403320
	Iteration 113Q: 3 clusters Score -5112800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5112804.500000 Penalty: 5283.403320
	Iteration 114Q: 3 clusters Score -5112804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -5112806.000000 Penalty: 5283.403320
	Iteration 115Q: 3 clusters Score -5112806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -5112808.500000 Penalty: 5283.403320
	Iteration 116Q: 3 clusters Score -5112808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5112807.000000 Penalty: 5283.403320
	Iteration 117Q: 3 clusters Score -5112807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5112803.000000 Penalty: 5283.403320
	Iteration 118Q: 3 clusters Score -5112803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5112801.000000 Penalty: 5283.403320
	Iteration 119Q: 3 clusters Score -5112801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -5112810.000000 Penalty: 5283.403320
	Iteration 120F: 3 clusters Score -5112810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5112812.000000 Penalty: 5283.403320
	Iteration 121Q: 3 clusters Score -5112812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5112807.000000 Penalty: 5283.403320
	Iteration 122Q: 3 clusters Score -5112807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5112805.000000 Penalty: 5283.403320
	Iteration 123Q: 3 clusters Score -5112805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -5112813.500000 Penalty: 5283.403320
	Iteration 124Q: 3 clusters Score -5112814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5112815.000000 Penalty: 5283.403320
	Iteration 125Q: 3 clusters Score -5112815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -5112816.500000 Penalty: 5283.403320
	Iteration 126Q: 3 clusters Score -5112816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -5112806.000000 Penalty: 5283.403320
	Iteration 127Q: 3 clusters Score -5112806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -5112814.500000 Penalty: 5283.403320
	Iteration 128Q: 3 clusters Score -5112814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5112818.500000 Penalty: 5283.403320
	Iteration 129Q: 3 clusters Score -5112818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5112818.500000 Penalty: 5283.403320
	Iteration 130Q: 3 clusters Score -5112818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5112814.500000 Penalty: 5283.403320
	Iteration 131Q: 3 clusters Score -5112814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5112812.500000 Penalty: 5283.403320
	Iteration 132Q: 3 clusters Score -5112812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -5112818.500000 Penalty: 5283.403320
	Iteration 133Q: 3 clusters Score -5112818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5112816.000000 Penalty: 5283.403320
	Iteration 134Q: 3 clusters Score -5112816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5112823.500000 Penalty: 5283.403320
	Iteration 135Q: 3 clusters Score -5112824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -5112827.000000 Penalty: 5283.403320
	Iteration 136Q: 3 clusters Score -5112827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -5112826.000000 Penalty: 5283.403320
	Iteration 137Q: 3 clusters Score -5112826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5112825.500000 Penalty: 5283.403320
	Iteration 138Q: 3 clusters Score -5112826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5112832.500000 Penalty: 5283.403320
	Iteration 139Q: 3 clusters Score -5112832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5112826.500000 Penalty: 5283.403320
	Iteration 140F: 3 clusters Score -5112826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5112827.500000 Penalty: 5283.403320
	Iteration 141Q: 3 clusters Score -5112828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5112826.500000 Penalty: 5283.403320
	Iteration 142Q: 3 clusters Score -5112826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -5112827.000000 Penalty: 5283.403320
	Iteration 143Q: 3 clusters Score -5112827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5112836.500000 Penalty: 5283.403320
	Iteration 144Q: 3 clusters Score -5112836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -5112840.000000 Penalty: 5283.403320
	Iteration 145Q: 3 clusters Score -5112840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -5112840.500000 Penalty: 5283.403320
	Iteration 146Q: 3 clusters Score -5112840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5112838.000000 Penalty: 5283.403320
	Iteration 147Q: 3 clusters Score -5112838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -5112841.500000 Penalty: 5283.403320
	Iteration 148Q: 3 clusters Score -5112842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5112839.000000 Penalty: 5283.403320
	Iteration 149Q: 3 clusters Score -5112839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -5112844.000000 Penalty: 5283.403320
	Iteration 150Q: 3 clusters Score -5112844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -5112844.500000 Penalty: 5283.403320
	Iteration 151Q: 3 clusters Score -5112844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -5112843.500000 Penalty: 5283.403320
	Iteration 152Q: 3 clusters Score -5112844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5112844.000000 Penalty: 5283.403320
	Iteration 153Q: 3 clusters Score -5112844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -5112845.500000 Penalty: 5283.403320
	Iteration 154Q: 3 clusters Score -5112846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -5112847.500000 Penalty: 5283.403320
	Iteration 155Q: 3 clusters Score -5112848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5112846.000000 Penalty: 5283.403320
	Iteration 156Q: 3 clusters Score -5112846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -5112844.500000 Penalty: 5283.403320
	Iteration 157Q: 3 clusters Score -5112844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5112847.500000 Penalty: 5283.403320
	Iteration 158Q: 3 clusters Score -5112848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5112850.000000 Penalty: 5283.403320
	Iteration 159Q: 3 clusters Score -5112850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5112852.500000 Penalty: 5283.403320
	Iteration 160F: 3 clusters Score -5112852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -5112854.500000 Penalty: 5283.403320
	Iteration 161Q: 3 clusters Score -5112854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5112855.000000 Penalty: 5283.403320
	Iteration 162Q: 3 clusters Score -5112855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5112854.000000 Penalty: 5283.403320
	Iteration 163Q: 3 clusters Score -5112854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5112854.500000 Penalty: 5283.403320
	Iteration 164Q: 3 clusters Score -5112854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -5112850.500000 Penalty: 5283.403320
	Iteration 165Q: 3 clusters Score -5112850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -5112847.000000 Penalty: 5283.403320
	Iteration 166Q: 3 clusters Score -5112847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -5112842.000000 Penalty: 5283.403320
	Iteration 167Q: 3 clusters Score -5112842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5112843.500000 Penalty: 5283.403320
	Iteration 168Q: 3 clusters Score -5112844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5112842.500000 Penalty: 5283.403320
	Iteration 169Q: 3 clusters Score -5112842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5112842.500000 Penalty: 5283.403320
	Iteration 170F: 3 clusters Score -5112842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -1009991.562500 Penalty: 2224.257080
	Iteration 0F: 2 clusters Score -1009992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1003703.500000 Penalty: 4448.514160
	Iteration 0F: 3 clusters Score -1003704 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1005421.125000 Penalty: 4448.514160
	Iteration 1F: 3 clusters Score -1005421 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1005694.687500 Penalty: 4448.514160
	Iteration 2F: 3 clusters Score -1005695 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1005892.937500 Penalty: 4448.514160
	Iteration 3F: 3 clusters Score -1005893 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1006029.937500 Penalty: 4448.514160
	Iteration 4Q: 3 clusters Score -1006030 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1006131.000000 Penalty: 4448.514160
	Iteration 5Q: 3 clusters Score -1006131 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1006215.562500 Penalty: 4448.514160
	Iteration 6Q: 3 clusters Score -1006216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1006289.562500 Penalty: 4448.514160
	Iteration 7Q: 3 clusters Score -1006290 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1006352.750000 Penalty: 4448.514160
	Iteration 8Q: 3 clusters Score -1006353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1006415.625000 Penalty: 4448.514160
	Iteration 9Q: 3 clusters Score -1006416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1006485.437500 Penalty: 4448.514160
	Iteration 10Q: 3 clusters Score -1006485 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1006553.250000 Penalty: 4448.514160
	Iteration 11Q: 3 clusters Score -1006553 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1006620.312500 Penalty: 4448.514160
	Iteration 12Q: 3 clusters Score -1006620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1006685.625000 Penalty: 4448.514160
	Iteration 13Q: 3 clusters Score -1006686 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1006757.312500 Penalty: 4448.514160
	Iteration 14Q: 3 clusters Score -1006757 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1006819.375000 Penalty: 4448.514160
	Iteration 15Q: 3 clusters Score -1006819 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1006869.062500 Penalty: 4448.514160
	Iteration 16Q: 3 clusters Score -1006869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1006919.187500 Penalty: 4448.514160
	Iteration 17Q: 3 clusters Score -1006919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1006984.437500 Penalty: 4448.514160
	Iteration 18Q: 3 clusters Score -1006984 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1007049.250000 Penalty: 4448.514160
	Iteration 19Q: 3 clusters Score -1007049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1007101.000000 Penalty: 4448.514160
	Iteration 20F: 3 clusters Score -1007101 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1007150.250000 Penalty: 4448.514160
	Iteration 21Q: 3 clusters Score -1007150 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1007187.375000 Penalty: 4448.514160
	Iteration 22Q: 3 clusters Score -1007187 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1007229.937500 Penalty: 4448.514160
	Iteration 23Q: 3 clusters Score -1007230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1007265.000000 Penalty: 4448.514160
	Iteration 24Q: 3 clusters Score -1007265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1007289.812500 Penalty: 4448.514160
	Iteration 25Q: 3 clusters Score -1007290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1007317.125000 Penalty: 4448.514160
	Iteration 26Q: 3 clusters Score -1007317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1007342.000000 Penalty: 4448.514160
	Iteration 27Q: 3 clusters Score -1007342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1007372.625000 Penalty: 4448.514160
	Iteration 28Q: 3 clusters Score -1007373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1007397.937500 Penalty: 4448.514160
	Iteration 29Q: 3 clusters Score -1007398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1007436.062500 Penalty: 4448.514160
	Iteration 30Q: 3 clusters Score -1007436 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1007470.250000 Penalty: 4448.514160
	Iteration 31Q: 3 clusters Score -1007470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1007502.437500 Penalty: 4448.514160
	Iteration 32Q: 3 clusters Score -1007502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1007538.125000 Penalty: 4448.514160
	Iteration 33Q: 3 clusters Score -1007538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1007563.875000 Penalty: 4448.514160
	Iteration 34Q: 3 clusters Score -1007564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1007592.375000 Penalty: 4448.514160
	Iteration 35Q: 3 clusters Score -1007592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1007615.812500 Penalty: 4448.514160
	Iteration 36Q: 3 clusters Score -1007616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1007641.125000 Penalty: 4448.514160
	Iteration 37Q: 3 clusters Score -1007641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1007664.375000 Penalty: 4448.514160
	Iteration 38Q: 3 clusters Score -1007664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1007689.062500 Penalty: 4448.514160
	Iteration 39Q: 3 clusters Score -1007689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1007705.875000 Penalty: 4448.514160
	Iteration 40F: 3 clusters Score -1007706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1007732.187500 Penalty: 4448.514160
	Iteration 41Q: 3 clusters Score -1007732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1007753.000000 Penalty: 4448.514160
	Iteration 42Q: 3 clusters Score -1007753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1007775.937500 Penalty: 4448.514160
	Iteration 43Q: 3 clusters Score -1007776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1007799.937500 Penalty: 4448.514160
	Iteration 44Q: 3 clusters Score -1007800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1007813.000000 Penalty: 4448.514160
	Iteration 45Q: 3 clusters Score -1007813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1007827.312500 Penalty: 4448.514160
	Iteration 46Q: 3 clusters Score -1007827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1007839.812500 Penalty: 4448.514160
	Iteration 47Q: 3 clusters Score -1007840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1007858.125000 Penalty: 4448.514160
	Iteration 48Q: 3 clusters Score -1007858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1007871.062500 Penalty: 4448.514160
	Iteration 49Q: 3 clusters Score -1007871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1007887.437500 Penalty: 4448.514160
	Iteration 50Q: 3 clusters Score -1007887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1007899.062500 Penalty: 4448.514160
	Iteration 51Q: 3 clusters Score -1007899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1007914.125000 Penalty: 4448.514160
	Iteration 52Q: 3 clusters Score -1007914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1007931.562500 Penalty: 4448.514160
	Iteration 53Q: 3 clusters Score -1007932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1007953.062500 Penalty: 4448.514160
	Iteration 54Q: 3 clusters Score -1007953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1007975.562500 Penalty: 4448.514160
	Iteration 55Q: 3 clusters Score -1007976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1007994.937500 Penalty: 4448.514160
	Iteration 56Q: 3 clusters Score -1007995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1008009.000000 Penalty: 4448.514160
	Iteration 57Q: 3 clusters Score -1008009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1008019.812500 Penalty: 4448.514160
	Iteration 58Q: 3 clusters Score -1008020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1008026.875000 Penalty: 4448.514160
	Iteration 59Q: 3 clusters Score -1008027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1008033.062500 Penalty: 4448.514160
	Iteration 60F: 3 clusters Score -1008033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1008042.000000 Penalty: 4448.514160
	Iteration 61Q: 3 clusters Score -1008042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1008057.250000 Penalty: 4448.514160
	Iteration 62Q: 3 clusters Score -1008057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1008065.062500 Penalty: 4448.514160
	Iteration 63Q: 3 clusters Score -1008065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1008075.875000 Penalty: 4448.514160
	Iteration 64Q: 3 clusters Score -1008076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1008081.562500 Penalty: 4448.514160
	Iteration 65Q: 3 clusters Score -1008082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1008087.375000 Penalty: 4448.514160
	Iteration 66Q: 3 clusters Score -1008087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1008091.812500 Penalty: 4448.514160
	Iteration 67Q: 3 clusters Score -1008092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1008098.187500 Penalty: 4448.514160
	Iteration 68Q: 3 clusters Score -1008098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1008101.687500 Penalty: 4448.514160
	Iteration 69Q: 3 clusters Score -1008102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1008109.312500 Penalty: 4448.514160
	Iteration 70Q: 3 clusters Score -1008109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1008112.187500 Penalty: 4448.514160
	Iteration 71Q: 3 clusters Score -1008112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1008115.500000 Penalty: 4448.514160
	Iteration 72Q: 3 clusters Score -1008116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1008121.812500 Penalty: 4448.514160
	Iteration 73Q: 3 clusters Score -1008122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1008125.750000 Penalty: 4448.514160
	Iteration 74Q: 3 clusters Score -1008126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1008129.000000 Penalty: 4448.514160
	Iteration 75Q: 3 clusters Score -1008129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1008129.125000 Penalty: 4448.514160
	Iteration 76Q: 3 clusters Score -1008129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1008133.937500 Penalty: 4448.514160
	Iteration 77Q: 3 clusters Score -1008134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1008135.937500 Penalty: 4448.514160
	Iteration 78Q: 3 clusters Score -1008136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1008138.500000 Penalty: 4448.514160
	Iteration 79Q: 3 clusters Score -1008138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1008140.125000 Penalty: 4448.514160
	Iteration 80F: 3 clusters Score -1008140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1008144.750000 Penalty: 4448.514160
	Iteration 81Q: 3 clusters Score -1008145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1008145.000000 Penalty: 4448.514160
	Iteration 82Q: 3 clusters Score -1008145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1008148.125000 Penalty: 4448.514160
	Iteration 83Q: 3 clusters Score -1008148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1008151.562500 Penalty: 4448.514160
	Iteration 84Q: 3 clusters Score -1008152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1008155.625000 Penalty: 4448.514160
	Iteration 85Q: 3 clusters Score -1008156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1008160.062500 Penalty: 4448.514160
	Iteration 86Q: 3 clusters Score -1008160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1008163.250000 Penalty: 4448.514160
	Iteration 87Q: 3 clusters Score -1008163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1008162.750000 Penalty: 4448.514160
	Iteration 88Q: 3 clusters Score -1008163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1008167.875000 Penalty: 4448.514160
	Iteration 89Q: 3 clusters Score -1008168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1008172.437500 Penalty: 4448.514160
	Iteration 90Q: 3 clusters Score -1008172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1008173.750000 Penalty: 4448.514160
	Iteration 91Q: 3 clusters Score -1008174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1008175.750000 Penalty: 4448.514160
	Iteration 92Q: 3 clusters Score -1008176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1008177.750000 Penalty: 4448.514160
	Iteration 93Q: 3 clusters Score -1008178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1008180.187500 Penalty: 4448.514160
	Iteration 94Q: 3 clusters Score -1008180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1008187.875000 Penalty: 4448.514160
	Iteration 95Q: 3 clusters Score -1008188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1008194.687500 Penalty: 4448.514160
	Iteration 96Q: 3 clusters Score -1008195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1008200.375000 Penalty: 4448.514160
	Iteration 97Q: 3 clusters Score -1008200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1008204.750000 Penalty: 4448.514160
	Iteration 98Q: 3 clusters Score -1008205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1008211.625000 Penalty: 4448.514160
	Iteration 99Q: 3 clusters Score -1008212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1008219.562500 Penalty: 4448.514160
	Iteration 100F: 3 clusters Score -1008220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1008228.812500 Penalty: 4448.514160
	Iteration 101Q: 3 clusters Score -1008229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1008237.875000 Penalty: 4448.514160
	Iteration 102Q: 3 clusters Score -1008238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1008255.312500 Penalty: 4448.514160
	Iteration 103Q: 3 clusters Score -1008255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1008269.750000 Penalty: 4448.514160
	Iteration 104Q: 3 clusters Score -1008270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1008280.562500 Penalty: 4448.514160
	Iteration 105Q: 3 clusters Score -1008281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1008290.750000 Penalty: 4448.514160
	Iteration 106Q: 3 clusters Score -1008291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1008305.437500 Penalty: 4448.514160
	Iteration 107Q: 3 clusters Score -1008305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1008324.375000 Penalty: 4448.514160
	Iteration 108Q: 3 clusters Score -1008324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1008333.625000 Penalty: 4448.514160
	Iteration 109Q: 3 clusters Score -1008334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1008342.125000 Penalty: 4448.514160
	Iteration 110Q: 3 clusters Score -1008342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1008347.687500 Penalty: 4448.514160
	Iteration 111Q: 3 clusters Score -1008348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1008349.625000 Penalty: 4448.514160
	Iteration 112Q: 3 clusters Score -1008350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1008353.187500 Penalty: 4448.514160
	Iteration 113Q: 3 clusters Score -1008353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1008356.187500 Penalty: 4448.514160
	Iteration 114Q: 3 clusters Score -1008356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1008356.062500 Penalty: 4448.514160
	Iteration 115Q: 3 clusters Score -1008356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1008359.750000 Penalty: 4448.514160
	Iteration 116Q: 3 clusters Score -1008360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1008363.687500 Penalty: 4448.514160
	Iteration 117Q: 3 clusters Score -1008364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1008366.500000 Penalty: 4448.514160
	Iteration 118Q: 3 clusters Score -1008366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1008368.437500 Penalty: 4448.514160
	Iteration 119Q: 3 clusters Score -1008368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1008370.312500 Penalty: 4448.514160
	Iteration 120F: 3 clusters Score -1008370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1008374.187500 Penalty: 4448.514160
	Iteration 121Q: 3 clusters Score -1008374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1008379.250000 Penalty: 4448.514160
	Iteration 122Q: 3 clusters Score -1008379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1008378.687500 Penalty: 4448.514160
	Iteration 123Q: 3 clusters Score -1008379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1008379.250000 Penalty: 4448.514160
	Iteration 124Q: 3 clusters Score -1008379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1008378.500000 Penalty: 4448.514160
	Iteration 125Q: 3 clusters Score -1008378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1008379.437500 Penalty: 4448.514160
	Iteration 126Q: 3 clusters Score -1008379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1008380.875000 Penalty: 4448.514160
	Iteration 127Q: 3 clusters Score -1008381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1008381.937500 Penalty: 4448.514160
	Iteration 128Q: 3 clusters Score -1008382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1008383.875000 Penalty: 4448.514160
	Iteration 129Q: 3 clusters Score -1008384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1008382.625000 Penalty: 4448.514160
	Iteration 130Q: 3 clusters Score -1008383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1008383.375000 Penalty: 4448.514160
	Iteration 131Q: 3 clusters Score -1008383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1008383.375000 Penalty: 4448.514160
	Iteration 132Q: 3 clusters Score -1008383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1008383.375000 Penalty: 4448.514160
	Iteration 133F: 3 clusters Score -1008383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Entering Unmasked Estep 
Score: -2101163.500000 Penalty: 2420.442139
	Iteration 0F: 2 clusters Score -2101164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2088657.750000 Penalty: 4840.884277
	Iteration 0F: 3 clusters Score -2088658 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2093094.125000 Penalty: 4840.884277
	Iteration 1F: 3 clusters Score -2093094 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2093997.250000 Penalty: 4840.884277
	Iteration 2F: 3 clusters Score -2093997 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2095159.625000 Penalty: 4840.884277
	Iteration 3F: 3 clusters Score -2095160 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2096439.750000 Penalty: 4840.884277
	Iteration 4F: 3 clusters Score -2096440 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2097613.500000 Penalty: 4840.884277
	Iteration 5F: 3 clusters Score -2097614 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2098389.250000 Penalty: 4840.884277
	Iteration 6F: 3 clusters Score -2098389 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2098896.000000 Penalty: 4840.884277
	Iteration 7Q: 3 clusters Score -2098896 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2099217.000000 Penalty: 4840.884277
	Iteration 8Q: 3 clusters Score -2099217 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2099429.250000 Penalty: 4840.884277
	Iteration 9Q: 3 clusters Score -2099429 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2099563.500000 Penalty: 4840.884277
	Iteration 10Q: 3 clusters Score -2099564 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2099628.000000 Penalty: 4840.884277
	Iteration 11Q: 3 clusters Score -2099628 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2099673.250000 Penalty: 4840.884277
	Iteration 12Q: 3 clusters Score -2099673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2099695.500000 Penalty: 4840.884277
	Iteration 13Q: 3 clusters Score -2099696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2099709.500000 Penalty: 4840.884277
	Iteration 14Q: 3 clusters Score -2099710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2099721.000000 Penalty: 4840.884277
	Iteration 15Q: 3 clusters Score -2099721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2099730.250000 Penalty: 4840.884277
	Iteration 16Q: 3 clusters Score -2099730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2099741.500000 Penalty: 4840.884277
	Iteration 17Q: 3 clusters Score -2099742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2099745.250000 Penalty: 4840.884277
	Iteration 18Q: 3 clusters Score -2099745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2099753.250000 Penalty: 4840.884277
	Iteration 19Q: 3 clusters Score -2099753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2099755.750000 Penalty: 4840.884277
	Iteration 20F: 3 clusters Score -2099756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2099760.000000 Penalty: 4840.884277
	Iteration 21Q: 3 clusters Score -2099760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2099758.500000 Penalty: 4840.884277
	Iteration 22Q: 3 clusters Score -2099758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2099767.500000 Penalty: 4840.884277
	Iteration 23Q: 3 clusters Score -2099768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2099771.000000 Penalty: 4840.884277
	Iteration 24Q: 3 clusters Score -2099771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2099775.500000 Penalty: 4840.884277
	Iteration 25Q: 3 clusters Score -2099776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2099774.250000 Penalty: 4840.884277
	Iteration 26Q: 3 clusters Score -2099774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2099778.000000 Penalty: 4840.884277
	Iteration 27Q: 3 clusters Score -2099778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2099777.250000 Penalty: 4840.884277
	Iteration 28Q: 3 clusters Score -2099777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2099777.250000 Penalty: 4840.884277
	Iteration 29Q: 3 clusters Score -2099777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2099775.250000 Penalty: 4840.884277
	Iteration 30Q: 3 clusters Score -2099775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2099784.000000 Penalty: 4840.884277
	Iteration 31Q: 3 clusters Score -2099784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2099789.500000 Penalty: 4840.884277
	Iteration 32Q: 3 clusters Score -2099790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2099792.750000 Penalty: 4840.884277
	Iteration 33Q: 3 clusters Score -2099793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2099794.500000 Penalty: 4840.884277
	Iteration 34Q: 3 clusters Score -2099794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2099790.250000 Penalty: 4840.884277
	Iteration 35Q: 3 clusters Score -2099790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2099793.500000 Penalty: 4840.884277
	Iteration 36Q: 3 clusters Score -2099794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2099791.750000 Penalty: 4840.884277
	Iteration 37Q: 3 clusters Score -2099792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2099791.500000 Penalty: 4840.884277
	Iteration 38Q: 3 clusters Score -2099792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2099794.000000 Penalty: 4840.884277
	Iteration 39Q: 3 clusters Score -2099794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2099792.750000 Penalty: 4840.884277
	Iteration 40F: 3 clusters Score -2099793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2099793.250000 Penalty: 4840.884277
	Iteration 41Q: 3 clusters Score -2099793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2099796.500000 Penalty: 4840.884277
	Iteration 42Q: 3 clusters Score -2099796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2099794.000000 Penalty: 4840.884277
	Iteration 43Q: 3 clusters Score -2099794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2099799.500000 Penalty: 4840.884277
	Iteration 44Q: 3 clusters Score -2099800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2099799.250000 Penalty: 4840.884277
	Iteration 45Q: 3 clusters Score -2099799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2099801.750000 Penalty: 4840.884277
	Iteration 46Q: 3 clusters Score -2099802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2099801.500000 Penalty: 4840.884277
	Iteration 47Q: 3 clusters Score -2099802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2099805.750000 Penalty: 4840.884277
	Iteration 48Q: 3 clusters Score -2099806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2099804.750000 Penalty: 4840.884277
	Iteration 49Q: 3 clusters Score -2099805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2099809.000000 Penalty: 4840.884277
	Iteration 50Q: 3 clusters Score -2099809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2099812.750000 Penalty: 4840.884277
	Iteration 51Q: 3 clusters Score -2099813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2099810.500000 Penalty: 4840.884277
	Iteration 52Q: 3 clusters Score -2099810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2099809.500000 Penalty: 4840.884277
	Iteration 53Q: 3 clusters Score -2099810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2099808.500000 Penalty: 4840.884277
	Iteration 54Q: 3 clusters Score -2099808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2099811.000000 Penalty: 4840.884277
	Iteration 55Q: 3 clusters Score -2099811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2099808.750000 Penalty: 4840.884277
	Iteration 56Q: 3 clusters Score -2099809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2099809.250000 Penalty: 4840.884277
	Iteration 57Q: 3 clusters Score -2099809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2099807.500000 Penalty: 4840.884277
	Iteration 58Q: 3 clusters Score -2099808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2099808.500000 Penalty: 4840.884277
	Iteration 59Q: 3 clusters Score -2099808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2099809.250000 Penalty: 4840.884277
	Iteration 60F: 3 clusters Score -2099809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2099809.750000 Penalty: 4840.884277
	Iteration 61Q: 3 clusters Score -2099810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2099805.250000 Penalty: 4840.884277
	Iteration 62Q: 3 clusters Score -2099805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2099803.000000 Penalty: 4840.884277
	Iteration 63Q: 3 clusters Score -2099803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2099805.250000 Penalty: 4840.884277
	Iteration 64Q: 3 clusters Score -2099805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2099807.250000 Penalty: 4840.884277
	Iteration 65Q: 3 clusters Score -2099807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2099803.500000 Penalty: 4840.884277
	Iteration 66Q: 3 clusters Score -2099804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2099807.500000 Penalty: 4840.884277
	Iteration 67Q: 3 clusters Score -2099808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2099810.250000 Penalty: 4840.884277
	Iteration 68Q: 3 clusters Score -2099810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2099810.250000 Penalty: 4840.884277
	Iteration 69F: 3 clusters Score -2099810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -664279.500000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664279.5 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -665437.687500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665437.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -665618.750000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665618.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -665719.750000 Penalty: 4250.236816
	Iteration 3Q: 3 clusters Score -665719.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -665792.250000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665792.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -665846.812500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -665846.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -665890.437500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -665890.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -665923.750000 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -665923.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -665946.500000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -665946.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -665969.062500 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -665969.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -665996.812500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -665996.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -666026.125000 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -666026.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -666054.375000 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -666054.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -666086.375000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -666086.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -666112.312500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -666112.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -666137.687500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -666137.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -666172.625000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -666172.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -666204.250000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -666204.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -666243.125000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -666243.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -666283.125000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -666283.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -666352.312500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -666352.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -666444.312500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -666444.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -666531.937500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -666531.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -666606.937500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -666606.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -666670.062500 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -666670.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -666743.875000 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -666743.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -666826.562500 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -666826.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -666913.000000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -666913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -667009.812500 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -667009.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -667125.187500 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -667125.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -667239.375000 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -667239.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -667325.312500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -667325.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -667375.750000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -667375.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -667418.250000 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -667418.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -667447.625000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -667447.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -667475.312500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -667475.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -667499.812500 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -667499.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -667524.062500 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -667524.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -667537.750000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -667537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -667548.000000 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -667548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -667559.625000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -667559.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -667569.562500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -667569.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -667578.375000 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -667578.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -667588.000000 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -667588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -667593.437500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -667593.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -667600.000000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -667600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -667609.312500 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -667609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -667614.312500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -667614.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -667623.750000 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -667623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -667633.312500 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -667633.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -667648.562500 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -667648.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -667672.187500 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -667672.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -667706.625000 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -667706.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -667729.062500 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -667729.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -667754.562500 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -667754.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -667779.062500 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -667779.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -667800.062500 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -667800.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -667814.750000 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -667814.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -667830.125000 Penalty: 4250.236816
	Iteration 58Q: 3 clusters Score -667830.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -667840.437500 Penalty: 4250.236816
	Iteration 59Q: 3 clusters Score -667840.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -667852.312500 Penalty: 4250.236816
	Iteration 60F: 3 clusters Score -667852.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -667859.875000 Penalty: 4250.236816
	Iteration 61Q: 3 clusters Score -667859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -667864.437500 Penalty: 4250.236816
	Iteration 62Q: 3 clusters Score -667864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -667865.562500 Penalty: 4250.236816
	Iteration 63Q: 3 clusters Score -667865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -667868.500000 Penalty: 4250.236816
	Iteration 64Q: 3 clusters Score -667868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -667871.750000 Penalty: 4250.236816
	Iteration 65Q: 3 clusters Score -667871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -667876.437500 Penalty: 4250.236816
	Iteration 66Q: 3 clusters Score -667876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -667879.187500 Penalty: 4250.236816
	Iteration 67Q: 3 clusters Score -667879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -667881.937500 Penalty: 4250.236816
	Iteration 68Q: 3 clusters Score -667881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -667884.500000 Penalty: 4250.236816
	Iteration 69Q: 3 clusters Score -667884.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -667888.750000 Penalty: 4250.236816
	Iteration 70Q: 3 clusters Score -667888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -667891.875000 Penalty: 4250.236816
	Iteration 71Q: 3 clusters Score -667891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -667891.375000 Penalty: 4250.236816
	Iteration 72Q: 3 clusters Score -667891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -667891.812500 Penalty: 4250.236816
	Iteration 73Q: 3 clusters Score -667891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -667893.437500 Penalty: 4250.236816
	Iteration 74Q: 3 clusters Score -667893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -667893.437500 Penalty: 4250.236816
	Iteration 75F: 3 clusters Score -667893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -161577.796875 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -161577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159381.671875 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -159381.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159998.234375 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -159998.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160379.765625 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -160379.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -160634.671875 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -160634.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160800.921875 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -160800.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160970.671875 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -160970.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161060.390625 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -161060.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161150.984375 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -161151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161211.281250 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -161211.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -161258.718750 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -161258.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161299.171875 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -161299.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161315.359375 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -161315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161334.453125 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -161334.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161348.937500 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -161348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161370.093750 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -161370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161400.921875 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -161400.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161436.484375 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -161436.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161492.546875 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -161492.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161584.015625 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -161584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161733.250000 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -161733.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161916.296875 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -161916.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162119.109375 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -162119.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162224.468750 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -162224.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -162330.734375 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -162330.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162403.734375 Penalty: 3576.932129
	Iteration 24Q: 3 clusters Score -162403.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -162454.281250 Penalty: 3576.932129
	Iteration 25Q: 3 clusters Score -162454.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162475.796875 Penalty: 3576.932129
	Iteration 26Q: 3 clusters Score -162475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162482.531250 Penalty: 3576.932129
	Iteration 27Q: 3 clusters Score -162482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162486.562500 Penalty: 3576.932129
	Iteration 28Q: 3 clusters Score -162486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -162488.250000 Penalty: 3576.932129
	Iteration 29Q: 3 clusters Score -162488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -162488.250000 Penalty: 3576.932129
	Iteration 30F: 3 clusters Score -162488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83244 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42278 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17324 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 570 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30460 members 
Mstep: Class 44 contains 785 members 
Entering Unmasked Estep 
Score: -111269904.000000 Penalty: 149391.406250
Splitting cluster 26 changes total score from -111270760.000000 to -111269904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (24184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Entering Unmasked Estep 
Score: -3130494.500000 Penalty: 2503.174805
	Iteration 0F: 2 clusters Score -3130494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3113679.750000 Penalty: 5006.349609
	Iteration 0F: 3 clusters Score -3113680 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3119569.750000 Penalty: 5006.349609
	Iteration 1F: 3 clusters Score -3119570 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3120193.250000 Penalty: 5006.349609
	Iteration 2F: 3 clusters Score -3120193 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3120787.500000 Penalty: 5006.349609
	Iteration 3F: 3 clusters Score -3120788 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3121335.250000 Penalty: 5006.349609
	Iteration 4F: 3 clusters Score -3121335 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3121926.000000 Penalty: 5006.349609
	Iteration 5Q: 3 clusters Score -3121926 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3122504.500000 Penalty: 5006.349609
	Iteration 6Q: 3 clusters Score -3122504 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3123065.000000 Penalty: 5006.349609
	Iteration 7Q: 3 clusters Score -3123065 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3123631.000000 Penalty: 5006.349609
	Iteration 8Q: 3 clusters Score -3123631 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3124132.250000 Penalty: 5006.349609
	Iteration 9Q: 3 clusters Score -3124132 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3124597.500000 Penalty: 5006.349609
	Iteration 10Q: 3 clusters Score -3124598 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3124953.500000 Penalty: 5006.349609
	Iteration 11Q: 3 clusters Score -3124954 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3125351.500000 Penalty: 5006.349609
	Iteration 12Q: 3 clusters Score -3125352 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3125974.750000 Penalty: 5006.349609
	Iteration 13Q: 3 clusters Score -3125975 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3127010.250000 Penalty: 5006.349609
	Iteration 14Q: 3 clusters Score -3127010 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3127484.250000 Penalty: 5006.349609
	Iteration 15Q: 3 clusters Score -3127484 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3127635.000000 Penalty: 5006.349609
	Iteration 16Q: 3 clusters Score -3127635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3127738.250000 Penalty: 5006.349609
	Iteration 17Q: 3 clusters Score -3127738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3127837.250000 Penalty: 5006.349609
	Iteration 18Q: 3 clusters Score -3127837 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3127898.500000 Penalty: 5006.349609
	Iteration 19Q: 3 clusters Score -3127898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3127926.000000 Penalty: 5006.349609
	Iteration 20F: 3 clusters Score -3127926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3127955.750000 Penalty: 5006.349609
	Iteration 21Q: 3 clusters Score -3127956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3127996.250000 Penalty: 5006.349609
	Iteration 22Q: 3 clusters Score -3127996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3128016.250000 Penalty: 5006.349609
	Iteration 23Q: 3 clusters Score -3128016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3128034.500000 Penalty: 5006.349609
	Iteration 24Q: 3 clusters Score -3128034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3128054.750000 Penalty: 5006.349609
	Iteration 25Q: 3 clusters Score -3128055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3128079.750000 Penalty: 5006.349609
	Iteration 26Q: 3 clusters Score -3128080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3128100.500000 Penalty: 5006.349609
	Iteration 27Q: 3 clusters Score -3128100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3128109.250000 Penalty: 5006.349609
	Iteration 28Q: 3 clusters Score -3128109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3128121.750000 Penalty: 5006.349609
	Iteration 29Q: 3 clusters Score -3128122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3128122.500000 Penalty: 5006.349609
	Iteration 30Q: 3 clusters Score -3128122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3128135.250000 Penalty: 5006.349609
	Iteration 31Q: 3 clusters Score -3128135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3128137.500000 Penalty: 5006.349609
	Iteration 32Q: 3 clusters Score -3128138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3128145.500000 Penalty: 5006.349609
	Iteration 33Q: 3 clusters Score -3128146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3128143.500000 Penalty: 5006.349609
	Iteration 34Q: 3 clusters Score -3128144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3128145.750000 Penalty: 5006.349609
	Iteration 35Q: 3 clusters Score -3128146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3128143.500000 Penalty: 5006.349609
	Iteration 36Q: 3 clusters Score -3128144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3128143.500000 Penalty: 5006.349609
	Iteration 37Q: 3 clusters Score -3128144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3128143.250000 Penalty: 5006.349609
	Iteration 38Q: 3 clusters Score -3128143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3128143.000000 Penalty: 5006.349609
	Iteration 39Q: 3 clusters Score -3128143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3128141.750000 Penalty: 5006.349609
	Iteration 40F: 3 clusters Score -3128142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3128146.000000 Penalty: 5006.349609
	Iteration 41Q: 3 clusters Score -3128146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3128146.750000 Penalty: 5006.349609
	Iteration 42Q: 3 clusters Score -3128147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3128154.750000 Penalty: 5006.349609
	Iteration 43Q: 3 clusters Score -3128155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3128152.250000 Penalty: 5006.349609
	Iteration 44Q: 3 clusters Score -3128152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3128152.250000 Penalty: 5006.349609
	Iteration 45F: 3 clusters Score -3128152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -558285.812500 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -558285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -553896.437500 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -553896.4 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -555078.687500 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -555078.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -555488.062500 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -555488.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -555814.562500 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -555814.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -556053.562500 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -556053.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -556282.125000 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -556282.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -556481.312500 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -556481.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -556671.125000 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -556671.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -556818.937500 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -556818.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -556905.187500 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -556905.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -556965.500000 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -556965.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -557023.125000 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -557023.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -557060.750000 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -557060.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -557089.000000 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -557089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -557113.687500 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -557113.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -557128.062500 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -557128.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -557131.250000 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -557131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -557137.437500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -557137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -557141.750000 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -557141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -557144.125000 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -557144.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -557151.875000 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -557151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -557161.500000 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -557161.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557166.125000 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -557166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -557168.625000 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -557168.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -557172.750000 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -557172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557174.687500 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -557174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -557175.312500 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -557175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557176.562500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -557176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557176.750000 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -557176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557176.750000 Penalty: 4205.209473
	Iteration 29F: 3 clusters Score -557176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117263 members 
Entering Unmasked Estep 
Score: -15318377.000000 Penalty: 2894.699219
	Iteration 0F: 2 clusters Score -1.531838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -15239933.000000 Penalty: 5789.398438
	Iteration 0F: 3 clusters Score -1.523993e+07 nChanged 55683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -15272207.000000 Penalty: 5789.398438
	Iteration 1F: 3 clusters Score -1.527221e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -15273646.000000 Penalty: 5789.398438
	Iteration 2Q: 3 clusters Score -1.527365e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -15275465.000000 Penalty: 5789.398438
	Iteration 3Q: 3 clusters Score -1.527546e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -15277921.000000 Penalty: 5789.398438
	Iteration 4Q: 3 clusters Score -1.527792e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -15280976.000000 Penalty: 5789.398438
	Iteration 5F: 3 clusters Score -1.528098e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -15284683.000000 Penalty: 5789.398438
	Iteration 6F: 3 clusters Score -1.528468e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -15288694.000000 Penalty: 5789.398438
	Iteration 7F: 3 clusters Score -1.528869e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -15292151.000000 Penalty: 5789.398438
	Iteration 8F: 3 clusters Score -1.529215e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -15295365.000000 Penalty: 5789.398438
	Iteration 9F: 3 clusters Score -1.529536e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -15298349.000000 Penalty: 5789.398438
	Iteration 10Q: 3 clusters Score -1.529835e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -15301458.000000 Penalty: 5789.398438
	Iteration 11Q: 3 clusters Score -1.530146e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -15304674.000000 Penalty: 5789.398438
	Iteration 12Q: 3 clusters Score -1.530467e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -15308058.000000 Penalty: 5789.398438
	Iteration 13Q: 3 clusters Score -1.530806e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -15311114.000000 Penalty: 5789.398438
	Iteration 14Q: 3 clusters Score -1.531111e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -15313257.000000 Penalty: 5789.398438
	Iteration 15Q: 3 clusters Score -1.531326e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114994 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -15314609.000000 Penalty: 5789.398438
	Iteration 16Q: 3 clusters Score -1.531461e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15315203.000000 Penalty: 5789.398438
	Iteration 17Q: 3 clusters Score -1.53152e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15315549.000000 Penalty: 5789.398438
	Iteration 18Q: 3 clusters Score -1.531555e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15315762.000000 Penalty: 5789.398438
	Iteration 19Q: 3 clusters Score -1.531576e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116542 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15315869.000000 Penalty: 5789.398438
	Iteration 20F: 3 clusters Score -1.531587e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116585 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15315926.000000 Penalty: 5789.398438
	Iteration 21Q: 3 clusters Score -1.531593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15315974.000000 Penalty: 5789.398438
	Iteration 22Q: 3 clusters Score -1.531597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116633 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15315997.000000 Penalty: 5789.398438
	Iteration 23Q: 3 clusters Score -1.5316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116654 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15316020.000000 Penalty: 5789.398438
	Iteration 24Q: 3 clusters Score -1.531602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15316032.000000 Penalty: 5789.398438
	Iteration 25Q: 3 clusters Score -1.531603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15316047.000000 Penalty: 5789.398438
	Iteration 26Q: 3 clusters Score -1.531605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15316055.000000 Penalty: 5789.398438
	Iteration 27Q: 3 clusters Score -1.531606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15316063.000000 Penalty: 5789.398438
	Iteration 28Q: 3 clusters Score -1.531606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15316087.000000 Penalty: 5789.398438
	Iteration 29Q: 3 clusters Score -1.531609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15316109.000000 Penalty: 5789.398438
	Iteration 30Q: 3 clusters Score -1.531611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15316103.000000 Penalty: 5789.398438
	Iteration 31Q: 3 clusters Score -1.53161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -15316111.000000 Penalty: 5789.398438
	Iteration 32Q: 3 clusters Score -1.531611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15316118.000000 Penalty: 5789.398438
	Iteration 33Q: 3 clusters Score -1.531612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15316113.000000 Penalty: 5789.398438
	Iteration 34Q: 3 clusters Score -1.531611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15316109.000000 Penalty: 5789.398438
	Iteration 35Q: 3 clusters Score -1.531611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15316109.000000 Penalty: 5789.398438
	Iteration 36F: 3 clusters Score -1.531611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Entering Unmasked Estep 
Score: -6176256.500000 Penalty: 2672.010742
	Iteration 0F: 2 clusters Score -6176256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -6144097.000000 Penalty: 5344.021484
	Iteration 0F: 3 clusters Score -6144097 nChanged 21988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -6156792.500000 Penalty: 5344.021484
	Iteration 1F: 3 clusters Score -6156792 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6158044.500000 Penalty: 5344.021484
	Iteration 2F: 3 clusters Score -6158044 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6160006.000000 Penalty: 5344.021484
	Iteration 3F: 3 clusters Score -6160006 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -6162668.000000 Penalty: 5344.021484
	Iteration 4F: 3 clusters Score -6162668 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -6165509.500000 Penalty: 5344.021484
	Iteration 5F: 3 clusters Score -6165510 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -6167631.500000 Penalty: 5344.021484
	Iteration 6F: 3 clusters Score -6167632 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -6169083.500000 Penalty: 5344.021484
	Iteration 7F: 3 clusters Score -6169084 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -6170019.500000 Penalty: 5344.021484
	Iteration 8Q: 3 clusters Score -6170020 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -6170695.500000 Penalty: 5344.021484
	Iteration 9Q: 3 clusters Score -6170696 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -6171306.000000 Penalty: 5344.021484
	Iteration 10Q: 3 clusters Score -6171306 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -6171819.500000 Penalty: 5344.021484
	Iteration 11Q: 3 clusters Score -6171820 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -6172337.000000 Penalty: 5344.021484
	Iteration 12Q: 3 clusters Score -6172337 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -6172874.000000 Penalty: 5344.021484
	Iteration 13Q: 3 clusters Score -6172874 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6173263.500000 Penalty: 5344.021484
	Iteration 14Q: 3 clusters Score -6173264 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6173627.500000 Penalty: 5344.021484
	Iteration 15Q: 3 clusters Score -6173628 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6173938.000000 Penalty: 5344.021484
	Iteration 16Q: 3 clusters Score -6173938 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6174153.000000 Penalty: 5344.021484
	Iteration 17Q: 3 clusters Score -6174153 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6174333.500000 Penalty: 5344.021484
	Iteration 18Q: 3 clusters Score -6174334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6174466.000000 Penalty: 5344.021484
	Iteration 19Q: 3 clusters Score -6174466 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6174573.000000 Penalty: 5344.021484
	Iteration 20F: 3 clusters Score -6174573 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6174671.000000 Penalty: 5344.021484
	Iteration 21Q: 3 clusters Score -6174671 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6174751.500000 Penalty: 5344.021484
	Iteration 22Q: 3 clusters Score -6174752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6174775.500000 Penalty: 5344.021484
	Iteration 23Q: 3 clusters Score -6174776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6174818.500000 Penalty: 5344.021484
	Iteration 24Q: 3 clusters Score -6174818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6174843.000000 Penalty: 5344.021484
	Iteration 25Q: 3 clusters Score -6174843 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6174868.500000 Penalty: 5344.021484
	Iteration 26Q: 3 clusters Score -6174868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6174866.000000 Penalty: 5344.021484
	Iteration 27Q: 3 clusters Score -6174866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6174875.500000 Penalty: 5344.021484
	Iteration 28Q: 3 clusters Score -6174876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6174891.500000 Penalty: 5344.021484
	Iteration 29Q: 3 clusters Score -6174892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6174902.000000 Penalty: 5344.021484
	Iteration 30Q: 3 clusters Score -6174902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6174897.500000 Penalty: 5344.021484
	Iteration 31Q: 3 clusters Score -6174898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6174906.500000 Penalty: 5344.021484
	Iteration 32Q: 3 clusters Score -6174906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6174921.500000 Penalty: 5344.021484
	Iteration 33Q: 3 clusters Score -6174922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6174918.500000 Penalty: 5344.021484
	Iteration 34Q: 3 clusters Score -6174918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6174923.500000 Penalty: 5344.021484
	Iteration 35Q: 3 clusters Score -6174924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6174920.000000 Penalty: 5344.021484
	Iteration 36Q: 3 clusters Score -6174920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6174927.000000 Penalty: 5344.021484
	Iteration 37Q: 3 clusters Score -6174927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6174932.500000 Penalty: 5344.021484
	Iteration 38Q: 3 clusters Score -6174932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6174927.500000 Penalty: 5344.021484
	Iteration 39Q: 3 clusters Score -6174928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6174929.500000 Penalty: 5344.021484
	Iteration 40F: 3 clusters Score -6174930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6174929.500000 Penalty: 5344.021484
	Iteration 41Q: 3 clusters Score -6174930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6174926.500000 Penalty: 5344.021484
	Iteration 42Q: 3 clusters Score -6174926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6174928.000000 Penalty: 5344.021484
	Iteration 43Q: 3 clusters Score -6174928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6174932.000000 Penalty: 5344.021484
	Iteration 44Q: 3 clusters Score -6174932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6174928.500000 Penalty: 5344.021484
	Iteration 45Q: 3 clusters Score -6174928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6174929.500000 Penalty: 5344.021484
	Iteration 46Q: 3 clusters Score -6174930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6174931.500000 Penalty: 5344.021484
	Iteration 47Q: 3 clusters Score -6174932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6174937.000000 Penalty: 5344.021484
	Iteration 48Q: 3 clusters Score -6174937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6174937.000000 Penalty: 5344.021484
	Iteration 49F: 3 clusters Score -6174937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -200130.625000 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -200130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197651.234375 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -197651.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198094.515625 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -198094.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -198217.484375 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -198217.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198270.375000 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -198270.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198314.625000 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -198314.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -198349.203125 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -198349.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -198375.843750 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -198375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -198394.031250 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -198394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -198415.312500 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -198415.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198430.796875 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -198430.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -198447.390625 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -198447.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -198471.984375 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -198472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198501.203125 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -198501.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -198531.031250 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -198531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -198553.265625 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -198553.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198568.546875 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -198568.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -198590.140625 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -198590.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198607.437500 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -198607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198618.062500 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -198618.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -198630.359375 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -198630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198637.062500 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -198637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198643.390625 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -198643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -198650.312500 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -198650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198655.578125 Penalty: 3693.795410
	Iteration 23Q: 3 clusters Score -198655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198661.390625 Penalty: 3693.795410
	Iteration 24Q: 3 clusters Score -198661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198665.671875 Penalty: 3693.795410
	Iteration 25Q: 3 clusters Score -198665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198669.953125 Penalty: 3693.795410
	Iteration 26Q: 3 clusters Score -198670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198673.078125 Penalty: 3693.795410
	Iteration 27Q: 3 clusters Score -198673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198677.093750 Penalty: 3693.795410
	Iteration 28Q: 3 clusters Score -198677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198686.078125 Penalty: 3693.795410
	Iteration 29Q: 3 clusters Score -198686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198691.500000 Penalty: 3693.795410
	Iteration 30Q: 3 clusters Score -198691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198693.890625 Penalty: 3693.795410
	Iteration 31Q: 3 clusters Score -198693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198695.046875 Penalty: 3693.795410
	Iteration 32Q: 3 clusters Score -198695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198695.046875 Penalty: 3693.795410
	Iteration 33F: 3 clusters Score -198695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -516399.093750 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -516399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -512370.593750 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -512370.6 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -513357.593750 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -513357.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -513601.156250 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -513601.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -513817.343750 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -513817.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -514009.500000 Penalty: 4142.281738
	Iteration 4F: 3 clusters Score -514009.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -514195.812500 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -514195.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -514335.906250 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -514335.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -514438.968750 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -514439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -514521.125000 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -514521.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -514582.937500 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -514582.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -514629.937500 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -514629.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -514669.250000 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -514669.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -514712.187500 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -514712.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -514751.156250 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -514751.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -514775.500000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -514775.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -514796.156250 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -514796.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -514815.343750 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -514815.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -514834.250000 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -514834.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -514849.218750 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -514849.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -514864.000000 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -514864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -514873.500000 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -514873.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -514880.812500 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -514880.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -514887.875000 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -514887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -514892.312500 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -514892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -514895.656250 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -514895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -514898.500000 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -514898.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -514900.375000 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -514900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -514903.250000 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -514903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -514905.031250 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -514905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -514906.406250 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -514906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -514907.937500 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -514907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -514907.875000 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -514907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -514907.875000 Penalty: 4142.281738
	Iteration 32F: 3 clusters Score -514907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31939.689453 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31939.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32031.150391 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32031.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32057.246094 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32057.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32081.222656 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32081.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32100.833984 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32100.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32114.880859 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -32114.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32124.882812 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -32124.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32132.640625 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -32132.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32149.892578 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -32149.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32162.705078 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -32162.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32162.705078 Penalty: 2791.300049
	Iteration 10F: 3 clusters Score -32162.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -833298.437500 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -833298.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -827928.500000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -827928.5 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -829265.500000 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -829265.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -829509.125000 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -829509.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -829707.937500 Penalty: 4348.054199
	Iteration 3F: 3 clusters Score -829707.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -829837.250000 Penalty: 4348.054199
	Iteration 4Q: 3 clusters Score -829837.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -829924.562500 Penalty: 4348.054199
	Iteration 5Q: 3 clusters Score -829924.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -829996.562500 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -829996.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -830063.937500 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -830063.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -830129.312500 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -830129.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -830191.875000 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -830191.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -830254.375000 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -830254.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -830317.187500 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -830317.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -830380.625000 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -830380.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -830446.250000 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -830446.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -830522.625000 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -830522.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -830602.000000 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -830602 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -830681.437500 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -830681.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -830744.687500 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -830744.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -830804.937500 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -830804.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -830869.187500 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -830869.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -830930.000000 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -830930 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -830984.062500 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -830984.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -831042.500000 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -831042.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -831097.937500 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -831097.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -831139.062500 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -831139.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -831183.187500 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -831183.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -831234.312500 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -831234.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -831273.375000 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -831273.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -831307.375000 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -831307.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -831330.312500 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -831330.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -831350.125000 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -831350.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -831369.250000 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -831369.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -831394.687500 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -831394.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -831415.562500 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -831415.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -831430.375000 Penalty: 4348.054199
	Iteration 34Q: 3 clusters Score -831430.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -831448.062500 Penalty: 4348.054199
	Iteration 35Q: 3 clusters Score -831448.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -831461.625000 Penalty: 4348.054199
	Iteration 36Q: 3 clusters Score -831461.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -831472.750000 Penalty: 4348.054199
	Iteration 37Q: 3 clusters Score -831472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -831484.750000 Penalty: 4348.054199
	Iteration 38Q: 3 clusters Score -831484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -831488.937500 Penalty: 4348.054199
	Iteration 39Q: 3 clusters Score -831488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -831493.000000 Penalty: 4348.054199
	Iteration 40F: 3 clusters Score -831493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -831496.000000 Penalty: 4348.054199
	Iteration 41Q: 3 clusters Score -831496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -831497.562500 Penalty: 4348.054199
	Iteration 42Q: 3 clusters Score -831497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -831499.125000 Penalty: 4348.054199
	Iteration 43Q: 3 clusters Score -831499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -831501.687500 Penalty: 4348.054199
	Iteration 44Q: 3 clusters Score -831501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -831504.062500 Penalty: 4348.054199
	Iteration 45Q: 3 clusters Score -831504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -831503.687500 Penalty: 4348.054199
	Iteration 46Q: 3 clusters Score -831503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -831505.312500 Penalty: 4348.054199
	Iteration 47Q: 3 clusters Score -831505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -831505.312500 Penalty: 4348.054199
	Iteration 48F: 3 clusters Score -831505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -1106783.125000 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -1106783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1100100.875000 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -1100101 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1102031.000000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -1102031 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1102390.250000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -1102390 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1102693.750000 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -1102694 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1102962.000000 Penalty: 4482.792969
	Iteration 4F: 3 clusters Score -1102962 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1103179.750000 Penalty: 4482.792969
	Iteration 5Q: 3 clusters Score -1103180 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1103341.750000 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -1103342 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1103486.500000 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -1103486 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1103583.250000 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -1103583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1103656.625000 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -1103657 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1103730.000000 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -1103730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1103809.625000 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -1103810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1103883.250000 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -1103883 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1103961.000000 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -1103961 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1104028.125000 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -1104028 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1104096.875000 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -1104097 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1104147.875000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -1104148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1104180.375000 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -1104180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1104212.125000 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -1104212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1104249.375000 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -1104249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1104273.125000 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -1104273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1104296.250000 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -1104296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1104310.250000 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -1104310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1104319.625000 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -1104320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1104334.375000 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -1104334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1104350.625000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -1104351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1104361.750000 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -1104362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1104368.750000 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -1104369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1104379.750000 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -1104380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1104390.250000 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -1104390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1104393.375000 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -1104393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1104399.500000 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -1104400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1104404.875000 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -1104405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1104408.375000 Penalty: 4482.792969
	Iteration 33Q: 3 clusters Score -1104408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1104410.750000 Penalty: 4482.792969
	Iteration 34Q: 3 clusters Score -1104411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1104416.750000 Penalty: 4482.792969
	Iteration 35Q: 3 clusters Score -1104417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1104421.750000 Penalty: 4482.792969
	Iteration 36Q: 3 clusters Score -1104422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1104423.000000 Penalty: 4482.792969
	Iteration 37Q: 3 clusters Score -1104423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1104426.000000 Penalty: 4482.792969
	Iteration 38Q: 3 clusters Score -1104426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1104429.500000 Penalty: 4482.792969
	Iteration 39Q: 3 clusters Score -1104430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1104432.250000 Penalty: 4482.792969
	Iteration 40F: 3 clusters Score -1104432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1104434.625000 Penalty: 4482.792969
	Iteration 41Q: 3 clusters Score -1104435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1104435.000000 Penalty: 4482.792969
	Iteration 42Q: 3 clusters Score -1104435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1104435.750000 Penalty: 4482.792969
	Iteration 43Q: 3 clusters Score -1104436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1104437.125000 Penalty: 4482.792969
	Iteration 44Q: 3 clusters Score -1104437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1104436.625000 Penalty: 4482.792969
	Iteration 45Q: 3 clusters Score -1104437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1104437.250000 Penalty: 4482.792969
	Iteration 46Q: 3 clusters Score -1104437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1104438.000000 Penalty: 4482.792969
	Iteration 47Q: 3 clusters Score -1104438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1104439.375000 Penalty: 4482.792969
	Iteration 48Q: 3 clusters Score -1104439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1104443.125000 Penalty: 4482.792969
	Iteration 49Q: 3 clusters Score -1104443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1104441.375000 Penalty: 4482.792969
	Iteration 50Q: 3 clusters Score -1104441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1104441.625000 Penalty: 4482.792969
	Iteration 51Q: 3 clusters Score -1104442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1104440.625000 Penalty: 4482.792969
	Iteration 52Q: 3 clusters Score -1104441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1104441.000000 Penalty: 4482.792969
	Iteration 53Q: 3 clusters Score -1104441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1104441.125000 Penalty: 4482.792969
	Iteration 54Q: 3 clusters Score -1104441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1104442.500000 Penalty: 4482.792969
	Iteration 55Q: 3 clusters Score -1104442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1104442.500000 Penalty: 4482.792969
	Iteration 56F: 3 clusters Score -1104442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1332264.375000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1332264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1324262.500000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1324262 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1326730.000000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1326730 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1327115.000000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1327115 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1327418.750000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -1327419 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1327684.375000 Penalty: 4581.880859
	Iteration 4Q: 3 clusters Score -1327684 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1327965.875000 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -1327966 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1328309.375000 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -1328309 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1328688.375000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -1328688 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1329192.000000 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -1329192 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1329746.875000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -1329747 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1330184.000000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1330184 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1330560.625000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1330561 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1330868.375000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1330868 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1331146.125000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1331146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1331327.375000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1331327 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1331439.625000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1331440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1331519.750000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1331520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1331555.500000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1331556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1331591.500000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1331592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1331612.875000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1331613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1331628.000000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1331628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1331634.750000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1331635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1331645.875000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1331646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1331654.125000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1331654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1331652.125000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1331652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1331654.750000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -1331655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1331656.000000 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -1331656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1331656.125000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -1331656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1331656.625000 Penalty: 4581.880859
	Iteration 28Q: 3 clusters Score -1331657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1331658.375000 Penalty: 4581.880859
	Iteration 29Q: 3 clusters Score -1331658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1331657.500000 Penalty: 4581.880859
	Iteration 30Q: 3 clusters Score -1331658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1331661.250000 Penalty: 4581.880859
	Iteration 31Q: 3 clusters Score -1331661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1331662.250000 Penalty: 4581.880859
	Iteration 32Q: 3 clusters Score -1331662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1331664.250000 Penalty: 4581.880859
	Iteration 33Q: 3 clusters Score -1331664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1331666.500000 Penalty: 4581.880859
	Iteration 34Q: 3 clusters Score -1331666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1331666.500000 Penalty: 4581.880859
	Iteration 35F: 3 clusters Score -1331666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -654909.187500 Penalty: 2117.903320
	Iteration 0F: 2 clusters Score -654909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -650332.687500 Penalty: 4235.806641
	Iteration 0F: 3 clusters Score -650332.7 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -651417.937500 Penalty: 4235.806641
	Iteration 1F: 3 clusters Score -651417.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -651700.687500 Penalty: 4235.806641
	Iteration 2F: 3 clusters Score -651700.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -651969.625000 Penalty: 4235.806641
	Iteration 3F: 3 clusters Score -651969.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -652256.437500 Penalty: 4235.806641
	Iteration 4F: 3 clusters Score -652256.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -652582.062500 Penalty: 4235.806641
	Iteration 5F: 3 clusters Score -652582.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -652881.937500 Penalty: 4235.806641
	Iteration 6F: 3 clusters Score -652881.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -653143.062500 Penalty: 4235.806641
	Iteration 7F: 3 clusters Score -653143.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -653311.625000 Penalty: 4235.806641
	Iteration 8Q: 3 clusters Score -653311.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -653402.312500 Penalty: 4235.806641
	Iteration 9Q: 3 clusters Score -653402.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -653442.312500 Penalty: 4235.806641
	Iteration 10Q: 3 clusters Score -653442.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -653454.687500 Penalty: 4235.806641
	Iteration 11Q: 3 clusters Score -653454.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -653462.812500 Penalty: 4235.806641
	Iteration 12Q: 3 clusters Score -653462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -653470.687500 Penalty: 4235.806641
	Iteration 13Q: 3 clusters Score -653470.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -653478.562500 Penalty: 4235.806641
	Iteration 14Q: 3 clusters Score -653478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -653480.375000 Penalty: 4235.806641
	Iteration 15Q: 3 clusters Score -653480.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -653481.375000 Penalty: 4235.806641
	Iteration 16Q: 3 clusters Score -653481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -653484.000000 Penalty: 4235.806641
	Iteration 17Q: 3 clusters Score -653484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -653485.500000 Penalty: 4235.806641
	Iteration 18Q: 3 clusters Score -653485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -653487.062500 Penalty: 4235.806641
	Iteration 19Q: 3 clusters Score -653487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -653488.687500 Penalty: 4235.806641
	Iteration 20F: 3 clusters Score -653488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -653488.375000 Penalty: 4235.806641
	Iteration 21Q: 3 clusters Score -653488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -653488.875000 Penalty: 4235.806641
	Iteration 22Q: 3 clusters Score -653488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -653488.875000 Penalty: 4235.806641
	Iteration 23Q: 3 clusters Score -653488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -653488.812500 Penalty: 4235.806641
	Iteration 24Q: 3 clusters Score -653488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -653488.812500 Penalty: 4235.806641
	Iteration 25F: 3 clusters Score -653488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -506858.812500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506858.8 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -507646.468750 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507646.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -507820.656250 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507820.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -507938.437500 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -507938.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508035.687500 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508035.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -508133.218750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508133.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -508212.281250 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508212.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -508283.343750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508283.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -508348.125000 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508348.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -508408.406250 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508408.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -508471.843750 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508471.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -508523.312500 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508523.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -508557.812500 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508557.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -508598.843750 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508598.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -508629.000000 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -508661.375000 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -508661.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -508687.000000 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -508687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -508714.000000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -508714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -508737.062500 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -508737.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -508755.531250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -508755.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -508772.718750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -508772.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -508786.281250 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -508786.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -508799.062500 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -508799.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -508805.687500 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -508805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -508814.812500 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -508814.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -508821.906250 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -508821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -508827.937500 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -508827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -508834.906250 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -508834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -508840.093750 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -508840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -508844.500000 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -508844.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -508849.218750 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -508849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -508849.687500 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -508849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -508850.937500 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -508850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -508853.250000 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -508853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -508853.968750 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -508854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -508855.656250 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -508855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -508855.843750 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -508855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -508858.343750 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -508858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -508858.656250 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -508858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -508859.687500 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -508859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -508861.812500 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -508861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -508862.968750 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -508863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -508862.750000 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -508862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -508862.750000 Penalty: 4110.988770
	Iteration 43F: 3 clusters Score -508862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -110252.125000 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -110252.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -108332.234375 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -108332.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108853.117188 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -108853.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109043.132812 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -109043.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109175.968750 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -109176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109266.812500 Penalty: 3457.482178
	Iteration 4Q: 3 clusters Score -109266.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109418.195312 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -109418.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -109497.218750 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -109497.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109538.273438 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -109538.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109588.234375 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -109588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109616.007812 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -109616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109648.242188 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -109648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109687.710938 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -109687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109736.882812 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -109736.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109819.015625 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -109819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109894.867188 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -109894.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -109951.695312 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -109951.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -109992.898438 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -109992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110030.226562 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -110030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110079.539062 Penalty: 3457.482178
	Iteration 18Q: 3 clusters Score -110079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -110097.164062 Penalty: 3457.482178
	Iteration 19Q: 3 clusters Score -110097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110118.531250 Penalty: 3457.482178
	Iteration 20F: 3 clusters Score -110118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110136.703125 Penalty: 3457.482178
	Iteration 21Q: 3 clusters Score -110136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110141.046875 Penalty: 3457.482178
	Iteration 22Q: 3 clusters Score -110141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110147.187500 Penalty: 3457.482178
	Iteration 23Q: 3 clusters Score -110147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110149.382812 Penalty: 3457.482178
	Iteration 24Q: 3 clusters Score -110149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110149.382812 Penalty: 3457.482178
	Iteration 25F: 3 clusters Score -110149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -383649.156250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -383649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -380226.093750 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -380226.1 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -381040.250000 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -381040.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -381311.812500 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -381311.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -381515.906250 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -381515.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -381669.406250 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -381669.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -381816.093750 Penalty: 4014.357178
	Iteration 5Q: 3 clusters Score -381816.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -381928.781250 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -381928.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382015.906250 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -382015.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -382089.156250 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -382089.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -382163.312500 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -382163.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -382211.843750 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -382211.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -382253.062500 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -382253.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -382299.843750 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -382299.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -382351.937500 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -382351.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -382407.531250 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -382407.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -382465.062500 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -382465.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -382524.500000 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -382524.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -382585.062500 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -382585.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -382644.000000 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -382644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -382705.500000 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -382705.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382752.937500 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -382752.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -382794.687500 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -382794.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -382819.406250 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -382819.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -382834.500000 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -382834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -382846.625000 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -382846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -382853.125000 Penalty: 4014.357178
	Iteration 25Q: 3 clusters Score -382853.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -382859.312500 Penalty: 4014.357178
	Iteration 26Q: 3 clusters Score -382859.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -382864.468750 Penalty: 4014.357178
	Iteration 27Q: 3 clusters Score -382864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -382869.937500 Penalty: 4014.357178
	Iteration 28Q: 3 clusters Score -382869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -382872.343750 Penalty: 4014.357178
	Iteration 29Q: 3 clusters Score -382872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -382879.156250 Penalty: 4014.357178
	Iteration 30Q: 3 clusters Score -382879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -382883.531250 Penalty: 4014.357178
	Iteration 31Q: 3 clusters Score -382883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -382885.281250 Penalty: 4014.357178
	Iteration 32Q: 3 clusters Score -382885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -382886.906250 Penalty: 4014.357178
	Iteration 33Q: 3 clusters Score -382886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382888.125000 Penalty: 4014.357178
	Iteration 34Q: 3 clusters Score -382888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -382889.968750 Penalty: 4014.357178
	Iteration 35Q: 3 clusters Score -382890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -382891.062500 Penalty: 4014.357178
	Iteration 36Q: 3 clusters Score -382891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382893.218750 Penalty: 4014.357178
	Iteration 37Q: 3 clusters Score -382893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -382895.593750 Penalty: 4014.357178
	Iteration 38Q: 3 clusters Score -382895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -382897.687500 Penalty: 4014.357178
	Iteration 39Q: 3 clusters Score -382897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -382900.281250 Penalty: 4014.357178
	Iteration 40F: 3 clusters Score -382900.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -382903.968750 Penalty: 4014.357178
	Iteration 41Q: 3 clusters Score -382904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -382906.437500 Penalty: 4014.357178
	Iteration 42Q: 3 clusters Score -382906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -382906.875000 Penalty: 4014.357178
	Iteration 43Q: 3 clusters Score -382906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -382907.250000 Penalty: 4014.357178
	Iteration 44Q: 3 clusters Score -382907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -382907.250000 Penalty: 4014.357178
	Iteration 45F: 3 clusters Score -382907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -361885.406250 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -361885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -358704.250000 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -358704.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -359423.437500 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -359423.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -359727.406250 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -359727.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -360051.875000 Penalty: 3952.458252
	Iteration 3F: 3 clusters Score -360051.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -360353.218750 Penalty: 3952.458252
	Iteration 4F: 3 clusters Score -360353.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -360602.187500 Penalty: 3952.458252
	Iteration 5F: 3 clusters Score -360602.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -360799.250000 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -360799.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -360928.343750 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -360928.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -360994.125000 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -360994.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -361040.468750 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -361040.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -361072.750000 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -361072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -361099.093750 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -361099.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -361136.187500 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -361136.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -361166.718750 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -361166.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -361194.718750 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -361194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -361219.406250 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -361219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -361239.062500 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -361239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -361248.843750 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -361248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -361254.593750 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -361254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -361258.906250 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -361258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -361266.750000 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -361266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -361273.437500 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -361273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -361279.750000 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -361279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -361284.000000 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -361284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -361289.031250 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -361289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -361298.937500 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -361298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -361322.125000 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -361322.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -361342.781250 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -361342.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -361363.656250 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -361363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -361388.281250 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -361388.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -361412.125000 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -361412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -361438.062500 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -361438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -361463.687500 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -361463.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -361481.906250 Penalty: 3952.458252
	Iteration 33Q: 3 clusters Score -361481.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -361507.687500 Penalty: 3952.458252
	Iteration 34Q: 3 clusters Score -361507.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -361529.968750 Penalty: 3952.458252
	Iteration 35Q: 3 clusters Score -361530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -361548.843750 Penalty: 3952.458252
	Iteration 36Q: 3 clusters Score -361548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -361558.968750 Penalty: 3952.458252
	Iteration 37Q: 3 clusters Score -361559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -361565.062500 Penalty: 3952.458252
	Iteration 38Q: 3 clusters Score -361565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -361569.875000 Penalty: 3952.458252
	Iteration 39Q: 3 clusters Score -361569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -361572.281250 Penalty: 3952.458252
	Iteration 40F: 3 clusters Score -361572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -361574.843750 Penalty: 3952.458252
	Iteration 41Q: 3 clusters Score -361574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -361582.625000 Penalty: 3952.458252
	Iteration 42Q: 3 clusters Score -361582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -361586.593750 Penalty: 3952.458252
	Iteration 43Q: 3 clusters Score -361586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -361590.531250 Penalty: 3952.458252
	Iteration 44Q: 3 clusters Score -361590.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -361593.937500 Penalty: 3952.458252
	Iteration 45Q: 3 clusters Score -361593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -361596.093750 Penalty: 3952.458252
	Iteration 46Q: 3 clusters Score -361596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -361598.625000 Penalty: 3952.458252
	Iteration 47Q: 3 clusters Score -361598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -361604.250000 Penalty: 3952.458252
	Iteration 48Q: 3 clusters Score -361604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -361610.312500 Penalty: 3952.458252
	Iteration 49Q: 3 clusters Score -361610.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -361619.187500 Penalty: 3952.458252
	Iteration 50Q: 3 clusters Score -361619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -361625.062500 Penalty: 3952.458252
	Iteration 51Q: 3 clusters Score -361625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -361628.593750 Penalty: 3952.458252
	Iteration 52Q: 3 clusters Score -361628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -361628.593750 Penalty: 3952.458252
	Iteration 53F: 3 clusters Score -361628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97133.171875 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97133.17 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97427.882812 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97427.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97519.250000 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -97519.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97548.289062 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97548.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97561.125000 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97561.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97566.984375 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97566.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97572.703125 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97573.187500 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97573.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97573.187500 Penalty: 3297.896240
	Iteration 8F: 3 clusters Score -97573.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Entering Unmasked Estep 
Score: -3978688.500000 Penalty: 2560.394043
	Iteration 0F: 2 clusters Score -3978688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3957895.000000 Penalty: 5120.788086
	Iteration 0F: 3 clusters Score -3957895 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3965436.500000 Penalty: 5120.788086
	Iteration 1F: 3 clusters Score -3965436 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3965812.500000 Penalty: 5120.788086
	Iteration 2Q: 3 clusters Score -3965812 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3966163.250000 Penalty: 5120.788086
	Iteration 3Q: 3 clusters Score -3966163 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3966422.750000 Penalty: 5120.788086
	Iteration 4Q: 3 clusters Score -3966423 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3966699.750000 Penalty: 5120.788086
	Iteration 5Q: 3 clusters Score -3966700 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3966948.000000 Penalty: 5120.788086
	Iteration 6Q: 3 clusters Score -3966948 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3967195.000000 Penalty: 5120.788086
	Iteration 7Q: 3 clusters Score -3967195 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3967457.250000 Penalty: 5120.788086
	Iteration 8Q: 3 clusters Score -3967457 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3967789.750000 Penalty: 5120.788086
	Iteration 9Q: 3 clusters Score -3967790 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3968165.750000 Penalty: 5120.788086
	Iteration 10Q: 3 clusters Score -3968166 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3968560.250000 Penalty: 5120.788086
	Iteration 11Q: 3 clusters Score -3968560 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3969015.250000 Penalty: 5120.788086
	Iteration 12Q: 3 clusters Score -3969015 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3969499.500000 Penalty: 5120.788086
	Iteration 13Q: 3 clusters Score -3969500 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3970030.000000 Penalty: 5120.788086
	Iteration 14Q: 3 clusters Score -3970030 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3970638.500000 Penalty: 5120.788086
	Iteration 15Q: 3 clusters Score -3970638 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3971226.250000 Penalty: 5120.788086
	Iteration 16Q: 3 clusters Score -3971226 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3971788.750000 Penalty: 5120.788086
	Iteration 17Q: 3 clusters Score -3971789 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3972138.000000 Penalty: 5120.788086
	Iteration 18Q: 3 clusters Score -3972138 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3972354.250000 Penalty: 5120.788086
	Iteration 19Q: 3 clusters Score -3972354 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3972484.750000 Penalty: 5120.788086
	Iteration 20F: 3 clusters Score -3972485 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3972543.500000 Penalty: 5120.788086
	Iteration 21Q: 3 clusters Score -3972544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3972592.750000 Penalty: 5120.788086
	Iteration 22Q: 3 clusters Score -3972593 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3972625.250000 Penalty: 5120.788086
	Iteration 23Q: 3 clusters Score -3972625 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3972656.500000 Penalty: 5120.788086
	Iteration 24Q: 3 clusters Score -3972656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3972690.750000 Penalty: 5120.788086
	Iteration 25Q: 3 clusters Score -3972691 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3972730.250000 Penalty: 5120.788086
	Iteration 26Q: 3 clusters Score -3972730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3972767.250000 Penalty: 5120.788086
	Iteration 27Q: 3 clusters Score -3972767 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3972799.250000 Penalty: 5120.788086
	Iteration 28Q: 3 clusters Score -3972799 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3972835.000000 Penalty: 5120.788086
	Iteration 29Q: 3 clusters Score -3972835 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3972869.500000 Penalty: 5120.788086
	Iteration 30Q: 3 clusters Score -3972870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3972921.000000 Penalty: 5120.788086
	Iteration 31Q: 3 clusters Score -3972921 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -3972952.500000 Penalty: 5120.788086
	Iteration 32Q: 3 clusters Score -3972952 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3972992.250000 Penalty: 5120.788086
	Iteration 33Q: 3 clusters Score -3972992 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3973054.250000 Penalty: 5120.788086
	Iteration 34Q: 3 clusters Score -3973054 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3973068.250000 Penalty: 5120.788086
	Iteration 35Q: 3 clusters Score -3973068 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3973117.750000 Penalty: 5120.788086
	Iteration 36Q: 3 clusters Score -3973118 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3973166.250000 Penalty: 5120.788086
	Iteration 37Q: 3 clusters Score -3973166 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3973204.000000 Penalty: 5120.788086
	Iteration 38Q: 3 clusters Score -3973204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3973247.000000 Penalty: 5120.788086
	Iteration 39Q: 3 clusters Score -3973247 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3973291.750000 Penalty: 5120.788086
	Iteration 40F: 3 clusters Score -3973292 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3973346.750000 Penalty: 5120.788086
	Iteration 41Q: 3 clusters Score -3973347 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3973415.250000 Penalty: 5120.788086
	Iteration 42Q: 3 clusters Score -3973415 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3973490.250000 Penalty: 5120.788086
	Iteration 43Q: 3 clusters Score -3973490 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3973568.500000 Penalty: 5120.788086
	Iteration 44Q: 3 clusters Score -3973568 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3973641.500000 Penalty: 5120.788086
	Iteration 45Q: 3 clusters Score -3973642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3973728.750000 Penalty: 5120.788086
	Iteration 46Q: 3 clusters Score -3973729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3973821.750000 Penalty: 5120.788086
	Iteration 47Q: 3 clusters Score -3973822 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3973928.000000 Penalty: 5120.788086
	Iteration 48Q: 3 clusters Score -3973928 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3974050.000000 Penalty: 5120.788086
	Iteration 49Q: 3 clusters Score -3974050 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3974182.500000 Penalty: 5120.788086
	Iteration 50Q: 3 clusters Score -3974182 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3974337.000000 Penalty: 5120.788086
	Iteration 51Q: 3 clusters Score -3974337 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3974547.000000 Penalty: 5120.788086
	Iteration 52Q: 3 clusters Score -3974547 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3974758.000000 Penalty: 5120.788086
	Iteration 53Q: 3 clusters Score -3974758 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3974989.250000 Penalty: 5120.788086
	Iteration 54Q: 3 clusters Score -3974989 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3975197.500000 Penalty: 5120.788086
	Iteration 55Q: 3 clusters Score -3975198 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3975389.250000 Penalty: 5120.788086
	Iteration 56Q: 3 clusters Score -3975389 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3975560.000000 Penalty: 5120.788086
	Iteration 57Q: 3 clusters Score -3975560 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3975731.000000 Penalty: 5120.788086
	Iteration 58Q: 3 clusters Score -3975731 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3975893.250000 Penalty: 5120.788086
	Iteration 59Q: 3 clusters Score -3975893 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3976028.750000 Penalty: 5120.788086
	Iteration 60F: 3 clusters Score -3976029 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3976106.250000 Penalty: 5120.788086
	Iteration 61Q: 3 clusters Score -3976106 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3976174.750000 Penalty: 5120.788086
	Iteration 62Q: 3 clusters Score -3976175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3976228.000000 Penalty: 5120.788086
	Iteration 63Q: 3 clusters Score -3976228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3976260.000000 Penalty: 5120.788086
	Iteration 64Q: 3 clusters Score -3976260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3976303.500000 Penalty: 5120.788086
	Iteration 65Q: 3 clusters Score -3976304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3976331.750000 Penalty: 5120.788086
	Iteration 66Q: 3 clusters Score -3976332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3976352.750000 Penalty: 5120.788086
	Iteration 67Q: 3 clusters Score -3976353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3976370.500000 Penalty: 5120.788086
	Iteration 68Q: 3 clusters Score -3976370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3976390.000000 Penalty: 5120.788086
	Iteration 69Q: 3 clusters Score -3976390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3976401.250000 Penalty: 5120.788086
	Iteration 70Q: 3 clusters Score -3976401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3976405.250000 Penalty: 5120.788086
	Iteration 71Q: 3 clusters Score -3976405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3976413.750000 Penalty: 5120.788086
	Iteration 72Q: 3 clusters Score -3976414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3976412.250000 Penalty: 5120.788086
	Iteration 73Q: 3 clusters Score -3976412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3976415.000000 Penalty: 5120.788086
	Iteration 74Q: 3 clusters Score -3976415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3976417.750000 Penalty: 5120.788086
	Iteration 75Q: 3 clusters Score -3976418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3976427.000000 Penalty: 5120.788086
	Iteration 76Q: 3 clusters Score -3976427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3976428.750000 Penalty: 5120.788086
	Iteration 77Q: 3 clusters Score -3976429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3976436.250000 Penalty: 5120.788086
	Iteration 78Q: 3 clusters Score -3976436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3976435.500000 Penalty: 5120.788086
	Iteration 79Q: 3 clusters Score -3976436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3976437.500000 Penalty: 5120.788086
	Iteration 80F: 3 clusters Score -3976438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3976435.750000 Penalty: 5120.788086
	Iteration 81Q: 3 clusters Score -3976436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3976434.500000 Penalty: 5120.788086
	Iteration 82Q: 3 clusters Score -3976434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3976435.750000 Penalty: 5120.788086
	Iteration 83Q: 3 clusters Score -3976436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3976435.750000 Penalty: 5120.788086
	Iteration 84F: 3 clusters Score -3976436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83244 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42278 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17324 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 117263 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270848.000000 Penalty: 145996.140625
Iteration 319Q: 44 clusters Score -1.112708e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9796 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40333 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 161832 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 89744 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83247 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42292 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17298 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 117261 members 
Mstep: Class 30 contains 47773 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270800.000000 Penalty: 145996.140625
Iteration 320F: 44 clusters Score -1.112708e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9805 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40331 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 161830 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 89743 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83246 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 42312 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17273 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 117257 members 
Mstep: Class 30 contains 47775 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270840.000000 Penalty: 145996.140625
Iteration 321Q: 44 clusters Score -1.112708e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40333 members 
Mstep: Class 10 contains 7368 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5942 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 89746 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83249 members 
Mstep: Class 21 contains 14989 members 
Mstep: Class 22 contains 42340 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17241 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 117254 members 
Mstep: Class 30 contains 47776 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 8415 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270888.000000 Penalty: 145996.140625
Iteration 322Q: 44 clusters Score -1.112709e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40331 members 
Mstep: Class 10 contains 7370 members 
Mstep: Class 11 contains 161832 members 
Mstep: Class 12 contains 5942 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 89748 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83251 members 
Mstep: Class 21 contains 14987 members 
Mstep: Class 22 contains 42367 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17211 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 117253 members 
Mstep: Class 30 contains 47776 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4241 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6416 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2890 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270928.000000 Penalty: 145996.140625
Iteration 323Q: 44 clusters Score -1.112709e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 89748 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83249 members 
Mstep: Class 21 contains 14983 members 
Mstep: Class 22 contains 42387 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17188 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24182 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 117252 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270816.000000 Penalty: 145996.140625
Iteration 324Q: 44 clusters Score -1.112708e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40315 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 161836 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 6806 members 
Mstep: Class 18 contains 89746 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83249 members 
Mstep: Class 21 contains 14982 members 
Mstep: Class 22 contains 42398 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17165 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24179 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 117253 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4241 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2893 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270720.000000 Penalty: 145996.140625
Iteration 325Q: 44 clusters Score -1.112707e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40303 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 161836 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6814 members 
Mstep: Class 18 contains 89748 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83251 members 
Mstep: Class 21 contains 14982 members 
Mstep: Class 22 contains 42418 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17136 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 117251 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 8416 members 
Mstep: Class 36 contains 10275 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2893 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270920.000000 Penalty: 145996.140625
Iteration 326Q: 44 clusters Score -1.112709e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 10 contains 7384 members 
Mstep: Class 11 contains 161835 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6820 members 
Mstep: Class 18 contains 89747 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83256 members 
Mstep: Class 21 contains 14980 members 
Mstep: Class 22 contains 42442 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17097 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24175 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 117247 members 
Mstep: Class 30 contains 47773 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4241 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 8417 members 
Mstep: Class 36 contains 10274 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2894 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270864.000000 Penalty: 145996.140625
Iteration 327Q: 44 clusters Score -1.112709e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40289 members 
Mstep: Class 10 contains 7387 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51896 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 89748 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83267 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 17046 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24170 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 117244 members 
Mstep: Class 30 contains 47772 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6416 members 
Mstep: Class 35 contains 8418 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5116 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2896 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270960.000000 Penalty: 145996.140625
Iteration 328Q: 44 clusters Score -1.11271e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 9844 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40283 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 161837 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51897 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 89752 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83269 members 
Mstep: Class 21 contains 14977 members 
Mstep: Class 22 contains 42484 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16990 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24167 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 117248 members 
Mstep: Class 30 contains 47773 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8418 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5118 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2899 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271104.000000 Penalty: 145996.140625
Iteration 329Q: 44 clusters Score -1.112711e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9849 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40277 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 161839 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 89755 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83283 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42501 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16945 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24165 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 117249 members 
Mstep: Class 30 contains 47775 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8419 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5118 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271144.000000 Penalty: 145996.140625
Iteration 330Q: 44 clusters Score -1.112711e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40273 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 89759 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83284 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 42535 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16901 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24165 members 
Mstep: Class 28 contains 4840 members 
Mstep: Class 29 contains 117247 members 
Mstep: Class 30 contains 47775 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8420 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5119 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2903 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271064.000000 Penalty: 145996.140625
Iteration 331Q: 44 clusters Score -1.112711e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40261 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 161835 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 89763 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83285 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42570 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16861 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24165 members 
Mstep: Class 28 contains 4846 members 
Mstep: Class 29 contains 117243 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8422 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271056.000000 Penalty: 145996.140625
Iteration 332Q: 44 clusters Score -1.112711e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40245 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 89770 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83285 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42589 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16826 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24163 members 
Mstep: Class 28 contains 4852 members 
Mstep: Class 29 contains 117244 members 
Mstep: Class 30 contains 47774 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8423 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271224.000000 Penalty: 145996.140625
Iteration 333Q: 44 clusters Score -1.112712e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9881 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40226 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5955 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 89774 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83284 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42630 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16796 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24162 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 117238 members 
Mstep: Class 30 contains 47775 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8424 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271048.000000 Penalty: 145996.140625
Iteration 334Q: 44 clusters Score -1.11271e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40213 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 161835 members 
Mstep: Class 12 contains 5955 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 89780 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83281 members 
Mstep: Class 21 contains 14977 members 
Mstep: Class 22 contains 42661 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16755 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24162 members 
Mstep: Class 28 contains 4855 members 
Mstep: Class 29 contains 117232 members 
Mstep: Class 30 contains 47777 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8426 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271056.000000 Penalty: 145996.140625
Iteration 335Q: 44 clusters Score -1.112711e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9892 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40192 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 5955 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6840 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83279 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42695 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16735 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4856 members 
Mstep: Class 29 contains 117234 members 
Mstep: Class 30 contains 47778 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8428 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271144.000000 Penalty: 145996.140625
Iteration 336Q: 44 clusters Score -1.112711e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9898 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40175 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 161833 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 89791 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 83280 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 42707 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16720 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4853 members 
Mstep: Class 29 contains 117237 members 
Mstep: Class 30 contains 47778 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1068 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271360.000000 Penalty: 145996.140625
Iteration 337Q: 44 clusters Score -1.112714e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40164 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 161834 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 89796 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83281 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 42744 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 16680 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4855 members 
Mstep: Class 29 contains 117231 members 
Mstep: Class 30 contains 47775 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4239 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271312.000000 Penalty: 145996.140625
Iteration 338Q: 44 clusters Score -1.112713e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 9924 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 161835 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 89800 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83279 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42769 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 16643 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4858 members 
Mstep: Class 29 contains 117232 members 
Mstep: Class 30 contains 47777 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4239 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271320.000000 Penalty: 145996.140625
Iteration 339Q: 44 clusters Score -1.112713e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 9921 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40146 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 89805 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 83279 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 42806 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 16604 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4859 members 
Mstep: Class 29 contains 117232 members 
Mstep: Class 30 contains 47773 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271240.000000 Penalty: 145996.140625
Iteration 340F: 44 clusters Score -1.112712e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 9925 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 161840 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 89815 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83281 members 
Mstep: Class 21 contains 14977 members 
Mstep: Class 22 contains 42833 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 16565 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4860 members 
Mstep: Class 29 contains 117234 members 
Mstep: Class 30 contains 47763 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2909 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271144.000000 Penalty: 145996.140625
Iteration 341Q: 44 clusters Score -1.112711e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9938 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40119 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 161842 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 89827 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 83273 members 
Mstep: Class 21 contains 14976 members 
Mstep: Class 22 contains 42858 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16535 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4862 members 
Mstep: Class 29 contains 117232 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271200.000000 Penalty: 145996.140625
Iteration 342Q: 44 clusters Score -1.112712e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 9956 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40107 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 161846 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 89837 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 83259 members 
Mstep: Class 21 contains 14975 members 
Mstep: Class 22 contains 42878 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16502 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4866 members 
Mstep: Class 29 contains 117236 members 
Mstep: Class 30 contains 47756 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271320.000000 Penalty: 145996.140625
Iteration 343Q: 44 clusters Score -1.112713e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9972 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40101 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 161853 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 89848 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 83246 members 
Mstep: Class 21 contains 14974 members 
Mstep: Class 22 contains 42902 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16459 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 117235 members 
Mstep: Class 30 contains 47749 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271056.000000 Penalty: 145996.140625
Iteration 344Q: 44 clusters Score -1.112711e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40097 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 161855 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 89857 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83238 members 
Mstep: Class 21 contains 14972 members 
Mstep: Class 22 contains 42927 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16418 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4871 members 
Mstep: Class 29 contains 117230 members 
Mstep: Class 30 contains 47746 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271224.000000 Penalty: 145996.140625
Iteration 345Q: 44 clusters Score -1.112712e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10016 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40091 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 161855 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6861 members 
Mstep: Class 18 contains 89863 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83234 members 
Mstep: Class 21 contains 14971 members 
Mstep: Class 22 contains 42958 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4871 members 
Mstep: Class 29 contains 117237 members 
Mstep: Class 30 contains 47743 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10273 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271208.000000 Penalty: 145996.140625
Iteration 346Q: 44 clusters Score -1.112712e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40082 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 161860 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 18 contains 89872 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83235 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 42985 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16336 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4872 members 
Mstep: Class 29 contains 117243 members 
Mstep: Class 30 contains 47741 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271344.000000 Penalty: 145996.140625
Iteration 347Q: 44 clusters Score -1.112713e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 10044 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40066 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 161861 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6865 members 
Mstep: Class 18 contains 89881 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83231 members 
Mstep: Class 21 contains 14964 members 
Mstep: Class 22 contains 43029 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16289 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4874 members 
Mstep: Class 29 contains 117246 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4239 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6418 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271272.000000 Penalty: 145996.140625
Iteration 348Q: 44 clusters Score -1.112713e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 12941 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40054 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 161862 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 89898 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83219 members 
Mstep: Class 21 contains 14961 members 
Mstep: Class 22 contains 43075 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24161 members 
Mstep: Class 28 contains 4877 members 
Mstep: Class 29 contains 117257 members 
Mstep: Class 30 contains 47744 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6422 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271136.000000 Penalty: 145996.140625
Iteration 349Q: 44 clusters Score -1.112711e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40036 members 
Mstep: Class 10 contains 7436 members 
Mstep: Class 11 contains 161860 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 89913 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83211 members 
Mstep: Class 21 contains 14959 members 
Mstep: Class 22 contains 43110 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16176 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24158 members 
Mstep: Class 28 contains 4886 members 
Mstep: Class 29 contains 117273 members 
Mstep: Class 30 contains 47742 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6426 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271160.000000 Penalty: 145996.140625
Iteration 350Q: 44 clusters Score -1.112712e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40010 members 
Mstep: Class 10 contains 7438 members 
Mstep: Class 11 contains 161871 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 89929 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 83183 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 43130 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 16161 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4894 members 
Mstep: Class 29 contains 117289 members 
Mstep: Class 30 contains 47741 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6429 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271224.000000 Penalty: 145996.140625
Iteration 351Q: 44 clusters Score -1.112712e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 10094 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 40002 members 
Mstep: Class 10 contains 7438 members 
Mstep: Class 11 contains 161879 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 89944 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83159 members 
Mstep: Class 21 contains 14954 members 
Mstep: Class 22 contains 43145 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16132 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 4897 members 
Mstep: Class 29 contains 117304 members 
Mstep: Class 30 contains 47733 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4228 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6434 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3276 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271208.000000 Penalty: 145996.140625
Iteration 352Q: 44 clusters Score -1.112712e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39995 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 161877 members 
Mstep: Class 12 contains 5964 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6886 members 
Mstep: Class 18 contains 89958 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83134 members 
Mstep: Class 21 contains 14951 members 
Mstep: Class 22 contains 43174 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16103 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4901 members 
Mstep: Class 29 contains 117306 members 
Mstep: Class 30 contains 47733 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6439 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 3277 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271344.000000 Penalty: 145996.140625
Iteration 353Q: 44 clusters Score -1.112713e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39976 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 161870 members 
Mstep: Class 12 contains 5964 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6886 members 
Mstep: Class 18 contains 89977 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83119 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 16084 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 117305 members 
Mstep: Class 30 contains 47730 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6445 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3277 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271408.000000 Penalty: 145996.140625
Iteration 354Q: 44 clusters Score -1.112714e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39956 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 161870 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 51891 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6890 members 
Mstep: Class 18 contains 89991 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83089 members 
Mstep: Class 21 contains 14944 members 
Mstep: Class 22 contains 43227 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 16077 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 117311 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6448 members 
Mstep: Class 35 contains 8429 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3277 members 
Mstep: Class 41 contains 2908 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271352.000000 Penalty: 145996.140625
Iteration 355Q: 44 clusters Score -1.112714e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39933 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 161868 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51888 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 90007 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83061 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 43253 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 16072 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 4916 members 
Mstep: Class 29 contains 117310 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6450 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 3277 members 
Mstep: Class 41 contains 2909 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271376.000000 Penalty: 145996.140625
Iteration 356Q: 44 clusters Score -1.112714e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 12939 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39918 members 
Mstep: Class 10 contains 7441 members 
Mstep: Class 11 contains 161867 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90019 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83036 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 22 contains 43281 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 117314 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1068 members 
Mstep: Class 40 contains 3277 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271448.000000 Penalty: 145996.140625
Iteration 357Q: 44 clusters Score -1.112714e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 12939 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39889 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90031 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83023 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43303 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 16051 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 117317 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 2902 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271632.000000 Penalty: 145996.140625
Iteration 358Q: 44 clusters Score -1.112716e+08 nChanged 200
Entering ConstructFrom: 
Score: -111271632.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -794989.062500 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -794989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -789633.562500 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -789633.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -791146.437500 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -791146.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -791577.937500 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -791577.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -792069.875000 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -792069.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -792609.312500 Penalty: 4343.314453
	Iteration 4F: 3 clusters Score -792609.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -793170.187500 Penalty: 4343.314453
	Iteration 5F: 3 clusters Score -793170.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -793635.375000 Penalty: 4343.314453
	Iteration 6F: 3 clusters Score -793635.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -794041.562500 Penalty: 4343.314453
	Iteration 7F: 3 clusters Score -794041.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -794368.750000 Penalty: 4343.314453
	Iteration 8Q: 3 clusters Score -794368.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -794714.250000 Penalty: 4343.314453
	Iteration 9Q: 3 clusters Score -794714.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -794981.625000 Penalty: 4343.314453
	Iteration 10Q: 3 clusters Score -794981.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -795139.437500 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -795139.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -795196.500000 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -795196.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -795235.937500 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -795235.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -795261.500000 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -795261.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -795278.875000 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -795278.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -795290.312500 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -795290.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -795297.937500 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -795297.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -795309.437500 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -795309.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -795318.687500 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -795318.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -795331.562500 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -795331.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -795340.875000 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -795340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -795347.750000 Penalty: 4343.314453
	Iteration 22Q: 3 clusters Score -795347.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -795355.687500 Penalty: 4343.314453
	Iteration 23Q: 3 clusters Score -795355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -795361.562500 Penalty: 4343.314453
	Iteration 24Q: 3 clusters Score -795361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -795366.000000 Penalty: 4343.314453
	Iteration 25Q: 3 clusters Score -795366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -795370.187500 Penalty: 4343.314453
	Iteration 26Q: 3 clusters Score -795370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -795373.562500 Penalty: 4343.314453
	Iteration 27Q: 3 clusters Score -795373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -795375.812500 Penalty: 4343.314453
	Iteration 28Q: 3 clusters Score -795375.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -795380.812500 Penalty: 4343.314453
	Iteration 29Q: 3 clusters Score -795380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -795385.750000 Penalty: 4343.314453
	Iteration 30Q: 3 clusters Score -795385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -795393.562500 Penalty: 4343.314453
	Iteration 31Q: 3 clusters Score -795393.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -795402.000000 Penalty: 4343.314453
	Iteration 32Q: 3 clusters Score -795402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -795407.187500 Penalty: 4343.314453
	Iteration 33Q: 3 clusters Score -795407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -795411.375000 Penalty: 4343.314453
	Iteration 34Q: 3 clusters Score -795411.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -795417.875000 Penalty: 4343.314453
	Iteration 35Q: 3 clusters Score -795417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -795423.750000 Penalty: 4343.314453
	Iteration 36Q: 3 clusters Score -795423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -795427.187500 Penalty: 4343.314453
	Iteration 37Q: 3 clusters Score -795427.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -795435.000000 Penalty: 4343.314453
	Iteration 38Q: 3 clusters Score -795435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -795445.562500 Penalty: 4343.314453
	Iteration 39Q: 3 clusters Score -795445.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -795452.687500 Penalty: 4343.314453
	Iteration 40F: 3 clusters Score -795452.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -795468.250000 Penalty: 4343.314453
	Iteration 41Q: 3 clusters Score -795468.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -795474.875000 Penalty: 4343.314453
	Iteration 42Q: 3 clusters Score -795474.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -795486.750000 Penalty: 4343.314453
	Iteration 43Q: 3 clusters Score -795486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -795495.562500 Penalty: 4343.314453
	Iteration 44Q: 3 clusters Score -795495.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -795503.062500 Penalty: 4343.314453
	Iteration 45Q: 3 clusters Score -795503.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -795511.562500 Penalty: 4343.314453
	Iteration 46Q: 3 clusters Score -795511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -795518.125000 Penalty: 4343.314453
	Iteration 47Q: 3 clusters Score -795518.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -795527.875000 Penalty: 4343.314453
	Iteration 48Q: 3 clusters Score -795527.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -795539.125000 Penalty: 4343.314453
	Iteration 49Q: 3 clusters Score -795539.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -795547.375000 Penalty: 4343.314453
	Iteration 50Q: 3 clusters Score -795547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -795548.750000 Penalty: 4343.314453
	Iteration 51Q: 3 clusters Score -795548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -795548.625000 Penalty: 4343.314453
	Iteration 52Q: 3 clusters Score -795548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -795556.125000 Penalty: 4343.314453
	Iteration 53Q: 3 clusters Score -795556.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -795558.500000 Penalty: 4343.314453
	Iteration 54Q: 3 clusters Score -795558.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -795563.687500 Penalty: 4343.314453
	Iteration 55Q: 3 clusters Score -795563.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -795570.062500 Penalty: 4343.314453
	Iteration 56Q: 3 clusters Score -795570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -795576.062500 Penalty: 4343.314453
	Iteration 57Q: 3 clusters Score -795576.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -795582.187500 Penalty: 4343.314453
	Iteration 58Q: 3 clusters Score -795582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -795584.375000 Penalty: 4343.314453
	Iteration 59Q: 3 clusters Score -795584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -795586.437500 Penalty: 4343.314453
	Iteration 60F: 3 clusters Score -795586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -795587.250000 Penalty: 4343.314453
	Iteration 61Q: 3 clusters Score -795587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -795588.750000 Penalty: 4343.314453
	Iteration 62Q: 3 clusters Score -795588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -795590.562500 Penalty: 4343.314453
	Iteration 63Q: 3 clusters Score -795590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -795590.562500 Penalty: 4343.314453
	Iteration 64F: 3 clusters Score -795590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39863 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 161875 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90042 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83016 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16034 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30384 members 
Mstep: Class 44 contains 2166 members 
Entering Unmasked Estep 
Score: -111271256.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111271632.000000 to -111271256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -697720.625000 Penalty: 2135.675293
	Iteration 0F: 2 clusters Score -697720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -692947.000000 Penalty: 4271.350586
	Iteration 0F: 3 clusters Score -692947 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -694186.250000 Penalty: 4271.350586
	Iteration 1F: 3 clusters Score -694186.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -694499.625000 Penalty: 4271.350586
	Iteration 2F: 3 clusters Score -694499.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -694689.312500 Penalty: 4271.350586
	Iteration 3F: 3 clusters Score -694689.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -694879.500000 Penalty: 4271.350586
	Iteration 4Q: 3 clusters Score -694879.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -695104.500000 Penalty: 4271.350586
	Iteration 5Q: 3 clusters Score -695104.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -695330.687500 Penalty: 4271.350586
	Iteration 6Q: 3 clusters Score -695330.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -695531.750000 Penalty: 4271.350586
	Iteration 7Q: 3 clusters Score -695531.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -695718.375000 Penalty: 4271.350586
	Iteration 8Q: 3 clusters Score -695718.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -695892.437500 Penalty: 4271.350586
	Iteration 9Q: 3 clusters Score -695892.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -696009.750000 Penalty: 4271.350586
	Iteration 10Q: 3 clusters Score -696009.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -696094.437500 Penalty: 4271.350586
	Iteration 11Q: 3 clusters Score -696094.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -696168.625000 Penalty: 4271.350586
	Iteration 12Q: 3 clusters Score -696168.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -696207.437500 Penalty: 4271.350586
	Iteration 13Q: 3 clusters Score -696207.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -696234.000000 Penalty: 4271.350586
	Iteration 14Q: 3 clusters Score -696234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -696255.125000 Penalty: 4271.350586
	Iteration 15Q: 3 clusters Score -696255.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -696269.000000 Penalty: 4271.350586
	Iteration 16Q: 3 clusters Score -696269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -696281.312500 Penalty: 4271.350586
	Iteration 17Q: 3 clusters Score -696281.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -696291.937500 Penalty: 4271.350586
	Iteration 18Q: 3 clusters Score -696291.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -696299.750000 Penalty: 4271.350586
	Iteration 19Q: 3 clusters Score -696299.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -696308.437500 Penalty: 4271.350586
	Iteration 20F: 3 clusters Score -696308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -696311.000000 Penalty: 4271.350586
	Iteration 21Q: 3 clusters Score -696311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -696311.187500 Penalty: 4271.350586
	Iteration 22Q: 3 clusters Score -696311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -696314.187500 Penalty: 4271.350586
	Iteration 23Q: 3 clusters Score -696314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -696316.437500 Penalty: 4271.350586
	Iteration 24Q: 3 clusters Score -696316.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -696321.312500 Penalty: 4271.350586
	Iteration 25Q: 3 clusters Score -696321.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -696325.625000 Penalty: 4271.350586
	Iteration 26Q: 3 clusters Score -696325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -696329.812500 Penalty: 4271.350586
	Iteration 27Q: 3 clusters Score -696329.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -696333.625000 Penalty: 4271.350586
	Iteration 28Q: 3 clusters Score -696333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -696336.437500 Penalty: 4271.350586
	Iteration 29Q: 3 clusters Score -696336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -696338.937500 Penalty: 4271.350586
	Iteration 30Q: 3 clusters Score -696338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -696339.625000 Penalty: 4271.350586
	Iteration 31Q: 3 clusters Score -696339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -696339.250000 Penalty: 4271.350586
	Iteration 32Q: 3 clusters Score -696339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -696339.312500 Penalty: 4271.350586
	Iteration 33Q: 3 clusters Score -696339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -696340.500000 Penalty: 4271.350586
	Iteration 34Q: 3 clusters Score -696340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -696341.875000 Penalty: 4271.350586
	Iteration 35Q: 3 clusters Score -696341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -696343.687500 Penalty: 4271.350586
	Iteration 36Q: 3 clusters Score -696343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -696345.812500 Penalty: 4271.350586
	Iteration 37Q: 3 clusters Score -696345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -696346.125000 Penalty: 4271.350586
	Iteration 38Q: 3 clusters Score -696346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -696347.625000 Penalty: 4271.350586
	Iteration 39Q: 3 clusters Score -696347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -696349.687500 Penalty: 4271.350586
	Iteration 40F: 3 clusters Score -696349.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -696354.125000 Penalty: 4271.350586
	Iteration 41Q: 3 clusters Score -696354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -696355.375000 Penalty: 4271.350586
	Iteration 42Q: 3 clusters Score -696355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -696356.562500 Penalty: 4271.350586
	Iteration 43Q: 3 clusters Score -696356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -696356.562500 Penalty: 4271.350586
	Iteration 44F: 3 clusters Score -696356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Entering Unmasked Estep 
Score: -1678361.750000 Penalty: 2348.083496
	Iteration 0F: 2 clusters Score -1678362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1668767.875000 Penalty: 4696.166992
	Iteration 0F: 3 clusters Score -1668768 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1671708.875000 Penalty: 4696.166992
	Iteration 1F: 3 clusters Score -1671709 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1672015.500000 Penalty: 4696.166992
	Iteration 2F: 3 clusters Score -1672016 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1672236.375000 Penalty: 4696.166992
	Iteration 3Q: 3 clusters Score -1672236 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1672407.250000 Penalty: 4696.166992
	Iteration 4Q: 3 clusters Score -1672407 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1672535.500000 Penalty: 4696.166992
	Iteration 5Q: 3 clusters Score -1672536 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1672650.625000 Penalty: 4696.166992
	Iteration 6Q: 3 clusters Score -1672651 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1672754.125000 Penalty: 4696.166992
	Iteration 7Q: 3 clusters Score -1672754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1672860.750000 Penalty: 4696.166992
	Iteration 8Q: 3 clusters Score -1672861 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1672977.750000 Penalty: 4696.166992
	Iteration 9Q: 3 clusters Score -1672978 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1673094.750000 Penalty: 4696.166992
	Iteration 10Q: 3 clusters Score -1673095 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1673236.125000 Penalty: 4696.166992
	Iteration 11Q: 3 clusters Score -1673236 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1673382.625000 Penalty: 4696.166992
	Iteration 12Q: 3 clusters Score -1673383 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1673573.250000 Penalty: 4696.166992
	Iteration 13Q: 3 clusters Score -1673573 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1673748.250000 Penalty: 4696.166992
	Iteration 14Q: 3 clusters Score -1673748 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1673905.625000 Penalty: 4696.166992
	Iteration 15Q: 3 clusters Score -1673906 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1674050.875000 Penalty: 4696.166992
	Iteration 16Q: 3 clusters Score -1674051 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1674184.875000 Penalty: 4696.166992
	Iteration 17Q: 3 clusters Score -1674185 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1674293.250000 Penalty: 4696.166992
	Iteration 18Q: 3 clusters Score -1674293 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1674381.750000 Penalty: 4696.166992
	Iteration 19Q: 3 clusters Score -1674382 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1674469.250000 Penalty: 4696.166992
	Iteration 20F: 3 clusters Score -1674469 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1674570.500000 Penalty: 4696.166992
	Iteration 21Q: 3 clusters Score -1674570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1674678.250000 Penalty: 4696.166992
	Iteration 22Q: 3 clusters Score -1674678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1674779.375000 Penalty: 4696.166992
	Iteration 23Q: 3 clusters Score -1674779 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1674879.250000 Penalty: 4696.166992
	Iteration 24Q: 3 clusters Score -1674879 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1674966.250000 Penalty: 4696.166992
	Iteration 25Q: 3 clusters Score -1674966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1675037.250000 Penalty: 4696.166992
	Iteration 26Q: 3 clusters Score -1675037 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1675115.250000 Penalty: 4696.166992
	Iteration 27Q: 3 clusters Score -1675115 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1675211.125000 Penalty: 4696.166992
	Iteration 28Q: 3 clusters Score -1675211 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1675296.375000 Penalty: 4696.166992
	Iteration 29Q: 3 clusters Score -1675296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1675378.750000 Penalty: 4696.166992
	Iteration 30Q: 3 clusters Score -1675379 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1675448.875000 Penalty: 4696.166992
	Iteration 31Q: 3 clusters Score -1675449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1675537.125000 Penalty: 4696.166992
	Iteration 32Q: 3 clusters Score -1675537 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1675615.000000 Penalty: 4696.166992
	Iteration 33Q: 3 clusters Score -1675615 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1675706.625000 Penalty: 4696.166992
	Iteration 34Q: 3 clusters Score -1675707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1675804.875000 Penalty: 4696.166992
	Iteration 35Q: 3 clusters Score -1675805 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1675910.125000 Penalty: 4696.166992
	Iteration 36Q: 3 clusters Score -1675910 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1676004.000000 Penalty: 4696.166992
	Iteration 37Q: 3 clusters Score -1676004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1676085.375000 Penalty: 4696.166992
	Iteration 38Q: 3 clusters Score -1676085 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1676175.250000 Penalty: 4696.166992
	Iteration 39Q: 3 clusters Score -1676175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1676247.750000 Penalty: 4696.166992
	Iteration 40F: 3 clusters Score -1676248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1676292.750000 Penalty: 4696.166992
	Iteration 41Q: 3 clusters Score -1676293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1676330.125000 Penalty: 4696.166992
	Iteration 42Q: 3 clusters Score -1676330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1676373.000000 Penalty: 4696.166992
	Iteration 43Q: 3 clusters Score -1676373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1676405.625000 Penalty: 4696.166992
	Iteration 44Q: 3 clusters Score -1676406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1676422.000000 Penalty: 4696.166992
	Iteration 45Q: 3 clusters Score -1676422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1676428.625000 Penalty: 4696.166992
	Iteration 46Q: 3 clusters Score -1676429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1676437.000000 Penalty: 4696.166992
	Iteration 47Q: 3 clusters Score -1676437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1676439.625000 Penalty: 4696.166992
	Iteration 48Q: 3 clusters Score -1676440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1676446.750000 Penalty: 4696.166992
	Iteration 49Q: 3 clusters Score -1676447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1676453.625000 Penalty: 4696.166992
	Iteration 50Q: 3 clusters Score -1676454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1676459.500000 Penalty: 4696.166992
	Iteration 51Q: 3 clusters Score -1676460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1676458.750000 Penalty: 4696.166992
	Iteration 52Q: 3 clusters Score -1676459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1676459.375000 Penalty: 4696.166992
	Iteration 53Q: 3 clusters Score -1676459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1676464.125000 Penalty: 4696.166992
	Iteration 54Q: 3 clusters Score -1676464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1676466.625000 Penalty: 4696.166992
	Iteration 55Q: 3 clusters Score -1676467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1676469.625000 Penalty: 4696.166992
	Iteration 56Q: 3 clusters Score -1676470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1676471.625000 Penalty: 4696.166992
	Iteration 57Q: 3 clusters Score -1676472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1676472.625000 Penalty: 4696.166992
	Iteration 58Q: 3 clusters Score -1676473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1676472.500000 Penalty: 4696.166992
	Iteration 59Q: 3 clusters Score -1676472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1676473.500000 Penalty: 4696.166992
	Iteration 60F: 3 clusters Score -1676474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1676472.750000 Penalty: 4696.166992
	Iteration 61Q: 3 clusters Score -1676473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1676472.625000 Penalty: 4696.166992
	Iteration 62Q: 3 clusters Score -1676473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1676472.625000 Penalty: 4696.166992
	Iteration 63F: 3 clusters Score -1676473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Entering Unmasked Estep 
Score: -1221943.500000 Penalty: 2286.189697
	Iteration 0F: 2 clusters Score -1221944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1214278.625000 Penalty: 4572.379395
	Iteration 0F: 3 clusters Score -1214279 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1216837.875000 Penalty: 4572.379395
	Iteration 1F: 3 clusters Score -1216838 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1217547.625000 Penalty: 4572.379395
	Iteration 2F: 3 clusters Score -1217548 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1218214.250000 Penalty: 4572.379395
	Iteration 3F: 3 clusters Score -1218214 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1218788.375000 Penalty: 4572.379395
	Iteration 4F: 3 clusters Score -1218788 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1219296.375000 Penalty: 4572.379395
	Iteration 5F: 3 clusters Score -1219296 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1219711.875000 Penalty: 4572.379395
	Iteration 6F: 3 clusters Score -1219712 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1220002.500000 Penalty: 4572.379395
	Iteration 7Q: 3 clusters Score -1220002 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1220242.750000 Penalty: 4572.379395
	Iteration 8Q: 3 clusters Score -1220243 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1220413.875000 Penalty: 4572.379395
	Iteration 9Q: 3 clusters Score -1220414 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1220543.375000 Penalty: 4572.379395
	Iteration 10Q: 3 clusters Score -1220543 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1220627.875000 Penalty: 4572.379395
	Iteration 11Q: 3 clusters Score -1220628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1220682.375000 Penalty: 4572.379395
	Iteration 12Q: 3 clusters Score -1220682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1220728.500000 Penalty: 4572.379395
	Iteration 13Q: 3 clusters Score -1220728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1220772.000000 Penalty: 4572.379395
	Iteration 14Q: 3 clusters Score -1220772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1220813.000000 Penalty: 4572.379395
	Iteration 15Q: 3 clusters Score -1220813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1220838.750000 Penalty: 4572.379395
	Iteration 16Q: 3 clusters Score -1220839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1220871.375000 Penalty: 4572.379395
	Iteration 17Q: 3 clusters Score -1220871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1220901.625000 Penalty: 4572.379395
	Iteration 18Q: 3 clusters Score -1220902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1220928.250000 Penalty: 4572.379395
	Iteration 19Q: 3 clusters Score -1220928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1220942.250000 Penalty: 4572.379395
	Iteration 20F: 3 clusters Score -1220942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1220949.625000 Penalty: 4572.379395
	Iteration 21Q: 3 clusters Score -1220950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1220958.000000 Penalty: 4572.379395
	Iteration 22Q: 3 clusters Score -1220958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1220965.250000 Penalty: 4572.379395
	Iteration 23Q: 3 clusters Score -1220965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1220972.250000 Penalty: 4572.379395
	Iteration 24Q: 3 clusters Score -1220972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1220980.500000 Penalty: 4572.379395
	Iteration 25Q: 3 clusters Score -1220980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1220985.125000 Penalty: 4572.379395
	Iteration 26Q: 3 clusters Score -1220985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1220986.250000 Penalty: 4572.379395
	Iteration 27Q: 3 clusters Score -1220986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1220989.750000 Penalty: 4572.379395
	Iteration 28Q: 3 clusters Score -1220990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1220993.250000 Penalty: 4572.379395
	Iteration 29Q: 3 clusters Score -1220993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1220994.000000 Penalty: 4572.379395
	Iteration 30Q: 3 clusters Score -1220994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1220994.875000 Penalty: 4572.379395
	Iteration 31Q: 3 clusters Score -1220995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1220994.375000 Penalty: 4572.379395
	Iteration 32Q: 3 clusters Score -1220994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1220995.125000 Penalty: 4572.379395
	Iteration 33Q: 3 clusters Score -1220995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1220993.250000 Penalty: 4572.379395
	Iteration 34Q: 3 clusters Score -1220993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1220996.875000 Penalty: 4572.379395
	Iteration 35Q: 3 clusters Score -1220997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1220996.875000 Penalty: 4572.379395
	Iteration 36F: 3 clusters Score -1220997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -197894.359375 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197894.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -198364.734375 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198364.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198516.968750 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198629.656250 Penalty: 3692.927002
	Iteration 3F: 3 clusters Score -198629.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -198703.406250 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198703.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198756.078125 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198756.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198794.921875 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198794.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198843.515625 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198843.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -198885.359375 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198885.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198913.546875 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198913.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -198935.765625 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -198935.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198946.265625 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -198946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -198951.671875 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -198951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198955.406250 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -198955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198958.890625 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -198958.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198964.546875 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -198964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198967.046875 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -198967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198967.484375 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -198967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198967.781250 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -198967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198968.750000 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -198968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198968.750000 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -198968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -60544.781250 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -60544.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59053.894531 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -59053.89 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59287.046875 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -59287.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59438.429688 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -59438.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59598.570312 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -59598.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59681.539062 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -59681.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -59739.105469 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -59739.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -59770.679688 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -59770.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59806.851562 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -59806.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -59821.042969 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -59821.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59840.359375 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -59840.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59860.082031 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -59860.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59892.785156 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -59892.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -59961.386719 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -59961.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -60030.773438 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -60030.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60107.250000 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -60107.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -60153.367188 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -60153.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -60196.402344 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -60196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60256.246094 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -60256.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60281.597656 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -60281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60307.898438 Penalty: 3095.176758
	Iteration 19F: 3 clusters Score -60307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60467.777344 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -60467.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60633.140625 Penalty: 3095.176758
	Iteration 21Q: 3 clusters Score -60633.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60711.691406 Penalty: 3095.176758
	Iteration 22Q: 3 clusters Score -60711.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60718.058594 Penalty: 3095.176758
	Iteration 23Q: 3 clusters Score -60718.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60718.058594 Penalty: 3095.176758
	Iteration 24F: 3 clusters Score -60718.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39863 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 161875 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90042 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83016 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16034 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30384 members 
Mstep: Class 44 contains 165 members 
Entering Unmasked Estep 
Score: -111269976.000000 Penalty: 149391.406250
Splitting cluster 6 changes total score from -111271632.000000 to -111269976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -234987.015625 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -234987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232384.546875 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -232384.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232870.468750 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -232870.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -233039.875000 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -233039.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -233134.515625 Penalty: 3741.463623
	Iteration 3F: 3 clusters Score -233134.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -233200.750000 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -233200.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233244.609375 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -233244.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -233283.812500 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -233283.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -233305.218750 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -233305.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -233323.468750 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -233323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -233339.359375 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -233339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -233356.328125 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -233356.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -233370.140625 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -233370.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -233386.828125 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -233386.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -233408.140625 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -233408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -233427.687500 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -233427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -233448.328125 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -233448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -233465.031250 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -233465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -233483.781250 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -233483.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -233501.265625 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -233501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -233515.562500 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -233515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -233529.593750 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -233529.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -233538.343750 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -233538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -233543.562500 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -233543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -233547.484375 Penalty: 3741.463623
	Iteration 23Q: 3 clusters Score -233547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -233548.859375 Penalty: 3741.463623
	Iteration 24Q: 3 clusters Score -233548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -233549.828125 Penalty: 3741.463623
	Iteration 25Q: 3 clusters Score -233549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -233550.437500 Penalty: 3741.463623
	Iteration 26Q: 3 clusters Score -233550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -233550.890625 Penalty: 3741.463623
	Iteration 27Q: 3 clusters Score -233550.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -233550.890625 Penalty: 3741.463623
	Iteration 28F: 3 clusters Score -233550.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84067.828125 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -84067.83 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84824.820312 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84824.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85379.468750 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -85379.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85729.281250 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85729.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86081.085938 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -86081.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86345.000000 Penalty: 3298.538330
	Iteration 5F: 3 clusters Score -86345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86534.492188 Penalty: 3298.538330
	Iteration 6F: 3 clusters Score -86534.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86656.953125 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -86656.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86796.257812 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -86796.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86920.148438 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -86920.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86921.531250 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -86921.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86921.531250 Penalty: 3298.538330
	Iteration 11F: 3 clusters Score -86921.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 39863 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 161875 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90042 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83016 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16034 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30384 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
Score: -111271360.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111271632.000000 to -111271360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (39863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Entering Unmasked Estep 
Score: -5132193.500000 Penalty: 2627.114502
	Iteration 0F: 2 clusters Score -5132194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5104987.500000 Penalty: 5254.229004
	Iteration 0F: 3 clusters Score -5104988 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5115190.500000 Penalty: 5254.229004
	Iteration 1F: 3 clusters Score -5115190 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5115954.500000 Penalty: 5254.229004
	Iteration 2F: 3 clusters Score -5115954 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -5116687.500000 Penalty: 5254.229004
	Iteration 3Q: 3 clusters Score -5116688 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5117451.000000 Penalty: 5254.229004
	Iteration 4Q: 3 clusters Score -5117451 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5118382.500000 Penalty: 5254.229004
	Iteration 5Q: 3 clusters Score -5118382 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5119403.500000 Penalty: 5254.229004
	Iteration 6Q: 3 clusters Score -5119404 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5120790.500000 Penalty: 5254.229004
	Iteration 7F: 3 clusters Score -5120790 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -5122231.000000 Penalty: 5254.229004
	Iteration 8F: 3 clusters Score -5122231 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5123665.500000 Penalty: 5254.229004
	Iteration 9F: 3 clusters Score -5123666 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5124791.500000 Penalty: 5254.229004
	Iteration 10F: 3 clusters Score -5124792 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -5125522.000000 Penalty: 5254.229004
	Iteration 11Q: 3 clusters Score -5125522 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5125951.000000 Penalty: 5254.229004
	Iteration 12Q: 3 clusters Score -5125951 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5126242.500000 Penalty: 5254.229004
	Iteration 13Q: 3 clusters Score -5126242 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5126431.000000 Penalty: 5254.229004
	Iteration 14Q: 3 clusters Score -5126431 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5126585.500000 Penalty: 5254.229004
	Iteration 15Q: 3 clusters Score -5126586 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5126698.500000 Penalty: 5254.229004
	Iteration 16Q: 3 clusters Score -5126698 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5126831.500000 Penalty: 5254.229004
	Iteration 17Q: 3 clusters Score -5126832 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5126938.000000 Penalty: 5254.229004
	Iteration 18Q: 3 clusters Score -5126938 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5127039.500000 Penalty: 5254.229004
	Iteration 19Q: 3 clusters Score -5127040 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5127141.500000 Penalty: 5254.229004
	Iteration 20F: 3 clusters Score -5127142 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5127271.500000 Penalty: 5254.229004
	Iteration 21Q: 3 clusters Score -5127272 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5127372.500000 Penalty: 5254.229004
	Iteration 22Q: 3 clusters Score -5127372 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5127470.000000 Penalty: 5254.229004
	Iteration 23Q: 3 clusters Score -5127470 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5127514.000000 Penalty: 5254.229004
	Iteration 24Q: 3 clusters Score -5127514 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5127624.500000 Penalty: 5254.229004
	Iteration 25Q: 3 clusters Score -5127624 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5127696.500000 Penalty: 5254.229004
	Iteration 26Q: 3 clusters Score -5127696 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5127764.500000 Penalty: 5254.229004
	Iteration 27Q: 3 clusters Score -5127764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5127831.000000 Penalty: 5254.229004
	Iteration 28Q: 3 clusters Score -5127831 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5127882.500000 Penalty: 5254.229004
	Iteration 29Q: 3 clusters Score -5127882 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5127911.000000 Penalty: 5254.229004
	Iteration 30Q: 3 clusters Score -5127911 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5127943.500000 Penalty: 5254.229004
	Iteration 31Q: 3 clusters Score -5127944 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5127971.000000 Penalty: 5254.229004
	Iteration 32Q: 3 clusters Score -5127971 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5127975.500000 Penalty: 5254.229004
	Iteration 33Q: 3 clusters Score -5127976 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5128008.000000 Penalty: 5254.229004
	Iteration 34Q: 3 clusters Score -5128008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5128024.000000 Penalty: 5254.229004
	Iteration 35Q: 3 clusters Score -5128024 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5128060.000000 Penalty: 5254.229004
	Iteration 36Q: 3 clusters Score -5128060 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5128094.000000 Penalty: 5254.229004
	Iteration 37Q: 3 clusters Score -5128094 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5128118.500000 Penalty: 5254.229004
	Iteration 38Q: 3 clusters Score -5128118 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5128152.000000 Penalty: 5254.229004
	Iteration 39Q: 3 clusters Score -5128152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5128204.500000 Penalty: 5254.229004
	Iteration 40F: 3 clusters Score -5128204 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5128234.000000 Penalty: 5254.229004
	Iteration 41Q: 3 clusters Score -5128234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5128260.500000 Penalty: 5254.229004
	Iteration 42Q: 3 clusters Score -5128260 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5128279.500000 Penalty: 5254.229004
	Iteration 43Q: 3 clusters Score -5128280 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5128287.500000 Penalty: 5254.229004
	Iteration 44Q: 3 clusters Score -5128288 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5128334.000000 Penalty: 5254.229004
	Iteration 45Q: 3 clusters Score -5128334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -5128376.500000 Penalty: 5254.229004
	Iteration 46Q: 3 clusters Score -5128376 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5128414.000000 Penalty: 5254.229004
	Iteration 47Q: 3 clusters Score -5128414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -5128481.000000 Penalty: 5254.229004
	Iteration 48Q: 3 clusters Score -5128481 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -5128516.500000 Penalty: 5254.229004
	Iteration 49Q: 3 clusters Score -5128516 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5128559.000000 Penalty: 5254.229004
	Iteration 50Q: 3 clusters Score -5128559 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5128599.000000 Penalty: 5254.229004
	Iteration 51Q: 3 clusters Score -5128599 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5128637.500000 Penalty: 5254.229004
	Iteration 52Q: 3 clusters Score -5128638 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5128672.500000 Penalty: 5254.229004
	Iteration 53Q: 3 clusters Score -5128672 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5128730.500000 Penalty: 5254.229004
	Iteration 54Q: 3 clusters Score -5128730 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5128785.000000 Penalty: 5254.229004
	Iteration 55Q: 3 clusters Score -5128785 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5128823.000000 Penalty: 5254.229004
	Iteration 56Q: 3 clusters Score -5128823 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5128887.000000 Penalty: 5254.229004
	Iteration 57Q: 3 clusters Score -5128887 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5128916.500000 Penalty: 5254.229004
	Iteration 58Q: 3 clusters Score -5128916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5128969.000000 Penalty: 5254.229004
	Iteration 59Q: 3 clusters Score -5128969 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5129014.500000 Penalty: 5254.229004
	Iteration 60F: 3 clusters Score -5129014 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5129040.500000 Penalty: 5254.229004
	Iteration 61Q: 3 clusters Score -5129040 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5129077.000000 Penalty: 5254.229004
	Iteration 62Q: 3 clusters Score -5129077 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5129119.500000 Penalty: 5254.229004
	Iteration 63Q: 3 clusters Score -5129120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5129143.500000 Penalty: 5254.229004
	Iteration 64Q: 3 clusters Score -5129144 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5129203.500000 Penalty: 5254.229004
	Iteration 65Q: 3 clusters Score -5129204 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5129220.500000 Penalty: 5254.229004
	Iteration 66Q: 3 clusters Score -5129220 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -5129268.500000 Penalty: 5254.229004
	Iteration 67Q: 3 clusters Score -5129268 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -5129310.000000 Penalty: 5254.229004
	Iteration 68Q: 3 clusters Score -5129310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -5129328.500000 Penalty: 5254.229004
	Iteration 69Q: 3 clusters Score -5129328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5129347.000000 Penalty: 5254.229004
	Iteration 70Q: 3 clusters Score -5129347 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -5129386.500000 Penalty: 5254.229004
	Iteration 71Q: 3 clusters Score -5129386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -5129431.500000 Penalty: 5254.229004
	Iteration 72Q: 3 clusters Score -5129432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -5129476.500000 Penalty: 5254.229004
	Iteration 73Q: 3 clusters Score -5129476 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -5129516.500000 Penalty: 5254.229004
	Iteration 74Q: 3 clusters Score -5129516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -5129554.500000 Penalty: 5254.229004
	Iteration 75Q: 3 clusters Score -5129554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5129613.000000 Penalty: 5254.229004
	Iteration 76Q: 3 clusters Score -5129613 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5129620.500000 Penalty: 5254.229004
	Iteration 77Q: 3 clusters Score -5129620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -5129655.000000 Penalty: 5254.229004
	Iteration 78Q: 3 clusters Score -5129655 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -5129710.000000 Penalty: 5254.229004
	Iteration 79Q: 3 clusters Score -5129710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -5129737.000000 Penalty: 5254.229004
	Iteration 80F: 3 clusters Score -5129737 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5129785.500000 Penalty: 5254.229004
	Iteration 81Q: 3 clusters Score -5129786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -5129809.500000 Penalty: 5254.229004
	Iteration 82Q: 3 clusters Score -5129810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -5129844.500000 Penalty: 5254.229004
	Iteration 83Q: 3 clusters Score -5129844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -5129876.000000 Penalty: 5254.229004
	Iteration 84Q: 3 clusters Score -5129876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -5129907.500000 Penalty: 5254.229004
	Iteration 85Q: 3 clusters Score -5129908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -5129930.500000 Penalty: 5254.229004
	Iteration 86Q: 3 clusters Score -5129930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5129965.500000 Penalty: 5254.229004
	Iteration 87Q: 3 clusters Score -5129966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5130010.500000 Penalty: 5254.229004
	Iteration 88Q: 3 clusters Score -5130010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5130062.500000 Penalty: 5254.229004
	Iteration 89Q: 3 clusters Score -5130062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5130127.500000 Penalty: 5254.229004
	Iteration 90Q: 3 clusters Score -5130128 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5130250.000000 Penalty: 5254.229004
	Iteration 91Q: 3 clusters Score -5130250 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5130370.000000 Penalty: 5254.229004
	Iteration 92Q: 3 clusters Score -5130370 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5130489.000000 Penalty: 5254.229004
	Iteration 93Q: 3 clusters Score -5130489 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5130609.000000 Penalty: 5254.229004
	Iteration 94Q: 3 clusters Score -5130609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5130652.500000 Penalty: 5254.229004
	Iteration 95Q: 3 clusters Score -5130652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5130665.000000 Penalty: 5254.229004
	Iteration 96Q: 3 clusters Score -5130665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5130677.500000 Penalty: 5254.229004
	Iteration 97Q: 3 clusters Score -5130678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5130671.000000 Penalty: 5254.229004
	Iteration 98Q: 3 clusters Score -5130671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5130698.500000 Penalty: 5254.229004
	Iteration 99Q: 3 clusters Score -5130698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5130701.000000 Penalty: 5254.229004
	Iteration 100F: 3 clusters Score -5130701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5130698.000000 Penalty: 5254.229004
	Iteration 101Q: 3 clusters Score -5130698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5130690.000000 Penalty: 5254.229004
	Iteration 102Q: 3 clusters Score -5130690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5130690.000000 Penalty: 5254.229004
	Iteration 103Q: 3 clusters Score -5130690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -5130693.500000 Penalty: 5254.229004
	Iteration 104Q: 3 clusters Score -5130694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5130692.000000 Penalty: 5254.229004
	Iteration 105Q: 3 clusters Score -5130692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5130691.000000 Penalty: 5254.229004
	Iteration 106Q: 3 clusters Score -5130691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5130696.000000 Penalty: 5254.229004
	Iteration 107Q: 3 clusters Score -5130696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -5130693.000000 Penalty: 5254.229004
	Iteration 108Q: 3 clusters Score -5130693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5130692.500000 Penalty: 5254.229004
	Iteration 109Q: 3 clusters Score -5130692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5130695.000000 Penalty: 5254.229004
	Iteration 110Q: 3 clusters Score -5130695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5130704.500000 Penalty: 5254.229004
	Iteration 111Q: 3 clusters Score -5130704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5130704.000000 Penalty: 5254.229004
	Iteration 112Q: 3 clusters Score -5130704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5130703.500000 Penalty: 5254.229004
	Iteration 113Q: 3 clusters Score -5130704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5130704.500000 Penalty: 5254.229004
	Iteration 114Q: 3 clusters Score -5130704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5130708.500000 Penalty: 5254.229004
	Iteration 115Q: 3 clusters Score -5130708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5130712.000000 Penalty: 5254.229004
	Iteration 116Q: 3 clusters Score -5130712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5130704.000000 Penalty: 5254.229004
	Iteration 117Q: 3 clusters Score -5130704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5130702.000000 Penalty: 5254.229004
	Iteration 118Q: 3 clusters Score -5130702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5130706.000000 Penalty: 5254.229004
	Iteration 119Q: 3 clusters Score -5130706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5130707.000000 Penalty: 5254.229004
	Iteration 120F: 3 clusters Score -5130707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5130703.500000 Penalty: 5254.229004
	Iteration 121Q: 3 clusters Score -5130704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5130704.000000 Penalty: 5254.229004
	Iteration 122Q: 3 clusters Score -5130704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5130703.000000 Penalty: 5254.229004
	Iteration 123Q: 3 clusters Score -5130703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5130703.500000 Penalty: 5254.229004
	Iteration 124Q: 3 clusters Score -5130704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5130701.500000 Penalty: 5254.229004
	Iteration 125Q: 3 clusters Score -5130702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5130708.000000 Penalty: 5254.229004
	Iteration 126Q: 3 clusters Score -5130708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5130708.000000 Penalty: 5254.229004
	Iteration 127F: 3 clusters Score -5130708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Entering Unmasked Estep 
Score: -940100.125000 Penalty: 2211.093750
	Iteration 0F: 2 clusters Score -940100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -934023.437500 Penalty: 4422.187500
	Iteration 0F: 3 clusters Score -934023.4 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -935651.500000 Penalty: 4422.187500
	Iteration 1F: 3 clusters Score -935651.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -936020.187500 Penalty: 4422.187500
	Iteration 2F: 3 clusters Score -936020.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -936349.625000 Penalty: 4422.187500
	Iteration 3F: 3 clusters Score -936349.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -936668.187500 Penalty: 4422.187500
	Iteration 4F: 3 clusters Score -936668.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -936996.312500 Penalty: 4422.187500
	Iteration 5F: 3 clusters Score -936996.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -937366.375000 Penalty: 4422.187500
	Iteration 6F: 3 clusters Score -937366.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -937736.250000 Penalty: 4422.187500
	Iteration 7F: 3 clusters Score -937736.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -938084.812500 Penalty: 4422.187500
	Iteration 8F: 3 clusters Score -938084.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -938356.375000 Penalty: 4422.187500
	Iteration 9Q: 3 clusters Score -938356.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -938541.437500 Penalty: 4422.187500
	Iteration 10Q: 3 clusters Score -938541.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -938666.187500 Penalty: 4422.187500
	Iteration 11Q: 3 clusters Score -938666.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -938739.437500 Penalty: 4422.187500
	Iteration 12Q: 3 clusters Score -938739.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -938815.187500 Penalty: 4422.187500
	Iteration 13Q: 3 clusters Score -938815.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -938867.187500 Penalty: 4422.187500
	Iteration 14Q: 3 clusters Score -938867.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -938890.875000 Penalty: 4422.187500
	Iteration 15Q: 3 clusters Score -938890.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -938907.750000 Penalty: 4422.187500
	Iteration 16Q: 3 clusters Score -938907.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -938917.875000 Penalty: 4422.187500
	Iteration 17Q: 3 clusters Score -938917.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -938928.187500 Penalty: 4422.187500
	Iteration 18Q: 3 clusters Score -938928.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -938935.000000 Penalty: 4422.187500
	Iteration 19Q: 3 clusters Score -938935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -938940.875000 Penalty: 4422.187500
	Iteration 20F: 3 clusters Score -938940.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -938944.750000 Penalty: 4422.187500
	Iteration 21Q: 3 clusters Score -938944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -938951.250000 Penalty: 4422.187500
	Iteration 22Q: 3 clusters Score -938951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -938952.187500 Penalty: 4422.187500
	Iteration 23Q: 3 clusters Score -938952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -938954.437500 Penalty: 4422.187500
	Iteration 24Q: 3 clusters Score -938954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -938958.562500 Penalty: 4422.187500
	Iteration 25Q: 3 clusters Score -938958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -938961.500000 Penalty: 4422.187500
	Iteration 26Q: 3 clusters Score -938961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -938960.625000 Penalty: 4422.187500
	Iteration 27Q: 3 clusters Score -938960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -938960.625000 Penalty: 4422.187500
	Iteration 28F: 3 clusters Score -938960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161875 members 
Entering Unmasked Estep 
Score: -21210960.000000 Penalty: 2974.655762
	Iteration 0F: 2 clusters Score -2.121096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -21102354.000000 Penalty: 5949.311523
	Iteration 0F: 3 clusters Score -2.110235e+07 nChanged 77605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -21147440.000000 Penalty: 5949.311523
	Iteration 1F: 3 clusters Score -2.114744e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -21148260.000000 Penalty: 5949.311523
	Iteration 2Q: 3 clusters Score -2.114826e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -21149408.000000 Penalty: 5949.311523
	Iteration 3Q: 3 clusters Score -2.114941e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -21151404.000000 Penalty: 5949.311523
	Iteration 4Q: 3 clusters Score -2.11514e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -21154080.000000 Penalty: 5949.311523
	Iteration 5Q: 3 clusters Score -2.115408e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -21158290.000000 Penalty: 5949.311523
	Iteration 6F: 3 clusters Score -2.115829e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -21164796.000000 Penalty: 5949.311523
	Iteration 7F: 3 clusters Score -2.11648e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122350 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -21173574.000000 Penalty: 5949.311523
	Iteration 8F: 3 clusters Score -2.117357e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133947 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -21183972.000000 Penalty: 5949.311523
	Iteration 9F: 3 clusters Score -2.118397e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -21193576.000000 Penalty: 5949.311523
	Iteration 10F: 3 clusters Score -2.119358e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -21200550.000000 Penalty: 5949.311523
	Iteration 11Q: 3 clusters Score -2.120055e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155813 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -21204540.000000 Penalty: 5949.311523
	Iteration 12Q: 3 clusters Score -2.120454e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -21206542.000000 Penalty: 5949.311523
	Iteration 13Q: 3 clusters Score -2.120654e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159157 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -21207670.000000 Penalty: 5949.311523
	Iteration 14Q: 3 clusters Score -2.120767e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21208316.000000 Penalty: 5949.311523
	Iteration 15Q: 3 clusters Score -2.120832e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -21208584.000000 Penalty: 5949.311523
	Iteration 16Q: 3 clusters Score -2.120858e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21208744.000000 Penalty: 5949.311523
	Iteration 17Q: 3 clusters Score -2.120874e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21208836.000000 Penalty: 5949.311523
	Iteration 18Q: 3 clusters Score -2.120884e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21208868.000000 Penalty: 5949.311523
	Iteration 19Q: 3 clusters Score -2.120887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160141 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -21208910.000000 Penalty: 5949.311523
	Iteration 20F: 3 clusters Score -2.120891e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21208918.000000 Penalty: 5949.311523
	Iteration 21Q: 3 clusters Score -2.120892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21208958.000000 Penalty: 5949.311523
	Iteration 22Q: 3 clusters Score -2.120896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160179 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -21208986.000000 Penalty: 5949.311523
	Iteration 23Q: 3 clusters Score -2.120899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -21209020.000000 Penalty: 5949.311523
	Iteration 24Q: 3 clusters Score -2.120902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21209026.000000 Penalty: 5949.311523
	Iteration 25Q: 3 clusters Score -2.120903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21209020.000000 Penalty: 5949.311523
	Iteration 26Q: 3 clusters Score -2.120902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160177 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21209042.000000 Penalty: 5949.311523
	Iteration 27Q: 3 clusters Score -2.120904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21209052.000000 Penalty: 5949.311523
	Iteration 28Q: 3 clusters Score -2.120905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21209052.000000 Penalty: 5949.311523
	Iteration 29Q: 3 clusters Score -2.120905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21209104.000000 Penalty: 5949.311523
	Iteration 30Q: 3 clusters Score -2.12091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21209116.000000 Penalty: 5949.311523
	Iteration 31Q: 3 clusters Score -2.120912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21209112.000000 Penalty: 5949.311523
	Iteration 32Q: 3 clusters Score -2.120911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21209096.000000 Penalty: 5949.311523
	Iteration 33Q: 3 clusters Score -2.12091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -21209108.000000 Penalty: 5949.311523
	Iteration 34Q: 3 clusters Score -2.120911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -21209124.000000 Penalty: 5949.311523
	Iteration 35Q: 3 clusters Score -2.120912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160152 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -21209130.000000 Penalty: 5949.311523
	Iteration 36Q: 3 clusters Score -2.120913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21209134.000000 Penalty: 5949.311523
	Iteration 37Q: 3 clusters Score -2.120913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21209144.000000 Penalty: 5949.311523
	Iteration 38Q: 3 clusters Score -2.120914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21209132.000000 Penalty: 5949.311523
	Iteration 39Q: 3 clusters Score -2.120913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -21209122.000000 Penalty: 5949.311523
	Iteration 40F: 3 clusters Score -2.120912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21209124.000000 Penalty: 5949.311523
	Iteration 41Q: 3 clusters Score -2.120912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -21209104.000000 Penalty: 5949.311523
	Iteration 42Q: 3 clusters Score -2.12091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21209126.000000 Penalty: 5949.311523
	Iteration 43Q: 3 clusters Score -2.120913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160127 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21209142.000000 Penalty: 5949.311523
	Iteration 44Q: 3 clusters Score -2.120914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21209130.000000 Penalty: 5949.311523
	Iteration 45Q: 3 clusters Score -2.120913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21209138.000000 Penalty: 5949.311523
	Iteration 46Q: 3 clusters Score -2.120914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21209124.000000 Penalty: 5949.311523
	Iteration 47Q: 3 clusters Score -2.120912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21209116.000000 Penalty: 5949.311523
	Iteration 48Q: 3 clusters Score -2.120912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160131 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -21209118.000000 Penalty: 5949.311523
	Iteration 49Q: 3 clusters Score -2.120912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -21209126.000000 Penalty: 5949.311523
	Iteration 50Q: 3 clusters Score -2.120913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -21209122.000000 Penalty: 5949.311523
	Iteration 51Q: 3 clusters Score -2.120912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21209136.000000 Penalty: 5949.311523
	Iteration 52Q: 3 clusters Score -2.120914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21209136.000000 Penalty: 5949.311523
	Iteration 53F: 3 clusters Score -2.120914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -767729.562500 Penalty: 2155.903809
	Iteration 0F: 2 clusters Score -767729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -762649.687500 Penalty: 4311.807617
	Iteration 0F: 3 clusters Score -762649.7 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -763950.312500 Penalty: 4311.807617
	Iteration 1F: 3 clusters Score -763950.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -764361.437500 Penalty: 4311.807617
	Iteration 2F: 3 clusters Score -764361.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -764790.562500 Penalty: 4311.807617
	Iteration 3F: 3 clusters Score -764790.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -765210.625000 Penalty: 4311.807617
	Iteration 4F: 3 clusters Score -765210.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -765548.750000 Penalty: 4311.807617
	Iteration 5F: 3 clusters Score -765548.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -765785.750000 Penalty: 4311.807617
	Iteration 6Q: 3 clusters Score -765785.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -765923.312500 Penalty: 4311.807617
	Iteration 7Q: 3 clusters Score -765923.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -766006.562500 Penalty: 4311.807617
	Iteration 8Q: 3 clusters Score -766006.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -766062.937500 Penalty: 4311.807617
	Iteration 9Q: 3 clusters Score -766062.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -766099.812500 Penalty: 4311.807617
	Iteration 10Q: 3 clusters Score -766099.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -766127.750000 Penalty: 4311.807617
	Iteration 11Q: 3 clusters Score -766127.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -766149.750000 Penalty: 4311.807617
	Iteration 12Q: 3 clusters Score -766149.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -766171.812500 Penalty: 4311.807617
	Iteration 13Q: 3 clusters Score -766171.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -766200.000000 Penalty: 4311.807617
	Iteration 14Q: 3 clusters Score -766200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -766233.125000 Penalty: 4311.807617
	Iteration 15Q: 3 clusters Score -766233.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -766269.125000 Penalty: 4311.807617
	Iteration 16Q: 3 clusters Score -766269.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -766317.062500 Penalty: 4311.807617
	Iteration 17Q: 3 clusters Score -766317.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -766367.562500 Penalty: 4311.807617
	Iteration 18Q: 3 clusters Score -766367.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -766413.875000 Penalty: 4311.807617
	Iteration 19Q: 3 clusters Score -766413.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -766459.812500 Penalty: 4311.807617
	Iteration 20F: 3 clusters Score -766459.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -766501.312500 Penalty: 4311.807617
	Iteration 21Q: 3 clusters Score -766501.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -766551.187500 Penalty: 4311.807617
	Iteration 22Q: 3 clusters Score -766551.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -766609.375000 Penalty: 4311.807617
	Iteration 23Q: 3 clusters Score -766609.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -766671.000000 Penalty: 4311.807617
	Iteration 24Q: 3 clusters Score -766671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -766726.312500 Penalty: 4311.807617
	Iteration 25Q: 3 clusters Score -766726.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -766775.875000 Penalty: 4311.807617
	Iteration 26Q: 3 clusters Score -766775.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -766814.000000 Penalty: 4311.807617
	Iteration 27Q: 3 clusters Score -766814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -766840.062500 Penalty: 4311.807617
	Iteration 28Q: 3 clusters Score -766840.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -766861.375000 Penalty: 4311.807617
	Iteration 29Q: 3 clusters Score -766861.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -766878.812500 Penalty: 4311.807617
	Iteration 30Q: 3 clusters Score -766878.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -766894.062500 Penalty: 4311.807617
	Iteration 31Q: 3 clusters Score -766894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -766901.750000 Penalty: 4311.807617
	Iteration 32Q: 3 clusters Score -766901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -766908.687500 Penalty: 4311.807617
	Iteration 33Q: 3 clusters Score -766908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -766913.187500 Penalty: 4311.807617
	Iteration 34Q: 3 clusters Score -766913.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -766918.000000 Penalty: 4311.807617
	Iteration 35Q: 3 clusters Score -766918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -766921.062500 Penalty: 4311.807617
	Iteration 36Q: 3 clusters Score -766921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -766922.687500 Penalty: 4311.807617
	Iteration 37Q: 3 clusters Score -766922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -766924.625000 Penalty: 4311.807617
	Iteration 38Q: 3 clusters Score -766924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -766926.500000 Penalty: 4311.807617
	Iteration 39Q: 3 clusters Score -766926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -766926.500000 Penalty: 4311.807617
	Iteration 40F: 3 clusters Score -766926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -876298.562500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -876298.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -870733.750000 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -870733.8 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -872268.562500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -872268.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -872585.187500 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -872585.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -872804.937500 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -872804.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -872985.687500 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -872985.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -873158.125000 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -873158.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -873330.687500 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -873330.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -873516.062500 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -873516.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -873673.437500 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -873673.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -873818.687500 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -873818.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -873951.187500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -873951.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -874062.250000 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -874062.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -874192.562500 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -874192.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -874288.750000 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -874288.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -874347.562500 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -874347.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -874386.062500 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -874386.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -874412.750000 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -874412.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -874434.062500 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -874434.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -874453.750000 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -874453.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -874467.375000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -874467.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -874475.750000 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -874475.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -874482.312500 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -874482.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -874491.375000 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -874491.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -874494.875000 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -874494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -874497.687500 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -874497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -874499.437500 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -874499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -874501.812500 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -874501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -874505.000000 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -874505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -874507.500000 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -874507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -874509.062500 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -874509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -874511.000000 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -874511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -874510.937500 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -874510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -874510.500000 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -874510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -874510.500000 Penalty: 4374.773926
	Iteration 33F: 3 clusters Score -874510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Entering Unmasked Estep 
Score: -6870025.000000 Penalty: 2692.492432
	Iteration 0F: 2 clusters Score -6870025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6834983.000000 Penalty: 5384.984863
	Iteration 0F: 3 clusters Score -6834983 nChanged 24037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6848564.500000 Penalty: 5384.984863
	Iteration 1F: 3 clusters Score -6848564 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -6849145.000000 Penalty: 5384.984863
	Iteration 2Q: 3 clusters Score -6849145 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -6849609.000000 Penalty: 5384.984863
	Iteration 3Q: 3 clusters Score -6849609 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -6850101.500000 Penalty: 5384.984863
	Iteration 4Q: 3 clusters Score -6850102 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -6850599.000000 Penalty: 5384.984863
	Iteration 5Q: 3 clusters Score -6850599 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -6851221.500000 Penalty: 5384.984863
	Iteration 6Q: 3 clusters Score -6851222 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -6852064.000000 Penalty: 5384.984863
	Iteration 7Q: 3 clusters Score -6852064 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -6853079.500000 Penalty: 5384.984863
	Iteration 8Q: 3 clusters Score -6853080 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6854402.500000 Penalty: 5384.984863
	Iteration 9Q: 3 clusters Score -6854402 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -6856100.500000 Penalty: 5384.984863
	Iteration 10F: 3 clusters Score -6856100 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -6858094.000000 Penalty: 5384.984863
	Iteration 11F: 3 clusters Score -6858094 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -6860151.000000 Penalty: 5384.984863
	Iteration 12F: 3 clusters Score -6860151 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -6862036.500000 Penalty: 5384.984863
	Iteration 13Q: 3 clusters Score -6862036 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -6863453.500000 Penalty: 5384.984863
	Iteration 14Q: 3 clusters Score -6863454 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -6864418.000000 Penalty: 5384.984863
	Iteration 15Q: 3 clusters Score -6864418 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -6865035.500000 Penalty: 5384.984863
	Iteration 16Q: 3 clusters Score -6865036 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -6865454.500000 Penalty: 5384.984863
	Iteration 17Q: 3 clusters Score -6865454 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -6865697.000000 Penalty: 5384.984863
	Iteration 18Q: 3 clusters Score -6865697 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6865869.000000 Penalty: 5384.984863
	Iteration 19Q: 3 clusters Score -6865869 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -6865987.000000 Penalty: 5384.984863
	Iteration 20F: 3 clusters Score -6865987 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6866098.500000 Penalty: 5384.984863
	Iteration 21Q: 3 clusters Score -6866098 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -6866155.000000 Penalty: 5384.984863
	Iteration 22Q: 3 clusters Score -6866155 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -6866229.500000 Penalty: 5384.984863
	Iteration 23Q: 3 clusters Score -6866230 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -6866282.500000 Penalty: 5384.984863
	Iteration 24Q: 3 clusters Score -6866282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6866352.000000 Penalty: 5384.984863
	Iteration 25Q: 3 clusters Score -6866352 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6866435.000000 Penalty: 5384.984863
	Iteration 26Q: 3 clusters Score -6866435 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6866489.500000 Penalty: 5384.984863
	Iteration 27Q: 3 clusters Score -6866490 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6866569.500000 Penalty: 5384.984863
	Iteration 28Q: 3 clusters Score -6866570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6866620.000000 Penalty: 5384.984863
	Iteration 29Q: 3 clusters Score -6866620 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -6866691.000000 Penalty: 5384.984863
	Iteration 30Q: 3 clusters Score -6866691 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -6866726.500000 Penalty: 5384.984863
	Iteration 31Q: 3 clusters Score -6866726 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6866747.000000 Penalty: 5384.984863
	Iteration 32Q: 3 clusters Score -6866747 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6866794.000000 Penalty: 5384.984863
	Iteration 33Q: 3 clusters Score -6866794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6866839.500000 Penalty: 5384.984863
	Iteration 34Q: 3 clusters Score -6866840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6866867.000000 Penalty: 5384.984863
	Iteration 35Q: 3 clusters Score -6866867 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -6866926.500000 Penalty: 5384.984863
	Iteration 36Q: 3 clusters Score -6866926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -6866989.500000 Penalty: 5384.984863
	Iteration 37Q: 3 clusters Score -6866990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -6867037.500000 Penalty: 5384.984863
	Iteration 38Q: 3 clusters Score -6867038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -6867130.000000 Penalty: 5384.984863
	Iteration 39Q: 3 clusters Score -6867130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -6867202.000000 Penalty: 5384.984863
	Iteration 40F: 3 clusters Score -6867202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6867266.500000 Penalty: 5384.984863
	Iteration 41Q: 3 clusters Score -6867266 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6867316.500000 Penalty: 5384.984863
	Iteration 42Q: 3 clusters Score -6867316 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -6867370.000000 Penalty: 5384.984863
	Iteration 43Q: 3 clusters Score -6867370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -6867427.000000 Penalty: 5384.984863
	Iteration 44Q: 3 clusters Score -6867427 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6867456.000000 Penalty: 5384.984863
	Iteration 45Q: 3 clusters Score -6867456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6867495.500000 Penalty: 5384.984863
	Iteration 46Q: 3 clusters Score -6867496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6867557.000000 Penalty: 5384.984863
	Iteration 47Q: 3 clusters Score -6867557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6867574.000000 Penalty: 5384.984863
	Iteration 48Q: 3 clusters Score -6867574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6867582.000000 Penalty: 5384.984863
	Iteration 49Q: 3 clusters Score -6867582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6867608.000000 Penalty: 5384.984863
	Iteration 50Q: 3 clusters Score -6867608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -6867649.000000 Penalty: 5384.984863
	Iteration 51Q: 3 clusters Score -6867649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -6867659.000000 Penalty: 5384.984863
	Iteration 52Q: 3 clusters Score -6867659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -6867669.500000 Penalty: 5384.984863
	Iteration 53Q: 3 clusters Score -6867670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -6867687.000000 Penalty: 5384.984863
	Iteration 54Q: 3 clusters Score -6867687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6867703.000000 Penalty: 5384.984863
	Iteration 55Q: 3 clusters Score -6867703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6867716.000000 Penalty: 5384.984863
	Iteration 56Q: 3 clusters Score -6867716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6867721.500000 Penalty: 5384.984863
	Iteration 57Q: 3 clusters Score -6867722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6867736.000000 Penalty: 5384.984863
	Iteration 58Q: 3 clusters Score -6867736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -6867728.000000 Penalty: 5384.984863
	Iteration 59Q: 3 clusters Score -6867728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6867737.000000 Penalty: 5384.984863
	Iteration 60F: 3 clusters Score -6867737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6867740.500000 Penalty: 5384.984863
	Iteration 61Q: 3 clusters Score -6867740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6867749.000000 Penalty: 5384.984863
	Iteration 62Q: 3 clusters Score -6867749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6867763.500000 Penalty: 5384.984863
	Iteration 63Q: 3 clusters Score -6867764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6867762.000000 Penalty: 5384.984863
	Iteration 64Q: 3 clusters Score -6867762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -6867768.000000 Penalty: 5384.984863
	Iteration 65Q: 3 clusters Score -6867768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -6867766.500000 Penalty: 5384.984863
	Iteration 66Q: 3 clusters Score -6867766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6867777.000000 Penalty: 5384.984863
	Iteration 67Q: 3 clusters Score -6867777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6867775.000000 Penalty: 5384.984863
	Iteration 68Q: 3 clusters Score -6867775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6867781.500000 Penalty: 5384.984863
	Iteration 69Q: 3 clusters Score -6867782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -6867792.500000 Penalty: 5384.984863
	Iteration 70Q: 3 clusters Score -6867792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6867789.500000 Penalty: 5384.984863
	Iteration 71Q: 3 clusters Score -6867790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6867786.000000 Penalty: 5384.984863
	Iteration 72Q: 3 clusters Score -6867786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -6867793.000000 Penalty: 5384.984863
	Iteration 73Q: 3 clusters Score -6867793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -6867792.000000 Penalty: 5384.984863
	Iteration 74Q: 3 clusters Score -6867792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -6867790.000000 Penalty: 5384.984863
	Iteration 75Q: 3 clusters Score -6867790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -6867791.500000 Penalty: 5384.984863
	Iteration 76Q: 3 clusters Score -6867792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -6867798.500000 Penalty: 5384.984863
	Iteration 77Q: 3 clusters Score -6867798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -6867798.500000 Penalty: 5384.984863
	Iteration 78Q: 3 clusters Score -6867798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6867799.500000 Penalty: 5384.984863
	Iteration 79Q: 3 clusters Score -6867800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6867818.500000 Penalty: 5384.984863
	Iteration 80F: 3 clusters Score -6867818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -6867805.500000 Penalty: 5384.984863
	Iteration 81Q: 3 clusters Score -6867806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -6867800.500000 Penalty: 5384.984863
	Iteration 82Q: 3 clusters Score -6867800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6867802.000000 Penalty: 5384.984863
	Iteration 83Q: 3 clusters Score -6867802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6867806.000000 Penalty: 5384.984863
	Iteration 84Q: 3 clusters Score -6867806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6867806.000000 Penalty: 5384.984863
	Iteration 85F: 3 clusters Score -6867806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -152886.406250 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -152886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -150730.281250 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -150730.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151258.984375 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -151259 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -151498.265625 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -151498.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -151656.281250 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -151656.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151754.218750 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -151754.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151802.265625 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -151802.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -151824.156250 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -151824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151838.187500 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -151838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151857.390625 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -151857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151884.125000 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -151884.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -151901.484375 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -151901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151918.828125 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -151918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -151935.093750 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -151935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -151948.156250 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -151948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -151959.296875 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -151959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151973.218750 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -151973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -151979.515625 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -151979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -151982.921875 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -151982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -151984.937500 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -151984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -151987.187500 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -151987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151989.203125 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -151989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151990.296875 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -151990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -151990.812500 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -151990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -151991.468750 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -151991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -151991.468750 Penalty: 3576.932129
	Iteration 24F: 3 clusters Score -151991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Entering Unmasked Estep 
Score: -1761679.375000 Penalty: 2375.678467
	Iteration 0F: 2 clusters Score -1761679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1751154.250000 Penalty: 4751.356934
	Iteration 0F: 3 clusters Score -1751154 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1754777.875000 Penalty: 4751.356934
	Iteration 1F: 3 clusters Score -1754778 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1755389.000000 Penalty: 4751.356934
	Iteration 2F: 3 clusters Score -1755389 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1755903.250000 Penalty: 4751.356934
	Iteration 3F: 3 clusters Score -1755903 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1756311.375000 Penalty: 4751.356934
	Iteration 4F: 3 clusters Score -1756311 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1756633.125000 Penalty: 4751.356934
	Iteration 5Q: 3 clusters Score -1756633 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1756909.625000 Penalty: 4751.356934
	Iteration 6Q: 3 clusters Score -1756910 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1757176.125000 Penalty: 4751.356934
	Iteration 7Q: 3 clusters Score -1757176 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1757448.500000 Penalty: 4751.356934
	Iteration 8Q: 3 clusters Score -1757448 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1757730.375000 Penalty: 4751.356934
	Iteration 9Q: 3 clusters Score -1757730 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1758002.875000 Penalty: 4751.356934
	Iteration 10Q: 3 clusters Score -1758003 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1758226.625000 Penalty: 4751.356934
	Iteration 11Q: 3 clusters Score -1758227 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1758401.375000 Penalty: 4751.356934
	Iteration 12Q: 3 clusters Score -1758401 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1758568.500000 Penalty: 4751.356934
	Iteration 13Q: 3 clusters Score -1758568 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1758712.875000 Penalty: 4751.356934
	Iteration 14Q: 3 clusters Score -1758713 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1758835.250000 Penalty: 4751.356934
	Iteration 15Q: 3 clusters Score -1758835 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1758940.375000 Penalty: 4751.356934
	Iteration 16Q: 3 clusters Score -1758940 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1759030.500000 Penalty: 4751.356934
	Iteration 17Q: 3 clusters Score -1759030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1759130.500000 Penalty: 4751.356934
	Iteration 18Q: 3 clusters Score -1759130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1759226.750000 Penalty: 4751.356934
	Iteration 19Q: 3 clusters Score -1759227 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1759314.500000 Penalty: 4751.356934
	Iteration 20F: 3 clusters Score -1759314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1759402.500000 Penalty: 4751.356934
	Iteration 21Q: 3 clusters Score -1759402 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1759481.500000 Penalty: 4751.356934
	Iteration 22Q: 3 clusters Score -1759482 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1759555.125000 Penalty: 4751.356934
	Iteration 23Q: 3 clusters Score -1759555 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1759621.375000 Penalty: 4751.356934
	Iteration 24Q: 3 clusters Score -1759621 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1759687.750000 Penalty: 4751.356934
	Iteration 25Q: 3 clusters Score -1759688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1759751.625000 Penalty: 4751.356934
	Iteration 26Q: 3 clusters Score -1759752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1759803.625000 Penalty: 4751.356934
	Iteration 27Q: 3 clusters Score -1759804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1759859.625000 Penalty: 4751.356934
	Iteration 28Q: 3 clusters Score -1759860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1759909.875000 Penalty: 4751.356934
	Iteration 29Q: 3 clusters Score -1759910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1759953.500000 Penalty: 4751.356934
	Iteration 30Q: 3 clusters Score -1759954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1759986.375000 Penalty: 4751.356934
	Iteration 31Q: 3 clusters Score -1759986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1760018.875000 Penalty: 4751.356934
	Iteration 32Q: 3 clusters Score -1760019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1760051.000000 Penalty: 4751.356934
	Iteration 33Q: 3 clusters Score -1760051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1760072.500000 Penalty: 4751.356934
	Iteration 34Q: 3 clusters Score -1760072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1760092.875000 Penalty: 4751.356934
	Iteration 35Q: 3 clusters Score -1760093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1760112.125000 Penalty: 4751.356934
	Iteration 36Q: 3 clusters Score -1760112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1760118.625000 Penalty: 4751.356934
	Iteration 37Q: 3 clusters Score -1760119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1760133.750000 Penalty: 4751.356934
	Iteration 38Q: 3 clusters Score -1760134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1760148.500000 Penalty: 4751.356934
	Iteration 39Q: 3 clusters Score -1760148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1760165.125000 Penalty: 4751.356934
	Iteration 40F: 3 clusters Score -1760165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1760176.875000 Penalty: 4751.356934
	Iteration 41Q: 3 clusters Score -1760177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1760184.000000 Penalty: 4751.356934
	Iteration 42Q: 3 clusters Score -1760184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1760191.750000 Penalty: 4751.356934
	Iteration 43Q: 3 clusters Score -1760192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1760198.000000 Penalty: 4751.356934
	Iteration 44Q: 3 clusters Score -1760198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1760203.125000 Penalty: 4751.356934
	Iteration 45Q: 3 clusters Score -1760203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1760211.375000 Penalty: 4751.356934
	Iteration 46Q: 3 clusters Score -1760211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1760211.250000 Penalty: 4751.356934
	Iteration 47Q: 3 clusters Score -1760211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1760215.375000 Penalty: 4751.356934
	Iteration 48Q: 3 clusters Score -1760215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1760219.000000 Penalty: 4751.356934
	Iteration 49Q: 3 clusters Score -1760219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1760219.000000 Penalty: 4751.356934
	Iteration 50Q: 3 clusters Score -1760219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1760222.500000 Penalty: 4751.356934
	Iteration 51Q: 3 clusters Score -1760222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1760221.500000 Penalty: 4751.356934
	Iteration 52Q: 3 clusters Score -1760222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1760223.500000 Penalty: 4751.356934
	Iteration 53Q: 3 clusters Score -1760224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1760230.375000 Penalty: 4751.356934
	Iteration 54Q: 3 clusters Score -1760230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1760233.875000 Penalty: 4751.356934
	Iteration 55Q: 3 clusters Score -1760234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1760235.250000 Penalty: 4751.356934
	Iteration 56Q: 3 clusters Score -1760235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1760236.750000 Penalty: 4751.356934
	Iteration 57Q: 3 clusters Score -1760237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1760236.875000 Penalty: 4751.356934
	Iteration 58Q: 3 clusters Score -1760237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1760233.875000 Penalty: 4751.356934
	Iteration 59Q: 3 clusters Score -1760234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1760232.000000 Penalty: 4751.356934
	Iteration 60F: 3 clusters Score -1760232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1760234.750000 Penalty: 4751.356934
	Iteration 61Q: 3 clusters Score -1760235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1760238.625000 Penalty: 4751.356934
	Iteration 62Q: 3 clusters Score -1760239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1760238.625000 Penalty: 4751.356934
	Iteration 63F: 3 clusters Score -1760239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -844688.437500 Penalty: 2191.996826
	Iteration 0F: 2 clusters Score -844688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -838957.687500 Penalty: 4383.993652
	Iteration 0F: 3 clusters Score -838957.7 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -840489.812500 Penalty: 4383.993652
	Iteration 1F: 3 clusters Score -840489.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -840938.062500 Penalty: 4383.993652
	Iteration 2F: 3 clusters Score -840938.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -841461.125000 Penalty: 4383.993652
	Iteration 3F: 3 clusters Score -841461.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -842061.437500 Penalty: 4383.993652
	Iteration 4F: 3 clusters Score -842061.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -842580.750000 Penalty: 4383.993652
	Iteration 5F: 3 clusters Score -842580.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -842950.875000 Penalty: 4383.993652
	Iteration 6F: 3 clusters Score -842950.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -843173.312500 Penalty: 4383.993652
	Iteration 7Q: 3 clusters Score -843173.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -843288.250000 Penalty: 4383.993652
	Iteration 8Q: 3 clusters Score -843288.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -843360.375000 Penalty: 4383.993652
	Iteration 9Q: 3 clusters Score -843360.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -843403.250000 Penalty: 4383.993652
	Iteration 10Q: 3 clusters Score -843403.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -843431.937500 Penalty: 4383.993652
	Iteration 11Q: 3 clusters Score -843431.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -843459.500000 Penalty: 4383.993652
	Iteration 12Q: 3 clusters Score -843459.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -843490.937500 Penalty: 4383.993652
	Iteration 13Q: 3 clusters Score -843490.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -843517.500000 Penalty: 4383.993652
	Iteration 14Q: 3 clusters Score -843517.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -843545.375000 Penalty: 4383.993652
	Iteration 15Q: 3 clusters Score -843545.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -843589.312500 Penalty: 4383.993652
	Iteration 16Q: 3 clusters Score -843589.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -843642.187500 Penalty: 4383.993652
	Iteration 17Q: 3 clusters Score -843642.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -843697.250000 Penalty: 4383.993652
	Iteration 18Q: 3 clusters Score -843697.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -843756.687500 Penalty: 4383.993652
	Iteration 19Q: 3 clusters Score -843756.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -843798.625000 Penalty: 4383.993652
	Iteration 20F: 3 clusters Score -843798.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -843825.937500 Penalty: 4383.993652
	Iteration 21Q: 3 clusters Score -843825.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -843845.062500 Penalty: 4383.993652
	Iteration 22Q: 3 clusters Score -843845.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -843863.625000 Penalty: 4383.993652
	Iteration 23Q: 3 clusters Score -843863.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -843875.312500 Penalty: 4383.993652
	Iteration 24Q: 3 clusters Score -843875.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -843885.812500 Penalty: 4383.993652
	Iteration 25Q: 3 clusters Score -843885.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -843895.687500 Penalty: 4383.993652
	Iteration 26Q: 3 clusters Score -843895.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -843910.812500 Penalty: 4383.993652
	Iteration 27Q: 3 clusters Score -843910.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -843921.875000 Penalty: 4383.993652
	Iteration 28Q: 3 clusters Score -843921.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -843930.437500 Penalty: 4383.993652
	Iteration 29Q: 3 clusters Score -843930.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -843935.375000 Penalty: 4383.993652
	Iteration 30Q: 3 clusters Score -843935.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -843945.312500 Penalty: 4383.993652
	Iteration 31Q: 3 clusters Score -843945.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -843956.625000 Penalty: 4383.993652
	Iteration 32Q: 3 clusters Score -843956.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -843966.625000 Penalty: 4383.993652
	Iteration 33Q: 3 clusters Score -843966.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -843982.312500 Penalty: 4383.993652
	Iteration 34Q: 3 clusters Score -843982.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -843989.625000 Penalty: 4383.993652
	Iteration 35Q: 3 clusters Score -843989.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -844002.125000 Penalty: 4383.993652
	Iteration 36Q: 3 clusters Score -844002.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -844013.187500 Penalty: 4383.993652
	Iteration 37Q: 3 clusters Score -844013.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -844028.875000 Penalty: 4383.993652
	Iteration 38Q: 3 clusters Score -844028.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -844047.312500 Penalty: 4383.993652
	Iteration 39Q: 3 clusters Score -844047.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -844060.312500 Penalty: 4383.993652
	Iteration 40F: 3 clusters Score -844060.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -844071.875000 Penalty: 4383.993652
	Iteration 41Q: 3 clusters Score -844071.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -844081.375000 Penalty: 4383.993652
	Iteration 42Q: 3 clusters Score -844081.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -844089.687500 Penalty: 4383.993652
	Iteration 43Q: 3 clusters Score -844089.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -844097.812500 Penalty: 4383.993652
	Iteration 44Q: 3 clusters Score -844097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -844105.250000 Penalty: 4383.993652
	Iteration 45Q: 3 clusters Score -844105.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -844110.062500 Penalty: 4383.993652
	Iteration 46Q: 3 clusters Score -844110.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -844114.937500 Penalty: 4383.993652
	Iteration 47Q: 3 clusters Score -844114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -844116.187500 Penalty: 4383.993652
	Iteration 48Q: 3 clusters Score -844116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -844117.187500 Penalty: 4383.993652
	Iteration 49Q: 3 clusters Score -844117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -844118.125000 Penalty: 4383.993652
	Iteration 50Q: 3 clusters Score -844118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -844118.312500 Penalty: 4383.993652
	Iteration 51Q: 3 clusters Score -844118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -844118.312500 Penalty: 4383.993652
	Iteration 52F: 3 clusters Score -844118.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Entering Unmasked Estep 
Score: -11794191.000000 Penalty: 2829.191895
	Iteration 0F: 2 clusters Score -1.179419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -11733786.000000 Penalty: 5658.383789
	Iteration 0F: 3 clusters Score -1.173379e+07 nChanged 42542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -11757874.000000 Penalty: 5658.383789
	Iteration 1F: 3 clusters Score -1.175787e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -11759046.000000 Penalty: 5658.383789
	Iteration 2Q: 3 clusters Score -1.175905e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -11760782.000000 Penalty: 5658.383789
	Iteration 3Q: 3 clusters Score -1.176078e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -11763504.000000 Penalty: 5658.383789
	Iteration 4F: 3 clusters Score -1.17635e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -11767222.000000 Penalty: 5658.383789
	Iteration 5F: 3 clusters Score -1.176722e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -11771825.000000 Penalty: 5658.383789
	Iteration 6F: 3 clusters Score -1.177182e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -11775988.000000 Penalty: 5658.383789
	Iteration 7F: 3 clusters Score -1.177599e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -11779710.000000 Penalty: 5658.383789
	Iteration 8F: 3 clusters Score -1.177971e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -11782881.000000 Penalty: 5658.383789
	Iteration 9Q: 3 clusters Score -1.178288e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -11785750.000000 Penalty: 5658.383789
	Iteration 10Q: 3 clusters Score -1.178575e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -11788031.000000 Penalty: 5658.383789
	Iteration 11Q: 3 clusters Score -1.178803e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -11789523.000000 Penalty: 5658.383789
	Iteration 12Q: 3 clusters Score -1.178952e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -11790562.000000 Penalty: 5658.383789
	Iteration 13Q: 3 clusters Score -1.179056e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -11791238.000000 Penalty: 5658.383789
	Iteration 14Q: 3 clusters Score -1.179124e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -11791625.000000 Penalty: 5658.383789
	Iteration 15Q: 3 clusters Score -1.179162e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -11791876.000000 Penalty: 5658.383789
	Iteration 16Q: 3 clusters Score -1.179188e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -11792072.000000 Penalty: 5658.383789
	Iteration 17Q: 3 clusters Score -1.179207e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -11792181.000000 Penalty: 5658.383789
	Iteration 18Q: 3 clusters Score -1.179218e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -11792349.000000 Penalty: 5658.383789
	Iteration 19Q: 3 clusters Score -1.179235e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11792427.000000 Penalty: 5658.383789
	Iteration 20F: 3 clusters Score -1.179243e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -11792509.000000 Penalty: 5658.383789
	Iteration 21Q: 3 clusters Score -1.179251e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -11792577.000000 Penalty: 5658.383789
	Iteration 22Q: 3 clusters Score -1.179258e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11792662.000000 Penalty: 5658.383789
	Iteration 23Q: 3 clusters Score -1.179266e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -11792718.000000 Penalty: 5658.383789
	Iteration 24Q: 3 clusters Score -1.179272e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11792758.000000 Penalty: 5658.383789
	Iteration 25Q: 3 clusters Score -1.179276e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11792829.000000 Penalty: 5658.383789
	Iteration 26Q: 3 clusters Score -1.179283e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -11792831.000000 Penalty: 5658.383789
	Iteration 27Q: 3 clusters Score -1.179283e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11792840.000000 Penalty: 5658.383789
	Iteration 28Q: 3 clusters Score -1.179284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11792869.000000 Penalty: 5658.383789
	Iteration 29Q: 3 clusters Score -1.179287e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11792864.000000 Penalty: 5658.383789
	Iteration 30Q: 3 clusters Score -1.179286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -11792881.000000 Penalty: 5658.383789
	Iteration 31Q: 3 clusters Score -1.179288e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11792883.000000 Penalty: 5658.383789
	Iteration 32Q: 3 clusters Score -1.179288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11792894.000000 Penalty: 5658.383789
	Iteration 33Q: 3 clusters Score -1.179289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -11792891.000000 Penalty: 5658.383789
	Iteration 34Q: 3 clusters Score -1.179289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11792903.000000 Penalty: 5658.383789
	Iteration 35Q: 3 clusters Score -1.17929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11792895.000000 Penalty: 5658.383789
	Iteration 36Q: 3 clusters Score -1.17929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11792899.000000 Penalty: 5658.383789
	Iteration 37Q: 3 clusters Score -1.17929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11792905.000000 Penalty: 5658.383789
	Iteration 38Q: 3 clusters Score -1.17929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11792914.000000 Penalty: 5658.383789
	Iteration 39Q: 3 clusters Score -1.179291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11792913.000000 Penalty: 5658.383789
	Iteration 40F: 3 clusters Score -1.179291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11792921.000000 Penalty: 5658.383789
	Iteration 41Q: 3 clusters Score -1.179292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -11792910.000000 Penalty: 5658.383789
	Iteration 42Q: 3 clusters Score -1.179291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11792921.000000 Penalty: 5658.383789
	Iteration 43Q: 3 clusters Score -1.179292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11792917.000000 Penalty: 5658.383789
	Iteration 44Q: 3 clusters Score -1.179292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11792909.000000 Penalty: 5658.383789
	Iteration 45Q: 3 clusters Score -1.179291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11792909.000000 Penalty: 5658.383789
	Iteration 46F: 3 clusters Score -1.179291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -1490928.750000 Penalty: 2316.985596
	Iteration 0F: 2 clusters Score -1490929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1482448.875000 Penalty: 4633.971191
	Iteration 0F: 3 clusters Score -1482449 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1485139.750000 Penalty: 4633.971191
	Iteration 1F: 3 clusters Score -1485140 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1485910.500000 Penalty: 4633.971191
	Iteration 2F: 3 clusters Score -1485910 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1486851.500000 Penalty: 4633.971191
	Iteration 3F: 3 clusters Score -1486852 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1487991.375000 Penalty: 4633.971191
	Iteration 4F: 3 clusters Score -1487991 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1488933.500000 Penalty: 4633.971191
	Iteration 5F: 3 clusters Score -1488934 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1489475.750000 Penalty: 4633.971191
	Iteration 6F: 3 clusters Score -1489476 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1489766.250000 Penalty: 4633.971191
	Iteration 7Q: 3 clusters Score -1489766 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1489925.625000 Penalty: 4633.971191
	Iteration 8Q: 3 clusters Score -1489926 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1490030.500000 Penalty: 4633.971191
	Iteration 9Q: 3 clusters Score -1490030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1490092.625000 Penalty: 4633.971191
	Iteration 10Q: 3 clusters Score -1490093 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1490140.125000 Penalty: 4633.971191
	Iteration 11Q: 3 clusters Score -1490140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1490166.875000 Penalty: 4633.971191
	Iteration 12Q: 3 clusters Score -1490167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1490190.000000 Penalty: 4633.971191
	Iteration 13Q: 3 clusters Score -1490190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1490200.625000 Penalty: 4633.971191
	Iteration 14Q: 3 clusters Score -1490201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1490212.750000 Penalty: 4633.971191
	Iteration 15Q: 3 clusters Score -1490213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1490221.250000 Penalty: 4633.971191
	Iteration 16Q: 3 clusters Score -1490221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1490229.125000 Penalty: 4633.971191
	Iteration 17Q: 3 clusters Score -1490229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1490236.000000 Penalty: 4633.971191
	Iteration 18Q: 3 clusters Score -1490236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1490235.375000 Penalty: 4633.971191
	Iteration 19Q: 3 clusters Score -1490235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1490234.750000 Penalty: 4633.971191
	Iteration 20F: 3 clusters Score -1490235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1490240.000000 Penalty: 4633.971191
	Iteration 21Q: 3 clusters Score -1490240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1490242.250000 Penalty: 4633.971191
	Iteration 22Q: 3 clusters Score -1490242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1490244.750000 Penalty: 4633.971191
	Iteration 23Q: 3 clusters Score -1490245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1490245.500000 Penalty: 4633.971191
	Iteration 24Q: 3 clusters Score -1490246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1490247.000000 Penalty: 4633.971191
	Iteration 25Q: 3 clusters Score -1490247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1490247.625000 Penalty: 4633.971191
	Iteration 26Q: 3 clusters Score -1490248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1490250.250000 Penalty: 4633.971191
	Iteration 27Q: 3 clusters Score -1490250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1490252.375000 Penalty: 4633.971191
	Iteration 28Q: 3 clusters Score -1490252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1490257.750000 Penalty: 4633.971191
	Iteration 29Q: 3 clusters Score -1490258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1490261.125000 Penalty: 4633.971191
	Iteration 30Q: 3 clusters Score -1490261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1490262.500000 Penalty: 4633.971191
	Iteration 31Q: 3 clusters Score -1490262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1490264.625000 Penalty: 4633.971191
	Iteration 32Q: 3 clusters Score -1490265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1490262.000000 Penalty: 4633.971191
	Iteration 33Q: 3 clusters Score -1490262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1490263.625000 Penalty: 4633.971191
	Iteration 34Q: 3 clusters Score -1490264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1490266.250000 Penalty: 4633.971191
	Iteration 35Q: 3 clusters Score -1490266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1490263.375000 Penalty: 4633.971191
	Iteration 36Q: 3 clusters Score -1490263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1490268.750000 Penalty: 4633.971191
	Iteration 37Q: 3 clusters Score -1490269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1490268.750000 Penalty: 4633.971191
	Iteration 38F: 3 clusters Score -1490269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Entering Unmasked Estep 
Score: -10804758.000000 Penalty: 2809.043701
	Iteration 0F: 2 clusters Score -1.080476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -10749052.000000 Penalty: 5618.087402
	Iteration 0F: 3 clusters Score -1.074905e+07 nChanged 39126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -10771160.000000 Penalty: 5618.087402
	Iteration 1F: 3 clusters Score -1.077116e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -10771969.000000 Penalty: 5618.087402
	Iteration 2Q: 3 clusters Score -1.077197e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -10772990.000000 Penalty: 5618.087402
	Iteration 3Q: 3 clusters Score -1.077299e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -10774221.000000 Penalty: 5618.087402
	Iteration 4Q: 3 clusters Score -1.077422e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -10775685.000000 Penalty: 5618.087402
	Iteration 5Q: 3 clusters Score -1.077568e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -10777373.000000 Penalty: 5618.087402
	Iteration 6Q: 3 clusters Score -1.077737e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -10779672.000000 Penalty: 5618.087402
	Iteration 7F: 3 clusters Score -1.077967e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -10782433.000000 Penalty: 5618.087402
	Iteration 8F: 3 clusters Score -1.078243e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -10785912.000000 Penalty: 5618.087402
	Iteration 9F: 3 clusters Score -1.078591e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -10789975.000000 Penalty: 5618.087402
	Iteration 10F: 3 clusters Score -1.078998e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -10793674.000000 Penalty: 5618.087402
	Iteration 11F: 3 clusters Score -1.079367e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -10796923.000000 Penalty: 5618.087402
	Iteration 12Q: 3 clusters Score -1.079692e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -10799166.000000 Penalty: 5618.087402
	Iteration 13Q: 3 clusters Score -1.079917e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -10800548.000000 Penalty: 5618.087402
	Iteration 14Q: 3 clusters Score -1.080055e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -10801371.000000 Penalty: 5618.087402
	Iteration 15Q: 3 clusters Score -1.080137e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10801777.000000 Penalty: 5618.087402
	Iteration 16Q: 3 clusters Score -1.080178e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10802019.000000 Penalty: 5618.087402
	Iteration 17Q: 3 clusters Score -1.080202e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10802191.000000 Penalty: 5618.087402
	Iteration 18Q: 3 clusters Score -1.080219e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10802270.000000 Penalty: 5618.087402
	Iteration 19Q: 3 clusters Score -1.080227e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10802338.000000 Penalty: 5618.087402
	Iteration 20F: 3 clusters Score -1.080234e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10802420.000000 Penalty: 5618.087402
	Iteration 21Q: 3 clusters Score -1.080242e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10802468.000000 Penalty: 5618.087402
	Iteration 22Q: 3 clusters Score -1.080247e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10802500.000000 Penalty: 5618.087402
	Iteration 23Q: 3 clusters Score -1.08025e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10802532.000000 Penalty: 5618.087402
	Iteration 24Q: 3 clusters Score -1.080253e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10802562.000000 Penalty: 5618.087402
	Iteration 25Q: 3 clusters Score -1.080256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -10802568.000000 Penalty: 5618.087402
	Iteration 26Q: 3 clusters Score -1.080257e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10802601.000000 Penalty: 5618.087402
	Iteration 27Q: 3 clusters Score -1.08026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10802615.000000 Penalty: 5618.087402
	Iteration 28Q: 3 clusters Score -1.080262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10802609.000000 Penalty: 5618.087402
	Iteration 29Q: 3 clusters Score -1.080261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10802634.000000 Penalty: 5618.087402
	Iteration 30Q: 3 clusters Score -1.080263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10802658.000000 Penalty: 5618.087402
	Iteration 31Q: 3 clusters Score -1.080266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10802657.000000 Penalty: 5618.087402
	Iteration 32Q: 3 clusters Score -1.080266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10802657.000000 Penalty: 5618.087402
	Iteration 33Q: 3 clusters Score -1.080266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10802645.000000 Penalty: 5618.087402
	Iteration 34Q: 3 clusters Score -1.080264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10802648.000000 Penalty: 5618.087402
	Iteration 35Q: 3 clusters Score -1.080265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10802640.000000 Penalty: 5618.087402
	Iteration 36Q: 3 clusters Score -1.080264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10802658.000000 Penalty: 5618.087402
	Iteration 37Q: 3 clusters Score -1.080266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10802663.000000 Penalty: 5618.087402
	Iteration 38Q: 3 clusters Score -1.080266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10802662.000000 Penalty: 5618.087402
	Iteration 39Q: 3 clusters Score -1.080266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10802662.000000 Penalty: 5618.087402
	Iteration 40F: 3 clusters Score -1.080266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10802674.000000 Penalty: 5618.087402
	Iteration 41Q: 3 clusters Score -1.080267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10802677.000000 Penalty: 5618.087402
	Iteration 42Q: 3 clusters Score -1.080268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10802679.000000 Penalty: 5618.087402
	Iteration 43Q: 3 clusters Score -1.080268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10802679.000000 Penalty: 5618.087402
	Iteration 44Q: 3 clusters Score -1.080268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10802679.000000 Penalty: 5618.087402
	Iteration 45Q: 3 clusters Score -1.080268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10802698.000000 Penalty: 5618.087402
	Iteration 46Q: 3 clusters Score -1.08027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10802686.000000 Penalty: 5618.087402
	Iteration 47Q: 3 clusters Score -1.080269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10802688.000000 Penalty: 5618.087402
	Iteration 48Q: 3 clusters Score -1.080269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10802693.000000 Penalty: 5618.087402
	Iteration 49Q: 3 clusters Score -1.080269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10802689.000000 Penalty: 5618.087402
	Iteration 50Q: 3 clusters Score -1.080269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10802691.000000 Penalty: 5618.087402
	Iteration 51Q: 3 clusters Score -1.080269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10802683.000000 Penalty: 5618.087402
	Iteration 52Q: 3 clusters Score -1.080268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10802683.000000 Penalty: 5618.087402
	Iteration 53Q: 3 clusters Score -1.080268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10802677.000000 Penalty: 5618.087402
	Iteration 54Q: 3 clusters Score -1.080268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10802672.000000 Penalty: 5618.087402
	Iteration 55Q: 3 clusters Score -1.080267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10802674.000000 Penalty: 5618.087402
	Iteration 56Q: 3 clusters Score -1.080267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10802678.000000 Penalty: 5618.087402
	Iteration 57Q: 3 clusters Score -1.080268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10802678.000000 Penalty: 5618.087402
	Iteration 58F: 3 clusters Score -1.080268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Entering Unmasked Estep 
Score: -1910232.000000 Penalty: 2383.742188
	Iteration 0F: 2 clusters Score -1910232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1899457.000000 Penalty: 4767.484375
	Iteration 0F: 3 clusters Score -1899457 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1903010.875000 Penalty: 4767.484375
	Iteration 1F: 3 clusters Score -1903011 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1903439.875000 Penalty: 4767.484375
	Iteration 2F: 3 clusters Score -1903440 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1903863.750000 Penalty: 4767.484375
	Iteration 3F: 3 clusters Score -1903864 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1904363.625000 Penalty: 4767.484375
	Iteration 4F: 3 clusters Score -1904364 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1904910.625000 Penalty: 4767.484375
	Iteration 5F: 3 clusters Score -1904911 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1905459.250000 Penalty: 4767.484375
	Iteration 6F: 3 clusters Score -1905459 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1906010.125000 Penalty: 4767.484375
	Iteration 7F: 3 clusters Score -1906010 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1906480.250000 Penalty: 4767.484375
	Iteration 8F: 3 clusters Score -1906480 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1906808.625000 Penalty: 4767.484375
	Iteration 9Q: 3 clusters Score -1906809 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1907032.875000 Penalty: 4767.484375
	Iteration 10Q: 3 clusters Score -1907033 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1907197.625000 Penalty: 4767.484375
	Iteration 11Q: 3 clusters Score -1907198 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1907384.500000 Penalty: 4767.484375
	Iteration 12Q: 3 clusters Score -1907384 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1907614.500000 Penalty: 4767.484375
	Iteration 13Q: 3 clusters Score -1907614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1907800.750000 Penalty: 4767.484375
	Iteration 14Q: 3 clusters Score -1907801 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1907956.250000 Penalty: 4767.484375
	Iteration 15Q: 3 clusters Score -1907956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1908088.875000 Penalty: 4767.484375
	Iteration 16Q: 3 clusters Score -1908089 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1908189.000000 Penalty: 4767.484375
	Iteration 17Q: 3 clusters Score -1908189 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1908250.625000 Penalty: 4767.484375
	Iteration 18Q: 3 clusters Score -1908251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1908291.625000 Penalty: 4767.484375
	Iteration 19Q: 3 clusters Score -1908292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1908311.500000 Penalty: 4767.484375
	Iteration 20F: 3 clusters Score -1908312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1908342.625000 Penalty: 4767.484375
	Iteration 21Q: 3 clusters Score -1908343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1908353.750000 Penalty: 4767.484375
	Iteration 22Q: 3 clusters Score -1908354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1908372.375000 Penalty: 4767.484375
	Iteration 23Q: 3 clusters Score -1908372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1908376.875000 Penalty: 4767.484375
	Iteration 24Q: 3 clusters Score -1908377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1908382.250000 Penalty: 4767.484375
	Iteration 25Q: 3 clusters Score -1908382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1908394.875000 Penalty: 4767.484375
	Iteration 26Q: 3 clusters Score -1908395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1908404.500000 Penalty: 4767.484375
	Iteration 27Q: 3 clusters Score -1908404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1908417.375000 Penalty: 4767.484375
	Iteration 28Q: 3 clusters Score -1908417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1908425.875000 Penalty: 4767.484375
	Iteration 29Q: 3 clusters Score -1908426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1908433.250000 Penalty: 4767.484375
	Iteration 30Q: 3 clusters Score -1908433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1908451.500000 Penalty: 4767.484375
	Iteration 31Q: 3 clusters Score -1908452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1908457.625000 Penalty: 4767.484375
	Iteration 32Q: 3 clusters Score -1908458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1908466.750000 Penalty: 4767.484375
	Iteration 33Q: 3 clusters Score -1908467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1908477.625000 Penalty: 4767.484375
	Iteration 34Q: 3 clusters Score -1908478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1908485.125000 Penalty: 4767.484375
	Iteration 35Q: 3 clusters Score -1908485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1908498.875000 Penalty: 4767.484375
	Iteration 36Q: 3 clusters Score -1908499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1908516.875000 Penalty: 4767.484375
	Iteration 37Q: 3 clusters Score -1908517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1908535.250000 Penalty: 4767.484375
	Iteration 38Q: 3 clusters Score -1908535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1908552.125000 Penalty: 4767.484375
	Iteration 39Q: 3 clusters Score -1908552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1908561.500000 Penalty: 4767.484375
	Iteration 40F: 3 clusters Score -1908562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1908566.625000 Penalty: 4767.484375
	Iteration 41Q: 3 clusters Score -1908567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1908577.625000 Penalty: 4767.484375
	Iteration 42Q: 3 clusters Score -1908578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1908586.750000 Penalty: 4767.484375
	Iteration 43Q: 3 clusters Score -1908587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1908600.375000 Penalty: 4767.484375
	Iteration 44Q: 3 clusters Score -1908600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1908611.375000 Penalty: 4767.484375
	Iteration 45Q: 3 clusters Score -1908611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1908617.250000 Penalty: 4767.484375
	Iteration 46Q: 3 clusters Score -1908617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1908624.000000 Penalty: 4767.484375
	Iteration 47Q: 3 clusters Score -1908624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1908629.625000 Penalty: 4767.484375
	Iteration 48Q: 3 clusters Score -1908630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1908642.000000 Penalty: 4767.484375
	Iteration 49Q: 3 clusters Score -1908642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1908643.375000 Penalty: 4767.484375
	Iteration 50Q: 3 clusters Score -1908643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1908660.000000 Penalty: 4767.484375
	Iteration 51Q: 3 clusters Score -1908660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1908670.500000 Penalty: 4767.484375
	Iteration 52Q: 3 clusters Score -1908670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1908676.000000 Penalty: 4767.484375
	Iteration 53Q: 3 clusters Score -1908676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1908683.625000 Penalty: 4767.484375
	Iteration 54Q: 3 clusters Score -1908684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1908686.500000 Penalty: 4767.484375
	Iteration 55Q: 3 clusters Score -1908686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1908688.000000 Penalty: 4767.484375
	Iteration 56Q: 3 clusters Score -1908688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1908689.875000 Penalty: 4767.484375
	Iteration 57Q: 3 clusters Score -1908690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1908687.875000 Penalty: 4767.484375
	Iteration 58Q: 3 clusters Score -1908688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1908691.750000 Penalty: 4767.484375
	Iteration 59Q: 3 clusters Score -1908692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1908693.625000 Penalty: 4767.484375
	Iteration 60F: 3 clusters Score -1908694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1908691.125000 Penalty: 4767.484375
	Iteration 61Q: 3 clusters Score -1908691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1908692.125000 Penalty: 4767.484375
	Iteration 62Q: 3 clusters Score -1908692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1908696.875000 Penalty: 4767.484375
	Iteration 63Q: 3 clusters Score -1908697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1908692.750000 Penalty: 4767.484375
	Iteration 64Q: 3 clusters Score -1908693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1908691.500000 Penalty: 4767.484375
	Iteration 65Q: 3 clusters Score -1908692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1908693.125000 Penalty: 4767.484375
	Iteration 66Q: 3 clusters Score -1908693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1908696.625000 Penalty: 4767.484375
	Iteration 67Q: 3 clusters Score -1908697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1908700.000000 Penalty: 4767.484375
	Iteration 68Q: 3 clusters Score -1908700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1908707.500000 Penalty: 4767.484375
	Iteration 69Q: 3 clusters Score -1908708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1908713.500000 Penalty: 4767.484375
	Iteration 70Q: 3 clusters Score -1908714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1908718.875000 Penalty: 4767.484375
	Iteration 71Q: 3 clusters Score -1908719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1908719.375000 Penalty: 4767.484375
	Iteration 72Q: 3 clusters Score -1908719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1908719.625000 Penalty: 4767.484375
	Iteration 73Q: 3 clusters Score -1908720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1908716.750000 Penalty: 4767.484375
	Iteration 74Q: 3 clusters Score -1908717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1908720.750000 Penalty: 4767.484375
	Iteration 75Q: 3 clusters Score -1908721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1908717.250000 Penalty: 4767.484375
	Iteration 76Q: 3 clusters Score -1908717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1908722.625000 Penalty: 4767.484375
	Iteration 77Q: 3 clusters Score -1908723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1908725.500000 Penalty: 4767.484375
	Iteration 78Q: 3 clusters Score -1908726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1908725.750000 Penalty: 4767.484375
	Iteration 79Q: 3 clusters Score -1908726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1908725.000000 Penalty: 4767.484375
	Iteration 80F: 3 clusters Score -1908725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1908723.375000 Penalty: 4767.484375
	Iteration 81Q: 3 clusters Score -1908723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1908725.625000 Penalty: 4767.484375
	Iteration 82Q: 3 clusters Score -1908726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1908726.000000 Penalty: 4767.484375
	Iteration 83Q: 3 clusters Score -1908726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1908727.125000 Penalty: 4767.484375
	Iteration 84Q: 3 clusters Score -1908727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1908730.000000 Penalty: 4767.484375
	Iteration 85Q: 3 clusters Score -1908730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1908731.000000 Penalty: 4767.484375
	Iteration 86Q: 3 clusters Score -1908731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1908729.875000 Penalty: 4767.484375
	Iteration 87Q: 3 clusters Score -1908730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1908728.875000 Penalty: 4767.484375
	Iteration 88Q: 3 clusters Score -1908729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1908729.625000 Penalty: 4767.484375
	Iteration 89Q: 3 clusters Score -1908730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1908728.750000 Penalty: 4767.484375
	Iteration 90Q: 3 clusters Score -1908729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1908728.375000 Penalty: 4767.484375
	Iteration 91Q: 3 clusters Score -1908728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1908728.375000 Penalty: 4767.484375
	Iteration 92F: 3 clusters Score -1908728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Entering Unmasked Estep 
Score: -5238665.500000 Penalty: 2647.739746
	Iteration 0F: 2 clusters Score -5238666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -5209445.500000 Penalty: 5295.479492
	Iteration 0F: 3 clusters Score -5209446 nChanged 20042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5220824.500000 Penalty: 5295.479492
	Iteration 1F: 3 clusters Score -5220824 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5221729.500000 Penalty: 5295.479492
	Iteration 2F: 3 clusters Score -5221730 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5222829.000000 Penalty: 5295.479492
	Iteration 3F: 3 clusters Score -5222829 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5224217.500000 Penalty: 5295.479492
	Iteration 4F: 3 clusters Score -5224218 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5225741.500000 Penalty: 5295.479492
	Iteration 5F: 3 clusters Score -5225742 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5227321.500000 Penalty: 5295.479492
	Iteration 6F: 3 clusters Score -5227322 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -5228916.000000 Penalty: 5295.479492
	Iteration 7F: 3 clusters Score -5228916 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -5230359.000000 Penalty: 5295.479492
	Iteration 8Q: 3 clusters Score -5230359 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -5231441.500000 Penalty: 5295.479492
	Iteration 9Q: 3 clusters Score -5231442 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -5232238.500000 Penalty: 5295.479492
	Iteration 10Q: 3 clusters Score -5232238 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5232787.000000 Penalty: 5295.479492
	Iteration 11Q: 3 clusters Score -5232787 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -5233231.500000 Penalty: 5295.479492
	Iteration 12Q: 3 clusters Score -5233232 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -5233611.500000 Penalty: 5295.479492
	Iteration 13Q: 3 clusters Score -5233612 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5233946.000000 Penalty: 5295.479492
	Iteration 14Q: 3 clusters Score -5233946 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5234301.500000 Penalty: 5295.479492
	Iteration 15Q: 3 clusters Score -5234302 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -5234655.500000 Penalty: 5295.479492
	Iteration 16Q: 3 clusters Score -5234656 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5235022.500000 Penalty: 5295.479492
	Iteration 17Q: 3 clusters Score -5235022 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5235372.500000 Penalty: 5295.479492
	Iteration 18Q: 3 clusters Score -5235372 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5235675.500000 Penalty: 5295.479492
	Iteration 19Q: 3 clusters Score -5235676 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5235933.000000 Penalty: 5295.479492
	Iteration 20F: 3 clusters Score -5235933 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5236170.000000 Penalty: 5295.479492
	Iteration 21Q: 3 clusters Score -5236170 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5236388.000000 Penalty: 5295.479492
	Iteration 22Q: 3 clusters Score -5236388 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5236587.000000 Penalty: 5295.479492
	Iteration 23Q: 3 clusters Score -5236587 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5236736.000000 Penalty: 5295.479492
	Iteration 24Q: 3 clusters Score -5236736 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5236863.000000 Penalty: 5295.479492
	Iteration 25Q: 3 clusters Score -5236863 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5236973.500000 Penalty: 5295.479492
	Iteration 26Q: 3 clusters Score -5236974 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5237082.000000 Penalty: 5295.479492
	Iteration 27Q: 3 clusters Score -5237082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5237160.500000 Penalty: 5295.479492
	Iteration 28Q: 3 clusters Score -5237160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5237187.000000 Penalty: 5295.479492
	Iteration 29Q: 3 clusters Score -5237187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5237220.500000 Penalty: 5295.479492
	Iteration 30Q: 3 clusters Score -5237220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5237249.500000 Penalty: 5295.479492
	Iteration 31Q: 3 clusters Score -5237250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5237262.500000 Penalty: 5295.479492
	Iteration 32Q: 3 clusters Score -5237262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5237265.500000 Penalty: 5295.479492
	Iteration 33Q: 3 clusters Score -5237266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5237283.500000 Penalty: 5295.479492
	Iteration 34Q: 3 clusters Score -5237284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5237295.500000 Penalty: 5295.479492
	Iteration 35Q: 3 clusters Score -5237296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5237307.000000 Penalty: 5295.479492
	Iteration 36Q: 3 clusters Score -5237307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5237301.500000 Penalty: 5295.479492
	Iteration 37Q: 3 clusters Score -5237302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5237310.000000 Penalty: 5295.479492
	Iteration 38Q: 3 clusters Score -5237310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5237308.500000 Penalty: 5295.479492
	Iteration 39Q: 3 clusters Score -5237308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5237309.500000 Penalty: 5295.479492
	Iteration 40F: 3 clusters Score -5237310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5237308.500000 Penalty: 5295.479492
	Iteration 41Q: 3 clusters Score -5237308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5237307.000000 Penalty: 5295.479492
	Iteration 42Q: 3 clusters Score -5237307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5237310.000000 Penalty: 5295.479492
	Iteration 43Q: 3 clusters Score -5237310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5237311.000000 Penalty: 5295.479492
	Iteration 44Q: 3 clusters Score -5237311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5237317.000000 Penalty: 5295.479492
	Iteration 45Q: 3 clusters Score -5237317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5237313.000000 Penalty: 5295.479492
	Iteration 46Q: 3 clusters Score -5237313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5237320.500000 Penalty: 5295.479492
	Iteration 47Q: 3 clusters Score -5237320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5237318.000000 Penalty: 5295.479492
	Iteration 48Q: 3 clusters Score -5237318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5237319.500000 Penalty: 5295.479492
	Iteration 49Q: 3 clusters Score -5237320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5237318.000000 Penalty: 5295.479492
	Iteration 50Q: 3 clusters Score -5237318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5237318.000000 Penalty: 5295.479492
	Iteration 51F: 3 clusters Score -5237318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -1010058.750000 Penalty: 2224.257080
	Iteration 0F: 2 clusters Score -1010059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1003682.875000 Penalty: 4448.514160
	Iteration 0F: 3 clusters Score -1003683 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1005511.437500 Penalty: 4448.514160
	Iteration 1F: 3 clusters Score -1005511 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1005890.687500 Penalty: 4448.514160
	Iteration 2F: 3 clusters Score -1005891 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1006173.750000 Penalty: 4448.514160
	Iteration 3F: 3 clusters Score -1006174 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1006397.812500 Penalty: 4448.514160
	Iteration 4F: 3 clusters Score -1006398 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1006567.875000 Penalty: 4448.514160
	Iteration 5Q: 3 clusters Score -1006568 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1006735.250000 Penalty: 4448.514160
	Iteration 6Q: 3 clusters Score -1006735 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1006908.687500 Penalty: 4448.514160
	Iteration 7Q: 3 clusters Score -1006909 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1007066.000000 Penalty: 4448.514160
	Iteration 8Q: 3 clusters Score -1007066 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1007201.687500 Penalty: 4448.514160
	Iteration 9Q: 3 clusters Score -1007202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1007323.000000 Penalty: 4448.514160
	Iteration 10Q: 3 clusters Score -1007323 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1007437.062500 Penalty: 4448.514160
	Iteration 11Q: 3 clusters Score -1007437 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1007543.625000 Penalty: 4448.514160
	Iteration 12Q: 3 clusters Score -1007544 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1007635.687500 Penalty: 4448.514160
	Iteration 13Q: 3 clusters Score -1007636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1007711.812500 Penalty: 4448.514160
	Iteration 14Q: 3 clusters Score -1007712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1007777.375000 Penalty: 4448.514160
	Iteration 15Q: 3 clusters Score -1007777 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1007847.187500 Penalty: 4448.514160
	Iteration 16Q: 3 clusters Score -1007847 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1007912.187500 Penalty: 4448.514160
	Iteration 17Q: 3 clusters Score -1007912 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1007962.625000 Penalty: 4448.514160
	Iteration 18Q: 3 clusters Score -1007963 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1007997.125000 Penalty: 4448.514160
	Iteration 19Q: 3 clusters Score -1007997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1008031.687500 Penalty: 4448.514160
	Iteration 20F: 3 clusters Score -1008032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1008065.062500 Penalty: 4448.514160
	Iteration 21Q: 3 clusters Score -1008065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1008096.562500 Penalty: 4448.514160
	Iteration 22Q: 3 clusters Score -1008097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1008124.125000 Penalty: 4448.514160
	Iteration 23Q: 3 clusters Score -1008124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1008142.250000 Penalty: 4448.514160
	Iteration 24Q: 3 clusters Score -1008142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1008153.812500 Penalty: 4448.514160
	Iteration 25Q: 3 clusters Score -1008154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1008171.625000 Penalty: 4448.514160
	Iteration 26Q: 3 clusters Score -1008172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1008184.500000 Penalty: 4448.514160
	Iteration 27Q: 3 clusters Score -1008184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1008196.250000 Penalty: 4448.514160
	Iteration 28Q: 3 clusters Score -1008196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1008203.187500 Penalty: 4448.514160
	Iteration 29Q: 3 clusters Score -1008203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1008212.437500 Penalty: 4448.514160
	Iteration 30Q: 3 clusters Score -1008212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1008218.250000 Penalty: 4448.514160
	Iteration 31Q: 3 clusters Score -1008218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1008227.062500 Penalty: 4448.514160
	Iteration 32Q: 3 clusters Score -1008227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1008235.875000 Penalty: 4448.514160
	Iteration 33Q: 3 clusters Score -1008236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1008241.187500 Penalty: 4448.514160
	Iteration 34Q: 3 clusters Score -1008241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1008247.187500 Penalty: 4448.514160
	Iteration 35Q: 3 clusters Score -1008247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1008252.875000 Penalty: 4448.514160
	Iteration 36Q: 3 clusters Score -1008253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1008262.437500 Penalty: 4448.514160
	Iteration 37Q: 3 clusters Score -1008262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1008267.437500 Penalty: 4448.514160
	Iteration 38Q: 3 clusters Score -1008267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1008277.312500 Penalty: 4448.514160
	Iteration 39Q: 3 clusters Score -1008277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1008282.437500 Penalty: 4448.514160
	Iteration 40F: 3 clusters Score -1008282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1008285.937500 Penalty: 4448.514160
	Iteration 41Q: 3 clusters Score -1008286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1008295.750000 Penalty: 4448.514160
	Iteration 42Q: 3 clusters Score -1008296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1008304.437500 Penalty: 4448.514160
	Iteration 43Q: 3 clusters Score -1008304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1008313.000000 Penalty: 4448.514160
	Iteration 44Q: 3 clusters Score -1008313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1008320.687500 Penalty: 4448.514160
	Iteration 45Q: 3 clusters Score -1008321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1008325.750000 Penalty: 4448.514160
	Iteration 46Q: 3 clusters Score -1008326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1008328.000000 Penalty: 4448.514160
	Iteration 47Q: 3 clusters Score -1008328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1008332.250000 Penalty: 4448.514160
	Iteration 48Q: 3 clusters Score -1008332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1008334.187500 Penalty: 4448.514160
	Iteration 49Q: 3 clusters Score -1008334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1008334.875000 Penalty: 4448.514160
	Iteration 50Q: 3 clusters Score -1008335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1008335.750000 Penalty: 4448.514160
	Iteration 51Q: 3 clusters Score -1008336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1008335.750000 Penalty: 4448.514160
	Iteration 52Q: 3 clusters Score -1008336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1008340.562500 Penalty: 4448.514160
	Iteration 53Q: 3 clusters Score -1008341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1008343.687500 Penalty: 4448.514160
	Iteration 54Q: 3 clusters Score -1008344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1008343.812500 Penalty: 4448.514160
	Iteration 55Q: 3 clusters Score -1008344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1008342.875000 Penalty: 4448.514160
	Iteration 56Q: 3 clusters Score -1008343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1008343.375000 Penalty: 4448.514160
	Iteration 57Q: 3 clusters Score -1008343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1008346.437500 Penalty: 4448.514160
	Iteration 58Q: 3 clusters Score -1008346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1008347.625000 Penalty: 4448.514160
	Iteration 59Q: 3 clusters Score -1008348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1008348.875000 Penalty: 4448.514160
	Iteration 60F: 3 clusters Score -1008349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1008349.437500 Penalty: 4448.514160
	Iteration 61Q: 3 clusters Score -1008349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1008350.437500 Penalty: 4448.514160
	Iteration 62Q: 3 clusters Score -1008350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1008350.375000 Penalty: 4448.514160
	Iteration 63Q: 3 clusters Score -1008350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1008349.937500 Penalty: 4448.514160
	Iteration 64Q: 3 clusters Score -1008350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1008351.625000 Penalty: 4448.514160
	Iteration 65Q: 3 clusters Score -1008352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1008352.312500 Penalty: 4448.514160
	Iteration 66Q: 3 clusters Score -1008352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1008350.687500 Penalty: 4448.514160
	Iteration 67Q: 3 clusters Score -1008351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1008351.625000 Penalty: 4448.514160
	Iteration 68Q: 3 clusters Score -1008352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1008352.812500 Penalty: 4448.514160
	Iteration 69Q: 3 clusters Score -1008353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1008352.000000 Penalty: 4448.514160
	Iteration 70Q: 3 clusters Score -1008352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1008351.875000 Penalty: 4448.514160
	Iteration 71Q: 3 clusters Score -1008352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1008354.187500 Penalty: 4448.514160
	Iteration 72Q: 3 clusters Score -1008354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1008354.500000 Penalty: 4448.514160
	Iteration 73Q: 3 clusters Score -1008354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1008356.937500 Penalty: 4448.514160
	Iteration 74Q: 3 clusters Score -1008357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1008356.625000 Penalty: 4448.514160
	Iteration 75Q: 3 clusters Score -1008357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1008358.562500 Penalty: 4448.514160
	Iteration 76Q: 3 clusters Score -1008359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1008359.187500 Penalty: 4448.514160
	Iteration 77Q: 3 clusters Score -1008359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1008358.750000 Penalty: 4448.514160
	Iteration 78Q: 3 clusters Score -1008359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1008358.687500 Penalty: 4448.514160
	Iteration 79Q: 3 clusters Score -1008359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1008359.500000 Penalty: 4448.514160
	Iteration 80F: 3 clusters Score -1008360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1008359.812500 Penalty: 4448.514160
	Iteration 81Q: 3 clusters Score -1008360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1008358.000000 Penalty: 4448.514160
	Iteration 82Q: 3 clusters Score -1008358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1008358.000000 Penalty: 4448.514160
	Iteration 83F: 3 clusters Score -1008358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Entering Unmasked Estep 
Score: -1950147.500000 Penalty: 2401.251709
	Iteration 0F: 2 clusters Score -1950148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1938677.500000 Penalty: 4802.503418
	Iteration 0F: 3 clusters Score -1938678 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1942640.750000 Penalty: 4802.503418
	Iteration 1F: 3 clusters Score -1942641 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1943485.125000 Penalty: 4802.503418
	Iteration 2F: 3 clusters Score -1943485 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1944594.750000 Penalty: 4802.503418
	Iteration 3F: 3 clusters Score -1944595 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1945814.125000 Penalty: 4802.503418
	Iteration 4F: 3 clusters Score -1945814 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1946965.750000 Penalty: 4802.503418
	Iteration 5F: 3 clusters Score -1946966 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1947817.375000 Penalty: 4802.503418
	Iteration 6F: 3 clusters Score -1947817 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1948368.125000 Penalty: 4802.503418
	Iteration 7F: 3 clusters Score -1948368 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1948670.250000 Penalty: 4802.503418
	Iteration 8Q: 3 clusters Score -1948670 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1948851.625000 Penalty: 4802.503418
	Iteration 9Q: 3 clusters Score -1948852 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1948952.250000 Penalty: 4802.503418
	Iteration 10Q: 3 clusters Score -1948952 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1949000.125000 Penalty: 4802.503418
	Iteration 11Q: 3 clusters Score -1949000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1949033.625000 Penalty: 4802.503418
	Iteration 12Q: 3 clusters Score -1949034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1949050.500000 Penalty: 4802.503418
	Iteration 13Q: 3 clusters Score -1949050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1949055.875000 Penalty: 4802.503418
	Iteration 14Q: 3 clusters Score -1949056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1949065.625000 Penalty: 4802.503418
	Iteration 15Q: 3 clusters Score -1949066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1949069.125000 Penalty: 4802.503418
	Iteration 16Q: 3 clusters Score -1949069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1949073.375000 Penalty: 4802.503418
	Iteration 17Q: 3 clusters Score -1949073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1949076.625000 Penalty: 4802.503418
	Iteration 18Q: 3 clusters Score -1949077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1949078.500000 Penalty: 4802.503418
	Iteration 19Q: 3 clusters Score -1949078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1949075.250000 Penalty: 4802.503418
	Iteration 20F: 3 clusters Score -1949075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1949078.375000 Penalty: 4802.503418
	Iteration 21Q: 3 clusters Score -1949078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1949086.875000 Penalty: 4802.503418
	Iteration 22Q: 3 clusters Score -1949087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1949083.375000 Penalty: 4802.503418
	Iteration 23Q: 3 clusters Score -1949083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1949079.125000 Penalty: 4802.503418
	Iteration 24Q: 3 clusters Score -1949079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1949081.375000 Penalty: 4802.503418
	Iteration 25Q: 3 clusters Score -1949081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1949082.750000 Penalty: 4802.503418
	Iteration 26Q: 3 clusters Score -1949083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1949083.000000 Penalty: 4802.503418
	Iteration 27Q: 3 clusters Score -1949083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1949083.000000 Penalty: 4802.503418
	Iteration 28Q: 3 clusters Score -1949083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1949083.000000 Penalty: 4802.503418
	Iteration 29F: 3 clusters Score -1949083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -664256.625000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664256.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665427.562500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665427.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -665613.937500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665613.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -665732.250000 Penalty: 4250.236816
	Iteration 3Q: 3 clusters Score -665732.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -665813.375000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665813.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -665881.437500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -665881.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -665934.500000 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -665934.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -665972.937500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -665972.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -666006.687500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666006.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -666037.750000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -666037.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -666065.250000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -666065.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -666092.312500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -666092.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -666114.937500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -666114.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -666137.812500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -666137.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -666174.750000 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -666174.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -666210.625000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -666210.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -666244.812500 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -666244.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -666290.875000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -666290.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -666348.437500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -666348.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -666431.062500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -666431.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -666536.500000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -666536.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -666637.812500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -666637.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -666712.562500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -666712.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -666782.437500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -666782.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -666848.000000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -666848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -666904.062500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -666904.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -666943.000000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -666943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -666968.437500 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -666968.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -666990.500000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -666990.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -667011.125000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -667011.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -667034.250000 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -667034.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -667058.937500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -667058.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -667074.687500 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -667074.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -667083.875000 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -667083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -667089.250000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -667089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -667091.937500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -667091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -667096.625000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -667096.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -667104.375000 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -667104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -667109.625000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -667109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -667112.437500 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -667112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -667115.250000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -667115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -667119.812500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -667119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -667122.062500 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -667122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -667123.500000 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -667123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -667126.562500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -667126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -667128.562500 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -667128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -667131.687500 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -667131.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -667136.812500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -667136.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -667140.812500 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -667140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -667144.375000 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -667144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -667148.500000 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -667148.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -667152.562500 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -667152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -667156.687500 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -667156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -667158.562500 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -667158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -667158.312500 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -667158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -667162.000000 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -667162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -667161.750000 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -667161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -667161.000000 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -667161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -667161.000000 Penalty: 4250.236816
	Iteration 58F: 3 clusters Score -667161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161455.046875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159273.609375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159273.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159823.218750 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -159823.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160261.140625 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -160261.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160478.625000 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160478.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160607.656250 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160607.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -160730.171875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -160730.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160829.109375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -160829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160874.656250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -160874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160901.015625 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -160901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -160923.156250 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -160923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -160937.968750 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -160938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160953.796875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -160953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160968.171875 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -160968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160976.750000 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -160976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160982.265625 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -160982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160986.312500 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -160986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -160988.171875 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -160988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -160992.765625 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -160992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160999.562500 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -160999.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161002.140625 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -161002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161008.218750 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -161008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161015.796875 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -161015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161045.312500 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -161045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161059.296875 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -161059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -161073.062500 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -161073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161094.125000 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -161094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161134.250000 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -161134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161190.890625 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -161190.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161212.109375 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -161212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161218.421875 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -161218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161225.015625 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -161225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161240.781250 Penalty: 3576.565918
	Iteration 31Q: 3 clusters Score -161240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161246.468750 Penalty: 3576.565918
	Iteration 32Q: 3 clusters Score -161246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161247.046875 Penalty: 3576.565918
	Iteration 33Q: 3 clusters Score -161247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161247.046875 Penalty: 3576.565918
	Iteration 34F: 3 clusters Score -161247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Entering Unmasked Estep 
Score: -3126807.750000 Penalty: 2502.877197
	Iteration 0F: 2 clusters Score -3126808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3110155.250000 Penalty: 5005.754395
	Iteration 0F: 3 clusters Score -3110155 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3115805.250000 Penalty: 5005.754395
	Iteration 1F: 3 clusters Score -3115805 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3116148.000000 Penalty: 5005.754395
	Iteration 2Q: 3 clusters Score -3116148 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3116421.250000 Penalty: 5005.754395
	Iteration 3Q: 3 clusters Score -3116421 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3116617.000000 Penalty: 5005.754395
	Iteration 4Q: 3 clusters Score -3116617 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3116825.500000 Penalty: 5005.754395
	Iteration 5Q: 3 clusters Score -3116826 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3116996.250000 Penalty: 5005.754395
	Iteration 6Q: 3 clusters Score -3116996 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3117161.000000 Penalty: 5005.754395
	Iteration 7Q: 3 clusters Score -3117161 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3117322.750000 Penalty: 5005.754395
	Iteration 8Q: 3 clusters Score -3117323 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3117558.250000 Penalty: 5005.754395
	Iteration 9Q: 3 clusters Score -3117558 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3117922.500000 Penalty: 5005.754395
	Iteration 10Q: 3 clusters Score -3117922 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3118427.500000 Penalty: 5005.754395
	Iteration 11Q: 3 clusters Score -3118428 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3119068.500000 Penalty: 5005.754395
	Iteration 12Q: 3 clusters Score -3119068 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3119919.250000 Penalty: 5005.754395
	Iteration 13F: 3 clusters Score -3119919 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3120952.750000 Penalty: 5005.754395
	Iteration 14F: 3 clusters Score -3120953 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3121963.750000 Penalty: 5005.754395
	Iteration 15F: 3 clusters Score -3121964 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3122748.500000 Penalty: 5005.754395
	Iteration 16Q: 3 clusters Score -3122748 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3123332.250000 Penalty: 5005.754395
	Iteration 17Q: 3 clusters Score -3123332 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3123779.750000 Penalty: 5005.754395
	Iteration 18Q: 3 clusters Score -3123780 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3124020.000000 Penalty: 5005.754395
	Iteration 19Q: 3 clusters Score -3124020 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3124189.250000 Penalty: 5005.754395
	Iteration 20F: 3 clusters Score -3124189 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3124317.750000 Penalty: 5005.754395
	Iteration 21Q: 3 clusters Score -3124318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3124405.750000 Penalty: 5005.754395
	Iteration 22Q: 3 clusters Score -3124406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3124474.250000 Penalty: 5005.754395
	Iteration 23Q: 3 clusters Score -3124474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3124517.750000 Penalty: 5005.754395
	Iteration 24Q: 3 clusters Score -3124518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3124549.500000 Penalty: 5005.754395
	Iteration 25Q: 3 clusters Score -3124550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3124571.750000 Penalty: 5005.754395
	Iteration 26Q: 3 clusters Score -3124572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3124602.000000 Penalty: 5005.754395
	Iteration 27Q: 3 clusters Score -3124602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3124620.500000 Penalty: 5005.754395
	Iteration 28Q: 3 clusters Score -3124620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3124631.750000 Penalty: 5005.754395
	Iteration 29Q: 3 clusters Score -3124632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3124651.250000 Penalty: 5005.754395
	Iteration 30Q: 3 clusters Score -3124651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3124664.750000 Penalty: 5005.754395
	Iteration 31Q: 3 clusters Score -3124665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3124664.750000 Penalty: 5005.754395
	Iteration 32Q: 3 clusters Score -3124665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3124674.250000 Penalty: 5005.754395
	Iteration 33Q: 3 clusters Score -3124674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3124678.250000 Penalty: 5005.754395
	Iteration 34Q: 3 clusters Score -3124678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3124690.750000 Penalty: 5005.754395
	Iteration 35Q: 3 clusters Score -3124691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3124687.500000 Penalty: 5005.754395
	Iteration 36Q: 3 clusters Score -3124688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3124688.750000 Penalty: 5005.754395
	Iteration 37Q: 3 clusters Score -3124689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3124693.750000 Penalty: 5005.754395
	Iteration 38Q: 3 clusters Score -3124694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3124691.000000 Penalty: 5005.754395
	Iteration 39Q: 3 clusters Score -3124691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3124691.000000 Penalty: 5005.754395
	Iteration 40F: 3 clusters Score -3124691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -571568.250000 Penalty: 2108.213379
	Iteration 0F: 2 clusters Score -571568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -567048.750000 Penalty: 4216.426758
	Iteration 0F: 3 clusters Score -567048.8 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -568269.875000 Penalty: 4216.426758
	Iteration 1F: 3 clusters Score -568269.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -568679.625000 Penalty: 4216.426758
	Iteration 2F: 3 clusters Score -568679.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -568949.750000 Penalty: 4216.426758
	Iteration 3F: 3 clusters Score -568949.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -569206.062500 Penalty: 4216.426758
	Iteration 4F: 3 clusters Score -569206.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -569385.687500 Penalty: 4216.426758
	Iteration 5Q: 3 clusters Score -569385.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -569512.625000 Penalty: 4216.426758
	Iteration 6Q: 3 clusters Score -569512.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -569650.437500 Penalty: 4216.426758
	Iteration 7Q: 3 clusters Score -569650.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -569743.562500 Penalty: 4216.426758
	Iteration 8Q: 3 clusters Score -569743.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -569847.687500 Penalty: 4216.426758
	Iteration 9Q: 3 clusters Score -569847.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -569948.000000 Penalty: 4216.426758
	Iteration 10Q: 3 clusters Score -569948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -570057.812500 Penalty: 4216.426758
	Iteration 11Q: 3 clusters Score -570057.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -570159.625000 Penalty: 4216.426758
	Iteration 12Q: 3 clusters Score -570159.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -570306.312500 Penalty: 4216.426758
	Iteration 13Q: 3 clusters Score -570306.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -570436.937500 Penalty: 4216.426758
	Iteration 14Q: 3 clusters Score -570436.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -570532.687500 Penalty: 4216.426758
	Iteration 15Q: 3 clusters Score -570532.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -570589.062500 Penalty: 4216.426758
	Iteration 16Q: 3 clusters Score -570589.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -570641.375000 Penalty: 4216.426758
	Iteration 17Q: 3 clusters Score -570641.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -570678.937500 Penalty: 4216.426758
	Iteration 18Q: 3 clusters Score -570678.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -570713.187500 Penalty: 4216.426758
	Iteration 19Q: 3 clusters Score -570713.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -570746.937500 Penalty: 4216.426758
	Iteration 20F: 3 clusters Score -570746.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -570783.312500 Penalty: 4216.426758
	Iteration 21Q: 3 clusters Score -570783.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -570814.062500 Penalty: 4216.426758
	Iteration 22Q: 3 clusters Score -570814.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -570839.562500 Penalty: 4216.426758
	Iteration 23Q: 3 clusters Score -570839.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -570855.312500 Penalty: 4216.426758
	Iteration 24Q: 3 clusters Score -570855.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -570869.562500 Penalty: 4216.426758
	Iteration 25Q: 3 clusters Score -570869.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -570882.000000 Penalty: 4216.426758
	Iteration 26Q: 3 clusters Score -570882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -570893.437500 Penalty: 4216.426758
	Iteration 27Q: 3 clusters Score -570893.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -570900.125000 Penalty: 4216.426758
	Iteration 28Q: 3 clusters Score -570900.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -570906.062500 Penalty: 4216.426758
	Iteration 29Q: 3 clusters Score -570906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -570909.375000 Penalty: 4216.426758
	Iteration 30Q: 3 clusters Score -570909.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -570910.687500 Penalty: 4216.426758
	Iteration 31Q: 3 clusters Score -570910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -570912.062500 Penalty: 4216.426758
	Iteration 32Q: 3 clusters Score -570912.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -570912.062500 Penalty: 4216.426758
	Iteration 33F: 3 clusters Score -570912.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117318 members 
Entering Unmasked Estep 
Score: -15324557.000000 Penalty: 2894.815674
	Iteration 0F: 2 clusters Score -1.532456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -15246111.000000 Penalty: 5789.631348
	Iteration 0F: 3 clusters Score -1.524611e+07 nChanged 55629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -15278511.000000 Penalty: 5789.631348
	Iteration 1F: 3 clusters Score -1.527851e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -15279786.000000 Penalty: 5789.631348
	Iteration 2Q: 3 clusters Score -1.527979e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -15281354.000000 Penalty: 5789.631348
	Iteration 3Q: 3 clusters Score -1.528135e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -15284109.000000 Penalty: 5789.631348
	Iteration 4Q: 3 clusters Score -1.528411e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -15288492.000000 Penalty: 5789.631348
	Iteration 5F: 3 clusters Score -1.528849e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -15295155.000000 Penalty: 5789.631348
	Iteration 6F: 3 clusters Score -1.529516e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -15303121.000000 Penalty: 5789.631348
	Iteration 7F: 3 clusters Score -1.530312e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -15310346.000000 Penalty: 5789.631348
	Iteration 8F: 3 clusters Score -1.531035e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -15315312.000000 Penalty: 5789.631348
	Iteration 9Q: 3 clusters Score -1.531531e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -15318148.000000 Penalty: 5789.631348
	Iteration 10Q: 3 clusters Score -1.531815e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -15319721.000000 Penalty: 5789.631348
	Iteration 11Q: 3 clusters Score -1.531972e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112587 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -15320522.000000 Penalty: 5789.631348
	Iteration 12Q: 3 clusters Score -1.532052e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -15320942.000000 Penalty: 5789.631348
	Iteration 13Q: 3 clusters Score -1.532094e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113962 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -15321246.000000 Penalty: 5789.631348
	Iteration 14Q: 3 clusters Score -1.532125e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -15321487.000000 Penalty: 5789.631348
	Iteration 15Q: 3 clusters Score -1.532149e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -15321700.000000 Penalty: 5789.631348
	Iteration 16Q: 3 clusters Score -1.53217e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -15321868.000000 Penalty: 5789.631348
	Iteration 17Q: 3 clusters Score -1.532187e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -15322003.000000 Penalty: 5789.631348
	Iteration 18Q: 3 clusters Score -1.5322e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -15322080.000000 Penalty: 5789.631348
	Iteration 19Q: 3 clusters Score -1.532208e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15322138.000000 Penalty: 5789.631348
	Iteration 20F: 3 clusters Score -1.532214e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115661 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15322157.000000 Penalty: 5789.631348
	Iteration 21Q: 3 clusters Score -1.532216e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115726 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15322166.000000 Penalty: 5789.631348
	Iteration 22Q: 3 clusters Score -1.532217e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115791 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -15322193.000000 Penalty: 5789.631348
	Iteration 23Q: 3 clusters Score -1.532219e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15322236.000000 Penalty: 5789.631348
	Iteration 24Q: 3 clusters Score -1.532224e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15322252.000000 Penalty: 5789.631348
	Iteration 25Q: 3 clusters Score -1.532225e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115952 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15322296.000000 Penalty: 5789.631348
	Iteration 26Q: 3 clusters Score -1.53223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -15322281.000000 Penalty: 5789.631348
	Iteration 27Q: 3 clusters Score -1.532228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -15322305.000000 Penalty: 5789.631348
	Iteration 28Q: 3 clusters Score -1.53223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -15322317.000000 Penalty: 5789.631348
	Iteration 29Q: 3 clusters Score -1.532232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116058 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15322312.000000 Penalty: 5789.631348
	Iteration 30Q: 3 clusters Score -1.532231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15322316.000000 Penalty: 5789.631348
	Iteration 31Q: 3 clusters Score -1.532232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116118 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15322338.000000 Penalty: 5789.631348
	Iteration 32Q: 3 clusters Score -1.532234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15322347.000000 Penalty: 5789.631348
	Iteration 33Q: 3 clusters Score -1.532235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15322357.000000 Penalty: 5789.631348
	Iteration 34Q: 3 clusters Score -1.532236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15322345.000000 Penalty: 5789.631348
	Iteration 35Q: 3 clusters Score -1.532234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -15322346.000000 Penalty: 5789.631348
	Iteration 36Q: 3 clusters Score -1.532235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15322341.000000 Penalty: 5789.631348
	Iteration 37Q: 3 clusters Score -1.532234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15322351.000000 Penalty: 5789.631348
	Iteration 38Q: 3 clusters Score -1.532235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15322350.000000 Penalty: 5789.631348
	Iteration 39Q: 3 clusters Score -1.532235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15322349.000000 Penalty: 5789.631348
	Iteration 40F: 3 clusters Score -1.532235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116211 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15322349.000000 Penalty: 5789.631348
	Iteration 41Q: 3 clusters Score -1.532235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15322353.000000 Penalty: 5789.631348
	Iteration 42Q: 3 clusters Score -1.532235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116222 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -15322348.000000 Penalty: 5789.631348
	Iteration 43Q: 3 clusters Score -1.532235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116224 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15322347.000000 Penalty: 5789.631348
	Iteration 44Q: 3 clusters Score -1.532235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -15322344.000000 Penalty: 5789.631348
	Iteration 45Q: 3 clusters Score -1.532234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -15322343.000000 Penalty: 5789.631348
	Iteration 46Q: 3 clusters Score -1.532234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116229 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15322344.000000 Penalty: 5789.631348
	Iteration 47Q: 3 clusters Score -1.532234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116229 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15322344.000000 Penalty: 5789.631348
	Iteration 48F: 3 clusters Score -1.532234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -6170069.500000 Penalty: 2671.740723
	Iteration 0F: 2 clusters Score -6170070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6137950.000000 Penalty: 5343.481445
	Iteration 0F: 3 clusters Score -6137950 nChanged 21863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -6149807.000000 Penalty: 5343.481445
	Iteration 1F: 3 clusters Score -6149807 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6150399.500000 Penalty: 5343.481445
	Iteration 2Q: 3 clusters Score -6150400 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -6150948.000000 Penalty: 5343.481445
	Iteration 3Q: 3 clusters Score -6150948 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6151722.500000 Penalty: 5343.481445
	Iteration 4Q: 3 clusters Score -6151722 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -6152813.500000 Penalty: 5343.481445
	Iteration 5Q: 3 clusters Score -6152814 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6154262.500000 Penalty: 5343.481445
	Iteration 6Q: 3 clusters Score -6154262 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -6155869.500000 Penalty: 5343.481445
	Iteration 7F: 3 clusters Score -6155870 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6157354.000000 Penalty: 5343.481445
	Iteration 8F: 3 clusters Score -6157354 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6158686.500000 Penalty: 5343.481445
	Iteration 9F: 3 clusters Score -6158686 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6159973.500000 Penalty: 5343.481445
	Iteration 10F: 3 clusters Score -6159974 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -6161077.000000 Penalty: 5343.481445
	Iteration 11Q: 3 clusters Score -6161077 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -6161929.000000 Penalty: 5343.481445
	Iteration 12Q: 3 clusters Score -6161929 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6162564.000000 Penalty: 5343.481445
	Iteration 13Q: 3 clusters Score -6162564 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -6163036.500000 Penalty: 5343.481445
	Iteration 14Q: 3 clusters Score -6163036 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -6163452.500000 Penalty: 5343.481445
	Iteration 15Q: 3 clusters Score -6163452 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -6163832.000000 Penalty: 5343.481445
	Iteration 16Q: 3 clusters Score -6163832 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -6164113.500000 Penalty: 5343.481445
	Iteration 17Q: 3 clusters Score -6164114 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -6164430.000000 Penalty: 5343.481445
	Iteration 18Q: 3 clusters Score -6164430 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6164719.500000 Penalty: 5343.481445
	Iteration 19Q: 3 clusters Score -6164720 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -6165038.500000 Penalty: 5343.481445
	Iteration 20F: 3 clusters Score -6165038 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -6165329.500000 Penalty: 5343.481445
	Iteration 21Q: 3 clusters Score -6165330 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -6165573.500000 Penalty: 5343.481445
	Iteration 22Q: 3 clusters Score -6165574 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -6165802.500000 Penalty: 5343.481445
	Iteration 23Q: 3 clusters Score -6165802 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6166063.000000 Penalty: 5343.481445
	Iteration 24Q: 3 clusters Score -6166063 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -6166317.500000 Penalty: 5343.481445
	Iteration 25Q: 3 clusters Score -6166318 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6166578.500000 Penalty: 5343.481445
	Iteration 26Q: 3 clusters Score -6166578 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -6166837.500000 Penalty: 5343.481445
	Iteration 27Q: 3 clusters Score -6166838 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -6167083.000000 Penalty: 5343.481445
	Iteration 28Q: 3 clusters Score -6167083 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6167289.000000 Penalty: 5343.481445
	Iteration 29Q: 3 clusters Score -6167289 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -6167476.000000 Penalty: 5343.481445
	Iteration 30Q: 3 clusters Score -6167476 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -6167619.500000 Penalty: 5343.481445
	Iteration 31Q: 3 clusters Score -6167620 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -6167759.500000 Penalty: 5343.481445
	Iteration 32Q: 3 clusters Score -6167760 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -6167889.000000 Penalty: 5343.481445
	Iteration 33Q: 3 clusters Score -6167889 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -6167990.500000 Penalty: 5343.481445
	Iteration 34Q: 3 clusters Score -6167990 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -6168104.500000 Penalty: 5343.481445
	Iteration 35Q: 3 clusters Score -6168104 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -6168220.500000 Penalty: 5343.481445
	Iteration 36Q: 3 clusters Score -6168220 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -6168308.000000 Penalty: 5343.481445
	Iteration 37Q: 3 clusters Score -6168308 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -6168396.500000 Penalty: 5343.481445
	Iteration 38Q: 3 clusters Score -6168396 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -6168462.000000 Penalty: 5343.481445
	Iteration 39Q: 3 clusters Score -6168462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -6168517.500000 Penalty: 5343.481445
	Iteration 40F: 3 clusters Score -6168518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -6168564.000000 Penalty: 5343.481445
	Iteration 41Q: 3 clusters Score -6168564 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -6168600.000000 Penalty: 5343.481445
	Iteration 42Q: 3 clusters Score -6168600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -6168630.000000 Penalty: 5343.481445
	Iteration 43Q: 3 clusters Score -6168630 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -6168670.000000 Penalty: 5343.481445
	Iteration 44Q: 3 clusters Score -6168670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -6168683.000000 Penalty: 5343.481445
	Iteration 45Q: 3 clusters Score -6168683 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -6168713.500000 Penalty: 5343.481445
	Iteration 46Q: 3 clusters Score -6168714 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -6168742.000000 Penalty: 5343.481445
	Iteration 47Q: 3 clusters Score -6168742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -6168774.500000 Penalty: 5343.481445
	Iteration 48Q: 3 clusters Score -6168774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -6168798.000000 Penalty: 5343.481445
	Iteration 49Q: 3 clusters Score -6168798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -6168813.000000 Penalty: 5343.481445
	Iteration 50Q: 3 clusters Score -6168813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -6168830.000000 Penalty: 5343.481445
	Iteration 51Q: 3 clusters Score -6168830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6168851.000000 Penalty: 5343.481445
	Iteration 52Q: 3 clusters Score -6168851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6168861.500000 Penalty: 5343.481445
	Iteration 53Q: 3 clusters Score -6168862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -6168855.500000 Penalty: 5343.481445
	Iteration 54Q: 3 clusters Score -6168856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -6168850.000000 Penalty: 5343.481445
	Iteration 55Q: 3 clusters Score -6168850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -6168860.500000 Penalty: 5343.481445
	Iteration 56Q: 3 clusters Score -6168860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -6168875.000000 Penalty: 5343.481445
	Iteration 57Q: 3 clusters Score -6168875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -6168885.000000 Penalty: 5343.481445
	Iteration 58Q: 3 clusters Score -6168885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -6168884.500000 Penalty: 5343.481445
	Iteration 59Q: 3 clusters Score -6168884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6168892.000000 Penalty: 5343.481445
	Iteration 60F: 3 clusters Score -6168892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -6168892.000000 Penalty: 5343.481445
	Iteration 61Q: 3 clusters Score -6168892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6168899.500000 Penalty: 5343.481445
	Iteration 62Q: 3 clusters Score -6168900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6168894.500000 Penalty: 5343.481445
	Iteration 63Q: 3 clusters Score -6168894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -6168898.000000 Penalty: 5343.481445
	Iteration 64Q: 3 clusters Score -6168898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -6168904.000000 Penalty: 5343.481445
	Iteration 65Q: 3 clusters Score -6168904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -6168909.000000 Penalty: 5343.481445
	Iteration 66Q: 3 clusters Score -6168909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6168903.000000 Penalty: 5343.481445
	Iteration 67Q: 3 clusters Score -6168903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -6168908.000000 Penalty: 5343.481445
	Iteration 68Q: 3 clusters Score -6168908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -6168903.500000 Penalty: 5343.481445
	Iteration 69Q: 3 clusters Score -6168904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6168914.500000 Penalty: 5343.481445
	Iteration 70Q: 3 clusters Score -6168914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6168910.500000 Penalty: 5343.481445
	Iteration 71Q: 3 clusters Score -6168910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -6168914.500000 Penalty: 5343.481445
	Iteration 72Q: 3 clusters Score -6168914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6168911.000000 Penalty: 5343.481445
	Iteration 73Q: 3 clusters Score -6168911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -6168917.500000 Penalty: 5343.481445
	Iteration 74Q: 3 clusters Score -6168918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -6168918.500000 Penalty: 5343.481445
	Iteration 75Q: 3 clusters Score -6168918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -6168917.000000 Penalty: 5343.481445
	Iteration 76Q: 3 clusters Score -6168917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6168917.500000 Penalty: 5343.481445
	Iteration 77Q: 3 clusters Score -6168918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -6168921.000000 Penalty: 5343.481445
	Iteration 78Q: 3 clusters Score -6168921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6168915.500000 Penalty: 5343.481445
	Iteration 79Q: 3 clusters Score -6168916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6168914.000000 Penalty: 5343.481445
	Iteration 80F: 3 clusters Score -6168914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -6168916.000000 Penalty: 5343.481445
	Iteration 81Q: 3 clusters Score -6168916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6168923.000000 Penalty: 5343.481445
	Iteration 82Q: 3 clusters Score -6168923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6168920.500000 Penalty: 5343.481445
	Iteration 83Q: 3 clusters Score -6168920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6168926.000000 Penalty: 5343.481445
	Iteration 84Q: 3 clusters Score -6168926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -6168921.000000 Penalty: 5343.481445
	Iteration 85Q: 3 clusters Score -6168921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -6168927.500000 Penalty: 5343.481445
	Iteration 86Q: 3 clusters Score -6168928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -6168922.500000 Penalty: 5343.481445
	Iteration 87Q: 3 clusters Score -6168922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -6168924.000000 Penalty: 5343.481445
	Iteration 88Q: 3 clusters Score -6168924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6168921.500000 Penalty: 5343.481445
	Iteration 89Q: 3 clusters Score -6168922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -6168913.000000 Penalty: 5343.481445
	Iteration 90Q: 3 clusters Score -6168913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -6168915.500000 Penalty: 5343.481445
	Iteration 91Q: 3 clusters Score -6168916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -6168910.000000 Penalty: 5343.481445
	Iteration 92Q: 3 clusters Score -6168910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6168919.500000 Penalty: 5343.481445
	Iteration 93Q: 3 clusters Score -6168920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -6168911.000000 Penalty: 5343.481445
	Iteration 94Q: 3 clusters Score -6168911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -6168928.500000 Penalty: 5343.481445
	Iteration 95Q: 3 clusters Score -6168928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -6168932.500000 Penalty: 5343.481445
	Iteration 96Q: 3 clusters Score -6168932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -6168929.500000 Penalty: 5343.481445
	Iteration 97Q: 3 clusters Score -6168930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -6168919.000000 Penalty: 5343.481445
	Iteration 98Q: 3 clusters Score -6168919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -6168927.500000 Penalty: 5343.481445
	Iteration 99Q: 3 clusters Score -6168928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -6168930.000000 Penalty: 5343.481445
	Iteration 100F: 3 clusters Score -6168930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6168935.500000 Penalty: 5343.481445
	Iteration 101Q: 3 clusters Score -6168936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -6168946.000000 Penalty: 5343.481445
	Iteration 102Q: 3 clusters Score -6168946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6168941.000000 Penalty: 5343.481445
	Iteration 103Q: 3 clusters Score -6168941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -6168942.000000 Penalty: 5343.481445
	Iteration 104Q: 3 clusters Score -6168942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -6168950.500000 Penalty: 5343.481445
	Iteration 105Q: 3 clusters Score -6168950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -6168950.500000 Penalty: 5343.481445
	Iteration 106Q: 3 clusters Score -6168950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6168935.500000 Penalty: 5343.481445
	Iteration 107Q: 3 clusters Score -6168936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -6168934.500000 Penalty: 5343.481445
	Iteration 108Q: 3 clusters Score -6168934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -6168944.500000 Penalty: 5343.481445
	Iteration 109Q: 3 clusters Score -6168944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -6168940.500000 Penalty: 5343.481445
	Iteration 110Q: 3 clusters Score -6168940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -6168940.500000 Penalty: 5343.481445
	Iteration 111F: 3 clusters Score -6168940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -200130.625000 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -200130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -197713.875000 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -197713.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198117.687500 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -198117.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -198223.750000 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -198223.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -198283.656250 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -198283.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -198323.000000 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -198323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198355.140625 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -198355.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198381.515625 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -198381.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -198405.531250 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -198405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -198418.046875 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -198418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198428.468750 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -198428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -198436.984375 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -198437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -198445.203125 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -198445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198446.875000 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -198446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198448.171875 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -198448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -198451.843750 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -198451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198455.234375 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -198455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -198457.765625 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -198457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198461.562500 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -198461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -198463.281250 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -198463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198464.078125 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -198464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198464.078125 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -198464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -518048.156250 Penalty: 2071.900879
	Iteration 0F: 2 clusters Score -518048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -514043.562500 Penalty: 4143.801758
	Iteration 0F: 3 clusters Score -514043.6 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -515126.875000 Penalty: 4143.801758
	Iteration 1F: 3 clusters Score -515126.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -515488.593750 Penalty: 4143.801758
	Iteration 2F: 3 clusters Score -515488.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -515771.468750 Penalty: 4143.801758
	Iteration 3F: 3 clusters Score -515771.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -515935.312500 Penalty: 4143.801758
	Iteration 4F: 3 clusters Score -515935.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -516058.156250 Penalty: 4143.801758
	Iteration 5Q: 3 clusters Score -516058.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -516168.562500 Penalty: 4143.801758
	Iteration 6Q: 3 clusters Score -516168.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -516257.656250 Penalty: 4143.801758
	Iteration 7Q: 3 clusters Score -516257.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -516318.906250 Penalty: 4143.801758
	Iteration 8Q: 3 clusters Score -516318.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -516375.531250 Penalty: 4143.801758
	Iteration 9Q: 3 clusters Score -516375.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -516432.218750 Penalty: 4143.801758
	Iteration 10Q: 3 clusters Score -516432.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -516470.875000 Penalty: 4143.801758
	Iteration 11Q: 3 clusters Score -516470.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -516498.781250 Penalty: 4143.801758
	Iteration 12Q: 3 clusters Score -516498.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -516523.437500 Penalty: 4143.801758
	Iteration 13Q: 3 clusters Score -516523.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -516542.093750 Penalty: 4143.801758
	Iteration 14Q: 3 clusters Score -516542.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -516554.468750 Penalty: 4143.801758
	Iteration 15Q: 3 clusters Score -516554.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -516561.781250 Penalty: 4143.801758
	Iteration 16Q: 3 clusters Score -516561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -516568.812500 Penalty: 4143.801758
	Iteration 17Q: 3 clusters Score -516568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -516578.031250 Penalty: 4143.801758
	Iteration 18Q: 3 clusters Score -516578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -516584.812500 Penalty: 4143.801758
	Iteration 19Q: 3 clusters Score -516584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -516589.843750 Penalty: 4143.801758
	Iteration 20F: 3 clusters Score -516589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -516596.250000 Penalty: 4143.801758
	Iteration 21Q: 3 clusters Score -516596.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -516600.375000 Penalty: 4143.801758
	Iteration 22Q: 3 clusters Score -516600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -516603.531250 Penalty: 4143.801758
	Iteration 23Q: 3 clusters Score -516603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -516605.375000 Penalty: 4143.801758
	Iteration 24Q: 3 clusters Score -516605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -516606.312500 Penalty: 4143.801758
	Iteration 25Q: 3 clusters Score -516606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -516609.843750 Penalty: 4143.801758
	Iteration 26Q: 3 clusters Score -516609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -516613.093750 Penalty: 4143.801758
	Iteration 27Q: 3 clusters Score -516613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -516618.843750 Penalty: 4143.801758
	Iteration 28Q: 3 clusters Score -516618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -516629.531250 Penalty: 4143.801758
	Iteration 29Q: 3 clusters Score -516629.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -516638.718750 Penalty: 4143.801758
	Iteration 30Q: 3 clusters Score -516638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -516651.500000 Penalty: 4143.801758
	Iteration 31Q: 3 clusters Score -516651.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -516660.656250 Penalty: 4143.801758
	Iteration 32Q: 3 clusters Score -516660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -516665.937500 Penalty: 4143.801758
	Iteration 33Q: 3 clusters Score -516665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -516671.593750 Penalty: 4143.801758
	Iteration 34Q: 3 clusters Score -516671.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -516678.843750 Penalty: 4143.801758
	Iteration 35Q: 3 clusters Score -516678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -516689.031250 Penalty: 4143.801758
	Iteration 36Q: 3 clusters Score -516689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -516695.531250 Penalty: 4143.801758
	Iteration 37Q: 3 clusters Score -516695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -516697.187500 Penalty: 4143.801758
	Iteration 38Q: 3 clusters Score -516697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -516698.656250 Penalty: 4143.801758
	Iteration 39Q: 3 clusters Score -516698.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -516702.125000 Penalty: 4143.801758
	Iteration 40F: 3 clusters Score -516702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -516707.812500 Penalty: 4143.801758
	Iteration 41Q: 3 clusters Score -516707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -516711.937500 Penalty: 4143.801758
	Iteration 42Q: 3 clusters Score -516711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -516714.875000 Penalty: 4143.801758
	Iteration 43Q: 3 clusters Score -516714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -516716.906250 Penalty: 4143.801758
	Iteration 44Q: 3 clusters Score -516716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -516718.937500 Penalty: 4143.801758
	Iteration 45Q: 3 clusters Score -516718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -516718.531250 Penalty: 4143.801758
	Iteration 46Q: 3 clusters Score -516718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -516718.531250 Penalty: 4143.801758
	Iteration 47F: 3 clusters Score -516718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31930.005859 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31930.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32025.066406 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32025.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32059.767578 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32059.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32070.990234 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32070.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32070.990234 Penalty: 2791.300049
	Iteration 4F: 3 clusters Score -32070.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Entering Unmasked Estep 
Score: -838533.000000 Penalty: 2175.607422
	Iteration 0F: 2 clusters Score -838533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -833089.687500 Penalty: 4351.214844
	Iteration 0F: 3 clusters Score -833089.7 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -834484.000000 Penalty: 4351.214844
	Iteration 1F: 3 clusters Score -834484 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -834722.875000 Penalty: 4351.214844
	Iteration 2F: 3 clusters Score -834722.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -834879.812500 Penalty: 4351.214844
	Iteration 3Q: 3 clusters Score -834879.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -835013.187500 Penalty: 4351.214844
	Iteration 4Q: 3 clusters Score -835013.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -835144.625000 Penalty: 4351.214844
	Iteration 5Q: 3 clusters Score -835144.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -835250.562500 Penalty: 4351.214844
	Iteration 6Q: 3 clusters Score -835250.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -835356.250000 Penalty: 4351.214844
	Iteration 7Q: 3 clusters Score -835356.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -835450.875000 Penalty: 4351.214844
	Iteration 8Q: 3 clusters Score -835450.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -835550.187500 Penalty: 4351.214844
	Iteration 9Q: 3 clusters Score -835550.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -835646.562500 Penalty: 4351.214844
	Iteration 10Q: 3 clusters Score -835646.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -835739.437500 Penalty: 4351.214844
	Iteration 11Q: 3 clusters Score -835739.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -835837.375000 Penalty: 4351.214844
	Iteration 12Q: 3 clusters Score -835837.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -835920.687500 Penalty: 4351.214844
	Iteration 13Q: 3 clusters Score -835920.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -836004.875000 Penalty: 4351.214844
	Iteration 14Q: 3 clusters Score -836004.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -836076.125000 Penalty: 4351.214844
	Iteration 15Q: 3 clusters Score -836076.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -836160.437500 Penalty: 4351.214844
	Iteration 16Q: 3 clusters Score -836160.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -836231.375000 Penalty: 4351.214844
	Iteration 17Q: 3 clusters Score -836231.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -836303.000000 Penalty: 4351.214844
	Iteration 18Q: 3 clusters Score -836303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -836384.937500 Penalty: 4351.214844
	Iteration 19Q: 3 clusters Score -836384.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -836445.000000 Penalty: 4351.214844
	Iteration 20F: 3 clusters Score -836445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -836491.687500 Penalty: 4351.214844
	Iteration 21Q: 3 clusters Score -836491.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -836533.312500 Penalty: 4351.214844
	Iteration 22Q: 3 clusters Score -836533.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -836567.000000 Penalty: 4351.214844
	Iteration 23Q: 3 clusters Score -836567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -836589.500000 Penalty: 4351.214844
	Iteration 24Q: 3 clusters Score -836589.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -836606.562500 Penalty: 4351.214844
	Iteration 25Q: 3 clusters Score -836606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -836614.812500 Penalty: 4351.214844
	Iteration 26Q: 3 clusters Score -836614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -836621.687500 Penalty: 4351.214844
	Iteration 27Q: 3 clusters Score -836621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -836624.437500 Penalty: 4351.214844
	Iteration 28Q: 3 clusters Score -836624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -836632.500000 Penalty: 4351.214844
	Iteration 29Q: 3 clusters Score -836632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -836637.312500 Penalty: 4351.214844
	Iteration 30Q: 3 clusters Score -836637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -836642.750000 Penalty: 4351.214844
	Iteration 31Q: 3 clusters Score -836642.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -836648.250000 Penalty: 4351.214844
	Iteration 32Q: 3 clusters Score -836648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -836655.750000 Penalty: 4351.214844
	Iteration 33Q: 3 clusters Score -836655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -836661.687500 Penalty: 4351.214844
	Iteration 34Q: 3 clusters Score -836661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -836665.250000 Penalty: 4351.214844
	Iteration 35Q: 3 clusters Score -836665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -836674.875000 Penalty: 4351.214844
	Iteration 36Q: 3 clusters Score -836674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -836686.312500 Penalty: 4351.214844
	Iteration 37Q: 3 clusters Score -836686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -836697.000000 Penalty: 4351.214844
	Iteration 38Q: 3 clusters Score -836697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -836704.125000 Penalty: 4351.214844
	Iteration 39Q: 3 clusters Score -836704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -836710.500000 Penalty: 4351.214844
	Iteration 40F: 3 clusters Score -836710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -836712.500000 Penalty: 4351.214844
	Iteration 41Q: 3 clusters Score -836712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -836714.812500 Penalty: 4351.214844
	Iteration 42Q: 3 clusters Score -836714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -836715.250000 Penalty: 4351.214844
	Iteration 43Q: 3 clusters Score -836715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -836716.312500 Penalty: 4351.214844
	Iteration 44Q: 3 clusters Score -836716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -836718.312500 Penalty: 4351.214844
	Iteration 45Q: 3 clusters Score -836718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -836718.312500 Penalty: 4351.214844
	Iteration 46F: 3 clusters Score -836718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -1108547.625000 Penalty: 2241.808838
	Iteration 0F: 2 clusters Score -1108548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1101946.000000 Penalty: 4483.617676
	Iteration 0F: 3 clusters Score -1101946 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1103775.750000 Penalty: 4483.617676
	Iteration 1F: 3 clusters Score -1103776 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1104066.875000 Penalty: 4483.617676
	Iteration 2F: 3 clusters Score -1104067 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1104294.250000 Penalty: 4483.617676
	Iteration 3F: 3 clusters Score -1104294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1104482.750000 Penalty: 4483.617676
	Iteration 4Q: 3 clusters Score -1104483 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1104652.125000 Penalty: 4483.617676
	Iteration 5Q: 3 clusters Score -1104652 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1104829.750000 Penalty: 4483.617676
	Iteration 6Q: 3 clusters Score -1104830 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1105012.125000 Penalty: 4483.617676
	Iteration 7Q: 3 clusters Score -1105012 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1105196.625000 Penalty: 4483.617676
	Iteration 8Q: 3 clusters Score -1105197 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1105328.750000 Penalty: 4483.617676
	Iteration 9Q: 3 clusters Score -1105329 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1105441.500000 Penalty: 4483.617676
	Iteration 10Q: 3 clusters Score -1105442 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1105542.125000 Penalty: 4483.617676
	Iteration 11Q: 3 clusters Score -1105542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1105644.625000 Penalty: 4483.617676
	Iteration 12Q: 3 clusters Score -1105645 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1105770.750000 Penalty: 4483.617676
	Iteration 13Q: 3 clusters Score -1105771 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1105869.875000 Penalty: 4483.617676
	Iteration 14Q: 3 clusters Score -1105870 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1105949.375000 Penalty: 4483.617676
	Iteration 15Q: 3 clusters Score -1105949 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1106020.000000 Penalty: 4483.617676
	Iteration 16Q: 3 clusters Score -1106020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1106068.000000 Penalty: 4483.617676
	Iteration 17Q: 3 clusters Score -1106068 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1106108.250000 Penalty: 4483.617676
	Iteration 18Q: 3 clusters Score -1106108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1106140.000000 Penalty: 4483.617676
	Iteration 19Q: 3 clusters Score -1106140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1106173.750000 Penalty: 4483.617676
	Iteration 20F: 3 clusters Score -1106174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1106200.000000 Penalty: 4483.617676
	Iteration 21Q: 3 clusters Score -1106200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1106223.500000 Penalty: 4483.617676
	Iteration 22Q: 3 clusters Score -1106224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1106242.125000 Penalty: 4483.617676
	Iteration 23Q: 3 clusters Score -1106242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1106261.000000 Penalty: 4483.617676
	Iteration 24Q: 3 clusters Score -1106261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1106271.000000 Penalty: 4483.617676
	Iteration 25Q: 3 clusters Score -1106271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1106279.750000 Penalty: 4483.617676
	Iteration 26Q: 3 clusters Score -1106280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1106290.125000 Penalty: 4483.617676
	Iteration 27Q: 3 clusters Score -1106290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1106296.250000 Penalty: 4483.617676
	Iteration 28Q: 3 clusters Score -1106296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1106302.250000 Penalty: 4483.617676
	Iteration 29Q: 3 clusters Score -1106302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1106305.500000 Penalty: 4483.617676
	Iteration 30Q: 3 clusters Score -1106306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1106311.375000 Penalty: 4483.617676
	Iteration 31Q: 3 clusters Score -1106311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1106315.375000 Penalty: 4483.617676
	Iteration 32Q: 3 clusters Score -1106315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1106317.125000 Penalty: 4483.617676
	Iteration 33Q: 3 clusters Score -1106317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1106319.875000 Penalty: 4483.617676
	Iteration 34Q: 3 clusters Score -1106320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1106324.125000 Penalty: 4483.617676
	Iteration 35Q: 3 clusters Score -1106324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1106326.625000 Penalty: 4483.617676
	Iteration 36Q: 3 clusters Score -1106327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1106329.500000 Penalty: 4483.617676
	Iteration 37Q: 3 clusters Score -1106330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1106330.250000 Penalty: 4483.617676
	Iteration 38Q: 3 clusters Score -1106330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1106332.625000 Penalty: 4483.617676
	Iteration 39Q: 3 clusters Score -1106333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1106333.750000 Penalty: 4483.617676
	Iteration 40F: 3 clusters Score -1106334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1106336.375000 Penalty: 4483.617676
	Iteration 41Q: 3 clusters Score -1106336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1106337.625000 Penalty: 4483.617676
	Iteration 42Q: 3 clusters Score -1106338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1106336.125000 Penalty: 4483.617676
	Iteration 43Q: 3 clusters Score -1106336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1106342.125000 Penalty: 4483.617676
	Iteration 44Q: 3 clusters Score -1106342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1106344.500000 Penalty: 4483.617676
	Iteration 45Q: 3 clusters Score -1106344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1106345.125000 Penalty: 4483.617676
	Iteration 46Q: 3 clusters Score -1106345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1106344.500000 Penalty: 4483.617676
	Iteration 47Q: 3 clusters Score -1106344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1106345.750000 Penalty: 4483.617676
	Iteration 48Q: 3 clusters Score -1106346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1106346.750000 Penalty: 4483.617676
	Iteration 49Q: 3 clusters Score -1106347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1106348.875000 Penalty: 4483.617676
	Iteration 50Q: 3 clusters Score -1106349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1106345.125000 Penalty: 4483.617676
	Iteration 51Q: 3 clusters Score -1106345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1106347.875000 Penalty: 4483.617676
	Iteration 52Q: 3 clusters Score -1106348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1106348.125000 Penalty: 4483.617676
	Iteration 53Q: 3 clusters Score -1106348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1106348.625000 Penalty: 4483.617676
	Iteration 54Q: 3 clusters Score -1106349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1106348.625000 Penalty: 4483.617676
	Iteration 55F: 3 clusters Score -1106349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Entering Unmasked Estep 
Score: -1331139.500000 Penalty: 2290.723389
	Iteration 0F: 2 clusters Score -1331140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1323276.125000 Penalty: 4581.446777
	Iteration 0F: 3 clusters Score -1323276 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1325586.625000 Penalty: 4581.446777
	Iteration 1F: 3 clusters Score -1325587 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1325905.125000 Penalty: 4581.446777
	Iteration 2F: 3 clusters Score -1325905 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1326185.875000 Penalty: 4581.446777
	Iteration 3F: 3 clusters Score -1326186 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1326527.500000 Penalty: 4581.446777
	Iteration 4Q: 3 clusters Score -1326528 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1326992.875000 Penalty: 4581.446777
	Iteration 5F: 3 clusters Score -1326993 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1327723.000000 Penalty: 4581.446777
	Iteration 6F: 3 clusters Score -1327723 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1328614.375000 Penalty: 4581.446777
	Iteration 7F: 3 clusters Score -1328614 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1329394.875000 Penalty: 4581.446777
	Iteration 8F: 3 clusters Score -1329395 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1329913.000000 Penalty: 4581.446777
	Iteration 9F: 3 clusters Score -1329913 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1330346.875000 Penalty: 4581.446777
	Iteration 10Q: 3 clusters Score -1330347 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1330717.625000 Penalty: 4581.446777
	Iteration 11Q: 3 clusters Score -1330718 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1330955.500000 Penalty: 4581.446777
	Iteration 12Q: 3 clusters Score -1330956 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1331121.875000 Penalty: 4581.446777
	Iteration 13Q: 3 clusters Score -1331122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1331246.375000 Penalty: 4581.446777
	Iteration 14Q: 3 clusters Score -1331246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1331358.750000 Penalty: 4581.446777
	Iteration 15Q: 3 clusters Score -1331359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1331444.750000 Penalty: 4581.446777
	Iteration 16Q: 3 clusters Score -1331445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1331508.625000 Penalty: 4581.446777
	Iteration 17Q: 3 clusters Score -1331509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1331572.000000 Penalty: 4581.446777
	Iteration 18Q: 3 clusters Score -1331572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1331609.875000 Penalty: 4581.446777
	Iteration 19Q: 3 clusters Score -1331610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1331625.500000 Penalty: 4581.446777
	Iteration 20F: 3 clusters Score -1331626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1331633.250000 Penalty: 4581.446777
	Iteration 21Q: 3 clusters Score -1331633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1331638.250000 Penalty: 4581.446777
	Iteration 22Q: 3 clusters Score -1331638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1331647.250000 Penalty: 4581.446777
	Iteration 23Q: 3 clusters Score -1331647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1331649.500000 Penalty: 4581.446777
	Iteration 24Q: 3 clusters Score -1331650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1331652.875000 Penalty: 4581.446777
	Iteration 25Q: 3 clusters Score -1331653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1331652.875000 Penalty: 4581.446777
	Iteration 26Q: 3 clusters Score -1331653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1331653.500000 Penalty: 4581.446777
	Iteration 27Q: 3 clusters Score -1331654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1331654.875000 Penalty: 4581.446777
	Iteration 28Q: 3 clusters Score -1331655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1331651.750000 Penalty: 4581.446777
	Iteration 29Q: 3 clusters Score -1331652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1331651.250000 Penalty: 4581.446777
	Iteration 30Q: 3 clusters Score -1331651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1331651.250000 Penalty: 4581.446777
	Iteration 31F: 3 clusters Score -1331651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39863 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 161875 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90042 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83016 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16034 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 1717 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30384 members 
Mstep: Class 44 contains 8551 members 
Entering Unmasked Estep 
Score: -111271208.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111271632.000000 to -111271208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -655703.750000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -655703.8 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 2555 members 
Entering Unmasked Estep 
Score: -651080.187500 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -651080.2 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -652252.687500 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -652252.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -652502.125000 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -652502.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -652698.312500 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -652698.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -652880.937500 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -652880.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -653099.500000 Penalty: 4236.484863
	Iteration 5F: 3 clusters Score -653099.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -653332.750000 Penalty: 4236.484863
	Iteration 6F: 3 clusters Score -653332.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -653564.062500 Penalty: 4236.484863
	Iteration 7F: 3 clusters Score -653564.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -653756.250000 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -653756.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -653904.062500 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -653904.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -654003.437500 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -654003.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -654083.000000 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -654083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -654137.500000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -654137.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -654186.062500 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -654186.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -654225.687500 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -654225.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -654251.562500 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -654251.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -654266.625000 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -654266.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -654279.562500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -654279.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -654289.062500 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -654289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -654292.062500 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -654292.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -654295.625000 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -654295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -654298.125000 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -654298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -654299.125000 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -654299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -654300.312500 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -654300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -654302.937500 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -654302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -654302.750000 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -654302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -654302.750000 Penalty: 4236.484863
	Iteration 26F: 3 clusters Score -654302.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -506934.406250 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506934.4 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507788.593750 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507788.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -507964.375000 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507964.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -508064.312500 Penalty: 4110.988770
	Iteration 3Q: 3 clusters Score -508064.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -508121.093750 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508121.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -508167.718750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508167.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -508206.718750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508206.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -508242.125000 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508242.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -508281.437500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508281.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -508327.656250 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508327.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -508383.468750 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508383.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -508434.531250 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508434.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -508479.062500 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508479.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -508528.562500 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508528.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -508577.718750 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508577.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -508622.468750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -508622.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -508651.812500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -508651.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -508675.625000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -508675.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -508700.875000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -508700.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -508724.906250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -508724.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -508749.093750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -508749.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -508772.406250 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -508772.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -508800.375000 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -508800.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -508834.718750 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -508834.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -508863.906250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -508863.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -508901.562500 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -508901.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -508921.906250 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -508921.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -508937.218750 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -508937.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -508955.593750 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -508955.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -508976.437500 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -508976.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -509000.250000 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -509000.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -509023.343750 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -509023.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -509043.437500 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -509043.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -509060.718750 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -509060.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -509070.531250 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -509070.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -509081.875000 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -509081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -509086.687500 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -509086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -509089.812500 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -509089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -509091.875000 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -509091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -509094.593750 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -509094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -509095.875000 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -509095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -509097.937500 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -509097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -509098.437500 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -509098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -509099.531250 Penalty: 4110.988770
	Iteration 43Q: 3 clusters Score -509099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -509102.562500 Penalty: 4110.988770
	Iteration 44Q: 3 clusters Score -509102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -509103.062500 Penalty: 4110.988770
	Iteration 45Q: 3 clusters Score -509103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -509104.812500 Penalty: 4110.988770
	Iteration 46Q: 3 clusters Score -509104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -509104.375000 Penalty: 4110.988770
	Iteration 47Q: 3 clusters Score -509104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -509106.218750 Penalty: 4110.988770
	Iteration 48Q: 3 clusters Score -509106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -509108.000000 Penalty: 4110.988770
	Iteration 49Q: 3 clusters Score -509108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -509110.562500 Penalty: 4110.988770
	Iteration 50Q: 3 clusters Score -509110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -509112.593750 Penalty: 4110.988770
	Iteration 51Q: 3 clusters Score -509112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -509115.593750 Penalty: 4110.988770
	Iteration 52Q: 3 clusters Score -509115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -509118.187500 Penalty: 4110.988770
	Iteration 53Q: 3 clusters Score -509118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -509120.000000 Penalty: 4110.988770
	Iteration 54Q: 3 clusters Score -509120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -509119.437500 Penalty: 4110.988770
	Iteration 55Q: 3 clusters Score -509119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -509119.437500 Penalty: 4110.988770
	Iteration 56F: 3 clusters Score -509119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -110946.601562 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -110946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108997.843750 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -108997.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109485.523438 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -109485.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -109697.203125 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -109697.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -109812.835938 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -109812.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109896.945312 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -109896.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109965.968750 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -109966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110029.085938 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -110029.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110056.671875 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -110056.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110075.500000 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -110075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -110100.992188 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -110101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -110115.382812 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -110115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110131.960938 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -110132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -110150.609375 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -110150.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110160.070312 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -110160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110175.476562 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -110175.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110204.054688 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -110204.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110239.367188 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -110239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -110281.656250 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -110281.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -110347.445312 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -110347.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110452.453125 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -110452.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110567.718750 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -110567.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110675.304688 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -110675.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110748.843750 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -110748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110766.031250 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -110766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110776.468750 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -110776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110788.437500 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -110788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110797.656250 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -110797.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110808.312500 Penalty: 3460.731689
	Iteration 27Q: 3 clusters Score -110808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110810.085938 Penalty: 3460.731689
	Iteration 28Q: 3 clusters Score -110810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110810.085938 Penalty: 3460.731689
	Iteration 29F: 3 clusters Score -110810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -384322.687500 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -384322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -380902.250000 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -380902.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -381694.687500 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -381694.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -381947.031250 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -381947 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -382126.781250 Penalty: 4015.265869
	Iteration 3F: 3 clusters Score -382126.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -382280.062500 Penalty: 4015.265869
	Iteration 4F: 3 clusters Score -382280.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382414.593750 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -382414.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -382542.593750 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -382542.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -382660.062500 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -382660.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -382756.062500 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -382756.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -382839.781250 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -382839.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -382913.500000 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -382913.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -382976.812500 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -382976.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -383044.312500 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -383044.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383089.312500 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -383089.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -383148.937500 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -383148.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -383212.875000 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -383212.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -383276.843750 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -383276.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383372.281250 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -383372.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -383486.343750 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -383486.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -383602.468750 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -383602.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -383663.843750 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -383663.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -383711.687500 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -383711.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -383736.687500 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -383736.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -383755.718750 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -383755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -383767.343750 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -383767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -383773.656250 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -383773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -383777.156250 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -383777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383778.781250 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -383778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383779.125000 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -383779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383781.437500 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -383781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -383782.750000 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -383782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -383784.156250 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -383784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -383784.750000 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -383784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -383786.312500 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -383786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -383786.468750 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -383786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -383787.312500 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -383787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -383788.781250 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -383788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -383788.531250 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -383788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -383788.500000 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -383788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -383788.500000 Penalty: 4015.265869
	Iteration 39F: 3 clusters Score -383788.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -363232.812500 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -363232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -360052.687500 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -360052.7 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -360701.687500 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -360701.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -360910.531250 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -360910.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -361090.625000 Penalty: 3954.514160
	Iteration 3F: 3 clusters Score -361090.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -361261.156250 Penalty: 3954.514160
	Iteration 4F: 3 clusters Score -361261.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -361447.562500 Penalty: 3954.514160
	Iteration 5F: 3 clusters Score -361447.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -361651.781250 Penalty: 3954.514160
	Iteration 6F: 3 clusters Score -361651.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -361824.218750 Penalty: 3954.514160
	Iteration 7F: 3 clusters Score -361824.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -361956.812500 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -361956.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -362066.968750 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -362067 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -362160.562500 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -362160.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -362207.031250 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -362207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -362250.062500 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -362250.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -362279.062500 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -362279.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -362296.937500 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -362296.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -362309.781250 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -362309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -362322.812500 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -362322.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -362345.718750 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -362345.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -362360.937500 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -362360.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -362388.562500 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -362388.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -362439.593750 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -362439.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -362473.937500 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -362473.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -362501.906250 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -362501.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -362537.625000 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -362537.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -362573.937500 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -362573.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -362616.531250 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -362616.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -362670.437500 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -362670.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362750.593750 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -362750.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -362833.312500 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -362833.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -362884.000000 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -362884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -362918.656250 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -362918.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362938.500000 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -362938.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -362955.031250 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -362955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362965.187500 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -362965.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -362972.593750 Penalty: 3954.514160
	Iteration 34Q: 3 clusters Score -362972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -362979.718750 Penalty: 3954.514160
	Iteration 35Q: 3 clusters Score -362979.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -362987.218750 Penalty: 3954.514160
	Iteration 36Q: 3 clusters Score -362987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -362993.906250 Penalty: 3954.514160
	Iteration 37Q: 3 clusters Score -362993.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -363002.656250 Penalty: 3954.514160
	Iteration 38Q: 3 clusters Score -363002.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -363010.343750 Penalty: 3954.514160
	Iteration 39Q: 3 clusters Score -363010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -363019.125000 Penalty: 3954.514160
	Iteration 40F: 3 clusters Score -363019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -363023.000000 Penalty: 3954.514160
	Iteration 41Q: 3 clusters Score -363023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -363026.281250 Penalty: 3954.514160
	Iteration 42Q: 3 clusters Score -363026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -363026.468750 Penalty: 3954.514160
	Iteration 43Q: 3 clusters Score -363026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -363026.468750 Penalty: 3954.514160
	Iteration 44F: 3 clusters Score -363026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97184.312500 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97184.31 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97406.132812 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97406.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97461.031250 Penalty: 3297.896240
	Iteration 2Q: 3 clusters Score -97461.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97509.375000 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97509.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97543.695312 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97550.382812 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97550.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97558.539062 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97558.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97565.804688 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97567.406250 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -97567.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97568.250000 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -97568.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97569.554688 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -97569.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97570.328125 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -97570.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97570.328125 Penalty: 3297.896240
	Iteration 12F: 3 clusters Score -97570.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Entering Unmasked Estep 
Score: -3971283.000000 Penalty: 2559.774414
	Iteration 0F: 2 clusters Score -3971283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3950440.500000 Penalty: 5119.548828
	Iteration 0F: 3 clusters Score -3950440 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3957856.500000 Penalty: 5119.548828
	Iteration 1F: 3 clusters Score -3957856 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3958361.250000 Penalty: 5119.548828
	Iteration 2Q: 3 clusters Score -3958361 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3958843.250000 Penalty: 5119.548828
	Iteration 3Q: 3 clusters Score -3958843 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3959342.000000 Penalty: 5119.548828
	Iteration 4Q: 3 clusters Score -3959342 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3959941.750000 Penalty: 5119.548828
	Iteration 5Q: 3 clusters Score -3959942 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3960712.500000 Penalty: 5119.548828
	Iteration 6F: 3 clusters Score -3960712 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3961820.250000 Penalty: 5119.548828
	Iteration 7F: 3 clusters Score -3961820 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3963319.250000 Penalty: 5119.548828
	Iteration 8F: 3 clusters Score -3963319 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3965048.000000 Penalty: 5119.548828
	Iteration 9F: 3 clusters Score -3965048 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3966611.500000 Penalty: 5119.548828
	Iteration 10F: 3 clusters Score -3966612 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3967646.750000 Penalty: 5119.548828
	Iteration 11Q: 3 clusters Score -3967647 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3968246.250000 Penalty: 5119.548828
	Iteration 12Q: 3 clusters Score -3968246 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3968588.000000 Penalty: 5119.548828
	Iteration 13Q: 3 clusters Score -3968588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3968798.750000 Penalty: 5119.548828
	Iteration 14Q: 3 clusters Score -3968799 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3968910.000000 Penalty: 5119.548828
	Iteration 15Q: 3 clusters Score -3968910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3968965.750000 Penalty: 5119.548828
	Iteration 16Q: 3 clusters Score -3968966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -3969005.750000 Penalty: 5119.548828
	Iteration 17Q: 3 clusters Score -3969006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3969028.000000 Penalty: 5119.548828
	Iteration 18Q: 3 clusters Score -3969028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3969038.250000 Penalty: 5119.548828
	Iteration 19Q: 3 clusters Score -3969038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3969038.750000 Penalty: 5119.548828
	Iteration 20F: 3 clusters Score -3969039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3969041.000000 Penalty: 5119.548828
	Iteration 21Q: 3 clusters Score -3969041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3969045.750000 Penalty: 5119.548828
	Iteration 22Q: 3 clusters Score -3969046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3969046.250000 Penalty: 5119.548828
	Iteration 23Q: 3 clusters Score -3969046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3969054.500000 Penalty: 5119.548828
	Iteration 24Q: 3 clusters Score -3969054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3969057.750000 Penalty: 5119.548828
	Iteration 25Q: 3 clusters Score -3969058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3969062.250000 Penalty: 5119.548828
	Iteration 26Q: 3 clusters Score -3969062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3969064.250000 Penalty: 5119.548828
	Iteration 27Q: 3 clusters Score -3969064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3969070.500000 Penalty: 5119.548828
	Iteration 28Q: 3 clusters Score -3969070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3969070.500000 Penalty: 5119.548828
	Iteration 29F: 3 clusters Score -3969070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39863 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 161875 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 51887 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 90042 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 83016 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16034 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10268 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271752.000000 Penalty: 145996.140625
Iteration 359Q: 44 clusters Score -1.112718e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5499 members 
Mstep: Class 3 contains 12939 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39842 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 161874 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51889 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 90047 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82997 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 43341 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16029 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 117320 members 
Mstep: Class 30 contains 47718 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6456 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10269 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2900 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271608.000000 Penalty: 145996.140625
Iteration 360F: 44 clusters Score -1.112716e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39825 members 
Mstep: Class 10 contains 7457 members 
Mstep: Class 11 contains 161877 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51888 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6898 members 
Mstep: Class 18 contains 90057 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82980 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 22 contains 43351 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16025 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 4920 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47718 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6458 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1077 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271816.000000 Penalty: 145996.140625
Iteration 361Q: 44 clusters Score -1.112718e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39814 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 161878 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51885 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82971 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 22 contains 43358 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16024 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 117318 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271760.000000 Penalty: 145996.140625
Iteration 362Q: 44 clusters Score -1.112718e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 10093 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39799 members 
Mstep: Class 10 contains 7461 members 
Mstep: Class 11 contains 161881 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51884 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6892 members 
Mstep: Class 18 contains 90077 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82962 members 
Mstep: Class 21 contains 14939 members 
Mstep: Class 22 contains 43361 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16030 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24153 members 
Mstep: Class 28 contains 4921 members 
Mstep: Class 29 contains 117320 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6460 members 
Mstep: Class 35 contains 8432 members 
Mstep: Class 36 contains 10267 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1077 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2909 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271808.000000 Penalty: 145996.140625
Iteration 363Q: 44 clusters Score -1.112718e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39773 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 161884 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51885 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6891 members 
Mstep: Class 18 contains 90084 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82952 members 
Mstep: Class 21 contains 14938 members 
Mstep: Class 22 contains 43366 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16038 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 4926 members 
Mstep: Class 29 contains 117322 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8433 members 
Mstep: Class 36 contains 10265 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1077 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2909 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271960.000000 Penalty: 145996.140625
Iteration 364Q: 44 clusters Score -1.11272e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5506 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39753 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 161880 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 90092 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82945 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43372 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16037 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4928 members 
Mstep: Class 29 contains 117321 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4257 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8433 members 
Mstep: Class 36 contains 10264 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1077 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271848.000000 Penalty: 145996.140625
Iteration 365Q: 44 clusters Score -1.112718e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5508 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39723 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 161881 members 
Mstep: Class 12 contains 5965 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 90102 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 82931 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43372 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16050 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4929 members 
Mstep: Class 29 contains 117323 members 
Mstep: Class 30 contains 47730 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4257 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8433 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2915 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271824.000000 Penalty: 145996.140625
Iteration 366Q: 44 clusters Score -1.112718e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5508 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 10073 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39700 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 161885 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6901 members 
Mstep: Class 18 contains 90112 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82916 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16056 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 117324 members 
Mstep: Class 30 contains 47727 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8433 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2915 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271784.000000 Penalty: 145996.140625
Iteration 367Q: 44 clusters Score -1.112718e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39677 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 161886 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6902 members 
Mstep: Class 18 contains 90121 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82903 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43383 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 117328 members 
Mstep: Class 30 contains 47727 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8435 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271872.000000 Penalty: 145996.140625
Iteration 368Q: 44 clusters Score -1.112719e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39665 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 161886 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6902 members 
Mstep: Class 18 contains 90124 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82894 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43372 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 117335 members 
Mstep: Class 30 contains 47729 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8437 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271864.000000 Penalty: 145996.140625
Iteration 369Q: 44 clusters Score -1.112719e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 10074 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39655 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 90130 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82886 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43373 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4929 members 
Mstep: Class 29 contains 117333 members 
Mstep: Class 30 contains 47730 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 8437 members 
Mstep: Class 36 contains 10261 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2917 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271920.000000 Penalty: 145996.140625
Iteration 370Q: 44 clusters Score -1.112719e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39638 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161890 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 51884 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 90131 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 82875 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43382 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 117332 members 
Mstep: Class 30 contains 47731 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8437 members 
Mstep: Class 36 contains 10261 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1081 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271920.000000 Penalty: 145996.140625
Iteration 371Q: 44 clusters Score -1.112719e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39623 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161890 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 51884 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 90136 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82863 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43385 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16064 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 117338 members 
Mstep: Class 30 contains 47730 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8438 members 
Mstep: Class 36 contains 10261 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272008.000000 Penalty: 145996.140625
Iteration 372Q: 44 clusters Score -1.11272e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 10073 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39613 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 90139 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82856 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 43386 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117344 members 
Mstep: Class 30 contains 47729 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8439 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271912.000000 Penalty: 145996.140625
Iteration 373Q: 44 clusters Score -1.112719e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39609 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6904 members 
Mstep: Class 18 contains 90140 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82841 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43398 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 117349 members 
Mstep: Class 30 contains 47728 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8439 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271936.000000 Penalty: 145996.140625
Iteration 374Q: 44 clusters Score -1.112719e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39604 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 90138 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82831 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43409 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4929 members 
Mstep: Class 29 contains 117353 members 
Mstep: Class 30 contains 47728 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8439 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2917 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271912.000000 Penalty: 145996.140625
Iteration 375Q: 44 clusters Score -1.112719e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5508 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39598 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51884 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6911 members 
Mstep: Class 18 contains 90138 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82824 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43408 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8439 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2918 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271944.000000 Penalty: 145996.140625
Iteration 376Q: 44 clusters Score -1.112719e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39593 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161893 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6912 members 
Mstep: Class 18 contains 90140 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82819 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43407 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8439 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2922 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271872.000000 Penalty: 145996.140625
Iteration 377Q: 44 clusters Score -1.112719e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39593 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161894 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6910 members 
Mstep: Class 18 contains 90141 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82818 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43410 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8439 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2923 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271912.000000 Penalty: 145996.140625
Iteration 378Q: 44 clusters Score -1.112719e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39593 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161894 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6911 members 
Mstep: Class 18 contains 90143 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 82814 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43408 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8440 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2923 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271904.000000 Penalty: 145996.140625
Iteration 379Q: 44 clusters Score -1.112719e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10070 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39593 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161894 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51882 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6912 members 
Mstep: Class 18 contains 90145 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82810 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43405 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117361 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8441 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2925 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271912.000000 Penalty: 145996.140625
Iteration 380F: 44 clusters Score -1.112719e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39592 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161893 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51882 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 90145 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43405 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117362 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8441 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2926 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271904.000000 Penalty: 145996.140625
Iteration 381Q: 44 clusters Score -1.112719e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10070 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39593 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 51882 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 90146 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82805 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43401 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24157 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271880.000000 Penalty: 145996.140625
Iteration 382Q: 44 clusters Score -1.112719e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51882 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 18 contains 90147 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82803 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43402 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24157 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271848.000000 Penalty: 145996.140625
Iteration 383Q: 44 clusters Score -1.112718e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51882 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6918 members 
Mstep: Class 18 contains 90147 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82799 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43405 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24157 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117364 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271848.000000 Penalty: 145996.140625
Iteration 384Q: 44 clusters Score -1.112718e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51881 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 18 contains 90147 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82794 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43409 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271880.000000 Penalty: 145996.140625
Iteration 385Q: 44 clusters Score -1.112719e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51881 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 90147 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82793 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 43409 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271928.000000 Penalty: 145996.140625
Iteration 386Q: 44 clusters Score -1.112719e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 90147 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82791 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43408 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117366 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271872.000000 Penalty: 145996.140625
Iteration 387Q: 44 clusters Score -1.112719e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6923 members 
Mstep: Class 18 contains 90147 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82791 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43407 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117366 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271888.000000 Penalty: 145996.140625
Iteration 388Q: 44 clusters Score -1.112719e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 90148 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82791 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43403 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 117368 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271896.000000 Penalty: 145996.140625
Iteration 389Q: 44 clusters Score -1.112719e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6925 members 
Mstep: Class 18 contains 90148 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82791 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43402 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4933 members 
Mstep: Class 29 contains 117368 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271880.000000 Penalty: 145996.140625
Iteration 390Q: 44 clusters Score -1.112719e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 18 contains 90149 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82790 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43401 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4934 members 
Mstep: Class 29 contains 117368 members 
Mstep: Class 30 contains 47725 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271888.000000 Penalty: 145996.140625
Iteration 391Q: 44 clusters Score -1.112719e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82790 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43399 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24155 members 
Mstep: Class 28 contains 4936 members 
Mstep: Class 29 contains 117369 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10263 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271896.000000 Penalty: 145996.140625
Iteration 392Q: 44 clusters Score -1.112719e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51879 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82789 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43398 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 117370 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271880.000000 Penalty: 145996.140625
Iteration 393Q: 44 clusters Score -1.112719e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161890 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51879 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82787 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43399 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117371 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271864.000000 Penalty: 145996.140625
Iteration 394Q: 44 clusters Score -1.112719e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51878 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 90150 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82785 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43401 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117370 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271848.000000 Penalty: 145996.140625
Iteration 395Q: 44 clusters Score -1.112718e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 10062 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 90150 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82783 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43401 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117371 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271808.000000 Penalty: 145996.140625
Iteration 396Q: 44 clusters Score -1.112718e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161891 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6938 members 
Mstep: Class 18 contains 90150 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82781 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43399 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271848.000000 Penalty: 145996.140625
Iteration 397Q: 44 clusters Score -1.112718e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161889 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 90150 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82778 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43398 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271864.000000 Penalty: 145996.140625
Iteration 398Q: 44 clusters Score -1.112719e+08 nChanged 8
Entering ConstructFrom: 
Score: -111271864.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -795095.375000 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -795095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -789711.500000 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -789711.5 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -791182.687500 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -791182.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -791534.687500 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -791534.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -791839.937500 Penalty: 4343.392578
	Iteration 3F: 3 clusters Score -791839.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -792131.625000 Penalty: 4343.392578
	Iteration 4F: 3 clusters Score -792131.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -792448.000000 Penalty: 4343.392578
	Iteration 5F: 3 clusters Score -792448 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -792781.062500 Penalty: 4343.392578
	Iteration 6F: 3 clusters Score -792781.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -793152.500000 Penalty: 4343.392578
	Iteration 7F: 3 clusters Score -793152.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -793597.062500 Penalty: 4343.392578
	Iteration 8F: 3 clusters Score -793597.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -794162.937500 Penalty: 4343.392578
	Iteration 9F: 3 clusters Score -794162.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -794769.125000 Penalty: 4343.392578
	Iteration 10F: 3 clusters Score -794769.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -795174.375000 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -795174.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -795438.937500 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -795438.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -795588.062500 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -795588.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -795666.500000 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -795666.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -795690.500000 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -795690.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -795699.812500 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -795699.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -795708.937500 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -795708.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -795710.812500 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -795710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -795709.625000 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -795709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -795713.750000 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -795713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -795716.250000 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -795716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -795715.187500 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -795715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -795715.437500 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -795715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -795715.375000 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -795715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -795715.250000 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -795715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -795715.187500 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -795715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -795715.187500 Penalty: 4343.392578
	Iteration 27F: 3 clusters Score -795715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82778 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 3979 members 
Entering Unmasked Estep 
Score: -111271448.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111271864.000000 to -111271448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -699552.750000 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -699552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -694695.750000 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -694695.8 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -695897.750000 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -695897.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -696208.437500 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -696208.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -696470.000000 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -696470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -696725.250000 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -696725.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -696978.187500 Penalty: 4272.702637
	Iteration 5F: 3 clusters Score -696978.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -697203.875000 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -697203.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -697373.000000 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -697373 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -697520.250000 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -697520.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -697639.500000 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -697639.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -697730.062500 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -697730.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -697809.125000 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -697809.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -697902.625000 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -697902.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -697992.500000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -697992.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -698054.312500 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -698054.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -698114.937500 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -698114.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -698163.187500 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -698163.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -698211.000000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -698211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -698251.437500 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -698251.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -698277.750000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -698277.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -698301.312500 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -698301.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -698316.125000 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -698316.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -698330.562500 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -698330.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -698341.062500 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -698341.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -698350.187500 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -698350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -698359.062500 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -698359.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -698369.812500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -698369.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -698388.750000 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -698388.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -698413.500000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -698413.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -698451.937500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -698451.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -698493.062500 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -698493.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -698531.937500 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -698531.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -698583.625000 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -698583.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -698653.000000 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -698653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -698723.437500 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -698723.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -698772.125000 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -698772.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -698802.937500 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -698802.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -698825.875000 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -698825.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -698843.062500 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -698843.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -698861.187500 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -698861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -698875.062500 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -698875.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -698884.375000 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -698884.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -698890.312500 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -698890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -698892.000000 Penalty: 4272.702637
	Iteration 43Q: 3 clusters Score -698892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -698896.375000 Penalty: 4272.702637
	Iteration 44Q: 3 clusters Score -698896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -698897.687500 Penalty: 4272.702637
	Iteration 45Q: 3 clusters Score -698897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -698898.500000 Penalty: 4272.702637
	Iteration 46Q: 3 clusters Score -698898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -698899.312500 Penalty: 4272.702637
	Iteration 47Q: 3 clusters Score -698899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -698900.062500 Penalty: 4272.702637
	Iteration 48Q: 3 clusters Score -698900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -698900.375000 Penalty: 4272.702637
	Iteration 49Q: 3 clusters Score -698900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -698902.062500 Penalty: 4272.702637
	Iteration 50Q: 3 clusters Score -698902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -698903.437500 Penalty: 4272.702637
	Iteration 51Q: 3 clusters Score -698903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -698904.312500 Penalty: 4272.702637
	Iteration 52Q: 3 clusters Score -698904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -698905.937500 Penalty: 4272.702637
	Iteration 53Q: 3 clusters Score -698905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -698905.312500 Penalty: 4272.702637
	Iteration 54Q: 3 clusters Score -698905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -698907.125000 Penalty: 4272.702637
	Iteration 55Q: 3 clusters Score -698907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -698907.125000 Penalty: 4272.702637
	Iteration 56F: 3 clusters Score -698907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Entering Unmasked Estep 
Score: -1677380.125000 Penalty: 2347.929932
	Iteration 0F: 2 clusters Score -1677380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1667788.375000 Penalty: 4695.859863
	Iteration 0F: 3 clusters Score -1667788 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1670733.750000 Penalty: 4695.859863
	Iteration 1F: 3 clusters Score -1670734 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1671171.750000 Penalty: 4695.859863
	Iteration 2F: 3 clusters Score -1671172 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1671565.250000 Penalty: 4695.859863
	Iteration 3F: 3 clusters Score -1671565 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1671936.375000 Penalty: 4695.859863
	Iteration 4F: 3 clusters Score -1671936 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1672305.625000 Penalty: 4695.859863
	Iteration 5F: 3 clusters Score -1672306 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1672635.750000 Penalty: 4695.859863
	Iteration 6Q: 3 clusters Score -1672636 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1672942.375000 Penalty: 4695.859863
	Iteration 7Q: 3 clusters Score -1672942 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1673182.375000 Penalty: 4695.859863
	Iteration 8Q: 3 clusters Score -1673182 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1673362.375000 Penalty: 4695.859863
	Iteration 9Q: 3 clusters Score -1673362 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1673528.125000 Penalty: 4695.859863
	Iteration 10Q: 3 clusters Score -1673528 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1673706.375000 Penalty: 4695.859863
	Iteration 11Q: 3 clusters Score -1673706 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1673866.500000 Penalty: 4695.859863
	Iteration 12Q: 3 clusters Score -1673866 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1674054.750000 Penalty: 4695.859863
	Iteration 13Q: 3 clusters Score -1674055 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1674261.625000 Penalty: 4695.859863
	Iteration 14Q: 3 clusters Score -1674262 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1674473.625000 Penalty: 4695.859863
	Iteration 15Q: 3 clusters Score -1674474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1674686.125000 Penalty: 4695.859863
	Iteration 16Q: 3 clusters Score -1674686 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1674851.375000 Penalty: 4695.859863
	Iteration 17Q: 3 clusters Score -1674851 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1674958.125000 Penalty: 4695.859863
	Iteration 18Q: 3 clusters Score -1674958 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1675054.875000 Penalty: 4695.859863
	Iteration 19Q: 3 clusters Score -1675055 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1675149.875000 Penalty: 4695.859863
	Iteration 20F: 3 clusters Score -1675150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1675219.625000 Penalty: 4695.859863
	Iteration 21Q: 3 clusters Score -1675220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1675268.375000 Penalty: 4695.859863
	Iteration 22Q: 3 clusters Score -1675268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1675304.125000 Penalty: 4695.859863
	Iteration 23Q: 3 clusters Score -1675304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1675328.000000 Penalty: 4695.859863
	Iteration 24Q: 3 clusters Score -1675328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1675358.750000 Penalty: 4695.859863
	Iteration 25Q: 3 clusters Score -1675359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1675380.000000 Penalty: 4695.859863
	Iteration 26Q: 3 clusters Score -1675380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1675408.000000 Penalty: 4695.859863
	Iteration 27Q: 3 clusters Score -1675408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1675418.500000 Penalty: 4695.859863
	Iteration 28Q: 3 clusters Score -1675418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1675427.875000 Penalty: 4695.859863
	Iteration 29Q: 3 clusters Score -1675428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1675431.375000 Penalty: 4695.859863
	Iteration 30Q: 3 clusters Score -1675431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1675434.625000 Penalty: 4695.859863
	Iteration 31Q: 3 clusters Score -1675435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1675441.375000 Penalty: 4695.859863
	Iteration 32Q: 3 clusters Score -1675441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1675450.750000 Penalty: 4695.859863
	Iteration 33Q: 3 clusters Score -1675451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1675454.250000 Penalty: 4695.859863
	Iteration 34Q: 3 clusters Score -1675454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1675455.250000 Penalty: 4695.859863
	Iteration 35Q: 3 clusters Score -1675455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1675454.875000 Penalty: 4695.859863
	Iteration 36Q: 3 clusters Score -1675455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1675454.250000 Penalty: 4695.859863
	Iteration 37Q: 3 clusters Score -1675454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1675457.500000 Penalty: 4695.859863
	Iteration 38Q: 3 clusters Score -1675458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1675458.000000 Penalty: 4695.859863
	Iteration 39Q: 3 clusters Score -1675458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1675456.625000 Penalty: 4695.859863
	Iteration 40F: 3 clusters Score -1675457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -1220151.875000 Penalty: 2285.771240
	Iteration 0F: 2 clusters Score -1220152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1212539.500000 Penalty: 4571.542480
	Iteration 0F: 3 clusters Score -1212540 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1214906.625000 Penalty: 4571.542480
	Iteration 1F: 3 clusters Score -1214907 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1215285.250000 Penalty: 4571.542480
	Iteration 2F: 3 clusters Score -1215285 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1215584.250000 Penalty: 4571.542480
	Iteration 3F: 3 clusters Score -1215584 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1215854.875000 Penalty: 4571.542480
	Iteration 4Q: 3 clusters Score -1215855 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1216120.250000 Penalty: 4571.542480
	Iteration 5Q: 3 clusters Score -1216120 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1216398.250000 Penalty: 4571.542480
	Iteration 6Q: 3 clusters Score -1216398 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1216620.500000 Penalty: 4571.542480
	Iteration 7Q: 3 clusters Score -1216620 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1216823.750000 Penalty: 4571.542480
	Iteration 8Q: 3 clusters Score -1216824 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1216997.125000 Penalty: 4571.542480
	Iteration 9Q: 3 clusters Score -1216997 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1217116.750000 Penalty: 4571.542480
	Iteration 10Q: 3 clusters Score -1217117 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1217243.625000 Penalty: 4571.542480
	Iteration 11Q: 3 clusters Score -1217244 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1217387.875000 Penalty: 4571.542480
	Iteration 12Q: 3 clusters Score -1217388 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1217516.625000 Penalty: 4571.542480
	Iteration 13Q: 3 clusters Score -1217517 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1217616.250000 Penalty: 4571.542480
	Iteration 14Q: 3 clusters Score -1217616 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1217710.250000 Penalty: 4571.542480
	Iteration 15Q: 3 clusters Score -1217710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1217798.500000 Penalty: 4571.542480
	Iteration 16Q: 3 clusters Score -1217798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1217863.625000 Penalty: 4571.542480
	Iteration 17Q: 3 clusters Score -1217864 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1217923.000000 Penalty: 4571.542480
	Iteration 18Q: 3 clusters Score -1217923 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1217976.750000 Penalty: 4571.542480
	Iteration 19Q: 3 clusters Score -1217977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1218021.000000 Penalty: 4571.542480
	Iteration 20F: 3 clusters Score -1218021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1218054.250000 Penalty: 4571.542480
	Iteration 21Q: 3 clusters Score -1218054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1218085.625000 Penalty: 4571.542480
	Iteration 22Q: 3 clusters Score -1218086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1218110.000000 Penalty: 4571.542480
	Iteration 23Q: 3 clusters Score -1218110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1218141.125000 Penalty: 4571.542480
	Iteration 24Q: 3 clusters Score -1218141 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1218177.125000 Penalty: 4571.542480
	Iteration 25Q: 3 clusters Score -1218177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1218215.750000 Penalty: 4571.542480
	Iteration 26Q: 3 clusters Score -1218216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1218246.375000 Penalty: 4571.542480
	Iteration 27Q: 3 clusters Score -1218246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1218271.625000 Penalty: 4571.542480
	Iteration 28Q: 3 clusters Score -1218272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1218288.375000 Penalty: 4571.542480
	Iteration 29Q: 3 clusters Score -1218288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1218310.000000 Penalty: 4571.542480
	Iteration 30Q: 3 clusters Score -1218310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1218336.375000 Penalty: 4571.542480
	Iteration 31Q: 3 clusters Score -1218336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1218364.250000 Penalty: 4571.542480
	Iteration 32Q: 3 clusters Score -1218364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1218392.375000 Penalty: 4571.542480
	Iteration 33Q: 3 clusters Score -1218392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1218418.875000 Penalty: 4571.542480
	Iteration 34Q: 3 clusters Score -1218419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1218451.625000 Penalty: 4571.542480
	Iteration 35Q: 3 clusters Score -1218452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1218486.000000 Penalty: 4571.542480
	Iteration 36Q: 3 clusters Score -1218486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1218513.000000 Penalty: 4571.542480
	Iteration 37Q: 3 clusters Score -1218513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1218539.125000 Penalty: 4571.542480
	Iteration 38Q: 3 clusters Score -1218539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1218566.625000 Penalty: 4571.542480
	Iteration 39Q: 3 clusters Score -1218567 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1218600.500000 Penalty: 4571.542480
	Iteration 40F: 3 clusters Score -1218600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1218632.375000 Penalty: 4571.542480
	Iteration 41Q: 3 clusters Score -1218632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1218655.125000 Penalty: 4571.542480
	Iteration 42Q: 3 clusters Score -1218655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1218673.125000 Penalty: 4571.542480
	Iteration 43Q: 3 clusters Score -1218673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1218692.000000 Penalty: 4571.542480
	Iteration 44Q: 3 clusters Score -1218692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1218705.375000 Penalty: 4571.542480
	Iteration 45Q: 3 clusters Score -1218705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1218729.000000 Penalty: 4571.542480
	Iteration 46Q: 3 clusters Score -1218729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1218754.625000 Penalty: 4571.542480
	Iteration 47Q: 3 clusters Score -1218755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1218786.500000 Penalty: 4571.542480
	Iteration 48Q: 3 clusters Score -1218786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1218827.000000 Penalty: 4571.542480
	Iteration 49Q: 3 clusters Score -1218827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1218859.375000 Penalty: 4571.542480
	Iteration 50Q: 3 clusters Score -1218859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1218891.875000 Penalty: 4571.542480
	Iteration 51Q: 3 clusters Score -1218892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1218937.375000 Penalty: 4571.542480
	Iteration 52Q: 3 clusters Score -1218937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1218983.250000 Penalty: 4571.542480
	Iteration 53Q: 3 clusters Score -1218983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1219038.125000 Penalty: 4571.542480
	Iteration 54Q: 3 clusters Score -1219038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1219077.000000 Penalty: 4571.542480
	Iteration 55Q: 3 clusters Score -1219077 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1219110.750000 Penalty: 4571.542480
	Iteration 56Q: 3 clusters Score -1219111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1219136.250000 Penalty: 4571.542480
	Iteration 57Q: 3 clusters Score -1219136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1219160.375000 Penalty: 4571.542480
	Iteration 58Q: 3 clusters Score -1219160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1219174.625000 Penalty: 4571.542480
	Iteration 59Q: 3 clusters Score -1219175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1219176.500000 Penalty: 4571.542480
	Iteration 60F: 3 clusters Score -1219176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1219182.500000 Penalty: 4571.542480
	Iteration 61Q: 3 clusters Score -1219182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1219184.625000 Penalty: 4571.542480
	Iteration 62Q: 3 clusters Score -1219185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1219186.750000 Penalty: 4571.542480
	Iteration 63Q: 3 clusters Score -1219187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1219187.375000 Penalty: 4571.542480
	Iteration 64Q: 3 clusters Score -1219187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1219187.500000 Penalty: 4571.542480
	Iteration 65Q: 3 clusters Score -1219188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1219187.500000 Penalty: 4571.542480
	Iteration 66Q: 3 clusters Score -1219188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1219187.375000 Penalty: 4571.542480
	Iteration 67Q: 3 clusters Score -1219187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1219188.750000 Penalty: 4571.542480
	Iteration 68Q: 3 clusters Score -1219189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1219185.625000 Penalty: 4571.542480
	Iteration 69Q: 3 clusters Score -1219186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1219185.625000 Penalty: 4571.542480
	Iteration 70F: 3 clusters Score -1219186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -197846.453125 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197846.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198338.312500 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198338.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -198503.640625 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198503.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -198606.890625 Penalty: 3692.927002
	Iteration 3F: 3 clusters Score -198606.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198662.437500 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198662.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198721.609375 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198721.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -198767.046875 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198810.015625 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -198836.765625 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198836.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -198860.812500 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198860.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -198875.843750 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -198875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -198891.734375 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -198891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198897.968750 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -198898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -198901.703125 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -198901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198904.078125 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -198904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198906.156250 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -198906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -198906.734375 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -198906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -198906.734375 Penalty: 3692.927002
	Iteration 17F: 3 clusters Score -198906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -60544.781250 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -60544.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59129.257812 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -59129.26 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59310.199219 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -59310.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59380.667969 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -59380.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59464.058594 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -59464.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59471.121094 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -59471.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59471.976562 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -59471.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59471.976562 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -59471.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -234973.515625 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -234973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232452.671875 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -232452.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232887.859375 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -232887.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232992.421875 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -232992.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233050.750000 Penalty: 3741.463623
	Iteration 3Q: 3 clusters Score -233050.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -233099.781250 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -233099.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -233134.812500 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -233134.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -233169.031250 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -233169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233197.640625 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -233197.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -233222.437500 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -233222.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233244.437500 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -233244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233269.593750 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -233269.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -233306.656250 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -233306.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -233344.265625 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -233344.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -233371.062500 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -233371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -233394.953125 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -233395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -233416.484375 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -233416.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -233434.609375 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -233434.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -233450.859375 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -233450.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233462.859375 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -233462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -233467.890625 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -233467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233471.968750 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -233472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233475.843750 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -233475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233476.718750 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -233476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -233477.421875 Penalty: 3741.463623
	Iteration 23Q: 3 clusters Score -233477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233479.531250 Penalty: 3741.463623
	Iteration 24Q: 3 clusters Score -233479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -233482.593750 Penalty: 3741.463623
	Iteration 25Q: 3 clusters Score -233482.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233487.671875 Penalty: 3741.463623
	Iteration 26Q: 3 clusters Score -233487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233493.531250 Penalty: 3741.463623
	Iteration 27Q: 3 clusters Score -233493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233497.656250 Penalty: 3741.463623
	Iteration 28Q: 3 clusters Score -233497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233498.593750 Penalty: 3741.463623
	Iteration 29Q: 3 clusters Score -233498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233499.093750 Penalty: 3741.463623
	Iteration 30Q: 3 clusters Score -233499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233499.734375 Penalty: 3741.463623
	Iteration 31Q: 3 clusters Score -233499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233500.875000 Penalty: 3741.463623
	Iteration 32Q: 3 clusters Score -233500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -233503.390625 Penalty: 3741.463623
	Iteration 33Q: 3 clusters Score -233503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -233505.500000 Penalty: 3741.463623
	Iteration 34Q: 3 clusters Score -233505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233508.015625 Penalty: 3741.463623
	Iteration 35Q: 3 clusters Score -233508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -233510.281250 Penalty: 3741.463623
	Iteration 36Q: 3 clusters Score -233510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -233510.781250 Penalty: 3741.463623
	Iteration 37Q: 3 clusters Score -233510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -233510.781250 Penalty: 3741.463623
	Iteration 38F: 3 clusters Score -233510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83961.523438 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -83961.52 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84422.367188 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84422.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84793.523438 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -84793.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85041.546875 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85041.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85379.804688 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -85379.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85542.625000 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85542.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85583.250000 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85583.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85607.507812 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -85607.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85619.804688 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -85619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85622.992188 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -85622.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85625.570312 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -85625.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85628.015625 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -85628.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85630.710938 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -85630.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85640.140625 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -85640.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85655.539062 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -85655.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85655.539062 Penalty: 3298.538330
	Iteration 15F: 3 clusters Score -85655.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82778 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 234 members 
Entering Unmasked Estep 
Score: -111270272.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111271864.000000 to -111270272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (39595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Entering Unmasked Estep 
Score: -5098088.500000 Penalty: 2625.441650
	Iteration 0F: 2 clusters Score -5098088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5071088.000000 Penalty: 5250.883301
	Iteration 0F: 3 clusters Score -5071088 nChanged 18139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -5081222.000000 Penalty: 5250.883301
	Iteration 1F: 3 clusters Score -5081222 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5081782.500000 Penalty: 5250.883301
	Iteration 2Q: 3 clusters Score -5081782 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5082257.500000 Penalty: 5250.883301
	Iteration 3Q: 3 clusters Score -5082258 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5082746.000000 Penalty: 5250.883301
	Iteration 4Q: 3 clusters Score -5082746 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5083294.000000 Penalty: 5250.883301
	Iteration 5Q: 3 clusters Score -5083294 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5083948.000000 Penalty: 5250.883301
	Iteration 6Q: 3 clusters Score -5083948 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -5084728.500000 Penalty: 5250.883301
	Iteration 7Q: 3 clusters Score -5084728 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -5085699.000000 Penalty: 5250.883301
	Iteration 8Q: 3 clusters Score -5085699 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5086937.000000 Penalty: 5250.883301
	Iteration 9Q: 3 clusters Score -5086937 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5088459.000000 Penalty: 5250.883301
	Iteration 10F: 3 clusters Score -5088459 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5089953.000000 Penalty: 5250.883301
	Iteration 11F: 3 clusters Score -5089953 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -5091330.500000 Penalty: 5250.883301
	Iteration 12Q: 3 clusters Score -5091330 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -5092393.500000 Penalty: 5250.883301
	Iteration 13Q: 3 clusters Score -5092394 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5093219.500000 Penalty: 5250.883301
	Iteration 14Q: 3 clusters Score -5093220 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5093772.500000 Penalty: 5250.883301
	Iteration 15Q: 3 clusters Score -5093772 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5094184.000000 Penalty: 5250.883301
	Iteration 16Q: 3 clusters Score -5094184 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5094547.000000 Penalty: 5250.883301
	Iteration 17Q: 3 clusters Score -5094547 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -5094856.500000 Penalty: 5250.883301
	Iteration 18Q: 3 clusters Score -5094856 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5095077.000000 Penalty: 5250.883301
	Iteration 19Q: 3 clusters Score -5095077 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -5095229.500000 Penalty: 5250.883301
	Iteration 20F: 3 clusters Score -5095230 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -5095350.500000 Penalty: 5250.883301
	Iteration 21Q: 3 clusters Score -5095350 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5095452.000000 Penalty: 5250.883301
	Iteration 22Q: 3 clusters Score -5095452 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5095553.000000 Penalty: 5250.883301
	Iteration 23Q: 3 clusters Score -5095553 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5095620.000000 Penalty: 5250.883301
	Iteration 24Q: 3 clusters Score -5095620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5095634.500000 Penalty: 5250.883301
	Iteration 25Q: 3 clusters Score -5095634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5095667.000000 Penalty: 5250.883301
	Iteration 26Q: 3 clusters Score -5095667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -5095685.000000 Penalty: 5250.883301
	Iteration 27Q: 3 clusters Score -5095685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5095713.500000 Penalty: 5250.883301
	Iteration 28Q: 3 clusters Score -5095714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5095740.500000 Penalty: 5250.883301
	Iteration 29Q: 3 clusters Score -5095740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5095770.500000 Penalty: 5250.883301
	Iteration 30Q: 3 clusters Score -5095770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5095783.500000 Penalty: 5250.883301
	Iteration 31Q: 3 clusters Score -5095784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5095798.000000 Penalty: 5250.883301
	Iteration 32Q: 3 clusters Score -5095798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5095816.500000 Penalty: 5250.883301
	Iteration 33Q: 3 clusters Score -5095816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5095837.000000 Penalty: 5250.883301
	Iteration 34Q: 3 clusters Score -5095837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5095845.000000 Penalty: 5250.883301
	Iteration 35Q: 3 clusters Score -5095845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5095852.000000 Penalty: 5250.883301
	Iteration 36Q: 3 clusters Score -5095852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5095873.500000 Penalty: 5250.883301
	Iteration 37Q: 3 clusters Score -5095874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -5095882.500000 Penalty: 5250.883301
	Iteration 38Q: 3 clusters Score -5095882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5095892.500000 Penalty: 5250.883301
	Iteration 39Q: 3 clusters Score -5095892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -5095899.500000 Penalty: 5250.883301
	Iteration 40F: 3 clusters Score -5095900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5095905.500000 Penalty: 5250.883301
	Iteration 41Q: 3 clusters Score -5095906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5095911.000000 Penalty: 5250.883301
	Iteration 42Q: 3 clusters Score -5095911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5095911.500000 Penalty: 5250.883301
	Iteration 43Q: 3 clusters Score -5095912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5095920.500000 Penalty: 5250.883301
	Iteration 44Q: 3 clusters Score -5095920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5095919.500000 Penalty: 5250.883301
	Iteration 45Q: 3 clusters Score -5095920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5095921.000000 Penalty: 5250.883301
	Iteration 46Q: 3 clusters Score -5095921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5095917.500000 Penalty: 5250.883301
	Iteration 47Q: 3 clusters Score -5095918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -5095920.500000 Penalty: 5250.883301
	Iteration 48Q: 3 clusters Score -5095920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5095920.000000 Penalty: 5250.883301
	Iteration 49Q: 3 clusters Score -5095920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -5095921.500000 Penalty: 5250.883301
	Iteration 50Q: 3 clusters Score -5095922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5095920.000000 Penalty: 5250.883301
	Iteration 51Q: 3 clusters Score -5095920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5095923.000000 Penalty: 5250.883301
	Iteration 52Q: 3 clusters Score -5095923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5095923.000000 Penalty: 5250.883301
	Iteration 53F: 3 clusters Score -5095923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -943179.937500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -943179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -937157.812500 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -937157.8 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -938757.625000 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -938757.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -939013.375000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -939013.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -939224.125000 Penalty: 4423.783203
	Iteration 3F: 3 clusters Score -939224.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -939417.687500 Penalty: 4423.783203
	Iteration 4Q: 3 clusters Score -939417.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -939608.437500 Penalty: 4423.783203
	Iteration 5Q: 3 clusters Score -939608.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -939788.375000 Penalty: 4423.783203
	Iteration 6Q: 3 clusters Score -939788.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -939963.250000 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -939963.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -940115.500000 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -940115.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -940255.375000 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -940255.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -940421.250000 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -940421.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -940602.625000 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -940602.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -940752.062500 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -940752.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -940883.562500 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -940883.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -941015.875000 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -941015.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -941120.250000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -941120.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -941204.937500 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -941204.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -941274.125000 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -941274.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -941339.375000 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -941339.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -941398.375000 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -941398.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -941464.312500 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -941464.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -941517.687500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -941517.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -941560.187500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -941560.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -941593.000000 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -941593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -941618.875000 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -941618.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -941638.062500 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -941638.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -941648.187500 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -941648.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -941659.562500 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -941659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -941663.687500 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -941663.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -941666.687500 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -941666.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -941668.000000 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -941668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -941671.062500 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -941671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -941671.125000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -941671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -941671.687500 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -941671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -941671.687500 Penalty: 4423.783203
	Iteration 34F: 3 clusters Score -941671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Entering Unmasked Estep 
Score: -21212496.000000 Penalty: 2974.674072
	Iteration 0F: 2 clusters Score -2.12125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -21103510.000000 Penalty: 5949.348145
	Iteration 0F: 3 clusters Score -2.110351e+07 nChanged 77530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -21148284.000000 Penalty: 5949.348145
	Iteration 1F: 3 clusters Score -2.114828e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -21149078.000000 Penalty: 5949.348145
	Iteration 2Q: 3 clusters Score -2.114908e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -21149926.000000 Penalty: 5949.348145
	Iteration 3Q: 3 clusters Score -2.114993e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -21151254.000000 Penalty: 5949.348145
	Iteration 4Q: 3 clusters Score -2.115125e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -21153148.000000 Penalty: 5949.348145
	Iteration 5Q: 3 clusters Score -2.115315e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
Score: -21155836.000000 Penalty: 5949.348145
	Iteration 6Q: 3 clusters Score -2.115584e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -21160696.000000 Penalty: 5949.348145
	Iteration 7F: 3 clusters Score -2.11607e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116853 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -21168554.000000 Penalty: 5949.348145
	Iteration 8F: 3 clusters Score -2.116855e+07 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130117 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -21179736.000000 Penalty: 5949.348145
	Iteration 9F: 3 clusters Score -2.117974e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -21192100.000000 Penalty: 5949.348145
	Iteration 10F: 3 clusters Score -2.11921e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -21201636.000000 Penalty: 5949.348145
	Iteration 11F: 3 clusters Score -2.120164e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -21206784.000000 Penalty: 5949.348145
	Iteration 12Q: 3 clusters Score -2.120678e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21208684.000000 Penalty: 5949.348145
	Iteration 13Q: 3 clusters Score -2.120868e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21209410.000000 Penalty: 5949.348145
	Iteration 14Q: 3 clusters Score -2.120941e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21209664.000000 Penalty: 5949.348145
	Iteration 15Q: 3 clusters Score -2.120966e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21209766.000000 Penalty: 5949.348145
	Iteration 16Q: 3 clusters Score -2.120977e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21209784.000000 Penalty: 5949.348145
	Iteration 17Q: 3 clusters Score -2.120978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21209808.000000 Penalty: 5949.348145
	Iteration 18Q: 3 clusters Score -2.120981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21209826.000000 Penalty: 5949.348145
	Iteration 19Q: 3 clusters Score -2.120983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21209838.000000 Penalty: 5949.348145
	Iteration 20F: 3 clusters Score -2.120984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21209846.000000 Penalty: 5949.348145
	Iteration 21Q: 3 clusters Score -2.120985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21209854.000000 Penalty: 5949.348145
	Iteration 22Q: 3 clusters Score -2.120985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161630 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21209878.000000 Penalty: 5949.348145
	Iteration 23Q: 3 clusters Score -2.120988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161632 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21209872.000000 Penalty: 5949.348145
	Iteration 24Q: 3 clusters Score -2.120987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161633 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21209870.000000 Penalty: 5949.348145
	Iteration 25Q: 3 clusters Score -2.120987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21209870.000000 Penalty: 5949.348145
	Iteration 26Q: 3 clusters Score -2.120987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21209870.000000 Penalty: 5949.348145
	Iteration 27F: 3 clusters Score -2.120987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -768628.750000 Penalty: 2156.195068
	Iteration 0F: 2 clusters Score -768628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -763500.500000 Penalty: 4312.390137
	Iteration 0F: 3 clusters Score -763500.5 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -764826.750000 Penalty: 4312.390137
	Iteration 1F: 3 clusters Score -764826.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -765193.062500 Penalty: 4312.390137
	Iteration 2F: 3 clusters Score -765193.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -765447.687500 Penalty: 4312.390137
	Iteration 3F: 3 clusters Score -765447.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -765705.000000 Penalty: 4312.390137
	Iteration 4F: 3 clusters Score -765705 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -765943.875000 Penalty: 4312.390137
	Iteration 5F: 3 clusters Score -765943.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -766169.125000 Penalty: 4312.390137
	Iteration 6Q: 3 clusters Score -766169.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -766364.812500 Penalty: 4312.390137
	Iteration 7Q: 3 clusters Score -766364.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -766530.875000 Penalty: 4312.390137
	Iteration 8Q: 3 clusters Score -766530.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -766674.437500 Penalty: 4312.390137
	Iteration 9Q: 3 clusters Score -766674.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -766785.625000 Penalty: 4312.390137
	Iteration 10Q: 3 clusters Score -766785.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -766869.125000 Penalty: 4312.390137
	Iteration 11Q: 3 clusters Score -766869.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -766943.250000 Penalty: 4312.390137
	Iteration 12Q: 3 clusters Score -766943.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -766989.500000 Penalty: 4312.390137
	Iteration 13Q: 3 clusters Score -766989.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -767028.250000 Penalty: 4312.390137
	Iteration 14Q: 3 clusters Score -767028.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -767072.187500 Penalty: 4312.390137
	Iteration 15Q: 3 clusters Score -767072.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -767125.812500 Penalty: 4312.390137
	Iteration 16Q: 3 clusters Score -767125.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -767185.562500 Penalty: 4312.390137
	Iteration 17Q: 3 clusters Score -767185.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -767245.312500 Penalty: 4312.390137
	Iteration 18Q: 3 clusters Score -767245.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -767305.312500 Penalty: 4312.390137
	Iteration 19Q: 3 clusters Score -767305.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -767379.500000 Penalty: 4312.390137
	Iteration 20F: 3 clusters Score -767379.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -767460.812500 Penalty: 4312.390137
	Iteration 21Q: 3 clusters Score -767460.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -767539.875000 Penalty: 4312.390137
	Iteration 22Q: 3 clusters Score -767539.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -767588.562500 Penalty: 4312.390137
	Iteration 23Q: 3 clusters Score -767588.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -767620.625000 Penalty: 4312.390137
	Iteration 24Q: 3 clusters Score -767620.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -767637.812500 Penalty: 4312.390137
	Iteration 25Q: 3 clusters Score -767637.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -767656.625000 Penalty: 4312.390137
	Iteration 26Q: 3 clusters Score -767656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -767674.375000 Penalty: 4312.390137
	Iteration 27Q: 3 clusters Score -767674.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -767686.375000 Penalty: 4312.390137
	Iteration 28Q: 3 clusters Score -767686.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -767700.062500 Penalty: 4312.390137
	Iteration 29Q: 3 clusters Score -767700.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -767709.687500 Penalty: 4312.390137
	Iteration 30Q: 3 clusters Score -767709.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -767720.312500 Penalty: 4312.390137
	Iteration 31Q: 3 clusters Score -767720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -767725.312500 Penalty: 4312.390137
	Iteration 32Q: 3 clusters Score -767725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -767730.437500 Penalty: 4312.390137
	Iteration 33Q: 3 clusters Score -767730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -767731.062500 Penalty: 4312.390137
	Iteration 34Q: 3 clusters Score -767731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -767733.250000 Penalty: 4312.390137
	Iteration 35Q: 3 clusters Score -767733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -767734.437500 Penalty: 4312.390137
	Iteration 36Q: 3 clusters Score -767734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -767735.187500 Penalty: 4312.390137
	Iteration 37Q: 3 clusters Score -767735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -767736.312500 Penalty: 4312.390137
	Iteration 38Q: 3 clusters Score -767736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -767738.187500 Penalty: 4312.390137
	Iteration 39Q: 3 clusters Score -767738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -767740.375000 Penalty: 4312.390137
	Iteration 40F: 3 clusters Score -767740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -767741.812500 Penalty: 4312.390137
	Iteration 41Q: 3 clusters Score -767741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -767744.562500 Penalty: 4312.390137
	Iteration 42Q: 3 clusters Score -767744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -767744.875000 Penalty: 4312.390137
	Iteration 43Q: 3 clusters Score -767744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -767746.062500 Penalty: 4312.390137
	Iteration 44Q: 3 clusters Score -767746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -767747.750000 Penalty: 4312.390137
	Iteration 45Q: 3 clusters Score -767747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -767747.750000 Penalty: 4312.390137
	Iteration 46F: 3 clusters Score -767747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -875553.937500 Penalty: 2187.166992
	Iteration 0F: 2 clusters Score -875553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -869885.812500 Penalty: 4374.333984
	Iteration 0F: 3 clusters Score -869885.8 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -871382.437500 Penalty: 4374.333984
	Iteration 1F: 3 clusters Score -871382.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -871601.437500 Penalty: 4374.333984
	Iteration 2F: 3 clusters Score -871601.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -871763.687500 Penalty: 4374.333984
	Iteration 3Q: 3 clusters Score -871763.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -871898.750000 Penalty: 4374.333984
	Iteration 4Q: 3 clusters Score -871898.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -872004.187500 Penalty: 4374.333984
	Iteration 5Q: 3 clusters Score -872004.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -872082.750000 Penalty: 4374.333984
	Iteration 6Q: 3 clusters Score -872082.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -872146.750000 Penalty: 4374.333984
	Iteration 7Q: 3 clusters Score -872146.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -872206.250000 Penalty: 4374.333984
	Iteration 8Q: 3 clusters Score -872206.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -872268.062500 Penalty: 4374.333984
	Iteration 9Q: 3 clusters Score -872268.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -872341.750000 Penalty: 4374.333984
	Iteration 10Q: 3 clusters Score -872341.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -872427.937500 Penalty: 4374.333984
	Iteration 11Q: 3 clusters Score -872427.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -872529.875000 Penalty: 4374.333984
	Iteration 12Q: 3 clusters Score -872529.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -872644.875000 Penalty: 4374.333984
	Iteration 13Q: 3 clusters Score -872644.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -872779.750000 Penalty: 4374.333984
	Iteration 14Q: 3 clusters Score -872779.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -872916.000000 Penalty: 4374.333984
	Iteration 15Q: 3 clusters Score -872916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -873048.062500 Penalty: 4374.333984
	Iteration 16Q: 3 clusters Score -873048.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -873163.937500 Penalty: 4374.333984
	Iteration 17Q: 3 clusters Score -873163.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -873267.812500 Penalty: 4374.333984
	Iteration 18Q: 3 clusters Score -873267.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -873347.687500 Penalty: 4374.333984
	Iteration 19Q: 3 clusters Score -873347.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -873413.500000 Penalty: 4374.333984
	Iteration 20F: 3 clusters Score -873413.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -873468.500000 Penalty: 4374.333984
	Iteration 21Q: 3 clusters Score -873468.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -873511.187500 Penalty: 4374.333984
	Iteration 22Q: 3 clusters Score -873511.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -873541.312500 Penalty: 4374.333984
	Iteration 23Q: 3 clusters Score -873541.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -873562.750000 Penalty: 4374.333984
	Iteration 24Q: 3 clusters Score -873562.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -873580.000000 Penalty: 4374.333984
	Iteration 25Q: 3 clusters Score -873580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -873588.812500 Penalty: 4374.333984
	Iteration 26Q: 3 clusters Score -873588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -873596.312500 Penalty: 4374.333984
	Iteration 27Q: 3 clusters Score -873596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -873600.062500 Penalty: 4374.333984
	Iteration 28Q: 3 clusters Score -873600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -873605.875000 Penalty: 4374.333984
	Iteration 29Q: 3 clusters Score -873605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -873610.812500 Penalty: 4374.333984
	Iteration 30Q: 3 clusters Score -873610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -873617.437500 Penalty: 4374.333984
	Iteration 31Q: 3 clusters Score -873617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -873624.937500 Penalty: 4374.333984
	Iteration 32Q: 3 clusters Score -873624.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -873633.125000 Penalty: 4374.333984
	Iteration 33Q: 3 clusters Score -873633.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -873639.000000 Penalty: 4374.333984
	Iteration 34Q: 3 clusters Score -873639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -873642.375000 Penalty: 4374.333984
	Iteration 35Q: 3 clusters Score -873642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -873643.187500 Penalty: 4374.333984
	Iteration 36Q: 3 clusters Score -873643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -873649.875000 Penalty: 4374.333984
	Iteration 37Q: 3 clusters Score -873649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -873653.500000 Penalty: 4374.333984
	Iteration 38Q: 3 clusters Score -873653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -873653.500000 Penalty: 4374.333984
	Iteration 39Q: 3 clusters Score -873653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -873657.687500 Penalty: 4374.333984
	Iteration 40F: 3 clusters Score -873657.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Entering Unmasked Estep 
Score: -6868791.000000 Penalty: 2692.444580
	Iteration 0F: 2 clusters Score -6868791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -6833799.000000 Penalty: 5384.889160
	Iteration 0F: 3 clusters Score -6833799 nChanged 24222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6847058.500000 Penalty: 5384.889160
	Iteration 1F: 3 clusters Score -6847058 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -6847666.500000 Penalty: 5384.889160
	Iteration 2Q: 3 clusters Score -6847666 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -6848347.000000 Penalty: 5384.889160
	Iteration 3Q: 3 clusters Score -6848347 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6849224.000000 Penalty: 5384.889160
	Iteration 4Q: 3 clusters Score -6849224 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -6850301.500000 Penalty: 5384.889160
	Iteration 5Q: 3 clusters Score -6850302 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -6851911.000000 Penalty: 5384.889160
	Iteration 6F: 3 clusters Score -6851911 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6854013.500000 Penalty: 5384.889160
	Iteration 7F: 3 clusters Score -6854014 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -6856691.000000 Penalty: 5384.889160
	Iteration 8F: 3 clusters Score -6856691 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -6859515.500000 Penalty: 5384.889160
	Iteration 9F: 3 clusters Score -6859516 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6862092.000000 Penalty: 5384.889160
	Iteration 10F: 3 clusters Score -6862092 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6863966.500000 Penalty: 5384.889160
	Iteration 11Q: 3 clusters Score -6863966 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6865104.500000 Penalty: 5384.889160
	Iteration 12Q: 3 clusters Score -6865104 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6865724.500000 Penalty: 5384.889160
	Iteration 13Q: 3 clusters Score -6865724 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6866075.000000 Penalty: 5384.889160
	Iteration 14Q: 3 clusters Score -6866075 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6866271.000000 Penalty: 5384.889160
	Iteration 15Q: 3 clusters Score -6866271 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6866357.500000 Penalty: 5384.889160
	Iteration 16Q: 3 clusters Score -6866358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6866447.500000 Penalty: 5384.889160
	Iteration 17Q: 3 clusters Score -6866448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6866509.500000 Penalty: 5384.889160
	Iteration 18Q: 3 clusters Score -6866510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6866544.500000 Penalty: 5384.889160
	Iteration 19Q: 3 clusters Score -6866544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6866570.000000 Penalty: 5384.889160
	Iteration 20F: 3 clusters Score -6866570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6866581.500000 Penalty: 5384.889160
	Iteration 21Q: 3 clusters Score -6866582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6866590.500000 Penalty: 5384.889160
	Iteration 22Q: 3 clusters Score -6866590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6866594.000000 Penalty: 5384.889160
	Iteration 23Q: 3 clusters Score -6866594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6866597.500000 Penalty: 5384.889160
	Iteration 24Q: 3 clusters Score -6866598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6866601.500000 Penalty: 5384.889160
	Iteration 25Q: 3 clusters Score -6866602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6866596.500000 Penalty: 5384.889160
	Iteration 26Q: 3 clusters Score -6866596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6866615.000000 Penalty: 5384.889160
	Iteration 27Q: 3 clusters Score -6866615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6866612.500000 Penalty: 5384.889160
	Iteration 28Q: 3 clusters Score -6866612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6866619.500000 Penalty: 5384.889160
	Iteration 29Q: 3 clusters Score -6866620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6866615.000000 Penalty: 5384.889160
	Iteration 30Q: 3 clusters Score -6866615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6866620.000000 Penalty: 5384.889160
	Iteration 31Q: 3 clusters Score -6866620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6866620.000000 Penalty: 5384.889160
	Iteration 32F: 3 clusters Score -6866620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -152886.406250 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -152886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150716.453125 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -150716.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -151248.593750 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -151248.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -151566.656250 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -151566.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -151703.125000 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -151703.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151790.500000 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -151790.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151850.390625 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -151850.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151876.062500 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -151876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151897.093750 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -151897.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -151922.609375 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -151922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151959.031250 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -151959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152028.578125 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -152028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152059.968750 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -152060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152069.687500 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -152069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152072.390625 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -152072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152076.218750 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -152076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152077.671875 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -152077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152081.359375 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -152081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152082.734375 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -152082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152084.140625 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -152084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152085.500000 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -152085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152086.734375 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -152086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Entering Unmasked Estep 
Score: -1761679.375000 Penalty: 2375.678467
	Iteration 0F: 2 clusters Score -1761679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1751145.750000 Penalty: 4751.356934
	Iteration 0F: 3 clusters Score -1751146 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1754546.500000 Penalty: 4751.356934
	Iteration 1F: 3 clusters Score -1754546 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1754995.625000 Penalty: 4751.356934
	Iteration 2F: 3 clusters Score -1754996 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1755409.000000 Penalty: 4751.356934
	Iteration 3F: 3 clusters Score -1755409 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1755744.750000 Penalty: 4751.356934
	Iteration 4Q: 3 clusters Score -1755745 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1756027.500000 Penalty: 4751.356934
	Iteration 5Q: 3 clusters Score -1756028 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1756287.500000 Penalty: 4751.356934
	Iteration 6Q: 3 clusters Score -1756288 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1756522.875000 Penalty: 4751.356934
	Iteration 7Q: 3 clusters Score -1756523 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1756795.250000 Penalty: 4751.356934
	Iteration 8Q: 3 clusters Score -1756795 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1757057.375000 Penalty: 4751.356934
	Iteration 9Q: 3 clusters Score -1757057 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1757309.875000 Penalty: 4751.356934
	Iteration 10Q: 3 clusters Score -1757310 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1757563.875000 Penalty: 4751.356934
	Iteration 11Q: 3 clusters Score -1757564 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1757780.375000 Penalty: 4751.356934
	Iteration 12Q: 3 clusters Score -1757780 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1757979.625000 Penalty: 4751.356934
	Iteration 13Q: 3 clusters Score -1757980 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1758124.750000 Penalty: 4751.356934
	Iteration 14Q: 3 clusters Score -1758125 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1758259.750000 Penalty: 4751.356934
	Iteration 15Q: 3 clusters Score -1758260 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1758388.625000 Penalty: 4751.356934
	Iteration 16Q: 3 clusters Score -1758389 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1758502.625000 Penalty: 4751.356934
	Iteration 17Q: 3 clusters Score -1758503 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1758582.875000 Penalty: 4751.356934
	Iteration 18Q: 3 clusters Score -1758583 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1758674.750000 Penalty: 4751.356934
	Iteration 19Q: 3 clusters Score -1758675 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1758779.500000 Penalty: 4751.356934
	Iteration 20F: 3 clusters Score -1758780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1758866.750000 Penalty: 4751.356934
	Iteration 21Q: 3 clusters Score -1758867 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1758958.000000 Penalty: 4751.356934
	Iteration 22Q: 3 clusters Score -1758958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1759039.500000 Penalty: 4751.356934
	Iteration 23Q: 3 clusters Score -1759040 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1759123.875000 Penalty: 4751.356934
	Iteration 24Q: 3 clusters Score -1759124 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1759236.250000 Penalty: 4751.356934
	Iteration 25Q: 3 clusters Score -1759236 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1759364.750000 Penalty: 4751.356934
	Iteration 26Q: 3 clusters Score -1759365 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1759494.750000 Penalty: 4751.356934
	Iteration 27Q: 3 clusters Score -1759495 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1759614.250000 Penalty: 4751.356934
	Iteration 28Q: 3 clusters Score -1759614 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1759755.750000 Penalty: 4751.356934
	Iteration 29Q: 3 clusters Score -1759756 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1759894.375000 Penalty: 4751.356934
	Iteration 30Q: 3 clusters Score -1759894 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1760023.500000 Penalty: 4751.356934
	Iteration 31Q: 3 clusters Score -1760024 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1760131.875000 Penalty: 4751.356934
	Iteration 32Q: 3 clusters Score -1760132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1760199.875000 Penalty: 4751.356934
	Iteration 33Q: 3 clusters Score -1760200 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1760267.500000 Penalty: 4751.356934
	Iteration 34Q: 3 clusters Score -1760268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1760302.375000 Penalty: 4751.356934
	Iteration 35Q: 3 clusters Score -1760302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1760325.125000 Penalty: 4751.356934
	Iteration 36Q: 3 clusters Score -1760325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1760338.625000 Penalty: 4751.356934
	Iteration 37Q: 3 clusters Score -1760339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1760347.000000 Penalty: 4751.356934
	Iteration 38Q: 3 clusters Score -1760347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1760353.000000 Penalty: 4751.356934
	Iteration 39Q: 3 clusters Score -1760353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1760359.125000 Penalty: 4751.356934
	Iteration 40F: 3 clusters Score -1760359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1760373.875000 Penalty: 4751.356934
	Iteration 41Q: 3 clusters Score -1760374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1760386.250000 Penalty: 4751.356934
	Iteration 42Q: 3 clusters Score -1760386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1760395.500000 Penalty: 4751.356934
	Iteration 43Q: 3 clusters Score -1760396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1760405.250000 Penalty: 4751.356934
	Iteration 44Q: 3 clusters Score -1760405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1760410.000000 Penalty: 4751.356934
	Iteration 45Q: 3 clusters Score -1760410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1760413.625000 Penalty: 4751.356934
	Iteration 46Q: 3 clusters Score -1760414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1760416.875000 Penalty: 4751.356934
	Iteration 47Q: 3 clusters Score -1760417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1760417.500000 Penalty: 4751.356934
	Iteration 48Q: 3 clusters Score -1760418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1760417.625000 Penalty: 4751.356934
	Iteration 49Q: 3 clusters Score -1760418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1760419.250000 Penalty: 4751.356934
	Iteration 50Q: 3 clusters Score -1760419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1760420.625000 Penalty: 4751.356934
	Iteration 51Q: 3 clusters Score -1760421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1760423.750000 Penalty: 4751.356934
	Iteration 52Q: 3 clusters Score -1760424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1760423.500000 Penalty: 4751.356934
	Iteration 53Q: 3 clusters Score -1760424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1760423.375000 Penalty: 4751.356934
	Iteration 54Q: 3 clusters Score -1760423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1760423.375000 Penalty: 4751.356934
	Iteration 55F: 3 clusters Score -1760423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -850657.625000 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -850657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -844910.937500 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -844910.9 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -846461.500000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -846461.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -846777.312500 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -846777.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -847036.000000 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -847036 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -847222.375000 Penalty: 4387.434082
	Iteration 4Q: 3 clusters Score -847222.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -847394.000000 Penalty: 4387.434082
	Iteration 5Q: 3 clusters Score -847394 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -847548.875000 Penalty: 4387.434082
	Iteration 6Q: 3 clusters Score -847548.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -847698.750000 Penalty: 4387.434082
	Iteration 7Q: 3 clusters Score -847698.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -847845.375000 Penalty: 4387.434082
	Iteration 8Q: 3 clusters Score -847845.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -848006.750000 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -848006.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -848188.062500 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -848188.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -848401.750000 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -848401.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -848631.062500 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -848631.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -848887.312500 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -848887.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -849137.375000 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -849137.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -849339.375000 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -849339.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -849511.687500 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -849511.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -849636.125000 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -849636.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -849741.375000 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -849741.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -849824.562500 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -849824.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -849918.187500 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -849918.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -850001.062500 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -850001.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -850074.500000 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -850074.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -850138.062500 Penalty: 4387.434082
	Iteration 23Q: 3 clusters Score -850138.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -850195.187500 Penalty: 4387.434082
	Iteration 24Q: 3 clusters Score -850195.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -850229.625000 Penalty: 4387.434082
	Iteration 25Q: 3 clusters Score -850229.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -850249.875000 Penalty: 4387.434082
	Iteration 26Q: 3 clusters Score -850249.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -850258.875000 Penalty: 4387.434082
	Iteration 27Q: 3 clusters Score -850258.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -850262.312500 Penalty: 4387.434082
	Iteration 28Q: 3 clusters Score -850262.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -850262.875000 Penalty: 4387.434082
	Iteration 29Q: 3 clusters Score -850262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -850267.875000 Penalty: 4387.434082
	Iteration 30Q: 3 clusters Score -850267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -850264.562500 Penalty: 4387.434082
	Iteration 31Q: 3 clusters Score -850264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -850265.875000 Penalty: 4387.434082
	Iteration 32Q: 3 clusters Score -850265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -850265.875000 Penalty: 4387.434082
	Iteration 33F: 3 clusters Score -850265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Entering Unmasked Estep 
Score: -11807506.000000 Penalty: 2829.491943
	Iteration 0F: 2 clusters Score -1.180751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -11747211.000000 Penalty: 5658.983887
	Iteration 0F: 3 clusters Score -1.174721e+07 nChanged 42416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -11771245.000000 Penalty: 5658.983887
	Iteration 1F: 3 clusters Score -1.177124e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -11772156.000000 Penalty: 5658.983887
	Iteration 2Q: 3 clusters Score -1.177216e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -11773500.000000 Penalty: 5658.983887
	Iteration 3Q: 3 clusters Score -1.17735e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -11775243.000000 Penalty: 5658.983887
	Iteration 4Q: 3 clusters Score -1.177524e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -11777829.000000 Penalty: 5658.983887
	Iteration 5F: 3 clusters Score -1.177783e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -11781419.000000 Penalty: 5658.983887
	Iteration 6F: 3 clusters Score -1.178142e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -11785511.000000 Penalty: 5658.983887
	Iteration 7F: 3 clusters Score -1.178551e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -11789578.000000 Penalty: 5658.983887
	Iteration 8F: 3 clusters Score -1.178958e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -11793482.000000 Penalty: 5658.983887
	Iteration 9F: 3 clusters Score -1.179348e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -11796587.000000 Penalty: 5658.983887
	Iteration 10Q: 3 clusters Score -1.179659e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -11799214.000000 Penalty: 5658.983887
	Iteration 11Q: 3 clusters Score -1.179921e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -11800986.000000 Penalty: 5658.983887
	Iteration 12Q: 3 clusters Score -1.180099e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -11802381.000000 Penalty: 5658.983887
	Iteration 13Q: 3 clusters Score -1.180238e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -11803322.000000 Penalty: 5658.983887
	Iteration 14Q: 3 clusters Score -1.180332e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -11803925.000000 Penalty: 5658.983887
	Iteration 15Q: 3 clusters Score -1.180392e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -11804286.000000 Penalty: 5658.983887
	Iteration 16Q: 3 clusters Score -1.180429e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -11804573.000000 Penalty: 5658.983887
	Iteration 17Q: 3 clusters Score -1.180457e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -11804776.000000 Penalty: 5658.983887
	Iteration 18Q: 3 clusters Score -1.180478e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -11804952.000000 Penalty: 5658.983887
	Iteration 19Q: 3 clusters Score -1.180495e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -11805088.000000 Penalty: 5658.983887
	Iteration 20F: 3 clusters Score -1.180509e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -11805195.000000 Penalty: 5658.983887
	Iteration 21Q: 3 clusters Score -1.18052e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -11805238.000000 Penalty: 5658.983887
	Iteration 22Q: 3 clusters Score -1.180524e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -11805281.000000 Penalty: 5658.983887
	Iteration 23Q: 3 clusters Score -1.180528e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -11805332.000000 Penalty: 5658.983887
	Iteration 24Q: 3 clusters Score -1.180533e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -11805368.000000 Penalty: 5658.983887
	Iteration 25Q: 3 clusters Score -1.180537e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -11805368.000000 Penalty: 5658.983887
	Iteration 26Q: 3 clusters Score -1.180537e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -11805378.000000 Penalty: 5658.983887
	Iteration 27Q: 3 clusters Score -1.180538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -11805382.000000 Penalty: 5658.983887
	Iteration 28Q: 3 clusters Score -1.180538e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -11805401.000000 Penalty: 5658.983887
	Iteration 29Q: 3 clusters Score -1.18054e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -11805416.000000 Penalty: 5658.983887
	Iteration 30Q: 3 clusters Score -1.180542e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -11805437.000000 Penalty: 5658.983887
	Iteration 31Q: 3 clusters Score -1.180544e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -11805451.000000 Penalty: 5658.983887
	Iteration 32Q: 3 clusters Score -1.180545e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -11805480.000000 Penalty: 5658.983887
	Iteration 33Q: 3 clusters Score -1.180548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -11805464.000000 Penalty: 5658.983887
	Iteration 34Q: 3 clusters Score -1.180546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -11805476.000000 Penalty: 5658.983887
	Iteration 35Q: 3 clusters Score -1.180548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -11805493.000000 Penalty: 5658.983887
	Iteration 36Q: 3 clusters Score -1.180549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -11805488.000000 Penalty: 5658.983887
	Iteration 37Q: 3 clusters Score -1.180549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -11805501.000000 Penalty: 5658.983887
	Iteration 38Q: 3 clusters Score -1.18055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -11805500.000000 Penalty: 5658.983887
	Iteration 39Q: 3 clusters Score -1.18055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -11805503.000000 Penalty: 5658.983887
	Iteration 40F: 3 clusters Score -1.18055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -11805496.000000 Penalty: 5658.983887
	Iteration 41Q: 3 clusters Score -1.18055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -11805498.000000 Penalty: 5658.983887
	Iteration 42Q: 3 clusters Score -1.18055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -11805504.000000 Penalty: 5658.983887
	Iteration 43Q: 3 clusters Score -1.18055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -11805508.000000 Penalty: 5658.983887
	Iteration 44Q: 3 clusters Score -1.180551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -11805504.000000 Penalty: 5658.983887
	Iteration 45Q: 3 clusters Score -1.18055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -11805510.000000 Penalty: 5658.983887
	Iteration 46Q: 3 clusters Score -1.180551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -11805508.000000 Penalty: 5658.983887
	Iteration 47Q: 3 clusters Score -1.180551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -11805504.000000 Penalty: 5658.983887
	Iteration 48Q: 3 clusters Score -1.18055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -11805506.000000 Penalty: 5658.983887
	Iteration 49Q: 3 clusters Score -1.180551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -11805506.000000 Penalty: 5658.983887
	Iteration 50F: 3 clusters Score -1.180551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Entering Unmasked Estep 
Score: -1490642.375000 Penalty: 2316.942139
	Iteration 0F: 2 clusters Score -1490642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1482076.375000 Penalty: 4633.884277
	Iteration 0F: 3 clusters Score -1482076 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1484574.500000 Penalty: 4633.884277
	Iteration 1F: 3 clusters Score -1484574 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1484910.000000 Penalty: 4633.884277
	Iteration 2F: 3 clusters Score -1484910 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1485207.125000 Penalty: 4633.884277
	Iteration 3F: 3 clusters Score -1485207 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1485527.625000 Penalty: 4633.884277
	Iteration 4Q: 3 clusters Score -1485528 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1485981.500000 Penalty: 4633.884277
	Iteration 5F: 3 clusters Score -1485982 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1486628.000000 Penalty: 4633.884277
	Iteration 6F: 3 clusters Score -1486628 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1487500.625000 Penalty: 4633.884277
	Iteration 7F: 3 clusters Score -1487501 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1488386.625000 Penalty: 4633.884277
	Iteration 8F: 3 clusters Score -1488387 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1489110.125000 Penalty: 4633.884277
	Iteration 9F: 3 clusters Score -1489110 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1489526.750000 Penalty: 4633.884277
	Iteration 10Q: 3 clusters Score -1489527 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1489739.125000 Penalty: 4633.884277
	Iteration 11Q: 3 clusters Score -1489739 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1489858.875000 Penalty: 4633.884277
	Iteration 12Q: 3 clusters Score -1489859 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1489925.500000 Penalty: 4633.884277
	Iteration 13Q: 3 clusters Score -1489926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1489959.375000 Penalty: 4633.884277
	Iteration 14Q: 3 clusters Score -1489959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1489974.875000 Penalty: 4633.884277
	Iteration 15Q: 3 clusters Score -1489975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1489984.125000 Penalty: 4633.884277
	Iteration 16Q: 3 clusters Score -1489984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1489986.875000 Penalty: 4633.884277
	Iteration 17Q: 3 clusters Score -1489987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1489986.875000 Penalty: 4633.884277
	Iteration 18Q: 3 clusters Score -1489987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1489989.750000 Penalty: 4633.884277
	Iteration 19Q: 3 clusters Score -1489990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1489993.000000 Penalty: 4633.884277
	Iteration 20F: 3 clusters Score -1489993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1489998.125000 Penalty: 4633.884277
	Iteration 21Q: 3 clusters Score -1489998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1489998.875000 Penalty: 4633.884277
	Iteration 22Q: 3 clusters Score -1489999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1490001.875000 Penalty: 4633.884277
	Iteration 23Q: 3 clusters Score -1490002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1490000.625000 Penalty: 4633.884277
	Iteration 24Q: 3 clusters Score -1490001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1490002.000000 Penalty: 4633.884277
	Iteration 25Q: 3 clusters Score -1490002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1490001.750000 Penalty: 4633.884277
	Iteration 26Q: 3 clusters Score -1490002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1490001.750000 Penalty: 4633.884277
	Iteration 27F: 3 clusters Score -1490002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Entering Unmasked Estep 
Score: -10775595.000000 Penalty: 2808.331543
	Iteration 0F: 2 clusters Score -1.07756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -10720216.000000 Penalty: 5616.663086
	Iteration 0F: 3 clusters Score -1.072022e+07 nChanged 38824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -10742768.000000 Penalty: 5616.663086
	Iteration 1F: 3 clusters Score -1.074277e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -10743997.000000 Penalty: 5616.663086
	Iteration 2Q: 3 clusters Score -1.0744e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -10745621.000000 Penalty: 5616.663086
	Iteration 3Q: 3 clusters Score -1.074562e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -10747515.000000 Penalty: 5616.663086
	Iteration 4F: 3 clusters Score -1.074752e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -10749836.000000 Penalty: 5616.663086
	Iteration 5F: 3 clusters Score -1.074984e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -10752560.000000 Penalty: 5616.663086
	Iteration 6F: 3 clusters Score -1.075256e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -10755251.000000 Penalty: 5616.663086
	Iteration 7F: 3 clusters Score -1.075525e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -10757493.000000 Penalty: 5616.663086
	Iteration 8F: 3 clusters Score -1.075749e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -10759117.000000 Penalty: 5616.663086
	Iteration 9Q: 3 clusters Score -1.075912e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -10760103.000000 Penalty: 5616.663086
	Iteration 10Q: 3 clusters Score -1.07601e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -10760864.000000 Penalty: 5616.663086
	Iteration 11Q: 3 clusters Score -1.076086e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -10761485.000000 Penalty: 5616.663086
	Iteration 12Q: 3 clusters Score -1.076148e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -10762017.000000 Penalty: 5616.663086
	Iteration 13Q: 3 clusters Score -1.076202e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -10762675.000000 Penalty: 5616.663086
	Iteration 14Q: 3 clusters Score -1.076268e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -10763449.000000 Penalty: 5616.663086
	Iteration 15Q: 3 clusters Score -1.076345e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -10764412.000000 Penalty: 5616.663086
	Iteration 16Q: 3 clusters Score -1.076441e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -10765643.000000 Penalty: 5616.663086
	Iteration 17Q: 3 clusters Score -1.076564e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -10767045.000000 Penalty: 5616.663086
	Iteration 18Q: 3 clusters Score -1.076704e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -10768530.000000 Penalty: 5616.663086
	Iteration 19Q: 3 clusters Score -1.076853e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -10769848.000000 Penalty: 5616.663086
	Iteration 20F: 3 clusters Score -1.076985e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10770989.000000 Penalty: 5616.663086
	Iteration 21Q: 3 clusters Score -1.077099e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -10771862.000000 Penalty: 5616.663086
	Iteration 22Q: 3 clusters Score -1.077186e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10772422.000000 Penalty: 5616.663086
	Iteration 23Q: 3 clusters Score -1.077242e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10772802.000000 Penalty: 5616.663086
	Iteration 24Q: 3 clusters Score -1.07728e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10773000.000000 Penalty: 5616.663086
	Iteration 25Q: 3 clusters Score -1.0773e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10773111.000000 Penalty: 5616.663086
	Iteration 26Q: 3 clusters Score -1.077311e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10773202.000000 Penalty: 5616.663086
	Iteration 27Q: 3 clusters Score -1.07732e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10773280.000000 Penalty: 5616.663086
	Iteration 28Q: 3 clusters Score -1.077328e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10773319.000000 Penalty: 5616.663086
	Iteration 29Q: 3 clusters Score -1.077332e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10773353.000000 Penalty: 5616.663086
	Iteration 30Q: 3 clusters Score -1.077335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10773361.000000 Penalty: 5616.663086
	Iteration 31Q: 3 clusters Score -1.077336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10773373.000000 Penalty: 5616.663086
	Iteration 32Q: 3 clusters Score -1.077337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10773369.000000 Penalty: 5616.663086
	Iteration 33Q: 3 clusters Score -1.077337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10773380.000000 Penalty: 5616.663086
	Iteration 34Q: 3 clusters Score -1.077338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10773387.000000 Penalty: 5616.663086
	Iteration 35Q: 3 clusters Score -1.077339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10773395.000000 Penalty: 5616.663086
	Iteration 36Q: 3 clusters Score -1.07734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10773395.000000 Penalty: 5616.663086
	Iteration 37Q: 3 clusters Score -1.07734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10773394.000000 Penalty: 5616.663086
	Iteration 38Q: 3 clusters Score -1.077339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10773401.000000 Penalty: 5616.663086
	Iteration 39Q: 3 clusters Score -1.07734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10773409.000000 Penalty: 5616.663086
	Iteration 40F: 3 clusters Score -1.077341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10773408.000000 Penalty: 5616.663086
	Iteration 41Q: 3 clusters Score -1.077341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10773406.000000 Penalty: 5616.663086
	Iteration 42Q: 3 clusters Score -1.077341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10773406.000000 Penalty: 5616.663086
	Iteration 43Q: 3 clusters Score -1.077341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10773413.000000 Penalty: 5616.663086
	Iteration 44Q: 3 clusters Score -1.077341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10773418.000000 Penalty: 5616.663086
	Iteration 45Q: 3 clusters Score -1.077342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10773424.000000 Penalty: 5616.663086
	Iteration 46Q: 3 clusters Score -1.077342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10773417.000000 Penalty: 5616.663086
	Iteration 47Q: 3 clusters Score -1.077342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10773422.000000 Penalty: 5616.663086
	Iteration 48Q: 3 clusters Score -1.077342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10773429.000000 Penalty: 5616.663086
	Iteration 49Q: 3 clusters Score -1.077343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10773433.000000 Penalty: 5616.663086
	Iteration 50Q: 3 clusters Score -1.077343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10773439.000000 Penalty: 5616.663086
	Iteration 51Q: 3 clusters Score -1.077344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10773427.000000 Penalty: 5616.663086
	Iteration 52Q: 3 clusters Score -1.077343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10773428.000000 Penalty: 5616.663086
	Iteration 53Q: 3 clusters Score -1.077343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10773435.000000 Penalty: 5616.663086
	Iteration 54Q: 3 clusters Score -1.077344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10773439.000000 Penalty: 5616.663086
	Iteration 55Q: 3 clusters Score -1.077344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10773438.000000 Penalty: 5616.663086
	Iteration 56Q: 3 clusters Score -1.077344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10773448.000000 Penalty: 5616.663086
	Iteration 57Q: 3 clusters Score -1.077345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10773447.000000 Penalty: 5616.663086
	Iteration 58Q: 3 clusters Score -1.077345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10773455.000000 Penalty: 5616.663086
	Iteration 59Q: 3 clusters Score -1.077346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10773450.000000 Penalty: 5616.663086
	Iteration 60F: 3 clusters Score -1.077345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10773458.000000 Penalty: 5616.663086
	Iteration 61Q: 3 clusters Score -1.077346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10773458.000000 Penalty: 5616.663086
	Iteration 62F: 3 clusters Score -1.077346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Entering Unmasked Estep 
Score: -1909365.750000 Penalty: 2383.626221
	Iteration 0F: 2 clusters Score -1909366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1898630.500000 Penalty: 4767.252441
	Iteration 0F: 3 clusters Score -1898630 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1902294.500000 Penalty: 4767.252441
	Iteration 1F: 3 clusters Score -1902294 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1903112.500000 Penalty: 4767.252441
	Iteration 2F: 3 clusters Score -1903112 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1903908.625000 Penalty: 4767.252441
	Iteration 3F: 3 clusters Score -1903909 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1904688.125000 Penalty: 4767.252441
	Iteration 4F: 3 clusters Score -1904688 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1905387.375000 Penalty: 4767.252441
	Iteration 5F: 3 clusters Score -1905387 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1905901.875000 Penalty: 4767.252441
	Iteration 6F: 3 clusters Score -1905902 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1906231.375000 Penalty: 4767.252441
	Iteration 7Q: 3 clusters Score -1906231 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1906448.500000 Penalty: 4767.252441
	Iteration 8Q: 3 clusters Score -1906448 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1906578.875000 Penalty: 4767.252441
	Iteration 9Q: 3 clusters Score -1906579 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1906675.625000 Penalty: 4767.252441
	Iteration 10Q: 3 clusters Score -1906676 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1906741.000000 Penalty: 4767.252441
	Iteration 11Q: 3 clusters Score -1906741 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1906789.125000 Penalty: 4767.252441
	Iteration 12Q: 3 clusters Score -1906789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1906825.625000 Penalty: 4767.252441
	Iteration 13Q: 3 clusters Score -1906826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1906848.500000 Penalty: 4767.252441
	Iteration 14Q: 3 clusters Score -1906848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1906876.125000 Penalty: 4767.252441
	Iteration 15Q: 3 clusters Score -1906876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1906905.625000 Penalty: 4767.252441
	Iteration 16Q: 3 clusters Score -1906906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1906924.125000 Penalty: 4767.252441
	Iteration 17Q: 3 clusters Score -1906924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1906938.500000 Penalty: 4767.252441
	Iteration 18Q: 3 clusters Score -1906938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1906952.375000 Penalty: 4767.252441
	Iteration 19Q: 3 clusters Score -1906952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1906974.000000 Penalty: 4767.252441
	Iteration 20F: 3 clusters Score -1906974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1906986.000000 Penalty: 4767.252441
	Iteration 21Q: 3 clusters Score -1906986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1907005.875000 Penalty: 4767.252441
	Iteration 22Q: 3 clusters Score -1907006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1907022.875000 Penalty: 4767.252441
	Iteration 23Q: 3 clusters Score -1907023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1907042.375000 Penalty: 4767.252441
	Iteration 24Q: 3 clusters Score -1907042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1907062.375000 Penalty: 4767.252441
	Iteration 25Q: 3 clusters Score -1907062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1907087.625000 Penalty: 4767.252441
	Iteration 26Q: 3 clusters Score -1907088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1907111.375000 Penalty: 4767.252441
	Iteration 27Q: 3 clusters Score -1907111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1907126.875000 Penalty: 4767.252441
	Iteration 28Q: 3 clusters Score -1907127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1907149.500000 Penalty: 4767.252441
	Iteration 29Q: 3 clusters Score -1907150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1907184.625000 Penalty: 4767.252441
	Iteration 30Q: 3 clusters Score -1907185 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1907227.375000 Penalty: 4767.252441
	Iteration 31Q: 3 clusters Score -1907227 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1907272.875000 Penalty: 4767.252441
	Iteration 32Q: 3 clusters Score -1907273 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1907338.000000 Penalty: 4767.252441
	Iteration 33Q: 3 clusters Score -1907338 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1907425.125000 Penalty: 4767.252441
	Iteration 34Q: 3 clusters Score -1907425 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1907573.250000 Penalty: 4767.252441
	Iteration 35Q: 3 clusters Score -1907573 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1907789.000000 Penalty: 4767.252441
	Iteration 36Q: 3 clusters Score -1907789 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1908033.875000 Penalty: 4767.252441
	Iteration 37Q: 3 clusters Score -1908034 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1908294.500000 Penalty: 4767.252441
	Iteration 38Q: 3 clusters Score -1908294 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1908528.250000 Penalty: 4767.252441
	Iteration 39Q: 3 clusters Score -1908528 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1908666.125000 Penalty: 4767.252441
	Iteration 40F: 3 clusters Score -1908666 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1908744.750000 Penalty: 4767.252441
	Iteration 41Q: 3 clusters Score -1908745 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1908792.875000 Penalty: 4767.252441
	Iteration 42Q: 3 clusters Score -1908793 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1908827.750000 Penalty: 4767.252441
	Iteration 43Q: 3 clusters Score -1908828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1908844.500000 Penalty: 4767.252441
	Iteration 44Q: 3 clusters Score -1908844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1908858.125000 Penalty: 4767.252441
	Iteration 45Q: 3 clusters Score -1908858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1908866.375000 Penalty: 4767.252441
	Iteration 46Q: 3 clusters Score -1908866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1908873.250000 Penalty: 4767.252441
	Iteration 47Q: 3 clusters Score -1908873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1908875.000000 Penalty: 4767.252441
	Iteration 48Q: 3 clusters Score -1908875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1908876.125000 Penalty: 4767.252441
	Iteration 49Q: 3 clusters Score -1908876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1908878.750000 Penalty: 4767.252441
	Iteration 50Q: 3 clusters Score -1908879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1908879.250000 Penalty: 4767.252441
	Iteration 51Q: 3 clusters Score -1908879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1908879.250000 Penalty: 4767.252441
	Iteration 52F: 3 clusters Score -1908879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Entering Unmasked Estep 
Score: -5247138.000000 Penalty: 2648.168701
	Iteration 0F: 2 clusters Score -5247138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5217716.500000 Penalty: 5296.337402
	Iteration 0F: 3 clusters Score -5217716 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5228948.000000 Penalty: 5296.337402
	Iteration 1F: 3 clusters Score -5228948 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5229980.000000 Penalty: 5296.337402
	Iteration 2F: 3 clusters Score -5229980 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5231117.000000 Penalty: 5296.337402
	Iteration 3F: 3 clusters Score -5231117 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5232501.000000 Penalty: 5296.337402
	Iteration 4F: 3 clusters Score -5232501 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5233989.000000 Penalty: 5296.337402
	Iteration 5F: 3 clusters Score -5233989 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -5235473.000000 Penalty: 5296.337402
	Iteration 6F: 3 clusters Score -5235473 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5236796.500000 Penalty: 5296.337402
	Iteration 7F: 3 clusters Score -5236796 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5238044.500000 Penalty: 5296.337402
	Iteration 8F: 3 clusters Score -5238044 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5239318.500000 Penalty: 5296.337402
	Iteration 9Q: 3 clusters Score -5239318 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -5240396.000000 Penalty: 5296.337402
	Iteration 10Q: 3 clusters Score -5240396 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5241283.500000 Penalty: 5296.337402
	Iteration 11Q: 3 clusters Score -5241284 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -5242073.000000 Penalty: 5296.337402
	Iteration 12Q: 3 clusters Score -5242073 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5242677.500000 Penalty: 5296.337402
	Iteration 13Q: 3 clusters Score -5242678 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -5243183.500000 Penalty: 5296.337402
	Iteration 14Q: 3 clusters Score -5243184 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5243627.000000 Penalty: 5296.337402
	Iteration 15Q: 3 clusters Score -5243627 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5243975.500000 Penalty: 5296.337402
	Iteration 16Q: 3 clusters Score -5243976 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -5244282.500000 Penalty: 5296.337402
	Iteration 17Q: 3 clusters Score -5244282 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -5244509.500000 Penalty: 5296.337402
	Iteration 18Q: 3 clusters Score -5244510 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5244703.000000 Penalty: 5296.337402
	Iteration 19Q: 3 clusters Score -5244703 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -5244868.500000 Penalty: 5296.337402
	Iteration 20F: 3 clusters Score -5244868 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5245028.500000 Penalty: 5296.337402
	Iteration 21Q: 3 clusters Score -5245028 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5245157.000000 Penalty: 5296.337402
	Iteration 22Q: 3 clusters Score -5245157 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5245273.500000 Penalty: 5296.337402
	Iteration 23Q: 3 clusters Score -5245274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5245383.000000 Penalty: 5296.337402
	Iteration 24Q: 3 clusters Score -5245383 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5245454.000000 Penalty: 5296.337402
	Iteration 25Q: 3 clusters Score -5245454 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5245509.000000 Penalty: 5296.337402
	Iteration 26Q: 3 clusters Score -5245509 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5245547.500000 Penalty: 5296.337402
	Iteration 27Q: 3 clusters Score -5245548 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5245583.500000 Penalty: 5296.337402
	Iteration 28Q: 3 clusters Score -5245584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5245607.500000 Penalty: 5296.337402
	Iteration 29Q: 3 clusters Score -5245608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5245657.000000 Penalty: 5296.337402
	Iteration 30Q: 3 clusters Score -5245657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5245685.500000 Penalty: 5296.337402
	Iteration 31Q: 3 clusters Score -5245686 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5245697.000000 Penalty: 5296.337402
	Iteration 32Q: 3 clusters Score -5245697 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5245728.500000 Penalty: 5296.337402
	Iteration 33Q: 3 clusters Score -5245728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5245771.500000 Penalty: 5296.337402
	Iteration 34Q: 3 clusters Score -5245772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5245797.500000 Penalty: 5296.337402
	Iteration 35Q: 3 clusters Score -5245798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5245813.500000 Penalty: 5296.337402
	Iteration 36Q: 3 clusters Score -5245814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5245828.000000 Penalty: 5296.337402
	Iteration 37Q: 3 clusters Score -5245828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5245839.000000 Penalty: 5296.337402
	Iteration 38Q: 3 clusters Score -5245839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5245856.500000 Penalty: 5296.337402
	Iteration 39Q: 3 clusters Score -5245856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5245871.500000 Penalty: 5296.337402
	Iteration 40F: 3 clusters Score -5245872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5245895.500000 Penalty: 5296.337402
	Iteration 41Q: 3 clusters Score -5245896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5245911.500000 Penalty: 5296.337402
	Iteration 42Q: 3 clusters Score -5245912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5245920.500000 Penalty: 5296.337402
	Iteration 43Q: 3 clusters Score -5245920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5245933.500000 Penalty: 5296.337402
	Iteration 44Q: 3 clusters Score -5245934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5245947.500000 Penalty: 5296.337402
	Iteration 45Q: 3 clusters Score -5245948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5245971.500000 Penalty: 5296.337402
	Iteration 46Q: 3 clusters Score -5245972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5245985.000000 Penalty: 5296.337402
	Iteration 47Q: 3 clusters Score -5245985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5246003.000000 Penalty: 5296.337402
	Iteration 48Q: 3 clusters Score -5246003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5246017.000000 Penalty: 5296.337402
	Iteration 49Q: 3 clusters Score -5246017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5246034.000000 Penalty: 5296.337402
	Iteration 50Q: 3 clusters Score -5246034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5246045.000000 Penalty: 5296.337402
	Iteration 51Q: 3 clusters Score -5246045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5246056.000000 Penalty: 5296.337402
	Iteration 52Q: 3 clusters Score -5246056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5246067.000000 Penalty: 5296.337402
	Iteration 53Q: 3 clusters Score -5246067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5246063.500000 Penalty: 5296.337402
	Iteration 54Q: 3 clusters Score -5246064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5246068.500000 Penalty: 5296.337402
	Iteration 55Q: 3 clusters Score -5246068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5246066.500000 Penalty: 5296.337402
	Iteration 56Q: 3 clusters Score -5246066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5246070.000000 Penalty: 5296.337402
	Iteration 57Q: 3 clusters Score -5246070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5246074.000000 Penalty: 5296.337402
	Iteration 58Q: 3 clusters Score -5246074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5246082.000000 Penalty: 5296.337402
	Iteration 59Q: 3 clusters Score -5246082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5246080.500000 Penalty: 5296.337402
	Iteration 60F: 3 clusters Score -5246080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5246082.500000 Penalty: 5296.337402
	Iteration 61Q: 3 clusters Score -5246082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5246085.000000 Penalty: 5296.337402
	Iteration 62Q: 3 clusters Score -5246085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5246086.000000 Penalty: 5296.337402
	Iteration 63Q: 3 clusters Score -5246086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5246086.000000 Penalty: 5296.337402
	Iteration 64F: 3 clusters Score -5246086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -1009928.375000 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -1009928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1003639.937500 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -1003640 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1005633.500000 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -1005634 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1006236.000000 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -1006236 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1006830.250000 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -1006830 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1007387.562500 Penalty: 4448.450684
	Iteration 4F: 3 clusters Score -1007388 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1007728.562500 Penalty: 4448.450684
	Iteration 5F: 3 clusters Score -1007729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1007896.687500 Penalty: 4448.450684
	Iteration 6Q: 3 clusters Score -1007897 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1007987.437500 Penalty: 4448.450684
	Iteration 7Q: 3 clusters Score -1007987 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1008050.312500 Penalty: 4448.450684
	Iteration 8Q: 3 clusters Score -1008050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1008090.812500 Penalty: 4448.450684
	Iteration 9Q: 3 clusters Score -1008091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1008115.062500 Penalty: 4448.450684
	Iteration 10Q: 3 clusters Score -1008115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1008127.875000 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -1008128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1008137.000000 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -1008137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1008147.437500 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -1008147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1008153.687500 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -1008154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1008157.625000 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -1008158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1008162.625000 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -1008163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1008166.437500 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -1008166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1008175.125000 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -1008175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1008177.187500 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -1008177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1008184.312500 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -1008184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1008187.125000 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -1008187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1008192.437500 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -1008192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1008195.687500 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -1008196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1008200.750000 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -1008201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1008201.062500 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -1008201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1008203.375000 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -1008203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1008205.187500 Penalty: 4448.450684
	Iteration 27Q: 3 clusters Score -1008205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1008204.000000 Penalty: 4448.450684
	Iteration 28Q: 3 clusters Score -1008204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1008205.812500 Penalty: 4448.450684
	Iteration 29Q: 3 clusters Score -1008206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1008207.375000 Penalty: 4448.450684
	Iteration 30Q: 3 clusters Score -1008207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1008208.375000 Penalty: 4448.450684
	Iteration 31Q: 3 clusters Score -1008208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1008209.812500 Penalty: 4448.450684
	Iteration 32Q: 3 clusters Score -1008210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1008210.625000 Penalty: 4448.450684
	Iteration 33Q: 3 clusters Score -1008211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1008210.625000 Penalty: 4448.450684
	Iteration 34F: 3 clusters Score -1008211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -1954327.125000 Penalty: 2401.668945
	Iteration 0F: 2 clusters Score -1954327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1942826.500000 Penalty: 4803.337891
	Iteration 0F: 3 clusters Score -1942826 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1946783.625000 Penalty: 4803.337891
	Iteration 1F: 3 clusters Score -1946784 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1947498.500000 Penalty: 4803.337891
	Iteration 2F: 3 clusters Score -1947498 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1948380.250000 Penalty: 4803.337891
	Iteration 3F: 3 clusters Score -1948380 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1949371.250000 Penalty: 4803.337891
	Iteration 4F: 3 clusters Score -1949371 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1950320.250000 Penalty: 4803.337891
	Iteration 5F: 3 clusters Score -1950320 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1951234.625000 Penalty: 4803.337891
	Iteration 6F: 3 clusters Score -1951235 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1951869.125000 Penalty: 4803.337891
	Iteration 7F: 3 clusters Score -1951869 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1952270.875000 Penalty: 4803.337891
	Iteration 8Q: 3 clusters Score -1952271 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1952521.125000 Penalty: 4803.337891
	Iteration 9Q: 3 clusters Score -1952521 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1952666.500000 Penalty: 4803.337891
	Iteration 10Q: 3 clusters Score -1952666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1952755.500000 Penalty: 4803.337891
	Iteration 11Q: 3 clusters Score -1952756 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1952820.125000 Penalty: 4803.337891
	Iteration 12Q: 3 clusters Score -1952820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1952868.125000 Penalty: 4803.337891
	Iteration 13Q: 3 clusters Score -1952868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1952900.375000 Penalty: 4803.337891
	Iteration 14Q: 3 clusters Score -1952900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1952914.125000 Penalty: 4803.337891
	Iteration 15Q: 3 clusters Score -1952914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1952931.625000 Penalty: 4803.337891
	Iteration 16Q: 3 clusters Score -1952932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1952947.625000 Penalty: 4803.337891
	Iteration 17Q: 3 clusters Score -1952948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1952951.375000 Penalty: 4803.337891
	Iteration 18Q: 3 clusters Score -1952951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1952961.000000 Penalty: 4803.337891
	Iteration 19Q: 3 clusters Score -1952961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1952972.625000 Penalty: 4803.337891
	Iteration 20F: 3 clusters Score -1952973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1952977.375000 Penalty: 4803.337891
	Iteration 21Q: 3 clusters Score -1952977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1952991.000000 Penalty: 4803.337891
	Iteration 22Q: 3 clusters Score -1952991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1952996.375000 Penalty: 4803.337891
	Iteration 23Q: 3 clusters Score -1952996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1953002.750000 Penalty: 4803.337891
	Iteration 24Q: 3 clusters Score -1953003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1953001.500000 Penalty: 4803.337891
	Iteration 25Q: 3 clusters Score -1953002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1953004.250000 Penalty: 4803.337891
	Iteration 26Q: 3 clusters Score -1953004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1953002.375000 Penalty: 4803.337891
	Iteration 27Q: 3 clusters Score -1953002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1953004.500000 Penalty: 4803.337891
	Iteration 28Q: 3 clusters Score -1953004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1953008.125000 Penalty: 4803.337891
	Iteration 29Q: 3 clusters Score -1953008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1953008.375000 Penalty: 4803.337891
	Iteration 30Q: 3 clusters Score -1953008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1953006.875000 Penalty: 4803.337891
	Iteration 31Q: 3 clusters Score -1953007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1953004.625000 Penalty: 4803.337891
	Iteration 32Q: 3 clusters Score -1953005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1953003.125000 Penalty: 4803.337891
	Iteration 33Q: 3 clusters Score -1953003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1953005.000000 Penalty: 4803.337891
	Iteration 34Q: 3 clusters Score -1953005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1953006.875000 Penalty: 4803.337891
	Iteration 35Q: 3 clusters Score -1953007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1953007.750000 Penalty: 4803.337891
	Iteration 36Q: 3 clusters Score -1953008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1953006.875000 Penalty: 4803.337891
	Iteration 37Q: 3 clusters Score -1953007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1953006.875000 Penalty: 4803.337891
	Iteration 38F: 3 clusters Score -1953007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -664268.625000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664268.6 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -665344.500000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665344.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -665581.437500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665581.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -665754.937500 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -665754.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -665870.750000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665870.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -665956.687500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -665956.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -666038.375000 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666038.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -666112.000000 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -666192.625000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666192.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -666287.000000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -666287 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -666380.437500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -666380.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -666458.937500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -666458.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -666526.937500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -666526.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -666589.812500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -666589.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -666653.062500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -666653.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -666724.000000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -666724 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -666792.750000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -666792.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -666851.625000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -666851.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -666919.562500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -666919.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -667015.812500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -667015.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -667139.687500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -667139.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -667310.687500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -667310.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -667450.937500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -667450.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -667566.812500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -667566.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -667643.375000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -667643.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -667705.437500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -667705.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -667760.500000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -667760.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -667796.375000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -667796.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -667834.750000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -667834.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -667873.375000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -667873.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -667902.187500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -667902.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -667923.687500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -667923.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -667943.125000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -667943.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -667957.812500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -667957.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -667967.000000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -667967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -667975.625000 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -667975.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -667984.125000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -667984.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -667998.437500 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -667998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -668014.375000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -668014.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -668032.250000 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -668032.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -668042.750000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -668042.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -668053.687500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -668053.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -668057.875000 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -668057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -668063.937500 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -668063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -668069.875000 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -668069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -668078.875000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -668078.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -668095.312500 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -668095.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -668117.187500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -668117.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -668140.937500 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -668140.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -668170.000000 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -668170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -668197.750000 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -668197.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -668232.937500 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -668232.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -668270.625000 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -668270.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -668303.312500 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -668303.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -668327.187500 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -668327.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -668356.312500 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -668356.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -668390.937500 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -668390.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -668410.187500 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -668410.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -668425.000000 Penalty: 4250.236816
	Iteration 58Q: 3 clusters Score -668425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -668428.687500 Penalty: 4250.236816
	Iteration 59Q: 3 clusters Score -668428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -668446.062500 Penalty: 4250.236816
	Iteration 60F: 3 clusters Score -668446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -668467.312500 Penalty: 4250.236816
	Iteration 61Q: 3 clusters Score -668467.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -668481.125000 Penalty: 4250.236816
	Iteration 62Q: 3 clusters Score -668481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -668490.562500 Penalty: 4250.236816
	Iteration 63Q: 3 clusters Score -668490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -668492.312500 Penalty: 4250.236816
	Iteration 64Q: 3 clusters Score -668492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -668496.187500 Penalty: 4250.236816
	Iteration 65Q: 3 clusters Score -668496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -668498.562500 Penalty: 4250.236816
	Iteration 66Q: 3 clusters Score -668498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -668501.750000 Penalty: 4250.236816
	Iteration 67Q: 3 clusters Score -668501.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -668505.625000 Penalty: 4250.236816
	Iteration 68Q: 3 clusters Score -668505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -668509.375000 Penalty: 4250.236816
	Iteration 69Q: 3 clusters Score -668509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -668511.250000 Penalty: 4250.236816
	Iteration 70Q: 3 clusters Score -668511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -668512.687500 Penalty: 4250.236816
	Iteration 71Q: 3 clusters Score -668512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -668512.625000 Penalty: 4250.236816
	Iteration 72Q: 3 clusters Score -668512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -668513.375000 Penalty: 4250.236816
	Iteration 73Q: 3 clusters Score -668513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -668513.125000 Penalty: 4250.236816
	Iteration 74Q: 3 clusters Score -668513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -668514.062500 Penalty: 4250.236816
	Iteration 75Q: 3 clusters Score -668514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -668514.062500 Penalty: 4250.236816
	Iteration 76F: 3 clusters Score -668514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161455.046875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159272.796875 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159272.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159810.046875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -159810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159998.750000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -159998.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160173.859375 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160173.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -160362.812500 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160362.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -160615.578125 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -160615.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160731.312500 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -160731.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160806.171875 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -160806.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -160845.812500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -160845.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -160886.687500 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -160886.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160919.859375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -160919.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160981.296875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -160981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161022.296875 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -161022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161079.968750 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -161080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161122.625000 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -161122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161185.625000 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -161185.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161226.000000 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -161226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -161247.984375 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -161248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161255.328125 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -161255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161258.312500 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -161258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -161259.453125 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -161259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161260.531250 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -161260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161262.640625 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -161262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161264.093750 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -161264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161265.453125 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -161265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161268.187500 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -161268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161270.671875 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -161270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -161271.156250 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -161271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -161271.156250 Penalty: 3576.565918
	Iteration 28F: 3 clusters Score -161271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Entering Unmasked Estep 
Score: -3126924.250000 Penalty: 2502.887451
	Iteration 0F: 2 clusters Score -3126924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3110038.250000 Penalty: 5005.774902
	Iteration 0F: 3 clusters Score -3110038 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3115823.250000 Penalty: 5005.774902
	Iteration 1F: 3 clusters Score -3115823 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3116200.500000 Penalty: 5005.774902
	Iteration 2Q: 3 clusters Score -3116200 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3116523.000000 Penalty: 5005.774902
	Iteration 3Q: 3 clusters Score -3116523 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3116784.500000 Penalty: 5005.774902
	Iteration 4Q: 3 clusters Score -3116784 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3117070.000000 Penalty: 5005.774902
	Iteration 5Q: 3 clusters Score -3117070 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3117334.500000 Penalty: 5005.774902
	Iteration 6Q: 3 clusters Score -3117334 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3117666.250000 Penalty: 5005.774902
	Iteration 7Q: 3 clusters Score -3117666 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3118034.000000 Penalty: 5005.774902
	Iteration 8Q: 3 clusters Score -3118034 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3118485.750000 Penalty: 5005.774902
	Iteration 9Q: 3 clusters Score -3118486 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3119074.500000 Penalty: 5005.774902
	Iteration 10Q: 3 clusters Score -3119074 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3119800.750000 Penalty: 5005.774902
	Iteration 11Q: 3 clusters Score -3119801 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3120705.000000 Penalty: 5005.774902
	Iteration 12F: 3 clusters Score -3120705 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3121626.000000 Penalty: 5005.774902
	Iteration 13Q: 3 clusters Score -3121626 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3122564.500000 Penalty: 5005.774902
	Iteration 14Q: 3 clusters Score -3122564 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3123298.250000 Penalty: 5005.774902
	Iteration 15Q: 3 clusters Score -3123298 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3123786.250000 Penalty: 5005.774902
	Iteration 16Q: 3 clusters Score -3123786 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3124077.500000 Penalty: 5005.774902
	Iteration 17Q: 3 clusters Score -3124078 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3124257.000000 Penalty: 5005.774902
	Iteration 18Q: 3 clusters Score -3124257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3124383.750000 Penalty: 5005.774902
	Iteration 19Q: 3 clusters Score -3124384 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3124470.000000 Penalty: 5005.774902
	Iteration 20F: 3 clusters Score -3124470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3124532.750000 Penalty: 5005.774902
	Iteration 21Q: 3 clusters Score -3124533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3124584.250000 Penalty: 5005.774902
	Iteration 22Q: 3 clusters Score -3124584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3124627.250000 Penalty: 5005.774902
	Iteration 23Q: 3 clusters Score -3124627 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3124663.500000 Penalty: 5005.774902
	Iteration 24Q: 3 clusters Score -3124664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3124682.000000 Penalty: 5005.774902
	Iteration 25Q: 3 clusters Score -3124682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3124713.750000 Penalty: 5005.774902
	Iteration 26Q: 3 clusters Score -3124714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3124733.000000 Penalty: 5005.774902
	Iteration 27Q: 3 clusters Score -3124733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3124747.750000 Penalty: 5005.774902
	Iteration 28Q: 3 clusters Score -3124748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3124761.500000 Penalty: 5005.774902
	Iteration 29Q: 3 clusters Score -3124762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3124770.500000 Penalty: 5005.774902
	Iteration 30Q: 3 clusters Score -3124770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3124779.000000 Penalty: 5005.774902
	Iteration 31Q: 3 clusters Score -3124779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3124789.250000 Penalty: 5005.774902
	Iteration 32Q: 3 clusters Score -3124789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3124799.000000 Penalty: 5005.774902
	Iteration 33Q: 3 clusters Score -3124799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3124807.500000 Penalty: 5005.774902
	Iteration 34Q: 3 clusters Score -3124808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3124810.500000 Penalty: 5005.774902
	Iteration 35Q: 3 clusters Score -3124810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3124819.750000 Penalty: 5005.774902
	Iteration 36Q: 3 clusters Score -3124820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3124824.500000 Penalty: 5005.774902
	Iteration 37Q: 3 clusters Score -3124824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3124827.250000 Penalty: 5005.774902
	Iteration 38Q: 3 clusters Score -3124827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3124827.750000 Penalty: 5005.774902
	Iteration 39Q: 3 clusters Score -3124828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3124833.500000 Penalty: 5005.774902
	Iteration 40F: 3 clusters Score -3124834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3124835.750000 Penalty: 5005.774902
	Iteration 41Q: 3 clusters Score -3124836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3124837.500000 Penalty: 5005.774902
	Iteration 42Q: 3 clusters Score -3124838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3124844.250000 Penalty: 5005.774902
	Iteration 43Q: 3 clusters Score -3124844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3124842.750000 Penalty: 5005.774902
	Iteration 44Q: 3 clusters Score -3124843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3124843.250000 Penalty: 5005.774902
	Iteration 45Q: 3 clusters Score -3124843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3124844.500000 Penalty: 5005.774902
	Iteration 46Q: 3 clusters Score -3124844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3124844.500000 Penalty: 5005.774902
	Iteration 47F: 3 clusters Score -3124844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -574162.125000 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -574162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -569715.937500 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -569715.9 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -571002.812500 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -571002.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -571391.312500 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -571391.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -571736.375000 Penalty: 4218.439453
	Iteration 3F: 3 clusters Score -571736.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -572083.625000 Penalty: 4218.439453
	Iteration 4F: 3 clusters Score -572083.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -572321.187500 Penalty: 4218.439453
	Iteration 5F: 3 clusters Score -572321.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -572476.875000 Penalty: 4218.439453
	Iteration 6Q: 3 clusters Score -572476.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -572607.875000 Penalty: 4218.439453
	Iteration 7Q: 3 clusters Score -572607.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -572721.625000 Penalty: 4218.439453
	Iteration 8Q: 3 clusters Score -572721.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -572804.625000 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -572804.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -572871.875000 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -572871.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -572914.437500 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -572914.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -572948.125000 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -572948.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -572985.187500 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -572985.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -573013.250000 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -573013.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -573035.250000 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -573035.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -573047.812500 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -573047.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -573055.625000 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -573055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -573066.875000 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -573066.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -573077.750000 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -573077.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -573086.687500 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -573086.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -573091.375000 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -573091.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -573093.312500 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -573093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -573095.437500 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -573095.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -573099.812500 Penalty: 4218.439453
	Iteration 24Q: 3 clusters Score -573099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -573108.312500 Penalty: 4218.439453
	Iteration 25Q: 3 clusters Score -573108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -573114.062500 Penalty: 4218.439453
	Iteration 26Q: 3 clusters Score -573114.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -573117.562500 Penalty: 4218.439453
	Iteration 27Q: 3 clusters Score -573117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -573120.062500 Penalty: 4218.439453
	Iteration 28Q: 3 clusters Score -573120.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -573123.625000 Penalty: 4218.439453
	Iteration 29Q: 3 clusters Score -573123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -573128.250000 Penalty: 4218.439453
	Iteration 30Q: 3 clusters Score -573128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -573132.562500 Penalty: 4218.439453
	Iteration 31Q: 3 clusters Score -573132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -573133.750000 Penalty: 4218.439453
	Iteration 32Q: 3 clusters Score -573133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -573136.000000 Penalty: 4218.439453
	Iteration 33Q: 3 clusters Score -573136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -573136.125000 Penalty: 4218.439453
	Iteration 34Q: 3 clusters Score -573136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -573136.500000 Penalty: 4218.439453
	Iteration 35Q: 3 clusters Score -573136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -573137.750000 Penalty: 4218.439453
	Iteration 36Q: 3 clusters Score -573137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -573138.187500 Penalty: 4218.439453
	Iteration 37Q: 3 clusters Score -573138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -573138.062500 Penalty: 4218.439453
	Iteration 38Q: 3 clusters Score -573138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -573139.187500 Penalty: 4218.439453
	Iteration 39Q: 3 clusters Score -573139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -573139.437500 Penalty: 4218.439453
	Iteration 40F: 3 clusters Score -573139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -573139.937500 Penalty: 4218.439453
	Iteration 41Q: 3 clusters Score -573139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -573139.812500 Penalty: 4218.439453
	Iteration 42Q: 3 clusters Score -573139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -573139.812500 Penalty: 4218.439453
	Iteration 43F: 3 clusters Score -573139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Entering Unmasked Estep 
Score: -15331245.000000 Penalty: 2894.931641
	Iteration 0F: 2 clusters Score -1.533124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -15253122.000000 Penalty: 5789.863281
	Iteration 0F: 3 clusters Score -1.525312e+07 nChanged 55555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -15284820.000000 Penalty: 5789.863281
	Iteration 1F: 3 clusters Score -1.528482e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -15285736.000000 Penalty: 5789.863281
	Iteration 2Q: 3 clusters Score -1.528574e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -15286677.000000 Penalty: 5789.863281
	Iteration 3Q: 3 clusters Score -1.528668e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -15287869.000000 Penalty: 5789.863281
	Iteration 4Q: 3 clusters Score -1.528787e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -15289363.000000 Penalty: 5789.863281
	Iteration 5Q: 3 clusters Score -1.528936e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -15291282.000000 Penalty: 5789.863281
	Iteration 6Q: 3 clusters Score -1.529128e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -15293466.000000 Penalty: 5789.863281
	Iteration 7Q: 3 clusters Score -1.529347e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -15296116.000000 Penalty: 5789.863281
	Iteration 8Q: 3 clusters Score -1.529612e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -15299174.000000 Penalty: 5789.863281
	Iteration 9Q: 3 clusters Score -1.529917e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -15302155.000000 Penalty: 5789.863281
	Iteration 10Q: 3 clusters Score -1.530216e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -15304741.000000 Penalty: 5789.863281
	Iteration 11Q: 3 clusters Score -1.530474e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -15306783.000000 Penalty: 5789.863281
	Iteration 12Q: 3 clusters Score -1.530678e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -15308249.000000 Penalty: 5789.863281
	Iteration 13Q: 3 clusters Score -1.530825e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -15309495.000000 Penalty: 5789.863281
	Iteration 14Q: 3 clusters Score -1.53095e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -15310529.000000 Penalty: 5789.863281
	Iteration 15Q: 3 clusters Score -1.531053e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -15311469.000000 Penalty: 5789.863281
	Iteration 16Q: 3 clusters Score -1.531147e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -15312300.000000 Penalty: 5789.863281
	Iteration 17Q: 3 clusters Score -1.53123e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -15313021.000000 Penalty: 5789.863281
	Iteration 18Q: 3 clusters Score -1.531302e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -15313862.000000 Penalty: 5789.863281
	Iteration 19Q: 3 clusters Score -1.531386e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -15314898.000000 Penalty: 5789.863281
	Iteration 20F: 3 clusters Score -1.53149e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 92680 members 
Entering Unmasked Estep 
Score: -15316319.000000 Penalty: 5789.863281
	Iteration 21Q: 3 clusters Score -1.531632e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -15318007.000000 Penalty: 5789.863281
	Iteration 22Q: 3 clusters Score -1.531801e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -15320064.000000 Penalty: 5789.863281
	Iteration 23Q: 3 clusters Score -1.532006e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -15322183.000000 Penalty: 5789.863281
	Iteration 24Q: 3 clusters Score -1.532218e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -15324076.000000 Penalty: 5789.863281
	Iteration 25Q: 3 clusters Score -1.532408e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -15325592.000000 Penalty: 5789.863281
	Iteration 26Q: 3 clusters Score -1.532559e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -15326783.000000 Penalty: 5789.863281
	Iteration 27Q: 3 clusters Score -1.532678e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 111873 members 
Entering Unmasked Estep 
Score: -15327527.000000 Penalty: 5789.863281
	Iteration 28Q: 3 clusters Score -1.532753e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 112886 members 
Entering Unmasked Estep 
Score: -15327967.000000 Penalty: 5789.863281
	Iteration 29Q: 3 clusters Score -1.532797e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
Score: -15328255.000000 Penalty: 5789.863281
	Iteration 30Q: 3 clusters Score -1.532826e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 114056 members 
Entering Unmasked Estep 
Score: -15328573.000000 Penalty: 5789.863281
	Iteration 31Q: 3 clusters Score -1.532857e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -15328769.000000 Penalty: 5789.863281
	Iteration 32Q: 3 clusters Score -1.532877e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 114705 members 
Entering Unmasked Estep 
Score: -15328908.000000 Penalty: 5789.863281
	Iteration 33Q: 3 clusters Score -1.532891e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 114901 members 
Entering Unmasked Estep 
Score: -15329024.000000 Penalty: 5789.863281
	Iteration 34Q: 3 clusters Score -1.532902e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -15329075.000000 Penalty: 5789.863281
	Iteration 35Q: 3 clusters Score -1.532908e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -15329089.000000 Penalty: 5789.863281
	Iteration 36Q: 3 clusters Score -1.532909e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -15329134.000000 Penalty: 5789.863281
	Iteration 37Q: 3 clusters Score -1.532913e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -15329157.000000 Penalty: 5789.863281
	Iteration 38Q: 3 clusters Score -1.532916e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -15329185.000000 Penalty: 5789.863281
	Iteration 39Q: 3 clusters Score -1.532918e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 115404 members 
Entering Unmasked Estep 
Score: -15329216.000000 Penalty: 5789.863281
	Iteration 40F: 3 clusters Score -1.532922e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -15329233.000000 Penalty: 5789.863281
	Iteration 41Q: 3 clusters Score -1.532923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -15329225.000000 Penalty: 5789.863281
	Iteration 42Q: 3 clusters Score -1.532922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 115482 members 
Entering Unmasked Estep 
Score: -15329247.000000 Penalty: 5789.863281
	Iteration 43Q: 3 clusters Score -1.532925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -15329258.000000 Penalty: 5789.863281
	Iteration 44Q: 3 clusters Score -1.532926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -15329275.000000 Penalty: 5789.863281
	Iteration 45Q: 3 clusters Score -1.532928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -15329280.000000 Penalty: 5789.863281
	Iteration 46Q: 3 clusters Score -1.532928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 115548 members 
Entering Unmasked Estep 
Score: -15329274.000000 Penalty: 5789.863281
	Iteration 47Q: 3 clusters Score -1.532927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 115556 members 
Entering Unmasked Estep 
Score: -15329263.000000 Penalty: 5789.863281
	Iteration 48Q: 3 clusters Score -1.532926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 115563 members 
Entering Unmasked Estep 
Score: -15329262.000000 Penalty: 5789.863281
	Iteration 49Q: 3 clusters Score -1.532926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 115571 members 
Entering Unmasked Estep 
Score: -15329275.000000 Penalty: 5789.863281
	Iteration 50Q: 3 clusters Score -1.532928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -15329268.000000 Penalty: 5789.863281
	Iteration 51Q: 3 clusters Score -1.532927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 115580 members 
Entering Unmasked Estep 
Score: -15329280.000000 Penalty: 5789.863281
	Iteration 52Q: 3 clusters Score -1.532928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -15329274.000000 Penalty: 5789.863281
	Iteration 53Q: 3 clusters Score -1.532927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 115587 members 
Entering Unmasked Estep 
Score: -15329275.000000 Penalty: 5789.863281
	Iteration 54Q: 3 clusters Score -1.532928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -15329279.000000 Penalty: 5789.863281
	Iteration 55Q: 3 clusters Score -1.532928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -15329283.000000 Penalty: 5789.863281
	Iteration 56Q: 3 clusters Score -1.532928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -15329283.000000 Penalty: 5789.863281
	Iteration 57Q: 3 clusters Score -1.532928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 115612 members 
Entering Unmasked Estep 
Score: -15329280.000000 Penalty: 5789.863281
	Iteration 58Q: 3 clusters Score -1.532928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -15329288.000000 Penalty: 5789.863281
	Iteration 59Q: 3 clusters Score -1.532929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -15329289.000000 Penalty: 5789.863281
	Iteration 60F: 3 clusters Score -1.532929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115632 members 
Entering Unmasked Estep 
Score: -15329304.000000 Penalty: 5789.863281
	Iteration 61Q: 3 clusters Score -1.53293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -15329299.000000 Penalty: 5789.863281
	Iteration 62Q: 3 clusters Score -1.53293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -15329291.000000 Penalty: 5789.863281
	Iteration 63Q: 3 clusters Score -1.532929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 115658 members 
Entering Unmasked Estep 
Score: -15329294.000000 Penalty: 5789.863281
	Iteration 64Q: 3 clusters Score -1.532929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 115661 members 
Entering Unmasked Estep 
Score: -15329298.000000 Penalty: 5789.863281
	Iteration 65Q: 3 clusters Score -1.53293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -15329291.000000 Penalty: 5789.863281
	Iteration 66Q: 3 clusters Score -1.532929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 115670 members 
Entering Unmasked Estep 
Score: -15329292.000000 Penalty: 5789.863281
	Iteration 67Q: 3 clusters Score -1.532929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -15329303.000000 Penalty: 5789.863281
	Iteration 68Q: 3 clusters Score -1.53293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 115680 members 
Entering Unmasked Estep 
Score: -15329308.000000 Penalty: 5789.863281
	Iteration 69Q: 3 clusters Score -1.532931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -15329302.000000 Penalty: 5789.863281
	Iteration 70Q: 3 clusters Score -1.53293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -15329307.000000 Penalty: 5789.863281
	Iteration 71Q: 3 clusters Score -1.532931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -15329323.000000 Penalty: 5789.863281
	Iteration 72Q: 3 clusters Score -1.532932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -15329331.000000 Penalty: 5789.863281
	Iteration 73Q: 3 clusters Score -1.532933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -15329329.000000 Penalty: 5789.863281
	Iteration 74Q: 3 clusters Score -1.532933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5789.863281
	Iteration 75Q: 3 clusters Score -1.532934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 115702 members 
Entering Unmasked Estep 
Score: -15329329.000000 Penalty: 5789.863281
	Iteration 76Q: 3 clusters Score -1.532933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -15329341.000000 Penalty: 5789.863281
	Iteration 77Q: 3 clusters Score -1.532934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -15329335.000000 Penalty: 5789.863281
	Iteration 78Q: 3 clusters Score -1.532934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -15329331.000000 Penalty: 5789.863281
	Iteration 79Q: 3 clusters Score -1.532933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 115710 members 
Entering Unmasked Estep 
Score: -15329343.000000 Penalty: 5789.863281
	Iteration 80F: 3 clusters Score -1.532934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 115712 members 
Entering Unmasked Estep 
Score: -15329343.000000 Penalty: 5789.863281
	Iteration 81Q: 3 clusters Score -1.532934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -15329346.000000 Penalty: 5789.863281
	Iteration 82Q: 3 clusters Score -1.532935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5789.863281
	Iteration 83Q: 3 clusters Score -1.532934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -15329333.000000 Penalty: 5789.863281
	Iteration 84Q: 3 clusters Score -1.532933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -15329332.000000 Penalty: 5789.863281
	Iteration 85Q: 3 clusters Score -1.532933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -15329341.000000 Penalty: 5789.863281
	Iteration 86Q: 3 clusters Score -1.532934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -15329341.000000 Penalty: 5789.863281
	Iteration 87Q: 3 clusters Score -1.532934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5789.863281
	Iteration 88Q: 3 clusters Score -1.532934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -15329350.000000 Penalty: 5789.863281
	Iteration 89Q: 3 clusters Score -1.532935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -15329340.000000 Penalty: 5789.863281
	Iteration 90Q: 3 clusters Score -1.532934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5789.863281
	Iteration 91Q: 3 clusters Score -1.532934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -15329341.000000 Penalty: 5789.863281
	Iteration 92Q: 3 clusters Score -1.532934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -15329342.000000 Penalty: 5789.863281
	Iteration 93Q: 3 clusters Score -1.532934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -15329338.000000 Penalty: 5789.863281
	Iteration 94Q: 3 clusters Score -1.532934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -15329341.000000 Penalty: 5789.863281
	Iteration 95Q: 3 clusters Score -1.532934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -15329340.000000 Penalty: 5789.863281
	Iteration 96Q: 3 clusters Score -1.532934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5789.863281
	Iteration 97Q: 3 clusters Score -1.532934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5789.863281
	Iteration 98F: 3 clusters Score -1.532934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Entering Unmasked Estep 
Score: -6170033.500000 Penalty: 2671.735352
	Iteration 0F: 2 clusters Score -6170034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -6137671.500000 Penalty: 5343.470703
	Iteration 0F: 3 clusters Score -6137672 nChanged 22097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6150023.500000 Penalty: 5343.470703
	Iteration 1F: 3 clusters Score -6150024 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -6150783.500000 Penalty: 5343.470703
	Iteration 2Q: 3 clusters Score -6150784 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6151735.500000 Penalty: 5343.470703
	Iteration 3Q: 3 clusters Score -6151736 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6152787.500000 Penalty: 5343.470703
	Iteration 4Q: 3 clusters Score -6152788 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -6154185.000000 Penalty: 5343.470703
	Iteration 5F: 3 clusters Score -6154185 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -6155902.500000 Penalty: 5343.470703
	Iteration 6F: 3 clusters Score -6155902 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -6157814.500000 Penalty: 5343.470703
	Iteration 7F: 3 clusters Score -6157814 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -6159762.500000 Penalty: 5343.470703
	Iteration 8F: 3 clusters Score -6159762 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -6161451.000000 Penalty: 5343.470703
	Iteration 9F: 3 clusters Score -6161451 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -6162903.000000 Penalty: 5343.470703
	Iteration 10Q: 3 clusters Score -6162903 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -6164170.000000 Penalty: 5343.470703
	Iteration 11Q: 3 clusters Score -6164170 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -6165195.000000 Penalty: 5343.470703
	Iteration 12Q: 3 clusters Score -6165195 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -6165980.500000 Penalty: 5343.470703
	Iteration 13Q: 3 clusters Score -6165980 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6166646.000000 Penalty: 5343.470703
	Iteration 14Q: 3 clusters Score -6166646 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -6167064.000000 Penalty: 5343.470703
	Iteration 15Q: 3 clusters Score -6167064 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6167444.000000 Penalty: 5343.470703
	Iteration 16Q: 3 clusters Score -6167444 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6167686.500000 Penalty: 5343.470703
	Iteration 17Q: 3 clusters Score -6167686 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -6167857.500000 Penalty: 5343.470703
	Iteration 18Q: 3 clusters Score -6167858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6167963.000000 Penalty: 5343.470703
	Iteration 19Q: 3 clusters Score -6167963 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6168025.500000 Penalty: 5343.470703
	Iteration 20F: 3 clusters Score -6168026 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -6168099.000000 Penalty: 5343.470703
	Iteration 21Q: 3 clusters Score -6168099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -6168126.500000 Penalty: 5343.470703
	Iteration 22Q: 3 clusters Score -6168126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -6168145.000000 Penalty: 5343.470703
	Iteration 23Q: 3 clusters Score -6168145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -6168163.000000 Penalty: 5343.470703
	Iteration 24Q: 3 clusters Score -6168163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -6168175.000000 Penalty: 5343.470703
	Iteration 25Q: 3 clusters Score -6168175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6168192.000000 Penalty: 5343.470703
	Iteration 26Q: 3 clusters Score -6168192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6168199.000000 Penalty: 5343.470703
	Iteration 27Q: 3 clusters Score -6168199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -6168205.000000 Penalty: 5343.470703
	Iteration 28Q: 3 clusters Score -6168205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -6168208.500000 Penalty: 5343.470703
	Iteration 29Q: 3 clusters Score -6168208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6168213.000000 Penalty: 5343.470703
	Iteration 30Q: 3 clusters Score -6168213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6168219.000000 Penalty: 5343.470703
	Iteration 31Q: 3 clusters Score -6168219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6168219.000000 Penalty: 5343.470703
	Iteration 32Q: 3 clusters Score -6168219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6168223.000000 Penalty: 5343.470703
	Iteration 33Q: 3 clusters Score -6168223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -6168216.000000 Penalty: 5343.470703
	Iteration 34Q: 3 clusters Score -6168216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -6168215.500000 Penalty: 5343.470703
	Iteration 35Q: 3 clusters Score -6168216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6168221.000000 Penalty: 5343.470703
	Iteration 36Q: 3 clusters Score -6168221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -6168221.000000 Penalty: 5343.470703
	Iteration 37Q: 3 clusters Score -6168221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6168223.000000 Penalty: 5343.470703
	Iteration 38Q: 3 clusters Score -6168223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6168231.000000 Penalty: 5343.470703
	Iteration 39Q: 3 clusters Score -6168231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6168235.500000 Penalty: 5343.470703
	Iteration 40F: 3 clusters Score -6168236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6168232.000000 Penalty: 5343.470703
	Iteration 41Q: 3 clusters Score -6168232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -6168232.500000 Penalty: 5343.470703
	Iteration 42Q: 3 clusters Score -6168232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6168230.500000 Penalty: 5343.470703
	Iteration 43Q: 3 clusters Score -6168230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6168234.000000 Penalty: 5343.470703
	Iteration 44Q: 3 clusters Score -6168234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6168233.000000 Penalty: 5343.470703
	Iteration 45Q: 3 clusters Score -6168233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -6168238.000000 Penalty: 5343.470703
	Iteration 46Q: 3 clusters Score -6168238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6168235.500000 Penalty: 5343.470703
	Iteration 47Q: 3 clusters Score -6168236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6168229.500000 Penalty: 5343.470703
	Iteration 48Q: 3 clusters Score -6168230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6168229.500000 Penalty: 5343.470703
	Iteration 49F: 3 clusters Score -6168230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -200130.625000 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -200130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -197715.218750 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -197715.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198144.078125 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -198144.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198260.406250 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -198260.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -198334.421875 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -198334.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -198380.500000 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -198380.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -198409.093750 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -198409.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198434.656250 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -198434.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -198446.093750 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -198446.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198457.343750 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -198457.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198463.187500 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -198463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -198465.171875 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -198465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -198466.609375 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -198466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198467.765625 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -198467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -198468.687500 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -198468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198469.359375 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -198469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198470.109375 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -198470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -198471.453125 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -198471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -198473.515625 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -198473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198475.031250 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -198475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198476.468750 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -198476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -198479.406250 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -198479.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -519110.343750 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -519110.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -515126.125000 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -515126.1 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -515988.781250 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -515988.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -516193.531250 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -516193.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -516363.968750 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -516364 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -516512.312500 Penalty: 4144.851074
	Iteration 4Q: 3 clusters Score -516512.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -516657.218750 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -516657.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -516800.156250 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -516800.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -516940.156250 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -516940.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -517054.437500 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -517054.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -517132.218750 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -517132.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -517199.093750 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -517199.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517265.093750 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -517265.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -517348.406250 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -517348.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -517436.750000 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -517436.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -517511.937500 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -517511.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -517568.812500 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -517568.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -517624.718750 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -517624.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -517668.156250 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -517668.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -517699.406250 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -517699.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -517738.125000 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -517738.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -517768.406250 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -517768.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -517786.531250 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -517786.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -517801.062500 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -517801.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -517812.187500 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -517812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -517817.937500 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -517817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -517821.187500 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -517821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -517826.062500 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -517826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -517830.875000 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -517830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -517837.093750 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -517837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -517840.281250 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -517840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -517847.625000 Penalty: 4144.851074
	Iteration 30Q: 3 clusters Score -517847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -517851.250000 Penalty: 4144.851074
	Iteration 31Q: 3 clusters Score -517851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -517854.250000 Penalty: 4144.851074
	Iteration 32Q: 3 clusters Score -517854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -517854.812500 Penalty: 4144.851074
	Iteration 33Q: 3 clusters Score -517854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -517858.531250 Penalty: 4144.851074
	Iteration 34Q: 3 clusters Score -517858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -517858.718750 Penalty: 4144.851074
	Iteration 35Q: 3 clusters Score -517858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -517861.406250 Penalty: 4144.851074
	Iteration 36Q: 3 clusters Score -517861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -517862.375000 Penalty: 4144.851074
	Iteration 37Q: 3 clusters Score -517862.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -517862.375000 Penalty: 4144.851074
	Iteration 38F: 3 clusters Score -517862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31943.917969 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31943.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32050.251953 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -32050.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32066.296875 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32074.037109 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32074.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32074.037109 Penalty: 2791.300049
	Iteration 4F: 3 clusters Score -32074.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -839429.062500 Penalty: 2175.876221
	Iteration 0F: 2 clusters Score -839429.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -833952.312500 Penalty: 4351.752441
	Iteration 0F: 3 clusters Score -833952.3 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -835344.437500 Penalty: 4351.752441
	Iteration 1F: 3 clusters Score -835344.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -835569.062500 Penalty: 4351.752441
	Iteration 2F: 3 clusters Score -835569.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -835732.875000 Penalty: 4351.752441
	Iteration 3F: 3 clusters Score -835732.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -835887.437500 Penalty: 4351.752441
	Iteration 4Q: 3 clusters Score -835887.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -836079.687500 Penalty: 4351.752441
	Iteration 5Q: 3 clusters Score -836079.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -836302.250000 Penalty: 4351.752441
	Iteration 6Q: 3 clusters Score -836302.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -836494.500000 Penalty: 4351.752441
	Iteration 7Q: 3 clusters Score -836494.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -836674.250000 Penalty: 4351.752441
	Iteration 8Q: 3 clusters Score -836674.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -836855.937500 Penalty: 4351.752441
	Iteration 9Q: 3 clusters Score -836855.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -837049.000000 Penalty: 4351.752441
	Iteration 10Q: 3 clusters Score -837049 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -837201.125000 Penalty: 4351.752441
	Iteration 11Q: 3 clusters Score -837201.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -837315.250000 Penalty: 4351.752441
	Iteration 12Q: 3 clusters Score -837315.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -837411.625000 Penalty: 4351.752441
	Iteration 13Q: 3 clusters Score -837411.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -837485.375000 Penalty: 4351.752441
	Iteration 14Q: 3 clusters Score -837485.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -837565.875000 Penalty: 4351.752441
	Iteration 15Q: 3 clusters Score -837565.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -837652.750000 Penalty: 4351.752441
	Iteration 16Q: 3 clusters Score -837652.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -837742.625000 Penalty: 4351.752441
	Iteration 17Q: 3 clusters Score -837742.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -837833.250000 Penalty: 4351.752441
	Iteration 18Q: 3 clusters Score -837833.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -837980.812500 Penalty: 4351.752441
	Iteration 19Q: 3 clusters Score -837980.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -838202.187500 Penalty: 4351.752441
	Iteration 20F: 3 clusters Score -838202.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -838456.687500 Penalty: 4351.752441
	Iteration 21Q: 3 clusters Score -838456.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -838637.437500 Penalty: 4351.752441
	Iteration 22Q: 3 clusters Score -838637.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -838721.812500 Penalty: 4351.752441
	Iteration 23Q: 3 clusters Score -838721.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -838770.125000 Penalty: 4351.752441
	Iteration 24Q: 3 clusters Score -838770.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -838791.062500 Penalty: 4351.752441
	Iteration 25Q: 3 clusters Score -838791.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -838807.437500 Penalty: 4351.752441
	Iteration 26Q: 3 clusters Score -838807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -838813.750000 Penalty: 4351.752441
	Iteration 27Q: 3 clusters Score -838813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -838819.375000 Penalty: 4351.752441
	Iteration 28Q: 3 clusters Score -838819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -838822.812500 Penalty: 4351.752441
	Iteration 29Q: 3 clusters Score -838822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -838823.750000 Penalty: 4351.752441
	Iteration 30Q: 3 clusters Score -838823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -838827.312500 Penalty: 4351.752441
	Iteration 31Q: 3 clusters Score -838827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -838827.312500 Penalty: 4351.752441
	Iteration 32F: 3 clusters Score -838827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -1110054.750000 Penalty: 2242.161621
	Iteration 0F: 2 clusters Score -1110055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1103329.250000 Penalty: 4484.323242
	Iteration 0F: 3 clusters Score -1103329 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1105250.125000 Penalty: 4484.323242
	Iteration 1F: 3 clusters Score -1105250 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1105615.500000 Penalty: 4484.323242
	Iteration 2F: 3 clusters Score -1105616 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1105934.500000 Penalty: 4484.323242
	Iteration 3F: 3 clusters Score -1105934 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1106248.750000 Penalty: 4484.323242
	Iteration 4F: 3 clusters Score -1106249 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1106533.625000 Penalty: 4484.323242
	Iteration 5F: 3 clusters Score -1106534 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1106774.875000 Penalty: 4484.323242
	Iteration 6Q: 3 clusters Score -1106775 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1106958.000000 Penalty: 4484.323242
	Iteration 7Q: 3 clusters Score -1106958 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1107105.375000 Penalty: 4484.323242
	Iteration 8Q: 3 clusters Score -1107105 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1107219.625000 Penalty: 4484.323242
	Iteration 9Q: 3 clusters Score -1107220 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1107309.500000 Penalty: 4484.323242
	Iteration 10Q: 3 clusters Score -1107310 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1107384.375000 Penalty: 4484.323242
	Iteration 11Q: 3 clusters Score -1107384 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1107435.125000 Penalty: 4484.323242
	Iteration 12Q: 3 clusters Score -1107435 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1107473.625000 Penalty: 4484.323242
	Iteration 13Q: 3 clusters Score -1107474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1107498.875000 Penalty: 4484.323242
	Iteration 14Q: 3 clusters Score -1107499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1107528.125000 Penalty: 4484.323242
	Iteration 15Q: 3 clusters Score -1107528 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1107552.750000 Penalty: 4484.323242
	Iteration 16Q: 3 clusters Score -1107553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1107577.625000 Penalty: 4484.323242
	Iteration 17Q: 3 clusters Score -1107578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1107603.875000 Penalty: 4484.323242
	Iteration 18Q: 3 clusters Score -1107604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1107621.125000 Penalty: 4484.323242
	Iteration 19Q: 3 clusters Score -1107621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1107633.000000 Penalty: 4484.323242
	Iteration 20F: 3 clusters Score -1107633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1107639.750000 Penalty: 4484.323242
	Iteration 21Q: 3 clusters Score -1107640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1107647.500000 Penalty: 4484.323242
	Iteration 22Q: 3 clusters Score -1107648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1107653.625000 Penalty: 4484.323242
	Iteration 23Q: 3 clusters Score -1107654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1107660.750000 Penalty: 4484.323242
	Iteration 24Q: 3 clusters Score -1107661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1107667.625000 Penalty: 4484.323242
	Iteration 25Q: 3 clusters Score -1107668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1107672.875000 Penalty: 4484.323242
	Iteration 26Q: 3 clusters Score -1107673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1107677.000000 Penalty: 4484.323242
	Iteration 27Q: 3 clusters Score -1107677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1107683.000000 Penalty: 4484.323242
	Iteration 28Q: 3 clusters Score -1107683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1107681.750000 Penalty: 4484.323242
	Iteration 29Q: 3 clusters Score -1107682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1107689.375000 Penalty: 4484.323242
	Iteration 30Q: 3 clusters Score -1107689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1107692.500000 Penalty: 4484.323242
	Iteration 31Q: 3 clusters Score -1107692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1107703.000000 Penalty: 4484.323242
	Iteration 32Q: 3 clusters Score -1107703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1107710.125000 Penalty: 4484.323242
	Iteration 33Q: 3 clusters Score -1107710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1107724.000000 Penalty: 4484.323242
	Iteration 34Q: 3 clusters Score -1107724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1107735.500000 Penalty: 4484.323242
	Iteration 35Q: 3 clusters Score -1107736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1107752.375000 Penalty: 4484.323242
	Iteration 36Q: 3 clusters Score -1107752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1107769.000000 Penalty: 4484.323242
	Iteration 37Q: 3 clusters Score -1107769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1107779.500000 Penalty: 4484.323242
	Iteration 38Q: 3 clusters Score -1107780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1107787.750000 Penalty: 4484.323242
	Iteration 39Q: 3 clusters Score -1107788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1107800.750000 Penalty: 4484.323242
	Iteration 40F: 3 clusters Score -1107801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1107812.250000 Penalty: 4484.323242
	Iteration 41Q: 3 clusters Score -1107812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1107821.875000 Penalty: 4484.323242
	Iteration 42Q: 3 clusters Score -1107822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1107836.250000 Penalty: 4484.323242
	Iteration 43Q: 3 clusters Score -1107836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1107850.625000 Penalty: 4484.323242
	Iteration 44Q: 3 clusters Score -1107851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1107865.875000 Penalty: 4484.323242
	Iteration 45Q: 3 clusters Score -1107866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1107875.750000 Penalty: 4484.323242
	Iteration 46Q: 3 clusters Score -1107876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1107886.750000 Penalty: 4484.323242
	Iteration 47Q: 3 clusters Score -1107887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1107894.500000 Penalty: 4484.323242
	Iteration 48Q: 3 clusters Score -1107894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1107900.500000 Penalty: 4484.323242
	Iteration 49Q: 3 clusters Score -1107900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1107911.000000 Penalty: 4484.323242
	Iteration 50Q: 3 clusters Score -1107911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1107922.125000 Penalty: 4484.323242
	Iteration 51Q: 3 clusters Score -1107922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1107928.500000 Penalty: 4484.323242
	Iteration 52Q: 3 clusters Score -1107928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1107938.000000 Penalty: 4484.323242
	Iteration 53Q: 3 clusters Score -1107938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1107946.375000 Penalty: 4484.323242
	Iteration 54Q: 3 clusters Score -1107946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1107948.375000 Penalty: 4484.323242
	Iteration 55Q: 3 clusters Score -1107948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1107952.375000 Penalty: 4484.323242
	Iteration 56Q: 3 clusters Score -1107952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1107955.375000 Penalty: 4484.323242
	Iteration 57Q: 3 clusters Score -1107955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1107959.000000 Penalty: 4484.323242
	Iteration 58Q: 3 clusters Score -1107959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1107958.000000 Penalty: 4484.323242
	Iteration 59Q: 3 clusters Score -1107958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1107962.250000 Penalty: 4484.323242
	Iteration 60F: 3 clusters Score -1107962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1107965.750000 Penalty: 4484.323242
	Iteration 61Q: 3 clusters Score -1107966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1107971.500000 Penalty: 4484.323242
	Iteration 62Q: 3 clusters Score -1107972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1107975.875000 Penalty: 4484.323242
	Iteration 63Q: 3 clusters Score -1107976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1107981.375000 Penalty: 4484.323242
	Iteration 64Q: 3 clusters Score -1107981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1107988.875000 Penalty: 4484.323242
	Iteration 65Q: 3 clusters Score -1107989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1107992.125000 Penalty: 4484.323242
	Iteration 66Q: 3 clusters Score -1107992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1108000.750000 Penalty: 4484.323242
	Iteration 67Q: 3 clusters Score -1108001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1108007.375000 Penalty: 4484.323242
	Iteration 68Q: 3 clusters Score -1108007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1108012.500000 Penalty: 4484.323242
	Iteration 69Q: 3 clusters Score -1108012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1108016.000000 Penalty: 4484.323242
	Iteration 70Q: 3 clusters Score -1108016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1108018.375000 Penalty: 4484.323242
	Iteration 71Q: 3 clusters Score -1108018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1108020.250000 Penalty: 4484.323242
	Iteration 72Q: 3 clusters Score -1108020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1108022.875000 Penalty: 4484.323242
	Iteration 73Q: 3 clusters Score -1108023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1108023.750000 Penalty: 4484.323242
	Iteration 74Q: 3 clusters Score -1108024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1108024.500000 Penalty: 4484.323242
	Iteration 75Q: 3 clusters Score -1108024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1108024.375000 Penalty: 4484.323242
	Iteration 76Q: 3 clusters Score -1108024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1108024.875000 Penalty: 4484.323242
	Iteration 77Q: 3 clusters Score -1108025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1108028.500000 Penalty: 4484.323242
	Iteration 78Q: 3 clusters Score -1108028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1108029.125000 Penalty: 4484.323242
	Iteration 79Q: 3 clusters Score -1108029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1108029.250000 Penalty: 4484.323242
	Iteration 80F: 3 clusters Score -1108029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1108030.000000 Penalty: 4484.323242
	Iteration 81Q: 3 clusters Score -1108030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1108029.875000 Penalty: 4484.323242
	Iteration 82Q: 3 clusters Score -1108030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1108028.625000 Penalty: 4484.323242
	Iteration 83Q: 3 clusters Score -1108029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1108030.250000 Penalty: 4484.323242
	Iteration 84Q: 3 clusters Score -1108030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1108030.250000 Penalty: 4484.323242
	Iteration 85F: 3 clusters Score -1108030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -1330392.000000 Penalty: 2290.578369
	Iteration 0F: 2 clusters Score -1330392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1322585.125000 Penalty: 4581.156738
	Iteration 0F: 3 clusters Score -1322585 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1324887.000000 Penalty: 4581.156738
	Iteration 1F: 3 clusters Score -1324887 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1325169.375000 Penalty: 4581.156738
	Iteration 2F: 3 clusters Score -1325169 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1325365.375000 Penalty: 4581.156738
	Iteration 3Q: 3 clusters Score -1325365 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1325552.875000 Penalty: 4581.156738
	Iteration 4Q: 3 clusters Score -1325553 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1325783.250000 Penalty: 4581.156738
	Iteration 5Q: 3 clusters Score -1325783 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1326083.125000 Penalty: 4581.156738
	Iteration 6Q: 3 clusters Score -1326083 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1326645.125000 Penalty: 4581.156738
	Iteration 7F: 3 clusters Score -1326645 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1327492.125000 Penalty: 4581.156738
	Iteration 8F: 3 clusters Score -1327492 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1328207.875000 Penalty: 4581.156738
	Iteration 9F: 3 clusters Score -1328208 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1328716.000000 Penalty: 4581.156738
	Iteration 10F: 3 clusters Score -1328716 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1329099.000000 Penalty: 4581.156738
	Iteration 11Q: 3 clusters Score -1329099 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1329441.250000 Penalty: 4581.156738
	Iteration 12Q: 3 clusters Score -1329441 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1329803.000000 Penalty: 4581.156738
	Iteration 13Q: 3 clusters Score -1329803 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1330119.375000 Penalty: 4581.156738
	Iteration 14Q: 3 clusters Score -1330119 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1330341.125000 Penalty: 4581.156738
	Iteration 15Q: 3 clusters Score -1330341 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1330502.250000 Penalty: 4581.156738
	Iteration 16Q: 3 clusters Score -1330502 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1330614.125000 Penalty: 4581.156738
	Iteration 17Q: 3 clusters Score -1330614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1330702.875000 Penalty: 4581.156738
	Iteration 18Q: 3 clusters Score -1330703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1330771.250000 Penalty: 4581.156738
	Iteration 19Q: 3 clusters Score -1330771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1330829.625000 Penalty: 4581.156738
	Iteration 20F: 3 clusters Score -1330830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1330870.625000 Penalty: 4581.156738
	Iteration 21Q: 3 clusters Score -1330871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1330884.125000 Penalty: 4581.156738
	Iteration 22Q: 3 clusters Score -1330884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1330890.375000 Penalty: 4581.156738
	Iteration 23Q: 3 clusters Score -1330890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1330893.000000 Penalty: 4581.156738
	Iteration 24Q: 3 clusters Score -1330893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1330901.750000 Penalty: 4581.156738
	Iteration 25Q: 3 clusters Score -1330902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1330901.625000 Penalty: 4581.156738
	Iteration 26Q: 3 clusters Score -1330902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1330906.125000 Penalty: 4581.156738
	Iteration 27Q: 3 clusters Score -1330906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1330905.875000 Penalty: 4581.156738
	Iteration 28Q: 3 clusters Score -1330906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1330907.500000 Penalty: 4581.156738
	Iteration 29Q: 3 clusters Score -1330908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1330906.125000 Penalty: 4581.156738
	Iteration 30Q: 3 clusters Score -1330906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1330907.125000 Penalty: 4581.156738
	Iteration 31Q: 3 clusters Score -1330907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1330907.125000 Penalty: 4581.156738
	Iteration 32F: 3 clusters Score -1330907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82778 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 8545 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 1717 members 
Entering Unmasked Estep 
Score: -111271304.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111271864.000000 to -111271304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -655573.187500 Penalty: 2118.194092
	Iteration 0F: 2 clusters Score -655573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -650972.812500 Penalty: 4236.388184
	Iteration 0F: 3 clusters Score -650972.8 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -652092.375000 Penalty: 4236.388184
	Iteration 1F: 3 clusters Score -652092.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -652344.062500 Penalty: 4236.388184
	Iteration 2F: 3 clusters Score -652344.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -652497.687500 Penalty: 4236.388184
	Iteration 3F: 3 clusters Score -652497.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -652605.500000 Penalty: 4236.388184
	Iteration 4Q: 3 clusters Score -652605.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -652701.437500 Penalty: 4236.388184
	Iteration 5Q: 3 clusters Score -652701.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -652792.812500 Penalty: 4236.388184
	Iteration 6Q: 3 clusters Score -652792.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -652894.750000 Penalty: 4236.388184
	Iteration 7Q: 3 clusters Score -652894.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -653014.375000 Penalty: 4236.388184
	Iteration 8Q: 3 clusters Score -653014.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -653202.437500 Penalty: 4236.388184
	Iteration 9Q: 3 clusters Score -653202.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -653417.625000 Penalty: 4236.388184
	Iteration 10Q: 3 clusters Score -653417.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -653625.500000 Penalty: 4236.388184
	Iteration 11Q: 3 clusters Score -653625.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -653791.062500 Penalty: 4236.388184
	Iteration 12Q: 3 clusters Score -653791.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -653922.250000 Penalty: 4236.388184
	Iteration 13Q: 3 clusters Score -653922.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -654007.875000 Penalty: 4236.388184
	Iteration 14Q: 3 clusters Score -654007.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -654064.750000 Penalty: 4236.388184
	Iteration 15Q: 3 clusters Score -654064.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -654098.187500 Penalty: 4236.388184
	Iteration 16Q: 3 clusters Score -654098.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -654121.187500 Penalty: 4236.388184
	Iteration 17Q: 3 clusters Score -654121.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -654137.687500 Penalty: 4236.388184
	Iteration 18Q: 3 clusters Score -654137.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -654154.187500 Penalty: 4236.388184
	Iteration 19Q: 3 clusters Score -654154.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -654163.437500 Penalty: 4236.388184
	Iteration 20F: 3 clusters Score -654163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -654168.187500 Penalty: 4236.388184
	Iteration 21Q: 3 clusters Score -654168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -654170.750000 Penalty: 4236.388184
	Iteration 22Q: 3 clusters Score -654170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -654172.875000 Penalty: 4236.388184
	Iteration 23Q: 3 clusters Score -654172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -654173.125000 Penalty: 4236.388184
	Iteration 24Q: 3 clusters Score -654173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -654176.750000 Penalty: 4236.388184
	Iteration 25Q: 3 clusters Score -654176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -654178.750000 Penalty: 4236.388184
	Iteration 26Q: 3 clusters Score -654178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -654181.625000 Penalty: 4236.388184
	Iteration 27Q: 3 clusters Score -654181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -654182.750000 Penalty: 4236.388184
	Iteration 28Q: 3 clusters Score -654182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -654184.437500 Penalty: 4236.388184
	Iteration 29Q: 3 clusters Score -654184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -654186.875000 Penalty: 4236.388184
	Iteration 30Q: 3 clusters Score -654186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -654189.312500 Penalty: 4236.388184
	Iteration 31Q: 3 clusters Score -654189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -654190.625000 Penalty: 4236.388184
	Iteration 32Q: 3 clusters Score -654190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -654192.562500 Penalty: 4236.388184
	Iteration 33Q: 3 clusters Score -654192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -654195.625000 Penalty: 4236.388184
	Iteration 34Q: 3 clusters Score -654195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -654196.125000 Penalty: 4236.388184
	Iteration 35Q: 3 clusters Score -654196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -654195.812500 Penalty: 4236.388184
	Iteration 36Q: 3 clusters Score -654195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -654195.812500 Penalty: 4236.388184
	Iteration 37F: 3 clusters Score -654195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -506871.718750 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506871.7 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -507733.531250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507733.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -507950.312500 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507950.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -508121.187500 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -508121.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -508278.406250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508278.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -508406.250000 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508406.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -508511.375000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508511.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -508607.718750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508607.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -508702.781250 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508702.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -508800.000000 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -508883.125000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508883.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -508949.062500 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508949.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -509006.656250 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -509006.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -509066.125000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -509066.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -509126.156250 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -509126.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -509182.812500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -509182.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -509224.187500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -509224.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -509253.312500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -509253.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -509276.187500 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -509276.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -509295.875000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -509295.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -509307.968750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -509308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -509320.843750 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -509320.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -509333.968750 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -509334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -509351.468750 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -509351.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -509371.531250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -509371.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -509396.750000 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -509396.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -509405.218750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -509405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -509407.750000 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -509407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -509408.625000 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -509408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -509408.843750 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -509408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -509408.906250 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -509408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -509408.906250 Penalty: 4110.988770
	Iteration 31F: 3 clusters Score -509408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -111701.554688 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -111701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109763.257812 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -109763.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110204.945312 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -110204.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110405.000000 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -110405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110515.476562 Penalty: 3463.959717
	Iteration 3F: 3 clusters Score -110515.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110597.757812 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -110597.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110644.390625 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -110644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110705.687500 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -110705.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110734.976562 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -110735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110747.000000 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -110747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110759.734375 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -110759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110770.445312 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -110770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110778.117188 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -110778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110781.359375 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -110781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110782.429688 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -110782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110783.492188 Penalty: 3463.959717
	Iteration 14Q: 3 clusters Score -110783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110784.390625 Penalty: 3463.959717
	Iteration 15Q: 3 clusters Score -110784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110786.429688 Penalty: 3463.959717
	Iteration 16Q: 3 clusters Score -110786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110788.687500 Penalty: 3463.959717
	Iteration 17Q: 3 clusters Score -110788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110788.687500 Penalty: 3463.959717
	Iteration 18F: 3 clusters Score -110788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -384322.687500 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -384322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -380858.531250 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -380858.5 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -381598.687500 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -381598.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -381834.656250 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -381834.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -381984.531250 Penalty: 4015.265869
	Iteration 3F: 3 clusters Score -381984.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -382110.125000 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -382110.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -382193.781250 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -382193.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -382271.656250 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -382271.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -382339.750000 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -382339.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -382412.281250 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -382412.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -382490.937500 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -382490.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -382569.937500 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -382569.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -382629.468750 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -382629.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -382678.906250 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -382678.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382730.750000 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -382730.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -382785.937500 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -382785.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -382835.968750 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -382836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -382891.718750 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -382891.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -382961.250000 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -382961.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -383037.281250 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -383037.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -383131.187500 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -383131.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -383241.156250 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -383241.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -383341.843750 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -383341.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -383407.937500 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -383407.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -383449.750000 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -383449.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -383471.812500 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -383471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -383484.531250 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -383484.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -383493.000000 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -383493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -383507.093750 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -383507.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -383515.906250 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -383515.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -383523.468750 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -383523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -383527.156250 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -383527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -383533.593750 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -383533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -383537.250000 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -383537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -383540.531250 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -383540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383541.406250 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -383541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383541.406250 Penalty: 4015.265869
	Iteration 35F: 3 clusters Score -383541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -366414.093750 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -366414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -363185.875000 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -363185.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -364019.656250 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -364019.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -364346.250000 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -364346.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364634.031250 Penalty: 3959.109131
	Iteration 3F: 3 clusters Score -364634 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364876.031250 Penalty: 3959.109131
	Iteration 4F: 3 clusters Score -364876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -365036.625000 Penalty: 3959.109131
	Iteration 5F: 3 clusters Score -365036.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -365167.312500 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -365167.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -365256.093750 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -365256.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -365315.875000 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -365315.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -365390.375000 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -365390.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -365460.468750 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -365460.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -365511.187500 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -365511.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -365554.906250 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -365554.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -365603.031250 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -365603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365655.968750 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -365656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -365709.593750 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -365709.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -365776.031250 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -365776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -365829.312500 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -365829.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365881.625000 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -365881.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -365913.593750 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -365913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -365939.718750 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -365939.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365966.531250 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -365966.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -365994.687500 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -365994.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -366030.593750 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -366030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -366063.500000 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -366063.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366088.281250 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -366088.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -366102.593750 Penalty: 3959.109131
	Iteration 26Q: 3 clusters Score -366102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366113.062500 Penalty: 3959.109131
	Iteration 27Q: 3 clusters Score -366113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366118.093750 Penalty: 3959.109131
	Iteration 28Q: 3 clusters Score -366118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -366123.031250 Penalty: 3959.109131
	Iteration 29Q: 3 clusters Score -366123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -366130.250000 Penalty: 3959.109131
	Iteration 30Q: 3 clusters Score -366130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366139.875000 Penalty: 3959.109131
	Iteration 31Q: 3 clusters Score -366139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -366144.500000 Penalty: 3959.109131
	Iteration 32Q: 3 clusters Score -366144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -366149.031250 Penalty: 3959.109131
	Iteration 33Q: 3 clusters Score -366149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -366153.812500 Penalty: 3959.109131
	Iteration 34Q: 3 clusters Score -366153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366155.406250 Penalty: 3959.109131
	Iteration 35Q: 3 clusters Score -366155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -366160.312500 Penalty: 3959.109131
	Iteration 36Q: 3 clusters Score -366160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -366163.937500 Penalty: 3959.109131
	Iteration 37Q: 3 clusters Score -366163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -366168.750000 Penalty: 3959.109131
	Iteration 38Q: 3 clusters Score -366168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -366172.937500 Penalty: 3959.109131
	Iteration 39Q: 3 clusters Score -366172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -366173.906250 Penalty: 3959.109131
	Iteration 40F: 3 clusters Score -366173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -366177.093750 Penalty: 3959.109131
	Iteration 41Q: 3 clusters Score -366177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -366180.031250 Penalty: 3959.109131
	Iteration 42Q: 3 clusters Score -366180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -366184.156250 Penalty: 3959.109131
	Iteration 43Q: 3 clusters Score -366184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -366184.968750 Penalty: 3959.109131
	Iteration 44Q: 3 clusters Score -366185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -366184.968750 Penalty: 3959.109131
	Iteration 45F: 3 clusters Score -366185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97156.976562 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97156.98 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97408.539062 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97408.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97468.367188 Penalty: 3297.896240
	Iteration 2Q: 3 clusters Score -97468.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97507.742188 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97507.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97524.429688 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97524.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97531.664062 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97531.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97532.218750 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97532.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97532.890625 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -97532.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97534.039062 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -97534.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97534.507812 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -97534.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97535.390625 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -97535.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97540.742188 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -97540.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97542.757812 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -97542.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97542.757812 Penalty: 3297.896240
	Iteration 13F: 3 clusters Score -97542.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Entering Unmasked Estep 
Score: -3985682.000000 Penalty: 2560.662598
	Iteration 0F: 2 clusters Score -3985682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3964684.250000 Penalty: 5121.325195
	Iteration 0F: 3 clusters Score -3964684 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3972153.750000 Penalty: 5121.325195
	Iteration 1F: 3 clusters Score -3972154 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3972595.500000 Penalty: 5121.325195
	Iteration 2Q: 3 clusters Score -3972596 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3972973.000000 Penalty: 5121.325195
	Iteration 3Q: 3 clusters Score -3972973 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3973325.750000 Penalty: 5121.325195
	Iteration 4Q: 3 clusters Score -3973326 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3973674.000000 Penalty: 5121.325195
	Iteration 5Q: 3 clusters Score -3973674 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3974050.500000 Penalty: 5121.325195
	Iteration 6Q: 3 clusters Score -3974050 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3974452.750000 Penalty: 5121.325195
	Iteration 7Q: 3 clusters Score -3974453 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3974876.250000 Penalty: 5121.325195
	Iteration 8Q: 3 clusters Score -3974876 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3975346.000000 Penalty: 5121.325195
	Iteration 9Q: 3 clusters Score -3975346 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3975817.250000 Penalty: 5121.325195
	Iteration 10Q: 3 clusters Score -3975817 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3976292.750000 Penalty: 5121.325195
	Iteration 11Q: 3 clusters Score -3976293 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3976821.500000 Penalty: 5121.325195
	Iteration 12Q: 3 clusters Score -3976822 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3977325.250000 Penalty: 5121.325195
	Iteration 13Q: 3 clusters Score -3977325 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3977895.250000 Penalty: 5121.325195
	Iteration 14Q: 3 clusters Score -3977895 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3978517.250000 Penalty: 5121.325195
	Iteration 15Q: 3 clusters Score -3978517 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3979236.250000 Penalty: 5121.325195
	Iteration 16Q: 3 clusters Score -3979236 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3980042.250000 Penalty: 5121.325195
	Iteration 17Q: 3 clusters Score -3980042 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3980892.750000 Penalty: 5121.325195
	Iteration 18Q: 3 clusters Score -3980893 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3981633.250000 Penalty: 5121.325195
	Iteration 19Q: 3 clusters Score -3981633 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3982270.250000 Penalty: 5121.325195
	Iteration 20F: 3 clusters Score -3982270 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3982676.250000 Penalty: 5121.325195
	Iteration 21Q: 3 clusters Score -3982676 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3982958.250000 Penalty: 5121.325195
	Iteration 22Q: 3 clusters Score -3982958 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -3983113.250000 Penalty: 5121.325195
	Iteration 23Q: 3 clusters Score -3983113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3983226.750000 Penalty: 5121.325195
	Iteration 24Q: 3 clusters Score -3983227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3983288.750000 Penalty: 5121.325195
	Iteration 25Q: 3 clusters Score -3983289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3983341.250000 Penalty: 5121.325195
	Iteration 26Q: 3 clusters Score -3983341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3983375.750000 Penalty: 5121.325195
	Iteration 27Q: 3 clusters Score -3983376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3983399.250000 Penalty: 5121.325195
	Iteration 28Q: 3 clusters Score -3983399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3983415.000000 Penalty: 5121.325195
	Iteration 29Q: 3 clusters Score -3983415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3983430.750000 Penalty: 5121.325195
	Iteration 30Q: 3 clusters Score -3983431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3983438.500000 Penalty: 5121.325195
	Iteration 31Q: 3 clusters Score -3983438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3983444.250000 Penalty: 5121.325195
	Iteration 32Q: 3 clusters Score -3983444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3983451.250000 Penalty: 5121.325195
	Iteration 33Q: 3 clusters Score -3983451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3983453.500000 Penalty: 5121.325195
	Iteration 34Q: 3 clusters Score -3983454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3983455.750000 Penalty: 5121.325195
	Iteration 35Q: 3 clusters Score -3983456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3983463.500000 Penalty: 5121.325195
	Iteration 36Q: 3 clusters Score -3983464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3983471.750000 Penalty: 5121.325195
	Iteration 37Q: 3 clusters Score -3983472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3983475.000000 Penalty: 5121.325195
	Iteration 38Q: 3 clusters Score -3983475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3983474.250000 Penalty: 5121.325195
	Iteration 39Q: 3 clusters Score -3983474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3983483.750000 Penalty: 5121.325195
	Iteration 40F: 3 clusters Score -3983484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3983496.500000 Penalty: 5121.325195
	Iteration 41Q: 3 clusters Score -3983496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3983502.250000 Penalty: 5121.325195
	Iteration 42Q: 3 clusters Score -3983502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3983501.250000 Penalty: 5121.325195
	Iteration 43Q: 3 clusters Score -3983501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3983502.000000 Penalty: 5121.325195
	Iteration 44Q: 3 clusters Score -3983502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3983503.000000 Penalty: 5121.325195
	Iteration 45Q: 3 clusters Score -3983503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3983503.000000 Penalty: 5121.325195
	Iteration 46F: 3 clusters Score -3983503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82778 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271888.000000 Penalty: 145996.140625
Iteration 399Q: 44 clusters Score -1.112719e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43396 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47721 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271856.000000 Penalty: 145996.140625
Iteration 400F: 44 clusters Score -1.112719e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43397 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47720 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271856.000000 Penalty: 145996.140625
Iteration 401Q: 44 clusters Score -1.112719e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43396 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271840.000000 Penalty: 145996.140625
Iteration 402Q: 44 clusters Score -1.112718e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271840.000000 Penalty: 145996.140625
Iteration 403Q: 44 clusters Score -1.112718e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271840.000000 Penalty: 145996.140625
Iteration 404F: 44 clusters Score -1.112718e+08 nChanged 0
Entering ConstructFrom: 
Score: -111271840.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -795095.375000 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -795095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -789736.375000 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -789736.4 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -791043.187500 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -791043.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -791371.625000 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -791371.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -791662.937500 Penalty: 4343.392578
	Iteration 3F: 3 clusters Score -791662.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -792031.125000 Penalty: 4343.392578
	Iteration 4F: 3 clusters Score -792031.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -792451.312500 Penalty: 4343.392578
	Iteration 5F: 3 clusters Score -792451.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -792843.937500 Penalty: 4343.392578
	Iteration 6F: 3 clusters Score -792843.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -793075.062500 Penalty: 4343.392578
	Iteration 7Q: 3 clusters Score -793075.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -793237.187500 Penalty: 4343.392578
	Iteration 8Q: 3 clusters Score -793237.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -793369.562500 Penalty: 4343.392578
	Iteration 9Q: 3 clusters Score -793369.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -793523.937500 Penalty: 4343.392578
	Iteration 10Q: 3 clusters Score -793523.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -793724.062500 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -793724.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -793939.000000 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -793939 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -794135.687500 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -794135.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -794399.625000 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -794399.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -794636.812500 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -794636.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -794835.937500 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -794835.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -795010.437500 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -795010.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -795146.375000 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -795146.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -795256.187500 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -795256.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -795359.250000 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -795359.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -795439.250000 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -795439.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -795499.250000 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -795499.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -795560.937500 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -795560.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -795606.500000 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -795606.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -795641.250000 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -795641.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -795670.437500 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -795670.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -795685.875000 Penalty: 4343.392578
	Iteration 27Q: 3 clusters Score -795685.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -795693.687500 Penalty: 4343.392578
	Iteration 28Q: 3 clusters Score -795693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -795700.625000 Penalty: 4343.392578
	Iteration 29Q: 3 clusters Score -795700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -795700.500000 Penalty: 4343.392578
	Iteration 30Q: 3 clusters Score -795700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -795702.062500 Penalty: 4343.392578
	Iteration 31Q: 3 clusters Score -795702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -795701.750000 Penalty: 4343.392578
	Iteration 32Q: 3 clusters Score -795701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -795704.250000 Penalty: 4343.392578
	Iteration 33Q: 3 clusters Score -795704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -795705.187500 Penalty: 4343.392578
	Iteration 34Q: 3 clusters Score -795705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -795707.062500 Penalty: 4343.392578
	Iteration 35Q: 3 clusters Score -795707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -795706.875000 Penalty: 4343.392578
	Iteration 36Q: 3 clusters Score -795706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -795706.875000 Penalty: 4343.392578
	Iteration 37Q: 3 clusters Score -795706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -795706.875000 Penalty: 4343.392578
	Iteration 38F: 3 clusters Score -795706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 2289 members 
Entering Unmasked Estep 
Score: -111271352.000000 Penalty: 149391.406250
Splitting cluster 1 changes total score from -111271840.000000 to -111271352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -699552.750000 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -699552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -694776.125000 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -694776.1 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -696177.250000 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -696177.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -696578.937500 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -696578.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -696916.812500 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -696916.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -697186.812500 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -697186.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -697436.000000 Penalty: 4272.702637
	Iteration 5F: 3 clusters Score -697436 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -697634.625000 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -697634.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -697756.000000 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -697756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -697862.500000 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -697862.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -697948.875000 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -697948.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -698006.500000 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -698006.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -698049.687500 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -698049.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -698090.812500 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -698090.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -698134.750000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -698134.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -698152.437500 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -698152.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -698165.000000 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -698165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -698177.750000 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -698177.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -698187.500000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -698187.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -698194.312500 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -698194.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -698203.000000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -698203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -698211.375000 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -698211.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -698224.500000 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -698224.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -698237.000000 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -698237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -698244.562500 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -698244.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -698255.687500 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -698255.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -698264.000000 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -698264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -698267.437500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -698267.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -698271.937500 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -698271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -698274.500000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -698274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -698278.937500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -698278.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -698279.875000 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -698279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -698283.062500 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -698283.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -698287.062500 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -698287.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -698291.562500 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -698291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -698294.750000 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -698294.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -698301.250000 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -698301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -698302.250000 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -698302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -698307.750000 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -698307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -698310.500000 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -698310.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -698314.062500 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -698314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -698316.000000 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -698316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -698317.875000 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -698317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -698319.312500 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -698319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -698320.812500 Penalty: 4272.702637
	Iteration 43Q: 3 clusters Score -698320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -698322.562500 Penalty: 4272.702637
	Iteration 44Q: 3 clusters Score -698322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -698326.937500 Penalty: 4272.702637
	Iteration 45Q: 3 clusters Score -698326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -698329.437500 Penalty: 4272.702637
	Iteration 46Q: 3 clusters Score -698329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -698334.312500 Penalty: 4272.702637
	Iteration 47Q: 3 clusters Score -698334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -698337.500000 Penalty: 4272.702637
	Iteration 48Q: 3 clusters Score -698337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -698338.937500 Penalty: 4272.702637
	Iteration 49Q: 3 clusters Score -698338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -698342.312500 Penalty: 4272.702637
	Iteration 50Q: 3 clusters Score -698342.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -698345.562500 Penalty: 4272.702637
	Iteration 51Q: 3 clusters Score -698345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -698349.000000 Penalty: 4272.702637
	Iteration 52Q: 3 clusters Score -698349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -698351.687500 Penalty: 4272.702637
	Iteration 53Q: 3 clusters Score -698351.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -698359.437500 Penalty: 4272.702637
	Iteration 54Q: 3 clusters Score -698359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -698363.125000 Penalty: 4272.702637
	Iteration 55Q: 3 clusters Score -698363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -698364.687500 Penalty: 4272.702637
	Iteration 56Q: 3 clusters Score -698364.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -698373.312500 Penalty: 4272.702637
	Iteration 57Q: 3 clusters Score -698373.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -698384.187500 Penalty: 4272.702637
	Iteration 58Q: 3 clusters Score -698384.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -698399.687500 Penalty: 4272.702637
	Iteration 59Q: 3 clusters Score -698399.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -698430.375000 Penalty: 4272.702637
	Iteration 60F: 3 clusters Score -698430.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -698482.562500 Penalty: 4272.702637
	Iteration 61Q: 3 clusters Score -698482.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -698584.812500 Penalty: 4272.702637
	Iteration 62Q: 3 clusters Score -698584.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -698688.250000 Penalty: 4272.702637
	Iteration 63Q: 3 clusters Score -698688.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -698745.812500 Penalty: 4272.702637
	Iteration 64Q: 3 clusters Score -698745.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -698769.000000 Penalty: 4272.702637
	Iteration 65Q: 3 clusters Score -698769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -698781.687500 Penalty: 4272.702637
	Iteration 66Q: 3 clusters Score -698781.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -698789.687500 Penalty: 4272.702637
	Iteration 67Q: 3 clusters Score -698789.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -698798.687500 Penalty: 4272.702637
	Iteration 68Q: 3 clusters Score -698798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -698799.687500 Penalty: 4272.702637
	Iteration 69Q: 3 clusters Score -698799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -698800.125000 Penalty: 4272.702637
	Iteration 70Q: 3 clusters Score -698800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -698801.312500 Penalty: 4272.702637
	Iteration 71Q: 3 clusters Score -698801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -698802.687500 Penalty: 4272.702637
	Iteration 72Q: 3 clusters Score -698802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -698805.625000 Penalty: 4272.702637
	Iteration 73Q: 3 clusters Score -698805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -698805.812500 Penalty: 4272.702637
	Iteration 74Q: 3 clusters Score -698805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -698805.750000 Penalty: 4272.702637
	Iteration 75Q: 3 clusters Score -698805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -698806.625000 Penalty: 4272.702637
	Iteration 76Q: 3 clusters Score -698806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -698806.312500 Penalty: 4272.702637
	Iteration 77Q: 3 clusters Score -698806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -698805.812500 Penalty: 4272.702637
	Iteration 78Q: 3 clusters Score -698805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -698807.875000 Penalty: 4272.702637
	Iteration 79Q: 3 clusters Score -698807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -698807.562500 Penalty: 4272.702637
	Iteration 80F: 3 clusters Score -698807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -1677505.750000 Penalty: 2347.949463
	Iteration 0F: 2 clusters Score -1677506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1668090.125000 Penalty: 4695.898926
	Iteration 0F: 3 clusters Score -1668090 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1670923.375000 Penalty: 4695.898926
	Iteration 1F: 3 clusters Score -1670923 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1671321.250000 Penalty: 4695.898926
	Iteration 2F: 3 clusters Score -1671321 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1671634.875000 Penalty: 4695.898926
	Iteration 3F: 3 clusters Score -1671635 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1671879.625000 Penalty: 4695.898926
	Iteration 4Q: 3 clusters Score -1671880 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1672124.625000 Penalty: 4695.898926
	Iteration 5Q: 3 clusters Score -1672125 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1672354.375000 Penalty: 4695.898926
	Iteration 6Q: 3 clusters Score -1672354 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1672581.125000 Penalty: 4695.898926
	Iteration 7Q: 3 clusters Score -1672581 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1672812.750000 Penalty: 4695.898926
	Iteration 8Q: 3 clusters Score -1672813 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1673043.750000 Penalty: 4695.898926
	Iteration 9Q: 3 clusters Score -1673044 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1673234.500000 Penalty: 4695.898926
	Iteration 10Q: 3 clusters Score -1673234 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1673379.125000 Penalty: 4695.898926
	Iteration 11Q: 3 clusters Score -1673379 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1673522.125000 Penalty: 4695.898926
	Iteration 12Q: 3 clusters Score -1673522 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1673641.000000 Penalty: 4695.898926
	Iteration 13Q: 3 clusters Score -1673641 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1673753.125000 Penalty: 4695.898926
	Iteration 14Q: 3 clusters Score -1673753 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1673844.625000 Penalty: 4695.898926
	Iteration 15Q: 3 clusters Score -1673845 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1673930.875000 Penalty: 4695.898926
	Iteration 16Q: 3 clusters Score -1673931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1674011.125000 Penalty: 4695.898926
	Iteration 17Q: 3 clusters Score -1674011 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1674120.875000 Penalty: 4695.898926
	Iteration 18Q: 3 clusters Score -1674121 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1674242.250000 Penalty: 4695.898926
	Iteration 19Q: 3 clusters Score -1674242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1674387.125000 Penalty: 4695.898926
	Iteration 20F: 3 clusters Score -1674387 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1674559.750000 Penalty: 4695.898926
	Iteration 21Q: 3 clusters Score -1674560 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1674760.125000 Penalty: 4695.898926
	Iteration 22Q: 3 clusters Score -1674760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1674938.125000 Penalty: 4695.898926
	Iteration 23Q: 3 clusters Score -1674938 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1675067.000000 Penalty: 4695.898926
	Iteration 24Q: 3 clusters Score -1675067 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1675140.875000 Penalty: 4695.898926
	Iteration 25Q: 3 clusters Score -1675141 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1675188.125000 Penalty: 4695.898926
	Iteration 26Q: 3 clusters Score -1675188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1675227.125000 Penalty: 4695.898926
	Iteration 27Q: 3 clusters Score -1675227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1675261.250000 Penalty: 4695.898926
	Iteration 28Q: 3 clusters Score -1675261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1675293.750000 Penalty: 4695.898926
	Iteration 29Q: 3 clusters Score -1675294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1675321.875000 Penalty: 4695.898926
	Iteration 30Q: 3 clusters Score -1675322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1675349.500000 Penalty: 4695.898926
	Iteration 31Q: 3 clusters Score -1675350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1675372.000000 Penalty: 4695.898926
	Iteration 32Q: 3 clusters Score -1675372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1675400.375000 Penalty: 4695.898926
	Iteration 33Q: 3 clusters Score -1675400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1675435.875000 Penalty: 4695.898926
	Iteration 34Q: 3 clusters Score -1675436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1675463.125000 Penalty: 4695.898926
	Iteration 35Q: 3 clusters Score -1675463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1675496.000000 Penalty: 4695.898926
	Iteration 36Q: 3 clusters Score -1675496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1675516.875000 Penalty: 4695.898926
	Iteration 37Q: 3 clusters Score -1675517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1675534.250000 Penalty: 4695.898926
	Iteration 38Q: 3 clusters Score -1675534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1675556.500000 Penalty: 4695.898926
	Iteration 39Q: 3 clusters Score -1675556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1675578.875000 Penalty: 4695.898926
	Iteration 40F: 3 clusters Score -1675579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1675599.500000 Penalty: 4695.898926
	Iteration 41Q: 3 clusters Score -1675600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1675627.125000 Penalty: 4695.898926
	Iteration 42Q: 3 clusters Score -1675627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1675640.625000 Penalty: 4695.898926
	Iteration 43Q: 3 clusters Score -1675641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1675659.500000 Penalty: 4695.898926
	Iteration 44Q: 3 clusters Score -1675660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1675669.625000 Penalty: 4695.898926
	Iteration 45Q: 3 clusters Score -1675670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1675689.000000 Penalty: 4695.898926
	Iteration 46Q: 3 clusters Score -1675689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1675692.000000 Penalty: 4695.898926
	Iteration 47Q: 3 clusters Score -1675692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1675698.000000 Penalty: 4695.898926
	Iteration 48Q: 3 clusters Score -1675698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1675704.625000 Penalty: 4695.898926
	Iteration 49Q: 3 clusters Score -1675705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1675708.750000 Penalty: 4695.898926
	Iteration 50Q: 3 clusters Score -1675709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1675714.125000 Penalty: 4695.898926
	Iteration 51Q: 3 clusters Score -1675714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1675715.250000 Penalty: 4695.898926
	Iteration 52Q: 3 clusters Score -1675715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1675714.625000 Penalty: 4695.898926
	Iteration 53Q: 3 clusters Score -1675715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1675718.875000 Penalty: 4695.898926
	Iteration 54Q: 3 clusters Score -1675719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1675717.000000 Penalty: 4695.898926
	Iteration 55Q: 3 clusters Score -1675717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1675717.000000 Penalty: 4695.898926
	Iteration 56F: 3 clusters Score -1675717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Entering Unmasked Estep 
Score: -1219903.375000 Penalty: 2285.721924
	Iteration 0F: 2 clusters Score -1219903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1212194.625000 Penalty: 4571.443848
	Iteration 0F: 3 clusters Score -1212195 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1214582.500000 Penalty: 4571.443848
	Iteration 1F: 3 clusters Score -1214582 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1215168.125000 Penalty: 4571.443848
	Iteration 2F: 3 clusters Score -1215168 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1215756.375000 Penalty: 4571.443848
	Iteration 3F: 3 clusters Score -1215756 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1216320.750000 Penalty: 4571.443848
	Iteration 4F: 3 clusters Score -1216321 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1216780.500000 Penalty: 4571.443848
	Iteration 5F: 3 clusters Score -1216780 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1217135.125000 Penalty: 4571.443848
	Iteration 6F: 3 clusters Score -1217135 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1217384.375000 Penalty: 4571.443848
	Iteration 7Q: 3 clusters Score -1217384 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1217583.875000 Penalty: 4571.443848
	Iteration 8Q: 3 clusters Score -1217584 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1217744.750000 Penalty: 4571.443848
	Iteration 9Q: 3 clusters Score -1217745 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1217867.750000 Penalty: 4571.443848
	Iteration 10Q: 3 clusters Score -1217868 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1217967.375000 Penalty: 4571.443848
	Iteration 11Q: 3 clusters Score -1217967 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1218071.250000 Penalty: 4571.443848
	Iteration 12Q: 3 clusters Score -1218071 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1218157.500000 Penalty: 4571.443848
	Iteration 13Q: 3 clusters Score -1218158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1218241.250000 Penalty: 4571.443848
	Iteration 14Q: 3 clusters Score -1218241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1218312.875000 Penalty: 4571.443848
	Iteration 15Q: 3 clusters Score -1218313 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1218372.125000 Penalty: 4571.443848
	Iteration 16Q: 3 clusters Score -1218372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1218417.250000 Penalty: 4571.443848
	Iteration 17Q: 3 clusters Score -1218417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1218459.000000 Penalty: 4571.443848
	Iteration 18Q: 3 clusters Score -1218459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1218495.625000 Penalty: 4571.443848
	Iteration 19Q: 3 clusters Score -1218496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1218531.625000 Penalty: 4571.443848
	Iteration 20F: 3 clusters Score -1218532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1218558.375000 Penalty: 4571.443848
	Iteration 21Q: 3 clusters Score -1218558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1218586.750000 Penalty: 4571.443848
	Iteration 22Q: 3 clusters Score -1218587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1218617.625000 Penalty: 4571.443848
	Iteration 23Q: 3 clusters Score -1218618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1218644.250000 Penalty: 4571.443848
	Iteration 24Q: 3 clusters Score -1218644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1218672.375000 Penalty: 4571.443848
	Iteration 25Q: 3 clusters Score -1218672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1218689.750000 Penalty: 4571.443848
	Iteration 26Q: 3 clusters Score -1218690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1218705.625000 Penalty: 4571.443848
	Iteration 27Q: 3 clusters Score -1218706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1218717.625000 Penalty: 4571.443848
	Iteration 28Q: 3 clusters Score -1218718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1218724.875000 Penalty: 4571.443848
	Iteration 29Q: 3 clusters Score -1218725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1218735.500000 Penalty: 4571.443848
	Iteration 30Q: 3 clusters Score -1218736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1218748.125000 Penalty: 4571.443848
	Iteration 31Q: 3 clusters Score -1218748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1218755.250000 Penalty: 4571.443848
	Iteration 32Q: 3 clusters Score -1218755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1218760.625000 Penalty: 4571.443848
	Iteration 33Q: 3 clusters Score -1218761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1218766.875000 Penalty: 4571.443848
	Iteration 34Q: 3 clusters Score -1218767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1218772.000000 Penalty: 4571.443848
	Iteration 35Q: 3 clusters Score -1218772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1218779.375000 Penalty: 4571.443848
	Iteration 36Q: 3 clusters Score -1218779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1218782.625000 Penalty: 4571.443848
	Iteration 37Q: 3 clusters Score -1218783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1218785.625000 Penalty: 4571.443848
	Iteration 38Q: 3 clusters Score -1218786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1218792.125000 Penalty: 4571.443848
	Iteration 39Q: 3 clusters Score -1218792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1218797.625000 Penalty: 4571.443848
	Iteration 40F: 3 clusters Score -1218798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1218807.875000 Penalty: 4571.443848
	Iteration 41Q: 3 clusters Score -1218808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1218810.000000 Penalty: 4571.443848
	Iteration 42Q: 3 clusters Score -1218810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1218810.250000 Penalty: 4571.443848
	Iteration 43Q: 3 clusters Score -1218810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1218811.875000 Penalty: 4571.443848
	Iteration 44Q: 3 clusters Score -1218812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1218816.125000 Penalty: 4571.443848
	Iteration 45Q: 3 clusters Score -1218816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1218818.000000 Penalty: 4571.443848
	Iteration 46Q: 3 clusters Score -1218818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1218819.500000 Penalty: 4571.443848
	Iteration 47Q: 3 clusters Score -1218820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1218819.250000 Penalty: 4571.443848
	Iteration 48Q: 3 clusters Score -1218819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1218821.375000 Penalty: 4571.443848
	Iteration 49Q: 3 clusters Score -1218821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1218821.375000 Penalty: 4571.443848
	Iteration 50F: 3 clusters Score -1218821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -200288.500000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -200288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -197824.625000 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -197824.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -198268.031250 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -198268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -198389.000000 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -198389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198482.765625 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -198482.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -198542.734375 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -198542.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -198570.968750 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -198571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198588.812500 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -198588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -198603.296875 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -198603.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -198615.781250 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -198615.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -198627.656250 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -198627.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -198635.171875 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -198635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -198638.265625 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -198638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198641.937500 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -198641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -198642.281250 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -198642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -198642.890625 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -198642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198643.750000 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -198643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198643.750000 Penalty: 3692.927002
	Iteration 16F: 3 clusters Score -198643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -60544.781250 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -60544.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59148.691406 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -59148.69 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59732.593750 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -59732.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60150.804688 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -60150.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60462.500000 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -60462.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60571.792969 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -60571.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60613.781250 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -60613.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60622.628906 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -60622.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60622.628906 Penalty: 3095.176758
	Iteration 7F: 3 clusters Score -60622.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 379 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 134 members 
Entering Unmasked Estep 
Score: -111269944.000000 Penalty: 149391.406250
Splitting cluster 6 changes total score from -111271840.000000 to -111269944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -234973.515625 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -234973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232444.234375 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -232444.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -232853.640625 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -232853.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -232964.593750 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -232964.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -233031.828125 Penalty: 3741.463623
	Iteration 3Q: 3 clusters Score -233031.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -233074.375000 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -233074.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -233107.406250 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -233107.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -233129.718750 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -233129.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -233148.265625 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -233148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -233158.812500 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -233158.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -233165.765625 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -233165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -233170.250000 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -233170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -233171.515625 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -233171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -233173.015625 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -233173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -233174.703125 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -233174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -233176.562500 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -233176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -233179.796875 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -233179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -233184.531250 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -233184.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -233191.796875 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -233191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -233194.953125 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -233195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -233200.000000 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -233200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -233204.453125 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -233204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -233207.687500 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -233207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -233210.140625 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -233210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -233211.093750 Penalty: 3741.463623
	Iteration 23Q: 3 clusters Score -233211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -233211.984375 Penalty: 3741.463623
	Iteration 24Q: 3 clusters Score -233212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -233212.406250 Penalty: 3741.463623
	Iteration 25Q: 3 clusters Score -233212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -233212.406250 Penalty: 3741.463623
	Iteration 26F: 3 clusters Score -233212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85606.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -85606.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83996.429688 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -83996.43 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84466.718750 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -84466.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84875.773438 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -84875.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85195.710938 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -85195.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85382.484375 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -85382.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85523.070312 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85523.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85597.023438 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85597.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85715.289062 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -85715.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85804.578125 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -85804.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85906.554688 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -85906.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86034.414062 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -86034.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86163.015625 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -86163.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86199.609375 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -86199.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86218.914062 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -86218.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86223.765625 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -86223.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86227.804688 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -86227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86239.210938 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -86239.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86246.156250 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -86246.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86246.156250 Penalty: 3298.538330
	Iteration 18F: 3 clusters Score -86246.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 496 members 
Entering Unmasked Estep 
Score: -111270720.000000 Penalty: 149391.406250
Splitting cluster 8 changes total score from -111271840.000000 to -111270720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (39595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Entering Unmasked Estep 
Score: -5098088.500000 Penalty: 2625.441650
	Iteration 0F: 2 clusters Score -5098088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5071139.000000 Penalty: 5250.883301
	Iteration 0F: 3 clusters Score -5071139 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -5081119.500000 Penalty: 5250.883301
	Iteration 1F: 3 clusters Score -5081120 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -5081704.500000 Penalty: 5250.883301
	Iteration 2Q: 3 clusters Score -5081704 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5082278.500000 Penalty: 5250.883301
	Iteration 3Q: 3 clusters Score -5082278 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5082898.000000 Penalty: 5250.883301
	Iteration 4Q: 3 clusters Score -5082898 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5083691.500000 Penalty: 5250.883301
	Iteration 5Q: 3 clusters Score -5083692 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5084741.000000 Penalty: 5250.883301
	Iteration 6Q: 3 clusters Score -5084741 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5086191.500000 Penalty: 5250.883301
	Iteration 7F: 3 clusters Score -5086192 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -5087798.500000 Penalty: 5250.883301
	Iteration 8F: 3 clusters Score -5087798 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -5089224.500000 Penalty: 5250.883301
	Iteration 9F: 3 clusters Score -5089224 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -5090314.000000 Penalty: 5250.883301
	Iteration 10F: 3 clusters Score -5090314 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5091147.500000 Penalty: 5250.883301
	Iteration 11Q: 3 clusters Score -5091148 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5091836.000000 Penalty: 5250.883301
	Iteration 12Q: 3 clusters Score -5091836 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5092465.000000 Penalty: 5250.883301
	Iteration 13Q: 3 clusters Score -5092465 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5093035.000000 Penalty: 5250.883301
	Iteration 14Q: 3 clusters Score -5093035 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5093528.000000 Penalty: 5250.883301
	Iteration 15Q: 3 clusters Score -5093528 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5094002.000000 Penalty: 5250.883301
	Iteration 16Q: 3 clusters Score -5094002 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5094405.000000 Penalty: 5250.883301
	Iteration 17Q: 3 clusters Score -5094405 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5094759.000000 Penalty: 5250.883301
	Iteration 18Q: 3 clusters Score -5094759 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5095103.000000 Penalty: 5250.883301
	Iteration 19Q: 3 clusters Score -5095103 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -5095414.000000 Penalty: 5250.883301
	Iteration 20F: 3 clusters Score -5095414 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5095630.500000 Penalty: 5250.883301
	Iteration 21Q: 3 clusters Score -5095630 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5095840.000000 Penalty: 5250.883301
	Iteration 22Q: 3 clusters Score -5095840 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -5095979.000000 Penalty: 5250.883301
	Iteration 23Q: 3 clusters Score -5095979 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5096125.500000 Penalty: 5250.883301
	Iteration 24Q: 3 clusters Score -5096126 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -5096244.500000 Penalty: 5250.883301
	Iteration 25Q: 3 clusters Score -5096244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5096334.000000 Penalty: 5250.883301
	Iteration 26Q: 3 clusters Score -5096334 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5096430.000000 Penalty: 5250.883301
	Iteration 27Q: 3 clusters Score -5096430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -5096491.500000 Penalty: 5250.883301
	Iteration 28Q: 3 clusters Score -5096492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5096522.500000 Penalty: 5250.883301
	Iteration 29Q: 3 clusters Score -5096522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -5096544.500000 Penalty: 5250.883301
	Iteration 30Q: 3 clusters Score -5096544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -5096564.000000 Penalty: 5250.883301
	Iteration 31Q: 3 clusters Score -5096564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5096570.500000 Penalty: 5250.883301
	Iteration 32Q: 3 clusters Score -5096570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5096567.000000 Penalty: 5250.883301
	Iteration 33Q: 3 clusters Score -5096567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -5096580.000000 Penalty: 5250.883301
	Iteration 34Q: 3 clusters Score -5096580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -5096577.000000 Penalty: 5250.883301
	Iteration 35Q: 3 clusters Score -5096577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -5096586.000000 Penalty: 5250.883301
	Iteration 36Q: 3 clusters Score -5096586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5096592.500000 Penalty: 5250.883301
	Iteration 37Q: 3 clusters Score -5096592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -5096592.500000 Penalty: 5250.883301
	Iteration 38Q: 3 clusters Score -5096592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5096588.500000 Penalty: 5250.883301
	Iteration 39Q: 3 clusters Score -5096588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -5096588.000000 Penalty: 5250.883301
	Iteration 40F: 3 clusters Score -5096588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -5096600.500000 Penalty: 5250.883301
	Iteration 41Q: 3 clusters Score -5096600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -5096596.500000 Penalty: 5250.883301
	Iteration 42Q: 3 clusters Score -5096596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5096589.000000 Penalty: 5250.883301
	Iteration 43Q: 3 clusters Score -5096589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5096592.500000 Penalty: 5250.883301
	Iteration 44Q: 3 clusters Score -5096592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5096589.000000 Penalty: 5250.883301
	Iteration 45Q: 3 clusters Score -5096589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -5096588.500000 Penalty: 5250.883301
	Iteration 46Q: 3 clusters Score -5096588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5096588.500000 Penalty: 5250.883301
	Iteration 47Q: 3 clusters Score -5096588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -5096588.500000 Penalty: 5250.883301
	Iteration 48Q: 3 clusters Score -5096588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5096589.500000 Penalty: 5250.883301
	Iteration 49Q: 3 clusters Score -5096590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5096589.500000 Penalty: 5250.883301
	Iteration 50F: 3 clusters Score -5096590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -943179.937500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -943179.9 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 3800 members 
Entering Unmasked Estep 
Score: -937233.812500 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -937233.8 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -939003.937500 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -939003.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -939493.562500 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -939493.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -939995.062500 Penalty: 4423.783203
	Iteration 3F: 3 clusters Score -939995.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -940485.000000 Penalty: 4423.783203
	Iteration 4F: 3 clusters Score -940485 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -940901.062500 Penalty: 4423.783203
	Iteration 5F: 3 clusters Score -940901.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -941233.937500 Penalty: 4423.783203
	Iteration 6F: 3 clusters Score -941233.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -941457.687500 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -941457.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -941617.687500 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -941617.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -941706.750000 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -941706.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -941771.375000 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -941771.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -941813.562500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -941813.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -941846.500000 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -941846.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -941876.437500 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -941876.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -941900.062500 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -941900.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -941924.375000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -941924.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -941941.312500 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -941941.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -941957.375000 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -941957.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -941972.062500 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -941972.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -941981.562500 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -941981.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -941991.375000 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -941991.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -941998.687500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -941998.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -942003.812500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -942003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -942009.625000 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -942009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -942016.125000 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -942016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -942019.437500 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -942019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -942024.062500 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -942024.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -942026.687500 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -942026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -942031.375000 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -942031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -942034.312500 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -942034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -942034.437500 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -942034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -942036.312500 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -942036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -942039.062500 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -942039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -942040.375000 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -942040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -942039.125000 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -942039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -942040.687500 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -942040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -942042.437500 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -942042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -942042.750000 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -942042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -942042.750000 Penalty: 4423.783203
	Iteration 38F: 3 clusters Score -942042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Entering Unmasked Estep 
Score: -21212624.000000 Penalty: 2974.675781
	Iteration 0F: 2 clusters Score -2.121262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -21103872.000000 Penalty: 5949.351562
	Iteration 0F: 3 clusters Score -2.110387e+07 nChanged 77394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -21149282.000000 Penalty: 5949.351562
	Iteration 1F: 3 clusters Score -2.114928e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -21150326.000000 Penalty: 5949.351562
	Iteration 2Q: 3 clusters Score -2.115033e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -21151600.000000 Penalty: 5949.351562
	Iteration 3Q: 3 clusters Score -2.11516e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -21152518.000000 Penalty: 5949.351562
	Iteration 4Q: 3 clusters Score -2.115252e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -21153844.000000 Penalty: 5949.351562
	Iteration 5Q: 3 clusters Score -2.115384e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -21155182.000000 Penalty: 5949.351562
	Iteration 6Q: 3 clusters Score -2.115518e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -21156934.000000 Penalty: 5949.351562
	Iteration 7Q: 3 clusters Score -2.115693e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -21158966.000000 Penalty: 5949.351562
	Iteration 8Q: 3 clusters Score -2.115897e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -21161490.000000 Penalty: 5949.351562
	Iteration 9Q: 3 clusters Score -2.116149e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -21164788.000000 Penalty: 5949.351562
	Iteration 10Q: 3 clusters Score -2.116479e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -21169012.000000 Penalty: 5949.351562
	Iteration 11Q: 3 clusters Score -2.116901e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -21174184.000000 Penalty: 5949.351562
	Iteration 12F: 3 clusters Score -2.117418e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -21179438.000000 Penalty: 5949.351562
	Iteration 13F: 3 clusters Score -2.117944e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -21182618.000000 Penalty: 5949.351562
	Iteration 14Q: 3 clusters Score -2.118262e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -21183746.000000 Penalty: 5949.351562
	Iteration 15Q: 3 clusters Score -2.118375e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -21184070.000000 Penalty: 5949.351562
	Iteration 16Q: 3 clusters Score -2.118407e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -21184266.000000 Penalty: 5949.351562
	Iteration 17Q: 3 clusters Score -2.118427e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -21184362.000000 Penalty: 5949.351562
	Iteration 18Q: 3 clusters Score -2.118436e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -21184578.000000 Penalty: 5949.351562
	Iteration 19Q: 3 clusters Score -2.118458e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -21184752.000000 Penalty: 5949.351562
	Iteration 20F: 3 clusters Score -2.118475e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -21184982.000000 Penalty: 5949.351562
	Iteration 21Q: 3 clusters Score -2.118498e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -21185296.000000 Penalty: 5949.351562
	Iteration 22Q: 3 clusters Score -2.11853e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -21185556.000000 Penalty: 5949.351562
	Iteration 23Q: 3 clusters Score -2.118556e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -21185880.000000 Penalty: 5949.351562
	Iteration 24Q: 3 clusters Score -2.118588e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -21186258.000000 Penalty: 5949.351562
	Iteration 25Q: 3 clusters Score -2.118626e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -21186658.000000 Penalty: 5949.351562
	Iteration 26Q: 3 clusters Score -2.118666e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -21187082.000000 Penalty: 5949.351562
	Iteration 27Q: 3 clusters Score -2.118708e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -21187546.000000 Penalty: 5949.351562
	Iteration 28Q: 3 clusters Score -2.118755e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -21188116.000000 Penalty: 5949.351562
	Iteration 29Q: 3 clusters Score -2.118812e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -21188764.000000 Penalty: 5949.351562
	Iteration 30Q: 3 clusters Score -2.118876e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
Score: -21189550.000000 Penalty: 5949.351562
	Iteration 31Q: 3 clusters Score -2.118955e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -21190302.000000 Penalty: 5949.351562
	Iteration 32Q: 3 clusters Score -2.11903e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 121192 members 
Entering Unmasked Estep 
Score: -21191140.000000 Penalty: 5949.351562
	Iteration 33Q: 3 clusters Score -2.119114e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -21191968.000000 Penalty: 5949.351562
	Iteration 34Q: 3 clusters Score -2.119197e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 126723 members 
Entering Unmasked Estep 
Score: -21192816.000000 Penalty: 5949.351562
	Iteration 35Q: 3 clusters Score -2.119282e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -21193866.000000 Penalty: 5949.351562
	Iteration 36Q: 3 clusters Score -2.119387e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -21195182.000000 Penalty: 5949.351562
	Iteration 37Q: 3 clusters Score -2.119518e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 135425 members 
Entering Unmasked Estep 
Score: -21196420.000000 Penalty: 5949.351562
	Iteration 38Q: 3 clusters Score -2.119642e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -21197830.000000 Penalty: 5949.351562
	Iteration 39Q: 3 clusters Score -2.119783e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -21199356.000000 Penalty: 5949.351562
	Iteration 40F: 3 clusters Score -2.119936e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 144021 members 
Entering Unmasked Estep 
Score: -21201020.000000 Penalty: 5949.351562
	Iteration 41Q: 3 clusters Score -2.120102e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 146629 members 
Entering Unmasked Estep 
Score: -21202650.000000 Penalty: 5949.351562
	Iteration 42Q: 3 clusters Score -2.120265e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 149063 members 
Entering Unmasked Estep 
Score: -21204322.000000 Penalty: 5949.351562
	Iteration 43Q: 3 clusters Score -2.120432e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 151231 members 
Entering Unmasked Estep 
Score: -21205878.000000 Penalty: 5949.351562
	Iteration 44Q: 3 clusters Score -2.120588e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -21207378.000000 Penalty: 5949.351562
	Iteration 45Q: 3 clusters Score -2.120738e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 154621 members 
Entering Unmasked Estep 
Score: -21208592.000000 Penalty: 5949.351562
	Iteration 46Q: 3 clusters Score -2.120859e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -21209260.000000 Penalty: 5949.351562
	Iteration 47Q: 3 clusters Score -2.120926e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 156462 members 
Entering Unmasked Estep 
Score: -21209788.000000 Penalty: 5949.351562
	Iteration 48Q: 3 clusters Score -2.120979e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -21209994.000000 Penalty: 5949.351562
	Iteration 49Q: 3 clusters Score -2.120999e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 157454 members 
Entering Unmasked Estep 
Score: -21210102.000000 Penalty: 5949.351562
	Iteration 50Q: 3 clusters Score -2.12101e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -21210296.000000 Penalty: 5949.351562
	Iteration 51Q: 3 clusters Score -2.12103e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 158076 members 
Entering Unmasked Estep 
Score: -21210376.000000 Penalty: 5949.351562
	Iteration 52Q: 3 clusters Score -2.121038e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -21210442.000000 Penalty: 5949.351562
	Iteration 53Q: 3 clusters Score -2.121044e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 158481 members 
Entering Unmasked Estep 
Score: -21210496.000000 Penalty: 5949.351562
	Iteration 54Q: 3 clusters Score -2.12105e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -21210518.000000 Penalty: 5949.351562
	Iteration 55Q: 3 clusters Score -2.121052e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 158746 members 
Entering Unmasked Estep 
Score: -21210544.000000 Penalty: 5949.351562
	Iteration 56Q: 3 clusters Score -2.121054e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -21210578.000000 Penalty: 5949.351562
	Iteration 57Q: 3 clusters Score -2.121058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -21210618.000000 Penalty: 5949.351562
	Iteration 58Q: 3 clusters Score -2.121062e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -21210654.000000 Penalty: 5949.351562
	Iteration 59Q: 3 clusters Score -2.121065e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -21210636.000000 Penalty: 5949.351562
	Iteration 60F: 3 clusters Score -2.121064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -21210674.000000 Penalty: 5949.351562
	Iteration 61Q: 3 clusters Score -2.121067e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -21210662.000000 Penalty: 5949.351562
	Iteration 62Q: 3 clusters Score -2.121066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -21210662.000000 Penalty: 5949.351562
	Iteration 63Q: 3 clusters Score -2.121066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -21210672.000000 Penalty: 5949.351562
	Iteration 64Q: 3 clusters Score -2.121067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -21210674.000000 Penalty: 5949.351562
	Iteration 65Q: 3 clusters Score -2.121067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -21210680.000000 Penalty: 5949.351562
	Iteration 66Q: 3 clusters Score -2.121068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -21210712.000000 Penalty: 5949.351562
	Iteration 67Q: 3 clusters Score -2.121071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -21210690.000000 Penalty: 5949.351562
	Iteration 68Q: 3 clusters Score -2.121069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -21210708.000000 Penalty: 5949.351562
	Iteration 69Q: 3 clusters Score -2.121071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 159317 members 
Entering Unmasked Estep 
Score: -21210714.000000 Penalty: 5949.351562
	Iteration 70Q: 3 clusters Score -2.121071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -21210736.000000 Penalty: 5949.351562
	Iteration 71Q: 3 clusters Score -2.121074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -21210756.000000 Penalty: 5949.351562
	Iteration 72Q: 3 clusters Score -2.121076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -21210772.000000 Penalty: 5949.351562
	Iteration 73Q: 3 clusters Score -2.121077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 159398 members 
Entering Unmasked Estep 
Score: -21210776.000000 Penalty: 5949.351562
	Iteration 74Q: 3 clusters Score -2.121078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -21210796.000000 Penalty: 5949.351562
	Iteration 75Q: 3 clusters Score -2.12108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -21210772.000000 Penalty: 5949.351562
	Iteration 76Q: 3 clusters Score -2.121077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -21210780.000000 Penalty: 5949.351562
	Iteration 77Q: 3 clusters Score -2.121078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -21210774.000000 Penalty: 5949.351562
	Iteration 78Q: 3 clusters Score -2.121077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -21210772.000000 Penalty: 5949.351562
	Iteration 79Q: 3 clusters Score -2.121077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -21210770.000000 Penalty: 5949.351562
	Iteration 80F: 3 clusters Score -2.121077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -21210772.000000 Penalty: 5949.351562
	Iteration 81Q: 3 clusters Score -2.121077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -21210746.000000 Penalty: 5949.351562
	Iteration 82Q: 3 clusters Score -2.121075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -21210750.000000 Penalty: 5949.351562
	Iteration 83Q: 3 clusters Score -2.121075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -21210760.000000 Penalty: 5949.351562
	Iteration 84Q: 3 clusters Score -2.121076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -21210756.000000 Penalty: 5949.351562
	Iteration 85Q: 3 clusters Score -2.121076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 159480 members 
Entering Unmasked Estep 
Score: -21210764.000000 Penalty: 5949.351562
	Iteration 86Q: 3 clusters Score -2.121076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -21210752.000000 Penalty: 5949.351562
	Iteration 87Q: 3 clusters Score -2.121075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -21210752.000000 Penalty: 5949.351562
	Iteration 88F: 3 clusters Score -2.121075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -768628.750000 Penalty: 2156.195068
	Iteration 0F: 2 clusters Score -768628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -763549.812500 Penalty: 4312.390137
	Iteration 0F: 3 clusters Score -763549.8 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -764803.000000 Penalty: 4312.390137
	Iteration 1F: 3 clusters Score -764803 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -765066.125000 Penalty: 4312.390137
	Iteration 2F: 3 clusters Score -765066.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -765329.750000 Penalty: 4312.390137
	Iteration 3F: 3 clusters Score -765329.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -765570.375000 Penalty: 4312.390137
	Iteration 4F: 3 clusters Score -765570.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -765828.687500 Penalty: 4312.390137
	Iteration 5F: 3 clusters Score -765828.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -766074.250000 Penalty: 4312.390137
	Iteration 6F: 3 clusters Score -766074.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -766315.750000 Penalty: 4312.390137
	Iteration 7Q: 3 clusters Score -766315.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -766533.562500 Penalty: 4312.390137
	Iteration 8Q: 3 clusters Score -766533.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -766713.937500 Penalty: 4312.390137
	Iteration 9Q: 3 clusters Score -766713.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -766876.937500 Penalty: 4312.390137
	Iteration 10Q: 3 clusters Score -766876.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -767008.000000 Penalty: 4312.390137
	Iteration 11Q: 3 clusters Score -767008 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -767135.937500 Penalty: 4312.390137
	Iteration 12Q: 3 clusters Score -767135.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -767235.937500 Penalty: 4312.390137
	Iteration 13Q: 3 clusters Score -767235.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -767321.875000 Penalty: 4312.390137
	Iteration 14Q: 3 clusters Score -767321.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -767399.375000 Penalty: 4312.390137
	Iteration 15Q: 3 clusters Score -767399.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -767471.437500 Penalty: 4312.390137
	Iteration 16Q: 3 clusters Score -767471.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -767531.187500 Penalty: 4312.390137
	Iteration 17Q: 3 clusters Score -767531.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -767584.437500 Penalty: 4312.390137
	Iteration 18Q: 3 clusters Score -767584.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -767617.812500 Penalty: 4312.390137
	Iteration 19Q: 3 clusters Score -767617.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -767643.687500 Penalty: 4312.390137
	Iteration 20F: 3 clusters Score -767643.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -767663.375000 Penalty: 4312.390137
	Iteration 21Q: 3 clusters Score -767663.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -767678.562500 Penalty: 4312.390137
	Iteration 22Q: 3 clusters Score -767678.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -767689.437500 Penalty: 4312.390137
	Iteration 23Q: 3 clusters Score -767689.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -767698.562500 Penalty: 4312.390137
	Iteration 24Q: 3 clusters Score -767698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -767700.375000 Penalty: 4312.390137
	Iteration 25Q: 3 clusters Score -767700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -767703.687500 Penalty: 4312.390137
	Iteration 26Q: 3 clusters Score -767703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -767703.625000 Penalty: 4312.390137
	Iteration 27Q: 3 clusters Score -767703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -767707.750000 Penalty: 4312.390137
	Iteration 28Q: 3 clusters Score -767707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -767711.625000 Penalty: 4312.390137
	Iteration 29Q: 3 clusters Score -767711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -767712.000000 Penalty: 4312.390137
	Iteration 30Q: 3 clusters Score -767712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -767713.562500 Penalty: 4312.390137
	Iteration 31Q: 3 clusters Score -767713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -767712.375000 Penalty: 4312.390137
	Iteration 32Q: 3 clusters Score -767712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -767712.375000 Penalty: 4312.390137
	Iteration 33F: 3 clusters Score -767712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -875553.937500 Penalty: 2187.166992
	Iteration 0F: 2 clusters Score -875553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -869911.750000 Penalty: 4374.333984
	Iteration 0F: 3 clusters Score -869911.8 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -871392.562500 Penalty: 4374.333984
	Iteration 1F: 3 clusters Score -871392.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -871644.750000 Penalty: 4374.333984
	Iteration 2F: 3 clusters Score -871644.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -871803.562500 Penalty: 4374.333984
	Iteration 3Q: 3 clusters Score -871803.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -871930.312500 Penalty: 4374.333984
	Iteration 4Q: 3 clusters Score -871930.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -872022.875000 Penalty: 4374.333984
	Iteration 5Q: 3 clusters Score -872022.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -872108.625000 Penalty: 4374.333984
	Iteration 6Q: 3 clusters Score -872108.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -872190.437500 Penalty: 4374.333984
	Iteration 7Q: 3 clusters Score -872190.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -872280.750000 Penalty: 4374.333984
	Iteration 8Q: 3 clusters Score -872280.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -872369.750000 Penalty: 4374.333984
	Iteration 9Q: 3 clusters Score -872369.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -872444.625000 Penalty: 4374.333984
	Iteration 10Q: 3 clusters Score -872444.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -872508.812500 Penalty: 4374.333984
	Iteration 11Q: 3 clusters Score -872508.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -872560.250000 Penalty: 4374.333984
	Iteration 12Q: 3 clusters Score -872560.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -872609.750000 Penalty: 4374.333984
	Iteration 13Q: 3 clusters Score -872609.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -872676.687500 Penalty: 4374.333984
	Iteration 14Q: 3 clusters Score -872676.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -872734.937500 Penalty: 4374.333984
	Iteration 15Q: 3 clusters Score -872734.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -872790.187500 Penalty: 4374.333984
	Iteration 16Q: 3 clusters Score -872790.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -872837.562500 Penalty: 4374.333984
	Iteration 17Q: 3 clusters Score -872837.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -872881.000000 Penalty: 4374.333984
	Iteration 18Q: 3 clusters Score -872881 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -872918.937500 Penalty: 4374.333984
	Iteration 19Q: 3 clusters Score -872918.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -872956.437500 Penalty: 4374.333984
	Iteration 20F: 3 clusters Score -872956.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -872986.500000 Penalty: 4374.333984
	Iteration 21Q: 3 clusters Score -872986.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -873013.250000 Penalty: 4374.333984
	Iteration 22Q: 3 clusters Score -873013.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -873041.062500 Penalty: 4374.333984
	Iteration 23Q: 3 clusters Score -873041.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -873074.125000 Penalty: 4374.333984
	Iteration 24Q: 3 clusters Score -873074.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -873110.437500 Penalty: 4374.333984
	Iteration 25Q: 3 clusters Score -873110.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -873138.062500 Penalty: 4374.333984
	Iteration 26Q: 3 clusters Score -873138.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -873165.500000 Penalty: 4374.333984
	Iteration 27Q: 3 clusters Score -873165.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -873190.000000 Penalty: 4374.333984
	Iteration 28Q: 3 clusters Score -873190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -873209.812500 Penalty: 4374.333984
	Iteration 29Q: 3 clusters Score -873209.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -873234.625000 Penalty: 4374.333984
	Iteration 30Q: 3 clusters Score -873234.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -873262.062500 Penalty: 4374.333984
	Iteration 31Q: 3 clusters Score -873262.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -873289.812500 Penalty: 4374.333984
	Iteration 32Q: 3 clusters Score -873289.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -873330.000000 Penalty: 4374.333984
	Iteration 33Q: 3 clusters Score -873330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -873357.125000 Penalty: 4374.333984
	Iteration 34Q: 3 clusters Score -873357.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -873385.750000 Penalty: 4374.333984
	Iteration 35Q: 3 clusters Score -873385.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -873413.625000 Penalty: 4374.333984
	Iteration 36Q: 3 clusters Score -873413.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -873438.937500 Penalty: 4374.333984
	Iteration 37Q: 3 clusters Score -873438.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -873465.687500 Penalty: 4374.333984
	Iteration 38Q: 3 clusters Score -873465.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -873485.437500 Penalty: 4374.333984
	Iteration 39Q: 3 clusters Score -873485.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -873499.312500 Penalty: 4374.333984
	Iteration 40F: 3 clusters Score -873499.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -873513.500000 Penalty: 4374.333984
	Iteration 41Q: 3 clusters Score -873513.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -873525.500000 Penalty: 4374.333984
	Iteration 42Q: 3 clusters Score -873525.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -873534.000000 Penalty: 4374.333984
	Iteration 43Q: 3 clusters Score -873534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -873543.312500 Penalty: 4374.333984
	Iteration 44Q: 3 clusters Score -873543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -873552.687500 Penalty: 4374.333984
	Iteration 45Q: 3 clusters Score -873552.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -873562.500000 Penalty: 4374.333984
	Iteration 46Q: 3 clusters Score -873562.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -873578.562500 Penalty: 4374.333984
	Iteration 47Q: 3 clusters Score -873578.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -873596.250000 Penalty: 4374.333984
	Iteration 48Q: 3 clusters Score -873596.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -873612.750000 Penalty: 4374.333984
	Iteration 49Q: 3 clusters Score -873612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -873626.687500 Penalty: 4374.333984
	Iteration 50Q: 3 clusters Score -873626.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -873634.812500 Penalty: 4374.333984
	Iteration 51Q: 3 clusters Score -873634.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -873644.937500 Penalty: 4374.333984
	Iteration 52Q: 3 clusters Score -873644.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -873653.875000 Penalty: 4374.333984
	Iteration 53Q: 3 clusters Score -873653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -873661.812500 Penalty: 4374.333984
	Iteration 54Q: 3 clusters Score -873661.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -873668.437500 Penalty: 4374.333984
	Iteration 55Q: 3 clusters Score -873668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -873677.375000 Penalty: 4374.333984
	Iteration 56Q: 3 clusters Score -873677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -873682.375000 Penalty: 4374.333984
	Iteration 57Q: 3 clusters Score -873682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -873686.687500 Penalty: 4374.333984
	Iteration 58Q: 3 clusters Score -873686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -873688.312500 Penalty: 4374.333984
	Iteration 59Q: 3 clusters Score -873688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -873690.687500 Penalty: 4374.333984
	Iteration 60F: 3 clusters Score -873690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -873688.937500 Penalty: 4374.333984
	Iteration 61Q: 3 clusters Score -873688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -873692.687500 Penalty: 4374.333984
	Iteration 62Q: 3 clusters Score -873692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -873695.125000 Penalty: 4374.333984
	Iteration 63Q: 3 clusters Score -873695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -873695.187500 Penalty: 4374.333984
	Iteration 64Q: 3 clusters Score -873695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -873694.812500 Penalty: 4374.333984
	Iteration 65Q: 3 clusters Score -873694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -873695.875000 Penalty: 4374.333984
	Iteration 66Q: 3 clusters Score -873695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -873695.875000 Penalty: 4374.333984
	Iteration 67F: 3 clusters Score -873695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Entering Unmasked Estep 
Score: -6868670.000000 Penalty: 2692.439697
	Iteration 0F: 2 clusters Score -6868670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -6833802.500000 Penalty: 5384.879395
	Iteration 0F: 3 clusters Score -6833802 nChanged 24028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6847117.000000 Penalty: 5384.879395
	Iteration 1F: 3 clusters Score -6847117 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -6847732.500000 Penalty: 5384.879395
	Iteration 2Q: 3 clusters Score -6847732 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -6848385.000000 Penalty: 5384.879395
	Iteration 3Q: 3 clusters Score -6848385 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6849279.000000 Penalty: 5384.879395
	Iteration 4Q: 3 clusters Score -6849279 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -6850465.000000 Penalty: 5384.879395
	Iteration 5F: 3 clusters Score -6850465 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -6852158.000000 Penalty: 5384.879395
	Iteration 6F: 3 clusters Score -6852158 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -6854492.500000 Penalty: 5384.879395
	Iteration 7F: 3 clusters Score -6854492 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6857205.500000 Penalty: 5384.879395
	Iteration 8F: 3 clusters Score -6857206 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6859861.000000 Penalty: 5384.879395
	Iteration 9F: 3 clusters Score -6859861 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -6861954.000000 Penalty: 5384.879395
	Iteration 10F: 3 clusters Score -6861954 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6863520.500000 Penalty: 5384.879395
	Iteration 11Q: 3 clusters Score -6863520 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6864531.000000 Penalty: 5384.879395
	Iteration 12Q: 3 clusters Score -6864531 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6865259.000000 Penalty: 5384.879395
	Iteration 13Q: 3 clusters Score -6865259 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6865767.000000 Penalty: 5384.879395
	Iteration 14Q: 3 clusters Score -6865767 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -6866027.000000 Penalty: 5384.879395
	Iteration 15Q: 3 clusters Score -6866027 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -6866193.000000 Penalty: 5384.879395
	Iteration 16Q: 3 clusters Score -6866193 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6866299.500000 Penalty: 5384.879395
	Iteration 17Q: 3 clusters Score -6866300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6866353.000000 Penalty: 5384.879395
	Iteration 18Q: 3 clusters Score -6866353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -6866385.500000 Penalty: 5384.879395
	Iteration 19Q: 3 clusters Score -6866386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6866403.000000 Penalty: 5384.879395
	Iteration 20F: 3 clusters Score -6866403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6866434.500000 Penalty: 5384.879395
	Iteration 21Q: 3 clusters Score -6866434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6866449.500000 Penalty: 5384.879395
	Iteration 22Q: 3 clusters Score -6866450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6866467.500000 Penalty: 5384.879395
	Iteration 23Q: 3 clusters Score -6866468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6866491.000000 Penalty: 5384.879395
	Iteration 24Q: 3 clusters Score -6866491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -6866505.000000 Penalty: 5384.879395
	Iteration 25Q: 3 clusters Score -6866505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6866519.000000 Penalty: 5384.879395
	Iteration 26Q: 3 clusters Score -6866519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6866517.000000 Penalty: 5384.879395
	Iteration 27Q: 3 clusters Score -6866517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -6866524.000000 Penalty: 5384.879395
	Iteration 28Q: 3 clusters Score -6866524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6866537.500000 Penalty: 5384.879395
	Iteration 29Q: 3 clusters Score -6866538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6866538.500000 Penalty: 5384.879395
	Iteration 30Q: 3 clusters Score -6866538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -6866536.000000 Penalty: 5384.879395
	Iteration 31Q: 3 clusters Score -6866536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -6866539.000000 Penalty: 5384.879395
	Iteration 32Q: 3 clusters Score -6866539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6866539.000000 Penalty: 5384.879395
	Iteration 33Q: 3 clusters Score -6866539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6866543.000000 Penalty: 5384.879395
	Iteration 34Q: 3 clusters Score -6866543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6866543.000000 Penalty: 5384.879395
	Iteration 35F: 3 clusters Score -6866543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -152886.406250 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -152886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150750.421875 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -150750.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -151300.109375 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -151300.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151557.828125 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -151557.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151701.796875 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -151701.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -151824.265625 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -151824.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -151909.937500 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -151909.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151986.406250 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -151986.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152050.625000 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -152050.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152088.078125 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -152088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152099.390625 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -152099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152107.718750 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -152107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152110.140625 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -152110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152112.234375 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -152112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152116.500000 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -152116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152123.359375 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -152123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152135.156250 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -152135.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152145.078125 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -152145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152158.078125 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -152158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152163.078125 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -152163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152166.484375 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -152166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152171.421875 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -152171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152185.140625 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -152185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152190.500000 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -152190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152196.968750 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -152197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152202.921875 Penalty: 3576.932129
	Iteration 24Q: 3 clusters Score -152202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152211.062500 Penalty: 3576.932129
	Iteration 25Q: 3 clusters Score -152211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152222.687500 Penalty: 3576.932129
	Iteration 26Q: 3 clusters Score -152222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152247.375000 Penalty: 3576.932129
	Iteration 27Q: 3 clusters Score -152247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152272.140625 Penalty: 3576.932129
	Iteration 28Q: 3 clusters Score -152272.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152291.046875 Penalty: 3576.932129
	Iteration 29Q: 3 clusters Score -152291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152299.843750 Penalty: 3576.932129
	Iteration 30Q: 3 clusters Score -152299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152303.703125 Penalty: 3576.932129
	Iteration 31Q: 3 clusters Score -152303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152303.703125 Penalty: 3576.932129
	Iteration 32F: 3 clusters Score -152303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Entering Unmasked Estep 
Score: -1761679.375000 Penalty: 2375.678467
	Iteration 0F: 2 clusters Score -1761679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1751257.125000 Penalty: 4751.356934
	Iteration 0F: 3 clusters Score -1751257 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1754849.875000 Penalty: 4751.356934
	Iteration 1F: 3 clusters Score -1754850 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1755540.375000 Penalty: 4751.356934
	Iteration 2F: 3 clusters Score -1755540 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1756278.375000 Penalty: 4751.356934
	Iteration 3F: 3 clusters Score -1756278 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1757194.250000 Penalty: 4751.356934
	Iteration 4F: 3 clusters Score -1757194 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1758118.000000 Penalty: 4751.356934
	Iteration 5F: 3 clusters Score -1758118 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1758811.750000 Penalty: 4751.356934
	Iteration 6F: 3 clusters Score -1758812 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1759214.500000 Penalty: 4751.356934
	Iteration 7F: 3 clusters Score -1759214 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1759402.875000 Penalty: 4751.356934
	Iteration 8Q: 3 clusters Score -1759403 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1759512.875000 Penalty: 4751.356934
	Iteration 9Q: 3 clusters Score -1759513 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1759585.000000 Penalty: 4751.356934
	Iteration 10Q: 3 clusters Score -1759585 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1759629.750000 Penalty: 4751.356934
	Iteration 11Q: 3 clusters Score -1759630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1759671.375000 Penalty: 4751.356934
	Iteration 12Q: 3 clusters Score -1759671 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1759712.500000 Penalty: 4751.356934
	Iteration 13Q: 3 clusters Score -1759712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1759748.000000 Penalty: 4751.356934
	Iteration 14Q: 3 clusters Score -1759748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1759794.250000 Penalty: 4751.356934
	Iteration 15Q: 3 clusters Score -1759794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1759829.875000 Penalty: 4751.356934
	Iteration 16Q: 3 clusters Score -1759830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1759865.250000 Penalty: 4751.356934
	Iteration 17Q: 3 clusters Score -1759865 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1759903.500000 Penalty: 4751.356934
	Iteration 18Q: 3 clusters Score -1759904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1759945.500000 Penalty: 4751.356934
	Iteration 19Q: 3 clusters Score -1759946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1759977.875000 Penalty: 4751.356934
	Iteration 20F: 3 clusters Score -1759978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1760008.250000 Penalty: 4751.356934
	Iteration 21Q: 3 clusters Score -1760008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1760040.875000 Penalty: 4751.356934
	Iteration 22Q: 3 clusters Score -1760041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1760069.625000 Penalty: 4751.356934
	Iteration 23Q: 3 clusters Score -1760070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1760097.625000 Penalty: 4751.356934
	Iteration 24Q: 3 clusters Score -1760098 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1760128.375000 Penalty: 4751.356934
	Iteration 25Q: 3 clusters Score -1760128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1760162.375000 Penalty: 4751.356934
	Iteration 26Q: 3 clusters Score -1760162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1760172.750000 Penalty: 4751.356934
	Iteration 27Q: 3 clusters Score -1760173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1760185.000000 Penalty: 4751.356934
	Iteration 28Q: 3 clusters Score -1760185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1760198.625000 Penalty: 4751.356934
	Iteration 29Q: 3 clusters Score -1760199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1760207.875000 Penalty: 4751.356934
	Iteration 30Q: 3 clusters Score -1760208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1760224.125000 Penalty: 4751.356934
	Iteration 31Q: 3 clusters Score -1760224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1760230.375000 Penalty: 4751.356934
	Iteration 32Q: 3 clusters Score -1760230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1760236.375000 Penalty: 4751.356934
	Iteration 33Q: 3 clusters Score -1760236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1760240.125000 Penalty: 4751.356934
	Iteration 34Q: 3 clusters Score -1760240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1760249.125000 Penalty: 4751.356934
	Iteration 35Q: 3 clusters Score -1760249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1760256.500000 Penalty: 4751.356934
	Iteration 36Q: 3 clusters Score -1760256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1760266.750000 Penalty: 4751.356934
	Iteration 37Q: 3 clusters Score -1760267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1760275.250000 Penalty: 4751.356934
	Iteration 38Q: 3 clusters Score -1760275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1760284.625000 Penalty: 4751.356934
	Iteration 39Q: 3 clusters Score -1760285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1760290.250000 Penalty: 4751.356934
	Iteration 40F: 3 clusters Score -1760290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1760301.500000 Penalty: 4751.356934
	Iteration 41Q: 3 clusters Score -1760302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1760308.625000 Penalty: 4751.356934
	Iteration 42Q: 3 clusters Score -1760309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1760317.625000 Penalty: 4751.356934
	Iteration 43Q: 3 clusters Score -1760318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1760323.250000 Penalty: 4751.356934
	Iteration 44Q: 3 clusters Score -1760323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1760327.875000 Penalty: 4751.356934
	Iteration 45Q: 3 clusters Score -1760328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1760340.000000 Penalty: 4751.356934
	Iteration 46Q: 3 clusters Score -1760340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1760348.625000 Penalty: 4751.356934
	Iteration 47Q: 3 clusters Score -1760349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1760352.250000 Penalty: 4751.356934
	Iteration 48Q: 3 clusters Score -1760352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1760351.625000 Penalty: 4751.356934
	Iteration 49Q: 3 clusters Score -1760352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1760359.500000 Penalty: 4751.356934
	Iteration 50Q: 3 clusters Score -1760360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1760364.000000 Penalty: 4751.356934
	Iteration 51Q: 3 clusters Score -1760364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1760366.875000 Penalty: 4751.356934
	Iteration 52Q: 3 clusters Score -1760367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1760379.250000 Penalty: 4751.356934
	Iteration 53Q: 3 clusters Score -1760379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1760384.000000 Penalty: 4751.356934
	Iteration 54Q: 3 clusters Score -1760384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1760388.250000 Penalty: 4751.356934
	Iteration 55Q: 3 clusters Score -1760388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1760391.500000 Penalty: 4751.356934
	Iteration 56Q: 3 clusters Score -1760392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1760390.750000 Penalty: 4751.356934
	Iteration 57Q: 3 clusters Score -1760391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1760398.125000 Penalty: 4751.356934
	Iteration 58Q: 3 clusters Score -1760398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1760405.250000 Penalty: 4751.356934
	Iteration 59Q: 3 clusters Score -1760405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1760402.875000 Penalty: 4751.356934
	Iteration 60F: 3 clusters Score -1760403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1760404.500000 Penalty: 4751.356934
	Iteration 61Q: 3 clusters Score -1760404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1760404.125000 Penalty: 4751.356934
	Iteration 62Q: 3 clusters Score -1760404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1760404.875000 Penalty: 4751.356934
	Iteration 63Q: 3 clusters Score -1760405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1760405.250000 Penalty: 4751.356934
	Iteration 64Q: 3 clusters Score -1760405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1760408.250000 Penalty: 4751.356934
	Iteration 65Q: 3 clusters Score -1760408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1760408.875000 Penalty: 4751.356934
	Iteration 66Q: 3 clusters Score -1760409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1760409.500000 Penalty: 4751.356934
	Iteration 67Q: 3 clusters Score -1760410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1760409.625000 Penalty: 4751.356934
	Iteration 68Q: 3 clusters Score -1760410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1760412.625000 Penalty: 4751.356934
	Iteration 69Q: 3 clusters Score -1760413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1760409.250000 Penalty: 4751.356934
	Iteration 70Q: 3 clusters Score -1760409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1760411.000000 Penalty: 4751.356934
	Iteration 71Q: 3 clusters Score -1760411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1760411.000000 Penalty: 4751.356934
	Iteration 72F: 3 clusters Score -1760411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -851147.875000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -851147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -845421.812500 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -845421.8 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -847000.125000 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -847000.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -847422.562500 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -847422.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -847818.937500 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -847818.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -848173.812500 Penalty: 4387.719727
	Iteration 4F: 3 clusters Score -848173.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -848522.812500 Penalty: 4387.719727
	Iteration 5F: 3 clusters Score -848522.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -848909.062500 Penalty: 4387.719727
	Iteration 6F: 3 clusters Score -848909.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -849246.812500 Penalty: 4387.719727
	Iteration 7F: 3 clusters Score -849246.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -849569.625000 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -849569.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -849859.562500 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -849859.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -850131.250000 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -850131.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -850367.562500 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -850367.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -850514.375000 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -850514.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -850587.500000 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -850587.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -850642.687500 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -850642.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -850676.750000 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -850676.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -850703.812500 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -850703.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -850723.250000 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -850723.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -850735.312500 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -850735.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -850745.312500 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -850745.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -850746.562500 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -850746.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -850749.562500 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -850749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -850751.187500 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -850751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -850752.500000 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -850752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -850753.625000 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -850753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -850753.000000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -850753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -850755.250000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -850755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -850756.187500 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -850756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -850757.312500 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -850757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -850755.812500 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -850755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -850756.062500 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -850756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -850756.062500 Penalty: 4387.719727
	Iteration 31F: 3 clusters Score -850756.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Entering Unmasked Estep 
Score: -11807506.000000 Penalty: 2829.491943
	Iteration 0F: 2 clusters Score -1.180751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -11746929.000000 Penalty: 5658.983887
	Iteration 0F: 3 clusters Score -1.174693e+07 nChanged 42405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -11771215.000000 Penalty: 5658.983887
	Iteration 1F: 3 clusters Score -1.177122e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -11772013.000000 Penalty: 5658.983887
	Iteration 2Q: 3 clusters Score -1.177201e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -11773122.000000 Penalty: 5658.983887
	Iteration 3Q: 3 clusters Score -1.177312e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -11774461.000000 Penalty: 5658.983887
	Iteration 4Q: 3 clusters Score -1.177446e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -11776578.000000 Penalty: 5658.983887
	Iteration 5Q: 3 clusters Score -1.177658e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -11779511.000000 Penalty: 5658.983887
	Iteration 6F: 3 clusters Score -1.177951e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -11783143.000000 Penalty: 5658.983887
	Iteration 7F: 3 clusters Score -1.178314e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -11787076.000000 Penalty: 5658.983887
	Iteration 8F: 3 clusters Score -1.178708e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -11790696.000000 Penalty: 5658.983887
	Iteration 9F: 3 clusters Score -1.17907e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -11793739.000000 Penalty: 5658.983887
	Iteration 10F: 3 clusters Score -1.179374e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -11796574.000000 Penalty: 5658.983887
	Iteration 11Q: 3 clusters Score -1.179657e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -11798999.000000 Penalty: 5658.983887
	Iteration 12Q: 3 clusters Score -1.1799e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -11800948.000000 Penalty: 5658.983887
	Iteration 13Q: 3 clusters Score -1.180095e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -11802477.000000 Penalty: 5658.983887
	Iteration 14Q: 3 clusters Score -1.180248e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -11803412.000000 Penalty: 5658.983887
	Iteration 15Q: 3 clusters Score -1.180341e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -11804061.000000 Penalty: 5658.983887
	Iteration 16Q: 3 clusters Score -1.180406e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -11804601.000000 Penalty: 5658.983887
	Iteration 17Q: 3 clusters Score -1.18046e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -11804914.000000 Penalty: 5658.983887
	Iteration 18Q: 3 clusters Score -1.180491e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -11805119.000000 Penalty: 5658.983887
	Iteration 19Q: 3 clusters Score -1.180512e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -11805340.000000 Penalty: 5658.983887
	Iteration 20F: 3 clusters Score -1.180534e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -11805517.000000 Penalty: 5658.983887
	Iteration 21Q: 3 clusters Score -1.180552e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -11805655.000000 Penalty: 5658.983887
	Iteration 22Q: 3 clusters Score -1.180566e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -11805762.000000 Penalty: 5658.983887
	Iteration 23Q: 3 clusters Score -1.180576e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -11805850.000000 Penalty: 5658.983887
	Iteration 24Q: 3 clusters Score -1.180585e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -11805915.000000 Penalty: 5658.983887
	Iteration 25Q: 3 clusters Score -1.180592e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -11805973.000000 Penalty: 5658.983887
	Iteration 26Q: 3 clusters Score -1.180597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -11806008.000000 Penalty: 5658.983887
	Iteration 27Q: 3 clusters Score -1.180601e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -11806087.000000 Penalty: 5658.983887
	Iteration 28Q: 3 clusters Score -1.180609e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -11806090.000000 Penalty: 5658.983887
	Iteration 29Q: 3 clusters Score -1.180609e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -11806093.000000 Penalty: 5658.983887
	Iteration 30Q: 3 clusters Score -1.180609e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -11806144.000000 Penalty: 5658.983887
	Iteration 31Q: 3 clusters Score -1.180614e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -11806179.000000 Penalty: 5658.983887
	Iteration 32Q: 3 clusters Score -1.180618e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -11806213.000000 Penalty: 5658.983887
	Iteration 33Q: 3 clusters Score -1.180621e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -11806230.000000 Penalty: 5658.983887
	Iteration 34Q: 3 clusters Score -1.180623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -11806231.000000 Penalty: 5658.983887
	Iteration 35Q: 3 clusters Score -1.180623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -11806221.000000 Penalty: 5658.983887
	Iteration 36Q: 3 clusters Score -1.180622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 88218 members 
Entering Unmasked Estep 
Score: -11806242.000000 Penalty: 5658.983887
	Iteration 37Q: 3 clusters Score -1.180624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -11806239.000000 Penalty: 5658.983887
	Iteration 38Q: 3 clusters Score -1.180624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -11806251.000000 Penalty: 5658.983887
	Iteration 39Q: 3 clusters Score -1.180625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -11806251.000000 Penalty: 5658.983887
	Iteration 40F: 3 clusters Score -1.180625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 88295 members 
Entering Unmasked Estep 
Score: -11806267.000000 Penalty: 5658.983887
	Iteration 41Q: 3 clusters Score -1.180627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -11806257.000000 Penalty: 5658.983887
	Iteration 42Q: 3 clusters Score -1.180626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -11806259.000000 Penalty: 5658.983887
	Iteration 43Q: 3 clusters Score -1.180626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -11806262.000000 Penalty: 5658.983887
	Iteration 44Q: 3 clusters Score -1.180626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -11806278.000000 Penalty: 5658.983887
	Iteration 45Q: 3 clusters Score -1.180628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -11806285.000000 Penalty: 5658.983887
	Iteration 46Q: 3 clusters Score -1.180628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -11806285.000000 Penalty: 5658.983887
	Iteration 47Q: 3 clusters Score -1.180628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -11806286.000000 Penalty: 5658.983887
	Iteration 48Q: 3 clusters Score -1.180629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -11806284.000000 Penalty: 5658.983887
	Iteration 49Q: 3 clusters Score -1.180628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -11806288.000000 Penalty: 5658.983887
	Iteration 50Q: 3 clusters Score -1.180629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -11806284.000000 Penalty: 5658.983887
	Iteration 51Q: 3 clusters Score -1.180628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -11806284.000000 Penalty: 5658.983887
	Iteration 52Q: 3 clusters Score -1.180628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -11806284.000000 Penalty: 5658.983887
	Iteration 53F: 3 clusters Score -1.180628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Entering Unmasked Estep 
Score: -1490642.375000 Penalty: 2316.942139
	Iteration 0F: 2 clusters Score -1490642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1482122.500000 Penalty: 4633.884277
	Iteration 0F: 3 clusters Score -1482122 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1484947.250000 Penalty: 4633.884277
	Iteration 1F: 3 clusters Score -1484947 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1485620.625000 Penalty: 4633.884277
	Iteration 2F: 3 clusters Score -1485621 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1486353.625000 Penalty: 4633.884277
	Iteration 3F: 3 clusters Score -1486354 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1487152.875000 Penalty: 4633.884277
	Iteration 4F: 3 clusters Score -1487153 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1487910.625000 Penalty: 4633.884277
	Iteration 5F: 3 clusters Score -1487911 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1488509.250000 Penalty: 4633.884277
	Iteration 6F: 3 clusters Score -1488509 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1488919.750000 Penalty: 4633.884277
	Iteration 7F: 3 clusters Score -1488920 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1489150.750000 Penalty: 4633.884277
	Iteration 8Q: 3 clusters Score -1489151 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1489319.625000 Penalty: 4633.884277
	Iteration 9Q: 3 clusters Score -1489320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1489446.375000 Penalty: 4633.884277
	Iteration 10Q: 3 clusters Score -1489446 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1489569.500000 Penalty: 4633.884277
	Iteration 11Q: 3 clusters Score -1489570 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1489679.250000 Penalty: 4633.884277
	Iteration 12Q: 3 clusters Score -1489679 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1489753.375000 Penalty: 4633.884277
	Iteration 13Q: 3 clusters Score -1489753 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1489809.375000 Penalty: 4633.884277
	Iteration 14Q: 3 clusters Score -1489809 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1489847.625000 Penalty: 4633.884277
	Iteration 15Q: 3 clusters Score -1489848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1489871.750000 Penalty: 4633.884277
	Iteration 16Q: 3 clusters Score -1489872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1489898.875000 Penalty: 4633.884277
	Iteration 17Q: 3 clusters Score -1489899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1489923.375000 Penalty: 4633.884277
	Iteration 18Q: 3 clusters Score -1489923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1489943.125000 Penalty: 4633.884277
	Iteration 19Q: 3 clusters Score -1489943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1489952.500000 Penalty: 4633.884277
	Iteration 20F: 3 clusters Score -1489952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1489962.000000 Penalty: 4633.884277
	Iteration 21Q: 3 clusters Score -1489962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1489963.375000 Penalty: 4633.884277
	Iteration 22Q: 3 clusters Score -1489963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1489964.500000 Penalty: 4633.884277
	Iteration 23Q: 3 clusters Score -1489964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1489972.625000 Penalty: 4633.884277
	Iteration 24Q: 3 clusters Score -1489973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1489980.250000 Penalty: 4633.884277
	Iteration 25Q: 3 clusters Score -1489980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1489986.375000 Penalty: 4633.884277
	Iteration 26Q: 3 clusters Score -1489986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1489985.375000 Penalty: 4633.884277
	Iteration 27Q: 3 clusters Score -1489985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1489985.375000 Penalty: 4633.884277
	Iteration 28Q: 3 clusters Score -1489985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1489988.250000 Penalty: 4633.884277
	Iteration 29Q: 3 clusters Score -1489988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1489991.125000 Penalty: 4633.884277
	Iteration 30Q: 3 clusters Score -1489991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1489989.375000 Penalty: 4633.884277
	Iteration 31Q: 3 clusters Score -1489989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1489991.875000 Penalty: 4633.884277
	Iteration 32Q: 3 clusters Score -1489992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1489991.750000 Penalty: 4633.884277
	Iteration 33Q: 3 clusters Score -1489992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1489994.125000 Penalty: 4633.884277
	Iteration 34Q: 3 clusters Score -1489994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1489993.250000 Penalty: 4633.884277
	Iteration 35Q: 3 clusters Score -1489993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1489994.625000 Penalty: 4633.884277
	Iteration 36Q: 3 clusters Score -1489995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1489997.000000 Penalty: 4633.884277
	Iteration 37Q: 3 clusters Score -1489997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1489998.000000 Penalty: 4633.884277
	Iteration 38Q: 3 clusters Score -1489998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1489999.375000 Penalty: 4633.884277
	Iteration 39Q: 3 clusters Score -1489999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1489999.500000 Penalty: 4633.884277
	Iteration 40F: 3 clusters Score -1490000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1490001.500000 Penalty: 4633.884277
	Iteration 41Q: 3 clusters Score -1490002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1490000.250000 Penalty: 4633.884277
	Iteration 42Q: 3 clusters Score -1490000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1490000.875000 Penalty: 4633.884277
	Iteration 43Q: 3 clusters Score -1490001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1490000.875000 Penalty: 4633.884277
	Iteration 44F: 3 clusters Score -1490001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Entering Unmasked Estep 
Score: -10775470.000000 Penalty: 2808.328613
	Iteration 0F: 2 clusters Score -1.077547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -10719809.000000 Penalty: 5616.657227
	Iteration 0F: 3 clusters Score -1.071981e+07 nChanged 38961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -10742184.000000 Penalty: 5616.657227
	Iteration 1F: 3 clusters Score -1.074218e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -10743132.000000 Penalty: 5616.657227
	Iteration 2Q: 3 clusters Score -1.074313e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -10744444.000000 Penalty: 5616.657227
	Iteration 3Q: 3 clusters Score -1.074444e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -10746413.000000 Penalty: 5616.657227
	Iteration 4F: 3 clusters Score -1.074641e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -10749306.000000 Penalty: 5616.657227
	Iteration 5F: 3 clusters Score -1.074931e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -10752911.000000 Penalty: 5616.657227
	Iteration 6F: 3 clusters Score -1.075291e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -10756430.000000 Penalty: 5616.657227
	Iteration 7F: 3 clusters Score -1.075643e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -10759120.000000 Penalty: 5616.657227
	Iteration 8F: 3 clusters Score -1.075912e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -10761151.000000 Penalty: 5616.657227
	Iteration 9Q: 3 clusters Score -1.076115e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -10762830.000000 Penalty: 5616.657227
	Iteration 10Q: 3 clusters Score -1.076283e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -10764476.000000 Penalty: 5616.657227
	Iteration 11Q: 3 clusters Score -1.076448e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -10766132.000000 Penalty: 5616.657227
	Iteration 12Q: 3 clusters Score -1.076613e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -10767788.000000 Penalty: 5616.657227
	Iteration 13Q: 3 clusters Score -1.076779e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -10769329.000000 Penalty: 5616.657227
	Iteration 14Q: 3 clusters Score -1.076933e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10770622.000000 Penalty: 5616.657227
	Iteration 15Q: 3 clusters Score -1.077062e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -10771586.000000 Penalty: 5616.657227
	Iteration 16Q: 3 clusters Score -1.077159e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -10772210.000000 Penalty: 5616.657227
	Iteration 17Q: 3 clusters Score -1.077221e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -10772587.000000 Penalty: 5616.657227
	Iteration 18Q: 3 clusters Score -1.077259e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -10772824.000000 Penalty: 5616.657227
	Iteration 19Q: 3 clusters Score -1.077282e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -10772936.000000 Penalty: 5616.657227
	Iteration 20F: 3 clusters Score -1.077294e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -10773016.000000 Penalty: 5616.657227
	Iteration 21Q: 3 clusters Score -1.077302e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -10773144.000000 Penalty: 5616.657227
	Iteration 22Q: 3 clusters Score -1.077314e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -10773201.000000 Penalty: 5616.657227
	Iteration 23Q: 3 clusters Score -1.07732e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -10773232.000000 Penalty: 5616.657227
	Iteration 24Q: 3 clusters Score -1.077323e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -10773229.000000 Penalty: 5616.657227
	Iteration 25Q: 3 clusters Score -1.077323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -10773256.000000 Penalty: 5616.657227
	Iteration 26Q: 3 clusters Score -1.077326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -10773279.000000 Penalty: 5616.657227
	Iteration 27Q: 3 clusters Score -1.077328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -10773295.000000 Penalty: 5616.657227
	Iteration 28Q: 3 clusters Score -1.07733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -10773299.000000 Penalty: 5616.657227
	Iteration 29Q: 3 clusters Score -1.07733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -10773308.000000 Penalty: 5616.657227
	Iteration 30Q: 3 clusters Score -1.077331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -10773304.000000 Penalty: 5616.657227
	Iteration 31Q: 3 clusters Score -1.07733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -10773308.000000 Penalty: 5616.657227
	Iteration 32Q: 3 clusters Score -1.077331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10773313.000000 Penalty: 5616.657227
	Iteration 33Q: 3 clusters Score -1.077331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -10773300.000000 Penalty: 5616.657227
	Iteration 34Q: 3 clusters Score -1.07733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10773307.000000 Penalty: 5616.657227
	Iteration 35Q: 3 clusters Score -1.077331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10773303.000000 Penalty: 5616.657227
	Iteration 36Q: 3 clusters Score -1.07733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -10773308.000000 Penalty: 5616.657227
	Iteration 37Q: 3 clusters Score -1.077331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -10773308.000000 Penalty: 5616.657227
	Iteration 38F: 3 clusters Score -1.077331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Entering Unmasked Estep 
Score: -1909365.750000 Penalty: 2383.626221
	Iteration 0F: 2 clusters Score -1909366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1898680.875000 Penalty: 4767.252441
	Iteration 0F: 3 clusters Score -1898681 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1902161.750000 Penalty: 4767.252441
	Iteration 1F: 3 clusters Score -1902162 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1902624.625000 Penalty: 4767.252441
	Iteration 2F: 3 clusters Score -1902625 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1902985.500000 Penalty: 4767.252441
	Iteration 3F: 3 clusters Score -1902986 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1903374.250000 Penalty: 4767.252441
	Iteration 4F: 3 clusters Score -1903374 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1903778.500000 Penalty: 4767.252441
	Iteration 5F: 3 clusters Score -1903778 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1904199.125000 Penalty: 4767.252441
	Iteration 6F: 3 clusters Score -1904199 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1904618.000000 Penalty: 4767.252441
	Iteration 7Q: 3 clusters Score -1904618 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1904995.750000 Penalty: 4767.252441
	Iteration 8Q: 3 clusters Score -1904996 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1905355.250000 Penalty: 4767.252441
	Iteration 9Q: 3 clusters Score -1905355 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1905663.125000 Penalty: 4767.252441
	Iteration 10Q: 3 clusters Score -1905663 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1905901.125000 Penalty: 4767.252441
	Iteration 11Q: 3 clusters Score -1905901 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1906064.000000 Penalty: 4767.252441
	Iteration 12Q: 3 clusters Score -1906064 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1906209.500000 Penalty: 4767.252441
	Iteration 13Q: 3 clusters Score -1906210 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1906366.875000 Penalty: 4767.252441
	Iteration 14Q: 3 clusters Score -1906367 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1906519.875000 Penalty: 4767.252441
	Iteration 15Q: 3 clusters Score -1906520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1906712.875000 Penalty: 4767.252441
	Iteration 16Q: 3 clusters Score -1906713 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1906942.375000 Penalty: 4767.252441
	Iteration 17Q: 3 clusters Score -1906942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1907131.500000 Penalty: 4767.252441
	Iteration 18Q: 3 clusters Score -1907132 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1907300.875000 Penalty: 4767.252441
	Iteration 19Q: 3 clusters Score -1907301 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1907437.375000 Penalty: 4767.252441
	Iteration 20F: 3 clusters Score -1907437 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1907526.625000 Penalty: 4767.252441
	Iteration 21Q: 3 clusters Score -1907527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1907591.250000 Penalty: 4767.252441
	Iteration 22Q: 3 clusters Score -1907591 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1907637.500000 Penalty: 4767.252441
	Iteration 23Q: 3 clusters Score -1907638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1907672.125000 Penalty: 4767.252441
	Iteration 24Q: 3 clusters Score -1907672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1907709.375000 Penalty: 4767.252441
	Iteration 25Q: 3 clusters Score -1907709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1907730.500000 Penalty: 4767.252441
	Iteration 26Q: 3 clusters Score -1907730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1907758.500000 Penalty: 4767.252441
	Iteration 27Q: 3 clusters Score -1907758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1907783.125000 Penalty: 4767.252441
	Iteration 28Q: 3 clusters Score -1907783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1907793.625000 Penalty: 4767.252441
	Iteration 29Q: 3 clusters Score -1907794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1907805.125000 Penalty: 4767.252441
	Iteration 30Q: 3 clusters Score -1907805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1907811.500000 Penalty: 4767.252441
	Iteration 31Q: 3 clusters Score -1907812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1907817.625000 Penalty: 4767.252441
	Iteration 32Q: 3 clusters Score -1907818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1907824.000000 Penalty: 4767.252441
	Iteration 33Q: 3 clusters Score -1907824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1907828.750000 Penalty: 4767.252441
	Iteration 34Q: 3 clusters Score -1907829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1907834.375000 Penalty: 4767.252441
	Iteration 35Q: 3 clusters Score -1907834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1907839.125000 Penalty: 4767.252441
	Iteration 36Q: 3 clusters Score -1907839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1907840.125000 Penalty: 4767.252441
	Iteration 37Q: 3 clusters Score -1907840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1907843.750000 Penalty: 4767.252441
	Iteration 38Q: 3 clusters Score -1907844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1907846.250000 Penalty: 4767.252441
	Iteration 39Q: 3 clusters Score -1907846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1907845.875000 Penalty: 4767.252441
	Iteration 40F: 3 clusters Score -1907846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1907846.750000 Penalty: 4767.252441
	Iteration 41Q: 3 clusters Score -1907847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1907846.750000 Penalty: 4767.252441
	Iteration 42Q: 3 clusters Score -1907847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1907848.000000 Penalty: 4767.252441
	Iteration 43Q: 3 clusters Score -1907848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1907853.125000 Penalty: 4767.252441
	Iteration 44Q: 3 clusters Score -1907853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1907853.000000 Penalty: 4767.252441
	Iteration 45Q: 3 clusters Score -1907853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1907853.625000 Penalty: 4767.252441
	Iteration 46Q: 3 clusters Score -1907854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1907851.375000 Penalty: 4767.252441
	Iteration 47Q: 3 clusters Score -1907851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1907851.375000 Penalty: 4767.252441
	Iteration 48F: 3 clusters Score -1907851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Entering Unmasked Estep 
Score: -5247128.000000 Penalty: 2648.168701
	Iteration 0F: 2 clusters Score -5247128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5217778.000000 Penalty: 5296.337402
	Iteration 0F: 3 clusters Score -5217778 nChanged 19949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5229517.000000 Penalty: 5296.337402
	Iteration 1F: 3 clusters Score -5229517 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -5230613.500000 Penalty: 5296.337402
	Iteration 2F: 3 clusters Score -5230614 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5232022.500000 Penalty: 5296.337402
	Iteration 3F: 3 clusters Score -5232022 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5233519.500000 Penalty: 5296.337402
	Iteration 4F: 3 clusters Score -5233520 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -5234971.500000 Penalty: 5296.337402
	Iteration 5F: 3 clusters Score -5234972 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5236304.000000 Penalty: 5296.337402
	Iteration 6F: 3 clusters Score -5236304 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5237506.500000 Penalty: 5296.337402
	Iteration 7Q: 3 clusters Score -5237506 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5238546.000000 Penalty: 5296.337402
	Iteration 8Q: 3 clusters Score -5238546 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5239458.500000 Penalty: 5296.337402
	Iteration 9Q: 3 clusters Score -5239458 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5240224.500000 Penalty: 5296.337402
	Iteration 10Q: 3 clusters Score -5240224 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5240865.000000 Penalty: 5296.337402
	Iteration 11Q: 3 clusters Score -5240865 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -5241376.500000 Penalty: 5296.337402
	Iteration 12Q: 3 clusters Score -5241376 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5241746.000000 Penalty: 5296.337402
	Iteration 13Q: 3 clusters Score -5241746 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -5242101.000000 Penalty: 5296.337402
	Iteration 14Q: 3 clusters Score -5242101 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5242445.500000 Penalty: 5296.337402
	Iteration 15Q: 3 clusters Score -5242446 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5242819.000000 Penalty: 5296.337402
	Iteration 16Q: 3 clusters Score -5242819 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -5243108.000000 Penalty: 5296.337402
	Iteration 17Q: 3 clusters Score -5243108 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -5243409.000000 Penalty: 5296.337402
	Iteration 18Q: 3 clusters Score -5243409 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -5243670.000000 Penalty: 5296.337402
	Iteration 19Q: 3 clusters Score -5243670 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -5243879.000000 Penalty: 5296.337402
	Iteration 20F: 3 clusters Score -5243879 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5244082.000000 Penalty: 5296.337402
	Iteration 21Q: 3 clusters Score -5244082 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5244274.000000 Penalty: 5296.337402
	Iteration 22Q: 3 clusters Score -5244274 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -5244426.500000 Penalty: 5296.337402
	Iteration 23Q: 3 clusters Score -5244426 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5244611.500000 Penalty: 5296.337402
	Iteration 24Q: 3 clusters Score -5244612 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5244776.000000 Penalty: 5296.337402
	Iteration 25Q: 3 clusters Score -5244776 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5244916.500000 Penalty: 5296.337402
	Iteration 26Q: 3 clusters Score -5244916 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -5245029.500000 Penalty: 5296.337402
	Iteration 27Q: 3 clusters Score -5245030 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5245136.500000 Penalty: 5296.337402
	Iteration 28Q: 3 clusters Score -5245136 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5245254.500000 Penalty: 5296.337402
	Iteration 29Q: 3 clusters Score -5245254 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5245345.000000 Penalty: 5296.337402
	Iteration 30Q: 3 clusters Score -5245345 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5245435.000000 Penalty: 5296.337402
	Iteration 31Q: 3 clusters Score -5245435 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5245529.000000 Penalty: 5296.337402
	Iteration 32Q: 3 clusters Score -5245529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -5245585.000000 Penalty: 5296.337402
	Iteration 33Q: 3 clusters Score -5245585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5245619.500000 Penalty: 5296.337402
	Iteration 34Q: 3 clusters Score -5245620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5245674.500000 Penalty: 5296.337402
	Iteration 35Q: 3 clusters Score -5245674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5245716.500000 Penalty: 5296.337402
	Iteration 36Q: 3 clusters Score -5245716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5245731.500000 Penalty: 5296.337402
	Iteration 37Q: 3 clusters Score -5245732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5245761.500000 Penalty: 5296.337402
	Iteration 38Q: 3 clusters Score -5245762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5245787.500000 Penalty: 5296.337402
	Iteration 39Q: 3 clusters Score -5245788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5245795.500000 Penalty: 5296.337402
	Iteration 40F: 3 clusters Score -5245796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5245830.000000 Penalty: 5296.337402
	Iteration 41Q: 3 clusters Score -5245830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5245845.500000 Penalty: 5296.337402
	Iteration 42Q: 3 clusters Score -5245846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5245851.500000 Penalty: 5296.337402
	Iteration 43Q: 3 clusters Score -5245852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -5245861.500000 Penalty: 5296.337402
	Iteration 44Q: 3 clusters Score -5245862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -5245860.000000 Penalty: 5296.337402
	Iteration 45Q: 3 clusters Score -5245860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5245875.000000 Penalty: 5296.337402
	Iteration 46Q: 3 clusters Score -5245875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5245876.000000 Penalty: 5296.337402
	Iteration 47Q: 3 clusters Score -5245876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5245898.500000 Penalty: 5296.337402
	Iteration 48Q: 3 clusters Score -5245898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5245903.500000 Penalty: 5296.337402
	Iteration 49Q: 3 clusters Score -5245904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5245903.000000 Penalty: 5296.337402
	Iteration 50Q: 3 clusters Score -5245903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5245925.500000 Penalty: 5296.337402
	Iteration 51Q: 3 clusters Score -5245926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -5245924.500000 Penalty: 5296.337402
	Iteration 52Q: 3 clusters Score -5245924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5245923.000000 Penalty: 5296.337402
	Iteration 53Q: 3 clusters Score -5245923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5245919.000000 Penalty: 5296.337402
	Iteration 54Q: 3 clusters Score -5245919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5245919.000000 Penalty: 5296.337402
	Iteration 55Q: 3 clusters Score -5245919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5245925.500000 Penalty: 5296.337402
	Iteration 56Q: 3 clusters Score -5245926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5245922.500000 Penalty: 5296.337402
	Iteration 57Q: 3 clusters Score -5245922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5245923.500000 Penalty: 5296.337402
	Iteration 58Q: 3 clusters Score -5245924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5245928.500000 Penalty: 5296.337402
	Iteration 59Q: 3 clusters Score -5245928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5245924.500000 Penalty: 5296.337402
	Iteration 60F: 3 clusters Score -5245924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5245927.500000 Penalty: 5296.337402
	Iteration 61Q: 3 clusters Score -5245928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5245925.500000 Penalty: 5296.337402
	Iteration 62Q: 3 clusters Score -5245926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5245928.500000 Penalty: 5296.337402
	Iteration 63Q: 3 clusters Score -5245928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5245924.500000 Penalty: 5296.337402
	Iteration 64Q: 3 clusters Score -5245924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5245923.000000 Penalty: 5296.337402
	Iteration 65Q: 3 clusters Score -5245923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5245923.000000 Penalty: 5296.337402
	Iteration 66F: 3 clusters Score -5245923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -1009928.375000 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -1009928 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 3937 members 
Entering Unmasked Estep 
Score: -1003617.500000 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -1003618 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1005626.750000 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -1005627 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1006084.875000 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -1006085 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1006499.625000 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -1006500 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1006861.500000 Penalty: 4448.450684
	Iteration 4F: 3 clusters Score -1006862 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1007167.562500 Penalty: 4448.450684
	Iteration 5F: 3 clusters Score -1007168 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1007434.125000 Penalty: 4448.450684
	Iteration 6Q: 3 clusters Score -1007434 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1007637.375000 Penalty: 4448.450684
	Iteration 7Q: 3 clusters Score -1007637 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1007789.625000 Penalty: 4448.450684
	Iteration 8Q: 3 clusters Score -1007790 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1007902.687500 Penalty: 4448.450684
	Iteration 9Q: 3 clusters Score -1007903 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1007968.125000 Penalty: 4448.450684
	Iteration 10Q: 3 clusters Score -1007968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1008020.562500 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -1008021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1008056.437500 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -1008056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1008089.437500 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -1008089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1008107.500000 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -1008108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1008119.062500 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -1008119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1008127.812500 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -1008128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1008136.500000 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -1008136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1008146.625000 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -1008147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1008153.750000 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -1008154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1008158.750000 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -1008159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1008163.375000 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -1008163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1008165.375000 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -1008165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1008171.312500 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -1008171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1008174.625000 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -1008175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1008177.750000 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -1008178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1008178.187500 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -1008178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1008179.062500 Penalty: 4448.450684
	Iteration 27Q: 3 clusters Score -1008179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1008180.250000 Penalty: 4448.450684
	Iteration 28Q: 3 clusters Score -1008180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1008183.062500 Penalty: 4448.450684
	Iteration 29Q: 3 clusters Score -1008183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1008183.125000 Penalty: 4448.450684
	Iteration 30Q: 3 clusters Score -1008183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1008182.187500 Penalty: 4448.450684
	Iteration 31Q: 3 clusters Score -1008182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1008182.187500 Penalty: 4448.450684
	Iteration 32F: 3 clusters Score -1008182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -1954327.125000 Penalty: 2401.668945
	Iteration 0F: 2 clusters Score -1954327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1942800.500000 Penalty: 4803.337891
	Iteration 0F: 3 clusters Score -1942800 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1946855.750000 Penalty: 4803.337891
	Iteration 1F: 3 clusters Score -1946856 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1947935.250000 Penalty: 4803.337891
	Iteration 2F: 3 clusters Score -1947935 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1949234.625000 Penalty: 4803.337891
	Iteration 3F: 3 clusters Score -1949235 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1950454.125000 Penalty: 4803.337891
	Iteration 4F: 3 clusters Score -1950454 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1951442.250000 Penalty: 4803.337891
	Iteration 5F: 3 clusters Score -1951442 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1952161.375000 Penalty: 4803.337891
	Iteration 6F: 3 clusters Score -1952161 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1952673.750000 Penalty: 4803.337891
	Iteration 7Q: 3 clusters Score -1952674 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1952987.500000 Penalty: 4803.337891
	Iteration 8Q: 3 clusters Score -1952988 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1953151.250000 Penalty: 4803.337891
	Iteration 9Q: 3 clusters Score -1953151 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1953269.375000 Penalty: 4803.337891
	Iteration 10Q: 3 clusters Score -1953269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1953340.875000 Penalty: 4803.337891
	Iteration 11Q: 3 clusters Score -1953341 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1953384.750000 Penalty: 4803.337891
	Iteration 12Q: 3 clusters Score -1953385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1953408.625000 Penalty: 4803.337891
	Iteration 13Q: 3 clusters Score -1953409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1953421.750000 Penalty: 4803.337891
	Iteration 14Q: 3 clusters Score -1953422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1953444.250000 Penalty: 4803.337891
	Iteration 15Q: 3 clusters Score -1953444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1953469.250000 Penalty: 4803.337891
	Iteration 16Q: 3 clusters Score -1953469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1953496.875000 Penalty: 4803.337891
	Iteration 17Q: 3 clusters Score -1953497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1953516.500000 Penalty: 4803.337891
	Iteration 18Q: 3 clusters Score -1953516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1953534.625000 Penalty: 4803.337891
	Iteration 19Q: 3 clusters Score -1953535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1953571.500000 Penalty: 4803.337891
	Iteration 20F: 3 clusters Score -1953572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1953591.500000 Penalty: 4803.337891
	Iteration 21Q: 3 clusters Score -1953592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1953616.125000 Penalty: 4803.337891
	Iteration 22Q: 3 clusters Score -1953616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1953647.500000 Penalty: 4803.337891
	Iteration 23Q: 3 clusters Score -1953648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1953677.750000 Penalty: 4803.337891
	Iteration 24Q: 3 clusters Score -1953678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1953699.625000 Penalty: 4803.337891
	Iteration 25Q: 3 clusters Score -1953700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1953719.000000 Penalty: 4803.337891
	Iteration 26Q: 3 clusters Score -1953719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1953739.375000 Penalty: 4803.337891
	Iteration 27Q: 3 clusters Score -1953739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1953752.500000 Penalty: 4803.337891
	Iteration 28Q: 3 clusters Score -1953752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1953768.375000 Penalty: 4803.337891
	Iteration 29Q: 3 clusters Score -1953768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1953789.625000 Penalty: 4803.337891
	Iteration 30Q: 3 clusters Score -1953790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1953803.125000 Penalty: 4803.337891
	Iteration 31Q: 3 clusters Score -1953803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1953813.375000 Penalty: 4803.337891
	Iteration 32Q: 3 clusters Score -1953813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1953835.875000 Penalty: 4803.337891
	Iteration 33Q: 3 clusters Score -1953836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1953857.000000 Penalty: 4803.337891
	Iteration 34Q: 3 clusters Score -1953857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1953872.250000 Penalty: 4803.337891
	Iteration 35Q: 3 clusters Score -1953872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1953882.750000 Penalty: 4803.337891
	Iteration 36Q: 3 clusters Score -1953883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1953889.625000 Penalty: 4803.337891
	Iteration 37Q: 3 clusters Score -1953890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1953898.250000 Penalty: 4803.337891
	Iteration 38Q: 3 clusters Score -1953898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1953913.625000 Penalty: 4803.337891
	Iteration 39Q: 3 clusters Score -1953914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1953921.125000 Penalty: 4803.337891
	Iteration 40F: 3 clusters Score -1953921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1953925.500000 Penalty: 4803.337891
	Iteration 41Q: 3 clusters Score -1953926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1953927.250000 Penalty: 4803.337891
	Iteration 42Q: 3 clusters Score -1953927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1953937.375000 Penalty: 4803.337891
	Iteration 43Q: 3 clusters Score -1953937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1953937.250000 Penalty: 4803.337891
	Iteration 44Q: 3 clusters Score -1953937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1953938.750000 Penalty: 4803.337891
	Iteration 45Q: 3 clusters Score -1953939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1953947.875000 Penalty: 4803.337891
	Iteration 46Q: 3 clusters Score -1953948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1953952.750000 Penalty: 4803.337891
	Iteration 47Q: 3 clusters Score -1953953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1953951.125000 Penalty: 4803.337891
	Iteration 48Q: 3 clusters Score -1953951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1953954.750000 Penalty: 4803.337891
	Iteration 49Q: 3 clusters Score -1953955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1953962.000000 Penalty: 4803.337891
	Iteration 50Q: 3 clusters Score -1953962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1953960.250000 Penalty: 4803.337891
	Iteration 51Q: 3 clusters Score -1953960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1953960.625000 Penalty: 4803.337891
	Iteration 52Q: 3 clusters Score -1953961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1953963.375000 Penalty: 4803.337891
	Iteration 53Q: 3 clusters Score -1953963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1953964.125000 Penalty: 4803.337891
	Iteration 54Q: 3 clusters Score -1953964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1953970.875000 Penalty: 4803.337891
	Iteration 55Q: 3 clusters Score -1953971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1953972.375000 Penalty: 4803.337891
	Iteration 56Q: 3 clusters Score -1953972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1953971.625000 Penalty: 4803.337891
	Iteration 57Q: 3 clusters Score -1953972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1953971.625000 Penalty: 4803.337891
	Iteration 58Q: 3 clusters Score -1953972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1953977.375000 Penalty: 4803.337891
	Iteration 59Q: 3 clusters Score -1953977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1953979.250000 Penalty: 4803.337891
	Iteration 60F: 3 clusters Score -1953979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1953982.750000 Penalty: 4803.337891
	Iteration 61Q: 3 clusters Score -1953983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1953982.625000 Penalty: 4803.337891
	Iteration 62Q: 3 clusters Score -1953983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1953984.875000 Penalty: 4803.337891
	Iteration 63Q: 3 clusters Score -1953985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1953986.125000 Penalty: 4803.337891
	Iteration 64Q: 3 clusters Score -1953986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1953987.375000 Penalty: 4803.337891
	Iteration 65Q: 3 clusters Score -1953987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1953985.625000 Penalty: 4803.337891
	Iteration 66Q: 3 clusters Score -1953986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1953986.375000 Penalty: 4803.337891
	Iteration 67Q: 3 clusters Score -1953986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1953986.375000 Penalty: 4803.337891
	Iteration 68Q: 3 clusters Score -1953986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1953987.500000 Penalty: 4803.337891
	Iteration 69Q: 3 clusters Score -1953988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1953985.125000 Penalty: 4803.337891
	Iteration 70Q: 3 clusters Score -1953985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1953984.500000 Penalty: 4803.337891
	Iteration 71Q: 3 clusters Score -1953984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1953985.125000 Penalty: 4803.337891
	Iteration 72Q: 3 clusters Score -1953985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1953987.375000 Penalty: 4803.337891
	Iteration 73Q: 3 clusters Score -1953987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1953988.625000 Penalty: 4803.337891
	Iteration 74Q: 3 clusters Score -1953989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1953989.500000 Penalty: 4803.337891
	Iteration 75Q: 3 clusters Score -1953990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1953986.750000 Penalty: 4803.337891
	Iteration 76Q: 3 clusters Score -1953987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1953989.375000 Penalty: 4803.337891
	Iteration 77Q: 3 clusters Score -1953989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1953989.375000 Penalty: 4803.337891
	Iteration 78Q: 3 clusters Score -1953989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1953990.000000 Penalty: 4803.337891
	Iteration 79Q: 3 clusters Score -1953990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1953990.000000 Penalty: 4803.337891
	Iteration 80F: 3 clusters Score -1953990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -668955.562500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -668955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -664321.812500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -664321.8 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -665433.812500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -665433.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -665636.375000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -665636.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -665766.000000 Penalty: 4250.236816
	Iteration 3Q: 3 clusters Score -665766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -665849.687500 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -665849.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -665925.937500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -665925.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -666007.875000 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -666007.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -666082.687500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -666082.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -666175.187500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -666175.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -666276.562500 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -666276.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -666384.000000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -666384 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -666473.062500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -666473.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -666537.312500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -666537.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -666602.562500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -666602.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -666669.312500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -666669.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -666733.125000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -666733.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -666784.000000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -666784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -666831.375000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -666831.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -666877.187500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -666877.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -666916.062500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -666916.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -666954.562500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -666954.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -666989.875000 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -666989.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -667016.500000 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -667016.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -667033.500000 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -667033.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -667047.000000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -667047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -667058.625000 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -667058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -667066.875000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -667066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -667071.750000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -667071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -667075.875000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -667075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -667078.375000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -667078.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -667081.812500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -667081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -667085.062500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -667085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -667090.625000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -667090.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -667097.312500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -667097.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -667105.437500 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -667105.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -667116.625000 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -667116.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -667125.687500 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -667125.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -667134.062500 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -667134.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -667148.000000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -667148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -667161.062500 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -667161.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -667180.375000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -667180.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -667198.312500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -667198.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -667217.750000 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -667217.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -667237.187500 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -667237.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -667258.000000 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -667258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -667278.250000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -667278.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -667301.125000 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -667301.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -667331.187500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -667331.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -667367.437500 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -667367.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -667414.812500 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -667414.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -667499.187500 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -667499.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -667630.437500 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -667630.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -667762.625000 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -667762.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -667898.187500 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -667898.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -667992.437500 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -667992.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -668082.125000 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -668082.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -668135.687500 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -668135.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -668164.875000 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -668164.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -668179.062500 Penalty: 4250.236816
	Iteration 58Q: 3 clusters Score -668179.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -668190.562500 Penalty: 4250.236816
	Iteration 59Q: 3 clusters Score -668190.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -668201.312500 Penalty: 4250.236816
	Iteration 60F: 3 clusters Score -668201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -668206.187500 Penalty: 4250.236816
	Iteration 61Q: 3 clusters Score -668206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -668208.437500 Penalty: 4250.236816
	Iteration 62Q: 3 clusters Score -668208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -668208.687500 Penalty: 4250.236816
	Iteration 63Q: 3 clusters Score -668208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -668209.875000 Penalty: 4250.236816
	Iteration 64Q: 3 clusters Score -668209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -668212.625000 Penalty: 4250.236816
	Iteration 65Q: 3 clusters Score -668212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -668214.312500 Penalty: 4250.236816
	Iteration 66Q: 3 clusters Score -668214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -668216.750000 Penalty: 4250.236816
	Iteration 67Q: 3 clusters Score -668216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -668217.875000 Penalty: 4250.236816
	Iteration 68Q: 3 clusters Score -668217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -668219.562500 Penalty: 4250.236816
	Iteration 69Q: 3 clusters Score -668219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -668221.875000 Penalty: 4250.236816
	Iteration 70Q: 3 clusters Score -668221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -668223.875000 Penalty: 4250.236816
	Iteration 71Q: 3 clusters Score -668223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -668225.500000 Penalty: 4250.236816
	Iteration 72Q: 3 clusters Score -668225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -668226.125000 Penalty: 4250.236816
	Iteration 73Q: 3 clusters Score -668226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -668226.375000 Penalty: 4250.236816
	Iteration 74Q: 3 clusters Score -668226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -668227.250000 Penalty: 4250.236816
	Iteration 75Q: 3 clusters Score -668227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -668227.250000 Penalty: 4250.236816
	Iteration 76F: 3 clusters Score -668227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -161455.046875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -161455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159315.593750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -159315.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159797.890625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -159797.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160060.578125 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -160060.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -160315.203125 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -160315.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -160500.281250 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -160500.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160638.750000 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -160638.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -160796.593750 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -160796.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160920.093750 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -160920.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -161043.859375 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -161043.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -161134.828125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -161134.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -161201.984375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -161202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -161262.109375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -161262.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161329.140625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -161329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161356.421875 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -161356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -161373.281250 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -161373.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161398.703125 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -161398.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -161419.234375 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -161419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161432.562500 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -161432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161436.453125 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -161436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161443.359375 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -161443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161450.765625 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -161450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161465.906250 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -161465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161479.343750 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -161479.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161526.562500 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -161526.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161648.828125 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -161648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161824.406250 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -161824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161871.093750 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -161871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161894.343750 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -161894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161913.937500 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -161913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161929.046875 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -161929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161933.765625 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -161933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -161942.968750 Penalty: 3576.565918
	Iteration 31Q: 3 clusters Score -161943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161948.109375 Penalty: 3576.565918
	Iteration 32Q: 3 clusters Score -161948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -161949.640625 Penalty: 3576.565918
	Iteration 33Q: 3 clusters Score -161949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161950.359375 Penalty: 3576.565918
	Iteration 34Q: 3 clusters Score -161950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161957.937500 Penalty: 3576.565918
	Iteration 35Q: 3 clusters Score -161957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161960.421875 Penalty: 3576.565918
	Iteration 36Q: 3 clusters Score -161960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161966.312500 Penalty: 3576.565918
	Iteration 37F: 3 clusters Score -161966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161988.796875 Penalty: 3576.565918
	Iteration 38Q: 3 clusters Score -161988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -162012.125000 Penalty: 3576.565918
	Iteration 39Q: 3 clusters Score -162012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -162060.906250 Penalty: 3576.565918
	Iteration 40F: 3 clusters Score -162060.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162149.625000 Penalty: 3576.565918
	Iteration 41Q: 3 clusters Score -162149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -162306.031250 Penalty: 3576.565918
	Iteration 42Q: 3 clusters Score -162306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -162363.125000 Penalty: 3576.565918
	Iteration 43Q: 3 clusters Score -162363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -162363.125000 Penalty: 3576.565918
	Iteration 44F: 3 clusters Score -162363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 791 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 10262 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 563 members 
Entering Unmasked Estep 
Score: -111270936.000000 Penalty: 149391.406250
Splitting cluster 26 changes total score from -111271840.000000 to -111270936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (24156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Entering Unmasked Estep 
Score: -3126924.250000 Penalty: 2502.887451
	Iteration 0F: 2 clusters Score -3126924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3110111.750000 Penalty: 5005.774902
	Iteration 0F: 3 clusters Score -3110112 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3115936.750000 Penalty: 5005.774902
	Iteration 1F: 3 clusters Score -3115937 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3116273.250000 Penalty: 5005.774902
	Iteration 2Q: 3 clusters Score -3116273 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3116563.000000 Penalty: 5005.774902
	Iteration 3Q: 3 clusters Score -3116563 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3116854.750000 Penalty: 5005.774902
	Iteration 4Q: 3 clusters Score -3116855 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3117142.750000 Penalty: 5005.774902
	Iteration 5Q: 3 clusters Score -3117143 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3117452.750000 Penalty: 5005.774902
	Iteration 6Q: 3 clusters Score -3117453 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3117883.750000 Penalty: 5005.774902
	Iteration 7Q: 3 clusters Score -3117884 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3118455.000000 Penalty: 5005.774902
	Iteration 8Q: 3 clusters Score -3118455 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3119180.500000 Penalty: 5005.774902
	Iteration 9F: 3 clusters Score -3119180 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3120072.500000 Penalty: 5005.774902
	Iteration 10F: 3 clusters Score -3120072 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3121100.750000 Penalty: 5005.774902
	Iteration 11F: 3 clusters Score -3121101 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3122195.750000 Penalty: 5005.774902
	Iteration 12F: 3 clusters Score -3122196 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3123092.000000 Penalty: 5005.774902
	Iteration 13Q: 3 clusters Score -3123092 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3123755.250000 Penalty: 5005.774902
	Iteration 14Q: 3 clusters Score -3123755 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3124157.750000 Penalty: 5005.774902
	Iteration 15Q: 3 clusters Score -3124158 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3124378.000000 Penalty: 5005.774902
	Iteration 16Q: 3 clusters Score -3124378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3124497.000000 Penalty: 5005.774902
	Iteration 17Q: 3 clusters Score -3124497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3124571.750000 Penalty: 5005.774902
	Iteration 18Q: 3 clusters Score -3124572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3124637.500000 Penalty: 5005.774902
	Iteration 19Q: 3 clusters Score -3124638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3124674.500000 Penalty: 5005.774902
	Iteration 20F: 3 clusters Score -3124674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3124694.750000 Penalty: 5005.774902
	Iteration 21Q: 3 clusters Score -3124695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3124711.500000 Penalty: 5005.774902
	Iteration 22Q: 3 clusters Score -3124712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3124720.250000 Penalty: 5005.774902
	Iteration 23Q: 3 clusters Score -3124720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3124728.250000 Penalty: 5005.774902
	Iteration 24Q: 3 clusters Score -3124728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3124735.250000 Penalty: 5005.774902
	Iteration 25Q: 3 clusters Score -3124735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3124743.500000 Penalty: 5005.774902
	Iteration 26Q: 3 clusters Score -3124744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3124746.500000 Penalty: 5005.774902
	Iteration 27Q: 3 clusters Score -3124746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3124745.750000 Penalty: 5005.774902
	Iteration 28Q: 3 clusters Score -3124746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3124745.750000 Penalty: 5005.774902
	Iteration 29F: 3 clusters Score -3124746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -574162.125000 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -574162.1 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 2505 members 
Entering Unmasked Estep 
Score: -569701.687500 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -569701.7 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -570850.000000 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -570850 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -571221.562500 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -571221.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -571595.125000 Penalty: 4218.439453
	Iteration 3F: 3 clusters Score -571595.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -571967.750000 Penalty: 4218.439453
	Iteration 4F: 3 clusters Score -571967.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -572307.250000 Penalty: 4218.439453
	Iteration 5F: 3 clusters Score -572307.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -572622.750000 Penalty: 4218.439453
	Iteration 6F: 3 clusters Score -572622.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -572860.375000 Penalty: 4218.439453
	Iteration 7F: 3 clusters Score -572860.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -573012.000000 Penalty: 4218.439453
	Iteration 8Q: 3 clusters Score -573012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -573117.562500 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -573117.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -573215.000000 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -573215 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -573289.250000 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -573289.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -573348.000000 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -573348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -573396.812500 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -573396.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -573434.937500 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -573434.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -573464.937500 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -573464.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -573483.875000 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -573483.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -573496.937500 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -573496.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -573507.125000 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -573507.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -573519.125000 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -573519.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -573528.687500 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -573528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -573535.562500 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -573535.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -573539.937500 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -573539.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -573544.437500 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -573544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -573549.875000 Penalty: 4218.439453
	Iteration 24Q: 3 clusters Score -573549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -573553.562500 Penalty: 4218.439453
	Iteration 25Q: 3 clusters Score -573553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -573557.312500 Penalty: 4218.439453
	Iteration 26Q: 3 clusters Score -573557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -573560.687500 Penalty: 4218.439453
	Iteration 27Q: 3 clusters Score -573560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -573563.937500 Penalty: 4218.439453
	Iteration 28Q: 3 clusters Score -573563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -573569.875000 Penalty: 4218.439453
	Iteration 29Q: 3 clusters Score -573569.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -573577.000000 Penalty: 4218.439453
	Iteration 30Q: 3 clusters Score -573577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -573584.312500 Penalty: 4218.439453
	Iteration 31Q: 3 clusters Score -573584.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -573588.875000 Penalty: 4218.439453
	Iteration 32Q: 3 clusters Score -573588.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -573591.687500 Penalty: 4218.439453
	Iteration 33Q: 3 clusters Score -573591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -573594.375000 Penalty: 4218.439453
	Iteration 34Q: 3 clusters Score -573594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -573596.000000 Penalty: 4218.439453
	Iteration 35Q: 3 clusters Score -573596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -573598.375000 Penalty: 4218.439453
	Iteration 36Q: 3 clusters Score -573598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -573598.375000 Penalty: 4218.439453
	Iteration 37Q: 3 clusters Score -573598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -573598.062500 Penalty: 4218.439453
	Iteration 38Q: 3 clusters Score -573598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -573599.562500 Penalty: 4218.439453
	Iteration 39Q: 3 clusters Score -573599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -573600.750000 Penalty: 4218.439453
	Iteration 40F: 3 clusters Score -573600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -573600.125000 Penalty: 4218.439453
	Iteration 41Q: 3 clusters Score -573600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -573600.750000 Penalty: 4218.439453
	Iteration 42Q: 3 clusters Score -573600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -573600.750000 Penalty: 4218.439453
	Iteration 43F: 3 clusters Score -573600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Entering Unmasked Estep 
Score: -15331247.000000 Penalty: 2894.931641
	Iteration 0F: 2 clusters Score -1.533125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -15252882.000000 Penalty: 5789.863281
	Iteration 0F: 3 clusters Score -1.525288e+07 nChanged 55691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -15284924.000000 Penalty: 5789.863281
	Iteration 1F: 3 clusters Score -1.528492e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -15286130.000000 Penalty: 5789.863281
	Iteration 2Q: 3 clusters Score -1.528613e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -15287552.000000 Penalty: 5789.863281
	Iteration 3Q: 3 clusters Score -1.528755e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -15289775.000000 Penalty: 5789.863281
	Iteration 4Q: 3 clusters Score -1.528978e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -15293011.000000 Penalty: 5789.863281
	Iteration 5F: 3 clusters Score -1.529301e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -15297800.000000 Penalty: 5789.863281
	Iteration 6F: 3 clusters Score -1.52978e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -15303209.000000 Penalty: 5789.863281
	Iteration 7F: 3 clusters Score -1.530321e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -15308895.000000 Penalty: 5789.863281
	Iteration 8F: 3 clusters Score -1.53089e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -15314089.000000 Penalty: 5789.863281
	Iteration 9F: 3 clusters Score -1.531409e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -15318993.000000 Penalty: 5789.863281
	Iteration 10Q: 3 clusters Score -1.531899e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -15322810.000000 Penalty: 5789.863281
	Iteration 11Q: 3 clusters Score -1.532281e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -15325393.000000 Penalty: 5789.863281
	Iteration 12Q: 3 clusters Score -1.532539e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -15326837.000000 Penalty: 5789.863281
	Iteration 13Q: 3 clusters Score -1.532684e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -15327704.000000 Penalty: 5789.863281
	Iteration 14Q: 3 clusters Score -1.53277e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -15328113.000000 Penalty: 5789.863281
	Iteration 15Q: 3 clusters Score -1.532811e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -15328412.000000 Penalty: 5789.863281
	Iteration 16Q: 3 clusters Score -1.532841e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 116690 members 
Entering Unmasked Estep 
Score: -15328526.000000 Penalty: 5789.863281
	Iteration 17Q: 3 clusters Score -1.532853e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -15328622.000000 Penalty: 5789.863281
	Iteration 18Q: 3 clusters Score -1.532862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -15328681.000000 Penalty: 5789.863281
	Iteration 19Q: 3 clusters Score -1.532868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -15328705.000000 Penalty: 5789.863281
	Iteration 20F: 3 clusters Score -1.53287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 116881 members 
Entering Unmasked Estep 
Score: -15328734.000000 Penalty: 5789.863281
	Iteration 21Q: 3 clusters Score -1.532873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -15328737.000000 Penalty: 5789.863281
	Iteration 22Q: 3 clusters Score -1.532874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -15328753.000000 Penalty: 5789.863281
	Iteration 23Q: 3 clusters Score -1.532875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -15328767.000000 Penalty: 5789.863281
	Iteration 24Q: 3 clusters Score -1.532877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 116929 members 
Entering Unmasked Estep 
Score: -15328769.000000 Penalty: 5789.863281
	Iteration 25Q: 3 clusters Score -1.532877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -15328762.000000 Penalty: 5789.863281
	Iteration 26Q: 3 clusters Score -1.532876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 116939 members 
Entering Unmasked Estep 
Score: -15328760.000000 Penalty: 5789.863281
	Iteration 27Q: 3 clusters Score -1.532876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -15328778.000000 Penalty: 5789.863281
	Iteration 28Q: 3 clusters Score -1.532878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -15328768.000000 Penalty: 5789.863281
	Iteration 29Q: 3 clusters Score -1.532877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -15328780.000000 Penalty: 5789.863281
	Iteration 30Q: 3 clusters Score -1.532878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -15328785.000000 Penalty: 5789.863281
	Iteration 31Q: 3 clusters Score -1.532878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -15328785.000000 Penalty: 5789.863281
	Iteration 32F: 3 clusters Score -1.532878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Entering Unmasked Estep 
Score: -6169790.000000 Penalty: 2671.725098
	Iteration 0F: 2 clusters Score -6169790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -6137669.500000 Penalty: 5343.450195
	Iteration 0F: 3 clusters Score -6137670 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -6149936.000000 Penalty: 5343.450195
	Iteration 1F: 3 clusters Score -6149936 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -6150963.500000 Penalty: 5343.450195
	Iteration 2F: 3 clusters Score -6150964 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -6152334.500000 Penalty: 5343.450195
	Iteration 3F: 3 clusters Score -6152334 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -6154090.500000 Penalty: 5343.450195
	Iteration 4F: 3 clusters Score -6154090 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -6156191.500000 Penalty: 5343.450195
	Iteration 5F: 3 clusters Score -6156192 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -6158374.000000 Penalty: 5343.450195
	Iteration 6F: 3 clusters Score -6158374 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -6160531.000000 Penalty: 5343.450195
	Iteration 7F: 3 clusters Score -6160531 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6162531.500000 Penalty: 5343.450195
	Iteration 8F: 3 clusters Score -6162532 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6164222.500000 Penalty: 5343.450195
	Iteration 9Q: 3 clusters Score -6164222 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6165484.500000 Penalty: 5343.450195
	Iteration 10Q: 3 clusters Score -6165484 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6166339.500000 Penalty: 5343.450195
	Iteration 11Q: 3 clusters Score -6166340 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6166939.500000 Penalty: 5343.450195
	Iteration 12Q: 3 clusters Score -6166940 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6167372.000000 Penalty: 5343.450195
	Iteration 13Q: 3 clusters Score -6167372 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6167670.500000 Penalty: 5343.450195
	Iteration 14Q: 3 clusters Score -6167670 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6167837.500000 Penalty: 5343.450195
	Iteration 15Q: 3 clusters Score -6167838 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6167944.000000 Penalty: 5343.450195
	Iteration 16Q: 3 clusters Score -6167944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6167995.500000 Penalty: 5343.450195
	Iteration 17Q: 3 clusters Score -6167996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6168059.500000 Penalty: 5343.450195
	Iteration 18Q: 3 clusters Score -6168060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6168076.000000 Penalty: 5343.450195
	Iteration 19Q: 3 clusters Score -6168076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6168117.500000 Penalty: 5343.450195
	Iteration 20F: 3 clusters Score -6168118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6168130.500000 Penalty: 5343.450195
	Iteration 21Q: 3 clusters Score -6168130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6168135.500000 Penalty: 5343.450195
	Iteration 22Q: 3 clusters Score -6168136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6168148.500000 Penalty: 5343.450195
	Iteration 23Q: 3 clusters Score -6168148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6168156.000000 Penalty: 5343.450195
	Iteration 24Q: 3 clusters Score -6168156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6168159.000000 Penalty: 5343.450195
	Iteration 25Q: 3 clusters Score -6168159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6168166.000000 Penalty: 5343.450195
	Iteration 26Q: 3 clusters Score -6168166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6168169.500000 Penalty: 5343.450195
	Iteration 27Q: 3 clusters Score -6168170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6168169.500000 Penalty: 5343.450195
	Iteration 28Q: 3 clusters Score -6168170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6168169.500000 Penalty: 5343.450195
	Iteration 29Q: 3 clusters Score -6168170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6168178.000000 Penalty: 5343.450195
	Iteration 30Q: 3 clusters Score -6168178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6168184.500000 Penalty: 5343.450195
	Iteration 31Q: 3 clusters Score -6168184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6168183.000000 Penalty: 5343.450195
	Iteration 32Q: 3 clusters Score -6168183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6168177.000000 Penalty: 5343.450195
	Iteration 33Q: 3 clusters Score -6168177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6168183.000000 Penalty: 5343.450195
	Iteration 34Q: 3 clusters Score -6168183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6168180.000000 Penalty: 5343.450195
	Iteration 35Q: 3 clusters Score -6168180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6168180.000000 Penalty: 5343.450195
	Iteration 36F: 3 clusters Score -6168180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -200130.625000 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -200130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -197680.234375 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -197680.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198092.343750 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -198092.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -198229.984375 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -198230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198300.218750 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -198300.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198348.265625 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -198348.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -198377.828125 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -198377.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -198399.250000 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -198399.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -198413.953125 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -198414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -198427.953125 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -198428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198438.531250 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -198438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198446.140625 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -198446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -198451.218750 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -198451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -198458.828125 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -198458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -198463.921875 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -198463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -198473.000000 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -198473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198488.796875 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -198488.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198502.625000 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -198502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -198515.500000 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -198515.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -198524.625000 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -198524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -198535.156250 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -198535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -198543.843750 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -198543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198558.375000 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -198558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -198564.562500 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -198564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -198569.265625 Penalty: 3693.795410
	Iteration 23Q: 3 clusters Score -198569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -198577.078125 Penalty: 3693.795410
	Iteration 24Q: 3 clusters Score -198577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -198581.937500 Penalty: 3693.795410
	Iteration 25Q: 3 clusters Score -198581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -198585.718750 Penalty: 3693.795410
	Iteration 26Q: 3 clusters Score -198585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198593.187500 Penalty: 3693.795410
	Iteration 27Q: 3 clusters Score -198593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -198600.156250 Penalty: 3693.795410
	Iteration 28Q: 3 clusters Score -198600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -198602.640625 Penalty: 3693.795410
	Iteration 29Q: 3 clusters Score -198602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -198604.343750 Penalty: 3693.795410
	Iteration 30Q: 3 clusters Score -198604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -198604.343750 Penalty: 3693.795410
	Iteration 31F: 3 clusters Score -198604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -519110.343750 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -519110.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -515076.750000 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -515076.8 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -516010.531250 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -516010.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -516230.312500 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -516230.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -516376.843750 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -516376.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -516481.875000 Penalty: 4144.851074
	Iteration 4Q: 3 clusters Score -516481.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -516569.218750 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -516569.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -516654.031250 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -516654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -516745.531250 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -516745.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -516846.562500 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -516846.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -516958.281250 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -516958.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -517074.000000 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -517074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -517197.000000 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -517197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -517281.906250 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -517281.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -517344.781250 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -517344.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -517386.312500 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -517386.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -517413.406250 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -517413.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -517433.781250 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -517433.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -517455.781250 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -517455.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -517466.906250 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -517466.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -517477.781250 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -517477.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -517487.437500 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -517487.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -517498.500000 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -517498.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -517506.906250 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -517506.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -517519.656250 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -517519.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -517529.500000 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -517529.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -517542.187500 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -517542.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -517554.437500 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -517554.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -517569.187500 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -517569.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -517580.937500 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -517580.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -517593.375000 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -517593.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -517611.906250 Penalty: 4144.851074
	Iteration 30Q: 3 clusters Score -517611.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -517643.875000 Penalty: 4144.851074
	Iteration 31Q: 3 clusters Score -517643.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -517675.687500 Penalty: 4144.851074
	Iteration 32Q: 3 clusters Score -517675.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -517713.656250 Penalty: 4144.851074
	Iteration 33Q: 3 clusters Score -517713.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -517752.156250 Penalty: 4144.851074
	Iteration 34Q: 3 clusters Score -517752.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -517774.468750 Penalty: 4144.851074
	Iteration 35Q: 3 clusters Score -517774.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -517791.343750 Penalty: 4144.851074
	Iteration 36Q: 3 clusters Score -517791.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -517796.500000 Penalty: 4144.851074
	Iteration 37Q: 3 clusters Score -517796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -517800.843750 Penalty: 4144.851074
	Iteration 38Q: 3 clusters Score -517800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -517803.125000 Penalty: 4144.851074
	Iteration 39Q: 3 clusters Score -517803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -517803.843750 Penalty: 4144.851074
	Iteration 40F: 3 clusters Score -517803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -517805.125000 Penalty: 4144.851074
	Iteration 41Q: 3 clusters Score -517805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -517805.968750 Penalty: 4144.851074
	Iteration 42Q: 3 clusters Score -517806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -517807.343750 Penalty: 4144.851074
	Iteration 43Q: 3 clusters Score -517807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -517809.093750 Penalty: 4144.851074
	Iteration 44Q: 3 clusters Score -517809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -517810.937500 Penalty: 4144.851074
	Iteration 45Q: 3 clusters Score -517810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -517812.500000 Penalty: 4144.851074
	Iteration 46Q: 3 clusters Score -517812.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -517813.656250 Penalty: 4144.851074
	Iteration 47Q: 3 clusters Score -517813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -517815.187500 Penalty: 4144.851074
	Iteration 48Q: 3 clusters Score -517815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -517816.812500 Penalty: 4144.851074
	Iteration 49Q: 3 clusters Score -517816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -517816.531250 Penalty: 4144.851074
	Iteration 50Q: 3 clusters Score -517816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -517817.187500 Penalty: 4144.851074
	Iteration 51Q: 3 clusters Score -517817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -517817.718750 Penalty: 4144.851074
	Iteration 52Q: 3 clusters Score -517817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -517817.718750 Penalty: 4144.851074
	Iteration 53F: 3 clusters Score -517817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -33148.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -33148.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31904.433594 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -31904.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31986.718750 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -31986.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32003.408203 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -32003.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32005.080078 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -32005.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32007.589844 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -32007.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32007.589844 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -32007.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -839429.062500 Penalty: 2175.876221
	Iteration 0F: 2 clusters Score -839429.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -834021.375000 Penalty: 4351.752441
	Iteration 0F: 3 clusters Score -834021.4 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -835514.000000 Penalty: 4351.752441
	Iteration 1F: 3 clusters Score -835514 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -835808.750000 Penalty: 4351.752441
	Iteration 2F: 3 clusters Score -835808.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -836066.312500 Penalty: 4351.752441
	Iteration 3F: 3 clusters Score -836066.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -836309.500000 Penalty: 4351.752441
	Iteration 4F: 3 clusters Score -836309.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -836545.375000 Penalty: 4351.752441
	Iteration 5Q: 3 clusters Score -836545.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -836772.375000 Penalty: 4351.752441
	Iteration 6Q: 3 clusters Score -836772.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -837029.062500 Penalty: 4351.752441
	Iteration 7Q: 3 clusters Score -837029.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -837289.187500 Penalty: 4351.752441
	Iteration 8Q: 3 clusters Score -837289.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -837560.875000 Penalty: 4351.752441
	Iteration 9Q: 3 clusters Score -837560.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -837857.250000 Penalty: 4351.752441
	Iteration 10Q: 3 clusters Score -837857.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -838128.562500 Penalty: 4351.752441
	Iteration 11Q: 3 clusters Score -838128.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -838396.812500 Penalty: 4351.752441
	Iteration 12Q: 3 clusters Score -838396.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -838601.125000 Penalty: 4351.752441
	Iteration 13Q: 3 clusters Score -838601.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -838718.812500 Penalty: 4351.752441
	Iteration 14Q: 3 clusters Score -838718.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -838767.250000 Penalty: 4351.752441
	Iteration 15Q: 3 clusters Score -838767.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -838786.875000 Penalty: 4351.752441
	Iteration 16Q: 3 clusters Score -838786.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -838799.875000 Penalty: 4351.752441
	Iteration 17Q: 3 clusters Score -838799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -838804.875000 Penalty: 4351.752441
	Iteration 18Q: 3 clusters Score -838804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -838810.562500 Penalty: 4351.752441
	Iteration 19Q: 3 clusters Score -838810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -838812.062500 Penalty: 4351.752441
	Iteration 20F: 3 clusters Score -838812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -838814.437500 Penalty: 4351.752441
	Iteration 21Q: 3 clusters Score -838814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -838818.000000 Penalty: 4351.752441
	Iteration 22Q: 3 clusters Score -838818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -838818.125000 Penalty: 4351.752441
	Iteration 23Q: 3 clusters Score -838818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -838821.375000 Penalty: 4351.752441
	Iteration 24Q: 3 clusters Score -838821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -838820.312500 Penalty: 4351.752441
	Iteration 25Q: 3 clusters Score -838820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -838821.812500 Penalty: 4351.752441
	Iteration 26Q: 3 clusters Score -838821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -838821.812500 Penalty: 4351.752441
	Iteration 27F: 3 clusters Score -838821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -1110054.750000 Penalty: 2242.161621
	Iteration 0F: 2 clusters Score -1110055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1103333.500000 Penalty: 4484.323242
	Iteration 0F: 3 clusters Score -1103334 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1105206.000000 Penalty: 4484.323242
	Iteration 1F: 3 clusters Score -1105206 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1105505.125000 Penalty: 4484.323242
	Iteration 2F: 3 clusters Score -1105505 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1105701.750000 Penalty: 4484.323242
	Iteration 3Q: 3 clusters Score -1105702 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1105868.375000 Penalty: 4484.323242
	Iteration 4Q: 3 clusters Score -1105868 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1106036.375000 Penalty: 4484.323242
	Iteration 5Q: 3 clusters Score -1106036 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1106229.625000 Penalty: 4484.323242
	Iteration 6Q: 3 clusters Score -1106230 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1106473.250000 Penalty: 4484.323242
	Iteration 7Q: 3 clusters Score -1106473 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1106747.875000 Penalty: 4484.323242
	Iteration 8Q: 3 clusters Score -1106748 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1107038.750000 Penalty: 4484.323242
	Iteration 9Q: 3 clusters Score -1107039 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1107300.625000 Penalty: 4484.323242
	Iteration 10Q: 3 clusters Score -1107301 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1107527.625000 Penalty: 4484.323242
	Iteration 11Q: 3 clusters Score -1107528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1107682.000000 Penalty: 4484.323242
	Iteration 12Q: 3 clusters Score -1107682 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1107810.125000 Penalty: 4484.323242
	Iteration 13Q: 3 clusters Score -1107810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1107899.625000 Penalty: 4484.323242
	Iteration 14Q: 3 clusters Score -1107900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1107952.000000 Penalty: 4484.323242
	Iteration 15Q: 3 clusters Score -1107952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1107995.625000 Penalty: 4484.323242
	Iteration 16Q: 3 clusters Score -1107996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1108027.875000 Penalty: 4484.323242
	Iteration 17Q: 3 clusters Score -1108028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1108047.500000 Penalty: 4484.323242
	Iteration 18Q: 3 clusters Score -1108048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1108060.500000 Penalty: 4484.323242
	Iteration 19Q: 3 clusters Score -1108060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1108074.250000 Penalty: 4484.323242
	Iteration 20F: 3 clusters Score -1108074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1108085.750000 Penalty: 4484.323242
	Iteration 21Q: 3 clusters Score -1108086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1108096.125000 Penalty: 4484.323242
	Iteration 22Q: 3 clusters Score -1108096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1108110.750000 Penalty: 4484.323242
	Iteration 23Q: 3 clusters Score -1108111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1108118.000000 Penalty: 4484.323242
	Iteration 24Q: 3 clusters Score -1108118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1108129.500000 Penalty: 4484.323242
	Iteration 25Q: 3 clusters Score -1108130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1108138.125000 Penalty: 4484.323242
	Iteration 26Q: 3 clusters Score -1108138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1108148.750000 Penalty: 4484.323242
	Iteration 27Q: 3 clusters Score -1108149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1108160.500000 Penalty: 4484.323242
	Iteration 28Q: 3 clusters Score -1108160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1108177.000000 Penalty: 4484.323242
	Iteration 29Q: 3 clusters Score -1108177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1108185.000000 Penalty: 4484.323242
	Iteration 30Q: 3 clusters Score -1108185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1108191.250000 Penalty: 4484.323242
	Iteration 31Q: 3 clusters Score -1108191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1108195.375000 Penalty: 4484.323242
	Iteration 32Q: 3 clusters Score -1108195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1108201.000000 Penalty: 4484.323242
	Iteration 33Q: 3 clusters Score -1108201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1108203.875000 Penalty: 4484.323242
	Iteration 34Q: 3 clusters Score -1108204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1108209.250000 Penalty: 4484.323242
	Iteration 35Q: 3 clusters Score -1108209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1108211.625000 Penalty: 4484.323242
	Iteration 36Q: 3 clusters Score -1108212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1108213.500000 Penalty: 4484.323242
	Iteration 37Q: 3 clusters Score -1108214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1108215.000000 Penalty: 4484.323242
	Iteration 38Q: 3 clusters Score -1108215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1108214.250000 Penalty: 4484.323242
	Iteration 39Q: 3 clusters Score -1108214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1108216.750000 Penalty: 4484.323242
	Iteration 40F: 3 clusters Score -1108217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1108218.500000 Penalty: 4484.323242
	Iteration 41Q: 3 clusters Score -1108218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1108218.375000 Penalty: 4484.323242
	Iteration 42Q: 3 clusters Score -1108218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1108217.375000 Penalty: 4484.323242
	Iteration 43Q: 3 clusters Score -1108217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1108218.625000 Penalty: 4484.323242
	Iteration 44Q: 3 clusters Score -1108219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1108218.625000 Penalty: 4484.323242
	Iteration 45F: 3 clusters Score -1108219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -1330392.000000 Penalty: 2290.578369
	Iteration 0F: 2 clusters Score -1330392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1322597.875000 Penalty: 4581.156738
	Iteration 0F: 3 clusters Score -1322598 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1324868.250000 Penalty: 4581.156738
	Iteration 1F: 3 clusters Score -1324868 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1325289.375000 Penalty: 4581.156738
	Iteration 2F: 3 clusters Score -1325289 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1325848.625000 Penalty: 4581.156738
	Iteration 3F: 3 clusters Score -1325849 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1326595.375000 Penalty: 4581.156738
	Iteration 4F: 3 clusters Score -1326595 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1327450.375000 Penalty: 4581.156738
	Iteration 5F: 3 clusters Score -1327450 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1328164.625000 Penalty: 4581.156738
	Iteration 6F: 3 clusters Score -1328165 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1328725.375000 Penalty: 4581.156738
	Iteration 7F: 3 clusters Score -1328725 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1329143.250000 Penalty: 4581.156738
	Iteration 8Q: 3 clusters Score -1329143 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1329464.250000 Penalty: 4581.156738
	Iteration 9Q: 3 clusters Score -1329464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1329719.500000 Penalty: 4581.156738
	Iteration 10Q: 3 clusters Score -1329720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1329908.000000 Penalty: 4581.156738
	Iteration 11Q: 3 clusters Score -1329908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1330049.375000 Penalty: 4581.156738
	Iteration 12Q: 3 clusters Score -1330049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1330166.375000 Penalty: 4581.156738
	Iteration 13Q: 3 clusters Score -1330166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1330264.125000 Penalty: 4581.156738
	Iteration 14Q: 3 clusters Score -1330264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1330365.375000 Penalty: 4581.156738
	Iteration 15Q: 3 clusters Score -1330365 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1330476.125000 Penalty: 4581.156738
	Iteration 16Q: 3 clusters Score -1330476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1330589.375000 Penalty: 4581.156738
	Iteration 17Q: 3 clusters Score -1330589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1330689.250000 Penalty: 4581.156738
	Iteration 18Q: 3 clusters Score -1330689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1330773.625000 Penalty: 4581.156738
	Iteration 19Q: 3 clusters Score -1330774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1330833.375000 Penalty: 4581.156738
	Iteration 20F: 3 clusters Score -1330833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1330868.625000 Penalty: 4581.156738
	Iteration 21Q: 3 clusters Score -1330869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1330885.125000 Penalty: 4581.156738
	Iteration 22Q: 3 clusters Score -1330885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1330888.125000 Penalty: 4581.156738
	Iteration 23Q: 3 clusters Score -1330888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1330891.000000 Penalty: 4581.156738
	Iteration 24Q: 3 clusters Score -1330891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1330899.250000 Penalty: 4581.156738
	Iteration 25Q: 3 clusters Score -1330899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1330902.000000 Penalty: 4581.156738
	Iteration 26Q: 3 clusters Score -1330902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1330904.500000 Penalty: 4581.156738
	Iteration 27Q: 3 clusters Score -1330904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1330906.875000 Penalty: 4581.156738
	Iteration 28Q: 3 clusters Score -1330907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1330908.375000 Penalty: 4581.156738
	Iteration 29Q: 3 clusters Score -1330908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1330906.125000 Penalty: 4581.156738
	Iteration 30Q: 3 clusters Score -1330906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1330905.875000 Penalty: 4581.156738
	Iteration 31Q: 3 clusters Score -1330906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1330905.500000 Penalty: 4581.156738
	Iteration 32Q: 3 clusters Score -1330906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1330905.500000 Penalty: 4581.156738
	Iteration 33F: 3 clusters Score -1330906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 161888 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 51876 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 90151 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 82777 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 117373 members 
Mstep: Class 30 contains 47719 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 1718 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 3977 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 30493 members 
Mstep: Class 44 contains 8544 members 
Entering Unmasked Estep 
Score: -111271264.000000 Penalty: 149391.406250
Splitting cluster 36 changes total score from -111271840.000000 to -111271264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -655573.187500 Penalty: 2118.194092
	Iteration 0F: 2 clusters Score -655573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -650996.062500 Penalty: 4236.388184
	Iteration 0F: 3 clusters Score -650996.1 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -652110.750000 Penalty: 4236.388184
	Iteration 1F: 3 clusters Score -652110.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -652455.875000 Penalty: 4236.388184
	Iteration 2F: 3 clusters Score -652455.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -652835.000000 Penalty: 4236.388184
	Iteration 3F: 3 clusters Score -652835 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -653236.062500 Penalty: 4236.388184
	Iteration 4F: 3 clusters Score -653236.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -653602.750000 Penalty: 4236.388184
	Iteration 5F: 3 clusters Score -653602.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -653896.750000 Penalty: 4236.388184
	Iteration 6F: 3 clusters Score -653896.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -654049.125000 Penalty: 4236.388184
	Iteration 7Q: 3 clusters Score -654049.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -654112.437500 Penalty: 4236.388184
	Iteration 8Q: 3 clusters Score -654112.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -654151.250000 Penalty: 4236.388184
	Iteration 9Q: 3 clusters Score -654151.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -654172.562500 Penalty: 4236.388184
	Iteration 10Q: 3 clusters Score -654172.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -654185.875000 Penalty: 4236.388184
	Iteration 11Q: 3 clusters Score -654185.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -654195.000000 Penalty: 4236.388184
	Iteration 12Q: 3 clusters Score -654195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -654203.875000 Penalty: 4236.388184
	Iteration 13Q: 3 clusters Score -654203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -654209.500000 Penalty: 4236.388184
	Iteration 14Q: 3 clusters Score -654209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -654211.062500 Penalty: 4236.388184
	Iteration 15Q: 3 clusters Score -654211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -654210.437500 Penalty: 4236.388184
	Iteration 16Q: 3 clusters Score -654210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -654211.812500 Penalty: 4236.388184
	Iteration 17Q: 3 clusters Score -654211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -654211.187500 Penalty: 4236.388184
	Iteration 18Q: 3 clusters Score -654211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -654212.437500 Penalty: 4236.388184
	Iteration 19Q: 3 clusters Score -654212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -654212.437500 Penalty: 4236.388184
	Iteration 20F: 3 clusters Score -654212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -654212.062500 Penalty: 4236.388184
	Iteration 21Q: 3 clusters Score -654212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -654213.750000 Penalty: 4236.388184
	Iteration 22Q: 3 clusters Score -654213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -654213.750000 Penalty: 4236.388184
	Iteration 23F: 3 clusters Score -654213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -510768.281250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -510768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -506913.875000 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -506913.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -507716.531250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -507716.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -507913.031250 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -507913 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -508040.343750 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -508040.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -508125.781250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -508125.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -508193.593750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -508193.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -508250.468750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -508250.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -508308.406250 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -508308.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -508363.562500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -508363.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -508425.968750 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -508426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -508490.875000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -508490.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -508558.000000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -508558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -508628.750000 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -508628.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -508699.937500 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -508699.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -508773.218750 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -508773.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -508841.000000 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -508841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -508909.968750 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -508910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -508970.125000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -508970.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -509018.625000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -509018.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -509067.281250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -509067.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -509111.625000 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -509111.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -509139.187500 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -509139.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -509167.656250 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -509167.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -509184.250000 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -509184.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -509203.562500 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -509203.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -509224.343750 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -509224.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -509246.812500 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -509246.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -509277.093750 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -509277.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -509308.562500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -509308.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -509335.187500 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -509335.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -509365.406250 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -509365.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -509385.093750 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -509385.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -509397.375000 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -509397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -509408.000000 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -509408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -509422.125000 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -509422.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -509436.375000 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -509436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -509447.312500 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -509447.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -509451.906250 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -509451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -509455.312500 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -509455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -509457.062500 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -509457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -509458.468750 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -509458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -509459.031250 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -509459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -509460.250000 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -509460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -509460.375000 Penalty: 4110.988770
	Iteration 43Q: 3 clusters Score -509460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -509462.250000 Penalty: 4110.988770
	Iteration 44Q: 3 clusters Score -509462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -509461.437500 Penalty: 4110.988770
	Iteration 45Q: 3 clusters Score -509461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -509461.437500 Penalty: 4110.988770
	Iteration 46F: 3 clusters Score -509461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -111701.554688 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -111701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109794.429688 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -109794.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110394.187500 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -110394.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110736.070312 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -110736.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110893.828125 Penalty: 3463.959717
	Iteration 3F: 3 clusters Score -110893.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110965.343750 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -110965.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110986.148438 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -110986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110992.546875 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -110992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111003.062500 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -111003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -111006.976562 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -111007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111010.351562 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -111010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -111017.000000 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -111017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111028.054688 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -111028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111032.906250 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -111032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111033.437500 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -111033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111033.437500 Penalty: 3463.959717
	Iteration 14F: 3 clusters Score -111033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -384322.687500 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -384322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380916.031250 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -380916 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -381733.750000 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -381733.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -381985.218750 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -381985.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382151.781250 Penalty: 4015.265869
	Iteration 3F: 3 clusters Score -382151.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -382270.500000 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -382270.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382367.750000 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -382367.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -382459.593750 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -382459.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -382561.437500 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -382561.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -382684.843750 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -382684.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -382784.062500 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -382784.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -382892.343750 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -382892.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -382978.406250 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -382978.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -383046.250000 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -383046.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -383110.187500 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -383110.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -383204.031250 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -383204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -383292.031250 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -383292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -383375.375000 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -383375.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -383439.593750 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -383439.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -383501.281250 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -383501.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -383556.625000 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -383556.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -383587.656250 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -383587.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -383603.562500 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -383603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -383611.687500 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -383611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -383615.593750 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -383615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -383621.406250 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -383621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -383625.968750 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -383626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -383630.500000 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -383630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383634.000000 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -383634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -383639.250000 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -383639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -383641.687500 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -383641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -383643.156250 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -383643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -383644.500000 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -383644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -383645.062500 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -383645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -383646.000000 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -383646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -383646.218750 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -383646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -383647.437500 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -383647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -383647.218750 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -383647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -383652.000000 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -383652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -383656.125000 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -383656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -383659.250000 Penalty: 4015.265869
	Iteration 39Q: 3 clusters Score -383659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -383664.937500 Penalty: 4015.265869
	Iteration 40F: 3 clusters Score -383664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -383667.437500 Penalty: 4015.265869
	Iteration 41Q: 3 clusters Score -383667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -383669.937500 Penalty: 4015.265869
	Iteration 42Q: 3 clusters Score -383669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -383672.562500 Penalty: 4015.265869
	Iteration 43Q: 3 clusters Score -383672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -383673.343750 Penalty: 4015.265869
	Iteration 44Q: 3 clusters Score -383673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -383675.468750 Penalty: 4015.265869
	Iteration 45Q: 3 clusters Score -383675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -383677.531250 Penalty: 4015.265869
	Iteration 46Q: 3 clusters Score -383677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -383678.750000 Penalty: 4015.265869
	Iteration 47Q: 3 clusters Score -383678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -383680.437500 Penalty: 4015.265869
	Iteration 48Q: 3 clusters Score -383680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -383682.000000 Penalty: 4015.265869
	Iteration 49Q: 3 clusters Score -383682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -383682.125000 Penalty: 4015.265869
	Iteration 50Q: 3 clusters Score -383682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -383685.062500 Penalty: 4015.265869
	Iteration 51Q: 3 clusters Score -383685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383689.250000 Penalty: 4015.265869
	Iteration 52Q: 3 clusters Score -383689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -383690.562500 Penalty: 4015.265869
	Iteration 53Q: 3 clusters Score -383690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383690.937500 Penalty: 4015.265869
	Iteration 54Q: 3 clusters Score -383690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -383691.031250 Penalty: 4015.265869
	Iteration 55Q: 3 clusters Score -383691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -383695.156250 Penalty: 4015.265869
	Iteration 56Q: 3 clusters Score -383695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -383699.968750 Penalty: 4015.265869
	Iteration 57Q: 3 clusters Score -383700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -383705.562500 Penalty: 4015.265869
	Iteration 58Q: 3 clusters Score -383705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -383712.312500 Penalty: 4015.265869
	Iteration 59Q: 3 clusters Score -383712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -383717.093750 Penalty: 4015.265869
	Iteration 60F: 3 clusters Score -383717.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383722.437500 Penalty: 4015.265869
	Iteration 61Q: 3 clusters Score -383722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -383726.343750 Penalty: 4015.265869
	Iteration 62Q: 3 clusters Score -383726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -383727.843750 Penalty: 4015.265869
	Iteration 63Q: 3 clusters Score -383727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -383728.875000 Penalty: 4015.265869
	Iteration 64Q: 3 clusters Score -383728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -383730.875000 Penalty: 4015.265869
	Iteration 65Q: 3 clusters Score -383730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -383735.718750 Penalty: 4015.265869
	Iteration 66Q: 3 clusters Score -383735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -383743.656250 Penalty: 4015.265869
	Iteration 67Q: 3 clusters Score -383743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -383745.750000 Penalty: 4015.265869
	Iteration 68Q: 3 clusters Score -383745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -383747.062500 Penalty: 4015.265869
	Iteration 69Q: 3 clusters Score -383747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -383751.031250 Penalty: 4015.265869
	Iteration 70Q: 3 clusters Score -383751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -383754.625000 Penalty: 4015.265869
	Iteration 71Q: 3 clusters Score -383754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383758.031250 Penalty: 4015.265869
	Iteration 72Q: 3 clusters Score -383758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383758.687500 Penalty: 4015.265869
	Iteration 73Q: 3 clusters Score -383758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383759.250000 Penalty: 4015.265869
	Iteration 74Q: 3 clusters Score -383759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383759.250000 Penalty: 4015.265869
	Iteration 75F: 3 clusters Score -383759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -366414.093750 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -366414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -363188.218750 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -363188.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -363901.437500 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -363901.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -364120.781250 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -364120.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -364284.593750 Penalty: 3959.109131
	Iteration 3F: 3 clusters Score -364284.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -364450.500000 Penalty: 3959.109131
	Iteration 4F: 3 clusters Score -364450.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -364638.125000 Penalty: 3959.109131
	Iteration 5F: 3 clusters Score -364638.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -364896.625000 Penalty: 3959.109131
	Iteration 6F: 3 clusters Score -364896.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -365186.156250 Penalty: 3959.109131
	Iteration 7F: 3 clusters Score -365186.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -365349.687500 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -365349.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -365462.375000 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -365462.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -365565.718750 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -365565.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -365671.531250 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -365671.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -365766.125000 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -365766.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -365855.156250 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -365855.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -365945.343750 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -365945.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -366014.156250 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -366014.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366062.593750 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -366062.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366085.250000 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -366085.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -366097.281250 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -366097.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366107.875000 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -366107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366116.250000 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -366116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -366122.625000 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -366122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -366126.468750 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -366126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -366128.781250 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -366128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366129.031250 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -366129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -366130.125000 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -366130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366129.812500 Penalty: 3959.109131
	Iteration 26Q: 3 clusters Score -366129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366130.843750 Penalty: 3959.109131
	Iteration 27Q: 3 clusters Score -366130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366130.843750 Penalty: 3959.109131
	Iteration 28F: 3 clusters Score -366130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -98884.523438 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -98884.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97171.320312 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -97171.32 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97442.601562 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -97442.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97506.187500 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -97506.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97529.429688 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -97529.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97538.195312 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -97538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97540.156250 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -97540.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97544.203125 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -97544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97544.203125 Penalty: 3297.896240
	Iteration 7F: 3 clusters Score -97544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Entering Unmasked Estep 
Score: -3985682.000000 Penalty: 2560.662598
	Iteration 0F: 2 clusters Score -3985682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3964769.500000 Penalty: 5121.325195
	Iteration 0F: 3 clusters Score -3964770 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3972325.500000 Penalty: 5121.325195
	Iteration 1F: 3 clusters Score -3972326 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3972814.500000 Penalty: 5121.325195
	Iteration 2Q: 3 clusters Score -3972814 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3973294.500000 Penalty: 5121.325195
	Iteration 3Q: 3 clusters Score -3973294 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3973767.250000 Penalty: 5121.325195
	Iteration 4Q: 3 clusters Score -3973767 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3974250.750000 Penalty: 5121.325195
	Iteration 5Q: 3 clusters Score -3974251 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3974766.000000 Penalty: 5121.325195
	Iteration 6Q: 3 clusters Score -3974766 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3975409.000000 Penalty: 5121.325195
	Iteration 7Q: 3 clusters Score -3975409 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3976200.500000 Penalty: 5121.325195
	Iteration 8Q: 3 clusters Score -3976200 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3977233.750000 Penalty: 5121.325195
	Iteration 9F: 3 clusters Score -3977234 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3978361.000000 Penalty: 5121.325195
	Iteration 10F: 3 clusters Score -3978361 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3979485.250000 Penalty: 5121.325195
	Iteration 11F: 3 clusters Score -3979485 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3980512.250000 Penalty: 5121.325195
	Iteration 12Q: 3 clusters Score -3980512 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3981310.250000 Penalty: 5121.325195
	Iteration 13Q: 3 clusters Score -3981310 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3981940.500000 Penalty: 5121.325195
	Iteration 14Q: 3 clusters Score -3981940 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3982437.750000 Penalty: 5121.325195
	Iteration 15Q: 3 clusters Score -3982438 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3982765.500000 Penalty: 5121.325195
	Iteration 16Q: 3 clusters Score -3982766 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3983024.000000 Penalty: 5121.325195
	Iteration 17Q: 3 clusters Score -3983024 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3983153.500000 Penalty: 5121.325195
	Iteration 18Q: 3 clusters Score -3983154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3983254.500000 Penalty: 5121.325195
	Iteration 19Q: 3 clusters Score -3983254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3983310.750000 Penalty: 5121.325195
	Iteration 20F: 3 clusters Score -3983311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3983354.500000 Penalty: 5121.325195
	Iteration 21Q: 3 clusters Score -3983354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3983382.000000 Penalty: 5121.325195
	Iteration 22Q: 3 clusters Score -3983382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3983404.500000 Penalty: 5121.325195
	Iteration 23Q: 3 clusters Score -3983404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3983419.250000 Penalty: 5121.325195
	Iteration 24Q: 3 clusters Score -3983419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3983431.500000 Penalty: 5121.325195
	Iteration 25Q: 3 clusters Score -3983432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3983446.750000 Penalty: 5121.325195
	Iteration 26Q: 3 clusters Score -3983447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3983452.000000 Penalty: 5121.325195
	Iteration 27Q: 3 clusters Score -3983452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3983460.750000 Penalty: 5121.325195
	Iteration 28Q: 3 clusters Score -3983461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3983466.500000 Penalty: 5121.325195
	Iteration 29Q: 3 clusters Score -3983466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3983468.250000 Penalty: 5121.325195
	Iteration 30Q: 3 clusters Score -3983468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3983471.750000 Penalty: 5121.325195
	Iteration 31Q: 3 clusters Score -3983472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3983482.500000 Penalty: 5121.325195
	Iteration 32Q: 3 clusters Score -3983482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3983482.500000 Penalty: 5121.325195
	Iteration 33Q: 3 clusters Score -3983482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3983482.500000 Penalty: 5121.325195
	Iteration 34F: 3 clusters Score -3983482 nChanged 0
--- Evaluating fit on full set of 2647627 points ---
Entering Unmasked Estep 
Score: -333922304.000000 Penalty: 157711.750000
22->44 Clusters: Score -333922304.000000, best is -334187168.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 882542 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 40060 members 
Mstep: Class 3 contains 39942 members 
Mstep: Class 4 contains 39914 members 
Mstep: Class 5 contains 39884 members 
Mstep: Class 6 contains 40130 members 
Mstep: Class 7 contains 40132 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 40182 members 
Mstep: Class 10 contains 40372 members 
Mstep: Class 11 contains 40269 members 
Mstep: Class 12 contains 40064 members 
Mstep: Class 13 contains 40011 members 
Mstep: Class 14 contains 39620 members 
Mstep: Class 15 contains 39811 members 
Mstep: Class 16 contains 40323 members 
Mstep: Class 17 contains 40483 members 
Mstep: Class 18 contains 40199 members 
Mstep: Class 19 contains 40057 members 
Mstep: Class 20 contains 40256 members 
Mstep: Class 21 contains 40250 members 
Mstep: Class 22 contains 40099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1158.853638 but Gain 3395.257812
Score: -104306200.000000 Penalty: 71300.445312
Iteration 0F: 22 clusters Score -1.043062e+08 nChanged 838662
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 66966 members 
Mstep: Class 3 contains 36300 members 
Mstep: Class 4 contains 48702 members 
Mstep: Class 5 contains 51797 members 
Mstep: Class 6 contains 30596 members 
Mstep: Class 7 contains 29593 members 
Mstep: Class 8 contains 99847 members 
Mstep: Class 9 contains 39373 members 
Mstep: Class 10 contains 24799 members 
Mstep: Class 11 contains 53682 members 
Mstep: Class 12 contains 30290 members 
Mstep: Class 13 contains 22103 members 
Mstep: Class 14 contains 41500 members 
Mstep: Class 15 contains 26396 members 
Mstep: Class 16 contains 55956 members 
Mstep: Class 17 contains 20838 members 
Mstep: Class 19 contains 25901 members 
Mstep: Class 20 contains 41348 members 
Mstep: Class 21 contains 51176 members 
Mstep: Class 22 contains 21929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108255984.000000 Penalty: 71300.445312
Iteration 1F: 22 clusters Score -1.08256e+08 nChanged 445186
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 96019 members 
Mstep: Class 3 contains 37658 members 
Mstep: Class 4 contains 17546 members 
Mstep: Class 5 contains 32389 members 
Mstep: Class 6 contains 19300 members 
Mstep: Class 7 contains 29434 members 
Mstep: Class 8 contains 160443 members 
Mstep: Class 9 contains 15182 members 
Mstep: Class 10 contains 17040 members 
Mstep: Class 11 contains 47088 members 
Mstep: Class 12 contains 37267 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 42690 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 88890 members 
Mstep: Class 17 contains 12957 members 
Mstep: Class 19 contains 21605 members 
Mstep: Class 20 contains 36517 members 
Mstep: Class 21 contains 53690 members 
Mstep: Class 22 contains 24794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109737440.000000 Penalty: 71300.445312
Iteration 2F: 22 clusters Score -1.097374e+08 nChanged 279321
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 113070 members 
Mstep: Class 3 contains 24179 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 35326 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 34084 members 
Mstep: Class 8 contains 171623 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 10 contains 12968 members 
Mstep: Class 11 contains 48846 members 
Mstep: Class 12 contains 41804 members 
Mstep: Class 13 contains 18646 members 
Mstep: Class 14 contains 38147 members 
Mstep: Class 15 contains 24407 members 
Mstep: Class 16 contains 112813 members 
Mstep: Class 17 contains 7149 members 
Mstep: Class 19 contains 17300 members 
Mstep: Class 20 contains 34911 members 
Mstep: Class 21 contains 43344 members 
Mstep: Class 22 contains 23937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110385912.000000 Penalty: 71300.445312
Iteration 3F: 22 clusters Score -1.103859e+08 nChanged 179598
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 126889 members 
Mstep: Class 3 contains 15732 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 37125 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 39303 members 
Mstep: Class 8 contains 165273 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 46355 members 
Mstep: Class 12 contains 50858 members 
Mstep: Class 13 contains 17768 members 
Mstep: Class 14 contains 37096 members 
Mstep: Class 15 contains 22437 members 
Mstep: Class 16 contains 134791 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 19 contains 17437 members 
Mstep: Class 20 contains 30545 members 
Mstep: Class 21 contains 29561 members 
Mstep: Class 22 contains 23575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110671712.000000 Penalty: 71300.445312
Iteration 4F: 22 clusters Score -1.106717e+08 nChanged 111708
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 136575 members 
Mstep: Class 3 contains 12336 members 
Mstep: Class 4 contains 11881 members 
Mstep: Class 5 contains 35848 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 41807 members 
Mstep: Class 8 contains 161749 members 
Mstep: Class 9 contains 3894 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 43709 members 
Mstep: Class 12 contains 56232 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 37125 members 
Mstep: Class 15 contains 20308 members 
Mstep: Class 16 contains 149489 members 
Mstep: Class 17 contains 4839 members 
Mstep: Class 19 contains 18478 members 
Mstep: Class 20 contains 26315 members 
Mstep: Class 21 contains 20937 members 
Mstep: Class 22 contains 22562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110827432.000000 Penalty: 71300.445312
Iteration 5F: 22 clusters Score -1.108274e+08 nChanged 72493
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 141247 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 12371 members 
Mstep: Class 5 contains 34439 members 
Mstep: Class 6 contains 15829 members 
Mstep: Class 7 contains 45568 members 
Mstep: Class 8 contains 160868 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 10551 members 
Mstep: Class 11 contains 40835 members 
Mstep: Class 12 contains 58004 members 
Mstep: Class 13 contains 14825 members 
Mstep: Class 14 contains 37328 members 
Mstep: Class 15 contains 18998 members 
Mstep: Class 16 contains 158952 members 
Mstep: Class 17 contains 4829 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 25048 members 
Mstep: Class 21 contains 15054 members 
Mstep: Class 22 contains 20603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907376.000000 Penalty: 71300.445312
Iteration 6F: 22 clusters Score -1.109074e+08 nChanged 49948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 143206 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 13062 members 
Mstep: Class 5 contains 33308 members 
Mstep: Class 6 contains 15675 members 
Mstep: Class 7 contains 48285 members 
Mstep: Class 8 contains 160957 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 11793 members 
Mstep: Class 11 contains 38221 members 
Mstep: Class 12 contains 58328 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 37470 members 
Mstep: Class 15 contains 18549 members 
Mstep: Class 16 contains 165252 members 
Mstep: Class 17 contains 4830 members 
Mstep: Class 19 contains 17607 members 
Mstep: Class 20 contains 24911 members 
Mstep: Class 21 contains 11989 members 
Mstep: Class 22 contains 18469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110945712.000000 Penalty: 71300.445312
Iteration 7F: 22 clusters Score -1.109457e+08 nChanged 35793
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 143735 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 32966 members 
Mstep: Class 6 contains 15180 members 
Mstep: Class 7 contains 49892 members 
Mstep: Class 8 contains 160891 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 12946 members 
Mstep: Class 11 contains 36149 members 
Mstep: Class 12 contains 57640 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 37555 members 
Mstep: Class 15 contains 18441 members 
Mstep: Class 16 contains 170208 members 
Mstep: Class 17 contains 4844 members 
Mstep: Class 19 contains 17086 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 10521 members 
Mstep: Class 22 contains 16367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110970704.000000 Penalty: 71300.445312
Iteration 8Q: 22 clusters Score -1.109707e+08 nChanged 27746
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 143456 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 14804 members 
Mstep: Class 5 contains 33205 members 
Mstep: Class 6 contains 14406 members 
Mstep: Class 7 contains 51060 members 
Mstep: Class 8 contains 160549 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 11 contains 34414 members 
Mstep: Class 12 contains 55941 members 
Mstep: Class 13 contains 14762 members 
Mstep: Class 14 contains 37567 members 
Mstep: Class 15 contains 18352 members 
Mstep: Class 16 contains 174454 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 19 contains 16638 members 
Mstep: Class 20 contains 26750 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 14244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110990712.000000 Penalty: 71300.445312
Iteration 9Q: 22 clusters Score -1.109907e+08 nChanged 23050
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 142637 members 
Mstep: Class 3 contains 11117 members 
Mstep: Class 4 contains 15670 members 
Mstep: Class 5 contains 33890 members 
Mstep: Class 6 contains 13709 members 
Mstep: Class 7 contains 51970 members 
Mstep: Class 8 contains 160109 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 14859 members 
Mstep: Class 11 contains 32476 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 14898 members 
Mstep: Class 14 contains 37460 members 
Mstep: Class 15 contains 18312 members 
Mstep: Class 16 contains 178443 members 
Mstep: Class 17 contains 4767 members 
Mstep: Class 19 contains 16323 members 
Mstep: Class 20 contains 29501 members 
Mstep: Class 21 contains 9028 members 
Mstep: Class 22 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111004320.000000 Penalty: 71300.445312
Iteration 10Q: 22 clusters Score -1.110043e+08 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 141465 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 16387 members 
Mstep: Class 5 contains 34749 members 
Mstep: Class 6 contains 13151 members 
Mstep: Class 7 contains 52678 members 
Mstep: Class 8 contains 159617 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 15817 members 
Mstep: Class 11 contains 30852 members 
Mstep: Class 12 contains 50714 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 37214 members 
Mstep: Class 15 contains 18494 members 
Mstep: Class 16 contains 182092 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 19 contains 16087 members 
Mstep: Class 20 contains 31344 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 11062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 22 clusters Score -1.110149e+08 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 139911 members 
Mstep: Class 3 contains 11225 members 
Mstep: Class 4 contains 17016 members 
Mstep: Class 5 contains 35853 members 
Mstep: Class 6 contains 12695 members 
Mstep: Class 7 contains 53170 members 
Mstep: Class 8 contains 159139 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 16774 members 
Mstep: Class 11 contains 29560 members 
Mstep: Class 12 contains 48694 members 
Mstep: Class 13 contains 15300 members 
Mstep: Class 14 contains 36879 members 
Mstep: Class 15 contains 18911 members 
Mstep: Class 16 contains 184900 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 19 contains 15935 members 
Mstep: Class 20 contains 32442 members 
Mstep: Class 21 contains 8080 members 
Mstep: Class 22 contains 10531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111023200.000000 Penalty: 71300.445312
Iteration 12Q: 22 clusters Score -1.110232e+08 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 137881 members 
Mstep: Class 3 contains 11240 members 
Mstep: Class 4 contains 17558 members 
Mstep: Class 5 contains 37416 members 
Mstep: Class 6 contains 12278 members 
Mstep: Class 7 contains 53567 members 
Mstep: Class 8 contains 158844 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 17630 members 
Mstep: Class 11 contains 28608 members 
Mstep: Class 12 contains 47507 members 
Mstep: Class 13 contains 15535 members 
Mstep: Class 14 contains 36586 members 
Mstep: Class 15 contains 19421 members 
Mstep: Class 16 contains 186573 members 
Mstep: Class 17 contains 4216 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 20 contains 33162 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111029144.000000 Penalty: 71300.445312
Iteration 13Q: 22 clusters Score -1.110291e+08 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 135320 members 
Mstep: Class 3 contains 11250 members 
Mstep: Class 4 contains 18045 members 
Mstep: Class 5 contains 39452 members 
Mstep: Class 6 contains 11885 members 
Mstep: Class 7 contains 53885 members 
Mstep: Class 8 contains 158630 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 18440 members 
Mstep: Class 11 contains 27849 members 
Mstep: Class 12 contains 46964 members 
Mstep: Class 13 contains 15732 members 
Mstep: Class 14 contains 36323 members 
Mstep: Class 15 contains 20091 members 
Mstep: Class 16 contains 187323 members 
Mstep: Class 17 contains 4012 members 
Mstep: Class 19 contains 15770 members 
Mstep: Class 20 contains 33739 members 
Mstep: Class 21 contains 7307 members 
Mstep: Class 22 contains 9946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111033664.000000 Penalty: 71300.445312
Iteration 14Q: 22 clusters Score -1.110337e+08 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 132146 members 
Mstep: Class 3 contains 11254 members 
Mstep: Class 4 contains 18497 members 
Mstep: Class 5 contains 42189 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 54122 members 
Mstep: Class 8 contains 158448 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 19105 members 
Mstep: Class 11 contains 27304 members 
Mstep: Class 12 contains 46688 members 
Mstep: Class 13 contains 15887 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 187619 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 19 contains 15731 members 
Mstep: Class 20 contains 34195 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 22 clusters Score -1.110395e+08 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 128126 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 18931 members 
Mstep: Class 5 contains 45683 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 54299 members 
Mstep: Class 8 contains 158329 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 26861 members 
Mstep: Class 12 contains 46497 members 
Mstep: Class 13 contains 16027 members 
Mstep: Class 14 contains 35665 members 
Mstep: Class 15 contains 21717 members 
Mstep: Class 16 contains 187627 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 19 contains 15710 members 
Mstep: Class 20 contains 34591 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 22 clusters Score -1.110462e+08 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 123449 members 
Mstep: Class 3 contains 11260 members 
Mstep: Class 4 contains 19369 members 
Mstep: Class 5 contains 49919 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 54390 members 
Mstep: Class 8 contains 158238 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 20174 members 
Mstep: Class 11 contains 26503 members 
Mstep: Class 12 contains 46339 members 
Mstep: Class 13 contains 16158 members 
Mstep: Class 14 contains 35437 members 
Mstep: Class 15 contains 22584 members 
Mstep: Class 16 contains 187439 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 19 contains 15706 members 
Mstep: Class 20 contains 34951 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 9386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111055880.000000 Penalty: 71300.445312
Iteration 17Q: 22 clusters Score -1.110559e+08 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 118576 members 
Mstep: Class 3 contains 11260 members 
Mstep: Class 4 contains 19756 members 
Mstep: Class 5 contains 54359 members 
Mstep: Class 6 contains 10801 members 
Mstep: Class 7 contains 54444 members 
Mstep: Class 8 contains 158209 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 20588 members 
Mstep: Class 11 contains 26226 members 
Mstep: Class 12 contains 46239 members 
Mstep: Class 13 contains 16267 members 
Mstep: Class 14 contains 35266 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 187100 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 19 contains 15708 members 
Mstep: Class 20 contains 35267 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 9295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 22 clusters Score -1.110679e+08 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 114100 members 
Mstep: Class 3 contains 11270 members 
Mstep: Class 4 contains 20110 members 
Mstep: Class 5 contains 58117 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 54513 members 
Mstep: Class 8 contains 158466 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 21045 members 
Mstep: Class 11 contains 26037 members 
Mstep: Class 12 contains 46176 members 
Mstep: Class 13 contains 16372 members 
Mstep: Class 14 contains 35107 members 
Mstep: Class 15 contains 23989 members 
Mstep: Class 16 contains 186679 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 19 contains 15715 members 
Mstep: Class 20 contains 35528 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 9260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 22 clusters Score -1.110772e+08 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 110398 members 
Mstep: Class 3 contains 11275 members 
Mstep: Class 4 contains 20416 members 
Mstep: Class 5 contains 60758 members 
Mstep: Class 6 contains 10401 members 
Mstep: Class 7 contains 54654 members 
Mstep: Class 8 contains 158886 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 21564 members 
Mstep: Class 11 contains 25887 members 
Mstep: Class 12 contains 46149 members 
Mstep: Class 13 contains 16446 members 
Mstep: Class 14 contains 35059 members 
Mstep: Class 15 contains 24483 members 
Mstep: Class 16 contains 186188 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 35765 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 9274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 22 clusters Score -1.110846e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 107460 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 62154 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 54942 members 
Mstep: Class 8 contains 159410 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 22222 members 
Mstep: Class 11 contains 25566 members 
Mstep: Class 12 contains 46080 members 
Mstep: Class 13 contains 16546 members 
Mstep: Class 14 contains 35082 members 
Mstep: Class 15 contains 25129 members 
Mstep: Class 16 contains 185704 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 19 contains 15750 members 
Mstep: Class 20 contains 36002 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 9316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 21Q: 22 clusters Score -1.110884e+08 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 105242 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 20850 members 
Mstep: Class 5 contains 62961 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 55360 members 
Mstep: Class 8 contains 159813 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 22742 members 
Mstep: Class 11 contains 25255 members 
Mstep: Class 12 contains 46074 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 35168 members 
Mstep: Class 15 contains 25599 members 
Mstep: Class 16 contains 185257 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 19 contains 15743 members 
Mstep: Class 20 contains 36241 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 9337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 22 clusters Score -1.110904e+08 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 103433 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 21029 members 
Mstep: Class 5 contains 63443 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 55770 members 
Mstep: Class 8 contains 160112 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 23385 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 46104 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 35239 members 
Mstep: Class 15 contains 25981 members 
Mstep: Class 16 contains 184809 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 19 contains 15750 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 9322 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -1.110922e+08 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 101991 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 21145 members 
Mstep: Class 5 contains 63677 members 
Mstep: Class 6 contains 9996 members 
Mstep: Class 7 contains 56170 members 
Mstep: Class 8 contains 160366 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 24095 members 
Mstep: Class 11 contains 24626 members 
Mstep: Class 12 contains 46106 members 
Mstep: Class 13 contains 16993 members 
Mstep: Class 14 contains 35307 members 
Mstep: Class 15 contains 26313 members 
Mstep: Class 16 contains 184390 members 
Mstep: Class 17 contains 3167 members 
Mstep: Class 19 contains 15748 members 
Mstep: Class 20 contains 36679 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 9328 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -1.110935e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 100806 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 21246 members 
Mstep: Class 5 contains 63763 members 
Mstep: Class 6 contains 9911 members 
Mstep: Class 7 contains 56544 members 
Mstep: Class 8 contains 160576 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 24872 members 
Mstep: Class 11 contains 24284 members 
Mstep: Class 12 contains 46136 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 35362 members 
Mstep: Class 15 contains 26585 members 
Mstep: Class 16 contains 184000 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 19 contains 15747 members 
Mstep: Class 20 contains 36862 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 9325 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -1.110944e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 99837 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 21326 members 
Mstep: Class 5 contains 63785 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 56870 members 
Mstep: Class 8 contains 160712 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 25659 members 
Mstep: Class 11 contains 23959 members 
Mstep: Class 12 contains 46165 members 
Mstep: Class 13 contains 17167 members 
Mstep: Class 14 contains 35399 members 
Mstep: Class 15 contains 26803 members 
Mstep: Class 16 contains 183657 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 19 contains 15728 members 
Mstep: Class 20 contains 37021 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 9331 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -1.110949e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 99036 members 
Mstep: Class 3 contains 11302 members 
Mstep: Class 4 contains 21384 members 
Mstep: Class 5 contains 63734 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 57162 members 
Mstep: Class 8 contains 160821 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 11 contains 23591 members 
Mstep: Class 12 contains 46211 members 
Mstep: Class 13 contains 17212 members 
Mstep: Class 14 contains 35421 members 
Mstep: Class 15 contains 26988 members 
Mstep: Class 16 contains 183351 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 19 contains 15710 members 
Mstep: Class 20 contains 37154 members 
Mstep: Class 21 contains 5931 members 
Mstep: Class 22 contains 9364 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -1.110955e+08 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 98333 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 21441 members 
Mstep: Class 5 contains 63634 members 
Mstep: Class 6 contains 9754 members 
Mstep: Class 7 contains 57410 members 
Mstep: Class 8 contains 160946 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 27193 members 
Mstep: Class 11 contains 23197 members 
Mstep: Class 12 contains 46261 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 35394 members 
Mstep: Class 15 contains 27132 members 
Mstep: Class 16 contains 183107 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 19 contains 15691 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 9409 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -1.110959e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 97709 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 21499 members 
Mstep: Class 5 contains 63511 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 57624 members 
Mstep: Class 8 contains 161027 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 27887 members 
Mstep: Class 11 contains 22731 members 
Mstep: Class 12 contains 46337 members 
Mstep: Class 13 contains 17282 members 
Mstep: Class 14 contains 35388 members 
Mstep: Class 15 contains 27313 members 
Mstep: Class 16 contains 182964 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 37333 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 9462 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.110971e+08 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 97196 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 21541 members 
Mstep: Class 5 contains 63345 members 
Mstep: Class 6 contains 9704 members 
Mstep: Class 7 contains 57794 members 
Mstep: Class 8 contains 161099 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 11 contains 22255 members 
Mstep: Class 12 contains 46387 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 35398 members 
Mstep: Class 15 contains 27491 members 
Mstep: Class 16 contains 182900 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 37377 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 9500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111097944.000000 Penalty: 71300.445312
Iteration 30Q: 22 clusters Score -1.110979e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 96773 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 21580 members 
Mstep: Class 5 contains 63184 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 57923 members 
Mstep: Class 8 contains 161167 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 29126 members 
Mstep: Class 11 contains 21717 members 
Mstep: Class 12 contains 46399 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 35385 members 
Mstep: Class 15 contains 27728 members 
Mstep: Class 16 contains 182986 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 19 contains 15645 members 
Mstep: Class 20 contains 37375 members 
Mstep: Class 21 contains 5939 members 
Mstep: Class 22 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111098656.000000 Penalty: 71300.445312
Iteration 31Q: 22 clusters Score -1.110987e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 96394 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 21618 members 
Mstep: Class 5 contains 62999 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 58015 members 
Mstep: Class 8 contains 161251 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 29645 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 46329 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 35367 members 
Mstep: Class 15 contains 28005 members 
Mstep: Class 16 contains 183209 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 37327 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 9560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111100200.000000 Penalty: 71300.445312
Iteration 32Q: 22 clusters Score -1.111002e+08 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 96069 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 21652 members 
Mstep: Class 5 contains 62824 members 
Mstep: Class 6 contains 9658 members 
Mstep: Class 7 contains 58106 members 
Mstep: Class 8 contains 161311 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 20589 members 
Mstep: Class 12 contains 46144 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 35323 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 183582 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 37100 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111102184.000000 Penalty: 71300.445312
Iteration 33Q: 22 clusters Score -1.111022e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 95778 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 21687 members 
Mstep: Class 5 contains 62644 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 58192 members 
Mstep: Class 8 contains 161354 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 30634 members 
Mstep: Class 11 contains 20214 members 
Mstep: Class 12 contains 45813 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 35223 members 
Mstep: Class 15 contains 28912 members 
Mstep: Class 16 contains 184096 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 36716 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111104184.000000 Penalty: 71300.445312
Iteration 34Q: 22 clusters Score -1.111042e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 95524 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 21723 members 
Mstep: Class 5 contains 62465 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 58246 members 
Mstep: Class 8 contains 161371 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 31160 members 
Mstep: Class 11 contains 20033 members 
Mstep: Class 12 contains 45355 members 
Mstep: Class 13 contains 17355 members 
Mstep: Class 14 contains 35066 members 
Mstep: Class 15 contains 29402 members 
Mstep: Class 16 contains 184714 members 
Mstep: Class 17 contains 3144 members 
Mstep: Class 19 contains 15601 members 
Mstep: Class 20 contains 36229 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 9594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111105432.000000 Penalty: 71300.445312
Iteration 35Q: 22 clusters Score -1.111054e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 95259 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 21753 members 
Mstep: Class 5 contains 62301 members 
Mstep: Class 6 contains 9628 members 
Mstep: Class 7 contains 58279 members 
Mstep: Class 8 contains 161422 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 31667 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 44871 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 14 contains 34861 members 
Mstep: Class 15 contains 29754 members 
Mstep: Class 16 contains 185419 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 19 contains 15593 members 
Mstep: Class 20 contains 35749 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 9593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111106664.000000 Penalty: 71300.445312
Iteration 36Q: 22 clusters Score -1.111067e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 95061 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 21779 members 
Mstep: Class 5 contains 62137 members 
Mstep: Class 6 contains 9627 members 
Mstep: Class 7 contains 58305 members 
Mstep: Class 8 contains 161443 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 11 contains 19958 members 
Mstep: Class 12 contains 44463 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 14 contains 34603 members 
Mstep: Class 15 contains 29959 members 
Mstep: Class 16 contains 186082 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 6105 members 
Mstep: Class 22 contains 9584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111106568.000000 Penalty: 71300.445312
Iteration 37Q: 22 clusters Score -1.111066e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 94874 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 21797 members 
Mstep: Class 5 contains 61958 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 58322 members 
Mstep: Class 8 contains 161458 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 32620 members 
Mstep: Class 11 contains 19959 members 
Mstep: Class 12 contains 44178 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 34308 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 186671 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 19 contains 15581 members 
Mstep: Class 20 contains 35154 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 9580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111106984.000000 Penalty: 71300.445312
Iteration 38Q: 22 clusters Score -1.11107e+08 nChanged 1795
Entering ConstructFrom: 
Score: -111106984.000000 Penalty: 71300.445312
Entering ConstructFrom: 
Trying to split cluster 1 (24999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Entering Unmasked Estep 
Score: -3182196.500000 Penalty: 2511.394531
	Iteration 0F: 2 clusters Score -3182196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3164987.250000 Penalty: 5022.789062
	Iteration 0F: 3 clusters Score -3164987 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3171796.750000 Penalty: 5022.789062
	Iteration 1F: 3 clusters Score -3171797 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3172946.500000 Penalty: 5022.789062
	Iteration 2F: 3 clusters Score -3172946 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3174190.250000 Penalty: 5022.789062
	Iteration 3F: 3 clusters Score -3174190 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3175435.250000 Penalty: 5022.789062
	Iteration 4F: 3 clusters Score -3175435 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3176683.750000 Penalty: 5022.789062
	Iteration 5F: 3 clusters Score -3176684 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3177906.250000 Penalty: 5022.789062
	Iteration 6F: 3 clusters Score -3177906 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3179247.000000 Penalty: 5022.789062
	Iteration 7F: 3 clusters Score -3179247 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3180564.250000 Penalty: 5022.789062
	Iteration 8F: 3 clusters Score -3180564 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3181473.250000 Penalty: 5022.789062
	Iteration 9Q: 3 clusters Score -3181473 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3181967.250000 Penalty: 5022.789062
	Iteration 10Q: 3 clusters Score -3181967 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3182183.250000 Penalty: 5022.789062
	Iteration 11Q: 3 clusters Score -3182183 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3182288.750000 Penalty: 5022.789062
	Iteration 12Q: 3 clusters Score -3182289 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3182336.750000 Penalty: 5022.789062
	Iteration 13Q: 3 clusters Score -3182337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3182368.500000 Penalty: 5022.789062
	Iteration 14Q: 3 clusters Score -3182368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3182382.250000 Penalty: 5022.789062
	Iteration 15Q: 3 clusters Score -3182382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3182399.500000 Penalty: 5022.789062
	Iteration 16Q: 3 clusters Score -3182400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3182408.250000 Penalty: 5022.789062
	Iteration 17Q: 3 clusters Score -3182408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3182411.250000 Penalty: 5022.789062
	Iteration 18Q: 3 clusters Score -3182411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3182414.500000 Penalty: 5022.789062
	Iteration 19Q: 3 clusters Score -3182414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3182431.250000 Penalty: 5022.789062
	Iteration 20F: 3 clusters Score -3182431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3182451.250000 Penalty: 5022.789062
	Iteration 21Q: 3 clusters Score -3182451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3182484.500000 Penalty: 5022.789062
	Iteration 22Q: 3 clusters Score -3182484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3182499.000000 Penalty: 5022.789062
	Iteration 23Q: 3 clusters Score -3182499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3182533.500000 Penalty: 5022.789062
	Iteration 24Q: 3 clusters Score -3182534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3182570.250000 Penalty: 5022.789062
	Iteration 25Q: 3 clusters Score -3182570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3182700.500000 Penalty: 5022.789062
	Iteration 26Q: 3 clusters Score -3182700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3182898.000000 Penalty: 5022.789062
	Iteration 27Q: 3 clusters Score -3182898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3183049.750000 Penalty: 5022.789062
	Iteration 28Q: 3 clusters Score -3183050 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3183160.000000 Penalty: 5022.789062
	Iteration 29Q: 3 clusters Score -3183160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3183224.750000 Penalty: 5022.789062
	Iteration 30Q: 3 clusters Score -3183225 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3183269.500000 Penalty: 5022.789062
	Iteration 31Q: 3 clusters Score -3183270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3183277.000000 Penalty: 5022.789062
	Iteration 32Q: 3 clusters Score -3183277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3183296.500000 Penalty: 5022.789062
	Iteration 33Q: 3 clusters Score -3183296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3183304.750000 Penalty: 5022.789062
	Iteration 34Q: 3 clusters Score -3183305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3183314.250000 Penalty: 5022.789062
	Iteration 35Q: 3 clusters Score -3183314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3183321.000000 Penalty: 5022.789062
	Iteration 36Q: 3 clusters Score -3183321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3183323.250000 Penalty: 5022.789062
	Iteration 37Q: 3 clusters Score -3183323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3183332.250000 Penalty: 5022.789062
	Iteration 38Q: 3 clusters Score -3183332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3183332.500000 Penalty: 5022.789062
	Iteration 39Q: 3 clusters Score -3183332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3183327.500000 Penalty: 5022.789062
	Iteration 40F: 3 clusters Score -3183328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3183336.000000 Penalty: 5022.789062
	Iteration 41Q: 3 clusters Score -3183336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3183332.750000 Penalty: 5022.789062
	Iteration 42Q: 3 clusters Score -3183333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3183337.500000 Penalty: 5022.789062
	Iteration 43Q: 3 clusters Score -3183338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3183338.250000 Penalty: 5022.789062
	Iteration 44Q: 3 clusters Score -3183338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3183344.750000 Penalty: 5022.789062
	Iteration 45Q: 3 clusters Score -3183345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3183342.750000 Penalty: 5022.789062
	Iteration 46Q: 3 clusters Score -3183343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3183343.750000 Penalty: 5022.789062
	Iteration 47Q: 3 clusters Score -3183344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3183343.500000 Penalty: 5022.789062
	Iteration 48Q: 3 clusters Score -3183344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3183342.500000 Penalty: 5022.789062
	Iteration 49Q: 3 clusters Score -3183342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3183345.250000 Penalty: 5022.789062
	Iteration 50Q: 3 clusters Score -3183345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3183343.750000 Penalty: 5022.789062
	Iteration 51Q: 3 clusters Score -3183344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3183347.500000 Penalty: 5022.789062
	Iteration 52Q: 3 clusters Score -3183348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3183344.500000 Penalty: 5022.789062
	Iteration 53Q: 3 clusters Score -3183344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3183344.500000 Penalty: 5022.789062
	Iteration 54F: 3 clusters Score -3183344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 94739 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 21806 members 
Mstep: Class 5 contains 61768 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 22166 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Entering Unmasked Estep 
Score: -111106504.000000 Penalty: 74695.703125
Splitting cluster 1 changes total score from -111106984.000000 to -111106504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (94739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Entering Unmasked Estep 
Score: -12389381.000000 Penalty: 2841.802490
	Iteration 0F: 2 clusters Score -1.238938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -12326183.000000 Penalty: 5683.604980
	Iteration 0F: 3 clusters Score -1.232618e+07 nChanged 44587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -12351088.000000 Penalty: 5683.604980
	Iteration 1F: 3 clusters Score -1.235109e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -12352006.000000 Penalty: 5683.604980
	Iteration 2Q: 3 clusters Score -1.235201e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -12353017.000000 Penalty: 5683.604980
	Iteration 3Q: 3 clusters Score -1.235302e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -12354814.000000 Penalty: 5683.604980
	Iteration 4Q: 3 clusters Score -1.235481e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -12358383.000000 Penalty: 5683.604980
	Iteration 5F: 3 clusters Score -1.235838e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -12363756.000000 Penalty: 5683.604980
	Iteration 6F: 3 clusters Score -1.236376e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -12371191.000000 Penalty: 5683.604980
	Iteration 7F: 3 clusters Score -1.237119e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -12379061.000000 Penalty: 5683.604980
	Iteration 8F: 3 clusters Score -1.237906e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -12384462.000000 Penalty: 5683.604980
	Iteration 9F: 3 clusters Score -1.238446e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -12387459.000000 Penalty: 5683.604980
	Iteration 10Q: 3 clusters Score -1.238746e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -12389217.000000 Penalty: 5683.604980
	Iteration 11Q: 3 clusters Score -1.238922e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -12390331.000000 Penalty: 5683.604980
	Iteration 12Q: 3 clusters Score -1.239033e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -12391020.000000 Penalty: 5683.604980
	Iteration 13Q: 3 clusters Score -1.239102e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -12391311.000000 Penalty: 5683.604980
	Iteration 14Q: 3 clusters Score -1.239131e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -12391468.000000 Penalty: 5683.604980
	Iteration 15Q: 3 clusters Score -1.239147e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -12391553.000000 Penalty: 5683.604980
	Iteration 16Q: 3 clusters Score -1.239155e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -12391587.000000 Penalty: 5683.604980
	Iteration 17Q: 3 clusters Score -1.239159e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -12391623.000000 Penalty: 5683.604980
	Iteration 18Q: 3 clusters Score -1.239162e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -12391626.000000 Penalty: 5683.604980
	Iteration 19Q: 3 clusters Score -1.239163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -12391621.000000 Penalty: 5683.604980
	Iteration 20F: 3 clusters Score -1.239162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -12391635.000000 Penalty: 5683.604980
	Iteration 21Q: 3 clusters Score -1.239164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -12391638.000000 Penalty: 5683.604980
	Iteration 22Q: 3 clusters Score -1.239164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -12391636.000000 Penalty: 5683.604980
	Iteration 23Q: 3 clusters Score -1.239164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -12391638.000000 Penalty: 5683.604980
	Iteration 24Q: 3 clusters Score -1.239164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -12391645.000000 Penalty: 5683.604980
	Iteration 25Q: 3 clusters Score -1.239164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -12391646.000000 Penalty: 5683.604980
	Iteration 26Q: 3 clusters Score -1.239165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -12391634.000000 Penalty: 5683.604980
	Iteration 27Q: 3 clusters Score -1.239163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -12391637.000000 Penalty: 5683.604980
	Iteration 28Q: 3 clusters Score -1.239164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -12391638.000000 Penalty: 5683.604980
	Iteration 29Q: 3 clusters Score -1.239164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -12391642.000000 Penalty: 5683.604980
	Iteration 30Q: 3 clusters Score -1.239164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -12391642.000000 Penalty: 5683.604980
	Iteration 31F: 3 clusters Score -1.239164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 21806 members 
Mstep: Class 5 contains 61768 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Entering Unmasked Estep 
Score: -111109336.000000 Penalty: 74695.703125
Splitting cluster 2 changes total score from -111106984.000000 to -111109336.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 3 (11329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Entering Unmasked Estep 
Score: -1478457.875000 Penalty: 2315.110107
	Iteration 0F: 2 clusters Score -1478458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1470009.125000 Penalty: 4630.220215
	Iteration 0F: 3 clusters Score -1470009 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1472862.250000 Penalty: 4630.220215
	Iteration 1F: 3 clusters Score -1472862 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1473739.250000 Penalty: 4630.220215
	Iteration 2F: 3 clusters Score -1473739 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1474895.375000 Penalty: 4630.220215
	Iteration 3F: 3 clusters Score -1474895 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1476042.125000 Penalty: 4630.220215
	Iteration 4F: 3 clusters Score -1476042 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1476831.750000 Penalty: 4630.220215
	Iteration 5F: 3 clusters Score -1476832 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1477221.875000 Penalty: 4630.220215
	Iteration 6F: 3 clusters Score -1477222 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1477407.000000 Penalty: 4630.220215
	Iteration 7Q: 3 clusters Score -1477407 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1477523.500000 Penalty: 4630.220215
	Iteration 8Q: 3 clusters Score -1477524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1477609.750000 Penalty: 4630.220215
	Iteration 9Q: 3 clusters Score -1477610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1477667.250000 Penalty: 4630.220215
	Iteration 10Q: 3 clusters Score -1477667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1477710.250000 Penalty: 4630.220215
	Iteration 11Q: 3 clusters Score -1477710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1477745.250000 Penalty: 4630.220215
	Iteration 12Q: 3 clusters Score -1477745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1477761.625000 Penalty: 4630.220215
	Iteration 13Q: 3 clusters Score -1477762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1477774.125000 Penalty: 4630.220215
	Iteration 14Q: 3 clusters Score -1477774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1477787.500000 Penalty: 4630.220215
	Iteration 15Q: 3 clusters Score -1477788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1477802.125000 Penalty: 4630.220215
	Iteration 16Q: 3 clusters Score -1477802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1477812.500000 Penalty: 4630.220215
	Iteration 17Q: 3 clusters Score -1477812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1477823.250000 Penalty: 4630.220215
	Iteration 18Q: 3 clusters Score -1477823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1477832.250000 Penalty: 4630.220215
	Iteration 19Q: 3 clusters Score -1477832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1477837.625000 Penalty: 4630.220215
	Iteration 20F: 3 clusters Score -1477838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1477841.750000 Penalty: 4630.220215
	Iteration 21Q: 3 clusters Score -1477842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1477843.125000 Penalty: 4630.220215
	Iteration 22Q: 3 clusters Score -1477843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1477843.125000 Penalty: 4630.220215
	Iteration 23Q: 3 clusters Score -1477843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1477843.500000 Penalty: 4630.220215
	Iteration 24Q: 3 clusters Score -1477844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1477844.375000 Penalty: 4630.220215
	Iteration 25Q: 3 clusters Score -1477844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1477845.125000 Penalty: 4630.220215
	Iteration 26Q: 3 clusters Score -1477845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1477845.125000 Penalty: 4630.220215
	Iteration 27F: 3 clusters Score -1477845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Entering Unmasked Estep 
Score: -2771523.500000 Penalty: 2477.505371
	Iteration 0F: 2 clusters Score -2771524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2756330.500000 Penalty: 4955.010742
	Iteration 0F: 3 clusters Score -2756330 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2762084.000000 Penalty: 4955.010742
	Iteration 1F: 3 clusters Score -2762084 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2763553.000000 Penalty: 4955.010742
	Iteration 2F: 3 clusters Score -2763553 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2765261.500000 Penalty: 4955.010742
	Iteration 3F: 3 clusters Score -2765262 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2766998.750000 Penalty: 4955.010742
	Iteration 4F: 3 clusters Score -2766999 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2768530.500000 Penalty: 4955.010742
	Iteration 5F: 3 clusters Score -2768530 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2769554.750000 Penalty: 4955.010742
	Iteration 6F: 3 clusters Score -2769555 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2770212.000000 Penalty: 4955.010742
	Iteration 7F: 3 clusters Score -2770212 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2770553.000000 Penalty: 4955.010742
	Iteration 8Q: 3 clusters Score -2770553 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2770717.250000 Penalty: 4955.010742
	Iteration 9Q: 3 clusters Score -2770717 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2770799.750000 Penalty: 4955.010742
	Iteration 10Q: 3 clusters Score -2770800 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2770876.000000 Penalty: 4955.010742
	Iteration 11Q: 3 clusters Score -2770876 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2770943.250000 Penalty: 4955.010742
	Iteration 12Q: 3 clusters Score -2770943 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2770984.750000 Penalty: 4955.010742
	Iteration 13Q: 3 clusters Score -2770985 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2771030.750000 Penalty: 4955.010742
	Iteration 14Q: 3 clusters Score -2771031 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2771064.500000 Penalty: 4955.010742
	Iteration 15Q: 3 clusters Score -2771064 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2771086.750000 Penalty: 4955.010742
	Iteration 16Q: 3 clusters Score -2771087 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2771124.250000 Penalty: 4955.010742
	Iteration 17Q: 3 clusters Score -2771124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2771126.000000 Penalty: 4955.010742
	Iteration 18Q: 3 clusters Score -2771126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2771142.000000 Penalty: 4955.010742
	Iteration 19Q: 3 clusters Score -2771142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2771157.000000 Penalty: 4955.010742
	Iteration 20F: 3 clusters Score -2771157 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2771179.250000 Penalty: 4955.010742
	Iteration 21Q: 3 clusters Score -2771179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2771204.500000 Penalty: 4955.010742
	Iteration 22Q: 3 clusters Score -2771204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2771232.000000 Penalty: 4955.010742
	Iteration 23Q: 3 clusters Score -2771232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2771264.250000 Penalty: 4955.010742
	Iteration 24Q: 3 clusters Score -2771264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2771288.000000 Penalty: 4955.010742
	Iteration 25Q: 3 clusters Score -2771288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2771331.750000 Penalty: 4955.010742
	Iteration 26Q: 3 clusters Score -2771332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2771351.500000 Penalty: 4955.010742
	Iteration 27Q: 3 clusters Score -2771352 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2771403.500000 Penalty: 4955.010742
	Iteration 28Q: 3 clusters Score -2771404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2771467.500000 Penalty: 4955.010742
	Iteration 29Q: 3 clusters Score -2771468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2771566.250000 Penalty: 4955.010742
	Iteration 30Q: 3 clusters Score -2771566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2771644.250000 Penalty: 4955.010742
	Iteration 31Q: 3 clusters Score -2771644 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2771743.000000 Penalty: 4955.010742
	Iteration 32Q: 3 clusters Score -2771743 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2771856.500000 Penalty: 4955.010742
	Iteration 33Q: 3 clusters Score -2771856 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2771976.000000 Penalty: 4955.010742
	Iteration 34Q: 3 clusters Score -2771976 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2772072.000000 Penalty: 4955.010742
	Iteration 35Q: 3 clusters Score -2772072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2772138.750000 Penalty: 4955.010742
	Iteration 36Q: 3 clusters Score -2772139 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2772216.250000 Penalty: 4955.010742
	Iteration 37Q: 3 clusters Score -2772216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2772284.000000 Penalty: 4955.010742
	Iteration 38Q: 3 clusters Score -2772284 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2772360.250000 Penalty: 4955.010742
	Iteration 39Q: 3 clusters Score -2772360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2772426.000000 Penalty: 4955.010742
	Iteration 40F: 3 clusters Score -2772426 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2772468.250000 Penalty: 4955.010742
	Iteration 41Q: 3 clusters Score -2772468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2772500.250000 Penalty: 4955.010742
	Iteration 42Q: 3 clusters Score -2772500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2772533.750000 Penalty: 4955.010742
	Iteration 43Q: 3 clusters Score -2772534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2772572.500000 Penalty: 4955.010742
	Iteration 44Q: 3 clusters Score -2772572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2772600.000000 Penalty: 4955.010742
	Iteration 45Q: 3 clusters Score -2772600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2772616.750000 Penalty: 4955.010742
	Iteration 46Q: 3 clusters Score -2772617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2772640.750000 Penalty: 4955.010742
	Iteration 47Q: 3 clusters Score -2772641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2772661.750000 Penalty: 4955.010742
	Iteration 48Q: 3 clusters Score -2772662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2772671.250000 Penalty: 4955.010742
	Iteration 49Q: 3 clusters Score -2772671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2772699.000000 Penalty: 4955.010742
	Iteration 50Q: 3 clusters Score -2772699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2772699.750000 Penalty: 4955.010742
	Iteration 51Q: 3 clusters Score -2772700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2772700.250000 Penalty: 4955.010742
	Iteration 52Q: 3 clusters Score -2772700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2772705.500000 Penalty: 4955.010742
	Iteration 53Q: 3 clusters Score -2772706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2772703.250000 Penalty: 4955.010742
	Iteration 54Q: 3 clusters Score -2772703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2772714.750000 Penalty: 4955.010742
	Iteration 55Q: 3 clusters Score -2772715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2772721.500000 Penalty: 4955.010742
	Iteration 56Q: 3 clusters Score -2772722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2772723.250000 Penalty: 4955.010742
	Iteration 57Q: 3 clusters Score -2772723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2772723.750000 Penalty: 4955.010742
	Iteration 58Q: 3 clusters Score -2772724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2772723.750000 Penalty: 4955.010742
	Iteration 59Q: 3 clusters Score -2772724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2772730.500000 Penalty: 4955.010742
	Iteration 60F: 3 clusters Score -2772730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2772737.500000 Penalty: 4955.010742
	Iteration 61Q: 3 clusters Score -2772738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2772742.250000 Penalty: 4955.010742
	Iteration 62Q: 3 clusters Score -2772742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2772740.500000 Penalty: 4955.010742
	Iteration 63Q: 3 clusters Score -2772740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2772748.750000 Penalty: 4955.010742
	Iteration 64Q: 3 clusters Score -2772749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2772751.500000 Penalty: 4955.010742
	Iteration 65Q: 3 clusters Score -2772752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2772751.250000 Penalty: 4955.010742
	Iteration 66Q: 3 clusters Score -2772751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2772767.500000 Penalty: 4955.010742
	Iteration 67Q: 3 clusters Score -2772768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2772770.000000 Penalty: 4955.010742
	Iteration 68Q: 3 clusters Score -2772770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2772767.750000 Penalty: 4955.010742
	Iteration 69Q: 3 clusters Score -2772768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2772773.750000 Penalty: 4955.010742
	Iteration 70Q: 3 clusters Score -2772774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2772775.000000 Penalty: 4955.010742
	Iteration 71Q: 3 clusters Score -2772775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2772775.250000 Penalty: 4955.010742
	Iteration 72Q: 3 clusters Score -2772775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2772776.000000 Penalty: 4955.010742
	Iteration 73Q: 3 clusters Score -2772776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2772781.250000 Penalty: 4955.010742
	Iteration 74Q: 3 clusters Score -2772781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2772783.500000 Penalty: 4955.010742
	Iteration 75Q: 3 clusters Score -2772784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2772789.500000 Penalty: 4955.010742
	Iteration 76Q: 3 clusters Score -2772790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2772800.750000 Penalty: 4955.010742
	Iteration 77Q: 3 clusters Score -2772801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2772803.500000 Penalty: 4955.010742
	Iteration 78Q: 3 clusters Score -2772804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2772816.500000 Penalty: 4955.010742
	Iteration 79Q: 3 clusters Score -2772816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2772825.000000 Penalty: 4955.010742
	Iteration 80F: 3 clusters Score -2772825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2772824.500000 Penalty: 4955.010742
	Iteration 81Q: 3 clusters Score -2772824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2772831.500000 Penalty: 4955.010742
	Iteration 82Q: 3 clusters Score -2772832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2772828.500000 Penalty: 4955.010742
	Iteration 83Q: 3 clusters Score -2772828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2772833.750000 Penalty: 4955.010742
	Iteration 84Q: 3 clusters Score -2772834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2772832.000000 Penalty: 4955.010742
	Iteration 85Q: 3 clusters Score -2772832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2772830.750000 Penalty: 4955.010742
	Iteration 86Q: 3 clusters Score -2772831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2772826.250000 Penalty: 4955.010742
	Iteration 87Q: 3 clusters Score -2772826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2772831.750000 Penalty: 4955.010742
	Iteration 88Q: 3 clusters Score -2772832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2772838.750000 Penalty: 4955.010742
	Iteration 89Q: 3 clusters Score -2772839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2772841.000000 Penalty: 4955.010742
	Iteration 90Q: 3 clusters Score -2772841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2772845.250000 Penalty: 4955.010742
	Iteration 91Q: 3 clusters Score -2772845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2772851.750000 Penalty: 4955.010742
	Iteration 92Q: 3 clusters Score -2772852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2772846.750000 Penalty: 4955.010742
	Iteration 93Q: 3 clusters Score -2772847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2772845.000000 Penalty: 4955.010742
	Iteration 94Q: 3 clusters Score -2772845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2772846.000000 Penalty: 4955.010742
	Iteration 95Q: 3 clusters Score -2772846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2772857.500000 Penalty: 4955.010742
	Iteration 96Q: 3 clusters Score -2772858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2772863.750000 Penalty: 4955.010742
	Iteration 97Q: 3 clusters Score -2772864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2772877.500000 Penalty: 4955.010742
	Iteration 98Q: 3 clusters Score -2772878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2772876.750000 Penalty: 4955.010742
	Iteration 99Q: 3 clusters Score -2772877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2772880.000000 Penalty: 4955.010742
	Iteration 100F: 3 clusters Score -2772880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2772896.750000 Penalty: 4955.010742
	Iteration 101Q: 3 clusters Score -2772897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2772898.250000 Penalty: 4955.010742
	Iteration 102Q: 3 clusters Score -2772898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2772904.750000 Penalty: 4955.010742
	Iteration 103Q: 3 clusters Score -2772905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2772916.250000 Penalty: 4955.010742
	Iteration 104Q: 3 clusters Score -2772916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2772920.500000 Penalty: 4955.010742
	Iteration 105Q: 3 clusters Score -2772920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2772926.750000 Penalty: 4955.010742
	Iteration 106Q: 3 clusters Score -2772927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2772940.250000 Penalty: 4955.010742
	Iteration 107Q: 3 clusters Score -2772940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2772945.000000 Penalty: 4955.010742
	Iteration 108Q: 3 clusters Score -2772945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2772946.750000 Penalty: 4955.010742
	Iteration 109Q: 3 clusters Score -2772947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2772957.500000 Penalty: 4955.010742
	Iteration 110Q: 3 clusters Score -2772958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2772958.250000 Penalty: 4955.010742
	Iteration 111Q: 3 clusters Score -2772958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2772960.000000 Penalty: 4955.010742
	Iteration 112Q: 3 clusters Score -2772960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2772966.000000 Penalty: 4955.010742
	Iteration 113Q: 3 clusters Score -2772966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2772974.000000 Penalty: 4955.010742
	Iteration 114Q: 3 clusters Score -2772974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2772993.750000 Penalty: 4955.010742
	Iteration 115Q: 3 clusters Score -2772994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2773010.000000 Penalty: 4955.010742
	Iteration 116Q: 3 clusters Score -2773010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2773056.250000 Penalty: 4955.010742
	Iteration 117Q: 3 clusters Score -2773056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2773112.500000 Penalty: 4955.010742
	Iteration 118Q: 3 clusters Score -2773112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2773173.000000 Penalty: 4955.010742
	Iteration 119Q: 3 clusters Score -2773173 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2773191.250000 Penalty: 4955.010742
	Iteration 120F: 3 clusters Score -2773191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2773220.250000 Penalty: 4955.010742
	Iteration 121Q: 3 clusters Score -2773220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2773238.000000 Penalty: 4955.010742
	Iteration 122Q: 3 clusters Score -2773238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2773262.000000 Penalty: 4955.010742
	Iteration 123Q: 3 clusters Score -2773262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2773276.000000 Penalty: 4955.010742
	Iteration 124Q: 3 clusters Score -2773276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2773305.500000 Penalty: 4955.010742
	Iteration 125Q: 3 clusters Score -2773306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2773325.750000 Penalty: 4955.010742
	Iteration 126Q: 3 clusters Score -2773326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2773361.750000 Penalty: 4955.010742
	Iteration 127Q: 3 clusters Score -2773362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2773411.750000 Penalty: 4955.010742
	Iteration 128Q: 3 clusters Score -2773412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2773477.750000 Penalty: 4955.010742
	Iteration 129Q: 3 clusters Score -2773478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2773558.500000 Penalty: 4955.010742
	Iteration 130Q: 3 clusters Score -2773558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2773639.500000 Penalty: 4955.010742
	Iteration 131Q: 3 clusters Score -2773640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2773707.250000 Penalty: 4955.010742
	Iteration 132Q: 3 clusters Score -2773707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2773743.750000 Penalty: 4955.010742
	Iteration 133Q: 3 clusters Score -2773744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2773751.000000 Penalty: 4955.010742
	Iteration 134Q: 3 clusters Score -2773751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2773763.250000 Penalty: 4955.010742
	Iteration 135Q: 3 clusters Score -2773763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2773774.000000 Penalty: 4955.010742
	Iteration 136Q: 3 clusters Score -2773774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2773783.750000 Penalty: 4955.010742
	Iteration 137Q: 3 clusters Score -2773784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2773788.500000 Penalty: 4955.010742
	Iteration 138Q: 3 clusters Score -2773788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2773790.250000 Penalty: 4955.010742
	Iteration 139Q: 3 clusters Score -2773790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2773788.500000 Penalty: 4955.010742
	Iteration 140F: 3 clusters Score -2773788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2773790.500000 Penalty: 4955.010742
	Iteration 141Q: 3 clusters Score -2773790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2773791.750000 Penalty: 4955.010742
	Iteration 142Q: 3 clusters Score -2773792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2773791.750000 Penalty: 4955.010742
	Iteration 143F: 3 clusters Score -2773792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 61768 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Entering Unmasked Estep 
Score: -111110168.000000 Penalty: 78090.960938
Splitting cluster 4 changes total score from -111106984.000000 to -111110168.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (61768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Entering Unmasked Estep 
Score: -7953609.500000 Penalty: 2735.722900
	Iteration 0F: 2 clusters Score -7953610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -7912291.500000 Penalty: 5471.445801
	Iteration 0F: 3 clusters Score -7912292 nChanged 28717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7931225.000000 Penalty: 5471.445801
	Iteration 1F: 3 clusters Score -7931225 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -7937955.500000 Penalty: 5471.445801
	Iteration 2F: 3 clusters Score -7937956 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -7946360.500000 Penalty: 5471.445801
	Iteration 3F: 3 clusters Score -7946360 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -7954915.500000 Penalty: 5471.445801
	Iteration 4F: 3 clusters Score -7954916 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -7961028.500000 Penalty: 5471.445801
	Iteration 5F: 3 clusters Score -7961028 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -7963740.000000 Penalty: 5471.445801
	Iteration 6F: 3 clusters Score -7963740 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7964491.000000 Penalty: 5471.445801
	Iteration 7Q: 3 clusters Score -7964491 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -7964864.000000 Penalty: 5471.445801
	Iteration 8Q: 3 clusters Score -7964864 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -7965071.000000 Penalty: 5471.445801
	Iteration 9Q: 3 clusters Score -7965071 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -7965258.000000 Penalty: 5471.445801
	Iteration 10Q: 3 clusters Score -7965258 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -7965366.000000 Penalty: 5471.445801
	Iteration 11Q: 3 clusters Score -7965366 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -7965509.500000 Penalty: 5471.445801
	Iteration 12Q: 3 clusters Score -7965510 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -7965567.000000 Penalty: 5471.445801
	Iteration 13Q: 3 clusters Score -7965567 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -7965627.500000 Penalty: 5471.445801
	Iteration 14Q: 3 clusters Score -7965628 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -7965663.000000 Penalty: 5471.445801
	Iteration 15Q: 3 clusters Score -7965663 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -7965684.000000 Penalty: 5471.445801
	Iteration 16Q: 3 clusters Score -7965684 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -7965697.000000 Penalty: 5471.445801
	Iteration 17Q: 3 clusters Score -7965697 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -7965695.000000 Penalty: 5471.445801
	Iteration 18Q: 3 clusters Score -7965695 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -7965697.500000 Penalty: 5471.445801
	Iteration 19Q: 3 clusters Score -7965698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -7965728.000000 Penalty: 5471.445801
	Iteration 20F: 3 clusters Score -7965728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -7965754.000000 Penalty: 5471.445801
	Iteration 21Q: 3 clusters Score -7965754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -7965777.000000 Penalty: 5471.445801
	Iteration 22Q: 3 clusters Score -7965777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -7965780.000000 Penalty: 5471.445801
	Iteration 23Q: 3 clusters Score -7965780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -7965787.000000 Penalty: 5471.445801
	Iteration 24Q: 3 clusters Score -7965787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -7965806.500000 Penalty: 5471.445801
	Iteration 25Q: 3 clusters Score -7965806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -7965811.000000 Penalty: 5471.445801
	Iteration 26Q: 3 clusters Score -7965811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -7965815.500000 Penalty: 5471.445801
	Iteration 27Q: 3 clusters Score -7965816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -7965803.000000 Penalty: 5471.445801
	Iteration 28Q: 3 clusters Score -7965803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -7965807.000000 Penalty: 5471.445801
	Iteration 29Q: 3 clusters Score -7965807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -7965805.000000 Penalty: 5471.445801
	Iteration 30Q: 3 clusters Score -7965805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -7965798.000000 Penalty: 5471.445801
	Iteration 31Q: 3 clusters Score -7965798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -7965796.500000 Penalty: 5471.445801
	Iteration 32Q: 3 clusters Score -7965796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -7965797.500000 Penalty: 5471.445801
	Iteration 33Q: 3 clusters Score -7965798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -7965800.000000 Penalty: 5471.445801
	Iteration 34Q: 3 clusters Score -7965800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7965802.000000 Penalty: 5471.445801
	Iteration 35Q: 3 clusters Score -7965802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -7965802.000000 Penalty: 5471.445801
	Iteration 36Q: 3 clusters Score -7965802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -7965805.500000 Penalty: 5471.445801
	Iteration 37Q: 3 clusters Score -7965806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -7965810.500000 Penalty: 5471.445801
	Iteration 38Q: 3 clusters Score -7965810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -7965806.500000 Penalty: 5471.445801
	Iteration 39Q: 3 clusters Score -7965806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -7965810.500000 Penalty: 5471.445801
	Iteration 40F: 3 clusters Score -7965810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -7965811.500000 Penalty: 5471.445801
	Iteration 41Q: 3 clusters Score -7965812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -7965812.500000 Penalty: 5471.445801
	Iteration 42Q: 3 clusters Score -7965812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -7965812.500000 Penalty: 5471.445801
	Iteration 43Q: 3 clusters Score -7965812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -7965812.500000 Penalty: 5471.445801
	Iteration 44Q: 3 clusters Score -7965812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -7965814.000000 Penalty: 5471.445801
	Iteration 45Q: 3 clusters Score -7965814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -7965808.500000 Penalty: 5471.445801
	Iteration 46Q: 3 clusters Score -7965808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -7965811.000000 Penalty: 5471.445801
	Iteration 47Q: 3 clusters Score -7965811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -7965816.500000 Penalty: 5471.445801
	Iteration 48Q: 3 clusters Score -7965816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -7965819.000000 Penalty: 5471.445801
	Iteration 49Q: 3 clusters Score -7965819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -7965818.000000 Penalty: 5471.445801
	Iteration 50Q: 3 clusters Score -7965818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -7965818.000000 Penalty: 5471.445801
	Iteration 51F: 3 clusters Score -7965818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Entering Unmasked Estep 
Score: -111121944.000000 Penalty: 81486.218750
Splitting cluster 5 changes total score from -111106984.000000 to -111121944.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (9602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Entering Unmasked Estep 
Score: -1235501.500000 Penalty: 2274.092041
	Iteration 0F: 2 clusters Score -1235502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1228003.875000 Penalty: 4548.184082
	Iteration 0F: 3 clusters Score -1228004 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1230296.500000 Penalty: 4548.184082
	Iteration 1F: 3 clusters Score -1230296 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1230796.125000 Penalty: 4548.184082
	Iteration 2F: 3 clusters Score -1230796 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1231295.875000 Penalty: 4548.184082
	Iteration 3F: 3 clusters Score -1231296 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1231887.000000 Penalty: 4548.184082
	Iteration 4F: 3 clusters Score -1231887 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1232788.000000 Penalty: 4548.184082
	Iteration 5F: 3 clusters Score -1232788 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1234037.125000 Penalty: 4548.184082
	Iteration 6F: 3 clusters Score -1234037 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1235310.000000 Penalty: 4548.184082
	Iteration 7F: 3 clusters Score -1235310 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1235979.375000 Penalty: 4548.184082
	Iteration 8F: 3 clusters Score -1235979 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1236301.375000 Penalty: 4548.184082
	Iteration 9Q: 3 clusters Score -1236301 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1236543.125000 Penalty: 4548.184082
	Iteration 10Q: 3 clusters Score -1236543 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1236774.500000 Penalty: 4548.184082
	Iteration 11Q: 3 clusters Score -1236774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1236989.625000 Penalty: 4548.184082
	Iteration 12Q: 3 clusters Score -1236990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1237128.000000 Penalty: 4548.184082
	Iteration 13Q: 3 clusters Score -1237128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1237213.125000 Penalty: 4548.184082
	Iteration 14Q: 3 clusters Score -1237213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1237273.000000 Penalty: 4548.184082
	Iteration 15Q: 3 clusters Score -1237273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1237313.750000 Penalty: 4548.184082
	Iteration 16Q: 3 clusters Score -1237314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1237351.875000 Penalty: 4548.184082
	Iteration 17Q: 3 clusters Score -1237352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1237382.500000 Penalty: 4548.184082
	Iteration 18Q: 3 clusters Score -1237382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1237405.375000 Penalty: 4548.184082
	Iteration 19Q: 3 clusters Score -1237405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1237418.250000 Penalty: 4548.184082
	Iteration 20F: 3 clusters Score -1237418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1237434.000000 Penalty: 4548.184082
	Iteration 21Q: 3 clusters Score -1237434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1237442.000000 Penalty: 4548.184082
	Iteration 22Q: 3 clusters Score -1237442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1237452.750000 Penalty: 4548.184082
	Iteration 23Q: 3 clusters Score -1237453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1237464.500000 Penalty: 4548.184082
	Iteration 24Q: 3 clusters Score -1237464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1237473.625000 Penalty: 4548.184082
	Iteration 25Q: 3 clusters Score -1237474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1237483.750000 Penalty: 4548.184082
	Iteration 26Q: 3 clusters Score -1237484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1237493.375000 Penalty: 4548.184082
	Iteration 27Q: 3 clusters Score -1237493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1237496.625000 Penalty: 4548.184082
	Iteration 28Q: 3 clusters Score -1237497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1237501.375000 Penalty: 4548.184082
	Iteration 29Q: 3 clusters Score -1237501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1237500.000000 Penalty: 4548.184082
	Iteration 30Q: 3 clusters Score -1237500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1237502.625000 Penalty: 4548.184082
	Iteration 31Q: 3 clusters Score -1237503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1237501.625000 Penalty: 4548.184082
	Iteration 32Q: 3 clusters Score -1237502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1237504.000000 Penalty: 4548.184082
	Iteration 33Q: 3 clusters Score -1237504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1237504.750000 Penalty: 4548.184082
	Iteration 34Q: 3 clusters Score -1237505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1237504.750000 Penalty: 4548.184082
	Iteration 35F: 3 clusters Score -1237505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Entering Unmasked Estep 
Score: -111122784.000000 Penalty: 84881.476562
Splitting cluster 6 changes total score from -111106984.000000 to -111122784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (58332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Entering Unmasked Estep 
Score: -7693176.000000 Penalty: 2721.528809
	Iteration 0F: 2 clusters Score -7693176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -7653840.000000 Penalty: 5443.057617
	Iteration 0F: 3 clusters Score -7653840 nChanged 27037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7668846.000000 Penalty: 5443.057617
	Iteration 1F: 3 clusters Score -7668846 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7669455.000000 Penalty: 5443.057617
	Iteration 2Q: 3 clusters Score -7669455 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -7670273.000000 Penalty: 5443.057617
	Iteration 3Q: 3 clusters Score -7670273 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7671366.000000 Penalty: 5443.057617
	Iteration 4Q: 3 clusters Score -7671366 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -7672808.500000 Penalty: 5443.057617
	Iteration 5Q: 3 clusters Score -7672808 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -7674477.500000 Penalty: 5443.057617
	Iteration 6Q: 3 clusters Score -7674478 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -7676501.500000 Penalty: 5443.057617
	Iteration 7F: 3 clusters Score -7676502 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7678751.500000 Penalty: 5443.057617
	Iteration 8F: 3 clusters Score -7678752 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7681002.500000 Penalty: 5443.057617
	Iteration 9F: 3 clusters Score -7681002 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7683052.500000 Penalty: 5443.057617
	Iteration 10F: 3 clusters Score -7683052 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7684830.000000 Penalty: 5443.057617
	Iteration 11F: 3 clusters Score -7684830 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -7686180.000000 Penalty: 5443.057617
	Iteration 12Q: 3 clusters Score -7686180 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7687151.000000 Penalty: 5443.057617
	Iteration 13Q: 3 clusters Score -7687151 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -7687864.500000 Penalty: 5443.057617
	Iteration 14Q: 3 clusters Score -7687864 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -7688315.000000 Penalty: 5443.057617
	Iteration 15Q: 3 clusters Score -7688315 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -7688551.000000 Penalty: 5443.057617
	Iteration 16Q: 3 clusters Score -7688551 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -7688739.000000 Penalty: 5443.057617
	Iteration 17Q: 3 clusters Score -7688739 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -7688893.500000 Penalty: 5443.057617
	Iteration 18Q: 3 clusters Score -7688894 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -7689042.000000 Penalty: 5443.057617
	Iteration 19Q: 3 clusters Score -7689042 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -7689128.000000 Penalty: 5443.057617
	Iteration 20F: 3 clusters Score -7689128 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -7689220.000000 Penalty: 5443.057617
	Iteration 21Q: 3 clusters Score -7689220 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -7689240.500000 Penalty: 5443.057617
	Iteration 22Q: 3 clusters Score -7689240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -7689267.500000 Penalty: 5443.057617
	Iteration 23Q: 3 clusters Score -7689268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -7689278.000000 Penalty: 5443.057617
	Iteration 24Q: 3 clusters Score -7689278 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -7689326.500000 Penalty: 5443.057617
	Iteration 25Q: 3 clusters Score -7689326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -7689351.500000 Penalty: 5443.057617
	Iteration 26Q: 3 clusters Score -7689352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -7689357.500000 Penalty: 5443.057617
	Iteration 27Q: 3 clusters Score -7689358 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -7689368.000000 Penalty: 5443.057617
	Iteration 28Q: 3 clusters Score -7689368 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -7689371.500000 Penalty: 5443.057617
	Iteration 29Q: 3 clusters Score -7689372 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -7689416.500000 Penalty: 5443.057617
	Iteration 30Q: 3 clusters Score -7689416 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -7689470.500000 Penalty: 5443.057617
	Iteration 31Q: 3 clusters Score -7689470 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -7689505.000000 Penalty: 5443.057617
	Iteration 32Q: 3 clusters Score -7689505 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -7689560.500000 Penalty: 5443.057617
	Iteration 33Q: 3 clusters Score -7689560 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -7689616.500000 Penalty: 5443.057617
	Iteration 34Q: 3 clusters Score -7689616 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -7689672.000000 Penalty: 5443.057617
	Iteration 35Q: 3 clusters Score -7689672 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -7689695.000000 Penalty: 5443.057617
	Iteration 36Q: 3 clusters Score -7689695 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -7689705.500000 Penalty: 5443.057617
	Iteration 37Q: 3 clusters Score -7689706 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -7689756.500000 Penalty: 5443.057617
	Iteration 38Q: 3 clusters Score -7689756 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -7689794.000000 Penalty: 5443.057617
	Iteration 39Q: 3 clusters Score -7689794 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -7689837.500000 Penalty: 5443.057617
	Iteration 40F: 3 clusters Score -7689838 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -7689901.000000 Penalty: 5443.057617
	Iteration 41Q: 3 clusters Score -7689901 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -7689947.000000 Penalty: 5443.057617
	Iteration 42Q: 3 clusters Score -7689947 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -7690016.500000 Penalty: 5443.057617
	Iteration 43Q: 3 clusters Score -7690016 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -7690089.000000 Penalty: 5443.057617
	Iteration 44Q: 3 clusters Score -7690089 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -7690131.000000 Penalty: 5443.057617
	Iteration 45Q: 3 clusters Score -7690131 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -7690178.000000 Penalty: 5443.057617
	Iteration 46Q: 3 clusters Score -7690178 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7690224.500000 Penalty: 5443.057617
	Iteration 47Q: 3 clusters Score -7690224 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -7690287.000000 Penalty: 5443.057617
	Iteration 48Q: 3 clusters Score -7690287 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -7690300.500000 Penalty: 5443.057617
	Iteration 49Q: 3 clusters Score -7690300 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -7690369.000000 Penalty: 5443.057617
	Iteration 50Q: 3 clusters Score -7690369 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -7690402.000000 Penalty: 5443.057617
	Iteration 51Q: 3 clusters Score -7690402 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7690459.000000 Penalty: 5443.057617
	Iteration 52Q: 3 clusters Score -7690459 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -7690476.500000 Penalty: 5443.057617
	Iteration 53Q: 3 clusters Score -7690476 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -7690513.500000 Penalty: 5443.057617
	Iteration 54Q: 3 clusters Score -7690514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -7690557.500000 Penalty: 5443.057617
	Iteration 55Q: 3 clusters Score -7690558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -7690591.500000 Penalty: 5443.057617
	Iteration 56Q: 3 clusters Score -7690592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -7690628.500000 Penalty: 5443.057617
	Iteration 57Q: 3 clusters Score -7690628 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7690654 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -7690647.000000 Penalty: 5443.057617
	Iteration 59Q: 3 clusters Score -7690647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7690674.500000 Penalty: 5443.057617
	Iteration 60F: 3 clusters Score -7690674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7690683.500000 Penalty: 5443.057617
	Iteration 61Q: 3 clusters Score -7690684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7690707.500000 Penalty: 5443.057617
	Iteration 62Q: 3 clusters Score -7690708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -7690733.500000 Penalty: 5443.057617
	Iteration 63Q: 3 clusters Score -7690734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -7690772.000000 Penalty: 5443.057617
	Iteration 64Q: 3 clusters Score -7690772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -7690775.000000 Penalty: 5443.057617
	Iteration 65Q: 3 clusters Score -7690775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -7690796.000000 Penalty: 5443.057617
	Iteration 66Q: 3 clusters Score -7690796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -7690820.500000 Penalty: 5443.057617
	Iteration 67Q: 3 clusters Score -7690820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7690847.500000 Penalty: 5443.057617
	Iteration 68Q: 3 clusters Score -7690848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -7690861.500000 Penalty: 5443.057617
	Iteration 69Q: 3 clusters Score -7690862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -7690871.000000 Penalty: 5443.057617
	Iteration 70Q: 3 clusters Score -7690871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -7690880.000000 Penalty: 5443.057617
	Iteration 71Q: 3 clusters Score -7690880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -7690898.500000 Penalty: 5443.057617
	Iteration 72Q: 3 clusters Score -7690898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -7690914.000000 Penalty: 5443.057617
	Iteration 73Q: 3 clusters Score -7690914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -7690931.500000 Penalty: 5443.057617
	Iteration 74Q: 3 clusters Score -7690932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7690931.500000 Penalty: 5443.057617
	Iteration 75Q: 3 clusters Score -7690932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -7690951.500000 Penalty: 5443.057617
	Iteration 76Q: 3 clusters Score -7690952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -7690966.000000 Penalty: 5443.057617
	Iteration 77Q: 3 clusters Score -7690966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7690975.500000 Penalty: 5443.057617
	Iteration 78Q: 3 clusters Score -7690976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7690964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -7690973.000000 Penalty: 5443.057617
	Iteration 80F: 3 clusters Score -7690973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -7690979.500000 Penalty: 5443.057617
	Iteration 81Q: 3 clusters Score -7690980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7690984.500000 Penalty: 5443.057617
	Iteration 82Q: 3 clusters Score -7690984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -7690985.000000 Penalty: 5443.057617
	Iteration 83Q: 3 clusters Score -7690985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7690990.500000 Penalty: 5443.057617
	Iteration 84Q: 3 clusters Score -7690990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -7690989.500000 Penalty: 5443.057617
	Iteration 85Q: 3 clusters Score -7690990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7691004.000000 Penalty: 5443.057617
	Iteration 86Q: 3 clusters Score -7691004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7690980.000000 Penalty: 5443.057617
	Iteration 87Q: 3 clusters Score -7690980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -7690984.000000 Penalty: 5443.057617
	Iteration 88Q: 3 clusters Score -7690984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -7690985.500000 Penalty: 5443.057617
	Iteration 89Q: 3 clusters Score -7690986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7691007.000000 Penalty: 5443.057617
	Iteration 90Q: 3 clusters Score -7691007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7691019.000000 Penalty: 5443.057617
	Iteration 91Q: 3 clusters Score -7691019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -7691026.500000 Penalty: 5443.057617
	Iteration 92Q: 3 clusters Score -7691026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -7691045.000000 Penalty: 5443.057617
	Iteration 93Q: 3 clusters Score -7691045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -7691056.500000 Penalty: 5443.057617
	Iteration 94Q: 3 clusters Score -7691056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7691066.500000 Penalty: 5443.057617
	Iteration 95Q: 3 clusters Score -7691066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -7691055.000000 Penalty: 5443.057617
	Iteration 96Q: 3 clusters Score -7691055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -7691073.500000 Penalty: 5443.057617
	Iteration 97Q: 3 clusters Score -7691074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -7691074.000000 Penalty: 5443.057617
	Iteration 98Q: 3 clusters Score -7691074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -7691093.000000 Penalty: 5443.057617
	Iteration 99Q: 3 clusters Score -7691093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -7691097.500000 Penalty: 5443.057617
	Iteration 100F: 3 clusters Score -7691098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -7691114.500000 Penalty: 5443.057617
	Iteration 101Q: 3 clusters Score -7691114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -7691107.500000 Penalty: 5443.057617
	Iteration 102Q: 3 clusters Score -7691108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -7691111.500000 Penalty: 5443.057617
	Iteration 103Q: 3 clusters Score -7691112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -7691114.500000 Penalty: 5443.057617
	Iteration 104Q: 3 clusters Score -7691114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -7691118.000000 Penalty: 5443.057617
	Iteration 105Q: 3 clusters Score -7691118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7691130.500000 Penalty: 5443.057617
	Iteration 106Q: 3 clusters Score -7691130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -7691133.000000 Penalty: 5443.057617
	Iteration 107Q: 3 clusters Score -7691133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7691128.000000 Penalty: 5443.057617
	Iteration 108Q: 3 clusters Score -7691128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -7691127.000000 Penalty: 5443.057617
	Iteration 109Q: 3 clusters Score -7691127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7691127.000000 Penalty: 5443.057617
	Iteration 110Q: 3 clusters Score -7691127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7691129.500000 Penalty: 5443.057617
	Iteration 111Q: 3 clusters Score -7691130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -7691126.500000 Penalty: 5443.057617
	Iteration 112Q: 3 clusters Score -7691126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -7691131.000000 Penalty: 5443.057617
	Iteration 113Q: 3 clusters Score -7691131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -7691129.000000 Penalty: 5443.057617
	Iteration 114Q: 3 clusters Score -7691129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -7691133.500000 Penalty: 5443.057617
	Iteration 115Q: 3 clusters Score -7691134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -7691127.000000 Penalty: 5443.057617
	Iteration 116Q: 3 clusters Score -7691127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -7691131.000000 Penalty: 5443.057617
	Iteration 117Q: 3 clusters Score -7691131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -7691129.500000 Penalty: 5443.057617
	Iteration 118Q: 3 clusters Score -7691130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7691128.000000 Penalty: 5443.057617
	Iteration 119Q: 3 clusters Score -7691128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -7691137.000000 Penalty: 5443.057617
	Iteration 120F: 3 clusters Score -7691137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -7691133.000000 Penalty: 5443.057617
	Iteration 121Q: 3 clusters Score -7691133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7691130.500000 Penalty: 5443.057617
	Iteration 122Q: 3 clusters Score -7691130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7691118.000000 Penalty: 5443.057617
	Iteration 123Q: 3 clusters Score -7691118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7691118.500000 Penalty: 5443.057617
	Iteration 124Q: 3 clusters Score -7691118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -7691113.000000 Penalty: 5443.057617
	Iteration 125Q: 3 clusters Score -7691113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -7691114.500000 Penalty: 5443.057617
	Iteration 126Q: 3 clusters Score -7691114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -7691117.000000 Penalty: 5443.057617
	Iteration 127Q: 3 clusters Score -7691117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -7691112.500000 Penalty: 5443.057617
	Iteration 128Q: 3 clusters Score -7691112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7691116.000000 Penalty: 5443.057617
	Iteration 129Q: 3 clusters Score -7691116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -7691115.000000 Penalty: 5443.057617
	Iteration 130Q: 3 clusters Score -7691115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7691108.000000 Penalty: 5443.057617
	Iteration 131Q: 3 clusters Score -7691108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7691108.000000 Penalty: 5443.057617
	Iteration 132F: 3 clusters Score -7691108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161464 members 
Entering Unmasked Estep 
Score: -21155336.000000 Penalty: 2974.025391
	Iteration 0F: 2 clusters Score -2.115534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -21046920.000000 Penalty: 5948.050781
	Iteration 0F: 3 clusters Score -2.104692e+07 nChanged 77307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2.109242e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -21093910.000000 Penalty: 5948.050781
	Iteration 2Q: 3 clusters Score -2.109391e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -21095980.000000 Penalty: 5948.050781
	Iteration 3Q: 3 clusters Score -2.109598e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -21098596.000000 Penalty: 5948.050781
	Iteration 4Q: 3 clusters Score -2.10986e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -21101560.000000 Penalty: 5948.050781
	Iteration 5Q: 3 clusters Score -2.110156e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -21104990.000000 Penalty: 5948.050781
	Iteration 6Q: 3 clusters Score -2.110499e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -21108452.000000 Penalty: 5948.050781
	Iteration 7Q: 3 clusters Score -2.110845e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -21112026.000000 Penalty: 5948.050781
	Iteration 8Q: 3 clusters Score -2.111203e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -21115488.000000 Penalty: 5948.050781
	Iteration 9Q: 3 clusters Score -2.111549e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -21118982.000000 Penalty: 5948.050781
	Iteration 10Q: 3 clusters Score -2.111898e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -21122402.000000 Penalty: 5948.050781
	Iteration 11Q: 3 clusters Score -2.11224e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -21125346.000000 Penalty: 5948.050781
	Iteration 12Q: 3 clusters Score -2.112535e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -21127040.000000 Penalty: 5948.050781
	Iteration 13Q: 3 clusters Score -2.112704e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -21127816.000000 Penalty: 5948.050781
	Iteration 14Q: 3 clusters Score -2.112782e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -21128128.000000 Penalty: 5948.050781
	Iteration 15Q: 3 clusters Score -2.112813e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -21128384.000000 Penalty: 5948.050781
	Iteration 16Q: 3 clusters Score -2.112838e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -21128440.000000 Penalty: 5948.050781
	Iteration 17Q: 3 clusters Score -2.112844e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -21128582.000000 Penalty: 5948.050781
	Iteration 18Q: 3 clusters Score -2.112858e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -21128794.000000 Penalty: 5948.050781
	Iteration 19Q: 3 clusters Score -2.112879e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -21128894.000000 Penalty: 5948.050781
	Iteration 20F: 3 clusters Score -2.112889e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -21129050.000000 Penalty: 5948.050781
	Iteration 21Q: 3 clusters Score -2.112905e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -21129258.000000 Penalty: 5948.050781
	Iteration 22Q: 3 clusters Score -2.112926e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -21129362.000000 Penalty: 5948.050781
	Iteration 23Q: 3 clusters Score -2.112936e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -21129512.000000 Penalty: 5948.050781
	Iteration 24Q: 3 clusters Score -2.112951e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -21129552.000000 Penalty: 5948.050781
	Iteration 25Q: 3 clusters Score -2.112955e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -21129648.000000 Penalty: 5948.050781
	Iteration 26Q: 3 clusters Score -2.112965e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -21129766.000000 Penalty: 5948.050781
	Iteration 27Q: 3 clusters Score -2.112977e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -21129934.000000 Penalty: 5948.050781
	Iteration 28Q: 3 clusters Score -2.112993e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -21130112.000000 Penalty: 5948.050781
	Iteration 29Q: 3 clusters Score -2.113011e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -21130212.000000 Penalty: 5948.050781
	Iteration 30Q: 3 clusters Score -2.113021e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -21130356.000000 Penalty: 5948.050781
	Iteration 31Q: 3 clusters Score -2.113036e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -21130522.000000 Penalty: 5948.050781
	Iteration 32Q: 3 clusters Score -2.113052e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -21130622.000000 Penalty: 5948.050781
	Iteration 33Q: 3 clusters Score -2.113062e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -21130752.000000 Penalty: 5948.050781
	Iteration 34Q: 3 clusters Score -2.113075e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -21131050.000000 Penalty: 5948.050781
	Iteration 35Q: 3 clusters Score -2.113105e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -21131184.000000 Penalty: 5948.050781
	Iteration 36Q: 3 clusters Score -2.113118e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -21131390.000000 Penalty: 5948.050781
	Iteration 37Q: 3 clusters Score -2.113139e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -21131592.000000 Penalty: 5948.050781
	Iteration 38Q: 3 clusters Score -2.113159e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -21131818.000000 Penalty: 5948.050781
	Iteration 39Q: 3 clusters Score -2.113182e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -21132116.000000 Penalty: 5948.050781
	Iteration 40F: 3 clusters Score -2.113212e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -21132462.000000 Penalty: 5948.050781
	Iteration 41Q: 3 clusters Score -2.113246e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -21132972.000000 Penalty: 5948.050781
	Iteration 42Q: 3 clusters Score -2.113297e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -21133358.000000 Penalty: 5948.050781
	Iteration 43Q: 3 clusters Score -2.113336e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -21133812.000000 Penalty: 5948.050781
	Iteration 44Q: 3 clusters Score -2.113381e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -21134438.000000 Penalty: 5948.050781
	Iteration 45Q: 3 clusters Score -2.113444e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -21134856.000000 Penalty: 5948.050781
	Iteration 46Q: 3 clusters Score -2.113486e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120016 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -21135504.000000 Penalty: 5948.050781
	Iteration 47Q: 3 clusters Score -2.11355e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -21136104.000000 Penalty: 5948.050781
	Iteration 48Q: 3 clusters Score -2.11361e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124981 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -21136846.000000 Penalty: 5948.050781
	Iteration 49Q: 3 clusters Score -2.113685e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -21137712.000000 Penalty: 5948.050781
	Iteration 50Q: 3 clusters Score -2.113771e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130352 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -21138596.000000 Penalty: 5948.050781
	Iteration 51Q: 3 clusters Score -2.11386e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133175 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -21139734.000000 Penalty: 5948.050781
	Iteration 52Q: 3 clusters Score -2.113973e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -21140912.000000 Penalty: 5948.050781
	Iteration 53Q: 3 clusters Score -2.114091e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139021 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -21142282.000000 Penalty: 5948.050781
	Iteration 54Q: 3 clusters Score -2.114228e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -21143874.000000 Penalty: 5948.050781
	Iteration 55Q: 3 clusters Score -2.114387e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -21145530.000000 Penalty: 5948.050781
	Iteration 56Q: 3 clusters Score -2.114553e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -21146976.000000 Penalty: 5948.050781
	Iteration 57Q: 3 clusters Score -2.114698e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -21148288.000000 Penalty: 5948.050781
	Iteration 58Q: 3 clusters Score -2.114829e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -21149326.000000 Penalty: 5948.050781
	Iteration 59Q: 3 clusters Score -2.114933e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -21150342.000000 Penalty: 5948.050781
	Iteration 60F: 3 clusters Score -2.115034e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -21151174.000000 Penalty: 5948.050781
	Iteration 61Q: 3 clusters Score -2.115117e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -21151768.000000 Penalty: 5948.050781
	Iteration 62Q: 3 clusters Score -2.115177e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -21152108.000000 Penalty: 5948.050781
	Iteration 63Q: 3 clusters Score -2.115211e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21152388.000000 Penalty: 5948.050781
	Iteration 64Q: 3 clusters Score -2.115239e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158180 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21152650.000000 Penalty: 5948.050781
	Iteration 65Q: 3 clusters Score -2.115265e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158490 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -21152768.000000 Penalty: 5948.050781
	Iteration 66Q: 3 clusters Score -2.115277e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158750 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21152882.000000 Penalty: 5948.050781
	Iteration 67Q: 3 clusters Score -2.115288e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21153028.000000 Penalty: 5948.050781
	Iteration 68Q: 3 clusters Score -2.115303e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -21153074.000000 Penalty: 5948.050781
	Iteration 69Q: 3 clusters Score -2.115307e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21153104.000000 Penalty: 5948.050781
	Iteration 70Q: 3 clusters Score -2.11531e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159318 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -21153138.000000 Penalty: 5948.050781
	Iteration 71Q: 3 clusters Score -2.115314e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21153224.000000 Penalty: 5948.050781
	Iteration 72Q: 3 clusters Score -2.115322e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -21153220.000000 Penalty: 5948.050781
	Iteration 73Q: 3 clusters Score -2.115322e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21153202.000000 Penalty: 5948.050781
	Iteration 74Q: 3 clusters Score -2.11532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -21153228.000000 Penalty: 5948.050781
	Iteration 75Q: 3 clusters Score -2.115323e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159568 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -21153242.000000 Penalty: 5948.050781
	Iteration 76Q: 3 clusters Score -2.115324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21153228.000000 Penalty: 5948.050781
	Iteration 77Q: 3 clusters Score -2.115323e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21153252.000000 Penalty: 5948.050781
	Iteration 78Q: 3 clusters Score -2.115325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159657 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21153308.000000 Penalty: 5948.050781
	Iteration 79Q: 3 clusters Score -2.115331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21153298.000000 Penalty: 5948.050781
	Iteration 80F: 3 clusters Score -2.11533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159709 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21153296.000000 Penalty: 5948.050781
	Iteration 81Q: 3 clusters Score -2.11533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -21153318.000000 Penalty: 5948.050781
	Iteration 82Q: 3 clusters Score -2.115332e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21153334.000000 Penalty: 5948.050781
	Iteration 83Q: 3 clusters Score -2.115333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -21153332.000000 Penalty: 5948.050781
	Iteration 84Q: 3 clusters Score -2.115333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159767 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21153348.000000 Penalty: 5948.050781
	Iteration 85Q: 3 clusters Score -2.115335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21153338.000000 Penalty: 5948.050781
	Iteration 86Q: 3 clusters Score -2.115334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -21153342.000000 Penalty: 5948.050781
	Iteration 87Q: 3 clusters Score -2.115334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159784 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21153348.000000 Penalty: 5948.050781
	Iteration 88Q: 3 clusters Score -2.115335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21153358.000000 Penalty: 5948.050781
	Iteration 89Q: 3 clusters Score -2.115336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -21153364.000000 Penalty: 5948.050781
	Iteration 90Q: 3 clusters Score -2.115336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159791 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21153374.000000 Penalty: 5948.050781
	Iteration 91Q: 3 clusters Score -2.115337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159795 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21153372.000000 Penalty: 5948.050781
	Iteration 92Q: 3 clusters Score -2.115337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21153368.000000 Penalty: 5948.050781
	Iteration 93Q: 3 clusters Score -2.115337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21153364.000000 Penalty: 5948.050781
	Iteration 94Q: 3 clusters Score -2.115336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -21153372.000000 Penalty: 5948.050781
	Iteration 95Q: 3 clusters Score -2.115337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21153380.000000 Penalty: 5948.050781
	Iteration 96Q: 3 clusters Score -2.115338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21153378.000000 Penalty: 5948.050781
	Iteration 97Q: 3 clusters Score -2.115338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21153362.000000 Penalty: 5948.050781
	Iteration 98Q: 3 clusters Score -2.115336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21153374.000000 Penalty: 5948.050781
	Iteration 99Q: 3 clusters Score -2.115337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159809 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -21153368.000000 Penalty: 5948.050781
	Iteration 100F: 3 clusters Score -2.115337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -399371.406250 Penalty: 2026.206177
	Iteration 0F: 2 clusters Score -399371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -396187.343750 Penalty: 4052.412354
	Iteration 0F: 3 clusters Score -396187.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -399852.937500 Penalty: 4052.412354
	Iteration 1F: 3 clusters Score -399852.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -402940.562500 Penalty: 4052.412354
	Iteration 2F: 3 clusters Score -402940.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -404320.343750 Penalty: 4052.412354
	Iteration 3F: 3 clusters Score -404320.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -404802.656250 Penalty: 4052.412354
	Iteration 4Q: 3 clusters Score -404802.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -405266.656250 Penalty: 4052.412354
	Iteration 5Q: 3 clusters Score -405266.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -405976.312500 Penalty: 4052.412354
	Iteration 6Q: 3 clusters Score -405976.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -406295.031250 Penalty: 4052.412354
	Iteration 7Q: 3 clusters Score -406295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -406357.500000 Penalty: 4052.412354
	Iteration 8Q: 3 clusters Score -406357.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -406372.968750 Penalty: 4052.412354
	Iteration 9Q: 3 clusters Score -406373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -406375.218750 Penalty: 4052.412354
	Iteration 10Q: 3 clusters Score -406375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -406376.375000 Penalty: 4052.412354
	Iteration 11Q: 3 clusters Score -406376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -406376.375000 Penalty: 4052.412354
	Iteration 12F: 3 clusters Score -406376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Entering Unmasked Estep 
Score: -111128800.000000 Penalty: 88276.742188
Splitting cluster 9 changes total score from -111106984.000000 to -111128800.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (33067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Entering Unmasked Estep 
Score: -3986997.500000 Penalty: 2580.760254
	Iteration 0F: 2 clusters Score -3986998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3964736.000000 Penalty: 5161.520508
	Iteration 0F: 3 clusters Score -3964736 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3974704.000000 Penalty: 5161.520508
	Iteration 1F: 3 clusters Score -3974704 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3977548.250000 Penalty: 5161.520508
	Iteration 2F: 3 clusters Score -3977548 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3980619.750000 Penalty: 5161.520508
	Iteration 3F: 3 clusters Score -3980620 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3982802.500000 Penalty: 5161.520508
	Iteration 4F: 3 clusters Score -3982802 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3984197.250000 Penalty: 5161.520508
	Iteration 5F: 3 clusters Score -3984197 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3985115.250000 Penalty: 5161.520508
	Iteration 6Q: 3 clusters Score -3985115 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3985761.000000 Penalty: 5161.520508
	Iteration 7Q: 3 clusters Score -3985761 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3986157.500000 Penalty: 5161.520508
	Iteration 8Q: 3 clusters Score -3986158 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3986423.000000 Penalty: 5161.520508
	Iteration 9Q: 3 clusters Score -3986423 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3986638.250000 Penalty: 5161.520508
	Iteration 10Q: 3 clusters Score -3986638 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3986803.750000 Penalty: 5161.520508
	Iteration 11Q: 3 clusters Score -3986804 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3986964.000000 Penalty: 5161.520508
	Iteration 12Q: 3 clusters Score -3986964 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3987141.750000 Penalty: 5161.520508
	Iteration 13Q: 3 clusters Score -3987142 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3987292.250000 Penalty: 5161.520508
	Iteration 14Q: 3 clusters Score -3987292 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3987445.750000 Penalty: 5161.520508
	Iteration 15Q: 3 clusters Score -3987446 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3987600.500000 Penalty: 5161.520508
	Iteration 16Q: 3 clusters Score -3987600 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3987716.000000 Penalty: 5161.520508
	Iteration 17Q: 3 clusters Score -3987716 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3987829.250000 Penalty: 5161.520508
	Iteration 18Q: 3 clusters Score -3987829 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3987916.250000 Penalty: 5161.520508
	Iteration 19Q: 3 clusters Score -3987916 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3988006.000000 Penalty: 5161.520508
	Iteration 20F: 3 clusters Score -3988006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3988078.250000 Penalty: 5161.520508
	Iteration 21Q: 3 clusters Score -3988078 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3988149.500000 Penalty: 5161.520508
	Iteration 22Q: 3 clusters Score -3988150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3988233.250000 Penalty: 5161.520508
	Iteration 23Q: 3 clusters Score -3988233 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3988314.000000 Penalty: 5161.520508
	Iteration 24Q: 3 clusters Score -3988314 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3988388.000000 Penalty: 5161.520508
	Iteration 25Q: 3 clusters Score -3988388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3988478.500000 Penalty: 5161.520508
	Iteration 26Q: 3 clusters Score -3988478 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3988551.500000 Penalty: 5161.520508
	Iteration 27Q: 3 clusters Score -3988552 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3988623.000000 Penalty: 5161.520508
	Iteration 28Q: 3 clusters Score -3988623 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3988678.500000 Penalty: 5161.520508
	Iteration 29Q: 3 clusters Score -3988678 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3988733.500000 Penalty: 5161.520508
	Iteration 30Q: 3 clusters Score -3988734 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3988807.250000 Penalty: 5161.520508
	Iteration 31Q: 3 clusters Score -3988807 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3988862.000000 Penalty: 5161.520508
	Iteration 32Q: 3 clusters Score -3988862 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3988920.000000 Penalty: 5161.520508
	Iteration 33Q: 3 clusters Score -3988920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3988977.250000 Penalty: 5161.520508
	Iteration 34Q: 3 clusters Score -3988977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3989027.750000 Penalty: 5161.520508
	Iteration 35Q: 3 clusters Score -3989028 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3989097.750000 Penalty: 5161.520508
	Iteration 36Q: 3 clusters Score -3989098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3989152.000000 Penalty: 5161.520508
	Iteration 37Q: 3 clusters Score -3989152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3989202.000000 Penalty: 5161.520508
	Iteration 38Q: 3 clusters Score -3989202 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3989268.500000 Penalty: 5161.520508
	Iteration 39Q: 3 clusters Score -3989268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3989333.500000 Penalty: 5161.520508
	Iteration 40F: 3 clusters Score -3989334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3989385.000000 Penalty: 5161.520508
	Iteration 41Q: 3 clusters Score -3989385 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3989441.750000 Penalty: 5161.520508
	Iteration 42Q: 3 clusters Score -3989442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3989469.750000 Penalty: 5161.520508
	Iteration 43Q: 3 clusters Score -3989470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3989494.750000 Penalty: 5161.520508
	Iteration 44Q: 3 clusters Score -3989495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -3989500.250000 Penalty: 5161.520508
	Iteration 45Q: 3 clusters Score -3989500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3989517.500000 Penalty: 5161.520508
	Iteration 46Q: 3 clusters Score -3989518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3989521.500000 Penalty: 5161.520508
	Iteration 47Q: 3 clusters Score -3989522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3989524.000000 Penalty: 5161.520508
	Iteration 48Q: 3 clusters Score -3989524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3989528.000000 Penalty: 5161.520508
	Iteration 49Q: 3 clusters Score -3989528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3989528.500000 Penalty: 5161.520508
	Iteration 50Q: 3 clusters Score -3989528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3989536.000000 Penalty: 5161.520508
	Iteration 51Q: 3 clusters Score -3989536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3989528.250000 Penalty: 5161.520508
	Iteration 52Q: 3 clusters Score -3989528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3989527.250000 Penalty: 5161.520508
	Iteration 53Q: 3 clusters Score -3989527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3989527.250000 Penalty: 5161.520508
	Iteration 54F: 3 clusters Score -3989527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 19957 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Entering Unmasked Estep 
Score: -111130400.000000 Penalty: 91672.000000
Splitting cluster 10 changes total score from -111106984.000000 to -111130400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (19957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Entering Unmasked Estep 
Score: -2378624.250000 Penalty: 2455.531006
	Iteration 0F: 2 clusters Score -2378624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2364752.000000 Penalty: 4911.062012
	Iteration 0F: 3 clusters Score -2364752 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2371983.750000 Penalty: 4911.062012
	Iteration 1F: 3 clusters Score -2371984 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2377289.500000 Penalty: 4911.062012
	Iteration 2F: 3 clusters Score -2377290 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2381572.250000 Penalty: 4911.062012
	Iteration 3F: 3 clusters Score -2381572 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2383116.500000 Penalty: 4911.062012
	Iteration 4F: 3 clusters Score -2383116 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2383496.500000 Penalty: 4911.062012
	Iteration 5Q: 3 clusters Score -2383496 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2383652.500000 Penalty: 4911.062012
	Iteration 6Q: 3 clusters Score -2383652 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2383714.500000 Penalty: 4911.062012
	Iteration 7Q: 3 clusters Score -2383714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2383751.000000 Penalty: 4911.062012
	Iteration 8Q: 3 clusters Score -2383751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2383768.500000 Penalty: 4911.062012
	Iteration 9Q: 3 clusters Score -2383768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2383787.750000 Penalty: 4911.062012
	Iteration 10Q: 3 clusters Score -2383788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2383802.750000 Penalty: 4911.062012
	Iteration 11Q: 3 clusters Score -2383803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2383808.000000 Penalty: 4911.062012
	Iteration 12Q: 3 clusters Score -2383808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2383808.250000 Penalty: 4911.062012
	Iteration 13Q: 3 clusters Score -2383808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2383825.000000 Penalty: 4911.062012
	Iteration 14Q: 3 clusters Score -2383825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2383819.000000 Penalty: 4911.062012
	Iteration 15Q: 3 clusters Score -2383819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2383820.750000 Penalty: 4911.062012
	Iteration 16Q: 3 clusters Score -2383821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2383822.500000 Penalty: 4911.062012
	Iteration 17Q: 3 clusters Score -2383822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2383823.500000 Penalty: 4911.062012
	Iteration 18Q: 3 clusters Score -2383824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2383822.500000 Penalty: 4911.062012
	Iteration 19Q: 3 clusters Score -2383822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2383821.750000 Penalty: 4911.062012
	Iteration 20F: 3 clusters Score -2383822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Entering Unmasked Estep 
Score: -111133928.000000 Penalty: 95067.257812
Splitting cluster 11 changes total score from -111106984.000000 to -111133928.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (43991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Entering Unmasked Estep 
Score: -5678480.000000 Penalty: 2651.551514
	Iteration 0F: 2 clusters Score -5678480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5648646.000000 Penalty: 5303.103027
	Iteration 0F: 3 clusters Score -5648646 nChanged 20373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5660618.500000 Penalty: 5303.103027
	Iteration 1F: 3 clusters Score -5660618 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -5661888.500000 Penalty: 5303.103027
	Iteration 2F: 3 clusters Score -5661888 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -5663609.500000 Penalty: 5303.103027
	Iteration 3F: 3 clusters Score -5663610 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -5666055.000000 Penalty: 5303.103027
	Iteration 4F: 3 clusters Score -5666055 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -5668770.500000 Penalty: 5303.103027
	Iteration 5F: 3 clusters Score -5668770 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5671334.000000 Penalty: 5303.103027
	Iteration 6F: 3 clusters Score -5671334 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5673256.000000 Penalty: 5303.103027
	Iteration 7F: 3 clusters Score -5673256 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5674501.000000 Penalty: 5303.103027
	Iteration 8F: 3 clusters Score -5674501 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5675141.500000 Penalty: 5303.103027
	Iteration 9Q: 3 clusters Score -5675142 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5675473.500000 Penalty: 5303.103027
	Iteration 10Q: 3 clusters Score -5675474 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5675589.000000 Penalty: 5303.103027
	Iteration 11Q: 3 clusters Score -5675589 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -5675711.000000 Penalty: 5303.103027
	Iteration 12Q: 3 clusters Score -5675711 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5675811.000000 Penalty: 5303.103027
	Iteration 13Q: 3 clusters Score -5675811 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -5675876.500000 Penalty: 5303.103027
	Iteration 14Q: 3 clusters Score -5675876 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5675902.500000 Penalty: 5303.103027
	Iteration 15Q: 3 clusters Score -5675902 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -5675956.500000 Penalty: 5303.103027
	Iteration 16Q: 3 clusters Score -5675956 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -5676058.000000 Penalty: 5303.103027
	Iteration 17Q: 3 clusters Score -5676058 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -5676129.000000 Penalty: 5303.103027
	Iteration 18Q: 3 clusters Score -5676129 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5676225.000000 Penalty: 5303.103027
	Iteration 19Q: 3 clusters Score -5676225 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5676321.500000 Penalty: 5303.103027
	Iteration 20F: 3 clusters Score -5676322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -5676402.500000 Penalty: 5303.103027
	Iteration 21Q: 3 clusters Score -5676402 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5676476.000000 Penalty: 5303.103027
	Iteration 22Q: 3 clusters Score -5676476 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -5676559.000000 Penalty: 5303.103027
	Iteration 23Q: 3 clusters Score -5676559 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -5676643.500000 Penalty: 5303.103027
	Iteration 24Q: 3 clusters Score -5676644 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5676703.500000 Penalty: 5303.103027
	Iteration 25Q: 3 clusters Score -5676704 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -5676785.000000 Penalty: 5303.103027
	Iteration 26Q: 3 clusters Score -5676785 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -5676839.000000 Penalty: 5303.103027
	Iteration 27Q: 3 clusters Score -5676839 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -5676891.000000 Penalty: 5303.103027
	Iteration 28Q: 3 clusters Score -5676891 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5676939.500000 Penalty: 5303.103027
	Iteration 29Q: 3 clusters Score -5676940 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5676983.500000 Penalty: 5303.103027
	Iteration 30Q: 3 clusters Score -5676984 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5677034.000000 Penalty: 5303.103027
	Iteration 31Q: 3 clusters Score -5677034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5677062.500000 Penalty: 5303.103027
	Iteration 32Q: 3 clusters Score -5677062 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5677089.500000 Penalty: 5303.103027
	Iteration 33Q: 3 clusters Score -5677090 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5677139.500000 Penalty: 5303.103027
	Iteration 34Q: 3 clusters Score -5677140 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -5677192.000000 Penalty: 5303.103027
	Iteration 35Q: 3 clusters Score -5677192 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5677225.000000 Penalty: 5303.103027
	Iteration 36Q: 3 clusters Score -5677225 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5677242.500000 Penalty: 5303.103027
	Iteration 37Q: 3 clusters Score -5677242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5677245.500000 Penalty: 5303.103027
	Iteration 38Q: 3 clusters Score -5677246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5677285.500000 Penalty: 5303.103027
	Iteration 39Q: 3 clusters Score -5677286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5677303.000000 Penalty: 5303.103027
	Iteration 40F: 3 clusters Score -5677303 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5677332.000000 Penalty: 5303.103027
	Iteration 41Q: 3 clusters Score -5677332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5677355.500000 Penalty: 5303.103027
	Iteration 42Q: 3 clusters Score -5677356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -5677371.000000 Penalty: 5303.103027
	Iteration 43Q: 3 clusters Score -5677371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5677383.500000 Penalty: 5303.103027
	Iteration 44Q: 3 clusters Score -5677384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5677385.500000 Penalty: 5303.103027
	Iteration 45Q: 3 clusters Score -5677386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5677401.000000 Penalty: 5303.103027
	Iteration 46Q: 3 clusters Score -5677401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5677405.000000 Penalty: 5303.103027
	Iteration 47Q: 3 clusters Score -5677405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5677428.000000 Penalty: 5303.103027
	Iteration 48Q: 3 clusters Score -5677428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5677438.500000 Penalty: 5303.103027
	Iteration 49Q: 3 clusters Score -5677438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5677441.000000 Penalty: 5303.103027
	Iteration 50Q: 3 clusters Score -5677441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5677457.500000 Penalty: 5303.103027
	Iteration 51Q: 3 clusters Score -5677458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5677479.500000 Penalty: 5303.103027
	Iteration 52Q: 3 clusters Score -5677480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5677487.000000 Penalty: 5303.103027
	Iteration 53Q: 3 clusters Score -5677487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5677476.500000 Penalty: 5303.103027
	Iteration 54Q: 3 clusters Score -5677476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5677484.000000 Penalty: 5303.103027
	Iteration 55Q: 3 clusters Score -5677484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5677499.500000 Penalty: 5303.103027
	Iteration 56Q: 3 clusters Score -5677500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5677511.000000 Penalty: 5303.103027
	Iteration 57Q: 3 clusters Score -5677511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5677523.500000 Penalty: 5303.103027
	Iteration 58Q: 3 clusters Score -5677524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5677521.500000 Penalty: 5303.103027
	Iteration 59Q: 3 clusters Score -5677522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5677505.500000 Penalty: 5303.103027
	Iteration 60F: 3 clusters Score -5677506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5677509.000000 Penalty: 5303.103027
	Iteration 61Q: 3 clusters Score -5677509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5677512.500000 Penalty: 5303.103027
	Iteration 62Q: 3 clusters Score -5677512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5677506.000000 Penalty: 5303.103027
	Iteration 63Q: 3 clusters Score -5677506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5677508.500000 Penalty: 5303.103027
	Iteration 64Q: 3 clusters Score -5677508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5677521.500000 Penalty: 5303.103027
	Iteration 65Q: 3 clusters Score -5677522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5677520.500000 Penalty: 5303.103027
	Iteration 66Q: 3 clusters Score -5677520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5677519.500000 Penalty: 5303.103027
	Iteration 67Q: 3 clusters Score -5677520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5677527.500000 Penalty: 5303.103027
	Iteration 68Q: 3 clusters Score -5677528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5677527.500000 Penalty: 5303.103027
	Iteration 69F: 3 clusters Score -5677528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Entering Unmasked Estep 
Score: -2148030.750000 Penalty: 2421.142822
	Iteration 0F: 2 clusters Score -2148031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2135852.250000 Penalty: 4842.285645
	Iteration 0F: 3 clusters Score -2135852 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2142482.750000 Penalty: 4842.285645
	Iteration 1F: 3 clusters Score -2142483 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2146951.250000 Penalty: 4842.285645
	Iteration 2F: 3 clusters Score -2146951 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2151631.750000 Penalty: 4842.285645
	Iteration 3F: 3 clusters Score -2151632 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2155065.500000 Penalty: 4842.285645
	Iteration 4F: 3 clusters Score -2155066 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2157257.000000 Penalty: 4842.285645
	Iteration 5F: 3 clusters Score -2157257 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2157916.000000 Penalty: 4842.285645
	Iteration 6Q: 3 clusters Score -2157916 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2158058.750000 Penalty: 4842.285645
	Iteration 7Q: 3 clusters Score -2158059 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2158104.250000 Penalty: 4842.285645
	Iteration 8Q: 3 clusters Score -2158104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2158109.500000 Penalty: 4842.285645
	Iteration 9Q: 3 clusters Score -2158110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2158116.000000 Penalty: 4842.285645
	Iteration 10Q: 3 clusters Score -2158116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2158118.250000 Penalty: 4842.285645
	Iteration 11Q: 3 clusters Score -2158118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2158122.750000 Penalty: 4842.285645
	Iteration 12Q: 3 clusters Score -2158123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2158120.000000 Penalty: 4842.285645
	Iteration 13Q: 3 clusters Score -2158120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2158117.250000 Penalty: 4842.285645
	Iteration 14Q: 3 clusters Score -2158117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2158116.500000 Penalty: 4842.285645
	Iteration 15Q: 3 clusters Score -2158116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2158117.750000 Penalty: 4842.285645
	Iteration 16Q: 3 clusters Score -2158118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2158119.250000 Penalty: 4842.285645
	Iteration 17Q: 3 clusters Score -2158119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2158121.250000 Penalty: 4842.285645
	Iteration 18Q: 3 clusters Score -2158121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2158121.250000 Penalty: 4842.285645
	Iteration 19F: 3 clusters Score -2158121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 7246 members 
Entering Unmasked Estep 
Score: -111143632.000000 Penalty: 98462.515625
Splitting cluster 13 changes total score from -111106984.000000 to -111143632.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (33997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Entering Unmasked Estep 
Score: -4210846.000000 Penalty: 2587.638916
	Iteration 0F: 2 clusters Score -4210846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4187763.250000 Penalty: 5175.277832
	Iteration 0F: 3 clusters Score -4187763 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4196746.000000 Penalty: 5175.277832
	Iteration 1F: 3 clusters Score -4196746 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4197805.500000 Penalty: 5175.277832
	Iteration 2F: 3 clusters Score -4197806 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4198907.000000 Penalty: 5175.277832
	Iteration 3F: 3 clusters Score -4198907 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4200056.000000 Penalty: 5175.277832
	Iteration 4F: 3 clusters Score -4200056 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4201191.000000 Penalty: 5175.277832
	Iteration 5F: 3 clusters Score -4201191 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4202273.500000 Penalty: 5175.277832
	Iteration 6F: 3 clusters Score -4202274 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4203216.500000 Penalty: 5175.277832
	Iteration 7F: 3 clusters Score -4203216 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4204123.000000 Penalty: 5175.277832
	Iteration 8Q: 3 clusters Score -4204123 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4204873.000000 Penalty: 5175.277832
	Iteration 9Q: 3 clusters Score -4204873 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4205478.000000 Penalty: 5175.277832
	Iteration 10Q: 3 clusters Score -4205478 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4205990.500000 Penalty: 5175.277832
	Iteration 11Q: 3 clusters Score -4205990 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4206438.500000 Penalty: 5175.277832
	Iteration 12Q: 3 clusters Score -4206438 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4206780.500000 Penalty: 5175.277832
	Iteration 13Q: 3 clusters Score -4206780 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4207081.500000 Penalty: 5175.277832
	Iteration 14Q: 3 clusters Score -4207082 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4207367.000000 Penalty: 5175.277832
	Iteration 15Q: 3 clusters Score -4207367 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4207579.500000 Penalty: 5175.277832
	Iteration 16Q: 3 clusters Score -4207580 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4207783.500000 Penalty: 5175.277832
	Iteration 17Q: 3 clusters Score -4207784 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4207979.000000 Penalty: 5175.277832
	Iteration 18Q: 3 clusters Score -4207979 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4208154.500000 Penalty: 5175.277832
	Iteration 19Q: 3 clusters Score -4208154 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4208314.000000 Penalty: 5175.277832
	Iteration 20F: 3 clusters Score -4208314 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4208516.000000 Penalty: 5175.277832
	Iteration 21Q: 3 clusters Score -4208516 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4208703.500000 Penalty: 5175.277832
	Iteration 22Q: 3 clusters Score -4208704 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4208942.500000 Penalty: 5175.277832
	Iteration 23Q: 3 clusters Score -4208942 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4209239.000000 Penalty: 5175.277832
	Iteration 24Q: 3 clusters Score -4209239 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4209539.000000 Penalty: 5175.277832
	Iteration 25Q: 3 clusters Score -4209539 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4209827.500000 Penalty: 5175.277832
	Iteration 26Q: 3 clusters Score -4209828 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4210151.500000 Penalty: 5175.277832
	Iteration 27Q: 3 clusters Score -4210152 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4210558.000000 Penalty: 5175.277832
	Iteration 28Q: 3 clusters Score -4210558 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4210982.000000 Penalty: 5175.277832
	Iteration 29Q: 3 clusters Score -4210982 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4211333.500000 Penalty: 5175.277832
	Iteration 30Q: 3 clusters Score -4211334 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -4211767.000000 Penalty: 5175.277832
	Iteration 31Q: 3 clusters Score -4211767 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4212117.000000 Penalty: 5175.277832
	Iteration 32Q: 3 clusters Score -4212117 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4212435.500000 Penalty: 5175.277832
	Iteration 33Q: 3 clusters Score -4212436 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4212711.500000 Penalty: 5175.277832
	Iteration 34Q: 3 clusters Score -4212712 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4212998.000000 Penalty: 5175.277832
	Iteration 35Q: 3 clusters Score -4212998 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4213239.500000 Penalty: 5175.277832
	Iteration 36Q: 3 clusters Score -4213240 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4213485.000000 Penalty: 5175.277832
	Iteration 37Q: 3 clusters Score -4213485 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4213828.000000 Penalty: 5175.277832
	Iteration 38Q: 3 clusters Score -4213828 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4214358.000000 Penalty: 5175.277832
	Iteration 39Q: 3 clusters Score -4214358 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4214820.500000 Penalty: 5175.277832
	Iteration 40F: 3 clusters Score -4214820 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4214943.000000 Penalty: 5175.277832
	Iteration 41Q: 3 clusters Score -4214943 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4214974.500000 Penalty: 5175.277832
	Iteration 42Q: 3 clusters Score -4214974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4214978.500000 Penalty: 5175.277832
	Iteration 43Q: 3 clusters Score -4214978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4214997.000000 Penalty: 5175.277832
	Iteration 44Q: 3 clusters Score -4214997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4215019.500000 Penalty: 5175.277832
	Iteration 45Q: 3 clusters Score -4215020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4215021.000000 Penalty: 5175.277832
	Iteration 46Q: 3 clusters Score -4215021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4215011.500000 Penalty: 5175.277832
	Iteration 47Q: 3 clusters Score -4215012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4215018.500000 Penalty: 5175.277832
	Iteration 48Q: 3 clusters Score -4215018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4215018.000000 Penalty: 5175.277832
	Iteration 49Q: 3 clusters Score -4215018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4215020.000000 Penalty: 5175.277832
	Iteration 50Q: 3 clusters Score -4215020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4215018.500000 Penalty: 5175.277832
	Iteration 51Q: 3 clusters Score -4215018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4215023.500000 Penalty: 5175.277832
	Iteration 52Q: 3 clusters Score -4215024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4215024.500000 Penalty: 5175.277832
	Iteration 53Q: 3 clusters Score -4215024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4215023.500000 Penalty: 5175.277832
	Iteration 54Q: 3 clusters Score -4215024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4215019.000000 Penalty: 5175.277832
	Iteration 55Q: 3 clusters Score -4215019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4215020.500000 Penalty: 5175.277832
	Iteration 56Q: 3 clusters Score -4215020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4215016.500000 Penalty: 5175.277832
	Iteration 57Q: 3 clusters Score -4215016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4215016.500000 Penalty: 5175.277832
	Iteration 58F: 3 clusters Score -4215016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 7246 members 
Mstep: Class 30 contains 29069 members 
Entering Unmasked Estep 
Score: -111146488.000000 Penalty: 101857.773438
Splitting cluster 14 changes total score from -111106984.000000 to -111146488.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (30030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Entering Unmasked Estep 
Score: -3611687.000000 Penalty: 2556.868164
	Iteration 0F: 2 clusters Score -3611687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3591199.750000 Penalty: 5113.736328
	Iteration 0F: 3 clusters Score -3591200 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3598970.000000 Penalty: 5113.736328
	Iteration 1F: 3 clusters Score -3598970 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3600082.500000 Penalty: 5113.736328
	Iteration 2F: 3 clusters Score -3600082 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3601512.500000 Penalty: 5113.736328
	Iteration 3F: 3 clusters Score -3601512 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3603426.750000 Penalty: 5113.736328
	Iteration 4F: 3 clusters Score -3603427 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3605429.750000 Penalty: 5113.736328
	Iteration 5F: 3 clusters Score -3605430 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3607141.250000 Penalty: 5113.736328
	Iteration 6F: 3 clusters Score -3607141 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3608191.000000 Penalty: 5113.736328
	Iteration 7F: 3 clusters Score -3608191 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3608806.250000 Penalty: 5113.736328
	Iteration 8Q: 3 clusters Score -3608806 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3609181.750000 Penalty: 5113.736328
	Iteration 9Q: 3 clusters Score -3609182 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3609417.500000 Penalty: 5113.736328
	Iteration 10Q: 3 clusters Score -3609418 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3609557.000000 Penalty: 5113.736328
	Iteration 11Q: 3 clusters Score -3609557 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3609689.250000 Penalty: 5113.736328
	Iteration 12Q: 3 clusters Score -3609689 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3609824.250000 Penalty: 5113.736328
	Iteration 13Q: 3 clusters Score -3609824 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3609897.500000 Penalty: 5113.736328
	Iteration 14Q: 3 clusters Score -3609898 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3609999.250000 Penalty: 5113.736328
	Iteration 15Q: 3 clusters Score -3609999 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3610123.750000 Penalty: 5113.736328
	Iteration 16Q: 3 clusters Score -3610124 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3610217.000000 Penalty: 5113.736328
	Iteration 17Q: 3 clusters Score -3610217 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3610317.500000 Penalty: 5113.736328
	Iteration 18Q: 3 clusters Score -3610318 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3610434.250000 Penalty: 5113.736328
	Iteration 19Q: 3 clusters Score -3610434 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3610540.500000 Penalty: 5113.736328
	Iteration 20F: 3 clusters Score -3610540 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3610652.750000 Penalty: 5113.736328
	Iteration 21Q: 3 clusters Score -3610653 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3610762.250000 Penalty: 5113.736328
	Iteration 22Q: 3 clusters Score -3610762 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3610869.000000 Penalty: 5113.736328
	Iteration 23Q: 3 clusters Score -3610869 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3610956.250000 Penalty: 5113.736328
	Iteration 24Q: 3 clusters Score -3610956 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3611086.250000 Penalty: 5113.736328
	Iteration 25Q: 3 clusters Score -3611086 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3611195.250000 Penalty: 5113.736328
	Iteration 26Q: 3 clusters Score -3611195 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3611297.000000 Penalty: 5113.736328
	Iteration 27Q: 3 clusters Score -3611297 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3611384.500000 Penalty: 5113.736328
	Iteration 28Q: 3 clusters Score -3611384 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3611479.000000 Penalty: 5113.736328
	Iteration 29Q: 3 clusters Score -3611479 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3611572.750000 Penalty: 5113.736328
	Iteration 30Q: 3 clusters Score -3611573 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3611646.750000 Penalty: 5113.736328
	Iteration 31Q: 3 clusters Score -3611647 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3611701.000000 Penalty: 5113.736328
	Iteration 32Q: 3 clusters Score -3611701 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3611751.750000 Penalty: 5113.736328
	Iteration 33Q: 3 clusters Score -3611752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3611806.500000 Penalty: 5113.736328
	Iteration 34Q: 3 clusters Score -3611806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3611870.500000 Penalty: 5113.736328
	Iteration 35Q: 3 clusters Score -3611870 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3611912.250000 Penalty: 5113.736328
	Iteration 36Q: 3 clusters Score -3611912 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3611964.500000 Penalty: 5113.736328
	Iteration 37Q: 3 clusters Score -3611964 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3611998.000000 Penalty: 5113.736328
	Iteration 38Q: 3 clusters Score -3611998 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3612021.000000 Penalty: 5113.736328
	Iteration 39Q: 3 clusters Score -3612021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3612042.000000 Penalty: 5113.736328
	Iteration 40F: 3 clusters Score -3612042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3612066.000000 Penalty: 5113.736328
	Iteration 41Q: 3 clusters Score -3612066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3612089.000000 Penalty: 5113.736328
	Iteration 42Q: 3 clusters Score -3612089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3612083.250000 Penalty: 5113.736328
	Iteration 43Q: 3 clusters Score -3612083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3612106.750000 Penalty: 5113.736328
	Iteration 44Q: 3 clusters Score -3612107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3612123.250000 Penalty: 5113.736328
	Iteration 45Q: 3 clusters Score -3612123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3612135.750000 Penalty: 5113.736328
	Iteration 46Q: 3 clusters Score -3612136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3612140.250000 Penalty: 5113.736328
	Iteration 47Q: 3 clusters Score -3612140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3612138.250000 Penalty: 5113.736328
	Iteration 48Q: 3 clusters Score -3612138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3612140.750000 Penalty: 5113.736328
	Iteration 49Q: 3 clusters Score -3612141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3612148.000000 Penalty: 5113.736328
	Iteration 50Q: 3 clusters Score -3612148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3612166.250000 Penalty: 5113.736328
	Iteration 51Q: 3 clusters Score -3612166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3612163.000000 Penalty: 5113.736328
	Iteration 52Q: 3 clusters Score -3612163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3612168.500000 Penalty: 5113.736328
	Iteration 53Q: 3 clusters Score -3612168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3612164.250000 Penalty: 5113.736328
	Iteration 54Q: 3 clusters Score -3612164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3612170.500000 Penalty: 5113.736328
	Iteration 55Q: 3 clusters Score -3612170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3612177.250000 Penalty: 5113.736328
	Iteration 56Q: 3 clusters Score -3612177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3612176.250000 Penalty: 5113.736328
	Iteration 57Q: 3 clusters Score -3612176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3612173.500000 Penalty: 5113.736328
	Iteration 58Q: 3 clusters Score -3612174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3612176.000000 Penalty: 5113.736328
	Iteration 59Q: 3 clusters Score -3612176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3612180.250000 Penalty: 5113.736328
	Iteration 60F: 3 clusters Score -3612180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3612178.500000 Penalty: 5113.736328
	Iteration 61Q: 3 clusters Score -3612178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3612178.500000 Penalty: 5113.736328
	Iteration 62Q: 3 clusters Score -3612178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3612182.000000 Penalty: 5113.736328
	Iteration 63Q: 3 clusters Score -3612182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3612183.250000 Penalty: 5113.736328
	Iteration 64Q: 3 clusters Score -3612183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3612184.500000 Penalty: 5113.736328
	Iteration 65Q: 3 clusters Score -3612184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3612190.500000 Penalty: 5113.736328
	Iteration 66Q: 3 clusters Score -3612190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3612197.000000 Penalty: 5113.736328
	Iteration 67Q: 3 clusters Score -3612197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3612188.500000 Penalty: 5113.736328
	Iteration 68Q: 3 clusters Score -3612188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3612193.500000 Penalty: 5113.736328
	Iteration 69Q: 3 clusters Score -3612194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3612193.000000 Penalty: 5113.736328
	Iteration 70Q: 3 clusters Score -3612193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3612201.000000 Penalty: 5113.736328
	Iteration 71Q: 3 clusters Score -3612201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3612196.750000 Penalty: 5113.736328
	Iteration 72Q: 3 clusters Score -3612197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3612193.750000 Penalty: 5113.736328
	Iteration 73Q: 3 clusters Score -3612194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3612204.000000 Penalty: 5113.736328
	Iteration 74Q: 3 clusters Score -3612204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3612208.500000 Penalty: 5113.736328
	Iteration 75Q: 3 clusters Score -3612208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3612206.000000 Penalty: 5113.736328
	Iteration 76Q: 3 clusters Score -3612206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3612201.000000 Penalty: 5113.736328
	Iteration 77Q: 3 clusters Score -3612201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3612200.000000 Penalty: 5113.736328
	Iteration 78Q: 3 clusters Score -3612200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3612204.500000 Penalty: 5113.736328
	Iteration 79Q: 3 clusters Score -3612204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3612203.250000 Penalty: 5113.736328
	Iteration 80F: 3 clusters Score -3612203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3612196.500000 Penalty: 5113.736328
	Iteration 81Q: 3 clusters Score -3612196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3612203.250000 Penalty: 5113.736328
	Iteration 82Q: 3 clusters Score -3612203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3612200.750000 Penalty: 5113.736328
	Iteration 83Q: 3 clusters Score -3612201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3612206.500000 Penalty: 5113.736328
	Iteration 84Q: 3 clusters Score -3612206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3612207.000000 Penalty: 5113.736328
	Iteration 85Q: 3 clusters Score -3612207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3612208.250000 Penalty: 5113.736328
	Iteration 86Q: 3 clusters Score -3612208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3612210.250000 Penalty: 5113.736328
	Iteration 87Q: 3 clusters Score -3612210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3612210.250000 Penalty: 5113.736328
	Iteration 88Q: 3 clusters Score -3612210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3612210.500000 Penalty: 5113.736328
	Iteration 89Q: 3 clusters Score -3612210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3612211.500000 Penalty: 5113.736328
	Iteration 90Q: 3 clusters Score -3612212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3612211.500000 Penalty: 5113.736328
	Iteration 91F: 3 clusters Score -3612212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 187198 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 7246 members 
Mstep: Class 30 contains 29069 members 
Mstep: Class 31 contains 24647 members 
Entering Unmasked Estep 
Score: -111146248.000000 Penalty: 105253.039062
Splitting cluster 15 changes total score from -111106984.000000 to -111146248.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (187198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187198 members 
Entering Unmasked Estep 
Score: -24320870.000000 Penalty: 3010.700684
	Iteration 0F: 2 clusters Score -2.432087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -24197270.000000 Penalty: 6021.401367
	Iteration 0F: 3 clusters Score -2.419727e+07 nChanged 89902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -24252068.000000 Penalty: 6021.401367
	Iteration 1F: 3 clusters Score -2.425207e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -24255504.000000 Penalty: 6021.401367
	Iteration 2Q: 3 clusters Score -2.42555e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -24260586.000000 Penalty: 6021.401367
	Iteration 3F: 3 clusters Score -2.426059e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -24267482.000000 Penalty: 6021.401367
	Iteration 4F: 3 clusters Score -2.426748e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -24276168.000000 Penalty: 6021.401367
	Iteration 5F: 3 clusters Score -2.427617e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -24285884.000000 Penalty: 6021.401367
	Iteration 6F: 3 clusters Score -2.428588e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -24296824.000000 Penalty: 6021.401367
	Iteration 7F: 3 clusters Score -2.429682e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -24308282.000000 Penalty: 6021.401367
	Iteration 8F: 3 clusters Score -2.430828e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 139714 members 
Entering Unmasked Estep 
Score: -24317792.000000 Penalty: 6021.401367
	Iteration 9Q: 3 clusters Score -2.431779e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 140708 members 
Entering Unmasked Estep 
Score: -24321764.000000 Penalty: 6021.401367
	Iteration 10Q: 3 clusters Score -2.432176e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -24323424.000000 Penalty: 6021.401367
	Iteration 11Q: 3 clusters Score -2.432342e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -24324236.000000 Penalty: 6021.401367
	Iteration 12Q: 3 clusters Score -2.432424e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -24324874.000000 Penalty: 6021.401367
	Iteration 13Q: 3 clusters Score -2.432487e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -24325320.000000 Penalty: 6021.401367
	Iteration 14Q: 3 clusters Score -2.432532e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 137229 members 
Entering Unmasked Estep 
Score: -24325968.000000 Penalty: 6021.401367
	Iteration 15Q: 3 clusters Score -2.432597e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 135333 members 
Entering Unmasked Estep 
Score: -24326828.000000 Penalty: 6021.401367
	Iteration 16Q: 3 clusters Score -2.432683e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -24328026.000000 Penalty: 6021.401367
	Iteration 17Q: 3 clusters Score -2.432803e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -24329764.000000 Penalty: 6021.401367
	Iteration 18Q: 3 clusters Score -2.432976e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 126429 members 
Entering Unmasked Estep 
Score: -24331994.000000 Penalty: 6021.401367
	Iteration 19Q: 3 clusters Score -2.433199e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 122227 members 
Entering Unmasked Estep 
Score: -24335138.000000 Penalty: 6021.401367
	Iteration 20F: 3 clusters Score -2.433514e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 117380 members 
Entering Unmasked Estep 
Score: -24339162.000000 Penalty: 6021.401367
	Iteration 21Q: 3 clusters Score -2.433916e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -24343978.000000 Penalty: 6021.401367
	Iteration 22Q: 3 clusters Score -2.434398e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -24350006.000000 Penalty: 6021.401367
	Iteration 23Q: 3 clusters Score -2.435001e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -24356768.000000 Penalty: 6021.401367
	Iteration 24Q: 3 clusters Score -2.435677e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -24362612.000000 Penalty: 6021.401367
	Iteration 25Q: 3 clusters Score -2.436261e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -24365562.000000 Penalty: 6021.401367
	Iteration 26Q: 3 clusters Score -2.436556e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -24366984.000000 Penalty: 6021.401367
	Iteration 27Q: 3 clusters Score -2.436698e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -24367766.000000 Penalty: 6021.401367
	Iteration 28Q: 3 clusters Score -2.436777e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -24368066.000000 Penalty: 6021.401367
	Iteration 29Q: 3 clusters Score -2.436807e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101559 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -24368262.000000 Penalty: 6021.401367
	Iteration 30Q: 3 clusters Score -2.436826e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -24368422.000000 Penalty: 6021.401367
	Iteration 31Q: 3 clusters Score -2.436842e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -24368576.000000 Penalty: 6021.401367
	Iteration 32Q: 3 clusters Score -2.436858e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -24368604.000000 Penalty: 6021.401367
	Iteration 33Q: 3 clusters Score -2.43686e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -24368670.000000 Penalty: 6021.401367
	Iteration 34Q: 3 clusters Score -2.436867e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -24368636.000000 Penalty: 6021.401367
	Iteration 35Q: 3 clusters Score -2.436864e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -24368618.000000 Penalty: 6021.401367
	Iteration 36Q: 3 clusters Score -2.436862e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -24368622.000000 Penalty: 6021.401367
	Iteration 37Q: 3 clusters Score -2.436862e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -24368570.000000 Penalty: 6021.401367
	Iteration 38Q: 3 clusters Score -2.436857e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -24368576.000000 Penalty: 6021.401367
	Iteration 39Q: 3 clusters Score -2.436858e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104463 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -24368754.000000 Penalty: 6021.401367
	Iteration 40F: 3 clusters Score -2.436875e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -24368796.000000 Penalty: 6021.401367
	Iteration 41Q: 3 clusters Score -2.43688e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -24368826.000000 Penalty: 6021.401367
	Iteration 42Q: 3 clusters Score -2.436883e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -24368882.000000 Penalty: 6021.401367
	Iteration 43Q: 3 clusters Score -2.436888e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -24368878.000000 Penalty: 6021.401367
	Iteration 44Q: 3 clusters Score -2.436888e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -24368902.000000 Penalty: 6021.401367
	Iteration 45Q: 3 clusters Score -2.43689e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -24368906.000000 Penalty: 6021.401367
	Iteration 46Q: 3 clusters Score -2.436891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -24368930.000000 Penalty: 6021.401367
	Iteration 47Q: 3 clusters Score -2.436893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105427 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
Score: -24368944.000000 Penalty: 6021.401367
	Iteration 48Q: 3 clusters Score -2.436894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -24368946.000000 Penalty: 6021.401367
	Iteration 49Q: 3 clusters Score -2.436895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -24368908.000000 Penalty: 6021.401367
	Iteration 50Q: 3 clusters Score -2.436891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -24368918.000000 Penalty: 6021.401367
	Iteration 51Q: 3 clusters Score -2.436892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -24368922.000000 Penalty: 6021.401367
	Iteration 52Q: 3 clusters Score -2.436892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -24368906.000000 Penalty: 6021.401367
	Iteration 53Q: 3 clusters Score -2.436891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -24368930.000000 Penalty: 6021.401367
	Iteration 54Q: 3 clusters Score -2.436893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -24368924.000000 Penalty: 6021.401367
	Iteration 55Q: 3 clusters Score -2.436892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -24368920.000000 Penalty: 6021.401367
	Iteration 56Q: 3 clusters Score -2.436892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -24368926.000000 Penalty: 6021.401367
	Iteration 57Q: 3 clusters Score -2.436893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -24368920.000000 Penalty: 6021.401367
	Iteration 58Q: 3 clusters Score -2.436892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -24368920.000000 Penalty: 6021.401367
	Iteration 59F: 3 clusters Score -2.436892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 105518 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 7246 members 
Mstep: Class 30 contains 29069 members 
Mstep: Class 31 contains 24647 members 
Mstep: Class 32 contains 81680 members 
Entering Unmasked Estep 
Score: -111194256.000000 Penalty: 108648.296875
Splitting cluster 16 changes total score from -111106984.000000 to -111194256.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -325524.625000 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -325524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -322335.750000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -322335.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -323555.062500 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -323555.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -324268.093750 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -324268.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -324791.437500 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -324791.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -325097.937500 Penalty: 3976.911377
	Iteration 4F: 3 clusters Score -325097.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -325286.906250 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -325286.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -325407.656250 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -325407.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -325522.656250 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -325522.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -325624.781250 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -325624.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -325715.187500 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -325715.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -325780.468750 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -325780.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -325825.156250 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -325825.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -325869.718750 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -325869.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -325907.906250 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -325907.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -325947.968750 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -325948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -325989.906250 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -325989.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -326054.906250 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -326054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -326103.218750 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -326103.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -326139.093750 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -326139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -326161.125000 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -326161.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -326188.406250 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -326188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -326202.281250 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -326202.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -326223.843750 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -326223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -326233.031250 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -326233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -326242.000000 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -326242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -326244.062500 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -326244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -326246.843750 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -326246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -326247.593750 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -326247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -326248.125000 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -326248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -326248.125000 Penalty: 3976.911377
	Iteration 29F: 3 clusters Score -326248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 105518 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 7246 members 
Mstep: Class 30 contains 29069 members 
Mstep: Class 31 contains 24647 members 
Mstep: Class 32 contains 81680 members 
Mstep: Class 33 contains 1600 members 
Entering Unmasked Estep 
Score: -111193552.000000 Penalty: 112043.554688
Splitting cluster 17 changes total score from -111106984.000000 to -111193552.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (15575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Entering Unmasked Estep 
Score: -1961508.250000 Penalty: 2394.048828
	Iteration 0F: 2 clusters Score -1961508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1950336.125000 Penalty: 4788.097656
	Iteration 0F: 3 clusters Score -1950336 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1954225.500000 Penalty: 4788.097656
	Iteration 1F: 3 clusters Score -1954226 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1954917.500000 Penalty: 4788.097656
	Iteration 2F: 3 clusters Score -1954918 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1955716.625000 Penalty: 4788.097656
	Iteration 3F: 3 clusters Score -1955717 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1956636.125000 Penalty: 4788.097656
	Iteration 4F: 3 clusters Score -1956636 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1957558.375000 Penalty: 4788.097656
	Iteration 5F: 3 clusters Score -1957558 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1958459.375000 Penalty: 4788.097656
	Iteration 6F: 3 clusters Score -1958459 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1959192.375000 Penalty: 4788.097656
	Iteration 7F: 3 clusters Score -1959192 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1959725.750000 Penalty: 4788.097656
	Iteration 8Q: 3 clusters Score -1959726 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1960071.375000 Penalty: 4788.097656
	Iteration 9Q: 3 clusters Score -1960071 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1960334.500000 Penalty: 4788.097656
	Iteration 10Q: 3 clusters Score -1960334 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1960546.625000 Penalty: 4788.097656
	Iteration 11Q: 3 clusters Score -1960547 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1960812.000000 Penalty: 4788.097656
	Iteration 12Q: 3 clusters Score -1960812 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1961360.125000 Penalty: 4788.097656
	Iteration 13Q: 3 clusters Score -1961360 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1962493.750000 Penalty: 4788.097656
	Iteration 14Q: 3 clusters Score -1962494 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1963797.000000 Penalty: 4788.097656
	Iteration 15Q: 3 clusters Score -1963797 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1965074.875000 Penalty: 4788.097656
	Iteration 16F: 3 clusters Score -1965075 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1966509.625000 Penalty: 4788.097656
	Iteration 17F: 3 clusters Score -1966510 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1968166.625000 Penalty: 4788.097656
	Iteration 18F: 3 clusters Score -1968167 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1969292.375000 Penalty: 4788.097656
	Iteration 19Q: 3 clusters Score -1969292 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1969664.125000 Penalty: 4788.097656
	Iteration 20F: 3 clusters Score -1969664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1969738.125000 Penalty: 4788.097656
	Iteration 21Q: 3 clusters Score -1969738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1969747.625000 Penalty: 4788.097656
	Iteration 22Q: 3 clusters Score -1969748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1969748.875000 Penalty: 4788.097656
	Iteration 23Q: 3 clusters Score -1969749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1969751.750000 Penalty: 4788.097656
	Iteration 24Q: 3 clusters Score -1969752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1969755.750000 Penalty: 4788.097656
	Iteration 25Q: 3 clusters Score -1969756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1969756.500000 Penalty: 4788.097656
	Iteration 26Q: 3 clusters Score -1969756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1969760.250000 Penalty: 4788.097656
	Iteration 27Q: 3 clusters Score -1969760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1969760.250000 Penalty: 4788.097656
	Iteration 28F: 3 clusters Score -1969760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 105518 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 91962 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 29783 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 7246 members 
Mstep: Class 30 contains 29069 members 
Mstep: Class 31 contains 24647 members 
Mstep: Class 32 contains 81680 members 
Mstep: Class 33 contains 1600 members 
Mstep: Class 34 contains 5577 members 
Entering Unmasked Estep 
Score: -111200288.000000 Penalty: 115438.812500
Splitting cluster 19 changes total score from -111106984.000000 to -111200288.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (35005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Entering Unmasked Estep 
Score: -4488736.000000 Penalty: 2594.885010
	Iteration 0F: 2 clusters Score -4488736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4464893.000000 Penalty: 5189.770020
	Iteration 0F: 3 clusters Score -4464893 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4473684.000000 Penalty: 5189.770020
	Iteration 1F: 3 clusters Score -4473684 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -4474237.500000 Penalty: 5189.770020
	Iteration 2Q: 3 clusters Score -4474238 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4474710.500000 Penalty: 5189.770020
	Iteration 3Q: 3 clusters Score -4474710 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4475194.500000 Penalty: 5189.770020
	Iteration 4Q: 3 clusters Score -4475194 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4475696.500000 Penalty: 5189.770020
	Iteration 5Q: 3 clusters Score -4475696 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4476270.000000 Penalty: 5189.770020
	Iteration 6Q: 3 clusters Score -4476270 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4477031.000000 Penalty: 5189.770020
	Iteration 7Q: 3 clusters Score -4477031 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4478034.500000 Penalty: 5189.770020
	Iteration 8Q: 3 clusters Score -4478034 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4479307.500000 Penalty: 5189.770020
	Iteration 9F: 3 clusters Score -4479308 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4480892.500000 Penalty: 5189.770020
	Iteration 10F: 3 clusters Score -4480892 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4482595.000000 Penalty: 5189.770020
	Iteration 11F: 3 clusters Score -4482595 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4484128.000000 Penalty: 5189.770020
	Iteration 12F: 3 clusters Score -4484128 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4485231.000000 Penalty: 5189.770020
	Iteration 13Q: 3 clusters Score -4485231 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4485935.500000 Penalty: 5189.770020
	Iteration 14Q: 3 clusters Score -4485936 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4486305.500000 Penalty: 5189.770020
	Iteration 15Q: 3 clusters Score -4486306 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4486484.500000 Penalty: 5189.770020
	Iteration 16Q: 3 clusters Score -4486484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4486581.000000 Penalty: 5189.770020
	Iteration 17Q: 3 clusters Score -4486581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4486639.500000 Penalty: 5189.770020
	Iteration 18Q: 3 clusters Score -4486640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4486681.500000 Penalty: 5189.770020
	Iteration 19Q: 3 clusters Score -4486682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4486708.000000 Penalty: 5189.770020
	Iteration 20F: 3 clusters Score -4486708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4486720.500000 Penalty: 5189.770020
	Iteration 21Q: 3 clusters Score -4486720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4486723.000000 Penalty: 5189.770020
	Iteration 22Q: 3 clusters Score -4486723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4486736.500000 Penalty: 5189.770020
	Iteration 23Q: 3 clusters Score -4486736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4486753.500000 Penalty: 5189.770020
	Iteration 24Q: 3 clusters Score -4486754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4486758.500000 Penalty: 5189.770020
	Iteration 25Q: 3 clusters Score -4486758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4486768.500000 Penalty: 5189.770020
	Iteration 26Q: 3 clusters Score -4486768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4486781.000000 Penalty: 5189.770020
	Iteration 27Q: 3 clusters Score -4486781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4486778.500000 Penalty: 5189.770020
	Iteration 28Q: 3 clusters Score -4486778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -4486793.500000 Penalty: 5189.770020
	Iteration 29Q: 3 clusters Score -4486794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4486790.000000 Penalty: 5189.770020
	Iteration 30Q: 3 clusters Score -4486790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4486794.500000 Penalty: 5189.770020
	Iteration 31Q: 3 clusters Score -4486794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4486797.500000 Penalty: 5189.770020
	Iteration 32Q: 3 clusters Score -4486798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4486795.000000 Penalty: 5189.770020
	Iteration 33Q: 3 clusters Score -4486795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4486799.000000 Penalty: 5189.770020
	Iteration 34Q: 3 clusters Score -4486799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4486798.500000 Penalty: 5189.770020
	Iteration 35Q: 3 clusters Score -4486798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4486800.500000 Penalty: 5189.770020
	Iteration 36Q: 3 clusters Score -4486800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4486806.500000 Penalty: 5189.770020
	Iteration 37Q: 3 clusters Score -4486806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4486804.500000 Penalty: 5189.770020
	Iteration 38Q: 3 clusters Score -4486804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4486806.000000 Penalty: 5189.770020
	Iteration 39Q: 3 clusters Score -4486806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4486810.500000 Penalty: 5189.770020
	Iteration 40F: 3 clusters Score -4486810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4486811.000000 Penalty: 5189.770020
	Iteration 41Q: 3 clusters Score -4486811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4486813.000000 Penalty: 5189.770020
	Iteration 42Q: 3 clusters Score -4486813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4486815.000000 Penalty: 5189.770020
	Iteration 43Q: 3 clusters Score -4486815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4486814.500000 Penalty: 5189.770020
	Iteration 44Q: 3 clusters Score -4486814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4486812.500000 Penalty: 5189.770020
	Iteration 45Q: 3 clusters Score -4486812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4486816.500000 Penalty: 5189.770020
	Iteration 46Q: 3 clusters Score -4486816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4486814.000000 Penalty: 5189.770020
	Iteration 47Q: 3 clusters Score -4486814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4486814.000000 Penalty: 5189.770020
	Iteration 48F: 3 clusters Score -4486814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -747698.625000 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -747698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -742494.750000 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -742494.8 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -743997.562500 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -743997.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -744435.250000 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -744435.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -744720.312500 Penalty: 4326.883789
	Iteration 3F: 3 clusters Score -744720.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -744942.875000 Penalty: 4326.883789
	Iteration 4F: 3 clusters Score -744942.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -745131.312500 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -745131.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -745299.312500 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -745299.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -745468.312500 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -745468.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -745596.937500 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -745596.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -745719.437500 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -745719.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -745839.125000 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -745839.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -745946.625000 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -745946.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -746023.500000 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -746023.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -746086.625000 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -746086.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -746122.687500 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -746122.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -746149.437500 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -746149.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -746178.250000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -746178.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -746205.437500 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -746205.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -746225.500000 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -746225.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -746244.625000 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -746244.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -746266.812500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -746266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -746288.750000 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -746288.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -746307.062500 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -746307.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -746331.687500 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -746331.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -746357.437500 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -746357.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -746384.937500 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -746384.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -746406.187500 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -746406.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -746425.437500 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -746425.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -746442.625000 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -746442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -746453.937500 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -746453.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -746464.437500 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -746464.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -746473.875000 Penalty: 4326.883789
	Iteration 31Q: 3 clusters Score -746473.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -746483.625000 Penalty: 4326.883789
	Iteration 32Q: 3 clusters Score -746483.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -746489.375000 Penalty: 4326.883789
	Iteration 33Q: 3 clusters Score -746489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -746494.812500 Penalty: 4326.883789
	Iteration 34Q: 3 clusters Score -746494.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -746502.687500 Penalty: 4326.883789
	Iteration 35Q: 3 clusters Score -746502.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -746510.937500 Penalty: 4326.883789
	Iteration 36Q: 3 clusters Score -746510.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -746517.312500 Penalty: 4326.883789
	Iteration 37Q: 3 clusters Score -746517.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -746525.062500 Penalty: 4326.883789
	Iteration 38Q: 3 clusters Score -746525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -746529.812500 Penalty: 4326.883789
	Iteration 39Q: 3 clusters Score -746529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -746531.812500 Penalty: 4326.883789
	Iteration 40F: 3 clusters Score -746531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -746536.562500 Penalty: 4326.883789
	Iteration 41Q: 3 clusters Score -746536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -746542.750000 Penalty: 4326.883789
	Iteration 42Q: 3 clusters Score -746542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -746549.687500 Penalty: 4326.883789
	Iteration 43Q: 3 clusters Score -746549.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -746557.687500 Penalty: 4326.883789
	Iteration 44Q: 3 clusters Score -746557.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -746569.062500 Penalty: 4326.883789
	Iteration 45Q: 3 clusters Score -746569.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -746576.687500 Penalty: 4326.883789
	Iteration 46Q: 3 clusters Score -746576.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -746584.000000 Penalty: 4326.883789
	Iteration 47Q: 3 clusters Score -746584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -746591.312500 Penalty: 4326.883789
	Iteration 48Q: 3 clusters Score -746591.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -746597.687500 Penalty: 4326.883789
	Iteration 49Q: 3 clusters Score -746597.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -746607.437500 Penalty: 4326.883789
	Iteration 50Q: 3 clusters Score -746607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -746612.062500 Penalty: 4326.883789
	Iteration 51Q: 3 clusters Score -746612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -746614.687500 Penalty: 4326.883789
	Iteration 52Q: 3 clusters Score -746614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -746620.312500 Penalty: 4326.883789
	Iteration 53Q: 3 clusters Score -746620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -746623.062500 Penalty: 4326.883789
	Iteration 54Q: 3 clusters Score -746623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -746624.125000 Penalty: 4326.883789
	Iteration 55Q: 3 clusters Score -746624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -746623.187500 Penalty: 4326.883789
	Iteration 56Q: 3 clusters Score -746623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -746622.937500 Penalty: 4326.883789
	Iteration 57Q: 3 clusters Score -746622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -746623.625000 Penalty: 4326.883789
	Iteration 58Q: 3 clusters Score -746623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -746623.625000 Penalty: 4326.883789
	Iteration 59F: 3 clusters Score -746623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1254810.875000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1254811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1247377.875000 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1247378 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1249624.000000 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1249624 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1250023.875000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1250024 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1250431.625000 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -1250432 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1250871.875000 Penalty: 4546.839355
	Iteration 4F: 3 clusters Score -1250872 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1251372.750000 Penalty: 4546.839355
	Iteration 5F: 3 clusters Score -1251373 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1251866.375000 Penalty: 4546.839355
	Iteration 6F: 3 clusters Score -1251866 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1252281.375000 Penalty: 4546.839355
	Iteration 7F: 3 clusters Score -1252281 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1252697.125000 Penalty: 4546.839355
	Iteration 8F: 3 clusters Score -1252697 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1253013.875000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1253014 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1253200.125000 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1253200 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1253330.750000 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1253331 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1253394.500000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1253394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1253444.625000 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1253445 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1253478.500000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1253478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1253497.875000 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1253498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1253519.625000 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1253520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1253539.250000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1253539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1253559.750000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1253560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1253574.500000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1253574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1253588.875000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1253589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1253603.875000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1253604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1253617.125000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1253617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1253627.250000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1253627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1253633.625000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1253634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1253640.500000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1253640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1253649.125000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1253649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1253657.000000 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1253657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1253667.750000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1253668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1253677.000000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1253677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1253681.250000 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1253681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1253681.250000 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1253681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1253686.125000 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1253686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1253691.875000 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1253692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1253700.250000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1253700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1253703.250000 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1253703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1253710.375000 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1253710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1253711.875000 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1253712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1253717.125000 Penalty: 4546.839355
	Iteration 38Q: 3 clusters Score -1253717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1253724.375000 Penalty: 4546.839355
	Iteration 39Q: 3 clusters Score -1253724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1253734.000000 Penalty: 4546.839355
	Iteration 40F: 3 clusters Score -1253734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1253734.250000 Penalty: 4546.839355
	Iteration 41Q: 3 clusters Score -1253734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1253749.500000 Penalty: 4546.839355
	Iteration 42Q: 3 clusters Score -1253750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1253757.500000 Penalty: 4546.839355
	Iteration 43Q: 3 clusters Score -1253758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1253761.875000 Penalty: 4546.839355
	Iteration 44Q: 3 clusters Score -1253762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1253766.750000 Penalty: 4546.839355
	Iteration 45Q: 3 clusters Score -1253767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1253769.250000 Penalty: 4546.839355
	Iteration 46Q: 3 clusters Score -1253769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1253772.625000 Penalty: 4546.839355
	Iteration 47Q: 3 clusters Score -1253773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1253775.625000 Penalty: 4546.839355
	Iteration 48Q: 3 clusters Score -1253776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1253776.375000 Penalty: 4546.839355
	Iteration 49Q: 3 clusters Score -1253776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1253780.875000 Penalty: 4546.839355
	Iteration 50Q: 3 clusters Score -1253781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1253784.750000 Penalty: 4546.839355
	Iteration 51Q: 3 clusters Score -1253785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1253788.750000 Penalty: 4546.839355
	Iteration 52Q: 3 clusters Score -1253789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1253789.875000 Penalty: 4546.839355
	Iteration 53Q: 3 clusters Score -1253790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1253793.000000 Penalty: 4546.839355
	Iteration 54Q: 3 clusters Score -1253793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1253794.625000 Penalty: 4546.839355
	Iteration 55Q: 3 clusters Score -1253795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1253801.750000 Penalty: 4546.839355
	Iteration 56Q: 3 clusters Score -1253802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1253801.125000 Penalty: 4546.839355
	Iteration 57Q: 3 clusters Score -1253801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1253803.125000 Penalty: 4546.839355
	Iteration 58Q: 3 clusters Score -1253803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1253805.750000 Penalty: 4546.839355
	Iteration 59Q: 3 clusters Score -1253806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1253810.500000 Penalty: 4546.839355
	Iteration 60F: 3 clusters Score -1253810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1253811.750000 Penalty: 4546.839355
	Iteration 61Q: 3 clusters Score -1253812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1253814.875000 Penalty: 4546.839355
	Iteration 62Q: 3 clusters Score -1253815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1253826.875000 Penalty: 4546.839355
	Iteration 63Q: 3 clusters Score -1253827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1253830.375000 Penalty: 4546.839355
	Iteration 64Q: 3 clusters Score -1253830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1253831.625000 Penalty: 4546.839355
	Iteration 65Q: 3 clusters Score -1253832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1253838.750000 Penalty: 4546.839355
	Iteration 66Q: 3 clusters Score -1253839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1253842.625000 Penalty: 4546.839355
	Iteration 67Q: 3 clusters Score -1253843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1253846.375000 Penalty: 4546.839355
	Iteration 68Q: 3 clusters Score -1253846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1253854.875000 Penalty: 4546.839355
	Iteration 69Q: 3 clusters Score -1253855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1253859.625000 Penalty: 4546.839355
	Iteration 70Q: 3 clusters Score -1253860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1253861.125000 Penalty: 4546.839355
	Iteration 71Q: 3 clusters Score -1253861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1253867.000000 Penalty: 4546.839355
	Iteration 72Q: 3 clusters Score -1253867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1253869.625000 Penalty: 4546.839355
	Iteration 73Q: 3 clusters Score -1253870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1253871.125000 Penalty: 4546.839355
	Iteration 74Q: 3 clusters Score -1253871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1253871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1253874.250000 Penalty: 4546.839355
	Iteration 76Q: 3 clusters Score -1253874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1253876.625000 Penalty: 4546.839355
	Iteration 77Q: 3 clusters Score -1253877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1253875.750000 Penalty: 4546.839355
	Iteration 78Q: 3 clusters Score -1253876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1253881.250000 Penalty: 4546.839355
	Iteration 79Q: 3 clusters Score -1253881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1253882.375000 Penalty: 4546.839355
	Iteration 80F: 3 clusters Score -1253882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1253884.375000 Penalty: 4546.839355
	Iteration 81Q: 3 clusters Score -1253884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1253884.125000 Penalty: 4546.839355
	Iteration 82Q: 3 clusters Score -1253884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1253888.625000 Penalty: 4546.839355
	Iteration 83Q: 3 clusters Score -1253889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1253892.375000 Penalty: 4546.839355
	Iteration 84Q: 3 clusters Score -1253892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1253894.750000 Penalty: 4546.839355
	Iteration 85Q: 3 clusters Score -1253895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1253896.875000 Penalty: 4546.839355
	Iteration 86Q: 3 clusters Score -1253897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1253904.875000 Penalty: 4546.839355
	Iteration 87Q: 3 clusters Score -1253905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1253907.000000 Penalty: 4546.839355
	Iteration 88Q: 3 clusters Score -1253907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1253911.750000 Penalty: 4546.839355
	Iteration 89Q: 3 clusters Score -1253912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1253915.250000 Penalty: 4546.839355
	Iteration 90Q: 3 clusters Score -1253915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1253917.875000 Penalty: 4546.839355
	Iteration 91Q: 3 clusters Score -1253918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1253927.750000 Penalty: 4546.839355
	Iteration 92Q: 3 clusters Score -1253928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1253941.000000 Penalty: 4546.839355
	Iteration 93Q: 3 clusters Score -1253941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1253957.125000 Penalty: 4546.839355
	Iteration 94Q: 3 clusters Score -1253957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1253968.250000 Penalty: 4546.839355
	Iteration 95Q: 3 clusters Score -1253968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1253975.625000 Penalty: 4546.839355
	Iteration 96Q: 3 clusters Score -1253976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1253984.250000 Penalty: 4546.839355
	Iteration 97Q: 3 clusters Score -1253984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1253996.750000 Penalty: 4546.839355
	Iteration 98Q: 3 clusters Score -1253997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1254017.500000 Penalty: 4546.839355
	Iteration 99Q: 3 clusters Score -1254018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1254042.750000 Penalty: 4546.839355
	Iteration 100F: 3 clusters Score -1254043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1254069.875000 Penalty: 4546.839355
	Iteration 101Q: 3 clusters Score -1254070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1254106.125000 Penalty: 4546.839355
	Iteration 102Q: 3 clusters Score -1254106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1254141.875000 Penalty: 4546.839355
	Iteration 103Q: 3 clusters Score -1254142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1254177.125000 Penalty: 4546.839355
	Iteration 104Q: 3 clusters Score -1254177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1254210.875000 Penalty: 4546.839355
	Iteration 105Q: 3 clusters Score -1254211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1254254.250000 Penalty: 4546.839355
	Iteration 106Q: 3 clusters Score -1254254 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1254300.750000 Penalty: 4546.839355
	Iteration 107Q: 3 clusters Score -1254301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1254339.750000 Penalty: 4546.839355
	Iteration 108Q: 3 clusters Score -1254340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1254366.125000 Penalty: 4546.839355
	Iteration 109Q: 3 clusters Score -1254366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1254389.000000 Penalty: 4546.839355
	Iteration 110Q: 3 clusters Score -1254389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1254415.000000 Penalty: 4546.839355
	Iteration 111Q: 3 clusters Score -1254415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1254434.250000 Penalty: 4546.839355
	Iteration 112Q: 3 clusters Score -1254434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1254447.250000 Penalty: 4546.839355
	Iteration 113Q: 3 clusters Score -1254447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1254458.500000 Penalty: 4546.839355
	Iteration 114Q: 3 clusters Score -1254458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1254467.000000 Penalty: 4546.839355
	Iteration 115Q: 3 clusters Score -1254467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1254471.875000 Penalty: 4546.839355
	Iteration 116Q: 3 clusters Score -1254472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1254477.625000 Penalty: 4546.839355
	Iteration 117Q: 3 clusters Score -1254478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1254486.125000 Penalty: 4546.839355
	Iteration 118Q: 3 clusters Score -1254486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1254492.250000 Penalty: 4546.839355
	Iteration 119Q: 3 clusters Score -1254492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1254497.500000 Penalty: 4546.839355
	Iteration 120F: 3 clusters Score -1254498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1254496.500000 Penalty: 4546.839355
	Iteration 121Q: 3 clusters Score -1254496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1254498.875000 Penalty: 4546.839355
	Iteration 122Q: 3 clusters Score -1254499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1254501.125000 Penalty: 4546.839355
	Iteration 123Q: 3 clusters Score -1254501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1254502.875000 Penalty: 4546.839355
	Iteration 124Q: 3 clusters Score -1254503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1254502.500000 Penalty: 4546.839355
	Iteration 125Q: 3 clusters Score -1254502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1254504.500000 Penalty: 4546.839355
	Iteration 126Q: 3 clusters Score -1254504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1254505.125000 Penalty: 4546.839355
	Iteration 127Q: 3 clusters Score -1254505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1254504.875000 Penalty: 4546.839355
	Iteration 128Q: 3 clusters Score -1254505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1254504.875000 Penalty: 4546.839355
	Iteration 129F: 3 clusters Score -1254505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 58332 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 105518 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 9576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216664.000000 Penalty: 115438.812500
Iteration 39Q: 35 clusters Score -1.112167e+08 nChanged 24220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 3352 members 
Mstep: Class 3 contains 11476 members 
Mstep: Class 4 contains 19830 members 
Mstep: Class 5 contains 48785 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 58182 members 
Mstep: Class 8 contains 163469 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 44048 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 5967 members 
Mstep: Class 16 contains 108922 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 91834 members 
Mstep: Class 19 contains 10276 members 
Mstep: Class 20 contains 35054 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 11958 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 2358 members 
Mstep: Class 27 contains 28871 members 
Mstep: Class 28 contains 14793 members 
Mstep: Class 29 contains 7228 members 
Mstep: Class 30 contains 25827 members 
Mstep: Class 31 contains 22426 members 
Mstep: Class 32 contains 81036 members 
Mstep: Class 33 contains 1601 members 
Mstep: Class 34 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231320.000000 Penalty: 115438.812500
Iteration 40F: 35 clusters Score -1.112313e+08 nChanged 17804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 11475 members 
Mstep: Class 4 contains 19365 members 
Mstep: Class 5 contains 48054 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 57972 members 
Mstep: Class 8 contains 163714 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 3427 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 43167 members 
Mstep: Class 13 contains 10110 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 109642 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 91689 members 
Mstep: Class 19 contains 10379 members 
Mstep: Class 20 contains 34609 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 11684 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 2420 members 
Mstep: Class 27 contains 29850 members 
Mstep: Class 28 contains 14793 members 
Mstep: Class 29 contains 7216 members 
Mstep: Class 30 contains 25547 members 
Mstep: Class 31 contains 22483 members 
Mstep: Class 32 contains 81951 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 5426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236848.000000 Penalty: 115438.812500
Iteration 41Q: 35 clusters Score -1.112368e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 47470 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 57840 members 
Mstep: Class 8 contains 163747 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 42360 members 
Mstep: Class 13 contains 10110 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 110128 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 34349 members 
Mstep: Class 21 contains 6228 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 11542 members 
Mstep: Class 25 contains 3298 members 
Mstep: Class 26 contains 2432 members 
Mstep: Class 27 contains 30736 members 
Mstep: Class 28 contains 14798 members 
Mstep: Class 29 contains 7195 members 
Mstep: Class 30 contains 25563 members 
Mstep: Class 31 contains 22407 members 
Mstep: Class 32 contains 82518 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239912.000000 Penalty: 115438.812500
Iteration 42Q: 35 clusters Score -1.112399e+08 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 11484 members 
Mstep: Class 4 contains 18890 members 
Mstep: Class 5 contains 47008 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 57723 members 
Mstep: Class 8 contains 163719 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 41686 members 
Mstep: Class 13 contains 10107 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 5703 members 
Mstep: Class 16 contains 110460 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 91216 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 34200 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 9704 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 3336 members 
Mstep: Class 26 contains 2439 members 
Mstep: Class 27 contains 31515 members 
Mstep: Class 28 contains 14807 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 25604 members 
Mstep: Class 31 contains 22300 members 
Mstep: Class 32 contains 82881 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241568.000000 Penalty: 115438.812500
Iteration 43Q: 35 clusters Score -1.112416e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 11485 members 
Mstep: Class 4 contains 18738 members 
Mstep: Class 5 contains 46655 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 57625 members 
Mstep: Class 8 contains 163664 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 41100 members 
Mstep: Class 13 contains 10108 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 110725 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 90963 members 
Mstep: Class 19 contains 10672 members 
Mstep: Class 20 contains 34138 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 9697 members 
Mstep: Class 23 contains 2740 members 
Mstep: Class 24 contains 11399 members 
Mstep: Class 25 contains 3376 members 
Mstep: Class 26 contains 2444 members 
Mstep: Class 27 contains 32162 members 
Mstep: Class 28 contains 14811 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 25645 members 
Mstep: Class 31 contains 22232 members 
Mstep: Class 32 contains 83106 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 5397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242720.000000 Penalty: 115438.812500
Iteration 44Q: 35 clusters Score -1.112427e+08 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 18604 members 
Mstep: Class 5 contains 46349 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 57550 members 
Mstep: Class 8 contains 163600 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 40642 members 
Mstep: Class 13 contains 10111 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 110980 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 90707 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 34105 members 
Mstep: Class 21 contains 6111 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 2782 members 
Mstep: Class 24 contains 11387 members 
Mstep: Class 25 contains 3403 members 
Mstep: Class 26 contains 2449 members 
Mstep: Class 27 contains 32753 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 25658 members 
Mstep: Class 31 contains 22183 members 
Mstep: Class 32 contains 83234 members 
Mstep: Class 33 contains 1827 members 
Mstep: Class 34 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243400.000000 Penalty: 115438.812500
Iteration 45Q: 35 clusters Score -1.112434e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 18486 members 
Mstep: Class 5 contains 46072 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 57501 members 
Mstep: Class 8 contains 163529 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 40280 members 
Mstep: Class 13 contains 10096 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 111179 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 90494 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 34094 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 9705 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 11377 members 
Mstep: Class 25 contains 3434 members 
Mstep: Class 26 contains 2455 members 
Mstep: Class 27 contains 33259 members 
Mstep: Class 28 contains 14821 members 
Mstep: Class 29 contains 7135 members 
Mstep: Class 30 contains 25678 members 
Mstep: Class 31 contains 22125 members 
Mstep: Class 32 contains 83313 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243960.000000 Penalty: 115438.812500
Iteration 46Q: 35 clusters Score -1.11244e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 11495 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 45845 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 57459 members 
Mstep: Class 8 contains 163452 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 39962 members 
Mstep: Class 13 contains 10085 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 5959 members 
Mstep: Class 16 contains 111337 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 90282 members 
Mstep: Class 19 contains 10866 members 
Mstep: Class 20 contains 34090 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 11386 members 
Mstep: Class 25 contains 3464 members 
Mstep: Class 26 contains 2461 members 
Mstep: Class 27 contains 33719 members 
Mstep: Class 28 contains 14826 members 
Mstep: Class 29 contains 7126 members 
Mstep: Class 30 contains 25668 members 
Mstep: Class 31 contains 22090 members 
Mstep: Class 32 contains 83386 members 
Mstep: Class 33 contains 1906 members 
Mstep: Class 34 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244440.000000 Penalty: 115438.812500
Iteration 47Q: 35 clusters Score -1.112444e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 11495 members 
Mstep: Class 4 contains 18305 members 
Mstep: Class 5 contains 45635 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 57428 members 
Mstep: Class 8 contains 163381 members 
Mstep: Class 9 contains 1124 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 39721 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 6028 members 
Mstep: Class 16 contains 111504 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 90068 members 
Mstep: Class 19 contains 10919 members 
Mstep: Class 20 contains 34093 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 9715 members 
Mstep: Class 23 contains 2871 members 
Mstep: Class 24 contains 11418 members 
Mstep: Class 25 contains 3484 members 
Mstep: Class 26 contains 2468 members 
Mstep: Class 27 contains 34164 members 
Mstep: Class 28 contains 14836 members 
Mstep: Class 29 contains 7117 members 
Mstep: Class 30 contains 25619 members 
Mstep: Class 31 contains 22019 members 
Mstep: Class 32 contains 83440 members 
Mstep: Class 33 contains 1950 members 
Mstep: Class 34 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244480.000000 Penalty: 115438.812500
Iteration 48Q: 35 clusters Score -1.112445e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 18237 members 
Mstep: Class 5 contains 45459 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 57402 members 
Mstep: Class 8 contains 163344 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 39502 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 6264 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 111626 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 89885 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 20 contains 34108 members 
Mstep: Class 21 contains 5991 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 3506 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 34536 members 
Mstep: Class 28 contains 14845 members 
Mstep: Class 29 contains 7104 members 
Mstep: Class 30 contains 25600 members 
Mstep: Class 31 contains 21954 members 
Mstep: Class 32 contains 83453 members 
Mstep: Class 33 contains 1996 members 
Mstep: Class 34 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244936.000000 Penalty: 115438.812500
Iteration 49Q: 35 clusters Score -1.112449e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 18178 members 
Mstep: Class 5 contains 45300 members 
Mstep: Class 6 contains 6688 members 
Mstep: Class 7 contains 57377 members 
Mstep: Class 8 contains 163307 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 39353 members 
Mstep: Class 13 contains 10057 members 
Mstep: Class 14 contains 6322 members 
Mstep: Class 15 contains 6159 members 
Mstep: Class 16 contains 111734 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 89726 members 
Mstep: Class 19 contains 11008 members 
Mstep: Class 20 contains 34118 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 9721 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 11517 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 34827 members 
Mstep: Class 28 contains 14850 members 
Mstep: Class 29 contains 7094 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 21868 members 
Mstep: Class 32 contains 83477 members 
Mstep: Class 33 contains 2030 members 
Mstep: Class 34 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245120.000000 Penalty: 115438.812500
Iteration 50Q: 35 clusters Score -1.112451e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 11505 members 
Mstep: Class 4 contains 18119 members 
Mstep: Class 5 contains 45149 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 57339 members 
Mstep: Class 8 contains 163278 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 39206 members 
Mstep: Class 13 contains 10058 members 
Mstep: Class 14 contains 6376 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 111844 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 89573 members 
Mstep: Class 19 contains 11045 members 
Mstep: Class 20 contains 34140 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 9718 members 
Mstep: Class 23 contains 2935 members 
Mstep: Class 24 contains 11600 members 
Mstep: Class 25 contains 3526 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 35091 members 
Mstep: Class 28 contains 14854 members 
Mstep: Class 29 contains 7080 members 
Mstep: Class 30 contains 25580 members 
Mstep: Class 31 contains 21778 members 
Mstep: Class 32 contains 83493 members 
Mstep: Class 33 contains 2067 members 
Mstep: Class 34 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245152.000000 Penalty: 115438.812500
Iteration 51Q: 35 clusters Score -1.112452e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 11507 members 
Mstep: Class 4 contains 18061 members 
Mstep: Class 5 contains 45002 members 
Mstep: Class 6 contains 6670 members 
Mstep: Class 7 contains 57299 members 
Mstep: Class 8 contains 163241 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 39065 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 6421 members 
Mstep: Class 15 contains 6285 members 
Mstep: Class 16 contains 111946 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 89428 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 34167 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 9717 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 11670 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 35381 members 
Mstep: Class 28 contains 14855 members 
Mstep: Class 29 contains 7063 members 
Mstep: Class 30 contains 25562 members 
Mstep: Class 31 contains 21694 members 
Mstep: Class 32 contains 83501 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245424.000000 Penalty: 115438.812500
Iteration 52Q: 35 clusters Score -1.112454e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 11506 members 
Mstep: Class 4 contains 18009 members 
Mstep: Class 5 contains 44870 members 
Mstep: Class 6 contains 6664 members 
Mstep: Class 7 contains 57272 members 
Mstep: Class 8 contains 163207 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 4979 members 
Mstep: Class 12 contains 38962 members 
Mstep: Class 13 contains 10050 members 
Mstep: Class 14 contains 6470 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 112000 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 89290 members 
Mstep: Class 19 contains 11140 members 
Mstep: Class 20 contains 34202 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 2977 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 35635 members 
Mstep: Class 28 contains 14856 members 
Mstep: Class 29 contains 7052 members 
Mstep: Class 30 contains 25546 members 
Mstep: Class 31 contains 21581 members 
Mstep: Class 32 contains 83505 members 
Mstep: Class 33 contains 2178 members 
Mstep: Class 34 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245872.000000 Penalty: 115438.812500
Iteration 53Q: 35 clusters Score -1.112459e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 11508 members 
Mstep: Class 4 contains 17967 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 57240 members 
Mstep: Class 8 contains 163159 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 4977 members 
Mstep: Class 12 contains 38851 members 
Mstep: Class 13 contains 10042 members 
Mstep: Class 14 contains 6515 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 112032 members 
Mstep: Class 17 contains 1740 members 
Mstep: Class 18 contains 89189 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 34244 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 9721 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 3582 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 35852 members 
Mstep: Class 28 contains 14856 members 
Mstep: Class 29 contains 7044 members 
Mstep: Class 30 contains 25527 members 
Mstep: Class 31 contains 21523 members 
Mstep: Class 32 contains 83510 members 
Mstep: Class 33 contains 2229 members 
Mstep: Class 34 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246128.000000 Penalty: 115438.812500
Iteration 54Q: 35 clusters Score -1.112461e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 11508 members 
Mstep: Class 4 contains 17932 members 
Mstep: Class 5 contains 44629 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 57211 members 
Mstep: Class 8 contains 163127 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 38775 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 6548 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 112070 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 18 contains 89101 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 34249 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 9724 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 11809 members 
Mstep: Class 25 contains 3593 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 36085 members 
Mstep: Class 28 contains 14855 members 
Mstep: Class 29 contains 7041 members 
Mstep: Class 30 contains 25504 members 
Mstep: Class 31 contains 21474 members 
Mstep: Class 32 contains 83503 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246400.000000 Penalty: 115438.812500
Iteration 55Q: 35 clusters Score -1.112464e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 11504 members 
Mstep: Class 4 contains 17904 members 
Mstep: Class 5 contains 44515 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 57171 members 
Mstep: Class 8 contains 163112 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 38703 members 
Mstep: Class 13 contains 10022 members 
Mstep: Class 14 contains 6571 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 112115 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 89004 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 34267 members 
Mstep: Class 21 contains 5992 members 
Mstep: Class 22 contains 9718 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 11824 members 
Mstep: Class 25 contains 3607 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 36316 members 
Mstep: Class 28 contains 14857 members 
Mstep: Class 29 contains 7040 members 
Mstep: Class 30 contains 25476 members 
Mstep: Class 31 contains 21432 members 
Mstep: Class 32 contains 83502 members 
Mstep: Class 33 contains 2308 members 
Mstep: Class 34 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246440.000000 Penalty: 115438.812500
Iteration 56Q: 35 clusters Score -1.112464e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 11501 members 
Mstep: Class 4 contains 17882 members 
Mstep: Class 5 contains 44412 members 
Mstep: Class 6 contains 6636 members 
Mstep: Class 7 contains 57134 members 
Mstep: Class 8 contains 163097 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 38657 members 
Mstep: Class 13 contains 10018 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 112142 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 18 contains 88904 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 34273 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 11834 members 
Mstep: Class 25 contains 3622 members 
Mstep: Class 26 contains 2468 members 
Mstep: Class 27 contains 36532 members 
Mstep: Class 28 contains 14856 members 
Mstep: Class 29 contains 7039 members 
Mstep: Class 30 contains 25459 members 
Mstep: Class 31 contains 21370 members 
Mstep: Class 32 contains 83501 members 
Mstep: Class 33 contains 2335 members 
Mstep: Class 34 contains 5345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246440.000000 Penalty: 115438.812500
Iteration 57Q: 35 clusters Score -1.112464e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 17860 members 
Mstep: Class 5 contains 44307 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 57110 members 
Mstep: Class 8 contains 163083 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 38618 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 6610 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 112169 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 18 contains 88802 members 
Mstep: Class 19 contains 11325 members 
Mstep: Class 20 contains 34280 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 11848 members 
Mstep: Class 25 contains 3638 members 
Mstep: Class 26 contains 2468 members 
Mstep: Class 27 contains 36764 members 
Mstep: Class 28 contains 14852 members 
Mstep: Class 29 contains 7038 members 
Mstep: Class 30 contains 25435 members 
Mstep: Class 31 contains 21301 members 
Mstep: Class 32 contains 83503 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 5340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246488.000000 Penalty: 115438.812500
Iteration 58Q: 35 clusters Score -1.112465e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 5498 members 
Mstep: Class 3 contains 11495 members 
Mstep: Class 4 contains 17821 members 
Mstep: Class 5 contains 44214 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 57091 members 
Mstep: Class 8 contains 163072 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 38591 members 
Mstep: Class 13 contains 9994 members 
Mstep: Class 14 contains 6620 members 
Mstep: Class 15 contains 6578 members 
Mstep: Class 16 contains 112196 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 88702 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 11841 members 
Mstep: Class 25 contains 3654 members 
Mstep: Class 26 contains 2468 members 
Mstep: Class 27 contains 36970 members 
Mstep: Class 28 contains 14853 members 
Mstep: Class 29 contains 7041 members 
Mstep: Class 30 contains 25445 members 
Mstep: Class 31 contains 21234 members 
Mstep: Class 32 contains 83497 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246352.000000 Penalty: 115438.812500
Iteration 59Q: 35 clusters Score -1.112464e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 17778 members 
Mstep: Class 5 contains 44128 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 57067 members 
Mstep: Class 8 contains 163045 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2083 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 38557 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 112230 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 88606 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 34305 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 9718 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 11832 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 2468 members 
Mstep: Class 27 contains 37178 members 
Mstep: Class 28 contains 14857 members 
Mstep: Class 29 contains 7045 members 
Mstep: Class 30 contains 25437 members 
Mstep: Class 31 contains 21177 members 
Mstep: Class 32 contains 83490 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 5328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246624.000000 Penalty: 115438.812500
Iteration 60F: 35 clusters Score -1.112466e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17729 members 
Mstep: Class 5 contains 44044 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 57036 members 
Mstep: Class 8 contains 163047 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 38524 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 6621 members 
Mstep: Class 16 contains 112271 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 88515 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 3702 members 
Mstep: Class 26 contains 2468 members 
Mstep: Class 27 contains 37343 members 
Mstep: Class 28 contains 14862 members 
Mstep: Class 29 contains 7048 members 
Mstep: Class 30 contains 25411 members 
Mstep: Class 31 contains 21129 members 
Mstep: Class 32 contains 83493 members 
Mstep: Class 33 contains 2411 members 
Mstep: Class 34 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247184.000000 Penalty: 115438.812500
Iteration 61Q: 35 clusters Score -1.112472e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 43974 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 57000 members 
Mstep: Class 8 contains 163029 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 38498 members 
Mstep: Class 13 contains 9957 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 112312 members 
Mstep: Class 17 contains 1870 members 
Mstep: Class 18 contains 88432 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 34328 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 11784 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 37518 members 
Mstep: Class 28 contains 14868 members 
Mstep: Class 29 contains 7053 members 
Mstep: Class 30 contains 25395 members 
Mstep: Class 31 contains 21082 members 
Mstep: Class 32 contains 83483 members 
Mstep: Class 33 contains 2426 members 
Mstep: Class 34 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247440.000000 Penalty: 115438.812500
Iteration 62Q: 35 clusters Score -1.112474e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 17673 members 
Mstep: Class 5 contains 43910 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 56975 members 
Mstep: Class 8 contains 163024 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 38479 members 
Mstep: Class 13 contains 9947 members 
Mstep: Class 14 contains 6640 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 112332 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 88362 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 34336 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 9718 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 11754 members 
Mstep: Class 25 contains 3754 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 37679 members 
Mstep: Class 28 contains 14871 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 25366 members 
Mstep: Class 31 contains 21033 members 
Mstep: Class 32 contains 83481 members 
Mstep: Class 33 contains 2428 members 
Mstep: Class 34 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247752.000000 Penalty: 115438.812500
Iteration 63Q: 35 clusters Score -1.112478e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 5752 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 43832 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 56938 members 
Mstep: Class 8 contains 163042 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 38457 members 
Mstep: Class 13 contains 9943 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 6671 members 
Mstep: Class 16 contains 112355 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 88284 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 34347 members 
Mstep: Class 21 contains 5989 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 37823 members 
Mstep: Class 28 contains 14871 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 25341 members 
Mstep: Class 31 contains 20998 members 
Mstep: Class 32 contains 83472 members 
Mstep: Class 33 contains 2433 members 
Mstep: Class 34 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248056.000000 Penalty: 115438.812500
Iteration 64Q: 35 clusters Score -1.112481e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 5810 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 17610 members 
Mstep: Class 5 contains 43757 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 56907 members 
Mstep: Class 8 contains 163034 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1974 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 38439 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 6651 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 112393 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 88223 members 
Mstep: Class 19 contains 11534 members 
Mstep: Class 20 contains 34358 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 9715 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 11723 members 
Mstep: Class 25 contains 3811 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 37956 members 
Mstep: Class 28 contains 14872 members 
Mstep: Class 29 contains 7064 members 
Mstep: Class 30 contains 25319 members 
Mstep: Class 31 contains 20962 members 
Mstep: Class 32 contains 83464 members 
Mstep: Class 33 contains 2430 members 
Mstep: Class 34 contains 5291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248072.000000 Penalty: 115438.812500
Iteration 65Q: 35 clusters Score -1.112481e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 5872 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 17567 members 
Mstep: Class 5 contains 43686 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 56886 members 
Mstep: Class 8 contains 163027 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 38419 members 
Mstep: Class 13 contains 9948 members 
Mstep: Class 14 contains 6659 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 112425 members 
Mstep: Class 17 contains 1986 members 
Mstep: Class 18 contains 88156 members 
Mstep: Class 19 contains 11557 members 
Mstep: Class 20 contains 34365 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 9715 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 11690 members 
Mstep: Class 25 contains 3852 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38097 members 
Mstep: Class 28 contains 14875 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 25278 members 
Mstep: Class 31 contains 20938 members 
Mstep: Class 32 contains 83458 members 
Mstep: Class 33 contains 2431 members 
Mstep: Class 34 contains 5285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248224.000000 Penalty: 115438.812500
Iteration 66Q: 35 clusters Score -1.112482e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17527 members 
Mstep: Class 5 contains 43615 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 56857 members 
Mstep: Class 8 contains 163011 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 4901 members 
Mstep: Class 12 contains 38393 members 
Mstep: Class 13 contains 9954 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 112461 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 88108 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 34370 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 11662 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38229 members 
Mstep: Class 28 contains 14877 members 
Mstep: Class 29 contains 7071 members 
Mstep: Class 30 contains 25232 members 
Mstep: Class 31 contains 20929 members 
Mstep: Class 32 contains 83454 members 
Mstep: Class 33 contains 2422 members 
Mstep: Class 34 contains 5276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248360.000000 Penalty: 115438.812500
Iteration 67Q: 35 clusters Score -1.112484e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 17493 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 56830 members 
Mstep: Class 8 contains 162989 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 38365 members 
Mstep: Class 13 contains 9960 members 
Mstep: Class 14 contains 6676 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 112490 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 88057 members 
Mstep: Class 19 contains 11618 members 
Mstep: Class 20 contains 34380 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 9708 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 11631 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38333 members 
Mstep: Class 28 contains 14880 members 
Mstep: Class 29 contains 7070 members 
Mstep: Class 30 contains 25203 members 
Mstep: Class 31 contains 20910 members 
Mstep: Class 32 contains 83449 members 
Mstep: Class 33 contains 2421 members 
Mstep: Class 34 contains 5272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248408.000000 Penalty: 115438.812500
Iteration 68Q: 35 clusters Score -1.112484e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 6059 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 17455 members 
Mstep: Class 5 contains 43512 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 56809 members 
Mstep: Class 8 contains 162973 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 38345 members 
Mstep: Class 13 contains 9960 members 
Mstep: Class 14 contains 6685 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 112517 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 88013 members 
Mstep: Class 19 contains 11633 members 
Mstep: Class 20 contains 34380 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 9706 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 11592 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38421 members 
Mstep: Class 28 contains 14882 members 
Mstep: Class 29 contains 7072 members 
Mstep: Class 30 contains 25169 members 
Mstep: Class 31 contains 20903 members 
Mstep: Class 32 contains 83445 members 
Mstep: Class 33 contains 2427 members 
Mstep: Class 34 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248472.000000 Penalty: 115438.812500
Iteration 69Q: 35 clusters Score -1.112485e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 6145 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 17423 members 
Mstep: Class 5 contains 43472 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 56794 members 
Mstep: Class 8 contains 162958 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 38314 members 
Mstep: Class 13 contains 9962 members 
Mstep: Class 14 contains 6687 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 112544 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 87978 members 
Mstep: Class 19 contains 11655 members 
Mstep: Class 20 contains 34391 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 9703 members 
Mstep: Class 23 contains 3198 members 
Mstep: Class 24 contains 11542 members 
Mstep: Class 25 contains 3986 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38497 members 
Mstep: Class 28 contains 14883 members 
Mstep: Class 29 contains 7075 members 
Mstep: Class 30 contains 25134 members 
Mstep: Class 31 contains 20908 members 
Mstep: Class 32 contains 83440 members 
Mstep: Class 33 contains 2423 members 
Mstep: Class 34 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248640.000000 Penalty: 115438.812500
Iteration 70Q: 35 clusters Score -1.112486e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17388 members 
Mstep: Class 5 contains 43429 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 56777 members 
Mstep: Class 8 contains 162942 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 38292 members 
Mstep: Class 13 contains 9962 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 112562 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 87952 members 
Mstep: Class 19 contains 11673 members 
Mstep: Class 20 contains 34396 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 9700 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38560 members 
Mstep: Class 28 contains 14883 members 
Mstep: Class 29 contains 7079 members 
Mstep: Class 30 contains 25102 members 
Mstep: Class 31 contains 20901 members 
Mstep: Class 32 contains 83441 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 5263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248792.000000 Penalty: 115438.812500
Iteration 71Q: 35 clusters Score -1.112488e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17361 members 
Mstep: Class 5 contains 43381 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 56762 members 
Mstep: Class 8 contains 162922 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 38272 members 
Mstep: Class 13 contains 9963 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 112587 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 87925 members 
Mstep: Class 19 contains 11689 members 
Mstep: Class 20 contains 34397 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 22 contains 9698 members 
Mstep: Class 23 contains 3230 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38610 members 
Mstep: Class 28 contains 14884 members 
Mstep: Class 29 contains 7082 members 
Mstep: Class 30 contains 25071 members 
Mstep: Class 31 contains 20904 members 
Mstep: Class 32 contains 83438 members 
Mstep: Class 33 contains 2411 members 
Mstep: Class 34 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248984.000000 Penalty: 115438.812500
Iteration 72Q: 35 clusters Score -1.11249e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17334 members 
Mstep: Class 5 contains 43344 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 56750 members 
Mstep: Class 8 contains 162922 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 4895 members 
Mstep: Class 12 contains 38252 members 
Mstep: Class 13 contains 9965 members 
Mstep: Class 14 contains 6689 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 112605 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 87877 members 
Mstep: Class 19 contains 11706 members 
Mstep: Class 20 contains 34397 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 9696 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 11327 members 
Mstep: Class 25 contains 4070 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38665 members 
Mstep: Class 28 contains 14885 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 25045 members 
Mstep: Class 31 contains 20911 members 
Mstep: Class 32 contains 83428 members 
Mstep: Class 33 contains 2415 members 
Mstep: Class 34 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249072.000000 Penalty: 115438.812500
Iteration 73Q: 35 clusters Score -1.112491e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 17307 members 
Mstep: Class 5 contains 43314 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 56732 members 
Mstep: Class 8 contains 162910 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 38223 members 
Mstep: Class 13 contains 9964 members 
Mstep: Class 14 contains 6692 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 112620 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 87839 members 
Mstep: Class 19 contains 11726 members 
Mstep: Class 20 contains 34401 members 
Mstep: Class 21 contains 5938 members 
Mstep: Class 22 contains 9696 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 4089 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38698 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 25024 members 
Mstep: Class 31 contains 20921 members 
Mstep: Class 32 contains 83431 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249264.000000 Penalty: 115438.812500
Iteration 74Q: 35 clusters Score -1.112493e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 17287 members 
Mstep: Class 5 contains 43276 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 56710 members 
Mstep: Class 8 contains 162913 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38203 members 
Mstep: Class 13 contains 9965 members 
Mstep: Class 14 contains 6693 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 112638 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 87812 members 
Mstep: Class 19 contains 11744 members 
Mstep: Class 20 contains 34405 members 
Mstep: Class 21 contains 5938 members 
Mstep: Class 22 contains 9694 members 
Mstep: Class 23 contains 3265 members 
Mstep: Class 24 contains 11158 members 
Mstep: Class 25 contains 4107 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 38735 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7084 members 
Mstep: Class 30 contains 25003 members 
Mstep: Class 31 contains 20926 members 
Mstep: Class 32 contains 83426 members 
Mstep: Class 33 contains 2410 members 
Mstep: Class 34 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249328.000000 Penalty: 115438.812500
Iteration 75Q: 35 clusters Score -1.112493e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 17264 members 
Mstep: Class 5 contains 43236 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 7 contains 56690 members 
Mstep: Class 8 contains 162916 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38182 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 6694 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 112663 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 87793 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 34409 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 9696 members 
Mstep: Class 23 contains 3271 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 4126 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 38762 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7084 members 
Mstep: Class 30 contains 24984 members 
Mstep: Class 31 contains 20929 members 
Mstep: Class 32 contains 83424 members 
Mstep: Class 33 contains 2404 members 
Mstep: Class 34 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249440.000000 Penalty: 115438.812500
Iteration 76Q: 35 clusters Score -1.112494e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 17240 members 
Mstep: Class 5 contains 43204 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 56673 members 
Mstep: Class 8 contains 162916 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 6695 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 112675 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 87773 members 
Mstep: Class 19 contains 11779 members 
Mstep: Class 20 contains 34412 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 9694 members 
Mstep: Class 23 contains 3279 members 
Mstep: Class 24 contains 10925 members 
Mstep: Class 25 contains 4144 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 38793 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7085 members 
Mstep: Class 30 contains 24976 members 
Mstep: Class 31 contains 20926 members 
Mstep: Class 32 contains 83422 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249816.000000 Penalty: 115438.812500
Iteration 77Q: 35 clusters Score -1.112498e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 17212 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 7 contains 56654 members 
Mstep: Class 8 contains 162916 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38159 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 112684 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 87752 members 
Mstep: Class 19 contains 11797 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 2471 members 
Mstep: Class 27 contains 38822 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7086 members 
Mstep: Class 30 contains 24966 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83419 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 5261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249768.000000 Penalty: 115438.812500
Iteration 78Q: 35 clusters Score -1.112498e+08 nChanged 470
Entering ConstructFrom: 
Score: -111249768.000000 Penalty: 115438.812500
Entering ConstructFrom: 
Trying to split cluster 1 (25013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Entering Unmasked Estep 
Score: -3196809.000000 Penalty: 2511.533447
	Iteration 0F: 2 clusters Score -3196809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3179584.250000 Penalty: 5023.066895
	Iteration 0F: 3 clusters Score -3179584 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3186455.250000 Penalty: 5023.066895
	Iteration 1F: 3 clusters Score -3186455 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3187773.000000 Penalty: 5023.066895
	Iteration 2F: 3 clusters Score -3187773 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3188942.250000 Penalty: 5023.066895
	Iteration 3F: 3 clusters Score -3188942 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3189839.250000 Penalty: 5023.066895
	Iteration 4F: 3 clusters Score -3189839 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3190487.000000 Penalty: 5023.066895
	Iteration 5F: 3 clusters Score -3190487 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3191002.750000 Penalty: 5023.066895
	Iteration 6Q: 3 clusters Score -3191003 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3191425.000000 Penalty: 5023.066895
	Iteration 7Q: 3 clusters Score -3191425 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3191832.000000 Penalty: 5023.066895
	Iteration 8Q: 3 clusters Score -3191832 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3192255.750000 Penalty: 5023.066895
	Iteration 9Q: 3 clusters Score -3192256 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3192693.000000 Penalty: 5023.066895
	Iteration 10Q: 3 clusters Score -3192693 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3193196.250000 Penalty: 5023.066895
	Iteration 11Q: 3 clusters Score -3193196 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3193692.500000 Penalty: 5023.066895
	Iteration 12Q: 3 clusters Score -3193692 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3194093.000000 Penalty: 5023.066895
	Iteration 13Q: 3 clusters Score -3194093 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3194415.250000 Penalty: 5023.066895
	Iteration 14Q: 3 clusters Score -3194415 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3194667.500000 Penalty: 5023.066895
	Iteration 15Q: 3 clusters Score -3194668 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3194867.250000 Penalty: 5023.066895
	Iteration 16Q: 3 clusters Score -3194867 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3194993.250000 Penalty: 5023.066895
	Iteration 17Q: 3 clusters Score -3194993 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3195120.250000 Penalty: 5023.066895
	Iteration 18Q: 3 clusters Score -3195120 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3195212.250000 Penalty: 5023.066895
	Iteration 19Q: 3 clusters Score -3195212 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3195280.000000 Penalty: 5023.066895
	Iteration 20F: 3 clusters Score -3195280 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3195335.000000 Penalty: 5023.066895
	Iteration 21Q: 3 clusters Score -3195335 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3195369.000000 Penalty: 5023.066895
	Iteration 22Q: 3 clusters Score -3195369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3195398.750000 Penalty: 5023.066895
	Iteration 23Q: 3 clusters Score -3195399 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3195437.500000 Penalty: 5023.066895
	Iteration 24Q: 3 clusters Score -3195438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3195454.750000 Penalty: 5023.066895
	Iteration 25Q: 3 clusters Score -3195455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3195462.750000 Penalty: 5023.066895
	Iteration 26Q: 3 clusters Score -3195463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3195479.500000 Penalty: 5023.066895
	Iteration 27Q: 3 clusters Score -3195480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3195487.500000 Penalty: 5023.066895
	Iteration 28Q: 3 clusters Score -3195488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3195499.000000 Penalty: 5023.066895
	Iteration 29Q: 3 clusters Score -3195499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3195501.000000 Penalty: 5023.066895
	Iteration 30Q: 3 clusters Score -3195501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3195502.750000 Penalty: 5023.066895
	Iteration 31Q: 3 clusters Score -3195503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3195495.750000 Penalty: 5023.066895
	Iteration 32Q: 3 clusters Score -3195496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3195492.250000 Penalty: 5023.066895
	Iteration 33Q: 3 clusters Score -3195492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3195497.750000 Penalty: 5023.066895
	Iteration 34Q: 3 clusters Score -3195498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3195495.250000 Penalty: 5023.066895
	Iteration 35Q: 3 clusters Score -3195495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3195504.000000 Penalty: 5023.066895
	Iteration 36Q: 3 clusters Score -3195504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3195508.000000 Penalty: 5023.066895
	Iteration 37Q: 3 clusters Score -3195508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3195505.250000 Penalty: 5023.066895
	Iteration 38Q: 3 clusters Score -3195505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3195504.750000 Penalty: 5023.066895
	Iteration 39Q: 3 clusters Score -3195505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3195510.750000 Penalty: 5023.066895
	Iteration 40F: 3 clusters Score -3195511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3195512.250000 Penalty: 5023.066895
	Iteration 41Q: 3 clusters Score -3195512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3195513.500000 Penalty: 5023.066895
	Iteration 42Q: 3 clusters Score -3195514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3195514.000000 Penalty: 5023.066895
	Iteration 43Q: 3 clusters Score -3195514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3195515.250000 Penalty: 5023.066895
	Iteration 44Q: 3 clusters Score -3195515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3195515.250000 Penalty: 5023.066895
	Iteration 45F: 3 clusters Score -3195515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -947419.000000 Penalty: 2205.367676
	Iteration 0F: 2 clusters Score -947419 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 3556 members 
Entering Unmasked Estep 
Score: -941413.062500 Penalty: 4410.735352
	Iteration 0F: 3 clusters Score -941413.1 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -943108.250000 Penalty: 4410.735352
	Iteration 1F: 3 clusters Score -943108.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -943385.562500 Penalty: 4410.735352
	Iteration 2F: 3 clusters Score -943385.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -943600.750000 Penalty: 4410.735352
	Iteration 3F: 3 clusters Score -943600.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -943829.250000 Penalty: 4410.735352
	Iteration 4Q: 3 clusters Score -943829.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -944092.562500 Penalty: 4410.735352
	Iteration 5F: 3 clusters Score -944092.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -944364.875000 Penalty: 4410.735352
	Iteration 6Q: 3 clusters Score -944364.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -944645.187500 Penalty: 4410.735352
	Iteration 7Q: 3 clusters Score -944645.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -944899.437500 Penalty: 4410.735352
	Iteration 8Q: 3 clusters Score -944899.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -945091.250000 Penalty: 4410.735352
	Iteration 9Q: 3 clusters Score -945091.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -945236.312500 Penalty: 4410.735352
	Iteration 10Q: 3 clusters Score -945236.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -945337.875000 Penalty: 4410.735352
	Iteration 11Q: 3 clusters Score -945337.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -945396.875000 Penalty: 4410.735352
	Iteration 12Q: 3 clusters Score -945396.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -945456.937500 Penalty: 4410.735352
	Iteration 13Q: 3 clusters Score -945456.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -945492.437500 Penalty: 4410.735352
	Iteration 14Q: 3 clusters Score -945492.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -945524.812500 Penalty: 4410.735352
	Iteration 15Q: 3 clusters Score -945524.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -945551.312500 Penalty: 4410.735352
	Iteration 16Q: 3 clusters Score -945551.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -945567.187500 Penalty: 4410.735352
	Iteration 17Q: 3 clusters Score -945567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -945575.187500 Penalty: 4410.735352
	Iteration 18Q: 3 clusters Score -945575.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -945584.750000 Penalty: 4410.735352
	Iteration 19Q: 3 clusters Score -945584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -945591.937500 Penalty: 4410.735352
	Iteration 20F: 3 clusters Score -945591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -945601.812500 Penalty: 4410.735352
	Iteration 21Q: 3 clusters Score -945601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -945605.312500 Penalty: 4410.735352
	Iteration 22Q: 3 clusters Score -945605.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -945608.000000 Penalty: 4410.735352
	Iteration 23Q: 3 clusters Score -945608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -945610.500000 Penalty: 4410.735352
	Iteration 24Q: 3 clusters Score -945610.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -945613.937500 Penalty: 4410.735352
	Iteration 25Q: 3 clusters Score -945613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -945616.187500 Penalty: 4410.735352
	Iteration 26Q: 3 clusters Score -945616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -945617.750000 Penalty: 4410.735352
	Iteration 27Q: 3 clusters Score -945617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -945618.687500 Penalty: 4410.735352
	Iteration 28Q: 3 clusters Score -945618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -945619.000000 Penalty: 4410.735352
	Iteration 29Q: 3 clusters Score -945619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -945621.500000 Penalty: 4410.735352
	Iteration 30Q: 3 clusters Score -945621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -945621.187500 Penalty: 4410.735352
	Iteration 31Q: 3 clusters Score -945621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -945623.375000 Penalty: 4410.735352
	Iteration 32Q: 3 clusters Score -945623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -945628.250000 Penalty: 4410.735352
	Iteration 33Q: 3 clusters Score -945628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -945630.750000 Penalty: 4410.735352
	Iteration 34Q: 3 clusters Score -945630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -945633.625000 Penalty: 4410.735352
	Iteration 35Q: 3 clusters Score -945633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -945635.687500 Penalty: 4410.735352
	Iteration 36Q: 3 clusters Score -945635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -945635.875000 Penalty: 4410.735352
	Iteration 37Q: 3 clusters Score -945635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -945640.437500 Penalty: 4410.735352
	Iteration 38Q: 3 clusters Score -945640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -945640.375000 Penalty: 4410.735352
	Iteration 39Q: 3 clusters Score -945640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -945642.187500 Penalty: 4410.735352
	Iteration 40F: 3 clusters Score -945642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -945642.125000 Penalty: 4410.735352
	Iteration 41Q: 3 clusters Score -945642.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -945642.125000 Penalty: 4410.735352
	Iteration 42F: 3 clusters Score -945642.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Entering Unmasked Estep 
Score: -1500077.250000 Penalty: 2318.825439
	Iteration 0F: 2 clusters Score -1500077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1491370.000000 Penalty: 4637.650879
	Iteration 0F: 3 clusters Score -1491370 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1494091.625000 Penalty: 4637.650879
	Iteration 1F: 3 clusters Score -1494092 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1494545.625000 Penalty: 4637.650879
	Iteration 2F: 3 clusters Score -1494546 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1494953.000000 Penalty: 4637.650879
	Iteration 3F: 3 clusters Score -1494953 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1495482.250000 Penalty: 4637.650879
	Iteration 4F: 3 clusters Score -1495482 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1496258.625000 Penalty: 4637.650879
	Iteration 5F: 3 clusters Score -1496259 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1497202.750000 Penalty: 4637.650879
	Iteration 6F: 3 clusters Score -1497203 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1498098.000000 Penalty: 4637.650879
	Iteration 7F: 3 clusters Score -1498098 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1498643.500000 Penalty: 4637.650879
	Iteration 8F: 3 clusters Score -1498644 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1498908.250000 Penalty: 4637.650879
	Iteration 9Q: 3 clusters Score -1498908 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1499048.125000 Penalty: 4637.650879
	Iteration 10Q: 3 clusters Score -1499048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1499139.750000 Penalty: 4637.650879
	Iteration 11Q: 3 clusters Score -1499140 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1499203.375000 Penalty: 4637.650879
	Iteration 12Q: 3 clusters Score -1499203 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1499248.625000 Penalty: 4637.650879
	Iteration 13Q: 3 clusters Score -1499249 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1499286.000000 Penalty: 4637.650879
	Iteration 14Q: 3 clusters Score -1499286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1499310.375000 Penalty: 4637.650879
	Iteration 15Q: 3 clusters Score -1499310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1499333.000000 Penalty: 4637.650879
	Iteration 16Q: 3 clusters Score -1499333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1499349.250000 Penalty: 4637.650879
	Iteration 17Q: 3 clusters Score -1499349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1499361.375000 Penalty: 4637.650879
	Iteration 18Q: 3 clusters Score -1499361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1499376.250000 Penalty: 4637.650879
	Iteration 19Q: 3 clusters Score -1499376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1499383.500000 Penalty: 4637.650879
	Iteration 20F: 3 clusters Score -1499384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1499396.375000 Penalty: 4637.650879
	Iteration 21Q: 3 clusters Score -1499396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1499402.875000 Penalty: 4637.650879
	Iteration 22Q: 3 clusters Score -1499403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1499406.500000 Penalty: 4637.650879
	Iteration 23Q: 3 clusters Score -1499406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1499410.125000 Penalty: 4637.650879
	Iteration 24Q: 3 clusters Score -1499410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1499411.750000 Penalty: 4637.650879
	Iteration 25Q: 3 clusters Score -1499412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1499411.875000 Penalty: 4637.650879
	Iteration 26Q: 3 clusters Score -1499412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1499413.500000 Penalty: 4637.650879
	Iteration 27Q: 3 clusters Score -1499414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1499413.500000 Penalty: 4637.650879
	Iteration 28Q: 3 clusters Score -1499414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1499413.250000 Penalty: 4637.650879
	Iteration 29Q: 3 clusters Score -1499413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1499417.625000 Penalty: 4637.650879
	Iteration 30Q: 3 clusters Score -1499418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1499420.875000 Penalty: 4637.650879
	Iteration 31Q: 3 clusters Score -1499421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1499419.750000 Penalty: 4637.650879
	Iteration 32Q: 3 clusters Score -1499420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1499423.125000 Penalty: 4637.650879
	Iteration 33Q: 3 clusters Score -1499423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1499423.875000 Penalty: 4637.650879
	Iteration 34Q: 3 clusters Score -1499424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1499423.750000 Penalty: 4637.650879
	Iteration 35Q: 3 clusters Score -1499424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1499425.750000 Penalty: 4637.650879
	Iteration 36Q: 3 clusters Score -1499426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1499424.625000 Penalty: 4637.650879
	Iteration 37Q: 3 clusters Score -1499425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1499424.875000 Penalty: 4637.650879
	Iteration 38Q: 3 clusters Score -1499425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1499426.000000 Penalty: 4637.650879
	Iteration 39Q: 3 clusters Score -1499426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1499424.250000 Penalty: 4637.650879
	Iteration 40F: 3 clusters Score -1499424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1499425.000000 Penalty: 4637.650879
	Iteration 41Q: 3 clusters Score -1499425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1499428.000000 Penalty: 4637.650879
	Iteration 42Q: 3 clusters Score -1499428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1499429.000000 Penalty: 4637.650879
	Iteration 43Q: 3 clusters Score -1499429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1499429.500000 Penalty: 4637.650879
	Iteration 44Q: 3 clusters Score -1499430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1499429.625000 Penalty: 4637.650879
	Iteration 45Q: 3 clusters Score -1499430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1499429.625000 Penalty: 4637.650879
	Iteration 46F: 3 clusters Score -1499430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Entering Unmasked Estep 
Score: -2198392.750000 Penalty: 2418.516602
	Iteration 0F: 2 clusters Score -2198393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2186241.500000 Penalty: 4837.033203
	Iteration 0F: 3 clusters Score -2186242 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2190328.250000 Penalty: 4837.033203
	Iteration 1F: 3 clusters Score -2190328 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2190778.000000 Penalty: 4837.033203
	Iteration 2F: 3 clusters Score -2190778 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2191223.000000 Penalty: 4837.033203
	Iteration 3F: 3 clusters Score -2191223 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2191687.250000 Penalty: 4837.033203
	Iteration 4Q: 3 clusters Score -2191687 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2192203.000000 Penalty: 4837.033203
	Iteration 5Q: 3 clusters Score -2192203 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2192803.250000 Penalty: 4837.033203
	Iteration 6Q: 3 clusters Score -2192803 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2193345.750000 Penalty: 4837.033203
	Iteration 7F: 3 clusters Score -2193346 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2193816.000000 Penalty: 4837.033203
	Iteration 8Q: 3 clusters Score -2193816 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2194213.000000 Penalty: 4837.033203
	Iteration 9Q: 3 clusters Score -2194213 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2194561.750000 Penalty: 4837.033203
	Iteration 10Q: 3 clusters Score -2194562 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2194876.750000 Penalty: 4837.033203
	Iteration 11Q: 3 clusters Score -2194877 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2195100.750000 Penalty: 4837.033203
	Iteration 12Q: 3 clusters Score -2195101 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2195288.500000 Penalty: 4837.033203
	Iteration 13Q: 3 clusters Score -2195288 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2195410.250000 Penalty: 4837.033203
	Iteration 14Q: 3 clusters Score -2195410 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2195532.250000 Penalty: 4837.033203
	Iteration 15Q: 3 clusters Score -2195532 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2195664.250000 Penalty: 4837.033203
	Iteration 16Q: 3 clusters Score -2195664 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2195775.000000 Penalty: 4837.033203
	Iteration 17Q: 3 clusters Score -2195775 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2195877.000000 Penalty: 4837.033203
	Iteration 18Q: 3 clusters Score -2195877 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2195968.500000 Penalty: 4837.033203
	Iteration 19Q: 3 clusters Score -2195968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2196056.250000 Penalty: 4837.033203
	Iteration 20F: 3 clusters Score -2196056 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2196150.750000 Penalty: 4837.033203
	Iteration 21Q: 3 clusters Score -2196151 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2196228.500000 Penalty: 4837.033203
	Iteration 22Q: 3 clusters Score -2196228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2196291.000000 Penalty: 4837.033203
	Iteration 23Q: 3 clusters Score -2196291 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2196344.500000 Penalty: 4837.033203
	Iteration 24Q: 3 clusters Score -2196344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2196387.500000 Penalty: 4837.033203
	Iteration 25Q: 3 clusters Score -2196388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2196426.000000 Penalty: 4837.033203
	Iteration 26Q: 3 clusters Score -2196426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2196455.500000 Penalty: 4837.033203
	Iteration 27Q: 3 clusters Score -2196456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2196478.750000 Penalty: 4837.033203
	Iteration 28Q: 3 clusters Score -2196479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2196499.500000 Penalty: 4837.033203
	Iteration 29Q: 3 clusters Score -2196500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2196523.000000 Penalty: 4837.033203
	Iteration 30Q: 3 clusters Score -2196523 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2196544.000000 Penalty: 4837.033203
	Iteration 31Q: 3 clusters Score -2196544 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2196553.750000 Penalty: 4837.033203
	Iteration 32Q: 3 clusters Score -2196554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2196566.500000 Penalty: 4837.033203
	Iteration 33Q: 3 clusters Score -2196566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2196581.750000 Penalty: 4837.033203
	Iteration 34Q: 3 clusters Score -2196582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2196592.000000 Penalty: 4837.033203
	Iteration 35Q: 3 clusters Score -2196592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2196600.500000 Penalty: 4837.033203
	Iteration 36Q: 3 clusters Score -2196600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2196608.000000 Penalty: 4837.033203
	Iteration 37Q: 3 clusters Score -2196608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2196612.500000 Penalty: 4837.033203
	Iteration 38Q: 3 clusters Score -2196612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2196625.000000 Penalty: 4837.033203
	Iteration 39Q: 3 clusters Score -2196625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2196628.750000 Penalty: 4837.033203
	Iteration 40F: 3 clusters Score -2196629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2196631.000000 Penalty: 4837.033203
	Iteration 41Q: 3 clusters Score -2196631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2196633.500000 Penalty: 4837.033203
	Iteration 42Q: 3 clusters Score -2196634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2196635.250000 Penalty: 4837.033203
	Iteration 43Q: 3 clusters Score -2196635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2196640.250000 Penalty: 4837.033203
	Iteration 44Q: 3 clusters Score -2196640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2196640.000000 Penalty: 4837.033203
	Iteration 45Q: 3 clusters Score -2196640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2196645.250000 Penalty: 4837.033203
	Iteration 46Q: 3 clusters Score -2196645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2196650.000000 Penalty: 4837.033203
	Iteration 47Q: 3 clusters Score -2196650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2196650.250000 Penalty: 4837.033203
	Iteration 48Q: 3 clusters Score -2196650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2196648.000000 Penalty: 4837.033203
	Iteration 49Q: 3 clusters Score -2196648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2196651.500000 Penalty: 4837.033203
	Iteration 50Q: 3 clusters Score -2196652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2196654.250000 Penalty: 4837.033203
	Iteration 51Q: 3 clusters Score -2196654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2196656.250000 Penalty: 4837.033203
	Iteration 52Q: 3 clusters Score -2196656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2196655.500000 Penalty: 4837.033203
	Iteration 53Q: 3 clusters Score -2196656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2196663.750000 Penalty: 4837.033203
	Iteration 54Q: 3 clusters Score -2196664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2196663.500000 Penalty: 4837.033203
	Iteration 55Q: 3 clusters Score -2196664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2196664.500000 Penalty: 4837.033203
	Iteration 56Q: 3 clusters Score -2196664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2196663.250000 Penalty: 4837.033203
	Iteration 57Q: 3 clusters Score -2196663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2196664.500000 Penalty: 4837.033203
	Iteration 58Q: 3 clusters Score -2196664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2196668.750000 Penalty: 4837.033203
	Iteration 59Q: 3 clusters Score -2196669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2196667.500000 Penalty: 4837.033203
	Iteration 60F: 3 clusters Score -2196668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2196668.500000 Penalty: 4837.033203
	Iteration 61Q: 3 clusters Score -2196668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2196673.000000 Penalty: 4837.033203
	Iteration 62Q: 3 clusters Score -2196673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2196675.000000 Penalty: 4837.033203
	Iteration 63Q: 3 clusters Score -2196675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2196673.250000 Penalty: 4837.033203
	Iteration 64Q: 3 clusters Score -2196673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2196670.250000 Penalty: 4837.033203
	Iteration 65Q: 3 clusters Score -2196670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2196672.250000 Penalty: 4837.033203
	Iteration 66Q: 3 clusters Score -2196672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2196673.500000 Penalty: 4837.033203
	Iteration 67Q: 3 clusters Score -2196674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2196671.500000 Penalty: 4837.033203
	Iteration 68Q: 3 clusters Score -2196672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2196674.500000 Penalty: 4837.033203
	Iteration 69Q: 3 clusters Score -2196674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2196673.500000 Penalty: 4837.033203
	Iteration 70Q: 3 clusters Score -2196674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2196672.750000 Penalty: 4837.033203
	Iteration 71Q: 3 clusters Score -2196673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2196672.750000 Penalty: 4837.033203
	Iteration 72Q: 3 clusters Score -2196673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2196672.250000 Penalty: 4837.033203
	Iteration 73Q: 3 clusters Score -2196672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2196672.250000 Penalty: 4837.033203
	Iteration 74Q: 3 clusters Score -2196672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2196673.500000 Penalty: 4837.033203
	Iteration 75Q: 3 clusters Score -2196674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2196676.500000 Penalty: 4837.033203
	Iteration 76Q: 3 clusters Score -2196676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2196677.750000 Penalty: 4837.033203
	Iteration 77Q: 3 clusters Score -2196678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2196679.500000 Penalty: 4837.033203
	Iteration 78Q: 3 clusters Score -2196680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2196679.500000 Penalty: 4837.033203
	Iteration 79Q: 3 clusters Score -2196680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2196679.500000 Penalty: 4837.033203
	Iteration 80F: 3 clusters Score -2196680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Entering Unmasked Estep 
Score: -5613121.000000 Penalty: 2646.724365
	Iteration 0F: 2 clusters Score -5613121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -5584160.500000 Penalty: 5293.448730
	Iteration 0F: 3 clusters Score -5584160 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5595263.000000 Penalty: 5293.448730
	Iteration 1F: 3 clusters Score -5595263 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5596217.000000 Penalty: 5293.448730
	Iteration 2F: 3 clusters Score -5596217 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -5597406.500000 Penalty: 5293.448730
	Iteration 3F: 3 clusters Score -5597406 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -5598970.000000 Penalty: 5293.448730
	Iteration 4F: 3 clusters Score -5598970 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5600856.000000 Penalty: 5293.448730
	Iteration 5F: 3 clusters Score -5600856 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5602934.000000 Penalty: 5293.448730
	Iteration 6F: 3 clusters Score -5602934 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5605022.000000 Penalty: 5293.448730
	Iteration 7F: 3 clusters Score -5605022 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -5606997.000000 Penalty: 5293.448730
	Iteration 8F: 3 clusters Score -5606997 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -5608571.000000 Penalty: 5293.448730
	Iteration 9Q: 3 clusters Score -5608571 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5609671.500000 Penalty: 5293.448730
	Iteration 10Q: 3 clusters Score -5609672 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5610326.000000 Penalty: 5293.448730
	Iteration 11Q: 3 clusters Score -5610326 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5610695.000000 Penalty: 5293.448730
	Iteration 12Q: 3 clusters Score -5610695 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5610883.500000 Penalty: 5293.448730
	Iteration 13Q: 3 clusters Score -5610884 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5611016.000000 Penalty: 5293.448730
	Iteration 14Q: 3 clusters Score -5611016 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5611094.000000 Penalty: 5293.448730
	Iteration 15Q: 3 clusters Score -5611094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5611114.500000 Penalty: 5293.448730
	Iteration 16Q: 3 clusters Score -5611114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5611130.500000 Penalty: 5293.448730
	Iteration 17Q: 3 clusters Score -5611130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5611134.000000 Penalty: 5293.448730
	Iteration 18Q: 3 clusters Score -5611134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5611153.000000 Penalty: 5293.448730
	Iteration 19Q: 3 clusters Score -5611153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5611151.500000 Penalty: 5293.448730
	Iteration 20F: 3 clusters Score -5611152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5611161.000000 Penalty: 5293.448730
	Iteration 21Q: 3 clusters Score -5611161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5611148.500000 Penalty: 5293.448730
	Iteration 22Q: 3 clusters Score -5611148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5611156.500000 Penalty: 5293.448730
	Iteration 23Q: 3 clusters Score -5611156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5611168.500000 Penalty: 5293.448730
	Iteration 24Q: 3 clusters Score -5611168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5611173.500000 Penalty: 5293.448730
	Iteration 25Q: 3 clusters Score -5611174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5611176.500000 Penalty: 5293.448730
	Iteration 26Q: 3 clusters Score -5611176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5611174.500000 Penalty: 5293.448730
	Iteration 27Q: 3 clusters Score -5611174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5611175.000000 Penalty: 5293.448730
	Iteration 28Q: 3 clusters Score -5611175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5611175.000000 Penalty: 5293.448730
	Iteration 29Q: 3 clusters Score -5611175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5611177.000000 Penalty: 5293.448730
	Iteration 30Q: 3 clusters Score -5611177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5611186.000000 Penalty: 5293.448730
	Iteration 31Q: 3 clusters Score -5611186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5611188.500000 Penalty: 5293.448730
	Iteration 32Q: 3 clusters Score -5611188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5611192.000000 Penalty: 5293.448730
	Iteration 33Q: 3 clusters Score -5611192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5611192.000000 Penalty: 5293.448730
	Iteration 34Q: 3 clusters Score -5611192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5611190.000000 Penalty: 5293.448730
	Iteration 35Q: 3 clusters Score -5611190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5611191.000000 Penalty: 5293.448730
	Iteration 36Q: 3 clusters Score -5611191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5611196.500000 Penalty: 5293.448730
	Iteration 37Q: 3 clusters Score -5611196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5611203.000000 Penalty: 5293.448730
	Iteration 38Q: 3 clusters Score -5611203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5611200.500000 Penalty: 5293.448730
	Iteration 39Q: 3 clusters Score -5611200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5611200.500000 Penalty: 5293.448730
	Iteration 40F: 3 clusters Score -5611200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -842107.750000 Penalty: 2177.597168
	Iteration 0F: 2 clusters Score -842107.8 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 3246 members 
Entering Unmasked Estep 
Score: -836614.437500 Penalty: 4355.194336
	Iteration 0F: 3 clusters Score -836614.4 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -837989.000000 Penalty: 4355.194336
	Iteration 1F: 3 clusters Score -837989 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -838232.125000 Penalty: 4355.194336
	Iteration 2F: 3 clusters Score -838232.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -838374.875000 Penalty: 4355.194336
	Iteration 3Q: 3 clusters Score -838374.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -838476.375000 Penalty: 4355.194336
	Iteration 4Q: 3 clusters Score -838476.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -838563.187500 Penalty: 4355.194336
	Iteration 5Q: 3 clusters Score -838563.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -838642.812500 Penalty: 4355.194336
	Iteration 6Q: 3 clusters Score -838642.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -838691.750000 Penalty: 4355.194336
	Iteration 7Q: 3 clusters Score -838691.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -838733.500000 Penalty: 4355.194336
	Iteration 8Q: 3 clusters Score -838733.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -838760.937500 Penalty: 4355.194336
	Iteration 9Q: 3 clusters Score -838760.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -838782.812500 Penalty: 4355.194336
	Iteration 10Q: 3 clusters Score -838782.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -838807.500000 Penalty: 4355.194336
	Iteration 11Q: 3 clusters Score -838807.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -838830.187500 Penalty: 4355.194336
	Iteration 12Q: 3 clusters Score -838830.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -838863.437500 Penalty: 4355.194336
	Iteration 13Q: 3 clusters Score -838863.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -838900.062500 Penalty: 4355.194336
	Iteration 14Q: 3 clusters Score -838900.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -838948.187500 Penalty: 4355.194336
	Iteration 15Q: 3 clusters Score -838948.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -839004.062500 Penalty: 4355.194336
	Iteration 16Q: 3 clusters Score -839004.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -839069.125000 Penalty: 4355.194336
	Iteration 17Q: 3 clusters Score -839069.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -839156.625000 Penalty: 4355.194336
	Iteration 18Q: 3 clusters Score -839156.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -839245.250000 Penalty: 4355.194336
	Iteration 19Q: 3 clusters Score -839245.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -839327.000000 Penalty: 4355.194336
	Iteration 20F: 3 clusters Score -839327 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -839408.812500 Penalty: 4355.194336
	Iteration 21Q: 3 clusters Score -839408.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -839499.000000 Penalty: 4355.194336
	Iteration 22Q: 3 clusters Score -839499 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -839595.375000 Penalty: 4355.194336
	Iteration 23Q: 3 clusters Score -839595.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -839693.625000 Penalty: 4355.194336
	Iteration 24Q: 3 clusters Score -839693.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -839783.937500 Penalty: 4355.194336
	Iteration 25Q: 3 clusters Score -839783.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -839875.875000 Penalty: 4355.194336
	Iteration 26Q: 3 clusters Score -839875.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -839958.812500 Penalty: 4355.194336
	Iteration 27Q: 3 clusters Score -839958.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -840026.750000 Penalty: 4355.194336
	Iteration 28Q: 3 clusters Score -840026.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -840086.125000 Penalty: 4355.194336
	Iteration 29Q: 3 clusters Score -840086.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -840132.000000 Penalty: 4355.194336
	Iteration 30Q: 3 clusters Score -840132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -840170.500000 Penalty: 4355.194336
	Iteration 31Q: 3 clusters Score -840170.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -840194.625000 Penalty: 4355.194336
	Iteration 32Q: 3 clusters Score -840194.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -840215.875000 Penalty: 4355.194336
	Iteration 33Q: 3 clusters Score -840215.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -840232.312500 Penalty: 4355.194336
	Iteration 34Q: 3 clusters Score -840232.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -840241.875000 Penalty: 4355.194336
	Iteration 35Q: 3 clusters Score -840241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -840247.875000 Penalty: 4355.194336
	Iteration 36Q: 3 clusters Score -840247.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -840255.000000 Penalty: 4355.194336
	Iteration 37Q: 3 clusters Score -840255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -840258.687500 Penalty: 4355.194336
	Iteration 38Q: 3 clusters Score -840258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -840263.437500 Penalty: 4355.194336
	Iteration 39Q: 3 clusters Score -840263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -840268.500000 Penalty: 4355.194336
	Iteration 40F: 3 clusters Score -840268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -840272.062500 Penalty: 4355.194336
	Iteration 41Q: 3 clusters Score -840272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -840278.187500 Penalty: 4355.194336
	Iteration 42Q: 3 clusters Score -840278.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -840287.625000 Penalty: 4355.194336
	Iteration 43Q: 3 clusters Score -840287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -840293.437500 Penalty: 4355.194336
	Iteration 44Q: 3 clusters Score -840293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -840295.500000 Penalty: 4355.194336
	Iteration 45Q: 3 clusters Score -840295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -840299.937500 Penalty: 4355.194336
	Iteration 46Q: 3 clusters Score -840299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -840300.812500 Penalty: 4355.194336
	Iteration 47Q: 3 clusters Score -840300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -840304.187500 Penalty: 4355.194336
	Iteration 48Q: 3 clusters Score -840304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -840308.875000 Penalty: 4355.194336
	Iteration 49Q: 3 clusters Score -840308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -840311.562500 Penalty: 4355.194336
	Iteration 50Q: 3 clusters Score -840311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -840313.625000 Penalty: 4355.194336
	Iteration 51Q: 3 clusters Score -840313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -840313.750000 Penalty: 4355.194336
	Iteration 52Q: 3 clusters Score -840313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -840313.000000 Penalty: 4355.194336
	Iteration 53Q: 3 clusters Score -840313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -840314.250000 Penalty: 4355.194336
	Iteration 54Q: 3 clusters Score -840314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -840313.750000 Penalty: 4355.194336
	Iteration 55Q: 3 clusters Score -840313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -840317.812500 Penalty: 4355.194336
	Iteration 56Q: 3 clusters Score -840317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -840320.562500 Penalty: 4355.194336
	Iteration 57Q: 3 clusters Score -840320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -840320.812500 Penalty: 4355.194336
	Iteration 58Q: 3 clusters Score -840320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -840322.375000 Penalty: 4355.194336
	Iteration 59Q: 3 clusters Score -840322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -840323.062500 Penalty: 4355.194336
	Iteration 60F: 3 clusters Score -840323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -840327.625000 Penalty: 4355.194336
	Iteration 61Q: 3 clusters Score -840327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -840331.562500 Penalty: 4355.194336
	Iteration 62Q: 3 clusters Score -840331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -840336.250000 Penalty: 4355.194336
	Iteration 63Q: 3 clusters Score -840336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -840340.937500 Penalty: 4355.194336
	Iteration 64Q: 3 clusters Score -840340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -840341.687500 Penalty: 4355.194336
	Iteration 65Q: 3 clusters Score -840341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -840344.375000 Penalty: 4355.194336
	Iteration 66Q: 3 clusters Score -840344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -840349.375000 Penalty: 4355.194336
	Iteration 67Q: 3 clusters Score -840349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -840351.625000 Penalty: 4355.194336
	Iteration 68Q: 3 clusters Score -840351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -840352.875000 Penalty: 4355.194336
	Iteration 69Q: 3 clusters Score -840352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -840355.312500 Penalty: 4355.194336
	Iteration 70Q: 3 clusters Score -840355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -840355.125000 Penalty: 4355.194336
	Iteration 71Q: 3 clusters Score -840355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -840355.000000 Penalty: 4355.194336
	Iteration 72Q: 3 clusters Score -840355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -840355.000000 Penalty: 4355.194336
	Iteration 73F: 3 clusters Score -840355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Entering Unmasked Estep 
Score: -7475858.500000 Penalty: 2714.215576
	Iteration 0F: 2 clusters Score -7475858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7437939.000000 Penalty: 5428.431152
	Iteration 0F: 3 clusters Score -7437939 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7452842.000000 Penalty: 5428.431152
	Iteration 1F: 3 clusters Score -7452842 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -7453888.000000 Penalty: 5428.431152
	Iteration 2Q: 3 clusters Score -7453888 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -7455126.000000 Penalty: 5428.431152
	Iteration 3F: 3 clusters Score -7455126 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -7456566.000000 Penalty: 5428.431152
	Iteration 4F: 3 clusters Score -7456566 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -7458362.500000 Penalty: 5428.431152
	Iteration 5F: 3 clusters Score -7458362 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7460416.500000 Penalty: 5428.431152
	Iteration 6F: 3 clusters Score -7460416 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7462871.500000 Penalty: 5428.431152
	Iteration 7F: 3 clusters Score -7462872 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -7465513.500000 Penalty: 5428.431152
	Iteration 8F: 3 clusters Score -7465514 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -7467750.000000 Penalty: 5428.431152
	Iteration 9F: 3 clusters Score -7467750 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -7469591.500000 Penalty: 5428.431152
	Iteration 10Q: 3 clusters Score -7469592 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -7470902.500000 Penalty: 5428.431152
	Iteration 11Q: 3 clusters Score -7470902 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -7471902.000000 Penalty: 5428.431152
	Iteration 12Q: 3 clusters Score -7471902 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -7472568.500000 Penalty: 5428.431152
	Iteration 13Q: 3 clusters Score -7472568 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -7473017.500000 Penalty: 5428.431152
	Iteration 14Q: 3 clusters Score -7473018 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -7473304.500000 Penalty: 5428.431152
	Iteration 15Q: 3 clusters Score -7473304 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -7473498.500000 Penalty: 5428.431152
	Iteration 16Q: 3 clusters Score -7473498 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -7473608.500000 Penalty: 5428.431152
	Iteration 17Q: 3 clusters Score -7473608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -7473726.000000 Penalty: 5428.431152
	Iteration 18Q: 3 clusters Score -7473726 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -7473851.500000 Penalty: 5428.431152
	Iteration 19Q: 3 clusters Score -7473852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -7473924.000000 Penalty: 5428.431152
	Iteration 20F: 3 clusters Score -7473924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7473947.500000 Penalty: 5428.431152
	Iteration 21Q: 3 clusters Score -7473948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -7473958.000000 Penalty: 5428.431152
	Iteration 22Q: 3 clusters Score -7473958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -7473983.000000 Penalty: 5428.431152
	Iteration 23Q: 3 clusters Score -7473983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -7473983.000000 Penalty: 5428.431152
	Iteration 24Q: 3 clusters Score -7473983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -7473985.000000 Penalty: 5428.431152
	Iteration 25Q: 3 clusters Score -7473985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7474007.000000 Penalty: 5428.431152
	Iteration 26Q: 3 clusters Score -7474007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7474001.000000 Penalty: 5428.431152
	Iteration 27Q: 3 clusters Score -7474001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7474019.500000 Penalty: 5428.431152
	Iteration 28Q: 3 clusters Score -7474020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -7474024.000000 Penalty: 5428.431152
	Iteration 29Q: 3 clusters Score -7474024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7474040.000000 Penalty: 5428.431152
	Iteration 30Q: 3 clusters Score -7474040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7474033.500000 Penalty: 5428.431152
	Iteration 31Q: 3 clusters Score -7474034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7474032.000000 Penalty: 5428.431152
	Iteration 32Q: 3 clusters Score -7474032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -7474040.000000 Penalty: 5428.431152
	Iteration 33Q: 3 clusters Score -7474040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -7474048.000000 Penalty: 5428.431152
	Iteration 34Q: 3 clusters Score -7474048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -7474053.000000 Penalty: 5428.431152
	Iteration 35Q: 3 clusters Score -7474053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7474045.500000 Penalty: 5428.431152
	Iteration 36Q: 3 clusters Score -7474046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -7474051.500000 Penalty: 5428.431152
	Iteration 37Q: 3 clusters Score -7474052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -7474052.000000 Penalty: 5428.431152
	Iteration 38Q: 3 clusters Score -7474052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -7474051.000000 Penalty: 5428.431152
	Iteration 39Q: 3 clusters Score -7474051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7474057.500000 Penalty: 5428.431152
	Iteration 40F: 3 clusters Score -7474058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -7474055.500000 Penalty: 5428.431152
	Iteration 41Q: 3 clusters Score -7474056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7474058.000000 Penalty: 5428.431152
	Iteration 42Q: 3 clusters Score -7474058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7474055.500000 Penalty: 5428.431152
	Iteration 43Q: 3 clusters Score -7474056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -7474050.000000 Penalty: 5428.431152
	Iteration 44Q: 3 clusters Score -7474050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7474053.000000 Penalty: 5428.431152
	Iteration 45Q: 3 clusters Score -7474053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -7474047.000000 Penalty: 5428.431152
	Iteration 46Q: 3 clusters Score -7474047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -7474048.500000 Penalty: 5428.431152
	Iteration 47Q: 3 clusters Score -7474048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -7474044.000000 Penalty: 5428.431152
	Iteration 48Q: 3 clusters Score -7474044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -7474040.000000 Penalty: 5428.431152
	Iteration 49Q: 3 clusters Score -7474040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -7474044.500000 Penalty: 5428.431152
	Iteration 50Q: 3 clusters Score -7474044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7474038.000000 Penalty: 5428.431152
	Iteration 51Q: 3 clusters Score -7474038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7474060.000000 Penalty: 5428.431152
	Iteration 52Q: 3 clusters Score -7474060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -7474054.000000 Penalty: 5428.431152
	Iteration 53Q: 3 clusters Score -7474054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -7474050.000000 Penalty: 5428.431152
	Iteration 54Q: 3 clusters Score -7474050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -7474057.500000 Penalty: 5428.431152
	Iteration 55Q: 3 clusters Score -7474058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -7474048.000000 Penalty: 5428.431152
	Iteration 56Q: 3 clusters Score -7474048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -7474052.500000 Penalty: 5428.431152
	Iteration 57Q: 3 clusters Score -7474052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -7474052.500000 Penalty: 5428.431152
	Iteration 58F: 3 clusters Score -7474052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Entering Unmasked Estep 
Score: -21345146.000000 Penalty: 2976.228760
	Iteration 0F: 2 clusters Score -2.134515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -21236284.000000 Penalty: 5952.457520
	Iteration 0F: 3 clusters Score -2.123628e+07 nChanged 77735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -21281878.000000 Penalty: 5952.457520
	Iteration 1F: 3 clusters Score -2.128188e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -21283232.000000 Penalty: 5952.457520
	Iteration 2Q: 3 clusters Score -2.128323e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -21284912.000000 Penalty: 5952.457520
	Iteration 3Q: 3 clusters Score -2.128491e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -21287094.000000 Penalty: 5952.457520
	Iteration 4Q: 3 clusters Score -2.128709e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -21290558.000000 Penalty: 5952.457520
	Iteration 5Q: 3 clusters Score -2.129056e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -21294934.000000 Penalty: 5952.457520
	Iteration 6F: 3 clusters Score -2.129493e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
Score: -21301382.000000 Penalty: 5952.457520
	Iteration 7F: 3 clusters Score -2.130138e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 125578 members 
Entering Unmasked Estep 
Score: -21309318.000000 Penalty: 5952.457520
	Iteration 8F: 3 clusters Score -2.130932e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -21318658.000000 Penalty: 5952.457520
	Iteration 9F: 3 clusters Score -2.131866e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -21328022.000000 Penalty: 5952.457520
	Iteration 10F: 3 clusters Score -2.132802e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -21335260.000000 Penalty: 5952.457520
	Iteration 11Q: 3 clusters Score -2.133526e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -21339452.000000 Penalty: 5952.457520
	Iteration 12Q: 3 clusters Score -2.133945e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -21341404.000000 Penalty: 5952.457520
	Iteration 13Q: 3 clusters Score -2.13414e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -21342096.000000 Penalty: 5952.457520
	Iteration 14Q: 3 clusters Score -2.13421e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 162534 members 
Entering Unmasked Estep 
Score: -21342324.000000 Penalty: 5952.457520
	Iteration 15Q: 3 clusters Score -2.134232e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 162617 members 
Entering Unmasked Estep 
Score: -21342416.000000 Penalty: 5952.457520
	Iteration 16Q: 3 clusters Score -2.134242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162642 members 
Entering Unmasked Estep 
Score: -21342452.000000 Penalty: 5952.457520
	Iteration 17Q: 3 clusters Score -2.134245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
Score: -21342504.000000 Penalty: 5952.457520
	Iteration 18Q: 3 clusters Score -2.13425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -21342554.000000 Penalty: 5952.457520
	Iteration 19Q: 3 clusters Score -2.134255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -21342582.000000 Penalty: 5952.457520
	Iteration 20F: 3 clusters Score -2.134258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -21342566.000000 Penalty: 5952.457520
	Iteration 21Q: 3 clusters Score -2.134257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -21342568.000000 Penalty: 5952.457520
	Iteration 22Q: 3 clusters Score -2.134257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -21342582.000000 Penalty: 5952.457520
	Iteration 23Q: 3 clusters Score -2.134258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -21342592.000000 Penalty: 5952.457520
	Iteration 24Q: 3 clusters Score -2.134259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -21342588.000000 Penalty: 5952.457520
	Iteration 25Q: 3 clusters Score -2.134259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -21342586.000000 Penalty: 5952.457520
	Iteration 26Q: 3 clusters Score -2.134259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 162678 members 
Entering Unmasked Estep 
Score: -21342588.000000 Penalty: 5952.457520
	Iteration 27Q: 3 clusters Score -2.134259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 162678 members 
Entering Unmasked Estep 
Score: -21342588.000000 Penalty: 5952.457520
	Iteration 28F: 3 clusters Score -2.134259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -121879.015625 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -121879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120000.085938 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -120000.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121322.101562 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -121322.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122762.703125 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -122762.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -123621.531250 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -123621.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124102.328125 Penalty: 3482.900391
	Iteration 4F: 3 clusters Score -124102.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -124357.031250 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -124357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124422.281250 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -124422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124451.335938 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -124451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124465.539062 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -124465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124472.726562 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -124472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124472.726562 Penalty: 3482.900391
	Iteration 10F: 3 clusters Score -124472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 10718 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 5260 members 
Mstep: Class 35 contains 543 members 
Entering Unmasked Estep 
Score: -111250968.000000 Penalty: 118834.070312
Splitting cluster 9 changes total score from -111249768.000000 to -111250968.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -229025.187500 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -229025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226458.734375 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -226458.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226940.671875 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -226940.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -227201.609375 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -227201.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -227523.453125 Penalty: 3753.146729
	Iteration 3F: 3 clusters Score -227523.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -227781.656250 Penalty: 3753.146729
	Iteration 4F: 3 clusters Score -227781.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -227912.546875 Penalty: 3753.146729
	Iteration 5F: 3 clusters Score -227912.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -228015.640625 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -228015.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -228106.968750 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -228107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -228183.671875 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -228183.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -228258.531250 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -228258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -228331.843750 Penalty: 3753.146729
	Iteration 10Q: 3 clusters Score -228331.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -228375.093750 Penalty: 3753.146729
	Iteration 11Q: 3 clusters Score -228375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -228400.187500 Penalty: 3753.146729
	Iteration 12Q: 3 clusters Score -228400.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -228430.421875 Penalty: 3753.146729
	Iteration 13Q: 3 clusters Score -228430.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -228451.703125 Penalty: 3753.146729
	Iteration 14Q: 3 clusters Score -228451.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -228475.531250 Penalty: 3753.146729
	Iteration 15Q: 3 clusters Score -228475.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -228502.921875 Penalty: 3753.146729
	Iteration 16Q: 3 clusters Score -228502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -228517.062500 Penalty: 3753.146729
	Iteration 17Q: 3 clusters Score -228517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -228531.015625 Penalty: 3753.146729
	Iteration 18Q: 3 clusters Score -228531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -228534.312500 Penalty: 3753.146729
	Iteration 19Q: 3 clusters Score -228534.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -228540.281250 Penalty: 3753.146729
	Iteration 20F: 3 clusters Score -228540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -228543.500000 Penalty: 3753.146729
	Iteration 21Q: 3 clusters Score -228543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -228549.890625 Penalty: 3753.146729
	Iteration 22Q: 3 clusters Score -228549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -228552.828125 Penalty: 3753.146729
	Iteration 23Q: 3 clusters Score -228552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -228553.812500 Penalty: 3753.146729
	Iteration 24Q: 3 clusters Score -228553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -228555.000000 Penalty: 3753.146729
	Iteration 25Q: 3 clusters Score -228555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -228555.859375 Penalty: 3753.146729
	Iteration 26Q: 3 clusters Score -228555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -228557.453125 Penalty: 3753.146729
	Iteration 27Q: 3 clusters Score -228557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -228557.453125 Penalty: 3753.146729
	Iteration 28F: 3 clusters Score -228557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -563408.687500 Penalty: 2106.898926
	Iteration 0F: 2 clusters Score -563408.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -559035.250000 Penalty: 4213.797852
	Iteration 0F: 3 clusters Score -559035.2 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -560223.125000 Penalty: 4213.797852
	Iteration 1F: 3 clusters Score -560223.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -560613.625000 Penalty: 4213.797852
	Iteration 2F: 3 clusters Score -560613.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -560939.125000 Penalty: 4213.797852
	Iteration 3F: 3 clusters Score -560939.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -561284.125000 Penalty: 4213.797852
	Iteration 4F: 3 clusters Score -561284.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -561671.812500 Penalty: 4213.797852
	Iteration 5F: 3 clusters Score -561671.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -562060.312500 Penalty: 4213.797852
	Iteration 6F: 3 clusters Score -562060.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -562481.000000 Penalty: 4213.797852
	Iteration 7F: 3 clusters Score -562481 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -562757.750000 Penalty: 4213.797852
	Iteration 8F: 3 clusters Score -562757.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -562941.875000 Penalty: 4213.797852
	Iteration 9Q: 3 clusters Score -562941.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -563068.250000 Penalty: 4213.797852
	Iteration 10Q: 3 clusters Score -563068.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -563138.562500 Penalty: 4213.797852
	Iteration 11Q: 3 clusters Score -563138.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -563173.750000 Penalty: 4213.797852
	Iteration 12Q: 3 clusters Score -563173.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -563199.437500 Penalty: 4213.797852
	Iteration 13Q: 3 clusters Score -563199.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -563219.375000 Penalty: 4213.797852
	Iteration 14Q: 3 clusters Score -563219.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -563234.437500 Penalty: 4213.797852
	Iteration 15Q: 3 clusters Score -563234.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -563242.625000 Penalty: 4213.797852
	Iteration 16Q: 3 clusters Score -563242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -563247.687500 Penalty: 4213.797852
	Iteration 17Q: 3 clusters Score -563247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -563254.687500 Penalty: 4213.797852
	Iteration 18Q: 3 clusters Score -563254.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -563258.875000 Penalty: 4213.797852
	Iteration 19Q: 3 clusters Score -563258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -563263.625000 Penalty: 4213.797852
	Iteration 20F: 3 clusters Score -563263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -563267.187500 Penalty: 4213.797852
	Iteration 21Q: 3 clusters Score -563267.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -563276.437500 Penalty: 4213.797852
	Iteration 22Q: 3 clusters Score -563276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -563283.875000 Penalty: 4213.797852
	Iteration 23Q: 3 clusters Score -563283.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -563292.000000 Penalty: 4213.797852
	Iteration 24Q: 3 clusters Score -563292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -563300.000000 Penalty: 4213.797852
	Iteration 25Q: 3 clusters Score -563300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -563314.000000 Penalty: 4213.797852
	Iteration 26Q: 3 clusters Score -563314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -563323.500000 Penalty: 4213.797852
	Iteration 27Q: 3 clusters Score -563323.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -563331.687500 Penalty: 4213.797852
	Iteration 28Q: 3 clusters Score -563331.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -563339.750000 Penalty: 4213.797852
	Iteration 29Q: 3 clusters Score -563339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -563346.187500 Penalty: 4213.797852
	Iteration 30Q: 3 clusters Score -563346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -563350.187500 Penalty: 4213.797852
	Iteration 31Q: 3 clusters Score -563350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -563354.250000 Penalty: 4213.797852
	Iteration 32Q: 3 clusters Score -563354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -563355.187500 Penalty: 4213.797852
	Iteration 33Q: 3 clusters Score -563355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -563357.875000 Penalty: 4213.797852
	Iteration 34Q: 3 clusters Score -563357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -563359.375000 Penalty: 4213.797852
	Iteration 35Q: 3 clusters Score -563359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -563358.875000 Penalty: 4213.797852
	Iteration 36Q: 3 clusters Score -563358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -563360.312500 Penalty: 4213.797852
	Iteration 37Q: 3 clusters Score -563360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -563360.187500 Penalty: 4213.797852
	Iteration 38Q: 3 clusters Score -563360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -563360.875000 Penalty: 4213.797852
	Iteration 39Q: 3 clusters Score -563360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -563362.437500 Penalty: 4213.797852
	Iteration 40F: 3 clusters Score -563362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -563362.687500 Penalty: 4213.797852
	Iteration 41Q: 3 clusters Score -563362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -563363.937500 Penalty: 4213.797852
	Iteration 42Q: 3 clusters Score -563363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -563364.500000 Penalty: 4213.797852
	Iteration 43Q: 3 clusters Score -563364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -563365.437500 Penalty: 4213.797852
	Iteration 44Q: 3 clusters Score -563365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -563366.000000 Penalty: 4213.797852
	Iteration 45Q: 3 clusters Score -563366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -563366.750000 Penalty: 4213.797852
	Iteration 46Q: 3 clusters Score -563366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -563368.250000 Penalty: 4213.797852
	Iteration 47Q: 3 clusters Score -563368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -563369.812500 Penalty: 4213.797852
	Iteration 48Q: 3 clusters Score -563369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -563369.875000 Penalty: 4213.797852
	Iteration 49Q: 3 clusters Score -563369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -563370.875000 Penalty: 4213.797852
	Iteration 50Q: 3 clusters Score -563370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -563370.875000 Penalty: 4213.797852
	Iteration 51F: 3 clusters Score -563370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -4967664.500000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -4967664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4941538.500000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -4941538 nChanged 17517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4951293.500000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -4951294 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4951889.000000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -4951889 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4952517.000000 Penalty: 5232.430176
	Iteration 3Q: 3 clusters Score -4952517 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4953172.000000 Penalty: 5232.430176
	Iteration 4Q: 3 clusters Score -4953172 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4954001.500000 Penalty: 5232.430176
	Iteration 5Q: 3 clusters Score -4954002 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4955069.500000 Penalty: 5232.430176
	Iteration 6F: 3 clusters Score -4955070 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4956587.000000 Penalty: 5232.430176
	Iteration 7F: 3 clusters Score -4956587 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4958581.500000 Penalty: 5232.430176
	Iteration 8F: 3 clusters Score -4958582 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4960730.000000 Penalty: 5232.430176
	Iteration 9F: 3 clusters Score -4960730 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4962548.500000 Penalty: 5232.430176
	Iteration 10F: 3 clusters Score -4962548 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4963804.500000 Penalty: 5232.430176
	Iteration 11Q: 3 clusters Score -4963804 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -4964523.500000 Penalty: 5232.430176
	Iteration 12Q: 3 clusters Score -4964524 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4964915.000000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -4964915 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4965123.500000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -4965124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4965235.000000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -4965235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -4965311.000000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -4965311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4965335.000000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -4965335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4965355.000000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -4965355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4965372.000000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -4965372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -4965375.500000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -4965376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -4965384.500000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -4965384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4965399.500000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -4965400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4965401.500000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -4965402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4965409.500000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -4965410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4965408.500000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -4965408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4965408.500000 Penalty: 5232.430176
	Iteration 26F: 3 clusters Score -4965408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Entering Unmasked Estep 
Score: -1252055.750000 Penalty: 2283.319824
	Iteration 0F: 2 clusters Score -1252056 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 4982 members 
Entering Unmasked Estep 
Score: -1244376.875000 Penalty: 4566.639648
	Iteration 0F: 3 clusters Score -1244377 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1246862.500000 Penalty: 4566.639648
	Iteration 1F: 3 clusters Score -1246862 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1247553.125000 Penalty: 4566.639648
	Iteration 2F: 3 clusters Score -1247553 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1248272.250000 Penalty: 4566.639648
	Iteration 3F: 3 clusters Score -1248272 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1249041.625000 Penalty: 4566.639648
	Iteration 4F: 3 clusters Score -1249042 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1249666.875000 Penalty: 4566.639648
	Iteration 5F: 3 clusters Score -1249667 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1250099.000000 Penalty: 4566.639648
	Iteration 6F: 3 clusters Score -1250099 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1250326.250000 Penalty: 4566.639648
	Iteration 7Q: 3 clusters Score -1250326 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1250461.375000 Penalty: 4566.639648
	Iteration 8Q: 3 clusters Score -1250461 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1250559.250000 Penalty: 4566.639648
	Iteration 9Q: 3 clusters Score -1250559 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1250636.375000 Penalty: 4566.639648
	Iteration 10Q: 3 clusters Score -1250636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1250711.875000 Penalty: 4566.639648
	Iteration 11Q: 3 clusters Score -1250712 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1250778.625000 Penalty: 4566.639648
	Iteration 12Q: 3 clusters Score -1250779 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1250837.500000 Penalty: 4566.639648
	Iteration 13Q: 3 clusters Score -1250838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1250906.625000 Penalty: 4566.639648
	Iteration 14Q: 3 clusters Score -1250907 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1250977.625000 Penalty: 4566.639648
	Iteration 15Q: 3 clusters Score -1250978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1251033.000000 Penalty: 4566.639648
	Iteration 16Q: 3 clusters Score -1251033 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1251108.875000 Penalty: 4566.639648
	Iteration 17Q: 3 clusters Score -1251109 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1251195.250000 Penalty: 4566.639648
	Iteration 18Q: 3 clusters Score -1251195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1251306.500000 Penalty: 4566.639648
	Iteration 19Q: 3 clusters Score -1251306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1251427.625000 Penalty: 4566.639648
	Iteration 20F: 3 clusters Score -1251428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1251555.375000 Penalty: 4566.639648
	Iteration 21Q: 3 clusters Score -1251555 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1251678.125000 Penalty: 4566.639648
	Iteration 22Q: 3 clusters Score -1251678 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1251840.375000 Penalty: 4566.639648
	Iteration 23Q: 3 clusters Score -1251840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1251991.625000 Penalty: 4566.639648
	Iteration 24Q: 3 clusters Score -1251992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1252103.750000 Penalty: 4566.639648
	Iteration 25Q: 3 clusters Score -1252104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1252203.625000 Penalty: 4566.639648
	Iteration 26Q: 3 clusters Score -1252204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1252267.750000 Penalty: 4566.639648
	Iteration 27Q: 3 clusters Score -1252268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1252313.625000 Penalty: 4566.639648
	Iteration 28Q: 3 clusters Score -1252314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1252349.375000 Penalty: 4566.639648
	Iteration 29Q: 3 clusters Score -1252349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1252381.625000 Penalty: 4566.639648
	Iteration 30Q: 3 clusters Score -1252382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1252403.500000 Penalty: 4566.639648
	Iteration 31Q: 3 clusters Score -1252404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1252426.000000 Penalty: 4566.639648
	Iteration 32Q: 3 clusters Score -1252426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1252449.000000 Penalty: 4566.639648
	Iteration 33Q: 3 clusters Score -1252449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1252467.500000 Penalty: 4566.639648
	Iteration 34Q: 3 clusters Score -1252468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1252488.375000 Penalty: 4566.639648
	Iteration 35Q: 3 clusters Score -1252488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1252513.125000 Penalty: 4566.639648
	Iteration 36Q: 3 clusters Score -1252513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1252535.125000 Penalty: 4566.639648
	Iteration 37Q: 3 clusters Score -1252535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1252553.625000 Penalty: 4566.639648
	Iteration 38Q: 3 clusters Score -1252554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1252574.000000 Penalty: 4566.639648
	Iteration 39Q: 3 clusters Score -1252574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1252591.000000 Penalty: 4566.639648
	Iteration 40F: 3 clusters Score -1252591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1252613.000000 Penalty: 4566.639648
	Iteration 41Q: 3 clusters Score -1252613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1252632.250000 Penalty: 4566.639648
	Iteration 42Q: 3 clusters Score -1252632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1252649.250000 Penalty: 4566.639648
	Iteration 43Q: 3 clusters Score -1252649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1252665.125000 Penalty: 4566.639648
	Iteration 44Q: 3 clusters Score -1252665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1252678.875000 Penalty: 4566.639648
	Iteration 45Q: 3 clusters Score -1252679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1252693.750000 Penalty: 4566.639648
	Iteration 46Q: 3 clusters Score -1252694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1252705.375000 Penalty: 4566.639648
	Iteration 47Q: 3 clusters Score -1252705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1252713.500000 Penalty: 4566.639648
	Iteration 48Q: 3 clusters Score -1252714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1252723.125000 Penalty: 4566.639648
	Iteration 49Q: 3 clusters Score -1252723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1252733.875000 Penalty: 4566.639648
	Iteration 50Q: 3 clusters Score -1252734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1252748.375000 Penalty: 4566.639648
	Iteration 51Q: 3 clusters Score -1252748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1252762.625000 Penalty: 4566.639648
	Iteration 52Q: 3 clusters Score -1252763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1252782.250000 Penalty: 4566.639648
	Iteration 53Q: 3 clusters Score -1252782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1252796.500000 Penalty: 4566.639648
	Iteration 54Q: 3 clusters Score -1252796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1252824.125000 Penalty: 4566.639648
	Iteration 55Q: 3 clusters Score -1252824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1252841.125000 Penalty: 4566.639648
	Iteration 56Q: 3 clusters Score -1252841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1252870.750000 Penalty: 4566.639648
	Iteration 57Q: 3 clusters Score -1252871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1252902.500000 Penalty: 4566.639648
	Iteration 58Q: 3 clusters Score -1252902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1252938.875000 Penalty: 4566.639648
	Iteration 59Q: 3 clusters Score -1252939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1252967.000000 Penalty: 4566.639648
	Iteration 60F: 3 clusters Score -1252967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1253001.875000 Penalty: 4566.639648
	Iteration 61Q: 3 clusters Score -1253002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1253023.500000 Penalty: 4566.639648
	Iteration 62Q: 3 clusters Score -1253024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1253058.125000 Penalty: 4566.639648
	Iteration 63Q: 3 clusters Score -1253058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1253098.125000 Penalty: 4566.639648
	Iteration 64Q: 3 clusters Score -1253098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1253155.500000 Penalty: 4566.639648
	Iteration 65Q: 3 clusters Score -1253156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1253221.375000 Penalty: 4566.639648
	Iteration 66Q: 3 clusters Score -1253221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1253323.250000 Penalty: 4566.639648
	Iteration 67Q: 3 clusters Score -1253323 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1253471.500000 Penalty: 4566.639648
	Iteration 68Q: 3 clusters Score -1253472 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1253711.750000 Penalty: 4566.639648
	Iteration 69Q: 3 clusters Score -1253712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1254017.625000 Penalty: 4566.639648
	Iteration 70Q: 3 clusters Score -1254018 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1254391.250000 Penalty: 4566.639648
	Iteration 71Q: 3 clusters Score -1254391 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1254697.125000 Penalty: 4566.639648
	Iteration 72Q: 3 clusters Score -1254697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1254818.875000 Penalty: 4566.639648
	Iteration 73Q: 3 clusters Score -1254819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1254865.750000 Penalty: 4566.639648
	Iteration 74Q: 3 clusters Score -1254866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1254870.000000 Penalty: 4566.639648
	Iteration 75Q: 3 clusters Score -1254870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1254876.125000 Penalty: 4566.639648
	Iteration 76Q: 3 clusters Score -1254876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1254878.625000 Penalty: 4566.639648
	Iteration 77Q: 3 clusters Score -1254879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1254878.750000 Penalty: 4566.639648
	Iteration 78Q: 3 clusters Score -1254879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1254878.750000 Penalty: 4566.639648
	Iteration 79Q: 3 clusters Score -1254879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1254889.500000 Penalty: 4566.639648
	Iteration 80F: 3 clusters Score -1254890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1254890.875000 Penalty: 4566.639648
	Iteration 81Q: 3 clusters Score -1254891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1254890.625000 Penalty: 4566.639648
	Iteration 82Q: 3 clusters Score -1254891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1254890.625000 Penalty: 4566.639648
	Iteration 83F: 3 clusters Score -1254891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 10718 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 5260 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 5602 members 
Entering Unmasked Estep 
Score: -111252728.000000 Penalty: 122229.328125
Splitting cluster 13 changes total score from -111249768.000000 to -111252728.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -861658.000000 Penalty: 2184.697754
	Iteration 0F: 2 clusters Score -861658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -856059.687500 Penalty: 4369.395508
	Iteration 0F: 3 clusters Score -856059.7 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -857499.937500 Penalty: 4369.395508
	Iteration 1F: 3 clusters Score -857499.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -857838.937500 Penalty: 4369.395508
	Iteration 2F: 3 clusters Score -857838.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -858170.187500 Penalty: 4369.395508
	Iteration 3F: 3 clusters Score -858170.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -858597.125000 Penalty: 4369.395508
	Iteration 4F: 3 clusters Score -858597.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -859129.125000 Penalty: 4369.395508
	Iteration 5F: 3 clusters Score -859129.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -859625.437500 Penalty: 4369.395508
	Iteration 6F: 3 clusters Score -859625.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -860036.437500 Penalty: 4369.395508
	Iteration 7F: 3 clusters Score -860036.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -860321.312500 Penalty: 4369.395508
	Iteration 8Q: 3 clusters Score -860321.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -860499.875000 Penalty: 4369.395508
	Iteration 9Q: 3 clusters Score -860499.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -860592.875000 Penalty: 4369.395508
	Iteration 10Q: 3 clusters Score -860592.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -860632.562500 Penalty: 4369.395508
	Iteration 11Q: 3 clusters Score -860632.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -860661.000000 Penalty: 4369.395508
	Iteration 12Q: 3 clusters Score -860661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -860680.187500 Penalty: 4369.395508
	Iteration 13Q: 3 clusters Score -860680.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -860689.250000 Penalty: 4369.395508
	Iteration 14Q: 3 clusters Score -860689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -860693.750000 Penalty: 4369.395508
	Iteration 15Q: 3 clusters Score -860693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -860700.875000 Penalty: 4369.395508
	Iteration 16Q: 3 clusters Score -860700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -860706.937500 Penalty: 4369.395508
	Iteration 17Q: 3 clusters Score -860706.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -860710.562500 Penalty: 4369.395508
	Iteration 18Q: 3 clusters Score -860710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -860715.125000 Penalty: 4369.395508
	Iteration 19Q: 3 clusters Score -860715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -860718.062500 Penalty: 4369.395508
	Iteration 20F: 3 clusters Score -860718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -860719.437500 Penalty: 4369.395508
	Iteration 21Q: 3 clusters Score -860719.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -860725.687500 Penalty: 4369.395508
	Iteration 22Q: 3 clusters Score -860725.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -860729.875000 Penalty: 4369.395508
	Iteration 23Q: 3 clusters Score -860729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -860734.937500 Penalty: 4369.395508
	Iteration 24Q: 3 clusters Score -860734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -860737.375000 Penalty: 4369.395508
	Iteration 25Q: 3 clusters Score -860737.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -860743.312500 Penalty: 4369.395508
	Iteration 26Q: 3 clusters Score -860743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -860746.437500 Penalty: 4369.395508
	Iteration 27Q: 3 clusters Score -860746.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -860750.000000 Penalty: 4369.395508
	Iteration 28Q: 3 clusters Score -860750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -860751.125000 Penalty: 4369.395508
	Iteration 29Q: 3 clusters Score -860751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -860752.937500 Penalty: 4369.395508
	Iteration 30Q: 3 clusters Score -860752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -860752.937500 Penalty: 4369.395508
	Iteration 31F: 3 clusters Score -860752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Entering Unmasked Estep 
Score: -824141.937500 Penalty: 2187.533447
	Iteration 0F: 2 clusters Score -824141.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -818512.562500 Penalty: 4375.066895
	Iteration 0F: 3 clusters Score -818512.6 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -820081.437500 Penalty: 4375.066895
	Iteration 1F: 3 clusters Score -820081.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -820361.125000 Penalty: 4375.066895
	Iteration 2F: 3 clusters Score -820361.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -820546.687500 Penalty: 4375.066895
	Iteration 3F: 3 clusters Score -820546.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -820684.187500 Penalty: 4375.066895
	Iteration 4Q: 3 clusters Score -820684.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -820796.187500 Penalty: 4375.066895
	Iteration 5Q: 3 clusters Score -820796.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -820900.500000 Penalty: 4375.066895
	Iteration 6Q: 3 clusters Score -820900.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -821009.812500 Penalty: 4375.066895
	Iteration 7Q: 3 clusters Score -821009.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -821123.937500 Penalty: 4375.066895
	Iteration 8Q: 3 clusters Score -821123.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -821235.375000 Penalty: 4375.066895
	Iteration 9Q: 3 clusters Score -821235.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -821389.875000 Penalty: 4375.066895
	Iteration 10Q: 3 clusters Score -821389.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -821620.187500 Penalty: 4375.066895
	Iteration 11Q: 3 clusters Score -821620.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -821970.312500 Penalty: 4375.066895
	Iteration 12Q: 3 clusters Score -821970.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -822250.062500 Penalty: 4375.066895
	Iteration 13Q: 3 clusters Score -822250.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -822532.562500 Penalty: 4375.066895
	Iteration 14Q: 3 clusters Score -822532.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -822808.562500 Penalty: 4375.066895
	Iteration 15Q: 3 clusters Score -822808.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -823048.500000 Penalty: 4375.066895
	Iteration 16Q: 3 clusters Score -823048.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -823186.687500 Penalty: 4375.066895
	Iteration 17Q: 3 clusters Score -823186.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -823260.562500 Penalty: 4375.066895
	Iteration 18Q: 3 clusters Score -823260.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -823292.875000 Penalty: 4375.066895
	Iteration 19Q: 3 clusters Score -823292.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -823311.375000 Penalty: 4375.066895
	Iteration 20F: 3 clusters Score -823311.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -823319.562500 Penalty: 4375.066895
	Iteration 21Q: 3 clusters Score -823319.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -823326.250000 Penalty: 4375.066895
	Iteration 22Q: 3 clusters Score -823326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -823330.000000 Penalty: 4375.066895
	Iteration 23Q: 3 clusters Score -823330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -823331.500000 Penalty: 4375.066895
	Iteration 24Q: 3 clusters Score -823331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -823332.500000 Penalty: 4375.066895
	Iteration 25Q: 3 clusters Score -823332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -823332.500000 Penalty: 4375.066895
	Iteration 26F: 3 clusters Score -823332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Entering Unmasked Estep 
Score: -14756858.000000 Penalty: 2884.847412
	Iteration 0F: 2 clusters Score -1.475686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -14681275.000000 Penalty: 5769.694824
	Iteration 0F: 3 clusters Score -1.468128e+07 nChanged 53602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -14712179.000000 Penalty: 5769.694824
	Iteration 1F: 3 clusters Score -1.471218e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -14713998.000000 Penalty: 5769.694824
	Iteration 2Q: 3 clusters Score -1.4714e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -14716986.000000 Penalty: 5769.694824
	Iteration 3F: 3 clusters Score -1.471699e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -14722335.000000 Penalty: 5769.694824
	Iteration 4F: 3 clusters Score -1.472234e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -14730643.000000 Penalty: 5769.694824
	Iteration 5F: 3 clusters Score -1.473064e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -14740675.000000 Penalty: 5769.694824
	Iteration 6F: 3 clusters Score -1.474068e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -14748736.000000 Penalty: 5769.694824
	Iteration 7F: 3 clusters Score -1.474874e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -14752660.000000 Penalty: 5769.694824
	Iteration 8Q: 3 clusters Score -1.475266e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -14753779.000000 Penalty: 5769.694824
	Iteration 9Q: 3 clusters Score -1.475378e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -14754049.000000 Penalty: 5769.694824
	Iteration 10Q: 3 clusters Score -1.475405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -14754182.000000 Penalty: 5769.694824
	Iteration 11Q: 3 clusters Score -1.475418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -14754233.000000 Penalty: 5769.694824
	Iteration 12Q: 3 clusters Score -1.475423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -14754261.000000 Penalty: 5769.694824
	Iteration 13Q: 3 clusters Score -1.475426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -14754271.000000 Penalty: 5769.694824
	Iteration 14Q: 3 clusters Score -1.475427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
Score: -14754278.000000 Penalty: 5769.694824
	Iteration 15Q: 3 clusters Score -1.475428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112496 members 
Entering Unmasked Estep 
Score: -14754293.000000 Penalty: 5769.694824
	Iteration 16Q: 3 clusters Score -1.475429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -14754287.000000 Penalty: 5769.694824
	Iteration 17Q: 3 clusters Score -1.475429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -14754287.000000 Penalty: 5769.694824
	Iteration 18F: 3 clusters Score -1.475429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -229182.796875 Penalty: 1896.651001
	Iteration 0F: 2 clusters Score -229182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -226570.937500 Penalty: 3793.302002
	Iteration 0F: 3 clusters Score -226570.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -227426.421875 Penalty: 3793.302002
	Iteration 1F: 3 clusters Score -227426.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227926.578125 Penalty: 3793.302002
	Iteration 2F: 3 clusters Score -227926.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -228278.156250 Penalty: 3793.302002
	Iteration 3F: 3 clusters Score -228278.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -228501.593750 Penalty: 3793.302002
	Iteration 4F: 3 clusters Score -228501.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -228649.000000 Penalty: 3793.302002
	Iteration 5Q: 3 clusters Score -228649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -228732.484375 Penalty: 3793.302002
	Iteration 6Q: 3 clusters Score -228732.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228769.781250 Penalty: 3793.302002
	Iteration 7Q: 3 clusters Score -228769.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228804.937500 Penalty: 3793.302002
	Iteration 8Q: 3 clusters Score -228804.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228837.515625 Penalty: 3793.302002
	Iteration 9Q: 3 clusters Score -228837.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228873.625000 Penalty: 3793.302002
	Iteration 10Q: 3 clusters Score -228873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -228915.343750 Penalty: 3793.302002
	Iteration 11Q: 3 clusters Score -228915.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -228959.734375 Penalty: 3793.302002
	Iteration 12Q: 3 clusters Score -228959.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -229000.921875 Penalty: 3793.302002
	Iteration 13Q: 3 clusters Score -229000.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229028.468750 Penalty: 3793.302002
	Iteration 14Q: 3 clusters Score -229028.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -229065.062500 Penalty: 3793.302002
	Iteration 15Q: 3 clusters Score -229065.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -229095.984375 Penalty: 3793.302002
	Iteration 16Q: 3 clusters Score -229096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -229121.125000 Penalty: 3793.302002
	Iteration 17Q: 3 clusters Score -229121.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229155.140625 Penalty: 3793.302002
	Iteration 18Q: 3 clusters Score -229155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229176.296875 Penalty: 3793.302002
	Iteration 19Q: 3 clusters Score -229176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229196.171875 Penalty: 3793.302002
	Iteration 20F: 3 clusters Score -229196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229207.796875 Penalty: 3793.302002
	Iteration 21Q: 3 clusters Score -229207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -229218.812500 Penalty: 3793.302002
	Iteration 22Q: 3 clusters Score -229218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -229222.171875 Penalty: 3793.302002
	Iteration 23Q: 3 clusters Score -229222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229223.734375 Penalty: 3793.302002
	Iteration 24Q: 3 clusters Score -229223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229223.734375 Penalty: 3793.302002
	Iteration 25F: 3 clusters Score -229223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 10718 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 5260 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 5602 members 
Mstep: Class 37 contains 759 members 
Entering Unmasked Estep 
Score: -111251208.000000 Penalty: 125624.593750
Splitting cluster 17 changes total score from -111249768.000000 to -111251208.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (87737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Entering Unmasked Estep 
Score: -11515925.000000 Penalty: 2822.760498
	Iteration 0F: 2 clusters Score -1.151592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -11457027.000000 Penalty: 5645.520996
	Iteration 0F: 3 clusters Score -1.145703e+07 nChanged 41374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -11481083.000000 Penalty: 5645.520996
	Iteration 1F: 3 clusters Score -1.148108e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -11482173.000000 Penalty: 5645.520996
	Iteration 2Q: 3 clusters Score -1.148217e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -11483537.000000 Penalty: 5645.520996
	Iteration 3Q: 3 clusters Score -1.148354e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -11485343.000000 Penalty: 5645.520996
	Iteration 4Q: 3 clusters Score -1.148534e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -11487627.000000 Penalty: 5645.520996
	Iteration 5F: 3 clusters Score -1.148763e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -11490124.000000 Penalty: 5645.520996
	Iteration 6F: 3 clusters Score -1.149012e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -11492698.000000 Penalty: 5645.520996
	Iteration 7F: 3 clusters Score -1.14927e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -11495116.000000 Penalty: 5645.520996
	Iteration 8F: 3 clusters Score -1.149512e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -11497684.000000 Penalty: 5645.520996
	Iteration 9F: 3 clusters Score -1.149768e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -11500615.000000 Penalty: 5645.520996
	Iteration 10F: 3 clusters Score -1.150062e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -11503926.000000 Penalty: 5645.520996
	Iteration 11Q: 3 clusters Score -1.150393e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -11507098.000000 Penalty: 5645.520996
	Iteration 12Q: 3 clusters Score -1.15071e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -11509607.000000 Penalty: 5645.520996
	Iteration 13Q: 3 clusters Score -1.150961e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -11511298.000000 Penalty: 5645.520996
	Iteration 14Q: 3 clusters Score -1.15113e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -11512305.000000 Penalty: 5645.520996
	Iteration 15Q: 3 clusters Score -1.15123e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -11512863.000000 Penalty: 5645.520996
	Iteration 16Q: 3 clusters Score -1.151286e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -11513136.000000 Penalty: 5645.520996
	Iteration 17Q: 3 clusters Score -1.151314e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -11513291.000000 Penalty: 5645.520996
	Iteration 18Q: 3 clusters Score -1.151329e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -11513373.000000 Penalty: 5645.520996
	Iteration 19Q: 3 clusters Score -1.151337e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -11513405.000000 Penalty: 5645.520996
	Iteration 20F: 3 clusters Score -1.15134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -11513432.000000 Penalty: 5645.520996
	Iteration 21Q: 3 clusters Score -1.151343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -11513463.000000 Penalty: 5645.520996
	Iteration 22Q: 3 clusters Score -1.151346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -11513486.000000 Penalty: 5645.520996
	Iteration 23Q: 3 clusters Score -1.151349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -11513509.000000 Penalty: 5645.520996
	Iteration 24Q: 3 clusters Score -1.151351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -11513515.000000 Penalty: 5645.520996
	Iteration 25Q: 3 clusters Score -1.151352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -11513521.000000 Penalty: 5645.520996
	Iteration 26Q: 3 clusters Score -1.151352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -11513534.000000 Penalty: 5645.520996
	Iteration 27Q: 3 clusters Score -1.151353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -11513532.000000 Penalty: 5645.520996
	Iteration 28Q: 3 clusters Score -1.151353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -11513541.000000 Penalty: 5645.520996
	Iteration 29Q: 3 clusters Score -1.151354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -11513549.000000 Penalty: 5645.520996
	Iteration 30Q: 3 clusters Score -1.151355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -11513558.000000 Penalty: 5645.520996
	Iteration 31Q: 3 clusters Score -1.151356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -11513572.000000 Penalty: 5645.520996
	Iteration 32Q: 3 clusters Score -1.151357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -11513568.000000 Penalty: 5645.520996
	Iteration 33Q: 3 clusters Score -1.151357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -11513573.000000 Penalty: 5645.520996
	Iteration 34Q: 3 clusters Score -1.151357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -11513577.000000 Penalty: 5645.520996
	Iteration 35Q: 3 clusters Score -1.151358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -11513584.000000 Penalty: 5645.520996
	Iteration 36Q: 3 clusters Score -1.151358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -11513603.000000 Penalty: 5645.520996
	Iteration 37Q: 3 clusters Score -1.15136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -11513598.000000 Penalty: 5645.520996
	Iteration 38Q: 3 clusters Score -1.15136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -11513611.000000 Penalty: 5645.520996
	Iteration 39Q: 3 clusters Score -1.151361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -11513612.000000 Penalty: 5645.520996
	Iteration 40F: 3 clusters Score -1.151361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -11513611.000000 Penalty: 5645.520996
	Iteration 41Q: 3 clusters Score -1.151361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -11513611.000000 Penalty: 5645.520996
	Iteration 42Q: 3 clusters Score -1.151361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -11513612.000000 Penalty: 5645.520996
	Iteration 43Q: 3 clusters Score -1.151361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -11513623.000000 Penalty: 5645.520996
	Iteration 44Q: 3 clusters Score -1.151362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -11513627.000000 Penalty: 5645.520996
	Iteration 45Q: 3 clusters Score -1.151363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -11513623.000000 Penalty: 5645.520996
	Iteration 46Q: 3 clusters Score -1.151362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -11513630.000000 Penalty: 5645.520996
	Iteration 47Q: 3 clusters Score -1.151363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -11513628.000000 Penalty: 5645.520996
	Iteration 48Q: 3 clusters Score -1.151363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -11513633.000000 Penalty: 5645.520996
	Iteration 49Q: 3 clusters Score -1.151363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -11513640.000000 Penalty: 5645.520996
	Iteration 50Q: 3 clusters Score -1.151364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -11513641.000000 Penalty: 5645.520996
	Iteration 51Q: 3 clusters Score -1.151364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -11513643.000000 Penalty: 5645.520996
	Iteration 52Q: 3 clusters Score -1.151364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -11513643.000000 Penalty: 5645.520996
	Iteration 53F: 3 clusters Score -1.151364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Entering Unmasked Estep 
Score: -1510030.250000 Penalty: 2325.464111
	Iteration 0F: 2 clusters Score -1510030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1501246.750000 Penalty: 4650.928223
	Iteration 0F: 3 clusters Score -1501247 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1504104.875000 Penalty: 4650.928223
	Iteration 1F: 3 clusters Score -1504105 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1504590.500000 Penalty: 4650.928223
	Iteration 2F: 3 clusters Score -1504590 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1505024.000000 Penalty: 4650.928223
	Iteration 3F: 3 clusters Score -1505024 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1505431.875000 Penalty: 4650.928223
	Iteration 4F: 3 clusters Score -1505432 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1505870.625000 Penalty: 4650.928223
	Iteration 5F: 3 clusters Score -1505871 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1506379.875000 Penalty: 4650.928223
	Iteration 6F: 3 clusters Score -1506380 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1506917.500000 Penalty: 4650.928223
	Iteration 7F: 3 clusters Score -1506918 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1507389.875000 Penalty: 4650.928223
	Iteration 8F: 3 clusters Score -1507390 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1507728.875000 Penalty: 4650.928223
	Iteration 9Q: 3 clusters Score -1507729 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1507982.375000 Penalty: 4650.928223
	Iteration 10Q: 3 clusters Score -1507982 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1508168.000000 Penalty: 4650.928223
	Iteration 11Q: 3 clusters Score -1508168 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1508289.125000 Penalty: 4650.928223
	Iteration 12Q: 3 clusters Score -1508289 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1508380.375000 Penalty: 4650.928223
	Iteration 13Q: 3 clusters Score -1508380 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1508431.750000 Penalty: 4650.928223
	Iteration 14Q: 3 clusters Score -1508432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1508475.125000 Penalty: 4650.928223
	Iteration 15Q: 3 clusters Score -1508475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1508507.375000 Penalty: 4650.928223
	Iteration 16Q: 3 clusters Score -1508507 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1508522.875000 Penalty: 4650.928223
	Iteration 17Q: 3 clusters Score -1508523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1508539.000000 Penalty: 4650.928223
	Iteration 18Q: 3 clusters Score -1508539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1508552.625000 Penalty: 4650.928223
	Iteration 19Q: 3 clusters Score -1508553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1508558.375000 Penalty: 4650.928223
	Iteration 20F: 3 clusters Score -1508558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1508560.750000 Penalty: 4650.928223
	Iteration 21Q: 3 clusters Score -1508561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1508567.000000 Penalty: 4650.928223
	Iteration 22Q: 3 clusters Score -1508567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1508573.375000 Penalty: 4650.928223
	Iteration 23Q: 3 clusters Score -1508573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1508574.875000 Penalty: 4650.928223
	Iteration 24Q: 3 clusters Score -1508575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1508580.375000 Penalty: 4650.928223
	Iteration 25Q: 3 clusters Score -1508580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1508584.125000 Penalty: 4650.928223
	Iteration 26Q: 3 clusters Score -1508584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1508584.250000 Penalty: 4650.928223
	Iteration 27Q: 3 clusters Score -1508584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1508590.125000 Penalty: 4650.928223
	Iteration 28Q: 3 clusters Score -1508590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1508590.500000 Penalty: 4650.928223
	Iteration 29Q: 3 clusters Score -1508590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1508594.625000 Penalty: 4650.928223
	Iteration 30Q: 3 clusters Score -1508595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1508593.000000 Penalty: 4650.928223
	Iteration 31Q: 3 clusters Score -1508593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1508594.500000 Penalty: 4650.928223
	Iteration 32Q: 3 clusters Score -1508594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1508593.000000 Penalty: 4650.928223
	Iteration 33Q: 3 clusters Score -1508593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1508594.000000 Penalty: 4650.928223
	Iteration 34Q: 3 clusters Score -1508594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1508594.250000 Penalty: 4650.928223
	Iteration 35Q: 3 clusters Score -1508594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1508595.375000 Penalty: 4650.928223
	Iteration 36Q: 3 clusters Score -1508595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1508597.000000 Penalty: 4650.928223
	Iteration 37Q: 3 clusters Score -1508597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1508596.125000 Penalty: 4650.928223
	Iteration 38Q: 3 clusters Score -1508596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1508596.125000 Penalty: 4650.928223
	Iteration 39F: 3 clusters Score -1508596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Entering Unmasked Estep 
Score: -4422310.500000 Penalty: 2590.705566
	Iteration 0F: 2 clusters Score -4422310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4398957.000000 Penalty: 5181.411133
	Iteration 0F: 3 clusters Score -4398957 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4407556.500000 Penalty: 5181.411133
	Iteration 1F: 3 clusters Score -4407556 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4408191.000000 Penalty: 5181.411133
	Iteration 2Q: 3 clusters Score -4408191 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4408950.000000 Penalty: 5181.411133
	Iteration 3Q: 3 clusters Score -4408950 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4409971.000000 Penalty: 5181.411133
	Iteration 4F: 3 clusters Score -4409971 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4411321.000000 Penalty: 5181.411133
	Iteration 5F: 3 clusters Score -4411321 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -4412984.000000 Penalty: 5181.411133
	Iteration 6F: 3 clusters Score -4412984 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4414896.500000 Penalty: 5181.411133
	Iteration 7F: 3 clusters Score -4414896 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4416692.500000 Penalty: 5181.411133
	Iteration 8F: 3 clusters Score -4416692 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4417969.500000 Penalty: 5181.411133
	Iteration 9Q: 3 clusters Score -4417970 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4418616.500000 Penalty: 5181.411133
	Iteration 10Q: 3 clusters Score -4418616 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4418897.500000 Penalty: 5181.411133
	Iteration 11Q: 3 clusters Score -4418898 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4419011.500000 Penalty: 5181.411133
	Iteration 12Q: 3 clusters Score -4419012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4419102.000000 Penalty: 5181.411133
	Iteration 13Q: 3 clusters Score -4419102 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4419190.000000 Penalty: 5181.411133
	Iteration 14Q: 3 clusters Score -4419190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4419258.000000 Penalty: 5181.411133
	Iteration 15Q: 3 clusters Score -4419258 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -4419303.000000 Penalty: 5181.411133
	Iteration 16Q: 3 clusters Score -4419303 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4419352.000000 Penalty: 5181.411133
	Iteration 17Q: 3 clusters Score -4419352 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4419391.500000 Penalty: 5181.411133
	Iteration 18Q: 3 clusters Score -4419392 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4419451.000000 Penalty: 5181.411133
	Iteration 19Q: 3 clusters Score -4419451 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -4419519.000000 Penalty: 5181.411133
	Iteration 20F: 3 clusters Score -4419519 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4419603.500000 Penalty: 5181.411133
	Iteration 21Q: 3 clusters Score -4419604 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -4419686.500000 Penalty: 5181.411133
	Iteration 22Q: 3 clusters Score -4419686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4419761.500000 Penalty: 5181.411133
	Iteration 23Q: 3 clusters Score -4419762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4419829.000000 Penalty: 5181.411133
	Iteration 24Q: 3 clusters Score -4419829 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4419919.000000 Penalty: 5181.411133
	Iteration 25Q: 3 clusters Score -4419919 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4420034.000000 Penalty: 5181.411133
	Iteration 26Q: 3 clusters Score -4420034 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4420142.000000 Penalty: 5181.411133
	Iteration 27Q: 3 clusters Score -4420142 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -4420276.500000 Penalty: 5181.411133
	Iteration 28Q: 3 clusters Score -4420276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4420386.500000 Penalty: 5181.411133
	Iteration 29Q: 3 clusters Score -4420386 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4420493.500000 Penalty: 5181.411133
	Iteration 30Q: 3 clusters Score -4420494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4420539.500000 Penalty: 5181.411133
	Iteration 31Q: 3 clusters Score -4420540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4420577.000000 Penalty: 5181.411133
	Iteration 32Q: 3 clusters Score -4420577 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4420615.500000 Penalty: 5181.411133
	Iteration 33Q: 3 clusters Score -4420616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4420628.000000 Penalty: 5181.411133
	Iteration 34Q: 3 clusters Score -4420628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -4420636.500000 Penalty: 5181.411133
	Iteration 35Q: 3 clusters Score -4420636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4420635.500000 Penalty: 5181.411133
	Iteration 36Q: 3 clusters Score -4420636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4420654.500000 Penalty: 5181.411133
	Iteration 37Q: 3 clusters Score -4420654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4420654.500000 Penalty: 5181.411133
	Iteration 38Q: 3 clusters Score -4420654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4420675.000000 Penalty: 5181.411133
	Iteration 39Q: 3 clusters Score -4420675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -4420667.000000 Penalty: 5181.411133
	Iteration 40F: 3 clusters Score -4420667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4420674.000000 Penalty: 5181.411133
	Iteration 41Q: 3 clusters Score -4420674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4420676.000000 Penalty: 5181.411133
	Iteration 42Q: 3 clusters Score -4420676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4420685.500000 Penalty: 5181.411133
	Iteration 43Q: 3 clusters Score -4420686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -4420680.000000 Penalty: 5181.411133
	Iteration 44Q: 3 clusters Score -4420680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4420681.000000 Penalty: 5181.411133
	Iteration 45Q: 3 clusters Score -4420681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4420681.000000 Penalty: 5181.411133
	Iteration 46Q: 3 clusters Score -4420681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4420671.000000 Penalty: 5181.411133
	Iteration 47Q: 3 clusters Score -4420671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4420665.500000 Penalty: 5181.411133
	Iteration 48Q: 3 clusters Score -4420666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4420670.000000 Penalty: 5181.411133
	Iteration 49Q: 3 clusters Score -4420670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4420666.000000 Penalty: 5181.411133
	Iteration 50Q: 3 clusters Score -4420666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4420675.000000 Penalty: 5181.411133
	Iteration 51Q: 3 clusters Score -4420675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4420675.000000 Penalty: 5181.411133
	Iteration 52Q: 3 clusters Score -4420675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4420678.500000 Penalty: 5181.411133
	Iteration 53Q: 3 clusters Score -4420678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4420677.500000 Penalty: 5181.411133
	Iteration 54Q: 3 clusters Score -4420678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -4420671.500000 Penalty: 5181.411133
	Iteration 55Q: 3 clusters Score -4420672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4420678.000000 Penalty: 5181.411133
	Iteration 56Q: 3 clusters Score -4420678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4420675.500000 Penalty: 5181.411133
	Iteration 57Q: 3 clusters Score -4420676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4420680.000000 Penalty: 5181.411133
	Iteration 58Q: 3 clusters Score -4420680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4420680.000000 Penalty: 5181.411133
	Iteration 59F: 3 clusters Score -4420680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Entering Unmasked Estep 
Score: -719991.937500 Penalty: 2154.987305
	Iteration 0F: 2 clusters Score -719991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -714864.812500 Penalty: 4309.974609
	Iteration 0F: 3 clusters Score -714864.8 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -716489.250000 Penalty: 4309.974609
	Iteration 1F: 3 clusters Score -716489.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -717098.125000 Penalty: 4309.974609
	Iteration 2F: 3 clusters Score -717098.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -717706.312500 Penalty: 4309.974609
	Iteration 3F: 3 clusters Score -717706.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -718153.375000 Penalty: 4309.974609
	Iteration 4F: 3 clusters Score -718153.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -718426.500000 Penalty: 4309.974609
	Iteration 5F: 3 clusters Score -718426.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -718633.812500 Penalty: 4309.974609
	Iteration 6Q: 3 clusters Score -718633.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -718789.625000 Penalty: 4309.974609
	Iteration 7Q: 3 clusters Score -718789.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -718911.750000 Penalty: 4309.974609
	Iteration 8Q: 3 clusters Score -718911.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -718998.812500 Penalty: 4309.974609
	Iteration 9Q: 3 clusters Score -718998.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -719069.625000 Penalty: 4309.974609
	Iteration 10Q: 3 clusters Score -719069.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -719139.500000 Penalty: 4309.974609
	Iteration 11Q: 3 clusters Score -719139.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -719219.562500 Penalty: 4309.974609
	Iteration 12Q: 3 clusters Score -719219.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -719301.500000 Penalty: 4309.974609
	Iteration 13Q: 3 clusters Score -719301.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -719379.312500 Penalty: 4309.974609
	Iteration 14Q: 3 clusters Score -719379.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -719414.562500 Penalty: 4309.974609
	Iteration 15Q: 3 clusters Score -719414.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -719434.125000 Penalty: 4309.974609
	Iteration 16Q: 3 clusters Score -719434.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -719445.625000 Penalty: 4309.974609
	Iteration 17Q: 3 clusters Score -719445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -719455.437500 Penalty: 4309.974609
	Iteration 18Q: 3 clusters Score -719455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -719460.875000 Penalty: 4309.974609
	Iteration 19Q: 3 clusters Score -719460.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -719464.625000 Penalty: 4309.974609
	Iteration 20F: 3 clusters Score -719464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -719470.625000 Penalty: 4309.974609
	Iteration 21Q: 3 clusters Score -719470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -719473.312500 Penalty: 4309.974609
	Iteration 22Q: 3 clusters Score -719473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -719475.812500 Penalty: 4309.974609
	Iteration 23Q: 3 clusters Score -719475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -719476.562500 Penalty: 4309.974609
	Iteration 24Q: 3 clusters Score -719476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -719476.937500 Penalty: 4309.974609
	Iteration 25Q: 3 clusters Score -719476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -719479.187500 Penalty: 4309.974609
	Iteration 26Q: 3 clusters Score -719479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -719479.375000 Penalty: 4309.974609
	Iteration 27Q: 3 clusters Score -719479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -719479.875000 Penalty: 4309.974609
	Iteration 28Q: 3 clusters Score -719479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -719481.125000 Penalty: 4309.974609
	Iteration 29Q: 3 clusters Score -719481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -719482.125000 Penalty: 4309.974609
	Iteration 30Q: 3 clusters Score -719482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -719482.812500 Penalty: 4309.974609
	Iteration 31Q: 3 clusters Score -719482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -719484.437500 Penalty: 4309.974609
	Iteration 32Q: 3 clusters Score -719484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -719484.875000 Penalty: 4309.974609
	Iteration 33Q: 3 clusters Score -719484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -719484.812500 Penalty: 4309.974609
	Iteration 34Q: 3 clusters Score -719484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -719485.312500 Penalty: 4309.974609
	Iteration 35Q: 3 clusters Score -719485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -719487.250000 Penalty: 4309.974609
	Iteration 36Q: 3 clusters Score -719487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -719488.125000 Penalty: 4309.974609
	Iteration 37Q: 3 clusters Score -719488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -719488.437500 Penalty: 4309.974609
	Iteration 38Q: 3 clusters Score -719488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -719491.812500 Penalty: 4309.974609
	Iteration 39Q: 3 clusters Score -719491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -719492.437500 Penalty: 4309.974609
	Iteration 40F: 3 clusters Score -719492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -719496.000000 Penalty: 4309.974609
	Iteration 41Q: 3 clusters Score -719496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -719497.187500 Penalty: 4309.974609
	Iteration 42Q: 3 clusters Score -719497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -719499.437500 Penalty: 4309.974609
	Iteration 43Q: 3 clusters Score -719499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -719500.625000 Penalty: 4309.974609
	Iteration 44Q: 3 clusters Score -719500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -719501.000000 Penalty: 4309.974609
	Iteration 45Q: 3 clusters Score -719501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -719500.375000 Penalty: 4309.974609
	Iteration 46Q: 3 clusters Score -719500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -719504.875000 Penalty: 4309.974609
	Iteration 47Q: 3 clusters Score -719504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -719506.750000 Penalty: 4309.974609
	Iteration 48Q: 3 clusters Score -719506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -719506.625000 Penalty: 4309.974609
	Iteration 49Q: 3 clusters Score -719506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -719507.937500 Penalty: 4309.974609
	Iteration 50Q: 3 clusters Score -719507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -719510.687500 Penalty: 4309.974609
	Iteration 51Q: 3 clusters Score -719510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -719510.687500 Penalty: 4309.974609
	Iteration 52Q: 3 clusters Score -719510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -719510.625000 Penalty: 4309.974609
	Iteration 53Q: 3 clusters Score -719510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -719510.562500 Penalty: 4309.974609
	Iteration 54Q: 3 clusters Score -719510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -719510.562500 Penalty: 4309.974609
	Iteration 55F: 3 clusters Score -719510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Entering Unmasked Estep 
Score: -1269089.375000 Penalty: 2276.380371
	Iteration 0F: 2 clusters Score -1269089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1261640.750000 Penalty: 4552.760742
	Iteration 0F: 3 clusters Score -1261641 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1263778.500000 Penalty: 4552.760742
	Iteration 1F: 3 clusters Score -1263778 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1264118.000000 Penalty: 4552.760742
	Iteration 2F: 3 clusters Score -1264118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1264422.500000 Penalty: 4552.760742
	Iteration 3F: 3 clusters Score -1264422 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1264749.250000 Penalty: 4552.760742
	Iteration 4Q: 3 clusters Score -1264749 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1265088.750000 Penalty: 4552.760742
	Iteration 5Q: 3 clusters Score -1265089 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1265457.125000 Penalty: 4552.760742
	Iteration 6Q: 3 clusters Score -1265457 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1265818.125000 Penalty: 4552.760742
	Iteration 7Q: 3 clusters Score -1265818 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1266098 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1266329.125000 Penalty: 4552.760742
	Iteration 9Q: 3 clusters Score -1266329 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1266546.500000 Penalty: 4552.760742
	Iteration 10Q: 3 clusters Score -1266546 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1266713.875000 Penalty: 4552.760742
	Iteration 11Q: 3 clusters Score -1266714 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1266842.500000 Penalty: 4552.760742
	Iteration 12Q: 3 clusters Score -1266842 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1266961.250000 Penalty: 4552.760742
	Iteration 13Q: 3 clusters Score -1266961 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1267071.500000 Penalty: 4552.760742
	Iteration 14Q: 3 clusters Score -1267072 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1267166.625000 Penalty: 4552.760742
	Iteration 15Q: 3 clusters Score -1267167 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1267246.250000 Penalty: 4552.760742
	Iteration 16Q: 3 clusters Score -1267246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1267316.000000 Penalty: 4552.760742
	Iteration 17Q: 3 clusters Score -1267316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1267364.500000 Penalty: 4552.760742
	Iteration 18Q: 3 clusters Score -1267364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1267413.000000 Penalty: 4552.760742
	Iteration 19Q: 3 clusters Score -1267413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1267454.250000 Penalty: 4552.760742
	Iteration 20F: 3 clusters Score -1267454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1267493.250000 Penalty: 4552.760742
	Iteration 21Q: 3 clusters Score -1267493 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1267529.750000 Penalty: 4552.760742
	Iteration 22Q: 3 clusters Score -1267530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1267569.875000 Penalty: 4552.760742
	Iteration 23Q: 3 clusters Score -1267570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1267602.000000 Penalty: 4552.760742
	Iteration 24Q: 3 clusters Score -1267602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1267627.750000 Penalty: 4552.760742
	Iteration 25Q: 3 clusters Score -1267628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1267649.250000 Penalty: 4552.760742
	Iteration 26Q: 3 clusters Score -1267649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1267660.500000 Penalty: 4552.760742
	Iteration 27Q: 3 clusters Score -1267660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1267674.375000 Penalty: 4552.760742
	Iteration 28Q: 3 clusters Score -1267674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1267683.625000 Penalty: 4552.760742
	Iteration 29Q: 3 clusters Score -1267684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1267696.000000 Penalty: 4552.760742
	Iteration 30Q: 3 clusters Score -1267696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1267719.000000 Penalty: 4552.760742
	Iteration 31Q: 3 clusters Score -1267719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1267736.000000 Penalty: 4552.760742
	Iteration 32Q: 3 clusters Score -1267736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1267756.625000 Penalty: 4552.760742
	Iteration 33Q: 3 clusters Score -1267757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1267779.125000 Penalty: 4552.760742
	Iteration 34Q: 3 clusters Score -1267779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1267795.750000 Penalty: 4552.760742
	Iteration 35Q: 3 clusters Score -1267796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1267817.500000 Penalty: 4552.760742
	Iteration 36Q: 3 clusters Score -1267818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1267837.250000 Penalty: 4552.760742
	Iteration 37Q: 3 clusters Score -1267837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1267849.000000 Penalty: 4552.760742
	Iteration 38Q: 3 clusters Score -1267849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1267864.125000 Penalty: 4552.760742
	Iteration 39Q: 3 clusters Score -1267864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1267877.375000 Penalty: 4552.760742
	Iteration 40F: 3 clusters Score -1267877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1267884.125000 Penalty: 4552.760742
	Iteration 41Q: 3 clusters Score -1267884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1267893.875000 Penalty: 4552.760742
	Iteration 42Q: 3 clusters Score -1267894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1267906.000000 Penalty: 4552.760742
	Iteration 43Q: 3 clusters Score -1267906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1267916.500000 Penalty: 4552.760742
	Iteration 44Q: 3 clusters Score -1267916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1267927.375000 Penalty: 4552.760742
	Iteration 45Q: 3 clusters Score -1267927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1267938.875000 Penalty: 4552.760742
	Iteration 46Q: 3 clusters Score -1267939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1267948.125000 Penalty: 4552.760742
	Iteration 47Q: 3 clusters Score -1267948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1267954.750000 Penalty: 4552.760742
	Iteration 48Q: 3 clusters Score -1267955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1267963.875000 Penalty: 4552.760742
	Iteration 49Q: 3 clusters Score -1267964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1267970.625000 Penalty: 4552.760742
	Iteration 50Q: 3 clusters Score -1267971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1267973.750000 Penalty: 4552.760742
	Iteration 51Q: 3 clusters Score -1267974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1267976.875000 Penalty: 4552.760742
	Iteration 52Q: 3 clusters Score -1267977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1267980.500000 Penalty: 4552.760742
	Iteration 53Q: 3 clusters Score -1267980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1267989.500000 Penalty: 4552.760742
	Iteration 54Q: 3 clusters Score -1267990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1267989.875000 Penalty: 4552.760742
	Iteration 55Q: 3 clusters Score -1267990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1267991.625000 Penalty: 4552.760742
	Iteration 56Q: 3 clusters Score -1267992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1267999.375000 Penalty: 4552.760742
	Iteration 57Q: 3 clusters Score -1267999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1268007.125000 Penalty: 4552.760742
	Iteration 58Q: 3 clusters Score -1268007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1268009.500000 Penalty: 4552.760742
	Iteration 59Q: 3 clusters Score -1268010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1268016.500000 Penalty: 4552.760742
	Iteration 60F: 3 clusters Score -1268016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1268021.625000 Penalty: 4552.760742
	Iteration 61Q: 3 clusters Score -1268022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1268023.250000 Penalty: 4552.760742
	Iteration 62Q: 3 clusters Score -1268023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1268022.875000 Penalty: 4552.760742
	Iteration 63Q: 3 clusters Score -1268023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1268028.000000 Penalty: 4552.760742
	Iteration 64Q: 3 clusters Score -1268028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1268029.625000 Penalty: 4552.760742
	Iteration 65Q: 3 clusters Score -1268030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1268033.250000 Penalty: 4552.760742
	Iteration 66Q: 3 clusters Score -1268033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1268037.125000 Penalty: 4552.760742
	Iteration 67Q: 3 clusters Score -1268037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1268040.125000 Penalty: 4552.760742
	Iteration 68Q: 3 clusters Score -1268040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1268044.000000 Penalty: 4552.760742
	Iteration 69Q: 3 clusters Score -1268044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1268044.625000 Penalty: 4552.760742
	Iteration 70Q: 3 clusters Score -1268045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1268048.625000 Penalty: 4552.760742
	Iteration 71Q: 3 clusters Score -1268049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1268055.000000 Penalty: 4552.760742
	Iteration 72Q: 3 clusters Score -1268055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1268059.875000 Penalty: 4552.760742
	Iteration 73Q: 3 clusters Score -1268060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1268064.000000 Penalty: 4552.760742
	Iteration 74Q: 3 clusters Score -1268064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1268073.750000 Penalty: 4552.760742
	Iteration 75Q: 3 clusters Score -1268074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1268078.000000 Penalty: 4552.760742
	Iteration 76Q: 3 clusters Score -1268078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1268082.000000 Penalty: 4552.760742
	Iteration 77Q: 3 clusters Score -1268082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1268084.125000 Penalty: 4552.760742
	Iteration 78Q: 3 clusters Score -1268084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1268091.375000 Penalty: 4552.760742
	Iteration 79Q: 3 clusters Score -1268091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1268097.875000 Penalty: 4552.760742
	Iteration 80F: 3 clusters Score -1268098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1268108.125000 Penalty: 4552.760742
	Iteration 81Q: 3 clusters Score -1268108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1268125.125000 Penalty: 4552.760742
	Iteration 82Q: 3 clusters Score -1268125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1268133.625000 Penalty: 4552.760742
	Iteration 83Q: 3 clusters Score -1268134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1268147.125000 Penalty: 4552.760742
	Iteration 84Q: 3 clusters Score -1268147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1268161.625000 Penalty: 4552.760742
	Iteration 85Q: 3 clusters Score -1268162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1268178.750000 Penalty: 4552.760742
	Iteration 86Q: 3 clusters Score -1268179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1268195.875000 Penalty: 4552.760742
	Iteration 87Q: 3 clusters Score -1268196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1268225.125000 Penalty: 4552.760742
	Iteration 88Q: 3 clusters Score -1268225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1268257.000000 Penalty: 4552.760742
	Iteration 89Q: 3 clusters Score -1268257 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1268295.875000 Penalty: 4552.760742
	Iteration 90Q: 3 clusters Score -1268296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1268330.500000 Penalty: 4552.760742
	Iteration 91Q: 3 clusters Score -1268330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1268363.125000 Penalty: 4552.760742
	Iteration 92Q: 3 clusters Score -1268363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1268422.375000 Penalty: 4552.760742
	Iteration 93Q: 3 clusters Score -1268422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1268487.375000 Penalty: 4552.760742
	Iteration 94Q: 3 clusters Score -1268487 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1268544.000000 Penalty: 4552.760742
	Iteration 95Q: 3 clusters Score -1268544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1268601.750000 Penalty: 4552.760742
	Iteration 96Q: 3 clusters Score -1268602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1268658.625000 Penalty: 4552.760742
	Iteration 97Q: 3 clusters Score -1268659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1268696.875000 Penalty: 4552.760742
	Iteration 98Q: 3 clusters Score -1268697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1268723.750000 Penalty: 4552.760742
	Iteration 99Q: 3 clusters Score -1268724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1268750.250000 Penalty: 4552.760742
	Iteration 100F: 3 clusters Score -1268750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1268763.250000 Penalty: 4552.760742
	Iteration 101Q: 3 clusters Score -1268763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1268772.500000 Penalty: 4552.760742
	Iteration 102Q: 3 clusters Score -1268772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1268775.625000 Penalty: 4552.760742
	Iteration 103Q: 3 clusters Score -1268776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1268784.500000 Penalty: 4552.760742
	Iteration 104Q: 3 clusters Score -1268784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1268787.500000 Penalty: 4552.760742
	Iteration 105Q: 3 clusters Score -1268788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1268788.000000 Penalty: 4552.760742
	Iteration 106Q: 3 clusters Score -1268788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1268788.000000 Penalty: 4552.760742
	Iteration 107F: 3 clusters Score -1268788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -423432.125000 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -423432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -419975.500000 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -419975.5 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -420719.656250 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -420719.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -420903.656250 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -420903.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -421020.562500 Penalty: 4017.077393
	Iteration 3Q: 3 clusters Score -421020.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -421092.062500 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -421092.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -421136.656250 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -421136.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -421173.312500 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -421173.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -421200.968750 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -421201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -421225.343750 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -421225.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -421241.218750 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -421241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -421258.343750 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -421258.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -421278.687500 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -421278.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -421298.031250 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -421298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -421318.500000 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -421318.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -421333.968750 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -421334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -421355.656250 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -421355.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -421379.375000 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -421379.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -421402.968750 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -421403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -421424.093750 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -421424.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -421442.875000 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -421442.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -421459.406250 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -421459.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -421475.093750 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -421475.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -421494.500000 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -421494.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -421518.406250 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -421518.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -421552.125000 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -421552.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -421589.531250 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -421589.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -421617.062500 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -421617.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -421647.687500 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -421647.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -421669.750000 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -421669.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -421700.343750 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -421700.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -421736.250000 Penalty: 4017.077393
	Iteration 30Q: 3 clusters Score -421736.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -421763.812500 Penalty: 4017.077393
	Iteration 31Q: 3 clusters Score -421763.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -421788.812500 Penalty: 4017.077393
	Iteration 32Q: 3 clusters Score -421788.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -421808.968750 Penalty: 4017.077393
	Iteration 33Q: 3 clusters Score -421809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -421825.187500 Penalty: 4017.077393
	Iteration 34Q: 3 clusters Score -421825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -421837.375000 Penalty: 4017.077393
	Iteration 35Q: 3 clusters Score -421837.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -421845.125000 Penalty: 4017.077393
	Iteration 36Q: 3 clusters Score -421845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -421854.875000 Penalty: 4017.077393
	Iteration 37Q: 3 clusters Score -421854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -421866.968750 Penalty: 4017.077393
	Iteration 38Q: 3 clusters Score -421867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -421874.218750 Penalty: 4017.077393
	Iteration 39Q: 3 clusters Score -421874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -421878.437500 Penalty: 4017.077393
	Iteration 40F: 3 clusters Score -421878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -421881.937500 Penalty: 4017.077393
	Iteration 41Q: 3 clusters Score -421881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -421882.718750 Penalty: 4017.077393
	Iteration 42Q: 3 clusters Score -421882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -421884.750000 Penalty: 4017.077393
	Iteration 43Q: 3 clusters Score -421884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -421884.781250 Penalty: 4017.077393
	Iteration 44Q: 3 clusters Score -421884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -421884.781250 Penalty: 4017.077393
	Iteration 45F: 3 clusters Score -421884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Entering Unmasked Estep 
Score: -1381142.000000 Penalty: 2301.360596
	Iteration 0F: 2 clusters Score -1381142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1373090.500000 Penalty: 4602.721191
	Iteration 0F: 3 clusters Score -1373090 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1375649.000000 Penalty: 4602.721191
	Iteration 1F: 3 clusters Score -1375649 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1376189.375000 Penalty: 4602.721191
	Iteration 2F: 3 clusters Score -1376189 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1376784.750000 Penalty: 4602.721191
	Iteration 3F: 3 clusters Score -1376785 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1377365.375000 Penalty: 4602.721191
	Iteration 4F: 3 clusters Score -1377365 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1377818.500000 Penalty: 4602.721191
	Iteration 5F: 3 clusters Score -1377818 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1378172.625000 Penalty: 4602.721191
	Iteration 6F: 3 clusters Score -1378173 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1378496.375000 Penalty: 4602.721191
	Iteration 7Q: 3 clusters Score -1378496 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1378817.250000 Penalty: 4602.721191
	Iteration 8Q: 3 clusters Score -1378817 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1379125.000000 Penalty: 4602.721191
	Iteration 9Q: 3 clusters Score -1379125 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1379416.375000 Penalty: 4602.721191
	Iteration 10Q: 3 clusters Score -1379416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1379692.000000 Penalty: 4602.721191
	Iteration 11Q: 3 clusters Score -1379692 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1379895.625000 Penalty: 4602.721191
	Iteration 12Q: 3 clusters Score -1379896 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1380039.875000 Penalty: 4602.721191
	Iteration 13Q: 3 clusters Score -1380040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1380136.250000 Penalty: 4602.721191
	Iteration 14Q: 3 clusters Score -1380136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1380212.875000 Penalty: 4602.721191
	Iteration 15Q: 3 clusters Score -1380213 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1380261.875000 Penalty: 4602.721191
	Iteration 16Q: 3 clusters Score -1380262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1380299.625000 Penalty: 4602.721191
	Iteration 17Q: 3 clusters Score -1380300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1380334.375000 Penalty: 4602.721191
	Iteration 18Q: 3 clusters Score -1380334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1380354.875000 Penalty: 4602.721191
	Iteration 19Q: 3 clusters Score -1380355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1380386.000000 Penalty: 4602.721191
	Iteration 20F: 3 clusters Score -1380386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1380416.375000 Penalty: 4602.721191
	Iteration 21Q: 3 clusters Score -1380416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1380440.000000 Penalty: 4602.721191
	Iteration 22Q: 3 clusters Score -1380440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1380461.375000 Penalty: 4602.721191
	Iteration 23Q: 3 clusters Score -1380461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1380488.375000 Penalty: 4602.721191
	Iteration 24Q: 3 clusters Score -1380488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1380516.125000 Penalty: 4602.721191
	Iteration 25Q: 3 clusters Score -1380516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1380533.125000 Penalty: 4602.721191
	Iteration 26Q: 3 clusters Score -1380533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1380558.000000 Penalty: 4602.721191
	Iteration 27Q: 3 clusters Score -1380558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1380576.875000 Penalty: 4602.721191
	Iteration 28Q: 3 clusters Score -1380577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1380596.625000 Penalty: 4602.721191
	Iteration 29Q: 3 clusters Score -1380597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1380623.500000 Penalty: 4602.721191
	Iteration 30Q: 3 clusters Score -1380624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1380641.625000 Penalty: 4602.721191
	Iteration 31Q: 3 clusters Score -1380642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1380663.375000 Penalty: 4602.721191
	Iteration 32Q: 3 clusters Score -1380663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1380689.125000 Penalty: 4602.721191
	Iteration 33Q: 3 clusters Score -1380689 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1380723.625000 Penalty: 4602.721191
	Iteration 34Q: 3 clusters Score -1380724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1380757.375000 Penalty: 4602.721191
	Iteration 35Q: 3 clusters Score -1380757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1380799.625000 Penalty: 4602.721191
	Iteration 36Q: 3 clusters Score -1380800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1380844.000000 Penalty: 4602.721191
	Iteration 37Q: 3 clusters Score -1380844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1380890.875000 Penalty: 4602.721191
	Iteration 38Q: 3 clusters Score -1380891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1380951.375000 Penalty: 4602.721191
	Iteration 39Q: 3 clusters Score -1380951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1381051.500000 Penalty: 4602.721191
	Iteration 40F: 3 clusters Score -1381052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1381170.750000 Penalty: 4602.721191
	Iteration 41Q: 3 clusters Score -1381171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1381300.875000 Penalty: 4602.721191
	Iteration 42Q: 3 clusters Score -1381301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1381379.875000 Penalty: 4602.721191
	Iteration 43Q: 3 clusters Score -1381380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1381415.375000 Penalty: 4602.721191
	Iteration 44Q: 3 clusters Score -1381415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1381445.125000 Penalty: 4602.721191
	Iteration 45Q: 3 clusters Score -1381445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1381453.375000 Penalty: 4602.721191
	Iteration 46Q: 3 clusters Score -1381453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1381462.250000 Penalty: 4602.721191
	Iteration 47Q: 3 clusters Score -1381462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1381464.750000 Penalty: 4602.721191
	Iteration 48Q: 3 clusters Score -1381465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1381466.125000 Penalty: 4602.721191
	Iteration 49Q: 3 clusters Score -1381466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1381469.500000 Penalty: 4602.721191
	Iteration 50Q: 3 clusters Score -1381470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1381471.750000 Penalty: 4602.721191
	Iteration 51Q: 3 clusters Score -1381472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1381470.500000 Penalty: 4602.721191
	Iteration 52Q: 3 clusters Score -1381470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1381471.625000 Penalty: 4602.721191
	Iteration 53Q: 3 clusters Score -1381472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1381471.000000 Penalty: 4602.721191
	Iteration 54Q: 3 clusters Score -1381471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1381471.000000 Penalty: 4602.721191
	Iteration 55F: 3 clusters Score -1381471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 5260 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 5602 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 8984 members 
Entering Unmasked Estep 
Score: -111250440.000000 Penalty: 129019.851562
Splitting cluster 24 changes total score from -111249768.000000 to -111250440.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -545800.625000 Penalty: 2068.846924
	Iteration 0F: 2 clusters Score -545800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -541763.875000 Penalty: 4137.693848
	Iteration 0F: 3 clusters Score -541763.9 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -542680.562500 Penalty: 4137.693848
	Iteration 1F: 3 clusters Score -542680.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -542882.812500 Penalty: 4137.693848
	Iteration 2F: 3 clusters Score -542882.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -543011.000000 Penalty: 4137.693848
	Iteration 3F: 3 clusters Score -543011 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -543101.500000 Penalty: 4137.693848
	Iteration 4Q: 3 clusters Score -543101.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -543158.437500 Penalty: 4137.693848
	Iteration 5Q: 3 clusters Score -543158.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -543206.000000 Penalty: 4137.693848
	Iteration 6Q: 3 clusters Score -543206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -543256.437500 Penalty: 4137.693848
	Iteration 7Q: 3 clusters Score -543256.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -543300.375000 Penalty: 4137.693848
	Iteration 8Q: 3 clusters Score -543300.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -543341.375000 Penalty: 4137.693848
	Iteration 9Q: 3 clusters Score -543341.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -543378.437500 Penalty: 4137.693848
	Iteration 10Q: 3 clusters Score -543378.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -543424.000000 Penalty: 4137.693848
	Iteration 11Q: 3 clusters Score -543424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -543482.375000 Penalty: 4137.693848
	Iteration 12Q: 3 clusters Score -543482.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -543568.875000 Penalty: 4137.693848
	Iteration 13Q: 3 clusters Score -543568.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -543664.687500 Penalty: 4137.693848
	Iteration 14Q: 3 clusters Score -543664.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -543784.500000 Penalty: 4137.693848
	Iteration 15Q: 3 clusters Score -543784.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -543917.625000 Penalty: 4137.693848
	Iteration 16Q: 3 clusters Score -543917.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -544063.750000 Penalty: 4137.693848
	Iteration 17Q: 3 clusters Score -544063.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -544192.375000 Penalty: 4137.693848
	Iteration 18Q: 3 clusters Score -544192.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -544308.312500 Penalty: 4137.693848
	Iteration 19Q: 3 clusters Score -544308.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -544425.500000 Penalty: 4137.693848
	Iteration 20F: 3 clusters Score -544425.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -544506.562500 Penalty: 4137.693848
	Iteration 21Q: 3 clusters Score -544506.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -544556.312500 Penalty: 4137.693848
	Iteration 22Q: 3 clusters Score -544556.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -544588.625000 Penalty: 4137.693848
	Iteration 23Q: 3 clusters Score -544588.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -544618.625000 Penalty: 4137.693848
	Iteration 24Q: 3 clusters Score -544618.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -544636.875000 Penalty: 4137.693848
	Iteration 25Q: 3 clusters Score -544636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -544648.812500 Penalty: 4137.693848
	Iteration 26Q: 3 clusters Score -544648.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -544659.312500 Penalty: 4137.693848
	Iteration 27Q: 3 clusters Score -544659.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -544669.125000 Penalty: 4137.693848
	Iteration 28Q: 3 clusters Score -544669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -544671.687500 Penalty: 4137.693848
	Iteration 29Q: 3 clusters Score -544671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -544674.187500 Penalty: 4137.693848
	Iteration 30Q: 3 clusters Score -544674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -544677.000000 Penalty: 4137.693848
	Iteration 31Q: 3 clusters Score -544677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -544677.187500 Penalty: 4137.693848
	Iteration 32Q: 3 clusters Score -544677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -544677.187500 Penalty: 4137.693848
	Iteration 33F: 3 clusters Score -544677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -294034.250000 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -294034.2 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 1259 members 
Entering Unmasked Estep 
Score: -291214.343750 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -291214.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292449.937500 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -292449.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -294006.093750 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -294006.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -295368.437500 Penalty: 3874.738770
	Iteration 3F: 3 clusters Score -295368.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296048.625000 Penalty: 3874.738770
	Iteration 4F: 3 clusters Score -296048.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -296183.343750 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -296183.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -296261.718750 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -296261.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -296285.875000 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -296285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296290.375000 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -296290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -296297.687500 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -296297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -296311.187500 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -296311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -296364.656250 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -296364.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -296523.281250 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -296523.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -296729.687500 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -296729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297125.281250 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -297125.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -297634.968750 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -297635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -297652.531250 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -297652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297654.750000 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -297654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -297654.687500 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -297654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -297654.687500 Penalty: 3874.738770
	Iteration 19F: 3 clusters Score -297654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 5260 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 5602 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 8984 members 
Mstep: Class 39 contains 1676 members 
Entering Unmasked Estep 
Score: -111252632.000000 Penalty: 132415.109375
Splitting cluster 26 changes total score from -111249768.000000 to -111252632.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (38837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Entering Unmasked Estep 
Score: -4740117.000000 Penalty: 2620.647949
	Iteration 0F: 2 clusters Score -4740117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4713799.000000 Penalty: 5241.295898
	Iteration 0F: 3 clusters Score -4713799 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4724099.500000 Penalty: 5241.295898
	Iteration 1F: 3 clusters Score -4724100 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4725322.500000 Penalty: 5241.295898
	Iteration 2F: 3 clusters Score -4725322 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4726655.500000 Penalty: 5241.295898
	Iteration 3F: 3 clusters Score -4726656 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4728073.000000 Penalty: 5241.295898
	Iteration 4F: 3 clusters Score -4728073 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4729356.500000 Penalty: 5241.295898
	Iteration 5F: 3 clusters Score -4729356 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4730479.000000 Penalty: 5241.295898
	Iteration 6F: 3 clusters Score -4730479 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4731317.500000 Penalty: 5241.295898
	Iteration 7Q: 3 clusters Score -4731318 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4732008.000000 Penalty: 5241.295898
	Iteration 8Q: 3 clusters Score -4732008 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4732568.500000 Penalty: 5241.295898
	Iteration 9Q: 3 clusters Score -4732568 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4733028.000000 Penalty: 5241.295898
	Iteration 10Q: 3 clusters Score -4733028 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4733380.500000 Penalty: 5241.295898
	Iteration 11Q: 3 clusters Score -4733380 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4733712.500000 Penalty: 5241.295898
	Iteration 12Q: 3 clusters Score -4733712 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4733977.500000 Penalty: 5241.295898
	Iteration 13Q: 3 clusters Score -4733978 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4734192.000000 Penalty: 5241.295898
	Iteration 14Q: 3 clusters Score -4734192 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4734355.500000 Penalty: 5241.295898
	Iteration 15Q: 3 clusters Score -4734356 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4734511.000000 Penalty: 5241.295898
	Iteration 16Q: 3 clusters Score -4734511 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4734640.000000 Penalty: 5241.295898
	Iteration 17Q: 3 clusters Score -4734640 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4734738.000000 Penalty: 5241.295898
	Iteration 18Q: 3 clusters Score -4734738 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4734829.500000 Penalty: 5241.295898
	Iteration 19Q: 3 clusters Score -4734830 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4734927.500000 Penalty: 5241.295898
	Iteration 20F: 3 clusters Score -4734928 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4735013.500000 Penalty: 5241.295898
	Iteration 21Q: 3 clusters Score -4735014 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4735094.500000 Penalty: 5241.295898
	Iteration 22Q: 3 clusters Score -4735094 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4735129.000000 Penalty: 5241.295898
	Iteration 23Q: 3 clusters Score -4735129 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4735183.000000 Penalty: 5241.295898
	Iteration 24Q: 3 clusters Score -4735183 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4735240.500000 Penalty: 5241.295898
	Iteration 25Q: 3 clusters Score -4735240 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4735260.500000 Penalty: 5241.295898
	Iteration 26Q: 3 clusters Score -4735260 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4735317.500000 Penalty: 5241.295898
	Iteration 27Q: 3 clusters Score -4735318 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4735352.000000 Penalty: 5241.295898
	Iteration 28Q: 3 clusters Score -4735352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -4735388.500000 Penalty: 5241.295898
	Iteration 29Q: 3 clusters Score -4735388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4735400.500000 Penalty: 5241.295898
	Iteration 30Q: 3 clusters Score -4735400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4735389.500000 Penalty: 5241.295898
	Iteration 31Q: 3 clusters Score -4735390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4735432.000000 Penalty: 5241.295898
	Iteration 32Q: 3 clusters Score -4735432 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4735464.500000 Penalty: 5241.295898
	Iteration 33Q: 3 clusters Score -4735464 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4735465.000000 Penalty: 5241.295898
	Iteration 34Q: 3 clusters Score -4735465 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4735492.500000 Penalty: 5241.295898
	Iteration 35Q: 3 clusters Score -4735492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4735507.000000 Penalty: 5241.295898
	Iteration 36Q: 3 clusters Score -4735507 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4735525.000000 Penalty: 5241.295898
	Iteration 37Q: 3 clusters Score -4735525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4735527.000000 Penalty: 5241.295898
	Iteration 38Q: 3 clusters Score -4735527 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4735548.500000 Penalty: 5241.295898
	Iteration 39Q: 3 clusters Score -4735548 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4735585.000000 Penalty: 5241.295898
	Iteration 40F: 3 clusters Score -4735585 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4735606.500000 Penalty: 5241.295898
	Iteration 41Q: 3 clusters Score -4735606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4735616.000000 Penalty: 5241.295898
	Iteration 42Q: 3 clusters Score -4735616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4735640.000000 Penalty: 5241.295898
	Iteration 43Q: 3 clusters Score -4735640 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4735674.000000 Penalty: 5241.295898
	Iteration 44Q: 3 clusters Score -4735674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4735682.500000 Penalty: 5241.295898
	Iteration 45Q: 3 clusters Score -4735682 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4735685.500000 Penalty: 5241.295898
	Iteration 46Q: 3 clusters Score -4735686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -4735712.000000 Penalty: 5241.295898
	Iteration 47Q: 3 clusters Score -4735712 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4735746.000000 Penalty: 5241.295898
	Iteration 48Q: 3 clusters Score -4735746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4735784.000000 Penalty: 5241.295898
	Iteration 49Q: 3 clusters Score -4735784 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4735797.000000 Penalty: 5241.295898
	Iteration 50Q: 3 clusters Score -4735797 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4735817.000000 Penalty: 5241.295898
	Iteration 51Q: 3 clusters Score -4735817 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4735849.000000 Penalty: 5241.295898
	Iteration 52Q: 3 clusters Score -4735849 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4735885.500000 Penalty: 5241.295898
	Iteration 53Q: 3 clusters Score -4735886 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4735932.000000 Penalty: 5241.295898
	Iteration 54Q: 3 clusters Score -4735932 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4735978.000000 Penalty: 5241.295898
	Iteration 55Q: 3 clusters Score -4735978 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4736021.500000 Penalty: 5241.295898
	Iteration 56Q: 3 clusters Score -4736022 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4736063.000000 Penalty: 5241.295898
	Iteration 57Q: 3 clusters Score -4736063 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4736123.000000 Penalty: 5241.295898
	Iteration 58Q: 3 clusters Score -4736123 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -4736176.500000 Penalty: 5241.295898
	Iteration 59Q: 3 clusters Score -4736176 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -4736263.500000 Penalty: 5241.295898
	Iteration 60F: 3 clusters Score -4736264 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4736344.000000 Penalty: 5241.295898
	Iteration 61Q: 3 clusters Score -4736344 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4736436.500000 Penalty: 5241.295898
	Iteration 62Q: 3 clusters Score -4736436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4736545.000000 Penalty: 5241.295898
	Iteration 63Q: 3 clusters Score -4736545 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -4736622.000000 Penalty: 5241.295898
	Iteration 64Q: 3 clusters Score -4736622 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4736715.000000 Penalty: 5241.295898
	Iteration 65Q: 3 clusters Score -4736715 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4736766.000000 Penalty: 5241.295898
	Iteration 66Q: 3 clusters Score -4736766 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4736842.000000 Penalty: 5241.295898
	Iteration 67Q: 3 clusters Score -4736842 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -4736946.000000 Penalty: 5241.295898
	Iteration 68Q: 3 clusters Score -4736946 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4737030.000000 Penalty: 5241.295898
	Iteration 69Q: 3 clusters Score -4737030 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4737110.500000 Penalty: 5241.295898
	Iteration 70Q: 3 clusters Score -4737110 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4737192.500000 Penalty: 5241.295898
	Iteration 71Q: 3 clusters Score -4737192 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4737277.000000 Penalty: 5241.295898
	Iteration 72Q: 3 clusters Score -4737277 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -4737381.000000 Penalty: 5241.295898
	Iteration 73Q: 3 clusters Score -4737381 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4737457.000000 Penalty: 5241.295898
	Iteration 74Q: 3 clusters Score -4737457 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4737544.000000 Penalty: 5241.295898
	Iteration 75Q: 3 clusters Score -4737544 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4737633.000000 Penalty: 5241.295898
	Iteration 76Q: 3 clusters Score -4737633 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4737763.000000 Penalty: 5241.295898
	Iteration 77Q: 3 clusters Score -4737763 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4737843.500000 Penalty: 5241.295898
	Iteration 78Q: 3 clusters Score -4737844 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4737953.000000 Penalty: 5241.295898
	Iteration 79Q: 3 clusters Score -4737953 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4738060.000000 Penalty: 5241.295898
	Iteration 80F: 3 clusters Score -4738060 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4738163.500000 Penalty: 5241.295898
	Iteration 81Q: 3 clusters Score -4738164 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4738243.500000 Penalty: 5241.295898
	Iteration 82Q: 3 clusters Score -4738244 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4738314.500000 Penalty: 5241.295898
	Iteration 83Q: 3 clusters Score -4738314 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4738398.500000 Penalty: 5241.295898
	Iteration 84Q: 3 clusters Score -4738398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4738460.000000 Penalty: 5241.295898
	Iteration 85Q: 3 clusters Score -4738460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4738508.500000 Penalty: 5241.295898
	Iteration 86Q: 3 clusters Score -4738508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4738577.500000 Penalty: 5241.295898
	Iteration 87Q: 3 clusters Score -4738578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4738617.000000 Penalty: 5241.295898
	Iteration 88Q: 3 clusters Score -4738617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4738665.500000 Penalty: 5241.295898
	Iteration 89Q: 3 clusters Score -4738666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4738689.000000 Penalty: 5241.295898
	Iteration 90Q: 3 clusters Score -4738689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4738711.000000 Penalty: 5241.295898
	Iteration 91Q: 3 clusters Score -4738711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4738729.000000 Penalty: 5241.295898
	Iteration 92Q: 3 clusters Score -4738729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4738763.500000 Penalty: 5241.295898
	Iteration 93Q: 3 clusters Score -4738764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4738768.000000 Penalty: 5241.295898
	Iteration 94Q: 3 clusters Score -4738768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4738779.000000 Penalty: 5241.295898
	Iteration 95Q: 3 clusters Score -4738779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4738787.500000 Penalty: 5241.295898
	Iteration 96Q: 3 clusters Score -4738788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4738806.500000 Penalty: 5241.295898
	Iteration 97Q: 3 clusters Score -4738806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4738806.500000 Penalty: 5241.295898
	Iteration 98Q: 3 clusters Score -4738806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4738817.500000 Penalty: 5241.295898
	Iteration 99Q: 3 clusters Score -4738818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4738821.500000 Penalty: 5241.295898
	Iteration 100F: 3 clusters Score -4738822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4738823.500000 Penalty: 5241.295898
	Iteration 101Q: 3 clusters Score -4738824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4738834.500000 Penalty: 5241.295898
	Iteration 102Q: 3 clusters Score -4738834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4738839.000000 Penalty: 5241.295898
	Iteration 103Q: 3 clusters Score -4738839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4738849.000000 Penalty: 5241.295898
	Iteration 104Q: 3 clusters Score -4738849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4738852.500000 Penalty: 5241.295898
	Iteration 105Q: 3 clusters Score -4738852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4738860.500000 Penalty: 5241.295898
	Iteration 106Q: 3 clusters Score -4738860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4738851.500000 Penalty: 5241.295898
	Iteration 107Q: 3 clusters Score -4738852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4738853.500000 Penalty: 5241.295898
	Iteration 108Q: 3 clusters Score -4738854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4738869.000000 Penalty: 5241.295898
	Iteration 109Q: 3 clusters Score -4738869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4738868.000000 Penalty: 5241.295898
	Iteration 110Q: 3 clusters Score -4738868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4738864.000000 Penalty: 5241.295898
	Iteration 111Q: 3 clusters Score -4738864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4738869.500000 Penalty: 5241.295898
	Iteration 112Q: 3 clusters Score -4738870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4738871.500000 Penalty: 5241.295898
	Iteration 113Q: 3 clusters Score -4738872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4738874.500000 Penalty: 5241.295898
	Iteration 114Q: 3 clusters Score -4738874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4738875.500000 Penalty: 5241.295898
	Iteration 115Q: 3 clusters Score -4738876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4738880.500000 Penalty: 5241.295898
	Iteration 116Q: 3 clusters Score -4738880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4738882.500000 Penalty: 5241.295898
	Iteration 117Q: 3 clusters Score -4738882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4738883.000000 Penalty: 5241.295898
	Iteration 118Q: 3 clusters Score -4738883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4738887.500000 Penalty: 5241.295898
	Iteration 119Q: 3 clusters Score -4738888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4738877.000000 Penalty: 5241.295898
	Iteration 120F: 3 clusters Score -4738877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4738884.000000 Penalty: 5241.295898
	Iteration 121Q: 3 clusters Score -4738884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4738884.000000 Penalty: 5241.295898
	Iteration 122F: 3 clusters Score -4738884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1813170.250000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -1813170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1802465.000000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -1802465 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1806371.125000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -1806371 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1807477.500000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -1807478 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1808760.000000 Penalty: 4765.655273
	Iteration 3F: 3 clusters Score -1808760 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1809837.000000 Penalty: 4765.655273
	Iteration 4F: 3 clusters Score -1809837 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1810561.625000 Penalty: 4765.655273
	Iteration 5F: 3 clusters Score -1810562 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1810928.375000 Penalty: 4765.655273
	Iteration 6Q: 3 clusters Score -1810928 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1811097.125000 Penalty: 4765.655273
	Iteration 7Q: 3 clusters Score -1811097 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1811197.500000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -1811198 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1811247.875000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -1811248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1811303.375000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -1811303 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1811350.750000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -1811351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1811385.000000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -1811385 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1811422.500000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -1811422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1811457.000000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -1811457 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1811483.000000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -1811483 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1811511.500000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -1811512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1811528.750000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -1811529 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1811552.000000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -1811552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1811562.125000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -1811562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1811580.375000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -1811580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1811604.625000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -1811605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1811611.625000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -1811612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1811628.500000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -1811628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1811641.625000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -1811642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1811649.875000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -1811650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1811660.000000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -1811660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1811664.000000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -1811664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1811668.250000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -1811668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1811680.625000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -1811681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1811684.375000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -1811684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1811689.500000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -1811690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1811695.750000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -1811696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1811701.875000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -1811702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1811703.875000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -1811704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1811704.750000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -1811705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1811706.500000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -1811706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1811709.500000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -1811710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1811707.000000 Penalty: 4765.655273
	Iteration 38Q: 3 clusters Score -1811707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1811708.250000 Penalty: 4765.655273
	Iteration 39Q: 3 clusters Score -1811708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1811709.250000 Penalty: 4765.655273
	Iteration 40F: 3 clusters Score -1811709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1811711.750000 Penalty: 4765.655273
	Iteration 41Q: 3 clusters Score -1811712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1811708.875000 Penalty: 4765.655273
	Iteration 42Q: 3 clusters Score -1811709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1811708.875000 Penalty: 4765.655273
	Iteration 43Q: 3 clusters Score -1811709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1811708.875000 Penalty: 4765.655273
	Iteration 44F: 3 clusters Score -1811709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -882919.687500 Penalty: 2198.842285
	Iteration 0F: 2 clusters Score -882919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -877067.562500 Penalty: 4397.684570
	Iteration 0F: 3 clusters Score -877067.6 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -878903.187500 Penalty: 4397.684570
	Iteration 1F: 3 clusters Score -878903.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -879519.937500 Penalty: 4397.684570
	Iteration 2F: 3 clusters Score -879519.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -880073.875000 Penalty: 4397.684570
	Iteration 3F: 3 clusters Score -880073.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -880566.625000 Penalty: 4397.684570
	Iteration 4F: 3 clusters Score -880566.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -880937.250000 Penalty: 4397.684570
	Iteration 5F: 3 clusters Score -880937.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -881200.250000 Penalty: 4397.684570
	Iteration 6F: 3 clusters Score -881200.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -881391.250000 Penalty: 4397.684570
	Iteration 7Q: 3 clusters Score -881391.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -881556.187500 Penalty: 4397.684570
	Iteration 8Q: 3 clusters Score -881556.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -881688.687500 Penalty: 4397.684570
	Iteration 9Q: 3 clusters Score -881688.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -881806.750000 Penalty: 4397.684570
	Iteration 10Q: 3 clusters Score -881806.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -881912.562500 Penalty: 4397.684570
	Iteration 11Q: 3 clusters Score -881912.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -882005.375000 Penalty: 4397.684570
	Iteration 12Q: 3 clusters Score -882005.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -882076.062500 Penalty: 4397.684570
	Iteration 13Q: 3 clusters Score -882076.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -882130.187500 Penalty: 4397.684570
	Iteration 14Q: 3 clusters Score -882130.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -882187.500000 Penalty: 4397.684570
	Iteration 15Q: 3 clusters Score -882187.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -882237.500000 Penalty: 4397.684570
	Iteration 16Q: 3 clusters Score -882237.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -882280.562500 Penalty: 4397.684570
	Iteration 17Q: 3 clusters Score -882280.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -882321.500000 Penalty: 4397.684570
	Iteration 18Q: 3 clusters Score -882321.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -882353.250000 Penalty: 4397.684570
	Iteration 19Q: 3 clusters Score -882353.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -882380.687500 Penalty: 4397.684570
	Iteration 20F: 3 clusters Score -882380.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -882408.125000 Penalty: 4397.684570
	Iteration 21Q: 3 clusters Score -882408.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -882430.125000 Penalty: 4397.684570
	Iteration 22Q: 3 clusters Score -882430.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -882450.375000 Penalty: 4397.684570
	Iteration 23Q: 3 clusters Score -882450.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -882467.625000 Penalty: 4397.684570
	Iteration 24Q: 3 clusters Score -882467.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -882485.812500 Penalty: 4397.684570
	Iteration 25Q: 3 clusters Score -882485.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -882519.187500 Penalty: 4397.684570
	Iteration 26Q: 3 clusters Score -882519.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -882563.000000 Penalty: 4397.684570
	Iteration 27Q: 3 clusters Score -882563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -882604.125000 Penalty: 4397.684570
	Iteration 28Q: 3 clusters Score -882604.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -882623.687500 Penalty: 4397.684570
	Iteration 29Q: 3 clusters Score -882623.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -882637.000000 Penalty: 4397.684570
	Iteration 30Q: 3 clusters Score -882637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -882643.687500 Penalty: 4397.684570
	Iteration 31Q: 3 clusters Score -882643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -882647.375000 Penalty: 4397.684570
	Iteration 32Q: 3 clusters Score -882647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -882651.937500 Penalty: 4397.684570
	Iteration 33Q: 3 clusters Score -882651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -882658.000000 Penalty: 4397.684570
	Iteration 34Q: 3 clusters Score -882658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -882659.562500 Penalty: 4397.684570
	Iteration 35Q: 3 clusters Score -882659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -882660.625000 Penalty: 4397.684570
	Iteration 36Q: 3 clusters Score -882660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -882662.812500 Penalty: 4397.684570
	Iteration 37Q: 3 clusters Score -882662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -882664.125000 Penalty: 4397.684570
	Iteration 38Q: 3 clusters Score -882664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -882664.437500 Penalty: 4397.684570
	Iteration 39Q: 3 clusters Score -882664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -882664.062500 Penalty: 4397.684570
	Iteration 40F: 3 clusters Score -882664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -882666.375000 Penalty: 4397.684570
	Iteration 41Q: 3 clusters Score -882666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -882667.250000 Penalty: 4397.684570
	Iteration 42Q: 3 clusters Score -882667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -882668.625000 Penalty: 4397.684570
	Iteration 43Q: 3 clusters Score -882668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -882667.625000 Penalty: 4397.684570
	Iteration 44Q: 3 clusters Score -882667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -882667.625000 Penalty: 4397.684570
	Iteration 45F: 3 clusters Score -882667.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Entering Unmasked Estep 
Score: -3048699.500000 Penalty: 2510.997314
	Iteration 0F: 2 clusters Score -3048700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3031490.750000 Penalty: 5021.994629
	Iteration 0F: 3 clusters Score -3031491 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3038032.000000 Penalty: 5021.994629
	Iteration 1F: 3 clusters Score -3038032 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3039112.500000 Penalty: 5021.994629
	Iteration 2F: 3 clusters Score -3039112 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3040343.250000 Penalty: 5021.994629
	Iteration 3F: 3 clusters Score -3040343 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3041588.250000 Penalty: 5021.994629
	Iteration 4F: 3 clusters Score -3041588 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3042649.000000 Penalty: 5021.994629
	Iteration 5F: 3 clusters Score -3042649 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3043455.000000 Penalty: 5021.994629
	Iteration 6F: 3 clusters Score -3043455 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3044103.500000 Penalty: 5021.994629
	Iteration 7Q: 3 clusters Score -3044104 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3044591.000000 Penalty: 5021.994629
	Iteration 8Q: 3 clusters Score -3044591 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3045023.250000 Penalty: 5021.994629
	Iteration 9Q: 3 clusters Score -3045023 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3045409.500000 Penalty: 5021.994629
	Iteration 10Q: 3 clusters Score -3045410 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3045782.500000 Penalty: 5021.994629
	Iteration 11Q: 3 clusters Score -3045782 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3046130.500000 Penalty: 5021.994629
	Iteration 12Q: 3 clusters Score -3046130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3046396.000000 Penalty: 5021.994629
	Iteration 13Q: 3 clusters Score -3046396 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3046628.000000 Penalty: 5021.994629
	Iteration 14Q: 3 clusters Score -3046628 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3046772.000000 Penalty: 5021.994629
	Iteration 15Q: 3 clusters Score -3046772 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3046863.750000 Penalty: 5021.994629
	Iteration 16Q: 3 clusters Score -3046864 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3046946.250000 Penalty: 5021.994629
	Iteration 17Q: 3 clusters Score -3046946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3046995.750000 Penalty: 5021.994629
	Iteration 18Q: 3 clusters Score -3046996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3047044.500000 Penalty: 5021.994629
	Iteration 19Q: 3 clusters Score -3047044 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3047090.500000 Penalty: 5021.994629
	Iteration 20F: 3 clusters Score -3047090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3047123.750000 Penalty: 5021.994629
	Iteration 21Q: 3 clusters Score -3047124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3047164.750000 Penalty: 5021.994629
	Iteration 22Q: 3 clusters Score -3047165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3047190.250000 Penalty: 5021.994629
	Iteration 23Q: 3 clusters Score -3047190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3047194.250000 Penalty: 5021.994629
	Iteration 24Q: 3 clusters Score -3047194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3047202.500000 Penalty: 5021.994629
	Iteration 25Q: 3 clusters Score -3047202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3047209.500000 Penalty: 5021.994629
	Iteration 26Q: 3 clusters Score -3047210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3047223.750000 Penalty: 5021.994629
	Iteration 27Q: 3 clusters Score -3047224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3047245.250000 Penalty: 5021.994629
	Iteration 28Q: 3 clusters Score -3047245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3047243.000000 Penalty: 5021.994629
	Iteration 29Q: 3 clusters Score -3047243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3047262.500000 Penalty: 5021.994629
	Iteration 30Q: 3 clusters Score -3047262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3047266.500000 Penalty: 5021.994629
	Iteration 31Q: 3 clusters Score -3047266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3047275.750000 Penalty: 5021.994629
	Iteration 32Q: 3 clusters Score -3047276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3047285.000000 Penalty: 5021.994629
	Iteration 33Q: 3 clusters Score -3047285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3047289.500000 Penalty: 5021.994629
	Iteration 34Q: 3 clusters Score -3047290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3047297.000000 Penalty: 5021.994629
	Iteration 35Q: 3 clusters Score -3047297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3047295.250000 Penalty: 5021.994629
	Iteration 36Q: 3 clusters Score -3047295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3047298.000000 Penalty: 5021.994629
	Iteration 37Q: 3 clusters Score -3047298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3047298.000000 Penalty: 5021.994629
	Iteration 38Q: 3 clusters Score -3047298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3047296.500000 Penalty: 5021.994629
	Iteration 39Q: 3 clusters Score -3047296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3047297.250000 Penalty: 5021.994629
	Iteration 40F: 3 clusters Score -3047297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3047300.750000 Penalty: 5021.994629
	Iteration 41Q: 3 clusters Score -3047301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3047305.000000 Penalty: 5021.994629
	Iteration 42Q: 3 clusters Score -3047305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3047302.000000 Penalty: 5021.994629
	Iteration 43Q: 3 clusters Score -3047302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3047300.250000 Penalty: 5021.994629
	Iteration 44Q: 3 clusters Score -3047300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3047303.000000 Penalty: 5021.994629
	Iteration 45Q: 3 clusters Score -3047303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3047304.750000 Penalty: 5021.994629
	Iteration 46Q: 3 clusters Score -3047305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3047305.750000 Penalty: 5021.994629
	Iteration 47Q: 3 clusters Score -3047306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3047307.500000 Penalty: 5021.994629
	Iteration 48Q: 3 clusters Score -3047308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3047306.500000 Penalty: 5021.994629
	Iteration 49Q: 3 clusters Score -3047306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3047306.250000 Penalty: 5021.994629
	Iteration 50Q: 3 clusters Score -3047306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3047309.000000 Penalty: 5021.994629
	Iteration 51Q: 3 clusters Score -3047309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3047310.500000 Penalty: 5021.994629
	Iteration 52Q: 3 clusters Score -3047310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3047310.500000 Penalty: 5021.994629
	Iteration 53F: 3 clusters Score -3047310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Entering Unmasked Estep 
Score: -2525408.000000 Penalty: 2467.277588
	Iteration 0F: 2 clusters Score -2525408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2510799.250000 Penalty: 4934.555176
	Iteration 0F: 3 clusters Score -2510799 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2515937.250000 Penalty: 4934.555176
	Iteration 1F: 3 clusters Score -2515937 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2516643.250000 Penalty: 4934.555176
	Iteration 2F: 3 clusters Score -2516643 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2517316.500000 Penalty: 4934.555176
	Iteration 3F: 3 clusters Score -2517316 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2518076.500000 Penalty: 4934.555176
	Iteration 4F: 3 clusters Score -2518076 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2518948.500000 Penalty: 4934.555176
	Iteration 5F: 3 clusters Score -2518948 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2519987.000000 Penalty: 4934.555176
	Iteration 6F: 3 clusters Score -2519987 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2520921.250000 Penalty: 4934.555176
	Iteration 7F: 3 clusters Score -2520921 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2521733.250000 Penalty: 4934.555176
	Iteration 8F: 3 clusters Score -2521733 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2522384.500000 Penalty: 4934.555176
	Iteration 9Q: 3 clusters Score -2522384 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2522821.000000 Penalty: 4934.555176
	Iteration 10Q: 3 clusters Score -2522821 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2523094.750000 Penalty: 4934.555176
	Iteration 11Q: 3 clusters Score -2523095 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2523269.500000 Penalty: 4934.555176
	Iteration 12Q: 3 clusters Score -2523270 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2523405.750000 Penalty: 4934.555176
	Iteration 13Q: 3 clusters Score -2523406 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2523526.000000 Penalty: 4934.555176
	Iteration 14Q: 3 clusters Score -2523526 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2523602.750000 Penalty: 4934.555176
	Iteration 15Q: 3 clusters Score -2523603 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2523683.250000 Penalty: 4934.555176
	Iteration 16Q: 3 clusters Score -2523683 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2523757.750000 Penalty: 4934.555176
	Iteration 17Q: 3 clusters Score -2523758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2523829.000000 Penalty: 4934.555176
	Iteration 18Q: 3 clusters Score -2523829 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2523911.750000 Penalty: 4934.555176
	Iteration 19Q: 3 clusters Score -2523912 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2523988.250000 Penalty: 4934.555176
	Iteration 20F: 3 clusters Score -2523988 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2524065.750000 Penalty: 4934.555176
	Iteration 21Q: 3 clusters Score -2524066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2524134.000000 Penalty: 4934.555176
	Iteration 22Q: 3 clusters Score -2524134 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2524189.500000 Penalty: 4934.555176
	Iteration 23Q: 3 clusters Score -2524190 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2524247.750000 Penalty: 4934.555176
	Iteration 24Q: 3 clusters Score -2524248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2524300.500000 Penalty: 4934.555176
	Iteration 25Q: 3 clusters Score -2524300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2524347.000000 Penalty: 4934.555176
	Iteration 26Q: 3 clusters Score -2524347 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2524378.000000 Penalty: 4934.555176
	Iteration 27Q: 3 clusters Score -2524378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2524412.000000 Penalty: 4934.555176
	Iteration 28Q: 3 clusters Score -2524412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2524441.250000 Penalty: 4934.555176
	Iteration 29Q: 3 clusters Score -2524441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2524456.250000 Penalty: 4934.555176
	Iteration 30Q: 3 clusters Score -2524456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2524478.750000 Penalty: 4934.555176
	Iteration 31Q: 3 clusters Score -2524479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2524488.500000 Penalty: 4934.555176
	Iteration 32Q: 3 clusters Score -2524488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2524513.500000 Penalty: 4934.555176
	Iteration 33Q: 3 clusters Score -2524514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2524517.750000 Penalty: 4934.555176
	Iteration 34Q: 3 clusters Score -2524518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2524528.750000 Penalty: 4934.555176
	Iteration 35Q: 3 clusters Score -2524529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2524544.750000 Penalty: 4934.555176
	Iteration 36Q: 3 clusters Score -2524545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2524559.750000 Penalty: 4934.555176
	Iteration 37Q: 3 clusters Score -2524560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2524577.000000 Penalty: 4934.555176
	Iteration 38Q: 3 clusters Score -2524577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2524579.750000 Penalty: 4934.555176
	Iteration 39Q: 3 clusters Score -2524580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2524591.750000 Penalty: 4934.555176
	Iteration 40F: 3 clusters Score -2524592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2524602.000000 Penalty: 4934.555176
	Iteration 41Q: 3 clusters Score -2524602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2524604.250000 Penalty: 4934.555176
	Iteration 42Q: 3 clusters Score -2524604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2524616.000000 Penalty: 4934.555176
	Iteration 43Q: 3 clusters Score -2524616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2524619.250000 Penalty: 4934.555176
	Iteration 44Q: 3 clusters Score -2524619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2524627.500000 Penalty: 4934.555176
	Iteration 45Q: 3 clusters Score -2524628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2524631.500000 Penalty: 4934.555176
	Iteration 46Q: 3 clusters Score -2524632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2524634.500000 Penalty: 4934.555176
	Iteration 47Q: 3 clusters Score -2524634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2524647.500000 Penalty: 4934.555176
	Iteration 48Q: 3 clusters Score -2524648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2524663.750000 Penalty: 4934.555176
	Iteration 49Q: 3 clusters Score -2524664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2524675.500000 Penalty: 4934.555176
	Iteration 50Q: 3 clusters Score -2524676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2524677.250000 Penalty: 4934.555176
	Iteration 51Q: 3 clusters Score -2524677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2524678.750000 Penalty: 4934.555176
	Iteration 52Q: 3 clusters Score -2524679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2524701.750000 Penalty: 4934.555176
	Iteration 53Q: 3 clusters Score -2524702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2524717.250000 Penalty: 4934.555176
	Iteration 54Q: 3 clusters Score -2524717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2524748.750000 Penalty: 4934.555176
	Iteration 55Q: 3 clusters Score -2524749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2524764.500000 Penalty: 4934.555176
	Iteration 56Q: 3 clusters Score -2524764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2524780.250000 Penalty: 4934.555176
	Iteration 57Q: 3 clusters Score -2524780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2524780.500000 Penalty: 4934.555176
	Iteration 58Q: 3 clusters Score -2524780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2524794.750000 Penalty: 4934.555176
	Iteration 59Q: 3 clusters Score -2524795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2524802.750000 Penalty: 4934.555176
	Iteration 60F: 3 clusters Score -2524803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2524802.000000 Penalty: 4934.555176
	Iteration 61Q: 3 clusters Score -2524802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2524804.000000 Penalty: 4934.555176
	Iteration 62Q: 3 clusters Score -2524804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2524802.000000 Penalty: 4934.555176
	Iteration 63Q: 3 clusters Score -2524802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2524814.750000 Penalty: 4934.555176
	Iteration 64Q: 3 clusters Score -2524815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2524817.500000 Penalty: 4934.555176
	Iteration 65Q: 3 clusters Score -2524818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2524823.750000 Penalty: 4934.555176
	Iteration 66Q: 3 clusters Score -2524824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2524819.000000 Penalty: 4934.555176
	Iteration 67Q: 3 clusters Score -2524819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2524824.500000 Penalty: 4934.555176
	Iteration 68Q: 3 clusters Score -2524824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2524826.750000 Penalty: 4934.555176
	Iteration 69Q: 3 clusters Score -2524827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2524834.750000 Penalty: 4934.555176
	Iteration 70Q: 3 clusters Score -2524835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2524834.000000 Penalty: 4934.555176
	Iteration 71Q: 3 clusters Score -2524834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2524836.250000 Penalty: 4934.555176
	Iteration 72Q: 3 clusters Score -2524836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2524833.250000 Penalty: 4934.555176
	Iteration 73Q: 3 clusters Score -2524833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2524831.250000 Penalty: 4934.555176
	Iteration 74Q: 3 clusters Score -2524831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2524828.750000 Penalty: 4934.555176
	Iteration 75Q: 3 clusters Score -2524829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2524826.500000 Penalty: 4934.555176
	Iteration 76Q: 3 clusters Score -2524826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2524822.750000 Penalty: 4934.555176
	Iteration 77Q: 3 clusters Score -2524823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2524824.500000 Penalty: 4934.555176
	Iteration 78Q: 3 clusters Score -2524824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2524825.500000 Penalty: 4934.555176
	Iteration 79Q: 3 clusters Score -2524826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2524826.000000 Penalty: 4934.555176
	Iteration 80F: 3 clusters Score -2524826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2524826.000000 Penalty: 4934.555176
	Iteration 81Q: 3 clusters Score -2524826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2524828.000000 Penalty: 4934.555176
	Iteration 82Q: 3 clusters Score -2524828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2524828.250000 Penalty: 4934.555176
	Iteration 83Q: 3 clusters Score -2524828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2524830.750000 Penalty: 4934.555176
	Iteration 84Q: 3 clusters Score -2524831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2524832.000000 Penalty: 4934.555176
	Iteration 85Q: 3 clusters Score -2524832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2524832.000000 Penalty: 4934.555176
	Iteration 86F: 3 clusters Score -2524832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Entering Unmasked Estep 
Score: -10852598.000000 Penalty: 2810.226562
	Iteration 0F: 2 clusters Score -1.08526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -10796835.000000 Penalty: 5620.453125
	Iteration 0F: 3 clusters Score -1.079684e+07 nChanged 39163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -10819044.000000 Penalty: 5620.453125
	Iteration 1F: 3 clusters Score -1.081904e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -10819952.000000 Penalty: 5620.453125
	Iteration 2Q: 3 clusters Score -1.081995e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -10820812.000000 Penalty: 5620.453125
	Iteration 3Q: 3 clusters Score -1.082081e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -10821996.000000 Penalty: 5620.453125
	Iteration 4Q: 3 clusters Score -1.0822e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -10823389.000000 Penalty: 5620.453125
	Iteration 5Q: 3 clusters Score -1.082339e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -10825152.000000 Penalty: 5620.453125
	Iteration 6Q: 3 clusters Score -1.082515e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -10827270.000000 Penalty: 5620.453125
	Iteration 7F: 3 clusters Score -1.082727e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -10829685.000000 Penalty: 5620.453125
	Iteration 8F: 3 clusters Score -1.082968e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -10831964.000000 Penalty: 5620.453125
	Iteration 9F: 3 clusters Score -1.083196e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -10834004.000000 Penalty: 5620.453125
	Iteration 10F: 3 clusters Score -1.0834e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -10835588.000000 Penalty: 5620.453125
	Iteration 11Q: 3 clusters Score -1.083559e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -10836919.000000 Penalty: 5620.453125
	Iteration 12Q: 3 clusters Score -1.083692e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -10838069.000000 Penalty: 5620.453125
	Iteration 13Q: 3 clusters Score -1.083807e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -10839157.000000 Penalty: 5620.453125
	Iteration 14Q: 3 clusters Score -1.083916e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -10840309.000000 Penalty: 5620.453125
	Iteration 15Q: 3 clusters Score -1.084031e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -10841606.000000 Penalty: 5620.453125
	Iteration 16Q: 3 clusters Score -1.084161e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -10843174.000000 Penalty: 5620.453125
	Iteration 17Q: 3 clusters Score -1.084317e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -10844806.000000 Penalty: 5620.453125
	Iteration 18Q: 3 clusters Score -1.084481e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -10846252.000000 Penalty: 5620.453125
	Iteration 19Q: 3 clusters Score -1.084625e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -10847542.000000 Penalty: 5620.453125
	Iteration 20F: 3 clusters Score -1.084754e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10848584.000000 Penalty: 5620.453125
	Iteration 21Q: 3 clusters Score -1.084858e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10849204.000000 Penalty: 5620.453125
	Iteration 22Q: 3 clusters Score -1.08492e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10849547.000000 Penalty: 5620.453125
	Iteration 23Q: 3 clusters Score -1.084955e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10849817.000000 Penalty: 5620.453125
	Iteration 24Q: 3 clusters Score -1.084982e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10849945.000000 Penalty: 5620.453125
	Iteration 25Q: 3 clusters Score -1.084994e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10850038.000000 Penalty: 5620.453125
	Iteration 26Q: 3 clusters Score -1.085004e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10850097.000000 Penalty: 5620.453125
	Iteration 27Q: 3 clusters Score -1.08501e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10850151.000000 Penalty: 5620.453125
	Iteration 28Q: 3 clusters Score -1.085015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10850186.000000 Penalty: 5620.453125
	Iteration 29Q: 3 clusters Score -1.085019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10850225.000000 Penalty: 5620.453125
	Iteration 30Q: 3 clusters Score -1.085022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10850235.000000 Penalty: 5620.453125
	Iteration 31Q: 3 clusters Score -1.085024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10850238.000000 Penalty: 5620.453125
	Iteration 32Q: 3 clusters Score -1.085024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10850242.000000 Penalty: 5620.453125
	Iteration 33Q: 3 clusters Score -1.085024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10850258.000000 Penalty: 5620.453125
	Iteration 34Q: 3 clusters Score -1.085026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10850276.000000 Penalty: 5620.453125
	Iteration 35Q: 3 clusters Score -1.085028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10850292.000000 Penalty: 5620.453125
	Iteration 36Q: 3 clusters Score -1.085029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10850288.000000 Penalty: 5620.453125
	Iteration 37Q: 3 clusters Score -1.085029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10850298.000000 Penalty: 5620.453125
	Iteration 38Q: 3 clusters Score -1.08503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10850295.000000 Penalty: 5620.453125
	Iteration 39Q: 3 clusters Score -1.08503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10850294.000000 Penalty: 5620.453125
	Iteration 40F: 3 clusters Score -1.085029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10850298.000000 Penalty: 5620.453125
	Iteration 41Q: 3 clusters Score -1.08503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10850298.000000 Penalty: 5620.453125
	Iteration 42F: 3 clusters Score -1.08503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -263440.156250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -263440.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -260637.343750 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -260637.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -261529.000000 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -261529 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -262043.968750 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -262044 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -262458.281250 Penalty: 3859.030273
	Iteration 3F: 3 clusters Score -262458.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -262766.500000 Penalty: 3859.030273
	Iteration 4F: 3 clusters Score -262766.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -262982.968750 Penalty: 3859.030273
	Iteration 5F: 3 clusters Score -262983 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -263120.093750 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -263120.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -263236.187500 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -263236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -263298.312500 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -263298.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -263336.906250 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -263336.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -263365.531250 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -263365.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -263390.343750 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -263390.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -263409.437500 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -263409.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263427.937500 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -263427.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -263440.906250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -263440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -263451.937500 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -263451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -263456.875000 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -263456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263460.750000 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -263460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263462.687500 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -263462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263462.968750 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -263463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -263463.562500 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -263463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263465.500000 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -263465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263465.500000 Penalty: 3859.030273
	Iteration 22F: 3 clusters Score -263465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 1535 members 
Mstep: Class 34 contains 5260 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 5602 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 8984 members 
Mstep: Class 39 contains 1676 members 
Mstep: Class 40 contains 858 members 
Entering Unmasked Estep 
Score: -111251136.000000 Penalty: 135810.375000
Splitting cluster 33 changes total score from -111249768.000000 to -111251136.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (5260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Entering Unmasked Estep 
Score: -670695.187500 Penalty: 2124.835938
	Iteration 0F: 2 clusters Score -670695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -666083.937500 Penalty: 4249.671875
	Iteration 0F: 3 clusters Score -666083.9 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -667205.125000 Penalty: 4249.671875
	Iteration 1F: 3 clusters Score -667205.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -667399.187500 Penalty: 4249.671875
	Iteration 2F: 3 clusters Score -667399.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -667534.187500 Penalty: 4249.671875
	Iteration 3Q: 3 clusters Score -667534.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -667639.500000 Penalty: 4249.671875
	Iteration 4Q: 3 clusters Score -667639.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -667718.187500 Penalty: 4249.671875
	Iteration 5Q: 3 clusters Score -667718.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -667783.000000 Penalty: 4249.671875
	Iteration 6Q: 3 clusters Score -667783 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -667854.812500 Penalty: 4249.671875
	Iteration 7Q: 3 clusters Score -667854.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -667942.250000 Penalty: 4249.671875
	Iteration 8Q: 3 clusters Score -667942.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -668083.250000 Penalty: 4249.671875
	Iteration 9Q: 3 clusters Score -668083.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -668277.437500 Penalty: 4249.671875
	Iteration 10Q: 3 clusters Score -668277.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -668509.687500 Penalty: 4249.671875
	Iteration 11F: 3 clusters Score -668509.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -668757.562500 Penalty: 4249.671875
	Iteration 12Q: 3 clusters Score -668757.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -668970.875000 Penalty: 4249.671875
	Iteration 13Q: 3 clusters Score -668970.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -669117.562500 Penalty: 4249.671875
	Iteration 14Q: 3 clusters Score -669117.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -669218.562500 Penalty: 4249.671875
	Iteration 15Q: 3 clusters Score -669218.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -669295.812500 Penalty: 4249.671875
	Iteration 16Q: 3 clusters Score -669295.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -669357.625000 Penalty: 4249.671875
	Iteration 17Q: 3 clusters Score -669357.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -669405.812500 Penalty: 4249.671875
	Iteration 18Q: 3 clusters Score -669405.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -669446.750000 Penalty: 4249.671875
	Iteration 19Q: 3 clusters Score -669446.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -669475.937500 Penalty: 4249.671875
	Iteration 20F: 3 clusters Score -669475.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -669505.937500 Penalty: 4249.671875
	Iteration 21Q: 3 clusters Score -669505.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -669537.437500 Penalty: 4249.671875
	Iteration 22Q: 3 clusters Score -669537.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -669557.250000 Penalty: 4249.671875
	Iteration 23Q: 3 clusters Score -669557.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -669576.312500 Penalty: 4249.671875
	Iteration 24Q: 3 clusters Score -669576.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -669591.562500 Penalty: 4249.671875
	Iteration 25Q: 3 clusters Score -669591.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -669605.500000 Penalty: 4249.671875
	Iteration 26Q: 3 clusters Score -669605.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -669616.937500 Penalty: 4249.671875
	Iteration 27Q: 3 clusters Score -669616.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -669625.750000 Penalty: 4249.671875
	Iteration 28Q: 3 clusters Score -669625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -669633.750000 Penalty: 4249.671875
	Iteration 29Q: 3 clusters Score -669633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -669638.937500 Penalty: 4249.671875
	Iteration 30Q: 3 clusters Score -669638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -669641.687500 Penalty: 4249.671875
	Iteration 31Q: 3 clusters Score -669641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -669645.937500 Penalty: 4249.671875
	Iteration 32Q: 3 clusters Score -669645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -669648.687500 Penalty: 4249.671875
	Iteration 33Q: 3 clusters Score -669648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -669654.250000 Penalty: 4249.671875
	Iteration 34Q: 3 clusters Score -669654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -669654.875000 Penalty: 4249.671875
	Iteration 35Q: 3 clusters Score -669654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -669658.187500 Penalty: 4249.671875
	Iteration 36Q: 3 clusters Score -669658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -669662.125000 Penalty: 4249.671875
	Iteration 37Q: 3 clusters Score -669662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -669660.687500 Penalty: 4249.671875
	Iteration 38Q: 3 clusters Score -669660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -669661.375000 Penalty: 4249.671875
	Iteration 39Q: 3 clusters Score -669661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -669662.562500 Penalty: 4249.671875
	Iteration 40F: 3 clusters Score -669662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -669663.062500 Penalty: 4249.671875
	Iteration 41Q: 3 clusters Score -669663.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -669663.062500 Penalty: 4249.671875
	Iteration 42F: 3 clusters Score -669663.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 162905 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 38149 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 112696 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 87737 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 38837 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 1535 members 
Mstep: Class 34 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111252480.000000 Penalty: 135810.375000
Iteration 79Q: 41 clusters Score -1.112525e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 17192 members 
Mstep: Class 5 contains 43296 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 56634 members 
Mstep: Class 8 contains 162975 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 38139 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 6695 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 112715 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 87740 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 34422 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 1760 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 787 members 
Mstep: Class 27 contains 38970 members 
Mstep: Class 28 contains 14886 members 
Mstep: Class 29 contains 7091 members 
Mstep: Class 30 contains 24959 members 
Mstep: Class 31 contains 20928 members 
Mstep: Class 32 contains 83426 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 5204 members 
Mstep: Class 35 contains 589 members 
Mstep: Class 36 contains 5517 members 
Mstep: Class 37 contains 734 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 1616 members 
Mstep: Class 40 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111253632.000000 Penalty: 135810.375000
Iteration 80F: 41 clusters Score -1.112536e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 17143 members 
Mstep: Class 5 contains 43362 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 56590 members 
Mstep: Class 8 contains 162847 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 38120 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 6695 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 112721 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 87683 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 34429 members 
Mstep: Class 21 contains 5846 members 
Mstep: Class 22 contains 9695 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 777 members 
Mstep: Class 27 contains 38911 members 
Mstep: Class 28 contains 14873 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 24927 members 
Mstep: Class 31 contains 20898 members 
Mstep: Class 32 contains 83418 members 
Mstep: Class 33 contains 1736 members 
Mstep: Class 34 contains 5172 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 5649 members 
Mstep: Class 37 contains 991 members 
Mstep: Class 38 contains 8567 members 
Mstep: Class 39 contains 1611 members 
Mstep: Class 40 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111254456.000000 Penalty: 135810.375000
Iteration 81Q: 41 clusters Score -1.112545e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 17073 members 
Mstep: Class 5 contains 43395 members 
Mstep: Class 6 contains 6555 members 
Mstep: Class 7 contains 56547 members 
Mstep: Class 8 contains 162710 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 1895 members 
Mstep: Class 11 contains 4869 members 
Mstep: Class 12 contains 38111 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 112753 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 87639 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 34428 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 9693 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 768 members 
Mstep: Class 27 contains 38915 members 
Mstep: Class 28 contains 14865 members 
Mstep: Class 29 contains 6824 members 
Mstep: Class 30 contains 24885 members 
Mstep: Class 31 contains 20888 members 
Mstep: Class 32 contains 83408 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 5149 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 5719 members 
Mstep: Class 37 contains 1184 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 1589 members 
Mstep: Class 40 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111255160.000000 Penalty: 135810.375000
Iteration 82Q: 41 clusters Score -1.112552e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 11486 members 
Mstep: Class 4 contains 17012 members 
Mstep: Class 5 contains 43410 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 56491 members 
Mstep: Class 8 contains 162570 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 38100 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 6700 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 112778 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 87599 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 34431 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 763 members 
Mstep: Class 27 contains 38951 members 
Mstep: Class 28 contains 14867 members 
Mstep: Class 29 contains 6770 members 
Mstep: Class 30 contains 24856 members 
Mstep: Class 31 contains 20875 members 
Mstep: Class 32 contains 83389 members 
Mstep: Class 33 contains 1790 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 5758 members 
Mstep: Class 37 contains 1319 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111255752.000000 Penalty: 135810.375000
Iteration 83Q: 41 clusters Score -1.112558e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 11487 members 
Mstep: Class 4 contains 16945 members 
Mstep: Class 5 contains 43411 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 56434 members 
Mstep: Class 8 contains 162476 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 38077 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 6702 members 
Mstep: Class 15 contains 6792 members 
Mstep: Class 16 contains 112789 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 87565 members 
Mstep: Class 19 contains 11783 members 
Mstep: Class 20 contains 34436 members 
Mstep: Class 21 contains 5751 members 
Mstep: Class 22 contains 9689 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 1777 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 756 members 
Mstep: Class 27 contains 38990 members 
Mstep: Class 28 contains 14869 members 
Mstep: Class 29 contains 6727 members 
Mstep: Class 30 contains 24844 members 
Mstep: Class 31 contains 20872 members 
Mstep: Class 32 contains 83368 members 
Mstep: Class 33 contains 1805 members 
Mstep: Class 34 contains 5120 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 1427 members 
Mstep: Class 38 contains 8667 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256312.000000 Penalty: 135810.375000
Iteration 84Q: 41 clusters Score -1.112563e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 7529 members 
Mstep: Class 3 contains 11486 members 
Mstep: Class 4 contains 16875 members 
Mstep: Class 5 contains 43405 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 56388 members 
Mstep: Class 8 contains 162380 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 38053 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 6704 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 112810 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 87516 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 20 contains 34441 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 4373 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 39050 members 
Mstep: Class 28 contains 14875 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 24820 members 
Mstep: Class 31 contains 20877 members 
Mstep: Class 32 contains 83349 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 5109 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 5811 members 
Mstep: Class 37 contains 1517 members 
Mstep: Class 38 contains 8657 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256632.000000 Penalty: 135810.375000
Iteration 85Q: 41 clusters Score -1.112566e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 7594 members 
Mstep: Class 3 contains 11487 members 
Mstep: Class 4 contains 16822 members 
Mstep: Class 5 contains 43392 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 56347 members 
Mstep: Class 8 contains 162307 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 38028 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 6704 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 112827 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 87466 members 
Mstep: Class 19 contains 11836 members 
Mstep: Class 20 contains 34452 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 4418 members 
Mstep: Class 26 contains 749 members 
Mstep: Class 27 contains 39096 members 
Mstep: Class 28 contains 14884 members 
Mstep: Class 29 contains 6682 members 
Mstep: Class 30 contains 24802 members 
Mstep: Class 31 contains 20878 members 
Mstep: Class 32 contains 83332 members 
Mstep: Class 33 contains 1812 members 
Mstep: Class 34 contains 5099 members 
Mstep: Class 35 contains 754 members 
Mstep: Class 36 contains 5823 members 
Mstep: Class 37 contains 1590 members 
Mstep: Class 38 contains 8631 members 
Mstep: Class 39 contains 1525 members 
Mstep: Class 40 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256648.000000 Penalty: 135810.375000
Iteration 86Q: 41 clusters Score -1.112566e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 7647 members 
Mstep: Class 3 contains 11487 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 43375 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 56319 members 
Mstep: Class 8 contains 162252 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 38013 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 112842 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 87428 members 
Mstep: Class 19 contains 11857 members 
Mstep: Class 20 contains 34461 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 1782 members 
Mstep: Class 25 contains 4482 members 
Mstep: Class 26 contains 740 members 
Mstep: Class 27 contains 39137 members 
Mstep: Class 28 contains 14893 members 
Mstep: Class 29 contains 6671 members 
Mstep: Class 30 contains 24781 members 
Mstep: Class 31 contains 20867 members 
Mstep: Class 32 contains 83330 members 
Mstep: Class 33 contains 1809 members 
Mstep: Class 34 contains 5088 members 
Mstep: Class 35 contains 764 members 
Mstep: Class 36 contains 5830 members 
Mstep: Class 37 contains 1672 members 
Mstep: Class 38 contains 8604 members 
Mstep: Class 39 contains 1519 members 
Mstep: Class 40 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256600.000000 Penalty: 135810.375000
Iteration 87Q: 41 clusters Score -1.112566e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 4 contains 16677 members 
Mstep: Class 5 contains 43359 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 56283 members 
Mstep: Class 8 contains 162202 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 4901 members 
Mstep: Class 12 contains 38001 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 112844 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 87391 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 20 contains 34468 members 
Mstep: Class 21 contains 5631 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 4549 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 39169 members 
Mstep: Class 28 contains 14898 members 
Mstep: Class 29 contains 6661 members 
Mstep: Class 30 contains 24770 members 
Mstep: Class 31 contains 20853 members 
Mstep: Class 32 contains 83321 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 5078 members 
Mstep: Class 35 contains 772 members 
Mstep: Class 36 contains 5836 members 
Mstep: Class 37 contains 1735 members 
Mstep: Class 38 contains 8594 members 
Mstep: Class 39 contains 1514 members 
Mstep: Class 40 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256584.000000 Penalty: 135810.375000
Iteration 88Q: 41 clusters Score -1.112566e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 7752 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 16591 members 
Mstep: Class 5 contains 43341 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 56239 members 
Mstep: Class 8 contains 162167 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 37984 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 112851 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 87356 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 34477 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 4635 members 
Mstep: Class 26 contains 718 members 
Mstep: Class 27 contains 39203 members 
Mstep: Class 28 contains 14902 members 
Mstep: Class 29 contains 6650 members 
Mstep: Class 30 contains 24774 members 
Mstep: Class 31 contains 20846 members 
Mstep: Class 32 contains 83314 members 
Mstep: Class 33 contains 1813 members 
Mstep: Class 34 contains 5066 members 
Mstep: Class 35 contains 783 members 
Mstep: Class 36 contains 5841 members 
Mstep: Class 37 contains 1799 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 1507 members 
Mstep: Class 40 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256600.000000 Penalty: 135810.375000
Iteration 89Q: 41 clusters Score -1.112566e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 43319 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 56206 members 
Mstep: Class 8 contains 162132 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 37962 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 112868 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 87319 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 34486 members 
Mstep: Class 21 contains 5568 members 
Mstep: Class 22 contains 9688 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 4704 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 39239 members 
Mstep: Class 28 contains 14907 members 
Mstep: Class 29 contains 6642 members 
Mstep: Class 30 contains 24768 members 
Mstep: Class 31 contains 20845 members 
Mstep: Class 32 contains 83311 members 
Mstep: Class 33 contains 1812 members 
Mstep: Class 34 contains 5056 members 
Mstep: Class 35 contains 794 members 
Mstep: Class 36 contains 5845 members 
Mstep: Class 37 contains 1866 members 
Mstep: Class 38 contains 8526 members 
Mstep: Class 39 contains 1501 members 
Mstep: Class 40 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256496.000000 Penalty: 135810.375000
Iteration 90Q: 41 clusters Score -1.112565e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 16449 members 
Mstep: Class 5 contains 43286 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 56168 members 
Mstep: Class 8 contains 162118 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 6820 members 
Mstep: Class 16 contains 112875 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 87273 members 
Mstep: Class 19 contains 11966 members 
Mstep: Class 20 contains 34500 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1777 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 39248 members 
Mstep: Class 28 contains 14908 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 24765 members 
Mstep: Class 31 contains 20841 members 
Mstep: Class 32 contains 83303 members 
Mstep: Class 33 contains 1811 members 
Mstep: Class 34 contains 5045 members 
Mstep: Class 35 contains 806 members 
Mstep: Class 36 contains 5846 members 
Mstep: Class 37 contains 1938 members 
Mstep: Class 38 contains 8489 members 
Mstep: Class 39 contains 1495 members 
Mstep: Class 40 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256720.000000 Penalty: 135810.375000
Iteration 91Q: 41 clusters Score -1.112567e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 7987 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 16379 members 
Mstep: Class 5 contains 43258 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 56130 members 
Mstep: Class 8 contains 162109 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 37924 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 112884 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 87230 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 34511 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 1778 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 39273 members 
Mstep: Class 28 contains 14909 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 24764 members 
Mstep: Class 31 contains 20833 members 
Mstep: Class 32 contains 83292 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 5038 members 
Mstep: Class 35 contains 818 members 
Mstep: Class 36 contains 5848 members 
Mstep: Class 37 contains 2002 members 
Mstep: Class 38 contains 8419 members 
Mstep: Class 39 contains 1490 members 
Mstep: Class 40 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256840.000000 Penalty: 135810.375000
Iteration 92Q: 41 clusters Score -1.112568e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 16321 members 
Mstep: Class 5 contains 43229 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 56105 members 
Mstep: Class 8 contains 162113 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 37907 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 112893 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 87198 members 
Mstep: Class 19 contains 12020 members 
Mstep: Class 20 contains 34524 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 9682 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 682 members 
Mstep: Class 27 contains 39288 members 
Mstep: Class 28 contains 14911 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 24753 members 
Mstep: Class 31 contains 20823 members 
Mstep: Class 32 contains 83283 members 
Mstep: Class 33 contains 1797 members 
Mstep: Class 34 contains 5035 members 
Mstep: Class 35 contains 830 members 
Mstep: Class 36 contains 5850 members 
Mstep: Class 37 contains 2076 members 
Mstep: Class 38 contains 8358 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111256936.000000 Penalty: 135810.375000
Iteration 93Q: 41 clusters Score -1.112569e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 43194 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 56081 members 
Mstep: Class 8 contains 162138 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 37887 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 112896 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 87163 members 
Mstep: Class 19 contains 12038 members 
Mstep: Class 20 contains 34538 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 39307 members 
Mstep: Class 28 contains 14913 members 
Mstep: Class 29 contains 6631 members 
Mstep: Class 30 contains 24754 members 
Mstep: Class 31 contains 20820 members 
Mstep: Class 32 contains 83277 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 5029 members 
Mstep: Class 35 contains 852 members 
Mstep: Class 36 contains 5855 members 
Mstep: Class 37 contains 2140 members 
Mstep: Class 38 contains 8309 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257184.000000 Penalty: 135810.375000
Iteration 94Q: 41 clusters Score -1.112572e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 8204 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 16202 members 
Mstep: Class 5 contains 43162 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 56055 members 
Mstep: Class 8 contains 162156 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 1919 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 37873 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 112900 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 87134 members 
Mstep: Class 19 contains 12051 members 
Mstep: Class 20 contains 34546 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 5032 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 39316 members 
Mstep: Class 28 contains 14917 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 24754 members 
Mstep: Class 31 contains 20822 members 
Mstep: Class 32 contains 83269 members 
Mstep: Class 33 contains 1782 members 
Mstep: Class 34 contains 5022 members 
Mstep: Class 35 contains 874 members 
Mstep: Class 36 contains 5858 members 
Mstep: Class 37 contains 2223 members 
Mstep: Class 38 contains 8266 members 
Mstep: Class 39 contains 1460 members 
Mstep: Class 40 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257272.000000 Penalty: 135810.375000
Iteration 95Q: 41 clusters Score -1.112573e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 4 contains 16137 members 
Mstep: Class 5 contains 43130 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 56040 members 
Mstep: Class 8 contains 162173 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 6709 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 112903 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 87100 members 
Mstep: Class 19 contains 12065 members 
Mstep: Class 20 contains 34556 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 5086 members 
Mstep: Class 26 contains 650 members 
Mstep: Class 27 contains 39341 members 
Mstep: Class 28 contains 14922 members 
Mstep: Class 29 contains 6614 members 
Mstep: Class 30 contains 24746 members 
Mstep: Class 31 contains 20823 members 
Mstep: Class 32 contains 83252 members 
Mstep: Class 33 contains 1774 members 
Mstep: Class 34 contains 5020 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 5864 members 
Mstep: Class 37 contains 2293 members 
Mstep: Class 38 contains 8219 members 
Mstep: Class 39 contains 1452 members 
Mstep: Class 40 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257544.000000 Penalty: 135810.375000
Iteration 96Q: 41 clusters Score -1.112575e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 8348 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 4 contains 16067 members 
Mstep: Class 5 contains 43091 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 56030 members 
Mstep: Class 8 contains 162205 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 1943 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 112910 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 87072 members 
Mstep: Class 19 contains 12074 members 
Mstep: Class 20 contains 34567 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 9683 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 5144 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 14925 members 
Mstep: Class 29 contains 6606 members 
Mstep: Class 30 contains 24742 members 
Mstep: Class 31 contains 20825 members 
Mstep: Class 32 contains 83243 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 5018 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 5866 members 
Mstep: Class 37 contains 2369 members 
Mstep: Class 38 contains 8184 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111257872.000000 Penalty: 135810.375000
Iteration 97Q: 41 clusters Score -1.112579e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 15998 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 56019 members 
Mstep: Class 8 contains 162231 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 1951 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 37821 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 6857 members 
Mstep: Class 16 contains 112914 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 87041 members 
Mstep: Class 19 contains 12086 members 
Mstep: Class 20 contains 34583 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 9678 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 5218 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 39384 members 
Mstep: Class 28 contains 14924 members 
Mstep: Class 29 contains 6600 members 
Mstep: Class 30 contains 24737 members 
Mstep: Class 31 contains 20824 members 
Mstep: Class 32 contains 83228 members 
Mstep: Class 33 contains 1757 members 
Mstep: Class 34 contains 5015 members 
Mstep: Class 35 contains 916 members 
Mstep: Class 36 contains 5866 members 
Mstep: Class 37 contains 2453 members 
Mstep: Class 38 contains 8153 members 
Mstep: Class 39 contains 1427 members 
Mstep: Class 40 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258192.000000 Penalty: 135810.375000
Iteration 98Q: 41 clusters Score -1.112582e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 11486 members 
Mstep: Class 4 contains 15924 members 
Mstep: Class 5 contains 43012 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 55998 members 
Mstep: Class 8 contains 162246 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 12 contains 37806 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 112920 members 
Mstep: Class 17 contains 2397 members 
Mstep: Class 18 contains 87021 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 34593 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 9671 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1778 members 
Mstep: Class 25 contains 5295 members 
Mstep: Class 26 contains 635 members 
Mstep: Class 27 contains 39384 members 
Mstep: Class 28 contains 14924 members 
Mstep: Class 29 contains 6595 members 
Mstep: Class 30 contains 24728 members 
Mstep: Class 31 contains 20828 members 
Mstep: Class 32 contains 83221 members 
Mstep: Class 33 contains 1749 members 
Mstep: Class 34 contains 5013 members 
Mstep: Class 35 contains 930 members 
Mstep: Class 36 contains 5864 members 
Mstep: Class 37 contains 2541 members 
Mstep: Class 38 contains 8135 members 
Mstep: Class 39 contains 1417 members 
Mstep: Class 40 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258568.000000 Penalty: 135810.375000
Iteration 99Q: 41 clusters Score -1.112586e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 11484 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 42976 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 55980 members 
Mstep: Class 8 contains 162267 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1983 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 37787 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 6714 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 112926 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 87001 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 34604 members 
Mstep: Class 21 contains 5265 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 39376 members 
Mstep: Class 28 contains 14919 members 
Mstep: Class 29 contains 6580 members 
Mstep: Class 30 contains 24716 members 
Mstep: Class 31 contains 20838 members 
Mstep: Class 32 contains 83211 members 
Mstep: Class 33 contains 1745 members 
Mstep: Class 34 contains 5010 members 
Mstep: Class 35 contains 940 members 
Mstep: Class 36 contains 5863 members 
Mstep: Class 37 contains 2617 members 
Mstep: Class 38 contains 8115 members 
Mstep: Class 39 contains 1409 members 
Mstep: Class 40 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258648.000000 Penalty: 135810.375000
Iteration 100F: 41 clusters Score -1.112586e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 11478 members 
Mstep: Class 4 contains 15776 members 
Mstep: Class 5 contains 42958 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 55967 members 
Mstep: Class 8 contains 162303 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 12 contains 37777 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 6717 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 112924 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 18 contains 86982 members 
Mstep: Class 19 contains 12119 members 
Mstep: Class 20 contains 34609 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 5469 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 39354 members 
Mstep: Class 28 contains 14919 members 
Mstep: Class 29 contains 6571 members 
Mstep: Class 30 contains 24701 members 
Mstep: Class 31 contains 20846 members 
Mstep: Class 32 contains 83191 members 
Mstep: Class 33 contains 1736 members 
Mstep: Class 34 contains 5008 members 
Mstep: Class 35 contains 949 members 
Mstep: Class 36 contains 5862 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 8091 members 
Mstep: Class 39 contains 1405 members 
Mstep: Class 40 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259048.000000 Penalty: 135810.375000
Iteration 101Q: 41 clusters Score -1.11259e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 42938 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 55959 members 
Mstep: Class 8 contains 162315 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 4953 members 
Mstep: Class 12 contains 37774 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 6719 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 112929 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 86961 members 
Mstep: Class 19 contains 12126 members 
Mstep: Class 20 contains 34610 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 9666 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 5543 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 39343 members 
Mstep: Class 28 contains 14919 members 
Mstep: Class 29 contains 6563 members 
Mstep: Class 30 contains 24670 members 
Mstep: Class 31 contains 20847 members 
Mstep: Class 32 contains 83184 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 954 members 
Mstep: Class 36 contains 5858 members 
Mstep: Class 37 contains 2855 members 
Mstep: Class 38 contains 8064 members 
Mstep: Class 39 contains 1403 members 
Mstep: Class 40 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259200.000000 Penalty: 135810.375000
Iteration 102Q: 41 clusters Score -1.112592e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 11478 members 
Mstep: Class 4 contains 15658 members 
Mstep: Class 5 contains 42918 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 55947 members 
Mstep: Class 8 contains 162352 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 37764 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 6719 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 112929 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 86940 members 
Mstep: Class 19 contains 12126 members 
Mstep: Class 20 contains 34608 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 5601 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 39348 members 
Mstep: Class 28 contains 14922 members 
Mstep: Class 29 contains 6554 members 
Mstep: Class 30 contains 24656 members 
Mstep: Class 31 contains 20846 members 
Mstep: Class 32 contains 83172 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 5000 members 
Mstep: Class 35 contains 959 members 
Mstep: Class 36 contains 5851 members 
Mstep: Class 37 contains 2967 members 
Mstep: Class 38 contains 8023 members 
Mstep: Class 39 contains 1402 members 
Mstep: Class 40 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259432.000000 Penalty: 135810.375000
Iteration 103Q: 41 clusters Score -1.112594e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 8704 members 
Mstep: Class 3 contains 11477 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 42899 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 55926 members 
Mstep: Class 8 contains 162355 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 37756 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 6726 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 112939 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 86913 members 
Mstep: Class 19 contains 12138 members 
Mstep: Class 20 contains 34611 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 621 members 
Mstep: Class 27 contains 39342 members 
Mstep: Class 28 contains 14920 members 
Mstep: Class 29 contains 6536 members 
Mstep: Class 30 contains 24631 members 
Mstep: Class 31 contains 20846 members 
Mstep: Class 32 contains 83162 members 
Mstep: Class 33 contains 1716 members 
Mstep: Class 34 contains 4995 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 5848 members 
Mstep: Class 37 contains 3066 members 
Mstep: Class 38 contains 8005 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259592.000000 Penalty: 135810.375000
Iteration 104Q: 41 clusters Score -1.112596e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 8743 members 
Mstep: Class 3 contains 11474 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 42874 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 55911 members 
Mstep: Class 8 contains 162372 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 37748 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 6731 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 112938 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 86899 members 
Mstep: Class 19 contains 12144 members 
Mstep: Class 20 contains 34613 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 9673 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 5726 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 39324 members 
Mstep: Class 28 contains 14918 members 
Mstep: Class 29 contains 6523 members 
Mstep: Class 30 contains 24606 members 
Mstep: Class 31 contains 20848 members 
Mstep: Class 32 contains 83157 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 4991 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 5840 members 
Mstep: Class 37 contains 3165 members 
Mstep: Class 38 contains 7990 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259880.000000 Penalty: 135810.375000
Iteration 105Q: 41 clusters Score -1.112599e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 8777 members 
Mstep: Class 3 contains 11473 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 42851 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 55894 members 
Mstep: Class 8 contains 162375 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 37740 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 112944 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 86881 members 
Mstep: Class 19 contains 12155 members 
Mstep: Class 20 contains 34615 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 9672 members 
Mstep: Class 23 contains 3279 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 5777 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39318 members 
Mstep: Class 28 contains 14924 members 
Mstep: Class 29 contains 6514 members 
Mstep: Class 30 contains 24601 members 
Mstep: Class 31 contains 20843 members 
Mstep: Class 32 contains 83151 members 
Mstep: Class 33 contains 1722 members 
Mstep: Class 34 contains 4985 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 5832 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 7980 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111259952.000000 Penalty: 135810.375000
Iteration 106Q: 41 clusters Score -1.1126e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 8812 members 
Mstep: Class 3 contains 11474 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 42828 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 55875 members 
Mstep: Class 8 contains 162390 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 37732 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 112950 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 86848 members 
Mstep: Class 19 contains 12166 members 
Mstep: Class 20 contains 34619 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 9671 members 
Mstep: Class 23 contains 3278 members 
Mstep: Class 24 contains 1782 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 39307 members 
Mstep: Class 28 contains 14929 members 
Mstep: Class 29 contains 6500 members 
Mstep: Class 30 contains 24589 members 
Mstep: Class 31 contains 20834 members 
Mstep: Class 32 contains 83149 members 
Mstep: Class 33 contains 1743 members 
Mstep: Class 34 contains 4982 members 
Mstep: Class 35 contains 983 members 
Mstep: Class 36 contains 5820 members 
Mstep: Class 37 contains 3382 members 
Mstep: Class 38 contains 7962 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260136.000000 Penalty: 135810.375000
Iteration 107Q: 41 clusters Score -1.112601e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 8849 members 
Mstep: Class 3 contains 11473 members 
Mstep: Class 4 contains 15344 members 
Mstep: Class 5 contains 42802 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55863 members 
Mstep: Class 8 contains 162398 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 37724 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 112968 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 86824 members 
Mstep: Class 19 contains 12177 members 
Mstep: Class 20 contains 34627 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 9672 members 
Mstep: Class 23 contains 3279 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 5890 members 
Mstep: Class 26 contains 603 members 
Mstep: Class 27 contains 39271 members 
Mstep: Class 28 contains 14934 members 
Mstep: Class 29 contains 6480 members 
Mstep: Class 30 contains 24578 members 
Mstep: Class 31 contains 20815 members 
Mstep: Class 32 contains 83144 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4981 members 
Mstep: Class 35 contains 994 members 
Mstep: Class 36 contains 5808 members 
Mstep: Class 37 contains 3518 members 
Mstep: Class 38 contains 7935 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260128.000000 Penalty: 135810.375000
Iteration 108Q: 41 clusters Score -1.112601e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 8890 members 
Mstep: Class 3 contains 11471 members 
Mstep: Class 4 contains 15284 members 
Mstep: Class 5 contains 42779 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55840 members 
Mstep: Class 8 contains 162399 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 37712 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 15 contains 6946 members 
Mstep: Class 16 contains 112979 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 86808 members 
Mstep: Class 19 contains 12190 members 
Mstep: Class 20 contains 34632 members 
Mstep: Class 21 contains 5242 members 
Mstep: Class 22 contains 9670 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 5940 members 
Mstep: Class 26 contains 600 members 
Mstep: Class 27 contains 39257 members 
Mstep: Class 28 contains 14932 members 
Mstep: Class 29 contains 6463 members 
Mstep: Class 30 contains 24558 members 
Mstep: Class 31 contains 20811 members 
Mstep: Class 32 contains 83134 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 4979 members 
Mstep: Class 35 contains 1005 members 
Mstep: Class 36 contains 5796 members 
Mstep: Class 37 contains 3621 members 
Mstep: Class 38 contains 7917 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260104.000000 Penalty: 135810.375000
Iteration 109Q: 41 clusters Score -1.112601e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 8922 members 
Mstep: Class 3 contains 11470 members 
Mstep: Class 4 contains 15230 members 
Mstep: Class 5 contains 42751 members 
Mstep: Class 6 contains 6643 members 
Mstep: Class 7 contains 55825 members 
Mstep: Class 8 contains 162415 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 37707 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 6956 members 
Mstep: Class 16 contains 112982 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 86802 members 
Mstep: Class 19 contains 12201 members 
Mstep: Class 20 contains 34634 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 9667 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 5987 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 39246 members 
Mstep: Class 28 contains 14933 members 
Mstep: Class 29 contains 6448 members 
Mstep: Class 30 contains 24544 members 
Mstep: Class 31 contains 20788 members 
Mstep: Class 32 contains 83127 members 
Mstep: Class 33 contains 1823 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 1020 members 
Mstep: Class 36 contains 5788 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 7903 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260560.000000 Penalty: 135810.375000
Iteration 110Q: 41 clusters Score -1.112606e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 8960 members 
Mstep: Class 3 contains 11469 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55814 members 
Mstep: Class 8 contains 162426 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 37700 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 16 contains 112983 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 86793 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 34642 members 
Mstep: Class 21 contains 5238 members 
Mstep: Class 22 contains 9665 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 39243 members 
Mstep: Class 28 contains 14936 members 
Mstep: Class 29 contains 6442 members 
Mstep: Class 30 contains 24529 members 
Mstep: Class 31 contains 20773 members 
Mstep: Class 32 contains 83123 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 3806 members 
Mstep: Class 38 contains 7882 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260552.000000 Penalty: 135810.375000
Iteration 111Q: 41 clusters Score -1.112606e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 8991 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 4 contains 15148 members 
Mstep: Class 5 contains 42701 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55805 members 
Mstep: Class 8 contains 162415 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 37689 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 6766 members 
Mstep: Class 15 contains 6968 members 
Mstep: Class 16 contains 112987 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 86788 members 
Mstep: Class 19 contains 12228 members 
Mstep: Class 20 contains 34655 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 9665 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39229 members 
Mstep: Class 28 contains 14938 members 
Mstep: Class 29 contains 6438 members 
Mstep: Class 30 contains 24519 members 
Mstep: Class 31 contains 20755 members 
Mstep: Class 32 contains 83120 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1041 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 3875 members 
Mstep: Class 38 contains 7861 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260376.000000 Penalty: 135810.375000
Iteration 112Q: 41 clusters Score -1.112604e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 9012 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 4 contains 15113 members 
Mstep: Class 5 contains 42679 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 55802 members 
Mstep: Class 8 contains 162406 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 37682 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 6970 members 
Mstep: Class 16 contains 112992 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 86789 members 
Mstep: Class 19 contains 12235 members 
Mstep: Class 20 contains 34664 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 9663 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39218 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 6433 members 
Mstep: Class 30 contains 24505 members 
Mstep: Class 31 contains 20741 members 
Mstep: Class 32 contains 83116 members 
Mstep: Class 33 contains 1849 members 
Mstep: Class 34 contains 4970 members 
Mstep: Class 35 contains 1045 members 
Mstep: Class 36 contains 5780 members 
Mstep: Class 37 contains 3937 members 
Mstep: Class 38 contains 7854 members 
Mstep: Class 39 contains 1342 members 
Mstep: Class 40 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260440.000000 Penalty: 135810.375000
Iteration 113Q: 41 clusters Score -1.112604e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 9028 members 
Mstep: Class 3 contains 11463 members 
Mstep: Class 4 contains 15069 members 
Mstep: Class 5 contains 42660 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 55801 members 
Mstep: Class 8 contains 162386 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 37672 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 112996 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 86793 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 34671 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 9663 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6122 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39197 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 6425 members 
Mstep: Class 30 contains 24501 members 
Mstep: Class 31 contains 20736 members 
Mstep: Class 32 contains 83113 members 
Mstep: Class 33 contains 1862 members 
Mstep: Class 34 contains 4967 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5779 members 
Mstep: Class 37 contains 3996 members 
Mstep: Class 38 contains 7853 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260632.000000 Penalty: 135810.375000
Iteration 114Q: 41 clusters Score -1.112606e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 9037 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 15038 members 
Mstep: Class 5 contains 42646 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 55799 members 
Mstep: Class 8 contains 162391 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 37670 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 6769 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 112991 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 86794 members 
Mstep: Class 19 contains 12245 members 
Mstep: Class 20 contains 34676 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9661 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6149 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39168 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 24504 members 
Mstep: Class 31 contains 20723 members 
Mstep: Class 32 contains 83110 members 
Mstep: Class 33 contains 1871 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5780 members 
Mstep: Class 37 contains 4054 members 
Mstep: Class 38 contains 7852 members 
Mstep: Class 39 contains 1334 members 
Mstep: Class 40 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260472.000000 Penalty: 135810.375000
Iteration 115Q: 41 clusters Score -1.112605e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 15002 members 
Mstep: Class 5 contains 42631 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 55792 members 
Mstep: Class 8 contains 162394 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 37668 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 6771 members 
Mstep: Class 15 contains 6975 members 
Mstep: Class 16 contains 112990 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 86803 members 
Mstep: Class 19 contains 12246 members 
Mstep: Class 20 contains 34678 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6182 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39129 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 24506 members 
Mstep: Class 31 contains 20714 members 
Mstep: Class 32 contains 83108 members 
Mstep: Class 33 contains 1878 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1053 members 
Mstep: Class 36 contains 5779 members 
Mstep: Class 37 contains 4110 members 
Mstep: Class 38 contains 7853 members 
Mstep: Class 39 contains 1331 members 
Mstep: Class 40 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260536.000000 Penalty: 135810.375000
Iteration 116Q: 41 clusters Score -1.112605e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 42613 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55786 members 
Mstep: Class 8 contains 162401 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 37666 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112993 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 18 contains 86810 members 
Mstep: Class 19 contains 12253 members 
Mstep: Class 20 contains 34683 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9653 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39096 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6417 members 
Mstep: Class 30 contains 24507 members 
Mstep: Class 31 contains 20706 members 
Mstep: Class 32 contains 83105 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 5776 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 7855 members 
Mstep: Class 39 contains 1327 members 
Mstep: Class 40 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260592.000000 Penalty: 135810.375000
Iteration 117Q: 41 clusters Score -1.112606e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14949 members 
Mstep: Class 5 contains 42589 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55781 members 
Mstep: Class 8 contains 162400 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 2108 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 37662 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 86814 members 
Mstep: Class 19 contains 12265 members 
Mstep: Class 20 contains 34685 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9650 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39075 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6413 members 
Mstep: Class 30 contains 24498 members 
Mstep: Class 31 contains 20702 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1903 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1060 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 4186 members 
Mstep: Class 38 contains 7860 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111260568.000000 Penalty: 135810.375000
Iteration 118Q: 41 clusters Score -1.112606e+08 nChanged 270
Entering ConstructFrom: 
Score: -111260568.000000 Penalty: 135810.375000
Entering ConstructFrom: 
Trying to split cluster 1 (23337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Entering Unmasked Estep 
Score: -3011723.000000 Penalty: 2494.333252
	Iteration 0F: 2 clusters Score -3011723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2995461.750000 Penalty: 4988.666504
	Iteration 0F: 3 clusters Score -2995462 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3001014.000000 Penalty: 4988.666504
	Iteration 1F: 3 clusters Score -3001014 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3001438.500000 Penalty: 4988.666504
	Iteration 2F: 3 clusters Score -3001438 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3001907.250000 Penalty: 4988.666504
	Iteration 3Q: 3 clusters Score -3001907 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3002522.750000 Penalty: 4988.666504
	Iteration 4Q: 3 clusters Score -3002523 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3003279.250000 Penalty: 4988.666504
	Iteration 5F: 3 clusters Score -3003279 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3004029.250000 Penalty: 4988.666504
	Iteration 6F: 3 clusters Score -3004029 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3004804.750000 Penalty: 4988.666504
	Iteration 7F: 3 clusters Score -3004805 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3005513.500000 Penalty: 4988.666504
	Iteration 8F: 3 clusters Score -3005514 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3006192.750000 Penalty: 4988.666504
	Iteration 9F: 3 clusters Score -3006193 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3006782.250000 Penalty: 4988.666504
	Iteration 10Q: 3 clusters Score -3006782 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3007312.000000 Penalty: 4988.666504
	Iteration 11Q: 3 clusters Score -3007312 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3007782.000000 Penalty: 4988.666504
	Iteration 12Q: 3 clusters Score -3007782 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3008244.750000 Penalty: 4988.666504
	Iteration 13Q: 3 clusters Score -3008245 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3008766.000000 Penalty: 4988.666504
	Iteration 14Q: 3 clusters Score -3008766 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3009389.250000 Penalty: 4988.666504
	Iteration 15Q: 3 clusters Score -3009389 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3009998.500000 Penalty: 4988.666504
	Iteration 16Q: 3 clusters Score -3009998 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3010201.000000 Penalty: 4988.666504
	Iteration 17Q: 3 clusters Score -3010201 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3010293.000000 Penalty: 4988.666504
	Iteration 18Q: 3 clusters Score -3010293 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3010343.000000 Penalty: 4988.666504
	Iteration 19Q: 3 clusters Score -3010343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3010390.500000 Penalty: 4988.666504
	Iteration 20F: 3 clusters Score -3010390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3010430.500000 Penalty: 4988.666504
	Iteration 21Q: 3 clusters Score -3010430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3010465.000000 Penalty: 4988.666504
	Iteration 22Q: 3 clusters Score -3010465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3010481.750000 Penalty: 4988.666504
	Iteration 23Q: 3 clusters Score -3010482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3010495.250000 Penalty: 4988.666504
	Iteration 24Q: 3 clusters Score -3010495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3010508.750000 Penalty: 4988.666504
	Iteration 25Q: 3 clusters Score -3010509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3010530.500000 Penalty: 4988.666504
	Iteration 26Q: 3 clusters Score -3010530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3010536.500000 Penalty: 4988.666504
	Iteration 27Q: 3 clusters Score -3010536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3010551.250000 Penalty: 4988.666504
	Iteration 28Q: 3 clusters Score -3010551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3010558.250000 Penalty: 4988.666504
	Iteration 29Q: 3 clusters Score -3010558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3010564.250000 Penalty: 4988.666504
	Iteration 30Q: 3 clusters Score -3010564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3010575.500000 Penalty: 4988.666504
	Iteration 31Q: 3 clusters Score -3010576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3010579.000000 Penalty: 4988.666504
	Iteration 32Q: 3 clusters Score -3010579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3010579.500000 Penalty: 4988.666504
	Iteration 33Q: 3 clusters Score -3010580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3010589.250000 Penalty: 4988.666504
	Iteration 34Q: 3 clusters Score -3010589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3010590.250000 Penalty: 4988.666504
	Iteration 35Q: 3 clusters Score -3010590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3010594.000000 Penalty: 4988.666504
	Iteration 36Q: 3 clusters Score -3010594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3010595.750000 Penalty: 4988.666504
	Iteration 37Q: 3 clusters Score -3010596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3010595.750000 Penalty: 4988.666504
	Iteration 38Q: 3 clusters Score -3010596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3010595.250000 Penalty: 4988.666504
	Iteration 39Q: 3 clusters Score -3010595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3010594.500000 Penalty: 4988.666504
	Iteration 40F: 3 clusters Score -3010594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -1177415.875000 Penalty: 2259.874512
	Iteration 0F: 2 clusters Score -1177416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1170335.125000 Penalty: 4519.749023
	Iteration 0F: 3 clusters Score -1170335 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1172312.750000 Penalty: 4519.749023
	Iteration 1F: 3 clusters Score -1172313 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1172593.750000 Penalty: 4519.749023
	Iteration 2F: 3 clusters Score -1172594 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1172833.625000 Penalty: 4519.749023
	Iteration 3Q: 3 clusters Score -1172834 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1173067.750000 Penalty: 4519.749023
	Iteration 4Q: 3 clusters Score -1173068 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1173324.375000 Penalty: 4519.749023
	Iteration 5Q: 3 clusters Score -1173324 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1173646.125000 Penalty: 4519.749023
	Iteration 6Q: 3 clusters Score -1173646 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1174041.625000 Penalty: 4519.749023
	Iteration 7Q: 3 clusters Score -1174042 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1174410.000000 Penalty: 4519.749023
	Iteration 8Q: 3 clusters Score -1174410 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1174644.625000 Penalty: 4519.749023
	Iteration 9Q: 3 clusters Score -1174645 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1174810.125000 Penalty: 4519.749023
	Iteration 10Q: 3 clusters Score -1174810 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1174935.125000 Penalty: 4519.749023
	Iteration 11Q: 3 clusters Score -1174935 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1175030.000000 Penalty: 4519.749023
	Iteration 12Q: 3 clusters Score -1175030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1175104.750000 Penalty: 4519.749023
	Iteration 13Q: 3 clusters Score -1175105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1175163.250000 Penalty: 4519.749023
	Iteration 14Q: 3 clusters Score -1175163 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1175213.750000 Penalty: 4519.749023
	Iteration 15Q: 3 clusters Score -1175214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1175258.125000 Penalty: 4519.749023
	Iteration 16Q: 3 clusters Score -1175258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1175311.250000 Penalty: 4519.749023
	Iteration 17Q: 3 clusters Score -1175311 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1175360.500000 Penalty: 4519.749023
	Iteration 18Q: 3 clusters Score -1175360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1175403.500000 Penalty: 4519.749023
	Iteration 19Q: 3 clusters Score -1175404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1175450.500000 Penalty: 4519.749023
	Iteration 20F: 3 clusters Score -1175450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1175500.750000 Penalty: 4519.749023
	Iteration 21Q: 3 clusters Score -1175501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1175538.375000 Penalty: 4519.749023
	Iteration 22Q: 3 clusters Score -1175538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1175564.375000 Penalty: 4519.749023
	Iteration 23Q: 3 clusters Score -1175564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1175577.625000 Penalty: 4519.749023
	Iteration 24Q: 3 clusters Score -1175578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1175599.625000 Penalty: 4519.749023
	Iteration 25Q: 3 clusters Score -1175600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1175614.250000 Penalty: 4519.749023
	Iteration 26Q: 3 clusters Score -1175614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1175629.375000 Penalty: 4519.749023
	Iteration 27Q: 3 clusters Score -1175629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1175645.250000 Penalty: 4519.749023
	Iteration 28Q: 3 clusters Score -1175645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1175653.750000 Penalty: 4519.749023
	Iteration 29Q: 3 clusters Score -1175654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1175670.125000 Penalty: 4519.749023
	Iteration 30Q: 3 clusters Score -1175670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1175685.125000 Penalty: 4519.749023
	Iteration 31Q: 3 clusters Score -1175685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1175692.875000 Penalty: 4519.749023
	Iteration 32Q: 3 clusters Score -1175693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1175693.750000 Penalty: 4519.749023
	Iteration 33Q: 3 clusters Score -1175694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1175700.375000 Penalty: 4519.749023
	Iteration 34Q: 3 clusters Score -1175700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1175703.750000 Penalty: 4519.749023
	Iteration 35Q: 3 clusters Score -1175704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1175706.625000 Penalty: 4519.749023
	Iteration 36Q: 3 clusters Score -1175707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1175707.125000 Penalty: 4519.749023
	Iteration 37Q: 3 clusters Score -1175707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1175709.250000 Penalty: 4519.749023
	Iteration 38Q: 3 clusters Score -1175709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1175709.875000 Penalty: 4519.749023
	Iteration 39Q: 3 clusters Score -1175710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1175711.125000 Penalty: 4519.749023
	Iteration 40F: 3 clusters Score -1175711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1175711.500000 Penalty: 4519.749023
	Iteration 41Q: 3 clusters Score -1175712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1175712.500000 Penalty: 4519.749023
	Iteration 42Q: 3 clusters Score -1175712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1175714.000000 Penalty: 4519.749023
	Iteration 43Q: 3 clusters Score -1175714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1175716.875000 Penalty: 4519.749023
	Iteration 44Q: 3 clusters Score -1175717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1175720.625000 Penalty: 4519.749023
	Iteration 45Q: 3 clusters Score -1175721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1175722.500000 Penalty: 4519.749023
	Iteration 46Q: 3 clusters Score -1175722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1175721.750000 Penalty: 4519.749023
	Iteration 47Q: 3 clusters Score -1175722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1175725.000000 Penalty: 4519.749023
	Iteration 48Q: 3 clusters Score -1175725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1175726.250000 Penalty: 4519.749023
	Iteration 49Q: 3 clusters Score -1175726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1175729.875000 Penalty: 4519.749023
	Iteration 50Q: 3 clusters Score -1175730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1175729.500000 Penalty: 4519.749023
	Iteration 51Q: 3 clusters Score -1175730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1175735.750000 Penalty: 4519.749023
	Iteration 52Q: 3 clusters Score -1175736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1175735.500000 Penalty: 4519.749023
	Iteration 53Q: 3 clusters Score -1175736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1175735.125000 Penalty: 4519.749023
	Iteration 54Q: 3 clusters Score -1175735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1175738.000000 Penalty: 4519.749023
	Iteration 55Q: 3 clusters Score -1175738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1175739.875000 Penalty: 4519.749023
	Iteration 56Q: 3 clusters Score -1175740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1175744.000000 Penalty: 4519.749023
	Iteration 57Q: 3 clusters Score -1175744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1175742.875000 Penalty: 4519.749023
	Iteration 58Q: 3 clusters Score -1175743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1175742.625000 Penalty: 4519.749023
	Iteration 59Q: 3 clusters Score -1175743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1175742.500000 Penalty: 4519.749023
	Iteration 60F: 3 clusters Score -1175742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1175745.375000 Penalty: 4519.749023
	Iteration 61Q: 3 clusters Score -1175745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1175748.000000 Penalty: 4519.749023
	Iteration 62Q: 3 clusters Score -1175748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1175747.375000 Penalty: 4519.749023
	Iteration 63Q: 3 clusters Score -1175747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1175749.375000 Penalty: 4519.749023
	Iteration 64Q: 3 clusters Score -1175749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1175748.375000 Penalty: 4519.749023
	Iteration 65Q: 3 clusters Score -1175748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1175750.250000 Penalty: 4519.749023
	Iteration 66Q: 3 clusters Score -1175750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1175751.500000 Penalty: 4519.749023
	Iteration 67Q: 3 clusters Score -1175752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1175756.625000 Penalty: 4519.749023
	Iteration 68Q: 3 clusters Score -1175757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1175757.875000 Penalty: 4519.749023
	Iteration 69Q: 3 clusters Score -1175758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1175765.375000 Penalty: 4519.749023
	Iteration 70Q: 3 clusters Score -1175765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1175770.000000 Penalty: 4519.749023
	Iteration 71Q: 3 clusters Score -1175770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1175769.500000 Penalty: 4519.749023
	Iteration 72Q: 3 clusters Score -1175770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1175774.125000 Penalty: 4519.749023
	Iteration 73Q: 3 clusters Score -1175774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1175775.000000 Penalty: 4519.749023
	Iteration 74Q: 3 clusters Score -1175775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1175780.500000 Penalty: 4519.749023
	Iteration 75Q: 3 clusters Score -1175780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1175785.750000 Penalty: 4519.749023
	Iteration 76Q: 3 clusters Score -1175786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1175786.875000 Penalty: 4519.749023
	Iteration 77Q: 3 clusters Score -1175787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1175792.875000 Penalty: 4519.749023
	Iteration 78Q: 3 clusters Score -1175793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1175791.750000 Penalty: 4519.749023
	Iteration 79Q: 3 clusters Score -1175792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1175794.500000 Penalty: 4519.749023
	Iteration 80F: 3 clusters Score -1175794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1175794.500000 Penalty: 4519.749023
	Iteration 81Q: 3 clusters Score -1175794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1175792.000000 Penalty: 4519.749023
	Iteration 82Q: 3 clusters Score -1175792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1175797.250000 Penalty: 4519.749023
	Iteration 83Q: 3 clusters Score -1175797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1175796.500000 Penalty: 4519.749023
	Iteration 84Q: 3 clusters Score -1175796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1175797.750000 Penalty: 4519.749023
	Iteration 85Q: 3 clusters Score -1175798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1175799.500000 Penalty: 4519.749023
	Iteration 86Q: 3 clusters Score -1175800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1175800.625000 Penalty: 4519.749023
	Iteration 87Q: 3 clusters Score -1175801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1175801.375000 Penalty: 4519.749023
	Iteration 88Q: 3 clusters Score -1175801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1175801.500000 Penalty: 4519.749023
	Iteration 89Q: 3 clusters Score -1175802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1175801.875000 Penalty: 4519.749023
	Iteration 90Q: 3 clusters Score -1175802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1175800.500000 Penalty: 4519.749023
	Iteration 91Q: 3 clusters Score -1175800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1175800.375000 Penalty: 4519.749023
	Iteration 92Q: 3 clusters Score -1175800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1175801.500000 Penalty: 4519.749023
	Iteration 93Q: 3 clusters Score -1175802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1175803.000000 Penalty: 4519.749023
	Iteration 94Q: 3 clusters Score -1175803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1175805.500000 Penalty: 4519.749023
	Iteration 95Q: 3 clusters Score -1175806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1175808.750000 Penalty: 4519.749023
	Iteration 96Q: 3 clusters Score -1175809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1175807.500000 Penalty: 4519.749023
	Iteration 97Q: 3 clusters Score -1175808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1175813.625000 Penalty: 4519.749023
	Iteration 98Q: 3 clusters Score -1175814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1175811.375000 Penalty: 4519.749023
	Iteration 99Q: 3 clusters Score -1175811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1175812.625000 Penalty: 4519.749023
	Iteration 100F: 3 clusters Score -1175813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1175815.625000 Penalty: 4519.749023
	Iteration 101Q: 3 clusters Score -1175816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1175813.125000 Penalty: 4519.749023
	Iteration 102Q: 3 clusters Score -1175813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1175814.750000 Penalty: 4519.749023
	Iteration 103Q: 3 clusters Score -1175815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1175815.750000 Penalty: 4519.749023
	Iteration 104Q: 3 clusters Score -1175816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1175818.000000 Penalty: 4519.749023
	Iteration 105Q: 3 clusters Score -1175818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1175815.625000 Penalty: 4519.749023
	Iteration 106Q: 3 clusters Score -1175816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1175815.875000 Penalty: 4519.749023
	Iteration 107Q: 3 clusters Score -1175816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1175818.750000 Penalty: 4519.749023
	Iteration 108Q: 3 clusters Score -1175819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1175819.500000 Penalty: 4519.749023
	Iteration 109Q: 3 clusters Score -1175820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1175820.250000 Penalty: 4519.749023
	Iteration 110Q: 3 clusters Score -1175820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1175818.125000 Penalty: 4519.749023
	Iteration 111Q: 3 clusters Score -1175818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1175821.500000 Penalty: 4519.749023
	Iteration 112Q: 3 clusters Score -1175822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1175820.625000 Penalty: 4519.749023
	Iteration 113Q: 3 clusters Score -1175821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1175820.625000 Penalty: 4519.749023
	Iteration 114F: 3 clusters Score -1175821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Entering Unmasked Estep 
Score: -1495114.875000 Penalty: 2317.961182
	Iteration 0F: 2 clusters Score -1495115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1486572.625000 Penalty: 4635.922363
	Iteration 0F: 3 clusters Score -1486573 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1489360.250000 Penalty: 4635.922363
	Iteration 1F: 3 clusters Score -1489360 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1490201.750000 Penalty: 4635.922363
	Iteration 2F: 3 clusters Score -1490202 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1491256.750000 Penalty: 4635.922363
	Iteration 3F: 3 clusters Score -1491257 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1492347.375000 Penalty: 4635.922363
	Iteration 4F: 3 clusters Score -1492347 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1493054.750000 Penalty: 4635.922363
	Iteration 5F: 3 clusters Score -1493055 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1493453.750000 Penalty: 4635.922363
	Iteration 6F: 3 clusters Score -1493454 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1493689.125000 Penalty: 4635.922363
	Iteration 7Q: 3 clusters Score -1493689 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1493836.250000 Penalty: 4635.922363
	Iteration 8Q: 3 clusters Score -1493836 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1493939.625000 Penalty: 4635.922363
	Iteration 9Q: 3 clusters Score -1493940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1494013.375000 Penalty: 4635.922363
	Iteration 10Q: 3 clusters Score -1494013 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1494085.625000 Penalty: 4635.922363
	Iteration 11Q: 3 clusters Score -1494086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1494133.000000 Penalty: 4635.922363
	Iteration 12Q: 3 clusters Score -1494133 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1494181.250000 Penalty: 4635.922363
	Iteration 13Q: 3 clusters Score -1494181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1494224.375000 Penalty: 4635.922363
	Iteration 14Q: 3 clusters Score -1494224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1494262.000000 Penalty: 4635.922363
	Iteration 15Q: 3 clusters Score -1494262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1494292.375000 Penalty: 4635.922363
	Iteration 16Q: 3 clusters Score -1494292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1494325.375000 Penalty: 4635.922363
	Iteration 17Q: 3 clusters Score -1494325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1494348.250000 Penalty: 4635.922363
	Iteration 18Q: 3 clusters Score -1494348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1494364.750000 Penalty: 4635.922363
	Iteration 19Q: 3 clusters Score -1494365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1494383.375000 Penalty: 4635.922363
	Iteration 20F: 3 clusters Score -1494383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1494403.750000 Penalty: 4635.922363
	Iteration 21Q: 3 clusters Score -1494404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1494414.625000 Penalty: 4635.922363
	Iteration 22Q: 3 clusters Score -1494415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1494428.500000 Penalty: 4635.922363
	Iteration 23Q: 3 clusters Score -1494428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1494432.500000 Penalty: 4635.922363
	Iteration 24Q: 3 clusters Score -1494432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1494445.125000 Penalty: 4635.922363
	Iteration 25Q: 3 clusters Score -1494445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1494448.125000 Penalty: 4635.922363
	Iteration 26Q: 3 clusters Score -1494448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1494454.625000 Penalty: 4635.922363
	Iteration 27Q: 3 clusters Score -1494455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1494460.375000 Penalty: 4635.922363
	Iteration 28Q: 3 clusters Score -1494460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1494462.625000 Penalty: 4635.922363
	Iteration 29Q: 3 clusters Score -1494463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1494462.500000 Penalty: 4635.922363
	Iteration 30Q: 3 clusters Score -1494462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1494467.000000 Penalty: 4635.922363
	Iteration 31Q: 3 clusters Score -1494467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1494468.375000 Penalty: 4635.922363
	Iteration 32Q: 3 clusters Score -1494468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1494472.875000 Penalty: 4635.922363
	Iteration 33Q: 3 clusters Score -1494473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1494474.625000 Penalty: 4635.922363
	Iteration 34Q: 3 clusters Score -1494475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1494476.375000 Penalty: 4635.922363
	Iteration 35Q: 3 clusters Score -1494476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1494478.125000 Penalty: 4635.922363
	Iteration 36Q: 3 clusters Score -1494478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1494475.625000 Penalty: 4635.922363
	Iteration 37Q: 3 clusters Score -1494476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1494477.125000 Penalty: 4635.922363
	Iteration 38Q: 3 clusters Score -1494477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1494477.750000 Penalty: 4635.922363
	Iteration 39Q: 3 clusters Score -1494478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1494477.500000 Penalty: 4635.922363
	Iteration 40F: 3 clusters Score -1494478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1494478.000000 Penalty: 4635.922363
	Iteration 41Q: 3 clusters Score -1494478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1494479.125000 Penalty: 4635.922363
	Iteration 42Q: 3 clusters Score -1494479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1494477.625000 Penalty: 4635.922363
	Iteration 43Q: 3 clusters Score -1494478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1494477.625000 Penalty: 4635.922363
	Iteration 44F: 3 clusters Score -1494478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -1906262.875000 Penalty: 2383.326904
	Iteration 0F: 2 clusters Score -1906263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1895366.125000 Penalty: 4766.653809
	Iteration 0F: 3 clusters Score -1895366 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1898888.625000 Penalty: 4766.653809
	Iteration 1F: 3 clusters Score -1898889 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1899341.500000 Penalty: 4766.653809
	Iteration 2F: 3 clusters Score -1899342 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1899747.750000 Penalty: 4766.653809
	Iteration 3F: 3 clusters Score -1899748 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1900243.750000 Penalty: 4766.653809
	Iteration 4F: 3 clusters Score -1900244 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1900792.500000 Penalty: 4766.653809
	Iteration 5F: 3 clusters Score -1900792 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1901375.125000 Penalty: 4766.653809
	Iteration 6F: 3 clusters Score -1901375 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1901940.875000 Penalty: 4766.653809
	Iteration 7F: 3 clusters Score -1901941 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1902466.375000 Penalty: 4766.653809
	Iteration 8F: 3 clusters Score -1902466 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1902914.250000 Penalty: 4766.653809
	Iteration 9Q: 3 clusters Score -1902914 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1903288.250000 Penalty: 4766.653809
	Iteration 10Q: 3 clusters Score -1903288 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1903573.625000 Penalty: 4766.653809
	Iteration 11Q: 3 clusters Score -1903574 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1903771.125000 Penalty: 4766.653809
	Iteration 12Q: 3 clusters Score -1903771 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1903898.625000 Penalty: 4766.653809
	Iteration 13Q: 3 clusters Score -1903899 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1903992.125000 Penalty: 4766.653809
	Iteration 14Q: 3 clusters Score -1903992 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1904069.875000 Penalty: 4766.653809
	Iteration 15Q: 3 clusters Score -1904070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1904133.625000 Penalty: 4766.653809
	Iteration 16Q: 3 clusters Score -1904134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1904192.625000 Penalty: 4766.653809
	Iteration 17Q: 3 clusters Score -1904193 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1904240.625000 Penalty: 4766.653809
	Iteration 18Q: 3 clusters Score -1904241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1904268.500000 Penalty: 4766.653809
	Iteration 19Q: 3 clusters Score -1904268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1904305.375000 Penalty: 4766.653809
	Iteration 20F: 3 clusters Score -1904305 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1904333.125000 Penalty: 4766.653809
	Iteration 21Q: 3 clusters Score -1904333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1904362.500000 Penalty: 4766.653809
	Iteration 22Q: 3 clusters Score -1904362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1904378.000000 Penalty: 4766.653809
	Iteration 23Q: 3 clusters Score -1904378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1904396.625000 Penalty: 4766.653809
	Iteration 24Q: 3 clusters Score -1904397 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1904420.375000 Penalty: 4766.653809
	Iteration 25Q: 3 clusters Score -1904420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1904429.000000 Penalty: 4766.653809
	Iteration 26Q: 3 clusters Score -1904429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1904441.750000 Penalty: 4766.653809
	Iteration 27Q: 3 clusters Score -1904442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1904451.125000 Penalty: 4766.653809
	Iteration 28Q: 3 clusters Score -1904451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1904471.625000 Penalty: 4766.653809
	Iteration 29Q: 3 clusters Score -1904472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1904488.750000 Penalty: 4766.653809
	Iteration 30Q: 3 clusters Score -1904489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1904502.125000 Penalty: 4766.653809
	Iteration 31Q: 3 clusters Score -1904502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1904519.250000 Penalty: 4766.653809
	Iteration 32Q: 3 clusters Score -1904519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1904522.750000 Penalty: 4766.653809
	Iteration 33Q: 3 clusters Score -1904523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1904536.000000 Penalty: 4766.653809
	Iteration 34Q: 3 clusters Score -1904536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1904547.500000 Penalty: 4766.653809
	Iteration 35Q: 3 clusters Score -1904548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1904561.000000 Penalty: 4766.653809
	Iteration 36Q: 3 clusters Score -1904561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1904565.625000 Penalty: 4766.653809
	Iteration 37Q: 3 clusters Score -1904566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1904574.375000 Penalty: 4766.653809
	Iteration 38Q: 3 clusters Score -1904574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1904582.750000 Penalty: 4766.653809
	Iteration 39Q: 3 clusters Score -1904583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1904599.250000 Penalty: 4766.653809
	Iteration 40F: 3 clusters Score -1904599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1904606.375000 Penalty: 4766.653809
	Iteration 41Q: 3 clusters Score -1904606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1904607.250000 Penalty: 4766.653809
	Iteration 42Q: 3 clusters Score -1904607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1904610.875000 Penalty: 4766.653809
	Iteration 43Q: 3 clusters Score -1904611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1904620.000000 Penalty: 4766.653809
	Iteration 44Q: 3 clusters Score -1904620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1904620.000000 Penalty: 4766.653809
	Iteration 45Q: 3 clusters Score -1904620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1904621.000000 Penalty: 4766.653809
	Iteration 46Q: 3 clusters Score -1904621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1904624.625000 Penalty: 4766.653809
	Iteration 47Q: 3 clusters Score -1904625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1904626.125000 Penalty: 4766.653809
	Iteration 48Q: 3 clusters Score -1904626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1904625.500000 Penalty: 4766.653809
	Iteration 49Q: 3 clusters Score -1904626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1904626.625000 Penalty: 4766.653809
	Iteration 50Q: 3 clusters Score -1904627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1904627.250000 Penalty: 4766.653809
	Iteration 51Q: 3 clusters Score -1904627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1904631.875000 Penalty: 4766.653809
	Iteration 52Q: 3 clusters Score -1904632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1904633.125000 Penalty: 4766.653809
	Iteration 53Q: 3 clusters Score -1904633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1904634.625000 Penalty: 4766.653809
	Iteration 54Q: 3 clusters Score -1904635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1904633.125000 Penalty: 4766.653809
	Iteration 55Q: 3 clusters Score -1904633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1904637.875000 Penalty: 4766.653809
	Iteration 56Q: 3 clusters Score -1904638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1904639.375000 Penalty: 4766.653809
	Iteration 57Q: 3 clusters Score -1904639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1904639.625000 Penalty: 4766.653809
	Iteration 58Q: 3 clusters Score -1904640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1904639.375000 Penalty: 4766.653809
	Iteration 59Q: 3 clusters Score -1904639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1904637.750000 Penalty: 4766.653809
	Iteration 60F: 3 clusters Score -1904638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1904640.875000 Penalty: 4766.653809
	Iteration 61Q: 3 clusters Score -1904641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1904643.750000 Penalty: 4766.653809
	Iteration 62Q: 3 clusters Score -1904644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1904644.000000 Penalty: 4766.653809
	Iteration 63Q: 3 clusters Score -1904644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1904645.875000 Penalty: 4766.653809
	Iteration 64Q: 3 clusters Score -1904646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1904645.750000 Penalty: 4766.653809
	Iteration 65Q: 3 clusters Score -1904646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1904645.750000 Penalty: 4766.653809
	Iteration 66F: 3 clusters Score -1904646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Entering Unmasked Estep 
Score: -5544175.000000 Penalty: 2643.484131
	Iteration 0F: 2 clusters Score -5544175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5515350.500000 Penalty: 5286.968262
	Iteration 0F: 3 clusters Score -5515350 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5526560.000000 Penalty: 5286.968262
	Iteration 1F: 3 clusters Score -5526560 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5527723.500000 Penalty: 5286.968262
	Iteration 2F: 3 clusters Score -5527724 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5529099.000000 Penalty: 5286.968262
	Iteration 3F: 3 clusters Score -5529099 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5530444.500000 Penalty: 5286.968262
	Iteration 4F: 3 clusters Score -5530444 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5531799.000000 Penalty: 5286.968262
	Iteration 5F: 3 clusters Score -5531799 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5533082.500000 Penalty: 5286.968262
	Iteration 6F: 3 clusters Score -5533082 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5534269.500000 Penalty: 5286.968262
	Iteration 7F: 3 clusters Score -5534270 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5535239.000000 Penalty: 5286.968262
	Iteration 8Q: 3 clusters Score -5535239 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5535996.500000 Penalty: 5286.968262
	Iteration 9Q: 3 clusters Score -5535996 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5536498.500000 Penalty: 5286.968262
	Iteration 10Q: 3 clusters Score -5536498 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5536795.500000 Penalty: 5286.968262
	Iteration 11Q: 3 clusters Score -5536796 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5536970.000000 Penalty: 5286.968262
	Iteration 12Q: 3 clusters Score -5536970 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -5537117.000000 Penalty: 5286.968262
	Iteration 13Q: 3 clusters Score -5537117 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5537190.000000 Penalty: 5286.968262
	Iteration 14Q: 3 clusters Score -5537190 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5537213.500000 Penalty: 5286.968262
	Iteration 15Q: 3 clusters Score -5537214 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5537251.000000 Penalty: 5286.968262
	Iteration 16Q: 3 clusters Score -5537251 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -5537309.500000 Penalty: 5286.968262
	Iteration 17Q: 3 clusters Score -5537310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5537326.000000 Penalty: 5286.968262
	Iteration 18Q: 3 clusters Score -5537326 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5537361.000000 Penalty: 5286.968262
	Iteration 19Q: 3 clusters Score -5537361 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5537386.000000 Penalty: 5286.968262
	Iteration 20F: 3 clusters Score -5537386 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5537393.500000 Penalty: 5286.968262
	Iteration 21Q: 3 clusters Score -5537394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5537440.500000 Penalty: 5286.968262
	Iteration 22Q: 3 clusters Score -5537440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5537427.000000 Penalty: 5286.968262
	Iteration 23Q: 3 clusters Score -5537427 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5537444.500000 Penalty: 5286.968262
	Iteration 24Q: 3 clusters Score -5537444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5537460.000000 Penalty: 5286.968262
	Iteration 25Q: 3 clusters Score -5537460 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5537499.500000 Penalty: 5286.968262
	Iteration 26Q: 3 clusters Score -5537500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5537502.500000 Penalty: 5286.968262
	Iteration 27Q: 3 clusters Score -5537502 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5537528.000000 Penalty: 5286.968262
	Iteration 28Q: 3 clusters Score -5537528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5537540.000000 Penalty: 5286.968262
	Iteration 29Q: 3 clusters Score -5537540 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5537576.000000 Penalty: 5286.968262
	Iteration 30Q: 3 clusters Score -5537576 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5537567.000000 Penalty: 5286.968262
	Iteration 31Q: 3 clusters Score -5537567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -5537588.000000 Penalty: 5286.968262
	Iteration 32Q: 3 clusters Score -5537588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -5537607.000000 Penalty: 5286.968262
	Iteration 33Q: 3 clusters Score -5537607 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5537608.500000 Penalty: 5286.968262
	Iteration 34Q: 3 clusters Score -5537608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5537616 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5537624 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5537618 nChanged 120
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Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5537636 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5537644 nChanged 148
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Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5537672 nChanged 139
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Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5537694 nChanged 156
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Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5537721 nChanged 172
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Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5537744 nChanged 203
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Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5537778 nChanged 211
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Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5537808 nChanged 229
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Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5537840 nChanged 244
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Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5537876 nChanged 251
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Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5537903 nChanged 296
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Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5537978 nChanged 330
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Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5538034 nChanged 367
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Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5538098 nChanged 384
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Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5538200 nChanged 396
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Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5538234 nChanged 423
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Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5538326 nChanged 455
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Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5538434 nChanged 459
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Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5538530 nChanged 506
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Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5538658 nChanged 494
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Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5538782 nChanged 543
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Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5538932 nChanged 560
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Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5539090 nChanged 543
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Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5539250 nChanged 550
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Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5539384 nChanged 565
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Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5539564 nChanged 575
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Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5539748 nChanged 583
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Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5539944 nChanged 549
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Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5540146 nChanged 563
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Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 11154 members 
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	Iteration 67Q: 3 clusters Score -5540336 nChanged 513
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Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5540460 nChanged 539
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Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5540658 nChanged 537
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Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5540863 nChanged 521
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Mstep: Class 1 contains 33531 members 
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	Iteration 71Q: 3 clusters Score -5541038 nChanged 502
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Mstep: Class 1 contains 34033 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5541186 nChanged 460
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Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5541330 nChanged 419
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Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5541446 nChanged 355
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Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5541570 nChanged 325
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Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5541645 nChanged 303
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Mstep: Class 1 contains 35891 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5541726 nChanged 277
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Mstep: Class 1 contains 36164 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5541820 nChanged 269
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Mstep: Class 1 contains 36433 members 
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	Iteration 79Q: 3 clusters Score -5541871 nChanged 267
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Mstep: Class 1 contains 36700 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5541936 nChanged 220
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Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5542000 nChanged 212
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Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5542070 nChanged 193
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Mstep: Class 1 contains 37321 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5542108 nChanged 192
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Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 5070 members 
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	Iteration 84Q: 3 clusters Score -5542154 nChanged 191
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Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5542202 nChanged 164
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Mstep: Class 1 contains 37868 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5542234 nChanged 153
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Mstep: Class 1 contains 38019 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5542281 nChanged 143
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Mstep: Class 1 contains 38160 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5542322 nChanged 114
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Mstep: Class 1 contains 38274 members 
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	Iteration 89Q: 3 clusters Score -5542346 nChanged 108
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Mstep: Class 1 contains 38382 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5542362 nChanged 109
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5542408 nChanged 111
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5542428 nChanged 107
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5542483 nChanged 101
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	Iteration 94Q: 3 clusters Score -5542500 nChanged 97
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Mstep: Class 1 contains 38905 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5542525 nChanged 97
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5542564 nChanged 90
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Mstep: Class 1 contains 39086 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5542572 nChanged 78
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5542593 nChanged 61
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Mstep: Class 1 contains 39221 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5542604 nChanged 55
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Mstep: Class 1 contains 39270 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5542618 nChanged 49
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Mstep: Class 1 contains 39317 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5542628 nChanged 48
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Mstep: Class 1 contains 39365 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5542630 nChanged 44
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5542650 nChanged 45
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5542648 nChanged 32
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Mstep: Class 1 contains 39486 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5542656 nChanged 28
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5542653 nChanged 29
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	Iteration 107Q: 3 clusters Score -5542656 nChanged 23
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	Iteration 108Q: 3 clusters Score -5542656 nChanged 23
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5542659 nChanged 22
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	Iteration 110Q: 3 clusters Score -5542665 nChanged 15
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	Iteration 111Q: 3 clusters Score -5542666 nChanged 15
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	Iteration 112Q: 3 clusters Score -5542675 nChanged 11
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	Iteration 113Q: 3 clusters Score -5542678 nChanged 7
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	Iteration 114Q: 3 clusters Score -5542672 nChanged 11
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	Iteration 115Q: 3 clusters Score -5542675 nChanged 8
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	Iteration 116Q: 3 clusters Score -5542670 nChanged 5
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	Iteration 117Q: 3 clusters Score -5542666 nChanged 2
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	Iteration 118Q: 3 clusters Score -5542672 nChanged 2
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	Iteration 119Q: 3 clusters Score -5542670 nChanged 3
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	Iteration 120F: 3 clusters Score -5542668 nChanged 2
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	Iteration 121Q: 3 clusters Score -5542669 nChanged 3
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	Iteration 122Q: 3 clusters Score -5542670 nChanged 5
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5542674 nChanged 3
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	Iteration 124Q: 3 clusters Score -5542672 nChanged 2
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	Iteration 125Q: 3 clusters Score -5542672 nChanged 1
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	Iteration 126Q: 3 clusters Score -5542674 nChanged 1
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5542680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5542684.000000 Penalty: 5286.968262
	Iteration 128Q: 3 clusters Score -5542684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5542684.000000 Penalty: 5286.968262
	Iteration 129F: 3 clusters Score -5542684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -859857.687500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -859857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -854325.625000 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -854325.6 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -855844.875000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -855844.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -856130.375000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -856130.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -856317.500000 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -856317.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -856464.750000 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -856464.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -856570.812500 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -856570.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -856653.875000 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -856653.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -856724.562500 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -856724.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -856799.062500 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -856799.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -856877.500000 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -856877.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -856963.187500 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -856963.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -857039.187500 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -857039.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -857098.500000 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -857098.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -857168.250000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -857168.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -857236.625000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -857236.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -857303.500000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -857303.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -857358.125000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -857358.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -857402.375000 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -857402.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -857445.750000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -857445.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -857475.187500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -857475.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -857499.812500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -857499.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -857523.125000 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -857523.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -857546.625000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -857546.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -857558.562500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -857558.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -857570.250000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -857570.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -857584.562500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -857584.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -857603.000000 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -857603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -857617.312500 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -857617.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -857631.312500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -857631.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -857649.500000 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -857649.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -857668.937500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -857668.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -857688.000000 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -857688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -857706.062500 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -857706.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -857720.000000 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -857720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -857744.750000 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -857744.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -857786.062500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -857786.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -857813.812500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -857813.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -857841.875000 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -857841.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -857876.375000 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -857876.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -857902.312500 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -857902.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -857919.375000 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -857919.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -857937.125000 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -857937.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -857950.437500 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -857950.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -857966.250000 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -857966.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -857980.125000 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -857980.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -857998.750000 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -857998.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -858013.312500 Penalty: 4365.528809
	Iteration 46Q: 3 clusters Score -858013.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -858021.937500 Penalty: 4365.528809
	Iteration 47Q: 3 clusters Score -858021.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -858028.187500 Penalty: 4365.528809
	Iteration 48Q: 3 clusters Score -858028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -858035.687500 Penalty: 4365.528809
	Iteration 49Q: 3 clusters Score -858035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -858040.250000 Penalty: 4365.528809
	Iteration 50Q: 3 clusters Score -858040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -858043.250000 Penalty: 4365.528809
	Iteration 51Q: 3 clusters Score -858043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -858050.125000 Penalty: 4365.528809
	Iteration 52Q: 3 clusters Score -858050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -858055.812500 Penalty: 4365.528809
	Iteration 53Q: 3 clusters Score -858055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -858058.125000 Penalty: 4365.528809
	Iteration 54Q: 3 clusters Score -858058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -858061.125000 Penalty: 4365.528809
	Iteration 55Q: 3 clusters Score -858061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -858063.312500 Penalty: 4365.528809
	Iteration 56Q: 3 clusters Score -858063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -858066.250000 Penalty: 4365.528809
	Iteration 57Q: 3 clusters Score -858066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -858066.187500 Penalty: 4365.528809
	Iteration 58Q: 3 clusters Score -858066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -858071.812500 Penalty: 4365.528809
	Iteration 59Q: 3 clusters Score -858071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -858078.187500 Penalty: 4365.528809
	Iteration 60F: 3 clusters Score -858078.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -858080.312500 Penalty: 4365.528809
	Iteration 61Q: 3 clusters Score -858080.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -858088.562500 Penalty: 4365.528809
	Iteration 62Q: 3 clusters Score -858088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -858090.875000 Penalty: 4365.528809
	Iteration 63Q: 3 clusters Score -858090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -858095.500000 Penalty: 4365.528809
	Iteration 64Q: 3 clusters Score -858095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -858094.875000 Penalty: 4365.528809
	Iteration 65Q: 3 clusters Score -858094.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -858098.312500 Penalty: 4365.528809
	Iteration 66Q: 3 clusters Score -858098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -858101.375000 Penalty: 4365.528809
	Iteration 67Q: 3 clusters Score -858101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -858100.312500 Penalty: 4365.528809
	Iteration 68Q: 3 clusters Score -858100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -858103.875000 Penalty: 4365.528809
	Iteration 69Q: 3 clusters Score -858103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -858105.625000 Penalty: 4365.528809
	Iteration 70Q: 3 clusters Score -858105.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -858107.500000 Penalty: 4365.528809
	Iteration 71Q: 3 clusters Score -858107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -858105.250000 Penalty: 4365.528809
	Iteration 72Q: 3 clusters Score -858105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -858107.375000 Penalty: 4365.528809
	Iteration 73Q: 3 clusters Score -858107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -858109.250000 Penalty: 4365.528809
	Iteration 74Q: 3 clusters Score -858109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -858110.562500 Penalty: 4365.528809
	Iteration 75Q: 3 clusters Score -858110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -858113.062500 Penalty: 4365.528809
	Iteration 76Q: 3 clusters Score -858113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -858115.687500 Penalty: 4365.528809
	Iteration 77Q: 3 clusters Score -858115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -858116.812500 Penalty: 4365.528809
	Iteration 78Q: 3 clusters Score -858116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -858117.000000 Penalty: 4365.528809
	Iteration 79Q: 3 clusters Score -858117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -858115.687500 Penalty: 4365.528809
	Iteration 80F: 3 clusters Score -858115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -858116.437500 Penalty: 4365.528809
	Iteration 81Q: 3 clusters Score -858116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -858117.125000 Penalty: 4365.528809
	Iteration 82Q: 3 clusters Score -858117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -858118.500000 Penalty: 4365.528809
	Iteration 83Q: 3 clusters Score -858118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -858119.375000 Penalty: 4365.528809
	Iteration 84Q: 3 clusters Score -858119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -858121.000000 Penalty: 4365.528809
	Iteration 85Q: 3 clusters Score -858121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -858126.750000 Penalty: 4365.528809
	Iteration 86Q: 3 clusters Score -858126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -858127.437500 Penalty: 4365.528809
	Iteration 87Q: 3 clusters Score -858127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -858130.312500 Penalty: 4365.528809
	Iteration 88Q: 3 clusters Score -858130.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -858134.875000 Penalty: 4365.528809
	Iteration 89Q: 3 clusters Score -858134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -858134.125000 Penalty: 4365.528809
	Iteration 90Q: 3 clusters Score -858134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -858140.000000 Penalty: 4365.528809
	Iteration 91Q: 3 clusters Score -858140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -858144.750000 Penalty: 4365.528809
	Iteration 92Q: 3 clusters Score -858144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -858148.562500 Penalty: 4365.528809
	Iteration 93Q: 3 clusters Score -858148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -858150.812500 Penalty: 4365.528809
	Iteration 94Q: 3 clusters Score -858150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -858154.187500 Penalty: 4365.528809
	Iteration 95Q: 3 clusters Score -858154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -858157.625000 Penalty: 4365.528809
	Iteration 96Q: 3 clusters Score -858157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -858160.000000 Penalty: 4365.528809
	Iteration 97Q: 3 clusters Score -858160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -858161.437500 Penalty: 4365.528809
	Iteration 98Q: 3 clusters Score -858161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -858163.375000 Penalty: 4365.528809
	Iteration 99Q: 3 clusters Score -858163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -858163.250000 Penalty: 4365.528809
	Iteration 100F: 3 clusters Score -858163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -858166.000000 Penalty: 4365.528809
	Iteration 101Q: 3 clusters Score -858166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -858166.875000 Penalty: 4365.528809
	Iteration 102Q: 3 clusters Score -858166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -858169.125000 Penalty: 4365.528809
	Iteration 103Q: 3 clusters Score -858169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -858169.375000 Penalty: 4365.528809
	Iteration 104Q: 3 clusters Score -858169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -858173.750000 Penalty: 4365.528809
	Iteration 105Q: 3 clusters Score -858173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -858176.125000 Penalty: 4365.528809
	Iteration 106Q: 3 clusters Score -858176.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -858176.812500 Penalty: 4365.528809
	Iteration 107Q: 3 clusters Score -858176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -858178.937500 Penalty: 4365.528809
	Iteration 108Q: 3 clusters Score -858178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -858179.312500 Penalty: 4365.528809
	Iteration 109Q: 3 clusters Score -858179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -858179.312500 Penalty: 4365.528809
	Iteration 110F: 3 clusters Score -858179.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Entering Unmasked Estep 
Score: -7365043.500000 Penalty: 2710.434326
	Iteration 0F: 2 clusters Score -7365044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7327451.500000 Penalty: 5420.868652
	Iteration 0F: 3 clusters Score -7327452 nChanged 25966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -7342131.500000 Penalty: 5420.868652
	Iteration 1F: 3 clusters Score -7342132 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -7342791.000000 Penalty: 5420.868652
	Iteration 2Q: 3 clusters Score -7342791 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -7343453.000000 Penalty: 5420.868652
	Iteration 3Q: 3 clusters Score -7343453 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -7344202.500000 Penalty: 5420.868652
	Iteration 4Q: 3 clusters Score -7344202 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -7345242.500000 Penalty: 5420.868652
	Iteration 5Q: 3 clusters Score -7345242 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -7346728.500000 Penalty: 5420.868652
	Iteration 6F: 3 clusters Score -7346728 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -7348929.500000 Penalty: 5420.868652
	Iteration 7F: 3 clusters Score -7348930 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -7352366.500000 Penalty: 5420.868652
	Iteration 8F: 3 clusters Score -7352366 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -7356359.500000 Penalty: 5420.868652
	Iteration 9F: 3 clusters Score -7356360 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7359694.500000 Penalty: 5420.868652
	Iteration 10F: 3 clusters Score -7359694 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7361551.500000 Penalty: 5420.868652
	Iteration 11Q: 3 clusters Score -7361552 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7362298.500000 Penalty: 5420.868652
	Iteration 12Q: 3 clusters Score -7362298 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7362657.000000 Penalty: 5420.868652
	Iteration 13Q: 3 clusters Score -7362657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7362857.000000 Penalty: 5420.868652
	Iteration 14Q: 3 clusters Score -7362857 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7362972.500000 Penalty: 5420.868652
	Iteration 15Q: 3 clusters Score -7362972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7363044.000000 Penalty: 5420.868652
	Iteration 16Q: 3 clusters Score -7363044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7363100.500000 Penalty: 5420.868652
	Iteration 17Q: 3 clusters Score -7363100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7363133.500000 Penalty: 5420.868652
	Iteration 18Q: 3 clusters Score -7363134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7363146.500000 Penalty: 5420.868652
	Iteration 19Q: 3 clusters Score -7363146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7363161.500000 Penalty: 5420.868652
	Iteration 20F: 3 clusters Score -7363162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7363176.500000 Penalty: 5420.868652
	Iteration 21Q: 3 clusters Score -7363176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7363200.500000 Penalty: 5420.868652
	Iteration 22Q: 3 clusters Score -7363200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7363204.500000 Penalty: 5420.868652
	Iteration 23Q: 3 clusters Score -7363204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7363218.000000 Penalty: 5420.868652
	Iteration 24Q: 3 clusters Score -7363218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7363232.500000 Penalty: 5420.868652
	Iteration 25Q: 3 clusters Score -7363232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7363237.000000 Penalty: 5420.868652
	Iteration 26Q: 3 clusters Score -7363237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7363238.500000 Penalty: 5420.868652
	Iteration 27Q: 3 clusters Score -7363238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7363236.000000 Penalty: 5420.868652
	Iteration 28Q: 3 clusters Score -7363236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7363231.500000 Penalty: 5420.868652
	Iteration 29Q: 3 clusters Score -7363232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7363241.500000 Penalty: 5420.868652
	Iteration 30Q: 3 clusters Score -7363242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7363241.500000 Penalty: 5420.868652
	Iteration 31F: 3 clusters Score -7363242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Entering Unmasked Estep 
Score: -21271880.000000 Penalty: 2975.451172
	Iteration 0F: 2 clusters Score -2.127188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -21162806.000000 Penalty: 5950.902344
	Iteration 0F: 3 clusters Score -2.116281e+07 nChanged 77852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -21207840.000000 Penalty: 5950.902344
	Iteration 1F: 3 clusters Score -2.120784e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -21208690.000000 Penalty: 5950.902344
	Iteration 2Q: 3 clusters Score -2.120869e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -21209550.000000 Penalty: 5950.902344
	Iteration 3Q: 3 clusters Score -2.120955e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -21210640.000000 Penalty: 5950.902344
	Iteration 4Q: 3 clusters Score -2.121064e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -21211866.000000 Penalty: 5950.902344
	Iteration 5Q: 3 clusters Score -2.121187e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -21213376.000000 Penalty: 5950.902344
	Iteration 6Q: 3 clusters Score -2.121338e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -21215430.000000 Penalty: 5950.902344
	Iteration 7Q: 3 clusters Score -2.121543e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -21218646.000000 Penalty: 5950.902344
	Iteration 8Q: 3 clusters Score -2.121865e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -21223444.000000 Penalty: 5950.902344
	Iteration 9Q: 3 clusters Score -2.122344e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -21229898.000000 Penalty: 5950.902344
	Iteration 10F: 3 clusters Score -2.12299e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -21237252.000000 Penalty: 5950.902344
	Iteration 11F: 3 clusters Score -2.123725e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -21242706.000000 Penalty: 5950.902344
	Iteration 12F: 3 clusters Score -2.124271e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -21245998.000000 Penalty: 5950.902344
	Iteration 13Q: 3 clusters Score -2.1246e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -21247852.000000 Penalty: 5950.902344
	Iteration 14Q: 3 clusters Score -2.124785e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -21249486.000000 Penalty: 5950.902344
	Iteration 15Q: 3 clusters Score -2.124949e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -21250830.000000 Penalty: 5950.902344
	Iteration 16Q: 3 clusters Score -2.125083e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -21252316.000000 Penalty: 5950.902344
	Iteration 17Q: 3 clusters Score -2.125232e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132278 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -21253632.000000 Penalty: 5950.902344
	Iteration 18Q: 3 clusters Score -2.125363e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135405 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -21254950.000000 Penalty: 5950.902344
	Iteration 19Q: 3 clusters Score -2.125495e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -21256300.000000 Penalty: 5950.902344
	Iteration 20F: 3 clusters Score -2.12563e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141632 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -21257882.000000 Penalty: 5950.902344
	Iteration 21Q: 3 clusters Score -2.125788e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -21259594.000000 Penalty: 5950.902344
	Iteration 22Q: 3 clusters Score -2.125959e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -21261068.000000 Penalty: 5950.902344
	Iteration 23Q: 3 clusters Score -2.126107e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -21262586.000000 Penalty: 5950.902344
	Iteration 24Q: 3 clusters Score -2.126259e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -21263912.000000 Penalty: 5950.902344
	Iteration 25Q: 3 clusters Score -2.126391e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -21265146.000000 Penalty: 5950.902344
	Iteration 26Q: 3 clusters Score -2.126515e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -21266236.000000 Penalty: 5950.902344
	Iteration 27Q: 3 clusters Score -2.126624e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21267164.000000 Penalty: 5950.902344
	Iteration 28Q: 3 clusters Score -2.126716e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158832 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21267858.000000 Penalty: 5950.902344
	Iteration 29Q: 3 clusters Score -2.126786e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21268306.000000 Penalty: 5950.902344
	Iteration 30Q: 3 clusters Score -2.126831e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160170 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21268646.000000 Penalty: 5950.902344
	Iteration 31Q: 3 clusters Score -2.126865e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160546 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21268836.000000 Penalty: 5950.902344
	Iteration 32Q: 3 clusters Score -2.126884e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21268984.000000 Penalty: 5950.902344
	Iteration 33Q: 3 clusters Score -2.126898e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21269118.000000 Penalty: 5950.902344
	Iteration 34Q: 3 clusters Score -2.126912e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161048 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21269156.000000 Penalty: 5950.902344
	Iteration 35Q: 3 clusters Score -2.126916e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161134 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21269202.000000 Penalty: 5950.902344
	Iteration 36Q: 3 clusters Score -2.12692e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21269236.000000 Penalty: 5950.902344
	Iteration 37Q: 3 clusters Score -2.126924e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161249 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21269256.000000 Penalty: 5950.902344
	Iteration 38Q: 3 clusters Score -2.126926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161287 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21269274.000000 Penalty: 5950.902344
	Iteration 39Q: 3 clusters Score -2.126927e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21269316.000000 Penalty: 5950.902344
	Iteration 40F: 3 clusters Score -2.126932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161341 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21269314.000000 Penalty: 5950.902344
	Iteration 41Q: 3 clusters Score -2.126931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161360 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21269342.000000 Penalty: 5950.902344
	Iteration 42Q: 3 clusters Score -2.126934e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161384 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21269338.000000 Penalty: 5950.902344
	Iteration 43Q: 3 clusters Score -2.126934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161408 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21269340.000000 Penalty: 5950.902344
	Iteration 44Q: 3 clusters Score -2.126934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21269360.000000 Penalty: 5950.902344
	Iteration 45Q: 3 clusters Score -2.126936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161437 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21269352.000000 Penalty: 5950.902344
	Iteration 46Q: 3 clusters Score -2.126935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21269360.000000 Penalty: 5950.902344
	Iteration 47Q: 3 clusters Score -2.126936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21269358.000000 Penalty: 5950.902344
	Iteration 48Q: 3 clusters Score -2.126936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21269380.000000 Penalty: 5950.902344
	Iteration 49Q: 3 clusters Score -2.126938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21269388.000000 Penalty: 5950.902344
	Iteration 50Q: 3 clusters Score -2.126939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -21269396.000000 Penalty: 5950.902344
	Iteration 51Q: 3 clusters Score -2.12694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -21269392.000000 Penalty: 5950.902344
	Iteration 52Q: 3 clusters Score -2.126939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21269420.000000 Penalty: 5950.902344
	Iteration 53Q: 3 clusters Score -2.126942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -21269418.000000 Penalty: 5950.902344
	Iteration 54Q: 3 clusters Score -2.126942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161488 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21269418.000000 Penalty: 5950.902344
	Iteration 55Q: 3 clusters Score -2.126942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21269420.000000 Penalty: 5950.902344
	Iteration 56Q: 3 clusters Score -2.126942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21269410.000000 Penalty: 5950.902344
	Iteration 57Q: 3 clusters Score -2.126941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21269402.000000 Penalty: 5950.902344
	Iteration 58Q: 3 clusters Score -2.12694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161492 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21269410.000000 Penalty: 5950.902344
	Iteration 59Q: 3 clusters Score -2.126941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161494 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21269408.000000 Penalty: 5950.902344
	Iteration 60F: 3 clusters Score -2.126941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21269412.000000 Penalty: 5950.902344
	Iteration 61Q: 3 clusters Score -2.126941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21269412.000000 Penalty: 5950.902344
	Iteration 62F: 3 clusters Score -2.126941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -75087.703125 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -75087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73594.554688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -73594.55 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74070.148438 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -74070.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74421.140625 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -74421.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74799.101562 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -74799.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75186.265625 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -75186.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -75370.820312 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -75370.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -75453.210938 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -75453.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -75493.367188 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -75493.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -75549.164062 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -75549.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -75568.906250 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -75568.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -75572.132812 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -75572.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75576.898438 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -75576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75576.898438 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -75576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 55780 members 
Mstep: Class 8 contains 162395 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 12278 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6411 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1068 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 839 members 
Mstep: Class 41 contains 161 members 
Entering Unmasked Estep 
Score: -111259624.000000 Penalty: 139205.625000
Splitting cluster 9 changes total score from -111260568.000000 to -111259624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -249241.203125 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -249241.2 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 1054 members 
Entering Unmasked Estep 
Score: -246555.109375 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -246555.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -247177.843750 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -247177.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -247552.937500 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -247552.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -247869.671875 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -247869.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -248102.453125 Penalty: 3797.308594
	Iteration 4F: 3 clusters Score -248102.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -248314.093750 Penalty: 3797.308594
	Iteration 5F: 3 clusters Score -248314.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -248477.515625 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -248477.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -248606.296875 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -248606.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -248719.531250 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -248719.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -248796.250000 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -248796.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -248841.968750 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -248842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -248884.750000 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -248884.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -248912.875000 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -248912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -248934.156250 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -248934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248949.562500 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -248949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -248966.171875 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -248966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -248979.531250 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -248979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -248995.968750 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -248996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -249001.859375 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -249001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -249006.421875 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -249006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -249008.796875 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -249008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -249009.656250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -249009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -249010.968750 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -249011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -249011.671875 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -249011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -249013.078125 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -249013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -249013.500000 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -249013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -249013.500000 Penalty: 3797.308594
	Iteration 26F: 3 clusters Score -249013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -565816.250000 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -565816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -561440.125000 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -561440.1 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -562957.937500 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -562957.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -563650.187500 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -563650.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -564297.375000 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -564297.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -564753.687500 Penalty: 4217.937012
	Iteration 4F: 3 clusters Score -564753.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -564970.750000 Penalty: 4217.937012
	Iteration 5F: 3 clusters Score -564970.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -565084.750000 Penalty: 4217.937012
	Iteration 6Q: 3 clusters Score -565084.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -565170.375000 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -565170.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -565237.250000 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -565237.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -565291.500000 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -565291.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -565332.500000 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -565332.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -565374.187500 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -565374.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -565411.875000 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -565411.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -565432.687500 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -565432.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -565448.562500 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -565448.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -565459.250000 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -565459.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -565465.875000 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -565465.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -565475.375000 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -565475.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -565485.937500 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -565485.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -565493.937500 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -565493.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -565498.687500 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -565498.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -565504.562500 Penalty: 4217.937012
	Iteration 21Q: 3 clusters Score -565504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -565509.187500 Penalty: 4217.937012
	Iteration 22Q: 3 clusters Score -565509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -565513.562500 Penalty: 4217.937012
	Iteration 23Q: 3 clusters Score -565513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -565514.937500 Penalty: 4217.937012
	Iteration 24Q: 3 clusters Score -565514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -565516.062500 Penalty: 4217.937012
	Iteration 25Q: 3 clusters Score -565516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -565517.187500 Penalty: 4217.937012
	Iteration 26Q: 3 clusters Score -565517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -565520.625000 Penalty: 4217.937012
	Iteration 27Q: 3 clusters Score -565520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -565522.500000 Penalty: 4217.937012
	Iteration 28Q: 3 clusters Score -565522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -565523.625000 Penalty: 4217.937012
	Iteration 29Q: 3 clusters Score -565523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -565523.812500 Penalty: 4217.937012
	Iteration 30Q: 3 clusters Score -565523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -565525.187500 Penalty: 4217.937012
	Iteration 31Q: 3 clusters Score -565525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -565526.250000 Penalty: 4217.937012
	Iteration 32Q: 3 clusters Score -565526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -565526.312500 Penalty: 4217.937012
	Iteration 33Q: 3 clusters Score -565526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -565526.250000 Penalty: 4217.937012
	Iteration 34Q: 3 clusters Score -565526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -565527.937500 Penalty: 4217.937012
	Iteration 35Q: 3 clusters Score -565527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -565528.375000 Penalty: 4217.937012
	Iteration 36Q: 3 clusters Score -565528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -565530.562500 Penalty: 4217.937012
	Iteration 37Q: 3 clusters Score -565530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -565528.812500 Penalty: 4217.937012
	Iteration 38Q: 3 clusters Score -565528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -565531.250000 Penalty: 4217.937012
	Iteration 39Q: 3 clusters Score -565531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -565533.562500 Penalty: 4217.937012
	Iteration 40F: 3 clusters Score -565533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -565533.875000 Penalty: 4217.937012
	Iteration 41Q: 3 clusters Score -565533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -565535.437500 Penalty: 4217.937012
	Iteration 42Q: 3 clusters Score -565535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -565535.437500 Penalty: 4217.937012
	Iteration 43F: 3 clusters Score -565535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Entering Unmasked Estep 
Score: -4905470.000000 Penalty: 2612.995850
	Iteration 0F: 2 clusters Score -4905470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -4879844.500000 Penalty: 5225.991699
	Iteration 0F: 3 clusters Score -4879844 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4889477.000000 Penalty: 5225.991699
	Iteration 1F: 3 clusters Score -4889477 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4890267.000000 Penalty: 5225.991699
	Iteration 2F: 3 clusters Score -4890267 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4891247.500000 Penalty: 5225.991699
	Iteration 3F: 3 clusters Score -4891248 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4892556.000000 Penalty: 5225.991699
	Iteration 4F: 3 clusters Score -4892556 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4894439.000000 Penalty: 5225.991699
	Iteration 5F: 3 clusters Score -4894439 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4896825.500000 Penalty: 5225.991699
	Iteration 6F: 3 clusters Score -4896826 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4899180.000000 Penalty: 5225.991699
	Iteration 7F: 3 clusters Score -4899180 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4901133.000000 Penalty: 5225.991699
	Iteration 8F: 3 clusters Score -4901133 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4902206.500000 Penalty: 5225.991699
	Iteration 9Q: 3 clusters Score -4902206 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4902699.500000 Penalty: 5225.991699
	Iteration 10Q: 3 clusters Score -4902700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4902958.000000 Penalty: 5225.991699
	Iteration 11Q: 3 clusters Score -4902958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4903088.500000 Penalty: 5225.991699
	Iteration 12Q: 3 clusters Score -4903088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4903129.000000 Penalty: 5225.991699
	Iteration 13Q: 3 clusters Score -4903129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4903168.000000 Penalty: 5225.991699
	Iteration 14Q: 3 clusters Score -4903168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4903210.500000 Penalty: 5225.991699
	Iteration 15Q: 3 clusters Score -4903210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4903236.000000 Penalty: 5225.991699
	Iteration 16Q: 3 clusters Score -4903236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4903253.500000 Penalty: 5225.991699
	Iteration 17Q: 3 clusters Score -4903254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4903264.500000 Penalty: 5225.991699
	Iteration 18Q: 3 clusters Score -4903264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4903270.000000 Penalty: 5225.991699
	Iteration 19Q: 3 clusters Score -4903270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4903274.000000 Penalty: 5225.991699
	Iteration 20F: 3 clusters Score -4903274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4903271.000000 Penalty: 5225.991699
	Iteration 21Q: 3 clusters Score -4903271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4903272.000000 Penalty: 5225.991699
	Iteration 22Q: 3 clusters Score -4903272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4903272.000000 Penalty: 5225.991699
	Iteration 23F: 3 clusters Score -4903272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -545696.875000 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -545696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -541599.375000 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -541599.4 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -542565.500000 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -542565.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -542763.937500 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -542763.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -542918.250000 Penalty: 4146.827637
	Iteration 3F: 3 clusters Score -542918.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -543073.687500 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -543073.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -543216.250000 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -543216.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -543354.937500 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -543354.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -543493.250000 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -543493.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -543614.250000 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -543614.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -543702.687500 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -543702.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -543787.000000 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -543787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -543839.437500 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -543839.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -543875.750000 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -543875.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -543902.812500 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -543902.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -543923.562500 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -543923.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -543945.937500 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -543945.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -543965.187500 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -543965.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -543977.562500 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -543977.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -543990.625000 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -543990.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -544001.125000 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -544001.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -544014.312500 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -544014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -544024.125000 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -544024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -544032.812500 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -544032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -544044.750000 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -544044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -544047.125000 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -544047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -544052.187500 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -544052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -544055.125000 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -544055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -544059.312500 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -544059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -544062.125000 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -544062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -544063.562500 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -544063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -544063.562500 Penalty: 4146.827637
	Iteration 30F: 3 clusters Score -544063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -871506.125000 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -871506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -865843.937500 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -865843.9 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -867521.312500 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -867521.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -867883.062500 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -867883.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -868269.937500 Penalty: 4374.993652
	Iteration 3F: 3 clusters Score -868269.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -868721.500000 Penalty: 4374.993652
	Iteration 4F: 3 clusters Score -868721.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -869236.437500 Penalty: 4374.993652
	Iteration 5F: 3 clusters Score -869236.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -869754.687500 Penalty: 4374.993652
	Iteration 6F: 3 clusters Score -869754.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -870117.875000 Penalty: 4374.993652
	Iteration 7F: 3 clusters Score -870117.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -870337.562500 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -870337.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -870464.437500 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -870464.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -870540.187500 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -870540.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -870579.062500 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -870579.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -870595.125000 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -870595.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -870607.875000 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -870607.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -870614.812500 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -870614.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -870622.062500 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -870622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -870625.687500 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -870625.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -870631.312500 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -870631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -870633.125000 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -870633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -870638.000000 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -870638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -870644.187500 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -870644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -870646.250000 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -870646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -870645.562500 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -870645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -870646.625000 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -870646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -870645.625000 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -870645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -870647.125000 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -870647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -870646.625000 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -870646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -870646.625000 Penalty: 4374.993652
	Iteration 27F: 3 clusters Score -870646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -847958.250000 Penalty: 2194.892822
	Iteration 0F: 2 clusters Score -847958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -842251.937500 Penalty: 4389.785645
	Iteration 0F: 3 clusters Score -842251.9 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -843752.375000 Penalty: 4389.785645
	Iteration 1F: 3 clusters Score -843752.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -844071.875000 Penalty: 4389.785645
	Iteration 2F: 3 clusters Score -844071.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -844369.187500 Penalty: 4389.785645
	Iteration 3F: 3 clusters Score -844369.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -844692.625000 Penalty: 4389.785645
	Iteration 4F: 3 clusters Score -844692.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -845021.375000 Penalty: 4389.785645
	Iteration 5F: 3 clusters Score -845021.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -845348.562500 Penalty: 4389.785645
	Iteration 6F: 3 clusters Score -845348.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -845626.062500 Penalty: 4389.785645
	Iteration 7F: 3 clusters Score -845626.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -845824.562500 Penalty: 4389.785645
	Iteration 8Q: 3 clusters Score -845824.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -845984.875000 Penalty: 4389.785645
	Iteration 9Q: 3 clusters Score -845984.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -846128.187500 Penalty: 4389.785645
	Iteration 10Q: 3 clusters Score -846128.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -846245.875000 Penalty: 4389.785645
	Iteration 11Q: 3 clusters Score -846245.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -846355.062500 Penalty: 4389.785645
	Iteration 12Q: 3 clusters Score -846355.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -846413.562500 Penalty: 4389.785645
	Iteration 13Q: 3 clusters Score -846413.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -846474.187500 Penalty: 4389.785645
	Iteration 14Q: 3 clusters Score -846474.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -846534.312500 Penalty: 4389.785645
	Iteration 15Q: 3 clusters Score -846534.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -846576.062500 Penalty: 4389.785645
	Iteration 16Q: 3 clusters Score -846576.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -846612.500000 Penalty: 4389.785645
	Iteration 17Q: 3 clusters Score -846612.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -846640.062500 Penalty: 4389.785645
	Iteration 18Q: 3 clusters Score -846640.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -846656.062500 Penalty: 4389.785645
	Iteration 19Q: 3 clusters Score -846656.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -846669.187500 Penalty: 4389.785645
	Iteration 20F: 3 clusters Score -846669.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -846682.500000 Penalty: 4389.785645
	Iteration 21Q: 3 clusters Score -846682.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -846695.125000 Penalty: 4389.785645
	Iteration 22Q: 3 clusters Score -846695.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -846707.250000 Penalty: 4389.785645
	Iteration 23Q: 3 clusters Score -846707.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -846714.625000 Penalty: 4389.785645
	Iteration 24Q: 3 clusters Score -846714.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -846722.187500 Penalty: 4389.785645
	Iteration 25Q: 3 clusters Score -846722.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -846731.062500 Penalty: 4389.785645
	Iteration 26Q: 3 clusters Score -846731.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -846733.625000 Penalty: 4389.785645
	Iteration 27Q: 3 clusters Score -846733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -846735.437500 Penalty: 4389.785645
	Iteration 28Q: 3 clusters Score -846735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -846737.875000 Penalty: 4389.785645
	Iteration 29Q: 3 clusters Score -846737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -846740.375000 Penalty: 4389.785645
	Iteration 30Q: 3 clusters Score -846740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -846739.750000 Penalty: 4389.785645
	Iteration 31Q: 3 clusters Score -846739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -846739.750000 Penalty: 4389.785645
	Iteration 32F: 3 clusters Score -846739.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Entering Unmasked Estep 
Score: -14793775.000000 Penalty: 2885.508789
	Iteration 0F: 2 clusters Score -1.479378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -14718271.000000 Penalty: 5771.017578
	Iteration 0F: 3 clusters Score -1.471827e+07 nChanged 53726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -14748686.000000 Penalty: 5771.017578
	Iteration 1F: 3 clusters Score -1.474869e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -14749533.000000 Penalty: 5771.017578
	Iteration 2Q: 3 clusters Score -1.474953e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -14750508.000000 Penalty: 5771.017578
	Iteration 3Q: 3 clusters Score -1.475051e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -14751491.000000 Penalty: 5771.017578
	Iteration 4Q: 3 clusters Score -1.475149e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -14752567.000000 Penalty: 5771.017578
	Iteration 5Q: 3 clusters Score -1.475257e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -14754103.000000 Penalty: 5771.017578
	Iteration 6Q: 3 clusters Score -1.47541e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -14756036.000000 Penalty: 5771.017578
	Iteration 7Q: 3 clusters Score -1.475604e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -14758824.000000 Penalty: 5771.017578
	Iteration 8Q: 3 clusters Score -1.475882e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -14762363.000000 Penalty: 5771.017578
	Iteration 9F: 3 clusters Score -1.476236e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -14767050.000000 Penalty: 5771.017578
	Iteration 10F: 3 clusters Score -1.476705e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -14771861.000000 Penalty: 5771.017578
	Iteration 11F: 3 clusters Score -1.477186e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -14775064.000000 Penalty: 5771.017578
	Iteration 12Q: 3 clusters Score -1.477506e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -14776759.000000 Penalty: 5771.017578
	Iteration 13Q: 3 clusters Score -1.477676e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -14777753.000000 Penalty: 5771.017578
	Iteration 14Q: 3 clusters Score -1.477775e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -14778751.000000 Penalty: 5771.017578
	Iteration 15Q: 3 clusters Score -1.477875e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -14779664.000000 Penalty: 5771.017578
	Iteration 16Q: 3 clusters Score -1.477966e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -14780488.000000 Penalty: 5771.017578
	Iteration 17Q: 3 clusters Score -1.478049e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -14781267.000000 Penalty: 5771.017578
	Iteration 18Q: 3 clusters Score -1.478127e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -14781947.000000 Penalty: 5771.017578
	Iteration 19Q: 3 clusters Score -1.478195e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -14782623.000000 Penalty: 5771.017578
	Iteration 20F: 3 clusters Score -1.478262e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -14783167.000000 Penalty: 5771.017578
	Iteration 21Q: 3 clusters Score -1.478317e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -14783455.000000 Penalty: 5771.017578
	Iteration 22Q: 3 clusters Score -1.478346e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -14783727.000000 Penalty: 5771.017578
	Iteration 23Q: 3 clusters Score -1.478373e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -14783933.000000 Penalty: 5771.017578
	Iteration 24Q: 3 clusters Score -1.478393e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -14784103.000000 Penalty: 5771.017578
	Iteration 25Q: 3 clusters Score -1.47841e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -14784264.000000 Penalty: 5771.017578
	Iteration 26Q: 3 clusters Score -1.478426e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -14784372.000000 Penalty: 5771.017578
	Iteration 27Q: 3 clusters Score -1.478437e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -14784477.000000 Penalty: 5771.017578
	Iteration 28Q: 3 clusters Score -1.478448e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -14784663.000000 Penalty: 5771.017578
	Iteration 29Q: 3 clusters Score -1.478466e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -14784769.000000 Penalty: 5771.017578
	Iteration 30Q: 3 clusters Score -1.478477e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -14784837.000000 Penalty: 5771.017578
	Iteration 31Q: 3 clusters Score -1.478484e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -14784935.000000 Penalty: 5771.017578
	Iteration 32Q: 3 clusters Score -1.478494e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -14785016.000000 Penalty: 5771.017578
	Iteration 33Q: 3 clusters Score -1.478502e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -14785115.000000 Penalty: 5771.017578
	Iteration 34Q: 3 clusters Score -1.478512e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -14785118.000000 Penalty: 5771.017578
	Iteration 35Q: 3 clusters Score -1.478512e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -14785136.000000 Penalty: 5771.017578
	Iteration 36Q: 3 clusters Score -1.478514e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -14785185.000000 Penalty: 5771.017578
	Iteration 37Q: 3 clusters Score -1.478518e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -14785254.000000 Penalty: 5771.017578
	Iteration 38Q: 3 clusters Score -1.478525e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -14785278.000000 Penalty: 5771.017578
	Iteration 39Q: 3 clusters Score -1.478528e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -14785345.000000 Penalty: 5771.017578
	Iteration 40F: 3 clusters Score -1.478534e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -14785433.000000 Penalty: 5771.017578
	Iteration 41Q: 3 clusters Score -1.478543e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -14785492.000000 Penalty: 5771.017578
	Iteration 42Q: 3 clusters Score -1.478549e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -14785572.000000 Penalty: 5771.017578
	Iteration 43Q: 3 clusters Score -1.478557e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -14785616.000000 Penalty: 5771.017578
	Iteration 44Q: 3 clusters Score -1.478562e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -14785672.000000 Penalty: 5771.017578
	Iteration 45Q: 3 clusters Score -1.478567e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -14785744.000000 Penalty: 5771.017578
	Iteration 46Q: 3 clusters Score -1.478574e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -14785819.000000 Penalty: 5771.017578
	Iteration 47Q: 3 clusters Score -1.478582e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -14785920.000000 Penalty: 5771.017578
	Iteration 48Q: 3 clusters Score -1.478592e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -14785930.000000 Penalty: 5771.017578
	Iteration 49Q: 3 clusters Score -1.478593e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -14786003.000000 Penalty: 5771.017578
	Iteration 50Q: 3 clusters Score -1.4786e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -14786131.000000 Penalty: 5771.017578
	Iteration 51Q: 3 clusters Score -1.478613e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -14786185.000000 Penalty: 5771.017578
	Iteration 52Q: 3 clusters Score -1.478618e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -14786250.000000 Penalty: 5771.017578
	Iteration 53Q: 3 clusters Score -1.478625e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -14786348.000000 Penalty: 5771.017578
	Iteration 54Q: 3 clusters Score -1.478635e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -14786460.000000 Penalty: 5771.017578
	Iteration 55Q: 3 clusters Score -1.478646e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -14786577.000000 Penalty: 5771.017578
	Iteration 56Q: 3 clusters Score -1.478658e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -14786722.000000 Penalty: 5771.017578
	Iteration 57Q: 3 clusters Score -1.478672e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -14786774.000000 Penalty: 5771.017578
	Iteration 58Q: 3 clusters Score -1.478677e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -14786859.000000 Penalty: 5771.017578
	Iteration 59Q: 3 clusters Score -1.478686e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
Score: -14787014.000000 Penalty: 5771.017578
	Iteration 60F: 3 clusters Score -1.478701e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -14787132.000000 Penalty: 5771.017578
	Iteration 61Q: 3 clusters Score -1.478713e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -14787210.000000 Penalty: 5771.017578
	Iteration 62Q: 3 clusters Score -1.478721e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -14787344.000000 Penalty: 5771.017578
	Iteration 63Q: 3 clusters Score -1.478734e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -14787501.000000 Penalty: 5771.017578
	Iteration 64Q: 3 clusters Score -1.47875e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -14787623.000000 Penalty: 5771.017578
	Iteration 65Q: 3 clusters Score -1.478762e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -14787809.000000 Penalty: 5771.017578
	Iteration 66Q: 3 clusters Score -1.478781e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -14787998.000000 Penalty: 5771.017578
	Iteration 67Q: 3 clusters Score -1.4788e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -14788187.000000 Penalty: 5771.017578
	Iteration 68Q: 3 clusters Score -1.478819e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -14788353.000000 Penalty: 5771.017578
	Iteration 69Q: 3 clusters Score -1.478835e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -14788543.000000 Penalty: 5771.017578
	Iteration 70Q: 3 clusters Score -1.478854e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -14788647.000000 Penalty: 5771.017578
	Iteration 71Q: 3 clusters Score -1.478865e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 106642 members 
Entering Unmasked Estep 
Score: -14788894.000000 Penalty: 5771.017578
	Iteration 72Q: 3 clusters Score -1.478889e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -14789166.000000 Penalty: 5771.017578
	Iteration 73Q: 3 clusters Score -1.478917e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -14789342.000000 Penalty: 5771.017578
	Iteration 74Q: 3 clusters Score -1.478934e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -14789545.000000 Penalty: 5771.017578
	Iteration 75Q: 3 clusters Score -1.478954e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -14789732.000000 Penalty: 5771.017578
	Iteration 76Q: 3 clusters Score -1.478973e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -14789923.000000 Penalty: 5771.017578
	Iteration 77Q: 3 clusters Score -1.478992e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -14790132.000000 Penalty: 5771.017578
	Iteration 78Q: 3 clusters Score -1.479013e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -14790310.000000 Penalty: 5771.017578
	Iteration 79Q: 3 clusters Score -1.479031e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -14790455.000000 Penalty: 5771.017578
	Iteration 80F: 3 clusters Score -1.479046e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -14790595.000000 Penalty: 5771.017578
	Iteration 81Q: 3 clusters Score -1.47906e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -14790728.000000 Penalty: 5771.017578
	Iteration 82Q: 3 clusters Score -1.479073e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -14790821.000000 Penalty: 5771.017578
	Iteration 83Q: 3 clusters Score -1.479082e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -14790865.000000 Penalty: 5771.017578
	Iteration 84Q: 3 clusters Score -1.479086e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -14790933.000000 Penalty: 5771.017578
	Iteration 85Q: 3 clusters Score -1.479093e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -14790989.000000 Penalty: 5771.017578
	Iteration 86Q: 3 clusters Score -1.479099e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -14791068.000000 Penalty: 5771.017578
	Iteration 87Q: 3 clusters Score -1.479107e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -14791142.000000 Penalty: 5771.017578
	Iteration 88Q: 3 clusters Score -1.479114e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -14791175.000000 Penalty: 5771.017578
	Iteration 89Q: 3 clusters Score -1.479118e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -14791223.000000 Penalty: 5771.017578
	Iteration 90Q: 3 clusters Score -1.479122e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -14791257.000000 Penalty: 5771.017578
	Iteration 91Q: 3 clusters Score -1.479126e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 112124 members 
Entering Unmasked Estep 
Score: -14791294.000000 Penalty: 5771.017578
	Iteration 92Q: 3 clusters Score -1.479129e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -14791309.000000 Penalty: 5771.017578
	Iteration 93Q: 3 clusters Score -1.479131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 112175 members 
Entering Unmasked Estep 
Score: -14791313.000000 Penalty: 5771.017578
	Iteration 94Q: 3 clusters Score -1.479131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -14791302.000000 Penalty: 5771.017578
	Iteration 95Q: 3 clusters Score -1.47913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -14791311.000000 Penalty: 5771.017578
	Iteration 96Q: 3 clusters Score -1.479131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -14791311.000000 Penalty: 5771.017578
	Iteration 97Q: 3 clusters Score -1.479131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -14791326.000000 Penalty: 5771.017578
	Iteration 98Q: 3 clusters Score -1.479133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 112230 members 
Entering Unmasked Estep 
Score: -14791328.000000 Penalty: 5771.017578
	Iteration 99Q: 3 clusters Score -1.479133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -14791324.000000 Penalty: 5771.017578
	Iteration 100F: 3 clusters Score -1.479132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 112241 members 
Entering Unmasked Estep 
Score: -14791328.000000 Penalty: 5771.017578
	Iteration 101Q: 3 clusters Score -1.479133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 112244 members 
Entering Unmasked Estep 
Score: -14791344.000000 Penalty: 5771.017578
	Iteration 102Q: 3 clusters Score -1.479134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -14791330.000000 Penalty: 5771.017578
	Iteration 103Q: 3 clusters Score -1.479133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 112255 members 
Entering Unmasked Estep 
Score: -14791326.000000 Penalty: 5771.017578
	Iteration 104Q: 3 clusters Score -1.479133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -14791337.000000 Penalty: 5771.017578
	Iteration 105Q: 3 clusters Score -1.479134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -14791334.000000 Penalty: 5771.017578
	Iteration 106Q: 3 clusters Score -1.479133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 112260 members 
Entering Unmasked Estep 
Score: -14791324.000000 Penalty: 5771.017578
	Iteration 107Q: 3 clusters Score -1.479132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -14791330.000000 Penalty: 5771.017578
	Iteration 108Q: 3 clusters Score -1.479133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -14791330.000000 Penalty: 5771.017578
	Iteration 109F: 3 clusters Score -1.479133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -310892.031250 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -310892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -307908.406250 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -307908.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -308875.312500 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -308875.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -309207.843750 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -309207.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -309491.062500 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -309491.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -309693.750000 Penalty: 3924.561768
	Iteration 4F: 3 clusters Score -309693.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -309825.781250 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -309825.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -309918.593750 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -309918.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309983.843750 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -309983.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -310018.656250 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -310018.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -310039.875000 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -310039.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -310057.187500 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -310057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -310067.812500 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -310067.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -310077.093750 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -310077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -310081.906250 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -310081.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -310091.718750 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -310091.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310102.812500 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -310102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310113.500000 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -310113.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -310119.593750 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -310119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -310124.750000 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -310124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -310126.656250 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -310126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -310129.093750 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -310129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -310129.937500 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -310129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -310131.718750 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -310131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310134.250000 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -310134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310139.093750 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -310139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -310139.625000 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -310139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310139.906250 Penalty: 3924.561768
	Iteration 26Q: 3 clusters Score -310139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310139.906250 Penalty: 3924.561768
	Iteration 27F: 3 clusters Score -310139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Entering Unmasked Estep 
Score: -11399852.000000 Penalty: 2820.132080
	Iteration 0F: 2 clusters Score -1.139985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -11341697.000000 Penalty: 5640.264160
	Iteration 0F: 3 clusters Score -1.13417e+07 nChanged 40891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -11364977.000000 Penalty: 5640.264160
	Iteration 1F: 3 clusters Score -1.136498e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -11365716.000000 Penalty: 5640.264160
	Iteration 2Q: 3 clusters Score -1.136572e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -11366389.000000 Penalty: 5640.264160
	Iteration 3Q: 3 clusters Score -1.136639e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -11367233.000000 Penalty: 5640.264160
	Iteration 4Q: 3 clusters Score -1.136723e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -11368112.000000 Penalty: 5640.264160
	Iteration 5Q: 3 clusters Score -1.136811e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -11369151.000000 Penalty: 5640.264160
	Iteration 6Q: 3 clusters Score -1.136915e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -11370540.000000 Penalty: 5640.264160
	Iteration 7Q: 3 clusters Score -1.137054e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -11372107.000000 Penalty: 5640.264160
	Iteration 8Q: 3 clusters Score -1.137211e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -11374035.000000 Penalty: 5640.264160
	Iteration 9F: 3 clusters Score -1.137404e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -11376379.000000 Penalty: 5640.264160
	Iteration 10F: 3 clusters Score -1.137638e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -11378924.000000 Penalty: 5640.264160
	Iteration 11F: 3 clusters Score -1.137892e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -11381865.000000 Penalty: 5640.264160
	Iteration 12F: 3 clusters Score -1.138186e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -11385224.000000 Penalty: 5640.264160
	Iteration 13F: 3 clusters Score -1.138522e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -11388573.000000 Penalty: 5640.264160
	Iteration 14F: 3 clusters Score -1.138857e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -11391682.000000 Penalty: 5640.264160
	Iteration 15Q: 3 clusters Score -1.139168e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -11394103.000000 Penalty: 5640.264160
	Iteration 16Q: 3 clusters Score -1.13941e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -11395702.000000 Penalty: 5640.264160
	Iteration 17Q: 3 clusters Score -1.13957e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -11396507.000000 Penalty: 5640.264160
	Iteration 18Q: 3 clusters Score -1.139651e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -11396850.000000 Penalty: 5640.264160
	Iteration 19Q: 3 clusters Score -1.139685e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -11397094.000000 Penalty: 5640.264160
	Iteration 20F: 3 clusters Score -1.139709e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -11397252.000000 Penalty: 5640.264160
	Iteration 21Q: 3 clusters Score -1.139725e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -11397339.000000 Penalty: 5640.264160
	Iteration 22Q: 3 clusters Score -1.139734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -11397393.000000 Penalty: 5640.264160
	Iteration 23Q: 3 clusters Score -1.139739e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -11397432.000000 Penalty: 5640.264160
	Iteration 24Q: 3 clusters Score -1.139743e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -11397480.000000 Penalty: 5640.264160
	Iteration 25Q: 3 clusters Score -1.139748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -11397524.000000 Penalty: 5640.264160
	Iteration 26Q: 3 clusters Score -1.139752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -11397561.000000 Penalty: 5640.264160
	Iteration 27Q: 3 clusters Score -1.139756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -11397589.000000 Penalty: 5640.264160
	Iteration 28Q: 3 clusters Score -1.139759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -11397595.000000 Penalty: 5640.264160
	Iteration 29Q: 3 clusters Score -1.13976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -11397611.000000 Penalty: 5640.264160
	Iteration 30Q: 3 clusters Score -1.139761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -11397599.000000 Penalty: 5640.264160
	Iteration 31Q: 3 clusters Score -1.13976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -11397610.000000 Penalty: 5640.264160
	Iteration 32Q: 3 clusters Score -1.139761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -11397611.000000 Penalty: 5640.264160
	Iteration 33Q: 3 clusters Score -1.139761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -11397606.000000 Penalty: 5640.264160
	Iteration 34Q: 3 clusters Score -1.139761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -11397607.000000 Penalty: 5640.264160
	Iteration 35Q: 3 clusters Score -1.139761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -11397601.000000 Penalty: 5640.264160
	Iteration 36Q: 3 clusters Score -1.13976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -11397601.000000 Penalty: 5640.264160
	Iteration 37F: 3 clusters Score -1.13976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Entering Unmasked Estep 
Score: -1575863.875000 Penalty: 2335.060059
	Iteration 0F: 2 clusters Score -1575864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1566661.625000 Penalty: 4670.120117
	Iteration 0F: 3 clusters Score -1566662 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1569371.750000 Penalty: 4670.120117
	Iteration 1F: 3 clusters Score -1569372 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1569710.750000 Penalty: 4670.120117
	Iteration 2F: 3 clusters Score -1569711 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1570011.750000 Penalty: 4670.120117
	Iteration 3F: 3 clusters Score -1570012 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1570315.250000 Penalty: 4670.120117
	Iteration 4Q: 3 clusters Score -1570315 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1570626.750000 Penalty: 4670.120117
	Iteration 5Q: 3 clusters Score -1570627 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1570980.375000 Penalty: 4670.120117
	Iteration 6Q: 3 clusters Score -1570980 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1571332.625000 Penalty: 4670.120117
	Iteration 7Q: 3 clusters Score -1571333 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1571688.000000 Penalty: 4670.120117
	Iteration 8Q: 3 clusters Score -1571688 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1572035.875000 Penalty: 4670.120117
	Iteration 9Q: 3 clusters Score -1572036 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1572382.250000 Penalty: 4670.120117
	Iteration 10Q: 3 clusters Score -1572382 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1572771.500000 Penalty: 4670.120117
	Iteration 11Q: 3 clusters Score -1572772 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1573236.375000 Penalty: 4670.120117
	Iteration 12Q: 3 clusters Score -1573236 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1573610.750000 Penalty: 4670.120117
	Iteration 13Q: 3 clusters Score -1573611 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1573868.125000 Penalty: 4670.120117
	Iteration 14Q: 3 clusters Score -1573868 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1574129.125000 Penalty: 4670.120117
	Iteration 15Q: 3 clusters Score -1574129 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1574421.125000 Penalty: 4670.120117
	Iteration 16Q: 3 clusters Score -1574421 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1574663.500000 Penalty: 4670.120117
	Iteration 17Q: 3 clusters Score -1574664 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1574867.625000 Penalty: 4670.120117
	Iteration 18Q: 3 clusters Score -1574868 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1575080.875000 Penalty: 4670.120117
	Iteration 19Q: 3 clusters Score -1575081 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1575333.125000 Penalty: 4670.120117
	Iteration 20F: 3 clusters Score -1575333 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1575779.250000 Penalty: 4670.120117
	Iteration 21Q: 3 clusters Score -1575779 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1576376.500000 Penalty: 4670.120117
	Iteration 22Q: 3 clusters Score -1576376 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1576931.000000 Penalty: 4670.120117
	Iteration 23Q: 3 clusters Score -1576931 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1577213.625000 Penalty: 4670.120117
	Iteration 24Q: 3 clusters Score -1577214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1577287.250000 Penalty: 4670.120117
	Iteration 25Q: 3 clusters Score -1577287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1577315.375000 Penalty: 4670.120117
	Iteration 26Q: 3 clusters Score -1577315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1577321.375000 Penalty: 4670.120117
	Iteration 27Q: 3 clusters Score -1577321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1577327.125000 Penalty: 4670.120117
	Iteration 28Q: 3 clusters Score -1577327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1577331.625000 Penalty: 4670.120117
	Iteration 29Q: 3 clusters Score -1577332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1577333.875000 Penalty: 4670.120117
	Iteration 30Q: 3 clusters Score -1577334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1577332.750000 Penalty: 4670.120117
	Iteration 31Q: 3 clusters Score -1577333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1577333.875000 Penalty: 4670.120117
	Iteration 32Q: 3 clusters Score -1577334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1577337.625000 Penalty: 4670.120117
	Iteration 33Q: 3 clusters Score -1577338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1577333.750000 Penalty: 4670.120117
	Iteration 34Q: 3 clusters Score -1577334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1577333.375000 Penalty: 4670.120117
	Iteration 35Q: 3 clusters Score -1577333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1577333.750000 Penalty: 4670.120117
	Iteration 36F: 3 clusters Score -1577334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1577336.000000 Penalty: 4670.120117
	Iteration 37Q: 3 clusters Score -1577336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1577336.000000 Penalty: 4670.120117
	Iteration 38F: 3 clusters Score -1577336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 55780 members 
Mstep: Class 8 contains 162395 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6411 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1068 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 839 members 
Mstep: Class 41 contains 5441 members 
Entering Unmasked Estep 
Score: -111261064.000000 Penalty: 139205.625000
Splitting cluster 19 changes total score from -111260568.000000 to -111261064.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 20 (34687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Entering Unmasked Estep 
Score: -4457040.500000 Penalty: 2592.621826
	Iteration 0F: 2 clusters Score -4457040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -4433472.500000 Penalty: 5185.243652
	Iteration 0F: 3 clusters Score -4433472 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4442145.000000 Penalty: 5185.243652
	Iteration 1F: 3 clusters Score -4442145 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4442804.500000 Penalty: 5185.243652
	Iteration 2F: 3 clusters Score -4442804 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4443646.500000 Penalty: 5185.243652
	Iteration 3F: 3 clusters Score -4443646 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4444732.000000 Penalty: 5185.243652
	Iteration 4F: 3 clusters Score -4444732 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4446217.000000 Penalty: 5185.243652
	Iteration 5F: 3 clusters Score -4446217 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -4448073.500000 Penalty: 5185.243652
	Iteration 6F: 3 clusters Score -4448074 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4450130.000000 Penalty: 5185.243652
	Iteration 7F: 3 clusters Score -4450130 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4451831.000000 Penalty: 5185.243652
	Iteration 8F: 3 clusters Score -4451831 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4453270.000000 Penalty: 5185.243652
	Iteration 9Q: 3 clusters Score -4453270 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4454079.000000 Penalty: 5185.243652
	Iteration 10Q: 3 clusters Score -4454079 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4454418.500000 Penalty: 5185.243652
	Iteration 11Q: 3 clusters Score -4454418 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4454613.000000 Penalty: 5185.243652
	Iteration 12Q: 3 clusters Score -4454613 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4454759.000000 Penalty: 5185.243652
	Iteration 13Q: 3 clusters Score -4454759 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4454865.500000 Penalty: 5185.243652
	Iteration 14Q: 3 clusters Score -4454866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4454994.000000 Penalty: 5185.243652
	Iteration 15Q: 3 clusters Score -4454994 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -4455090.000000 Penalty: 5185.243652
	Iteration 16Q: 3 clusters Score -4455090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4455207.000000 Penalty: 5185.243652
	Iteration 17Q: 3 clusters Score -4455207 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -4455278.000000 Penalty: 5185.243652
	Iteration 18Q: 3 clusters Score -4455278 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4455321.000000 Penalty: 5185.243652
	Iteration 19Q: 3 clusters Score -4455321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4455356.000000 Penalty: 5185.243652
	Iteration 20F: 3 clusters Score -4455356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4455368.000000 Penalty: 5185.243652
	Iteration 21Q: 3 clusters Score -4455368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4455386.000000 Penalty: 5185.243652
	Iteration 22Q: 3 clusters Score -4455386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -4455405.000000 Penalty: 5185.243652
	Iteration 23Q: 3 clusters Score -4455405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4455416.500000 Penalty: 5185.243652
	Iteration 24Q: 3 clusters Score -4455416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4455429.000000 Penalty: 5185.243652
	Iteration 25Q: 3 clusters Score -4455429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4455431.500000 Penalty: 5185.243652
	Iteration 26Q: 3 clusters Score -4455432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4455442.500000 Penalty: 5185.243652
	Iteration 27Q: 3 clusters Score -4455442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4455439.500000 Penalty: 5185.243652
	Iteration 28Q: 3 clusters Score -4455440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4455447.000000 Penalty: 5185.243652
	Iteration 29Q: 3 clusters Score -4455447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4455448.000000 Penalty: 5185.243652
	Iteration 30Q: 3 clusters Score -4455448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4455448.500000 Penalty: 5185.243652
	Iteration 31Q: 3 clusters Score -4455448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4455443.500000 Penalty: 5185.243652
	Iteration 32Q: 3 clusters Score -4455444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4455444.000000 Penalty: 5185.243652
	Iteration 33Q: 3 clusters Score -4455444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4455446.000000 Penalty: 5185.243652
	Iteration 34Q: 3 clusters Score -4455446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4455447.000000 Penalty: 5185.243652
	Iteration 35Q: 3 clusters Score -4455447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4455442.500000 Penalty: 5185.243652
	Iteration 36Q: 3 clusters Score -4455442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4455450.500000 Penalty: 5185.243652
	Iteration 37Q: 3 clusters Score -4455450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -4455458.500000 Penalty: 5185.243652
	Iteration 38Q: 3 clusters Score -4455458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4455463.000000 Penalty: 5185.243652
	Iteration 39Q: 3 clusters Score -4455463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4455456.000000 Penalty: 5185.243652
	Iteration 40F: 3 clusters Score -4455456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4455460.500000 Penalty: 5185.243652
	Iteration 41Q: 3 clusters Score -4455460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4455458.500000 Penalty: 5185.243652
	Iteration 42Q: 3 clusters Score -4455458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4455456.500000 Penalty: 5185.243652
	Iteration 43Q: 3 clusters Score -4455456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4455453.500000 Penalty: 5185.243652
	Iteration 44Q: 3 clusters Score -4455454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4455453.000000 Penalty: 5185.243652
	Iteration 45Q: 3 clusters Score -4455453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4455452.000000 Penalty: 5185.243652
	Iteration 46Q: 3 clusters Score -4455452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -4455451.000000 Penalty: 5185.243652
	Iteration 47Q: 3 clusters Score -4455451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -4455449.000000 Penalty: 5185.243652
	Iteration 48Q: 3 clusters Score -4455449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4455447.500000 Penalty: 5185.243652
	Iteration 49Q: 3 clusters Score -4455448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4455447.000000 Penalty: 5185.243652
	Iteration 50Q: 3 clusters Score -4455447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4455447.000000 Penalty: 5185.243652
	Iteration 51Q: 3 clusters Score -4455447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4455447.000000 Penalty: 5185.243652
	Iteration 52F: 3 clusters Score -4455447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -638355.562500 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -638355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -633734.000000 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -633734 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -634916.250000 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -634916.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -635186.000000 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -635186 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -635402.875000 Penalty: 4246.265625
	Iteration 3F: 3 clusters Score -635402.9 nChanged 252
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: -635601.187500 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -635601.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -635776.000000 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -635776 nChanged 199
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: -635921.875000 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -635921.9 nChanged 194
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: -636062.437500 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -636062.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -636205.312500 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -636205.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -636356.125000 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -636356.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -636515.000000 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -636515 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -636653.875000 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -636653.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -636757.312500 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -636757.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -636827.187500 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -636827.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -636874.937500 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -636874.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -636917.500000 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -636917.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -636957.875000 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -636957.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -637004.125000 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -637004.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -637063.250000 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -637063.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -637154.437500 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -637154.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -637267.687500 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -637267.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -637403.187500 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -637403.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -637509.687500 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -637509.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -637595.937500 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -637595.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -637668.687500 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -637668.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -637743.500000 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -637743.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -637798.312500 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -637798.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -637846.062500 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -637846.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -637887.750000 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -637887.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -637909.187500 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -637909.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -637927.250000 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -637927.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -637942.000000 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -637942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -637957.750000 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -637957.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -637979.312500 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -637979.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -638003.187500 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -638003.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -638033.000000 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -638033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -638071.062500 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -638071.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -638123.937500 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -638123.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -638157.375000 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -638157.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -638187.062500 Penalty: 4246.265625
	Iteration 39Q: 3 clusters Score -638187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -638206.937500 Penalty: 4246.265625
	Iteration 40F: 3 clusters Score -638206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -638216.250000 Penalty: 4246.265625
	Iteration 41Q: 3 clusters Score -638216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -638221.687500 Penalty: 4246.265625
	Iteration 42Q: 3 clusters Score -638221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -638223.937500 Penalty: 4246.265625
	Iteration 43Q: 3 clusters Score -638223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -638223.937500 Penalty: 4246.265625
	Iteration 44F: 3 clusters Score -638223.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Entering Unmasked Estep 
Score: -1263717.375000 Penalty: 2275.226074
	Iteration 0F: 2 clusters Score -1263717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1256171.125000 Penalty: 4550.452148
	Iteration 0F: 3 clusters Score -1256171 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1258495.000000 Penalty: 4550.452148
	Iteration 1F: 3 clusters Score -1258495 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1258959.375000 Penalty: 4550.452148
	Iteration 2F: 3 clusters Score -1258959 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1259539.375000 Penalty: 4550.452148
	Iteration 3F: 3 clusters Score -1259539 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1260304.375000 Penalty: 4550.452148
	Iteration 4F: 3 clusters Score -1260304 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1261231.750000 Penalty: 4550.452148
	Iteration 5F: 3 clusters Score -1261232 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1261985.000000 Penalty: 4550.452148
	Iteration 6F: 3 clusters Score -1261985 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1262456.625000 Penalty: 4550.452148
	Iteration 7F: 3 clusters Score -1262457 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1262710.625000 Penalty: 4550.452148
	Iteration 8Q: 3 clusters Score -1262711 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1262819.125000 Penalty: 4550.452148
	Iteration 9Q: 3 clusters Score -1262819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1262884.750000 Penalty: 4550.452148
	Iteration 10Q: 3 clusters Score -1262885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1262934.500000 Penalty: 4550.452148
	Iteration 11Q: 3 clusters Score -1262934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1262962.500000 Penalty: 4550.452148
	Iteration 12Q: 3 clusters Score -1262962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1262982.375000 Penalty: 4550.452148
	Iteration 13Q: 3 clusters Score -1262982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1262996.000000 Penalty: 4550.452148
	Iteration 14Q: 3 clusters Score -1262996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1263002.500000 Penalty: 4550.452148
	Iteration 15Q: 3 clusters Score -1263002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1263011.750000 Penalty: 4550.452148
	Iteration 16Q: 3 clusters Score -1263012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1263016.875000 Penalty: 4550.452148
	Iteration 17Q: 3 clusters Score -1263017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1263023.625000 Penalty: 4550.452148
	Iteration 18Q: 3 clusters Score -1263024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1263027.875000 Penalty: 4550.452148
	Iteration 19Q: 3 clusters Score -1263028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1263034.000000 Penalty: 4550.452148
	Iteration 20F: 3 clusters Score -1263034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1263034.375000 Penalty: 4550.452148
	Iteration 21Q: 3 clusters Score -1263034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1263040.875000 Penalty: 4550.452148
	Iteration 22Q: 3 clusters Score -1263041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1263044.375000 Penalty: 4550.452148
	Iteration 23Q: 3 clusters Score -1263044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1263049.875000 Penalty: 4550.452148
	Iteration 24Q: 3 clusters Score -1263050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1263053.125000 Penalty: 4550.452148
	Iteration 25Q: 3 clusters Score -1263053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1263057.250000 Penalty: 4550.452148
	Iteration 26Q: 3 clusters Score -1263057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1263059.250000 Penalty: 4550.452148
	Iteration 27Q: 3 clusters Score -1263059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1263061.500000 Penalty: 4550.452148
	Iteration 28Q: 3 clusters Score -1263062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1263072.375000 Penalty: 4550.452148
	Iteration 29Q: 3 clusters Score -1263072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1263074.625000 Penalty: 4550.452148
	Iteration 30Q: 3 clusters Score -1263075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1263083.375000 Penalty: 4550.452148
	Iteration 31Q: 3 clusters Score -1263083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1263091.375000 Penalty: 4550.452148
	Iteration 32Q: 3 clusters Score -1263091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1263102.125000 Penalty: 4550.452148
	Iteration 33Q: 3 clusters Score -1263102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1263118.375000 Penalty: 4550.452148
	Iteration 34Q: 3 clusters Score -1263118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1263134.250000 Penalty: 4550.452148
	Iteration 35Q: 3 clusters Score -1263134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1263142.750000 Penalty: 4550.452148
	Iteration 36Q: 3 clusters Score -1263143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1263165.375000 Penalty: 4550.452148
	Iteration 37Q: 3 clusters Score -1263165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1263185.750000 Penalty: 4550.452148
	Iteration 38Q: 3 clusters Score -1263186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1263213.125000 Penalty: 4550.452148
	Iteration 39Q: 3 clusters Score -1263213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1263249.250000 Penalty: 4550.452148
	Iteration 40F: 3 clusters Score -1263249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1263301.250000 Penalty: 4550.452148
	Iteration 41Q: 3 clusters Score -1263301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1263337.000000 Penalty: 4550.452148
	Iteration 42Q: 3 clusters Score -1263337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1263358.750000 Penalty: 4550.452148
	Iteration 43Q: 3 clusters Score -1263359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1263373.875000 Penalty: 4550.452148
	Iteration 44Q: 3 clusters Score -1263374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1263385.375000 Penalty: 4550.452148
	Iteration 45Q: 3 clusters Score -1263385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1263397.625000 Penalty: 4550.452148
	Iteration 46Q: 3 clusters Score -1263398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1263401.375000 Penalty: 4550.452148
	Iteration 47Q: 3 clusters Score -1263401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1263404.000000 Penalty: 4550.452148
	Iteration 48Q: 3 clusters Score -1263404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1263401.125000 Penalty: 4550.452148
	Iteration 49Q: 3 clusters Score -1263401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1263399.125000 Penalty: 4550.452148
	Iteration 50Q: 3 clusters Score -1263399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1263399.125000 Penalty: 4550.452148
	Iteration 51F: 3 clusters Score -1263399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -425523.031250 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -425523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -422058.968750 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -422059 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -422793.875000 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -422793.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -422970.125000 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -422970.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -423101.718750 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -423101.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -423194.843750 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -423194.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -423260.687500 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -423260.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -423322.750000 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -423322.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -423386.062500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -423386.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -423433.343750 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -423433.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -423458.906250 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -423458.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -423481.187500 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -423481.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -423502.781250 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -423502.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -423520.187500 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -423520.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -423538.250000 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -423538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -423559.937500 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -423559.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -423581.500000 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -423581.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -423597.531250 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -423597.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -423612.968750 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -423613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -423627.062500 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -423627.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -423644.843750 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -423644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -423665.218750 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -423665.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -423689.125000 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -423689.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -423707.281250 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -423707.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -423738.312500 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -423738.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -423758.281250 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -423758.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -423774.468750 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -423774.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -423801.687500 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -423801.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -423826.250000 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -423826.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -423841.343750 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -423841.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -423859.250000 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -423859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -423873.468750 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -423873.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -423884.062500 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -423884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -423889.468750 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -423889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -423897.156250 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -423897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -423904.187500 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -423904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -423911.343750 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -423911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -423916.531250 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -423916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -423928.062500 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -423928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -423939.625000 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -423939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -423946.625000 Penalty: 4019.633301
	Iteration 39Q: 3 clusters Score -423946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -423953.468750 Penalty: 4019.633301
	Iteration 40F: 3 clusters Score -423953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -423956.375000 Penalty: 4019.633301
	Iteration 41Q: 3 clusters Score -423956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -423959.156250 Penalty: 4019.633301
	Iteration 42Q: 3 clusters Score -423959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -423960.000000 Penalty: 4019.633301
	Iteration 43Q: 3 clusters Score -423960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -423963.156250 Penalty: 4019.633301
	Iteration 44Q: 3 clusters Score -423963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -423963.562500 Penalty: 4019.633301
	Iteration 45Q: 3 clusters Score -423963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -423965.312500 Penalty: 4019.633301
	Iteration 46Q: 3 clusters Score -423965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -423967.093750 Penalty: 4019.633301
	Iteration 47Q: 3 clusters Score -423967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -423967.781250 Penalty: 4019.633301
	Iteration 48Q: 3 clusters Score -423967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -423969.812500 Penalty: 4019.633301
	Iteration 49Q: 3 clusters Score -423969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -423972.031250 Penalty: 4019.633301
	Iteration 50Q: 3 clusters Score -423972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -423973.875000 Penalty: 4019.633301
	Iteration 51Q: 3 clusters Score -423973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -423974.593750 Penalty: 4019.633301
	Iteration 52Q: 3 clusters Score -423974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -423978.406250 Penalty: 4019.633301
	Iteration 53Q: 3 clusters Score -423978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -423981.875000 Penalty: 4019.633301
	Iteration 54Q: 3 clusters Score -423981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -423985.437500 Penalty: 4019.633301
	Iteration 55Q: 3 clusters Score -423985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -423985.437500 Penalty: 4019.633301
	Iteration 56F: 3 clusters Score -423985.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -231962.234375 Penalty: 1856.819092
	Iteration 0F: 2 clusters Score -231962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229506.812500 Penalty: 3713.638184
	Iteration 0F: 3 clusters Score -229506.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229949.140625 Penalty: 3713.638184
	Iteration 1F: 3 clusters Score -229949.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230077.765625 Penalty: 3713.638184
	Iteration 2F: 3 clusters Score -230077.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -230129.937500 Penalty: 3713.638184
	Iteration 3Q: 3 clusters Score -230129.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -230162.937500 Penalty: 3713.638184
	Iteration 4Q: 3 clusters Score -230162.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230186.593750 Penalty: 3713.638184
	Iteration 5Q: 3 clusters Score -230186.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -230198.593750 Penalty: 3713.638184
	Iteration 6Q: 3 clusters Score -230198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -230205.875000 Penalty: 3713.638184
	Iteration 7Q: 3 clusters Score -230205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -230214.015625 Penalty: 3713.638184
	Iteration 8Q: 3 clusters Score -230214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -230220.843750 Penalty: 3713.638184
	Iteration 9Q: 3 clusters Score -230220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -230225.281250 Penalty: 3713.638184
	Iteration 10Q: 3 clusters Score -230225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -230227.140625 Penalty: 3713.638184
	Iteration 11Q: 3 clusters Score -230227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -230228.328125 Penalty: 3713.638184
	Iteration 12Q: 3 clusters Score -230228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -230228.843750 Penalty: 3713.638184
	Iteration 13Q: 3 clusters Score -230228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -230229.984375 Penalty: 3713.638184
	Iteration 14Q: 3 clusters Score -230230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230230.546875 Penalty: 3713.638184
	Iteration 15Q: 3 clusters Score -230230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -230231.531250 Penalty: 3713.638184
	Iteration 16Q: 3 clusters Score -230231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -230231.531250 Penalty: 3713.638184
	Iteration 17F: 3 clusters Score -230231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -813888.125000 Penalty: 2167.960449
	Iteration 0F: 2 clusters Score -813888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -808512.437500 Penalty: 4335.920898
	Iteration 0F: 3 clusters Score -808512.4 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -809835.500000 Penalty: 4335.920898
	Iteration 1F: 3 clusters Score -809835.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -810084.875000 Penalty: 4335.920898
	Iteration 2F: 3 clusters Score -810084.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -810234.812500 Penalty: 4335.920898
	Iteration 3F: 3 clusters Score -810234.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -810339.562500 Penalty: 4335.920898
	Iteration 4Q: 3 clusters Score -810339.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -810418.250000 Penalty: 4335.920898
	Iteration 5Q: 3 clusters Score -810418.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -810476.750000 Penalty: 4335.920898
	Iteration 6Q: 3 clusters Score -810476.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -810532.812500 Penalty: 4335.920898
	Iteration 7Q: 3 clusters Score -810532.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -810570.125000 Penalty: 4335.920898
	Iteration 8Q: 3 clusters Score -810570.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -810598.500000 Penalty: 4335.920898
	Iteration 9Q: 3 clusters Score -810598.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -810633.062500 Penalty: 4335.920898
	Iteration 10Q: 3 clusters Score -810633.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -810677.937500 Penalty: 4335.920898
	Iteration 11Q: 3 clusters Score -810677.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -810717.687500 Penalty: 4335.920898
	Iteration 12Q: 3 clusters Score -810717.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -810746.687500 Penalty: 4335.920898
	Iteration 13Q: 3 clusters Score -810746.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -810779.312500 Penalty: 4335.920898
	Iteration 14Q: 3 clusters Score -810779.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -810821.250000 Penalty: 4335.920898
	Iteration 15Q: 3 clusters Score -810821.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -810873.937500 Penalty: 4335.920898
	Iteration 16Q: 3 clusters Score -810873.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -810924.000000 Penalty: 4335.920898
	Iteration 17Q: 3 clusters Score -810924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -810965.562500 Penalty: 4335.920898
	Iteration 18Q: 3 clusters Score -810965.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -811012.437500 Penalty: 4335.920898
	Iteration 19Q: 3 clusters Score -811012.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -811059.125000 Penalty: 4335.920898
	Iteration 20F: 3 clusters Score -811059.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -811108.000000 Penalty: 4335.920898
	Iteration 21Q: 3 clusters Score -811108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -811196.187500 Penalty: 4335.920898
	Iteration 22Q: 3 clusters Score -811196.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -811302.687500 Penalty: 4335.920898
	Iteration 23Q: 3 clusters Score -811302.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -811411.750000 Penalty: 4335.920898
	Iteration 24Q: 3 clusters Score -811411.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -811569.437500 Penalty: 4335.920898
	Iteration 25Q: 3 clusters Score -811569.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -811795.187500 Penalty: 4335.920898
	Iteration 26Q: 3 clusters Score -811795.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -812021.187500 Penalty: 4335.920898
	Iteration 27Q: 3 clusters Score -812021.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -812307.187500 Penalty: 4335.920898
	Iteration 28Q: 3 clusters Score -812307.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -812628.500000 Penalty: 4335.920898
	Iteration 29Q: 3 clusters Score -812628.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -812882.250000 Penalty: 4335.920898
	Iteration 30Q: 3 clusters Score -812882.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -813008.562500 Penalty: 4335.920898
	Iteration 31Q: 3 clusters Score -813008.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -813080.312500 Penalty: 4335.920898
	Iteration 32Q: 3 clusters Score -813080.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -813124.687500 Penalty: 4335.920898
	Iteration 33Q: 3 clusters Score -813124.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -813144.187500 Penalty: 4335.920898
	Iteration 34Q: 3 clusters Score -813144.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -813157.000000 Penalty: 4335.920898
	Iteration 35Q: 3 clusters Score -813157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -813164.250000 Penalty: 4335.920898
	Iteration 36Q: 3 clusters Score -813164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -813167.250000 Penalty: 4335.920898
	Iteration 37Q: 3 clusters Score -813167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -813167.812500 Penalty: 4335.920898
	Iteration 38Q: 3 clusters Score -813167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -813172.250000 Penalty: 4335.920898
	Iteration 39Q: 3 clusters Score -813172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -813173.937500 Penalty: 4335.920898
	Iteration 40F: 3 clusters Score -813173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -813173.812500 Penalty: 4335.920898
	Iteration 41Q: 3 clusters Score -813173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -813175.312500 Penalty: 4335.920898
	Iteration 42Q: 3 clusters Score -813175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -813174.875000 Penalty: 4335.920898
	Iteration 43Q: 3 clusters Score -813174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -813175.375000 Penalty: 4335.920898
	Iteration 44Q: 3 clusters Score -813175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -813176.062500 Penalty: 4335.920898
	Iteration 45Q: 3 clusters Score -813176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -813176.687500 Penalty: 4335.920898
	Iteration 46Q: 3 clusters Score -813176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -813177.125000 Penalty: 4335.920898
	Iteration 47Q: 3 clusters Score -813177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -813179.625000 Penalty: 4335.920898
	Iteration 48Q: 3 clusters Score -813179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -813182.687500 Penalty: 4335.920898
	Iteration 49Q: 3 clusters Score -813182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -813181.812500 Penalty: 4335.920898
	Iteration 50Q: 3 clusters Score -813181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -813183.187500 Penalty: 4335.920898
	Iteration 51Q: 3 clusters Score -813183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -813184.000000 Penalty: 4335.920898
	Iteration 52Q: 3 clusters Score -813184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -813183.562500 Penalty: 4335.920898
	Iteration 53Q: 3 clusters Score -813183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -813183.562500 Penalty: 4335.920898
	Iteration 54F: 3 clusters Score -813183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -70134.453125 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -70134.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68572.351562 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -68572.35 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68919.609375 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -68919.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69160.742188 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -69160.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69343.843750 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -69343.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69462.250000 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -69462.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -69557.281250 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -69557.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69630.617188 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -69630.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69731.757812 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -69731.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69755.156250 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -69755.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69779.484375 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -69779.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -69801.835938 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -69801.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -69825.773438 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -69825.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69876.570312 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -69876.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -70014.281250 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -70014.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70330.851562 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -70330.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70360.945312 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -70360.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70366.492188 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -70366.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70371.609375 Penalty: 3169.559326
	Iteration 17F: 3 clusters Score -70371.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70384.796875 Penalty: 3169.559326
	Iteration 18Q: 3 clusters Score -70384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -70399.914062 Penalty: 3169.559326
	Iteration 19Q: 3 clusters Score -70399.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -70399.914062 Penalty: 3169.559326
	Iteration 20F: 3 clusters Score -70399.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 55780 members 
Mstep: Class 8 contains 162395 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 6411 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1068 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 839 members 
Mstep: Class 41 contains 5441 members 
Mstep: Class 42 contains 174 members 
Entering Unmasked Estep 
Score: -111259416.000000 Penalty: 142600.890625
Splitting cluster 26 changes total score from -111260568.000000 to -111259416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (39030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Entering Unmasked Estep 
Score: -4774036.500000 Penalty: 2621.877441
	Iteration 0F: 2 clusters Score -4774036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4747631.000000 Penalty: 5243.754883
	Iteration 0F: 3 clusters Score -4747631 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4757461.500000 Penalty: 5243.754883
	Iteration 1F: 3 clusters Score -4757462 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4758580.000000 Penalty: 5243.754883
	Iteration 2F: 3 clusters Score -4758580 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4759921.500000 Penalty: 5243.754883
	Iteration 3F: 3 clusters Score -4759922 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4761516.500000 Penalty: 5243.754883
	Iteration 4F: 3 clusters Score -4761516 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4763477.500000 Penalty: 5243.754883
	Iteration 5F: 3 clusters Score -4763478 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4765515.000000 Penalty: 5243.754883
	Iteration 6F: 3 clusters Score -4765515 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4767367.500000 Penalty: 5243.754883
	Iteration 7F: 3 clusters Score -4767368 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4768844.000000 Penalty: 5243.754883
	Iteration 8Q: 3 clusters Score -4768844 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4769919.500000 Penalty: 5243.754883
	Iteration 9Q: 3 clusters Score -4769920 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4770709.500000 Penalty: 5243.754883
	Iteration 10Q: 3 clusters Score -4770710 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4771245.500000 Penalty: 5243.754883
	Iteration 11Q: 3 clusters Score -4771246 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4771594.500000 Penalty: 5243.754883
	Iteration 12Q: 3 clusters Score -4771594 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4771840.500000 Penalty: 5243.754883
	Iteration 13Q: 3 clusters Score -4771840 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4772005.500000 Penalty: 5243.754883
	Iteration 14Q: 3 clusters Score -4772006 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4772092.000000 Penalty: 5243.754883
	Iteration 15Q: 3 clusters Score -4772092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4772152.500000 Penalty: 5243.754883
	Iteration 16Q: 3 clusters Score -4772152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4772198.000000 Penalty: 5243.754883
	Iteration 17Q: 3 clusters Score -4772198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4772230.000000 Penalty: 5243.754883
	Iteration 18Q: 3 clusters Score -4772230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4772243.000000 Penalty: 5243.754883
	Iteration 19Q: 3 clusters Score -4772243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4772267.500000 Penalty: 5243.754883
	Iteration 20F: 3 clusters Score -4772268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4772271.500000 Penalty: 5243.754883
	Iteration 21Q: 3 clusters Score -4772272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4772287.500000 Penalty: 5243.754883
	Iteration 22Q: 3 clusters Score -4772288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4772296.500000 Penalty: 5243.754883
	Iteration 23Q: 3 clusters Score -4772296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4772297.000000 Penalty: 5243.754883
	Iteration 24Q: 3 clusters Score -4772297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4772303.000000 Penalty: 5243.754883
	Iteration 25Q: 3 clusters Score -4772303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4772314.500000 Penalty: 5243.754883
	Iteration 26Q: 3 clusters Score -4772314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4772316.500000 Penalty: 5243.754883
	Iteration 27Q: 3 clusters Score -4772316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4772317.000000 Penalty: 5243.754883
	Iteration 28Q: 3 clusters Score -4772317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -4772317.500000 Penalty: 5243.754883
	Iteration 29Q: 3 clusters Score -4772318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -4772318.500000 Penalty: 5243.754883
	Iteration 30Q: 3 clusters Score -4772318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4772319.000000 Penalty: 5243.754883
	Iteration 31Q: 3 clusters Score -4772319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4772319.000000 Penalty: 5243.754883
	Iteration 32F: 3 clusters Score -4772319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Entering Unmasked Estep 
Score: -1820446.375000 Penalty: 2383.841797
	Iteration 0F: 2 clusters Score -1820446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1809628.250000 Penalty: 4767.683594
	Iteration 0F: 3 clusters Score -1809628 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1813372.375000 Penalty: 4767.683594
	Iteration 1F: 3 clusters Score -1813372 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1813963.500000 Penalty: 4767.683594
	Iteration 2F: 3 clusters Score -1813964 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1814524.375000 Penalty: 4767.683594
	Iteration 3F: 3 clusters Score -1814524 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1815016.375000 Penalty: 4767.683594
	Iteration 4F: 3 clusters Score -1815016 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1815497.375000 Penalty: 4767.683594
	Iteration 5F: 3 clusters Score -1815497 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1815905.875000 Penalty: 4767.683594
	Iteration 6Q: 3 clusters Score -1815906 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1816300.000000 Penalty: 4767.683594
	Iteration 7Q: 3 clusters Score -1816300 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1816663.875000 Penalty: 4767.683594
	Iteration 8Q: 3 clusters Score -1816664 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1816983.000000 Penalty: 4767.683594
	Iteration 9Q: 3 clusters Score -1816983 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1817270.250000 Penalty: 4767.683594
	Iteration 10Q: 3 clusters Score -1817270 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1817489.875000 Penalty: 4767.683594
	Iteration 11Q: 3 clusters Score -1817490 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1817693.750000 Penalty: 4767.683594
	Iteration 12Q: 3 clusters Score -1817694 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1817857.625000 Penalty: 4767.683594
	Iteration 13Q: 3 clusters Score -1817858 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1817995.125000 Penalty: 4767.683594
	Iteration 14Q: 3 clusters Score -1817995 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1818091.125000 Penalty: 4767.683594
	Iteration 15Q: 3 clusters Score -1818091 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1818146.625000 Penalty: 4767.683594
	Iteration 16Q: 3 clusters Score -1818147 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1818170.500000 Penalty: 4767.683594
	Iteration 17Q: 3 clusters Score -1818170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1818199.625000 Penalty: 4767.683594
	Iteration 18Q: 3 clusters Score -1818200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1818222.500000 Penalty: 4767.683594
	Iteration 19Q: 3 clusters Score -1818222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1818241.375000 Penalty: 4767.683594
	Iteration 20F: 3 clusters Score -1818241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1818245.375000 Penalty: 4767.683594
	Iteration 21Q: 3 clusters Score -1818245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1818258.000000 Penalty: 4767.683594
	Iteration 22Q: 3 clusters Score -1818258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1818268.375000 Penalty: 4767.683594
	Iteration 23Q: 3 clusters Score -1818268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1818276.000000 Penalty: 4767.683594
	Iteration 24Q: 3 clusters Score -1818276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1818284.250000 Penalty: 4767.683594
	Iteration 25Q: 3 clusters Score -1818284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1818288.000000 Penalty: 4767.683594
	Iteration 26Q: 3 clusters Score -1818288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1818291.875000 Penalty: 4767.683594
	Iteration 27Q: 3 clusters Score -1818292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1818290.750000 Penalty: 4767.683594
	Iteration 28Q: 3 clusters Score -1818291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1818294.250000 Penalty: 4767.683594
	Iteration 29Q: 3 clusters Score -1818294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1818303.625000 Penalty: 4767.683594
	Iteration 30Q: 3 clusters Score -1818304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1818304.750000 Penalty: 4767.683594
	Iteration 31Q: 3 clusters Score -1818305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1818305.125000 Penalty: 4767.683594
	Iteration 32Q: 3 clusters Score -1818305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1818312.375000 Penalty: 4767.683594
	Iteration 33Q: 3 clusters Score -1818312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1818314.250000 Penalty: 4767.683594
	Iteration 34Q: 3 clusters Score -1818314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1818313.375000 Penalty: 4767.683594
	Iteration 35Q: 3 clusters Score -1818313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1818320.375000 Penalty: 4767.683594
	Iteration 36Q: 3 clusters Score -1818320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1818326.000000 Penalty: 4767.683594
	Iteration 37Q: 3 clusters Score -1818326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1818331.625000 Penalty: 4767.683594
	Iteration 38Q: 3 clusters Score -1818332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1818334.500000 Penalty: 4767.683594
	Iteration 39Q: 3 clusters Score -1818334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1818340.625000 Penalty: 4767.683594
	Iteration 40F: 3 clusters Score -1818341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1818339.625000 Penalty: 4767.683594
	Iteration 41Q: 3 clusters Score -1818340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1818344.375000 Penalty: 4767.683594
	Iteration 42Q: 3 clusters Score -1818344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1818346.875000 Penalty: 4767.683594
	Iteration 43Q: 3 clusters Score -1818347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1818350.250000 Penalty: 4767.683594
	Iteration 44Q: 3 clusters Score -1818350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1818352.875000 Penalty: 4767.683594
	Iteration 45Q: 3 clusters Score -1818353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1818355.375000 Penalty: 4767.683594
	Iteration 46Q: 3 clusters Score -1818355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1818361.375000 Penalty: 4767.683594
	Iteration 47Q: 3 clusters Score -1818361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1818370.625000 Penalty: 4767.683594
	Iteration 48Q: 3 clusters Score -1818371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1818374.500000 Penalty: 4767.683594
	Iteration 49Q: 3 clusters Score -1818374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1818378.500000 Penalty: 4767.683594
	Iteration 50Q: 3 clusters Score -1818378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1818391.750000 Penalty: 4767.683594
	Iteration 51Q: 3 clusters Score -1818392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1818395.000000 Penalty: 4767.683594
	Iteration 52Q: 3 clusters Score -1818395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1818396.750000 Penalty: 4767.683594
	Iteration 53Q: 3 clusters Score -1818397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1818403.000000 Penalty: 4767.683594
	Iteration 54Q: 3 clusters Score -1818403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1818402.000000 Penalty: 4767.683594
	Iteration 55Q: 3 clusters Score -1818402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1818405.750000 Penalty: 4767.683594
	Iteration 56Q: 3 clusters Score -1818406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1818412.875000 Penalty: 4767.683594
	Iteration 57Q: 3 clusters Score -1818413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1818419.000000 Penalty: 4767.683594
	Iteration 58Q: 3 clusters Score -1818419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1818439.625000 Penalty: 4767.683594
	Iteration 59Q: 3 clusters Score -1818440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1818446.375000 Penalty: 4767.683594
	Iteration 60F: 3 clusters Score -1818446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1818456.000000 Penalty: 4767.683594
	Iteration 61Q: 3 clusters Score -1818456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1818464.125000 Penalty: 4767.683594
	Iteration 62Q: 3 clusters Score -1818464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1818470.000000 Penalty: 4767.683594
	Iteration 63Q: 3 clusters Score -1818470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1818478.250000 Penalty: 4767.683594
	Iteration 64Q: 3 clusters Score -1818478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1818481.500000 Penalty: 4767.683594
	Iteration 65Q: 3 clusters Score -1818482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1818490.000000 Penalty: 4767.683594
	Iteration 66Q: 3 clusters Score -1818490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1818495.000000 Penalty: 4767.683594
	Iteration 67Q: 3 clusters Score -1818495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1818502.500000 Penalty: 4767.683594
	Iteration 68Q: 3 clusters Score -1818502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1818505.250000 Penalty: 4767.683594
	Iteration 69Q: 3 clusters Score -1818505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1818514.625000 Penalty: 4767.683594
	Iteration 70Q: 3 clusters Score -1818515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1818521.500000 Penalty: 4767.683594
	Iteration 71Q: 3 clusters Score -1818522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1818524.375000 Penalty: 4767.683594
	Iteration 72Q: 3 clusters Score -1818524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1818530.625000 Penalty: 4767.683594
	Iteration 73Q: 3 clusters Score -1818531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1818535.875000 Penalty: 4767.683594
	Iteration 74Q: 3 clusters Score -1818536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1818536.375000 Penalty: 4767.683594
	Iteration 75Q: 3 clusters Score -1818536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1818542.250000 Penalty: 4767.683594
	Iteration 76Q: 3 clusters Score -1818542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1818545.500000 Penalty: 4767.683594
	Iteration 77Q: 3 clusters Score -1818546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1818547.625000 Penalty: 4767.683594
	Iteration 78Q: 3 clusters Score -1818548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1818552.125000 Penalty: 4767.683594
	Iteration 79Q: 3 clusters Score -1818552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1818550.750000 Penalty: 4767.683594
	Iteration 80F: 3 clusters Score -1818551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1818553.875000 Penalty: 4767.683594
	Iteration 81Q: 3 clusters Score -1818554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1818554.250000 Penalty: 4767.683594
	Iteration 82Q: 3 clusters Score -1818554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1818554.500000 Penalty: 4767.683594
	Iteration 83Q: 3 clusters Score -1818554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1818554.500000 Penalty: 4767.683594
	Iteration 84F: 3 clusters Score -1818554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -801116.312500 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -801116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -795775.375000 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -795775.4 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -797254.750000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -797254.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -797660.687500 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -797660.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -798170.437500 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -798170.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -798960.875000 Penalty: 4347.822266
	Iteration 4F: 3 clusters Score -798960.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -799849.312500 Penalty: 4347.822266
	Iteration 5F: 3 clusters Score -799849.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -800425.062500 Penalty: 4347.822266
	Iteration 6F: 3 clusters Score -800425.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -800931.687500 Penalty: 4347.822266
	Iteration 7F: 3 clusters Score -800931.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -801380.000000 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -801380 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -801705.500000 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -801705.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -801861.750000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -801861.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -801919.562500 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -801919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -801929.687500 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -801929.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -801934.250000 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -801934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -801935.937500 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -801935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -801938.187500 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -801938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -801941.250000 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -801941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -801942.625000 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -801942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -801945.250000 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -801945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -801946.312500 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -801946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -801946.437500 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -801946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -801948.937500 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -801948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -801948.187500 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -801948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -801951.562500 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -801951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -801950.500000 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -801950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -801951.750000 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -801951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -801950.750000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -801950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -801952.875000 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -801952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -801952.125000 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -801952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -801952.125000 Penalty: 4347.822266
	Iteration 29F: 3 clusters Score -801952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 55780 members 
Mstep: Class 8 contains 162395 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1068 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 839 members 
Mstep: Class 41 contains 5441 members 
Mstep: Class 42 contains 3786 members 
Entering Unmasked Estep 
Score: -111260648.000000 Penalty: 142600.890625
Splitting cluster 29 changes total score from -111260568.000000 to -111260648.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (24503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Entering Unmasked Estep 
Score: -2990682.500000 Penalty: 2506.424805
	Iteration 0F: 2 clusters Score -2990682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2973694.750000 Penalty: 5012.849609
	Iteration 0F: 3 clusters Score -2973695 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2980083.000000 Penalty: 5012.849609
	Iteration 1F: 3 clusters Score -2980083 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2981314.750000 Penalty: 5012.849609
	Iteration 2F: 3 clusters Score -2981315 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2982692.000000 Penalty: 5012.849609
	Iteration 3F: 3 clusters Score -2982692 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2983876.750000 Penalty: 5012.849609
	Iteration 4F: 3 clusters Score -2983877 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2984777.500000 Penalty: 5012.849609
	Iteration 5F: 3 clusters Score -2984778 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2985485.000000 Penalty: 5012.849609
	Iteration 6F: 3 clusters Score -2985485 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2985996.000000 Penalty: 5012.849609
	Iteration 7Q: 3 clusters Score -2985996 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2986366.500000 Penalty: 5012.849609
	Iteration 8Q: 3 clusters Score -2986366 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2986680.000000 Penalty: 5012.849609
	Iteration 9Q: 3 clusters Score -2986680 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2986855.500000 Penalty: 5012.849609
	Iteration 10Q: 3 clusters Score -2986856 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2986990.000000 Penalty: 5012.849609
	Iteration 11Q: 3 clusters Score -2986990 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2987088.750000 Penalty: 5012.849609
	Iteration 12Q: 3 clusters Score -2987089 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2987156.000000 Penalty: 5012.849609
	Iteration 13Q: 3 clusters Score -2987156 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2987208.750000 Penalty: 5012.849609
	Iteration 14Q: 3 clusters Score -2987209 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2987249.250000 Penalty: 5012.849609
	Iteration 15Q: 3 clusters Score -2987249 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2987269.750000 Penalty: 5012.849609
	Iteration 16Q: 3 clusters Score -2987270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2987294.750000 Penalty: 5012.849609
	Iteration 17Q: 3 clusters Score -2987295 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2987301.000000 Penalty: 5012.849609
	Iteration 18Q: 3 clusters Score -2987301 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2987322.000000 Penalty: 5012.849609
	Iteration 19Q: 3 clusters Score -2987322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2987329.250000 Penalty: 5012.849609
	Iteration 20F: 3 clusters Score -2987329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2987338.500000 Penalty: 5012.849609
	Iteration 21Q: 3 clusters Score -2987338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2987335.000000 Penalty: 5012.849609
	Iteration 22Q: 3 clusters Score -2987335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2987353.000000 Penalty: 5012.849609
	Iteration 23Q: 3 clusters Score -2987353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2987371.250000 Penalty: 5012.849609
	Iteration 24Q: 3 clusters Score -2987371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2987371.500000 Penalty: 5012.849609
	Iteration 25Q: 3 clusters Score -2987372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2987364.000000 Penalty: 5012.849609
	Iteration 26Q: 3 clusters Score -2987364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2987380.000000 Penalty: 5012.849609
	Iteration 27Q: 3 clusters Score -2987380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2987383.000000 Penalty: 5012.849609
	Iteration 28Q: 3 clusters Score -2987383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2987390.750000 Penalty: 5012.849609
	Iteration 29Q: 3 clusters Score -2987391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2987395.500000 Penalty: 5012.849609
	Iteration 30Q: 3 clusters Score -2987396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2987393.750000 Penalty: 5012.849609
	Iteration 31Q: 3 clusters Score -2987394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2987406.750000 Penalty: 5012.849609
	Iteration 32Q: 3 clusters Score -2987407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2987407.250000 Penalty: 5012.849609
	Iteration 33Q: 3 clusters Score -2987407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2987413.000000 Penalty: 5012.849609
	Iteration 34Q: 3 clusters Score -2987413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2987417.250000 Penalty: 5012.849609
	Iteration 35Q: 3 clusters Score -2987417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2987424.750000 Penalty: 5012.849609
	Iteration 36Q: 3 clusters Score -2987425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2987429.000000 Penalty: 5012.849609
	Iteration 37Q: 3 clusters Score -2987429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2987443.500000 Penalty: 5012.849609
	Iteration 38Q: 3 clusters Score -2987444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2987465.000000 Penalty: 5012.849609
	Iteration 39Q: 3 clusters Score -2987465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2987485.250000 Penalty: 5012.849609
	Iteration 40F: 3 clusters Score -2987485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2987478.000000 Penalty: 5012.849609
	Iteration 41Q: 3 clusters Score -2987478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2987499.750000 Penalty: 5012.849609
	Iteration 42Q: 3 clusters Score -2987500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2987514.000000 Penalty: 5012.849609
	Iteration 43Q: 3 clusters Score -2987514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2987541.500000 Penalty: 5012.849609
	Iteration 44Q: 3 clusters Score -2987542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2987549.250000 Penalty: 5012.849609
	Iteration 45Q: 3 clusters Score -2987549 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2987568.750000 Penalty: 5012.849609
	Iteration 46Q: 3 clusters Score -2987569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2987603.250000 Penalty: 5012.849609
	Iteration 47Q: 3 clusters Score -2987603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2987633.250000 Penalty: 5012.849609
	Iteration 48Q: 3 clusters Score -2987633 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2987667.500000 Penalty: 5012.849609
	Iteration 49Q: 3 clusters Score -2987668 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2987707.250000 Penalty: 5012.849609
	Iteration 50Q: 3 clusters Score -2987707 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2987740.750000 Penalty: 5012.849609
	Iteration 51Q: 3 clusters Score -2987741 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2987780.250000 Penalty: 5012.849609
	Iteration 52Q: 3 clusters Score -2987780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2987826.000000 Penalty: 5012.849609
	Iteration 53Q: 3 clusters Score -2987826 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2987875.250000 Penalty: 5012.849609
	Iteration 54Q: 3 clusters Score -2987875 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2987921.000000 Penalty: 5012.849609
	Iteration 55Q: 3 clusters Score -2987921 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2987977.000000 Penalty: 5012.849609
	Iteration 56Q: 3 clusters Score -2987977 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2988025.000000 Penalty: 5012.849609
	Iteration 57Q: 3 clusters Score -2988025 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2988077.250000 Penalty: 5012.849609
	Iteration 58Q: 3 clusters Score -2988077 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2988131.500000 Penalty: 5012.849609
	Iteration 59Q: 3 clusters Score -2988132 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2988200.250000 Penalty: 5012.849609
	Iteration 60F: 3 clusters Score -2988200 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2988252.250000 Penalty: 5012.849609
	Iteration 61Q: 3 clusters Score -2988252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2988297.500000 Penalty: 5012.849609
	Iteration 62Q: 3 clusters Score -2988298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2988340.500000 Penalty: 5012.849609
	Iteration 63Q: 3 clusters Score -2988340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2988381.500000 Penalty: 5012.849609
	Iteration 64Q: 3 clusters Score -2988382 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2988433.250000 Penalty: 5012.849609
	Iteration 65Q: 3 clusters Score -2988433 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2988488.500000 Penalty: 5012.849609
	Iteration 66Q: 3 clusters Score -2988488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2988541.500000 Penalty: 5012.849609
	Iteration 67Q: 3 clusters Score -2988542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2988606.250000 Penalty: 5012.849609
	Iteration 68Q: 3 clusters Score -2988606 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2988670.250000 Penalty: 5012.849609
	Iteration 69Q: 3 clusters Score -2988670 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2988727.000000 Penalty: 5012.849609
	Iteration 70Q: 3 clusters Score -2988727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2988786.750000 Penalty: 5012.849609
	Iteration 71Q: 3 clusters Score -2988787 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2988819.750000 Penalty: 5012.849609
	Iteration 72Q: 3 clusters Score -2988820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2988872.000000 Penalty: 5012.849609
	Iteration 73Q: 3 clusters Score -2988872 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2988903.500000 Penalty: 5012.849609
	Iteration 74Q: 3 clusters Score -2988904 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2988939.000000 Penalty: 5012.849609
	Iteration 75Q: 3 clusters Score -2988939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2988963.250000 Penalty: 5012.849609
	Iteration 76Q: 3 clusters Score -2988963 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2989007.250000 Penalty: 5012.849609
	Iteration 77Q: 3 clusters Score -2989007 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2989032.500000 Penalty: 5012.849609
	Iteration 78Q: 3 clusters Score -2989032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2989059.750000 Penalty: 5012.849609
	Iteration 79Q: 3 clusters Score -2989060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2989087.250000 Penalty: 5012.849609
	Iteration 80F: 3 clusters Score -2989087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2989119.500000 Penalty: 5012.849609
	Iteration 81Q: 3 clusters Score -2989120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2989137.750000 Penalty: 5012.849609
	Iteration 82Q: 3 clusters Score -2989138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2989158.750000 Penalty: 5012.849609
	Iteration 83Q: 3 clusters Score -2989159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2989180.750000 Penalty: 5012.849609
	Iteration 84Q: 3 clusters Score -2989181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2989188.750000 Penalty: 5012.849609
	Iteration 85Q: 3 clusters Score -2989189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2989206.500000 Penalty: 5012.849609
	Iteration 86Q: 3 clusters Score -2989206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2989212.750000 Penalty: 5012.849609
	Iteration 87Q: 3 clusters Score -2989213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2989221.250000 Penalty: 5012.849609
	Iteration 88Q: 3 clusters Score -2989221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2989233.750000 Penalty: 5012.849609
	Iteration 89Q: 3 clusters Score -2989234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2989235.000000 Penalty: 5012.849609
	Iteration 90Q: 3 clusters Score -2989235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2989237.250000 Penalty: 5012.849609
	Iteration 91Q: 3 clusters Score -2989237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2989243.000000 Penalty: 5012.849609
	Iteration 92Q: 3 clusters Score -2989243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2989254.250000 Penalty: 5012.849609
	Iteration 93Q: 3 clusters Score -2989254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2989253.000000 Penalty: 5012.849609
	Iteration 94Q: 3 clusters Score -2989253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2989255.750000 Penalty: 5012.849609
	Iteration 95Q: 3 clusters Score -2989256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2989264.750000 Penalty: 5012.849609
	Iteration 96Q: 3 clusters Score -2989265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2989266.750000 Penalty: 5012.849609
	Iteration 97Q: 3 clusters Score -2989267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2989278.000000 Penalty: 5012.849609
	Iteration 98Q: 3 clusters Score -2989278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2989286.500000 Penalty: 5012.849609
	Iteration 99Q: 3 clusters Score -2989286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2989288.000000 Penalty: 5012.849609
	Iteration 100F: 3 clusters Score -2989288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2989284.250000 Penalty: 5012.849609
	Iteration 101Q: 3 clusters Score -2989284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2989284.500000 Penalty: 5012.849609
	Iteration 102Q: 3 clusters Score -2989284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2989286.000000 Penalty: 5012.849609
	Iteration 103Q: 3 clusters Score -2989286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2989289.000000 Penalty: 5012.849609
	Iteration 104Q: 3 clusters Score -2989289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2989294.500000 Penalty: 5012.849609
	Iteration 105Q: 3 clusters Score -2989294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2989293.000000 Penalty: 5012.849609
	Iteration 106Q: 3 clusters Score -2989293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2989295.250000 Penalty: 5012.849609
	Iteration 107Q: 3 clusters Score -2989295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2989295.750000 Penalty: 5012.849609
	Iteration 108Q: 3 clusters Score -2989296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2989288.500000 Penalty: 5012.849609
	Iteration 109Q: 3 clusters Score -2989288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2989291.000000 Penalty: 5012.849609
	Iteration 110Q: 3 clusters Score -2989291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2989292.250000 Penalty: 5012.849609
	Iteration 111Q: 3 clusters Score -2989292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2989290.750000 Penalty: 5012.849609
	Iteration 112Q: 3 clusters Score -2989291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2989290.750000 Penalty: 5012.849609
	Iteration 113F: 3 clusters Score -2989291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Entering Unmasked Estep 
Score: -2497875.250000 Penalty: 2464.560547
	Iteration 0F: 2 clusters Score -2497875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2483213.500000 Penalty: 4929.121094
	Iteration 0F: 3 clusters Score -2483214 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2488775.250000 Penalty: 4929.121094
	Iteration 1F: 3 clusters Score -2488775 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2489730.750000 Penalty: 4929.121094
	Iteration 2F: 3 clusters Score -2489731 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2490875.000000 Penalty: 4929.121094
	Iteration 3F: 3 clusters Score -2490875 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2492131.750000 Penalty: 4929.121094
	Iteration 4F: 3 clusters Score -2492132 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2493301.750000 Penalty: 4929.121094
	Iteration 5F: 3 clusters Score -2493302 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2494160.250000 Penalty: 4929.121094
	Iteration 6F: 3 clusters Score -2494160 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2494815.000000 Penalty: 4929.121094
	Iteration 7Q: 3 clusters Score -2494815 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2495335.250000 Penalty: 4929.121094
	Iteration 8Q: 3 clusters Score -2495335 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2495716.750000 Penalty: 4929.121094
	Iteration 9Q: 3 clusters Score -2495717 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2496006.750000 Penalty: 4929.121094
	Iteration 10Q: 3 clusters Score -2496007 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2496223.000000 Penalty: 4929.121094
	Iteration 11Q: 3 clusters Score -2496223 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2496359.500000 Penalty: 4929.121094
	Iteration 12Q: 3 clusters Score -2496360 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2496433.250000 Penalty: 4929.121094
	Iteration 13Q: 3 clusters Score -2496433 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2496487.250000 Penalty: 4929.121094
	Iteration 14Q: 3 clusters Score -2496487 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2496512.250000 Penalty: 4929.121094
	Iteration 15Q: 3 clusters Score -2496512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2496545.500000 Penalty: 4929.121094
	Iteration 16Q: 3 clusters Score -2496546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2496576.500000 Penalty: 4929.121094
	Iteration 17Q: 3 clusters Score -2496576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2496604.500000 Penalty: 4929.121094
	Iteration 18Q: 3 clusters Score -2496604 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2496630.250000 Penalty: 4929.121094
	Iteration 19Q: 3 clusters Score -2496630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2496649.500000 Penalty: 4929.121094
	Iteration 20F: 3 clusters Score -2496650 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2496675.500000 Penalty: 4929.121094
	Iteration 21Q: 3 clusters Score -2496676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2496691.000000 Penalty: 4929.121094
	Iteration 22Q: 3 clusters Score -2496691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2496707.500000 Penalty: 4929.121094
	Iteration 23Q: 3 clusters Score -2496708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2496717.750000 Penalty: 4929.121094
	Iteration 24Q: 3 clusters Score -2496718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2496742.000000 Penalty: 4929.121094
	Iteration 25Q: 3 clusters Score -2496742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2496764.000000 Penalty: 4929.121094
	Iteration 26Q: 3 clusters Score -2496764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2496774.000000 Penalty: 4929.121094
	Iteration 27Q: 3 clusters Score -2496774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2496783.250000 Penalty: 4929.121094
	Iteration 28Q: 3 clusters Score -2496783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2496781.000000 Penalty: 4929.121094
	Iteration 29Q: 3 clusters Score -2496781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2496794.000000 Penalty: 4929.121094
	Iteration 30Q: 3 clusters Score -2496794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2496810.250000 Penalty: 4929.121094
	Iteration 31Q: 3 clusters Score -2496810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2496828.750000 Penalty: 4929.121094
	Iteration 32Q: 3 clusters Score -2496829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2496832.750000 Penalty: 4929.121094
	Iteration 33Q: 3 clusters Score -2496833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2496846.500000 Penalty: 4929.121094
	Iteration 34Q: 3 clusters Score -2496846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2496854.000000 Penalty: 4929.121094
	Iteration 35Q: 3 clusters Score -2496854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2496865.750000 Penalty: 4929.121094
	Iteration 36Q: 3 clusters Score -2496866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2496874.000000 Penalty: 4929.121094
	Iteration 37Q: 3 clusters Score -2496874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2496892.750000 Penalty: 4929.121094
	Iteration 38Q: 3 clusters Score -2496893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2496893.750000 Penalty: 4929.121094
	Iteration 39Q: 3 clusters Score -2496894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2496915.000000 Penalty: 4929.121094
	Iteration 40F: 3 clusters Score -2496915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2496928.500000 Penalty: 4929.121094
	Iteration 41Q: 3 clusters Score -2496928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2496948.000000 Penalty: 4929.121094
	Iteration 42Q: 3 clusters Score -2496948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2496972.000000 Penalty: 4929.121094
	Iteration 43Q: 3 clusters Score -2496972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2496994.750000 Penalty: 4929.121094
	Iteration 44Q: 3 clusters Score -2496995 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2497003.500000 Penalty: 4929.121094
	Iteration 45Q: 3 clusters Score -2497004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2497024.750000 Penalty: 4929.121094
	Iteration 46Q: 3 clusters Score -2497025 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2497036.500000 Penalty: 4929.121094
	Iteration 47Q: 3 clusters Score -2497036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2497054.000000 Penalty: 4929.121094
	Iteration 48Q: 3 clusters Score -2497054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2497073.500000 Penalty: 4929.121094
	Iteration 49Q: 3 clusters Score -2497074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2497086.000000 Penalty: 4929.121094
	Iteration 50Q: 3 clusters Score -2497086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2497096.750000 Penalty: 4929.121094
	Iteration 51Q: 3 clusters Score -2497097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2497120.750000 Penalty: 4929.121094
	Iteration 52Q: 3 clusters Score -2497121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2497131.000000 Penalty: 4929.121094
	Iteration 53Q: 3 clusters Score -2497131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2497153.500000 Penalty: 4929.121094
	Iteration 54Q: 3 clusters Score -2497154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2497160.750000 Penalty: 4929.121094
	Iteration 55Q: 3 clusters Score -2497161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2497174.750000 Penalty: 4929.121094
	Iteration 56Q: 3 clusters Score -2497175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2497192.750000 Penalty: 4929.121094
	Iteration 57Q: 3 clusters Score -2497193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2497197.750000 Penalty: 4929.121094
	Iteration 58Q: 3 clusters Score -2497198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2497233.000000 Penalty: 4929.121094
	Iteration 59Q: 3 clusters Score -2497233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2497245.500000 Penalty: 4929.121094
	Iteration 60F: 3 clusters Score -2497246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2497259.750000 Penalty: 4929.121094
	Iteration 61Q: 3 clusters Score -2497260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2497267.000000 Penalty: 4929.121094
	Iteration 62Q: 3 clusters Score -2497267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2497296.000000 Penalty: 4929.121094
	Iteration 63Q: 3 clusters Score -2497296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2497310.250000 Penalty: 4929.121094
	Iteration 64Q: 3 clusters Score -2497310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2497320.750000 Penalty: 4929.121094
	Iteration 65Q: 3 clusters Score -2497321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2497330.500000 Penalty: 4929.121094
	Iteration 66Q: 3 clusters Score -2497330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2497333.500000 Penalty: 4929.121094
	Iteration 67Q: 3 clusters Score -2497334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2497335.750000 Penalty: 4929.121094
	Iteration 68Q: 3 clusters Score -2497336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2497335.000000 Penalty: 4929.121094
	Iteration 69Q: 3 clusters Score -2497335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2497346.000000 Penalty: 4929.121094
	Iteration 70Q: 3 clusters Score -2497346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2497354.750000 Penalty: 4929.121094
	Iteration 71Q: 3 clusters Score -2497355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2497354.250000 Penalty: 4929.121094
	Iteration 72Q: 3 clusters Score -2497354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2497355.250000 Penalty: 4929.121094
	Iteration 73Q: 3 clusters Score -2497355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2497355.500000 Penalty: 4929.121094
	Iteration 74Q: 3 clusters Score -2497356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2497364.250000 Penalty: 4929.121094
	Iteration 75Q: 3 clusters Score -2497364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2497361.250000 Penalty: 4929.121094
	Iteration 76Q: 3 clusters Score -2497361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2497360.000000 Penalty: 4929.121094
	Iteration 77Q: 3 clusters Score -2497360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2497360.750000 Penalty: 4929.121094
	Iteration 78Q: 3 clusters Score -2497361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2497365.750000 Penalty: 4929.121094
	Iteration 79Q: 3 clusters Score -2497366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2497365.750000 Penalty: 4929.121094
	Iteration 80F: 3 clusters Score -2497366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2497367.250000 Penalty: 4929.121094
	Iteration 81Q: 3 clusters Score -2497367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2497364.500000 Penalty: 4929.121094
	Iteration 82Q: 3 clusters Score -2497364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2497362.250000 Penalty: 4929.121094
	Iteration 83Q: 3 clusters Score -2497362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2497362.000000 Penalty: 4929.121094
	Iteration 84Q: 3 clusters Score -2497362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2497367.250000 Penalty: 4929.121094
	Iteration 85Q: 3 clusters Score -2497367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2497368.000000 Penalty: 4929.121094
	Iteration 86Q: 3 clusters Score -2497368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2497369.250000 Penalty: 4929.121094
	Iteration 87Q: 3 clusters Score -2497369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2497368.500000 Penalty: 4929.121094
	Iteration 88Q: 3 clusters Score -2497368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2497370.000000 Penalty: 4929.121094
	Iteration 89Q: 3 clusters Score -2497370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2497373.250000 Penalty: 4929.121094
	Iteration 90Q: 3 clusters Score -2497373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2497372.500000 Penalty: 4929.121094
	Iteration 91Q: 3 clusters Score -2497372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2497372.500000 Penalty: 4929.121094
	Iteration 92Q: 3 clusters Score -2497372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2497374.500000 Penalty: 4929.121094
	Iteration 93Q: 3 clusters Score -2497374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2497371.750000 Penalty: 4929.121094
	Iteration 94Q: 3 clusters Score -2497372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2497371.750000 Penalty: 4929.121094
	Iteration 95Q: 3 clusters Score -2497372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2497369.500000 Penalty: 4929.121094
	Iteration 96Q: 3 clusters Score -2497370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2497373.250000 Penalty: 4929.121094
	Iteration 97Q: 3 clusters Score -2497373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2497375.000000 Penalty: 4929.121094
	Iteration 98Q: 3 clusters Score -2497375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2497376.500000 Penalty: 4929.121094
	Iteration 99Q: 3 clusters Score -2497376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2497377.250000 Penalty: 4929.121094
	Iteration 100F: 3 clusters Score -2497377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Entering Unmasked Estep 
Score: -10813456.000000 Penalty: 2809.300293
	Iteration 0F: 2 clusters Score -1.081346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -10757566.000000 Penalty: 5618.600586
	Iteration 0F: 3 clusters Score -1.075757e+07 nChanged 39336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -10780541.000000 Penalty: 5618.600586
	Iteration 1F: 3 clusters Score -1.078054e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -10781481.000000 Penalty: 5618.600586
	Iteration 2Q: 3 clusters Score -1.078148e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -10782753.000000 Penalty: 5618.600586
	Iteration 3Q: 3 clusters Score -1.078275e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -10784374.000000 Penalty: 5618.600586
	Iteration 4Q: 3 clusters Score -1.078437e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -10786199.000000 Penalty: 5618.600586
	Iteration 5F: 3 clusters Score -1.07862e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -10788486.000000 Penalty: 5618.600586
	Iteration 6F: 3 clusters Score -1.078849e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -10790961.000000 Penalty: 5618.600586
	Iteration 7F: 3 clusters Score -1.079096e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -10793687.000000 Penalty: 5618.600586
	Iteration 8F: 3 clusters Score -1.079369e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -10796439.000000 Penalty: 5618.600586
	Iteration 9F: 3 clusters Score -1.079644e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -10798932.000000 Penalty: 5618.600586
	Iteration 10F: 3 clusters Score -1.079893e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -10801038.000000 Penalty: 5618.600586
	Iteration 11Q: 3 clusters Score -1.080104e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -10803023.000000 Penalty: 5618.600586
	Iteration 12Q: 3 clusters Score -1.080302e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -10804856.000000 Penalty: 5618.600586
	Iteration 13Q: 3 clusters Score -1.080486e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -10806693.000000 Penalty: 5618.600586
	Iteration 14Q: 3 clusters Score -1.080669e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10808205.000000 Penalty: 5618.600586
	Iteration 15Q: 3 clusters Score -1.08082e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -10809318.000000 Penalty: 5618.600586
	Iteration 16Q: 3 clusters Score -1.080932e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10810028.000000 Penalty: 5618.600586
	Iteration 17Q: 3 clusters Score -1.081003e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10810393.000000 Penalty: 5618.600586
	Iteration 18Q: 3 clusters Score -1.081039e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10810624.000000 Penalty: 5618.600586
	Iteration 19Q: 3 clusters Score -1.081062e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10810809.000000 Penalty: 5618.600586
	Iteration 20F: 3 clusters Score -1.081081e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10810932.000000 Penalty: 5618.600586
	Iteration 21Q: 3 clusters Score -1.081093e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10811002.000000 Penalty: 5618.600586
	Iteration 22Q: 3 clusters Score -1.0811e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10811024.000000 Penalty: 5618.600586
	Iteration 23Q: 3 clusters Score -1.081102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10811049.000000 Penalty: 5618.600586
	Iteration 24Q: 3 clusters Score -1.081105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10811062.000000 Penalty: 5618.600586
	Iteration 25Q: 3 clusters Score -1.081106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10811073.000000 Penalty: 5618.600586
	Iteration 26Q: 3 clusters Score -1.081107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10811086.000000 Penalty: 5618.600586
	Iteration 27Q: 3 clusters Score -1.081109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10811078.000000 Penalty: 5618.600586
	Iteration 28Q: 3 clusters Score -1.081108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10811093.000000 Penalty: 5618.600586
	Iteration 29Q: 3 clusters Score -1.081109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10811098.000000 Penalty: 5618.600586
	Iteration 30Q: 3 clusters Score -1.08111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10811101.000000 Penalty: 5618.600586
	Iteration 31Q: 3 clusters Score -1.08111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10811106.000000 Penalty: 5618.600586
	Iteration 32Q: 3 clusters Score -1.081111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10811112.000000 Penalty: 5618.600586
	Iteration 33Q: 3 clusters Score -1.081111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10811113.000000 Penalty: 5618.600586
	Iteration 34Q: 3 clusters Score -1.081111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10811116.000000 Penalty: 5618.600586
	Iteration 35Q: 3 clusters Score -1.081112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10811121.000000 Penalty: 5618.600586
	Iteration 36Q: 3 clusters Score -1.081112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10811118.000000 Penalty: 5618.600586
	Iteration 37Q: 3 clusters Score -1.081112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10811119.000000 Penalty: 5618.600586
	Iteration 38Q: 3 clusters Score -1.081112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10811129.000000 Penalty: 5618.600586
	Iteration 39Q: 3 clusters Score -1.081113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10811136.000000 Penalty: 5618.600586
	Iteration 40F: 3 clusters Score -1.081114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10811135.000000 Penalty: 5618.600586
	Iteration 41Q: 3 clusters Score -1.081114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10811143.000000 Penalty: 5618.600586
	Iteration 42Q: 3 clusters Score -1.081114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10811137.000000 Penalty: 5618.600586
	Iteration 43Q: 3 clusters Score -1.081114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10811140.000000 Penalty: 5618.600586
	Iteration 44Q: 3 clusters Score -1.081114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10811135.000000 Penalty: 5618.600586
	Iteration 45Q: 3 clusters Score -1.081114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10811131.000000 Penalty: 5618.600586
	Iteration 46Q: 3 clusters Score -1.081113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10811137.000000 Penalty: 5618.600586
	Iteration 47Q: 3 clusters Score -1.081114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10811140.000000 Penalty: 5618.600586
	Iteration 48Q: 3 clusters Score -1.081114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10811146.000000 Penalty: 5618.600586
	Iteration 49Q: 3 clusters Score -1.081115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10811150.000000 Penalty: 5618.600586
	Iteration 50Q: 3 clusters Score -1.081115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10811148.000000 Penalty: 5618.600586
	Iteration 51Q: 3 clusters Score -1.081115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10811158.000000 Penalty: 5618.600586
	Iteration 52Q: 3 clusters Score -1.081116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10811158.000000 Penalty: 5618.600586
	Iteration 53Q: 3 clusters Score -1.081116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10811158.000000 Penalty: 5618.600586
	Iteration 54F: 3 clusters Score -1.081116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -219020.500000 Penalty: 1874.123779
	Iteration 0F: 2 clusters Score -219020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -216455.375000 Penalty: 3748.247559
	Iteration 0F: 3 clusters Score -216455.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -217115.531250 Penalty: 3748.247559
	Iteration 1F: 3 clusters Score -217115.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217398.718750 Penalty: 3748.247559
	Iteration 2F: 3 clusters Score -217398.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217592.031250 Penalty: 3748.247559
	Iteration 3F: 3 clusters Score -217592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -217754.453125 Penalty: 3748.247559
	Iteration 4F: 3 clusters Score -217754.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217875.734375 Penalty: 3748.247559
	Iteration 5Q: 3 clusters Score -217875.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217964.671875 Penalty: 3748.247559
	Iteration 6Q: 3 clusters Score -217964.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -218033.875000 Penalty: 3748.247559
	Iteration 7Q: 3 clusters Score -218033.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -218096.375000 Penalty: 3748.247559
	Iteration 8Q: 3 clusters Score -218096.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -218157.484375 Penalty: 3748.247559
	Iteration 9Q: 3 clusters Score -218157.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -218196.437500 Penalty: 3748.247559
	Iteration 10Q: 3 clusters Score -218196.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -218215.781250 Penalty: 3748.247559
	Iteration 11Q: 3 clusters Score -218215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -218231.750000 Penalty: 3748.247559
	Iteration 12Q: 3 clusters Score -218231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -218241.750000 Penalty: 3748.247559
	Iteration 13Q: 3 clusters Score -218241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218253.140625 Penalty: 3748.247559
	Iteration 14Q: 3 clusters Score -218253.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218262.656250 Penalty: 3748.247559
	Iteration 15Q: 3 clusters Score -218262.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -218271.296875 Penalty: 3748.247559
	Iteration 16Q: 3 clusters Score -218271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -218276.062500 Penalty: 3748.247559
	Iteration 17Q: 3 clusters Score -218276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -218281.656250 Penalty: 3748.247559
	Iteration 18Q: 3 clusters Score -218281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -218287.390625 Penalty: 3748.247559
	Iteration 19Q: 3 clusters Score -218287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -218294.750000 Penalty: 3748.247559
	Iteration 20F: 3 clusters Score -218294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -218298.203125 Penalty: 3748.247559
	Iteration 21Q: 3 clusters Score -218298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -218300.125000 Penalty: 3748.247559
	Iteration 22Q: 3 clusters Score -218300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -218301.750000 Penalty: 3748.247559
	Iteration 23Q: 3 clusters Score -218301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218302.921875 Penalty: 3748.247559
	Iteration 24Q: 3 clusters Score -218302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218303.937500 Penalty: 3748.247559
	Iteration 25Q: 3 clusters Score -218303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -218303.796875 Penalty: 3748.247559
	Iteration 26Q: 3 clusters Score -218303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -218304.265625 Penalty: 3748.247559
	Iteration 27Q: 3 clusters Score -218304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -218304.453125 Penalty: 3748.247559
	Iteration 28Q: 3 clusters Score -218304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -218304.453125 Penalty: 3748.247559
	Iteration 29F: 3 clusters Score -218304.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -636446.375000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -636446.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -631963.437500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -631963.4 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -633028.125000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -633028.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -633322.500000 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -633322.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -633578.000000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -633578 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -633779.500000 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -633779.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -633975.375000 Penalty: 4220.843750
	Iteration 5F: 3 clusters Score -633975.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -634144.625000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -634144.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -634295.375000 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -634295.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -634413.562500 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -634413.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -634519.937500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -634519.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -634598.187500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -634598.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -634662.375000 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -634662.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -634721.312500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -634721.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -634756.250000 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -634756.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -634783.312500 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -634783.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -634803.687500 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -634803.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -634817.187500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -634817.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -634829.187500 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -634829.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -634836.812500 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -634836.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -634844.812500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -634844.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -634850.687500 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -634850.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -634855.187500 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -634855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -634858.750000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -634858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -634857.937500 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -634857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -634858.875000 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -634858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -634858.562500 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -634858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -634860.250000 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -634860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -634859.937500 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -634859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -634859.875000 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -634859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -634859.875000 Penalty: 4220.843750
	Iteration 29F: 3 clusters Score -634859.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -124385.445312 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -124385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122394.078125 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -122394.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122750.914062 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -122750.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122910.648438 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -122910.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123037.625000 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -123037.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123205.546875 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -123205.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -123539.546875 Penalty: 3458.877441
	Iteration 5F: 3 clusters Score -123539.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -124004.984375 Penalty: 3458.877441
	Iteration 6F: 3 clusters Score -124005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -124318.140625 Penalty: 3458.877441
	Iteration 7F: 3 clusters Score -124318.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -124584.671875 Penalty: 3458.877441
	Iteration 8F: 3 clusters Score -124584.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -124785.203125 Penalty: 3458.877441
	Iteration 9F: 3 clusters Score -124785.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -124896.507812 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -124896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -124951.320312 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -124951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -124983.445312 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -124983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -124996.625000 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -124996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -124997.507812 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -124997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -124997.507812 Penalty: 3458.877441
	Iteration 15F: 3 clusters Score -124997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 55780 members 
Mstep: Class 8 contains 162395 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 817 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 839 members 
Mstep: Class 41 contains 5441 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 251 members 
Entering Unmasked Estep 
Score: -111259536.000000 Penalty: 145996.140625
Splitting cluster 35 changes total score from -111260568.000000 to -111259536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -729607.750000 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -729607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -724585.312500 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -724585.3 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -725828.500000 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -725828.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -726131.187500 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -726131.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -726381.000000 Penalty: 4296.001953
	Iteration 3F: 3 clusters Score -726381 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -726620.375000 Penalty: 4296.001953
	Iteration 4F: 3 clusters Score -726620.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -726862.875000 Penalty: 4296.001953
	Iteration 5F: 3 clusters Score -726862.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -727095.812500 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -727095.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -727330.187500 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -727330.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -727561.312500 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -727561.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -727795.312500 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -727795.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -727985.437500 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -727985.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -728129.875000 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -728129.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -728243.562500 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -728243.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -728348.437500 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -728348.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -728418.187500 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -728418.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -728477.812500 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -728477.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -728519.875000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -728519.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -728559.187500 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -728559.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -728587.625000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -728587.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -728608.937500 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -728608.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -728631.062500 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -728631.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -728654.312500 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -728654.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -728671.375000 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -728671.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -728682.500000 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -728682.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -728689.187500 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -728689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -728699.750000 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -728699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -728710.562500 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -728710.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -728715.875000 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -728715.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -728726.937500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -728726.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -728736.000000 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -728736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -728745.125000 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -728745.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -728755.625000 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -728755.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -728765.625000 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -728765.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -728780.062500 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -728780.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -728792.687500 Penalty: 4296.001953
	Iteration 34Q: 3 clusters Score -728792.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -728812.750000 Penalty: 4296.001953
	Iteration 35Q: 3 clusters Score -728812.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -728832.062500 Penalty: 4296.001953
	Iteration 36Q: 3 clusters Score -728832.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -728865.875000 Penalty: 4296.001953
	Iteration 37Q: 3 clusters Score -728865.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -728910.562500 Penalty: 4296.001953
	Iteration 38Q: 3 clusters Score -728910.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -728968.125000 Penalty: 4296.001953
	Iteration 39Q: 3 clusters Score -728968.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -729042.062500 Penalty: 4296.001953
	Iteration 40F: 3 clusters Score -729042.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -729125.437500 Penalty: 4296.001953
	Iteration 41Q: 3 clusters Score -729125.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -729220.812500 Penalty: 4296.001953
	Iteration 42Q: 3 clusters Score -729220.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -729276.187500 Penalty: 4296.001953
	Iteration 43Q: 3 clusters Score -729276.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -729306.937500 Penalty: 4296.001953
	Iteration 44Q: 3 clusters Score -729306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -729316.125000 Penalty: 4296.001953
	Iteration 45Q: 3 clusters Score -729316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -729319.500000 Penalty: 4296.001953
	Iteration 46Q: 3 clusters Score -729319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -729321.687500 Penalty: 4296.001953
	Iteration 47Q: 3 clusters Score -729321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -729324.437500 Penalty: 4296.001953
	Iteration 48Q: 3 clusters Score -729324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -729323.375000 Penalty: 4296.001953
	Iteration 49Q: 3 clusters Score -729323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -729325.500000 Penalty: 4296.001953
	Iteration 50Q: 3 clusters Score -729325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -729325.875000 Penalty: 4296.001953
	Iteration 51Q: 3 clusters Score -729325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -729326.062500 Penalty: 4296.001953
	Iteration 52Q: 3 clusters Score -729326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -729328.312500 Penalty: 4296.001953
	Iteration 53Q: 3 clusters Score -729328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -729327.750000 Penalty: 4296.001953
	Iteration 54Q: 3 clusters Score -729327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -729328.312500 Penalty: 4296.001953
	Iteration 55Q: 3 clusters Score -729328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -729328.437500 Penalty: 4296.001953
	Iteration 56Q: 3 clusters Score -729328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -729330.000000 Penalty: 4296.001953
	Iteration 57Q: 3 clusters Score -729330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -729331.375000 Penalty: 4296.001953
	Iteration 58Q: 3 clusters Score -729331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -729330.375000 Penalty: 4296.001953
	Iteration 59Q: 3 clusters Score -729330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -729330.375000 Penalty: 4296.001953
	Iteration 60F: 3 clusters Score -729330.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -505151.406250 Penalty: 2069.555176
	Iteration 0F: 2 clusters Score -505151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -501168.968750 Penalty: 4139.110352
	Iteration 0F: 3 clusters Score -501169 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -502432.937500 Penalty: 4139.110352
	Iteration 1F: 3 clusters Score -502432.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -502995.375000 Penalty: 4139.110352
	Iteration 2F: 3 clusters Score -502995.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -503452.875000 Penalty: 4139.110352
	Iteration 3F: 3 clusters Score -503452.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -503849.875000 Penalty: 4139.110352
	Iteration 4F: 3 clusters Score -503849.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -504142.875000 Penalty: 4139.110352
	Iteration 5F: 3 clusters Score -504142.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -504315.625000 Penalty: 4139.110352
	Iteration 6Q: 3 clusters Score -504315.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -504424.625000 Penalty: 4139.110352
	Iteration 7Q: 3 clusters Score -504424.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -504499.906250 Penalty: 4139.110352
	Iteration 8Q: 3 clusters Score -504499.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -504549.093750 Penalty: 4139.110352
	Iteration 9Q: 3 clusters Score -504549.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -504590.687500 Penalty: 4139.110352
	Iteration 10Q: 3 clusters Score -504590.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -504624.937500 Penalty: 4139.110352
	Iteration 11Q: 3 clusters Score -504624.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -504651.000000 Penalty: 4139.110352
	Iteration 12Q: 3 clusters Score -504651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -504667.687500 Penalty: 4139.110352
	Iteration 13Q: 3 clusters Score -504667.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -504680.406250 Penalty: 4139.110352
	Iteration 14Q: 3 clusters Score -504680.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -504694.437500 Penalty: 4139.110352
	Iteration 15Q: 3 clusters Score -504694.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -504717.750000 Penalty: 4139.110352
	Iteration 16Q: 3 clusters Score -504717.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -504740.593750 Penalty: 4139.110352
	Iteration 17Q: 3 clusters Score -504740.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -504766.437500 Penalty: 4139.110352
	Iteration 18Q: 3 clusters Score -504766.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -504786.843750 Penalty: 4139.110352
	Iteration 19Q: 3 clusters Score -504786.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -504798.218750 Penalty: 4139.110352
	Iteration 20F: 3 clusters Score -504798.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -504807.281250 Penalty: 4139.110352
	Iteration 21Q: 3 clusters Score -504807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -504813.156250 Penalty: 4139.110352
	Iteration 22Q: 3 clusters Score -504813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -504819.406250 Penalty: 4139.110352
	Iteration 23Q: 3 clusters Score -504819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -504823.406250 Penalty: 4139.110352
	Iteration 24Q: 3 clusters Score -504823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -504823.937500 Penalty: 4139.110352
	Iteration 25Q: 3 clusters Score -504823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -504823.812500 Penalty: 4139.110352
	Iteration 26Q: 3 clusters Score -504823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -504823.625000 Penalty: 4139.110352
	Iteration 27Q: 3 clusters Score -504823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -504824.312500 Penalty: 4139.110352
	Iteration 28Q: 3 clusters Score -504824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -504824.750000 Penalty: 4139.110352
	Iteration 29Q: 3 clusters Score -504824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -504826.781250 Penalty: 4139.110352
	Iteration 30Q: 3 clusters Score -504826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -504828.187500 Penalty: 4139.110352
	Iteration 31Q: 3 clusters Score -504828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -504829.750000 Penalty: 4139.110352
	Iteration 32Q: 3 clusters Score -504829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -504831.406250 Penalty: 4139.110352
	Iteration 33Q: 3 clusters Score -504831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -504832.843750 Penalty: 4139.110352
	Iteration 34Q: 3 clusters Score -504832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -504832.937500 Penalty: 4139.110352
	Iteration 35Q: 3 clusters Score -504832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -504833.437500 Penalty: 4139.110352
	Iteration 36Q: 3 clusters Score -504833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -504833.062500 Penalty: 4139.110352
	Iteration 37Q: 3 clusters Score -504833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -504833.968750 Penalty: 4139.110352
	Iteration 38Q: 3 clusters Score -504834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -504834.593750 Penalty: 4139.110352
	Iteration 39Q: 3 clusters Score -504834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -504835.468750 Penalty: 4139.110352
	Iteration 40F: 3 clusters Score -504835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -1021125.812500 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -1021126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1014805.812500 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -1014806 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1016486.000000 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -1016486 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1016789.437500 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -1016789 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1017050.750000 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -1017051 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1017268.687500 Penalty: 4449.270996
	Iteration 4Q: 3 clusters Score -1017269 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1017445.750000 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -1017446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1017620.187500 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -1017620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1017760.375000 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -1017760 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1017879.687500 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -1017880 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1018004.625000 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -1018005 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1018134.000000 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -1018134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1018292.250000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -1018292 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1018480.562500 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -1018481 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1018668.000000 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -1018668 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1018891.937500 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -1018892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1019120.062500 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -1019120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1019313.687500 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -1019314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1019493.687500 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -1019494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1019654.437500 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -1019654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1019783.375000 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -1019783 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1019865.125000 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -1019865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1019920.812500 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -1019921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1019961.125000 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -1019961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1019981.000000 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -1019981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1019996.812500 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -1019997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1020012.562500 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -1020013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1020020.937500 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -1020021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1020029.250000 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -1020029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1020032.687500 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -1020033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1020036.375000 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -1020036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1020037.312500 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -1020037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1020040.250000 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -1020040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1020043.187500 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -1020043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1020046.250000 Penalty: 4449.270996
	Iteration 33Q: 3 clusters Score -1020046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1020048.687500 Penalty: 4449.270996
	Iteration 34Q: 3 clusters Score -1020049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1020049.000000 Penalty: 4449.270996
	Iteration 35Q: 3 clusters Score -1020049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1020051.312500 Penalty: 4449.270996
	Iteration 36Q: 3 clusters Score -1020051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1020058.125000 Penalty: 4449.270996
	Iteration 37Q: 3 clusters Score -1020058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1020062.437500 Penalty: 4449.270996
	Iteration 38Q: 3 clusters Score -1020062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1020064.375000 Penalty: 4449.270996
	Iteration 39Q: 3 clusters Score -1020064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1020063.125000 Penalty: 4449.270996
	Iteration 40F: 3 clusters Score -1020063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1020065.875000 Penalty: 4449.270996
	Iteration 41Q: 3 clusters Score -1020066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1020067.750000 Penalty: 4449.270996
	Iteration 42Q: 3 clusters Score -1020068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1020070.500000 Penalty: 4449.270996
	Iteration 43Q: 3 clusters Score -1020070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1020073.250000 Penalty: 4449.270996
	Iteration 44Q: 3 clusters Score -1020073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1020073.875000 Penalty: 4449.270996
	Iteration 45Q: 3 clusters Score -1020074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1020076.750000 Penalty: 4449.270996
	Iteration 46Q: 3 clusters Score -1020077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1020076.750000 Penalty: 4449.270996
	Iteration 47F: 3 clusters Score -1020077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -163965.312500 Penalty: 1781.599976
	Iteration 0F: 2 clusters Score -163965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -161820.437500 Penalty: 3563.199951
	Iteration 0F: 3 clusters Score -161820.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162383.234375 Penalty: 3563.199951
	Iteration 1F: 3 clusters Score -162383.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162720.546875 Penalty: 3563.199951
	Iteration 2F: 3 clusters Score -162720.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -163033.328125 Penalty: 3563.199951
	Iteration 3F: 3 clusters Score -163033.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -163246.468750 Penalty: 3563.199951
	Iteration 4F: 3 clusters Score -163246.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -163381.453125 Penalty: 3563.199951
	Iteration 5F: 3 clusters Score -163381.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -163476.562500 Penalty: 3563.199951
	Iteration 6Q: 3 clusters Score -163476.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -163518.296875 Penalty: 3563.199951
	Iteration 7Q: 3 clusters Score -163518.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -163544.968750 Penalty: 3563.199951
	Iteration 8Q: 3 clusters Score -163545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -163558.953125 Penalty: 3563.199951
	Iteration 9Q: 3 clusters Score -163559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -163572.453125 Penalty: 3563.199951
	Iteration 10Q: 3 clusters Score -163572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -163585.265625 Penalty: 3563.199951
	Iteration 11Q: 3 clusters Score -163585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -163594.671875 Penalty: 3563.199951
	Iteration 12Q: 3 clusters Score -163594.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -163603.187500 Penalty: 3563.199951
	Iteration 13Q: 3 clusters Score -163603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -163608.390625 Penalty: 3563.199951
	Iteration 14Q: 3 clusters Score -163608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -163611.640625 Penalty: 3563.199951
	Iteration 15Q: 3 clusters Score -163611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -163616.234375 Penalty: 3563.199951
	Iteration 16Q: 3 clusters Score -163616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -163627.718750 Penalty: 3563.199951
	Iteration 17Q: 3 clusters Score -163627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -163636.109375 Penalty: 3563.199951
	Iteration 18Q: 3 clusters Score -163636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -163637.953125 Penalty: 3563.199951
	Iteration 19Q: 3 clusters Score -163638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -163637.953125 Penalty: 3563.199951
	Iteration 20F: 3 clusters Score -163638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -89595.437500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -89595.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87878.593750 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -87878.59 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88269.343750 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -88269.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88388.601562 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -88388.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88475.062500 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -88475.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88531.578125 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -88531.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88575.343750 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -88575.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88611.375000 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -88611.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88637.898438 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -88637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88652.625000 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -88652.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88661.656250 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -88661.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88663.500000 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -88663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88666.703125 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -88666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88666.703125 Penalty: 3339.176514
	Iteration 12F: 3 clusters Score -88666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 55780 members 
Mstep: Class 8 contains 162395 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 83102 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 1068 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261072.000000 Penalty: 142600.890625
Iteration 119Q: 43 clusters Score -1.112611e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 9082 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14873 members 
Mstep: Class 5 contains 42591 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 55807 members 
Mstep: Class 8 contains 162406 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 37653 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 112999 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 86821 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 34688 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3314 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6288 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 39066 members 
Mstep: Class 28 contains 14948 members 
Mstep: Class 29 contains 2648 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 20692 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 1951 members 
Mstep: Class 34 contains 4981 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 5833 members 
Mstep: Class 37 contains 4237 members 
Mstep: Class 38 contains 7872 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 5264 members 
Mstep: Class 42 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262040.000000 Penalty: 142600.890625
Iteration 120F: 43 clusters Score -1.11262e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 9092 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 42540 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 55443 members 
Mstep: Class 8 contains 162350 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 37649 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 112993 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 86718 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 34692 members 
Mstep: Class 21 contains 5201 members 
Mstep: Class 22 contains 9640 members 
Mstep: Class 23 contains 3314 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6319 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 38727 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 24499 members 
Mstep: Class 31 contains 20684 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 1078 members 
Mstep: Class 36 contains 5805 members 
Mstep: Class 37 contains 4261 members 
Mstep: Class 38 contains 7871 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 817 members 
Mstep: Class 41 contains 6160 members 
Mstep: Class 42 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262784.000000 Penalty: 142600.890625
Iteration 121Q: 43 clusters Score -1.112628e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 55071 members 
Mstep: Class 8 contains 162345 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 37644 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 112997 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 86650 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 34698 members 
Mstep: Class 21 contains 5202 members 
Mstep: Class 22 contains 9629 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6335 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 38382 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2627 members 
Mstep: Class 30 contains 24494 members 
Mstep: Class 31 contains 20676 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 1948 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 1082 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 4282 members 
Mstep: Class 38 contains 7879 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 816 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263472.000000 Penalty: 142600.890625
Iteration 122Q: 43 clusters Score -1.112635e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14792 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 54726 members 
Mstep: Class 8 contains 162367 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 37640 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 6981 members 
Mstep: Class 16 contains 112994 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 86586 members 
Mstep: Class 19 contains 6926 members 
Mstep: Class 20 contains 34704 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 9609 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6346 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 38085 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2617 members 
Mstep: Class 30 contains 24498 members 
Mstep: Class 31 contains 20667 members 
Mstep: Class 32 contains 83089 members 
Mstep: Class 33 contains 1956 members 
Mstep: Class 34 contains 4994 members 
Mstep: Class 35 contains 1090 members 
Mstep: Class 36 contains 5770 members 
Mstep: Class 37 contains 4301 members 
Mstep: Class 38 contains 7884 members 
Mstep: Class 39 contains 1293 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 7578 members 
Mstep: Class 42 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263744.000000 Penalty: 142600.890625
Iteration 123Q: 43 clusters Score -1.112637e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 9132 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 42422 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 54420 members 
Mstep: Class 8 contains 162400 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2114 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 37633 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 6771 members 
Mstep: Class 15 contains 6982 members 
Mstep: Class 16 contains 112999 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 86508 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 34711 members 
Mstep: Class 21 contains 5201 members 
Mstep: Class 22 contains 9580 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6354 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 37851 members 
Mstep: Class 28 contains 14943 members 
Mstep: Class 29 contains 2612 members 
Mstep: Class 30 contains 24495 members 
Mstep: Class 31 contains 20663 members 
Mstep: Class 32 contains 83083 members 
Mstep: Class 33 contains 1962 members 
Mstep: Class 34 contains 4993 members 
Mstep: Class 35 contains 1091 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 4311 members 
Mstep: Class 38 contains 7884 members 
Mstep: Class 39 contains 1292 members 
Mstep: Class 40 contains 813 members 
Mstep: Class 41 contains 8140 members 
Mstep: Class 42 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264192.000000 Penalty: 142600.890625
Iteration 124Q: 43 clusters Score -1.112642e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 14773 members 
Mstep: Class 5 contains 42393 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 54189 members 
Mstep: Class 8 contains 162438 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2114 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 37628 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 6981 members 
Mstep: Class 16 contains 113004 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 86443 members 
Mstep: Class 19 contains 7025 members 
Mstep: Class 20 contains 34719 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 3324 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 37626 members 
Mstep: Class 28 contains 14941 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 24501 members 
Mstep: Class 31 contains 20660 members 
Mstep: Class 32 contains 83080 members 
Mstep: Class 33 contains 1964 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 1092 members 
Mstep: Class 36 contains 5760 members 
Mstep: Class 37 contains 4326 members 
Mstep: Class 38 contains 7886 members 
Mstep: Class 39 contains 1292 members 
Mstep: Class 40 contains 814 members 
Mstep: Class 41 contains 8588 members 
Mstep: Class 42 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264232.000000 Penalty: 142600.890625
Iteration 125Q: 43 clusters Score -1.112642e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 14765 members 
Mstep: Class 5 contains 42367 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 53980 members 
Mstep: Class 8 contains 162493 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 37623 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 6980 members 
Mstep: Class 16 contains 113004 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 86415 members 
Mstep: Class 19 contains 7069 members 
Mstep: Class 20 contains 34724 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 9509 members 
Mstep: Class 23 contains 3327 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6369 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 37431 members 
Mstep: Class 28 contains 14941 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 24508 members 
Mstep: Class 31 contains 20659 members 
Mstep: Class 32 contains 83072 members 
Mstep: Class 33 contains 1981 members 
Mstep: Class 34 contains 4989 members 
Mstep: Class 35 contains 1093 members 
Mstep: Class 36 contains 5753 members 
Mstep: Class 37 contains 4332 members 
Mstep: Class 38 contains 7879 members 
Mstep: Class 39 contains 1290 members 
Mstep: Class 40 contains 810 members 
Mstep: Class 41 contains 8975 members 
Mstep: Class 42 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264304.000000 Penalty: 142600.890625
Iteration 126Q: 43 clusters Score -1.112643e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 14755 members 
Mstep: Class 5 contains 42341 members 
Mstep: Class 6 contains 6631 members 
Mstep: Class 7 contains 53827 members 
Mstep: Class 8 contains 162515 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 2117 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 37618 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 112994 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 86404 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 34729 members 
Mstep: Class 21 contains 5207 members 
Mstep: Class 22 contains 9484 members 
Mstep: Class 23 contains 3330 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6377 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 37256 members 
Mstep: Class 28 contains 14941 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 24514 members 
Mstep: Class 31 contains 20652 members 
Mstep: Class 32 contains 83073 members 
Mstep: Class 33 contains 1988 members 
Mstep: Class 34 contains 4988 members 
Mstep: Class 35 contains 1093 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 4336 members 
Mstep: Class 38 contains 7874 members 
Mstep: Class 39 contains 1289 members 
Mstep: Class 40 contains 808 members 
Mstep: Class 41 contains 9283 members 
Mstep: Class 42 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264536.000000 Penalty: 142600.890625
Iteration 127Q: 43 clusters Score -1.112645e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 14751 members 
Mstep: Class 5 contains 42324 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 53710 members 
Mstep: Class 8 contains 162510 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2117 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 37611 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 6986 members 
Mstep: Class 16 contains 112987 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 86396 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 34731 members 
Mstep: Class 21 contains 5206 members 
Mstep: Class 22 contains 9466 members 
Mstep: Class 23 contains 3334 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6381 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 37103 members 
Mstep: Class 28 contains 14942 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 24526 members 
Mstep: Class 31 contains 20643 members 
Mstep: Class 32 contains 83071 members 
Mstep: Class 33 contains 1997 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 1094 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 4345 members 
Mstep: Class 38 contains 7868 members 
Mstep: Class 39 contains 1288 members 
Mstep: Class 40 contains 801 members 
Mstep: Class 41 contains 9513 members 
Mstep: Class 42 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264592.000000 Penalty: 142600.890625
Iteration 128Q: 43 clusters Score -1.112646e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14742 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 53618 members 
Mstep: Class 8 contains 162512 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 37603 members 
Mstep: Class 13 contains 4269 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 6986 members 
Mstep: Class 16 contains 112973 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 86397 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 34736 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 9454 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36979 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 24546 members 
Mstep: Class 31 contains 20635 members 
Mstep: Class 32 contains 83064 members 
Mstep: Class 33 contains 2002 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 1097 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 4349 members 
Mstep: Class 38 contains 7875 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 794 members 
Mstep: Class 41 contains 9684 members 
Mstep: Class 42 contains 3857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264712.000000 Penalty: 142600.890625
Iteration 129Q: 43 clusters Score -1.112647e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14737 members 
Mstep: Class 5 contains 42308 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 53537 members 
Mstep: Class 8 contains 162504 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 37598 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 6989 members 
Mstep: Class 16 contains 112968 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 86410 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 34742 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9444 members 
Mstep: Class 23 contains 3340 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6382 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36859 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2600 members 
Mstep: Class 30 contains 24566 members 
Mstep: Class 31 contains 20629 members 
Mstep: Class 32 contains 83060 members 
Mstep: Class 33 contains 2005 members 
Mstep: Class 34 contains 4989 members 
Mstep: Class 35 contains 1099 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 4356 members 
Mstep: Class 38 contains 7873 members 
Mstep: Class 39 contains 1284 members 
Mstep: Class 40 contains 792 members 
Mstep: Class 41 contains 9837 members 
Mstep: Class 42 contains 3861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264624.000000 Penalty: 142600.890625
Iteration 130Q: 43 clusters Score -1.112646e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14734 members 
Mstep: Class 5 contains 42298 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 53469 members 
Mstep: Class 8 contains 162498 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 37593 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 16 contains 112964 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 86413 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 34745 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 9434 members 
Mstep: Class 23 contains 3343 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36771 members 
Mstep: Class 28 contains 14949 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24581 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 83059 members 
Mstep: Class 33 contains 2008 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 1100 members 
Mstep: Class 36 contains 5746 members 
Mstep: Class 37 contains 4361 members 
Mstep: Class 38 contains 7862 members 
Mstep: Class 39 contains 1284 members 
Mstep: Class 40 contains 790 members 
Mstep: Class 41 contains 9965 members 
Mstep: Class 42 contains 3864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264712.000000 Penalty: 142600.890625
Iteration 131Q: 43 clusters Score -1.112647e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14729 members 
Mstep: Class 5 contains 42296 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 53414 members 
Mstep: Class 8 contains 162486 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 37586 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 16 contains 112959 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 86416 members 
Mstep: Class 19 contains 7289 members 
Mstep: Class 20 contains 34751 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 9423 members 
Mstep: Class 23 contains 3347 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6382 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36679 members 
Mstep: Class 28 contains 14949 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24602 members 
Mstep: Class 31 contains 20612 members 
Mstep: Class 32 contains 83063 members 
Mstep: Class 33 contains 2010 members 
Mstep: Class 34 contains 4989 members 
Mstep: Class 35 contains 1101 members 
Mstep: Class 36 contains 5742 members 
Mstep: Class 37 contains 4367 members 
Mstep: Class 38 contains 7857 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 789 members 
Mstep: Class 41 contains 10067 members 
Mstep: Class 42 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264864.000000 Penalty: 142600.890625
Iteration 132Q: 43 clusters Score -1.112649e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 9210 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14729 members 
Mstep: Class 5 contains 42292 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 53356 members 
Mstep: Class 8 contains 162472 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 37576 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6802 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 16 contains 112964 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 86423 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 34761 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9414 members 
Mstep: Class 23 contains 3348 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36586 members 
Mstep: Class 28 contains 14948 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24603 members 
Mstep: Class 31 contains 20601 members 
Mstep: Class 32 contains 83070 members 
Mstep: Class 33 contains 2010 members 
Mstep: Class 34 contains 4988 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 5742 members 
Mstep: Class 37 contains 4374 members 
Mstep: Class 38 contains 7853 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 791 members 
Mstep: Class 41 contains 10174 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265072.000000 Penalty: 142600.890625
Iteration 133Q: 43 clusters Score -1.112651e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 9214 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 14726 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 53306 members 
Mstep: Class 8 contains 162471 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 37567 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 6997 members 
Mstep: Class 16 contains 112960 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 86436 members 
Mstep: Class 19 contains 7360 members 
Mstep: Class 20 contains 34771 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9405 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36511 members 
Mstep: Class 28 contains 14949 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24607 members 
Mstep: Class 31 contains 20593 members 
Mstep: Class 32 contains 83072 members 
Mstep: Class 33 contains 2011 members 
Mstep: Class 34 contains 4988 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 5742 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 7854 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 793 members 
Mstep: Class 41 contains 10262 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265168.000000 Penalty: 142600.890625
Iteration 134Q: 43 clusters Score -1.112652e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14723 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 53260 members 
Mstep: Class 8 contains 162475 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37554 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 6997 members 
Mstep: Class 16 contains 112959 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 86441 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 34779 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9405 members 
Mstep: Class 23 contains 3351 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36451 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24607 members 
Mstep: Class 31 contains 20593 members 
Mstep: Class 32 contains 83076 members 
Mstep: Class 33 contains 2014 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 7856 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 793 members 
Mstep: Class 41 contains 10328 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265144.000000 Penalty: 142600.890625
Iteration 135Q: 43 clusters Score -1.112651e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 9219 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14722 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 53220 members 
Mstep: Class 8 contains 162478 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37543 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 112961 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 86448 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 34786 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36411 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24604 members 
Mstep: Class 31 contains 20590 members 
Mstep: Class 32 contains 83072 members 
Mstep: Class 33 contains 2016 members 
Mstep: Class 34 contains 4982 members 
Mstep: Class 35 contains 1110 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4386 members 
Mstep: Class 38 contains 7855 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 791 members 
Mstep: Class 41 contains 10386 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265344.000000 Penalty: 142600.890625
Iteration 136Q: 43 clusters Score -1.112653e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 9225 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14720 members 
Mstep: Class 5 contains 42249 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 53184 members 
Mstep: Class 8 contains 162487 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37533 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 7001 members 
Mstep: Class 16 contains 112961 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 86456 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 34794 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6384 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36378 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24599 members 
Mstep: Class 31 contains 20583 members 
Mstep: Class 32 contains 83075 members 
Mstep: Class 33 contains 2016 members 
Mstep: Class 34 contains 4982 members 
Mstep: Class 35 contains 1116 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4390 members 
Mstep: Class 38 contains 7849 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 790 members 
Mstep: Class 41 contains 10446 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265488.000000 Penalty: 142600.890625
Iteration 137Q: 43 clusters Score -1.112655e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14715 members 
Mstep: Class 5 contains 42239 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 53163 members 
Mstep: Class 8 contains 162495 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37522 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 16 contains 112951 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 86461 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 34799 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9385 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6386 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36355 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24603 members 
Mstep: Class 31 contains 20580 members 
Mstep: Class 32 contains 83078 members 
Mstep: Class 33 contains 2016 members 
Mstep: Class 34 contains 4981 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 7839 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 790 members 
Mstep: Class 41 contains 10485 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265432.000000 Penalty: 142600.890625
Iteration 138Q: 43 clusters Score -1.112654e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14715 members 
Mstep: Class 5 contains 42231 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 53150 members 
Mstep: Class 8 contains 162497 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37510 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 7010 members 
Mstep: Class 16 contains 112948 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 86469 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 34808 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9380 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6386 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36321 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24607 members 
Mstep: Class 31 contains 20577 members 
Mstep: Class 32 contains 83081 members 
Mstep: Class 33 contains 2016 members 
Mstep: Class 34 contains 4979 members 
Mstep: Class 35 contains 1143 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 7838 members 
Mstep: Class 39 contains 1242 members 
Mstep: Class 40 contains 790 members 
Mstep: Class 41 contains 10503 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265352.000000 Penalty: 142600.890625
Iteration 139Q: 43 clusters Score -1.112654e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14715 members 
Mstep: Class 5 contains 42222 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 53135 members 
Mstep: Class 8 contains 162503 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37505 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 112947 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 86483 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 34813 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6386 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36281 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24612 members 
Mstep: Class 31 contains 20573 members 
Mstep: Class 32 contains 83080 members 
Mstep: Class 33 contains 2016 members 
Mstep: Class 34 contains 4979 members 
Mstep: Class 35 contains 1164 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4399 members 
Mstep: Class 38 contains 7833 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 790 members 
Mstep: Class 41 contains 10519 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265256.000000 Penalty: 142600.890625
Iteration 140F: 43 clusters Score -1.112653e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14714 members 
Mstep: Class 5 contains 42219 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 53113 members 
Mstep: Class 8 contains 162495 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 37498 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 7017 members 
Mstep: Class 16 contains 112946 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 86480 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 34818 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9367 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6387 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 36241 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24620 members 
Mstep: Class 31 contains 20563 members 
Mstep: Class 32 contains 83082 members 
Mstep: Class 33 contains 2016 members 
Mstep: Class 34 contains 4979 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 7824 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 792 members 
Mstep: Class 41 contains 10587 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265712.000000 Penalty: 142600.890625
Iteration 141Q: 43 clusters Score -1.112657e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 9254 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14715 members 
Mstep: Class 5 contains 42214 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 53093 members 
Mstep: Class 8 contains 162477 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 37491 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6809 members 
Mstep: Class 15 contains 7025 members 
Mstep: Class 16 contains 112939 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 86480 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 34821 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9360 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6389 members 
Mstep: Class 26 contains 595 members 
Mstep: Class 27 contains 36191 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24629 members 
Mstep: Class 31 contains 20557 members 
Mstep: Class 32 contains 83082 members 
Mstep: Class 33 contains 2018 members 
Mstep: Class 34 contains 4978 members 
Mstep: Class 35 contains 1254 members 
Mstep: Class 36 contains 5741 members 
Mstep: Class 37 contains 4414 members 
Mstep: Class 38 contains 7814 members 
Mstep: Class 39 contains 1142 members 
Mstep: Class 40 contains 788 members 
Mstep: Class 41 contains 10649 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266016.000000 Penalty: 142600.890625
Iteration 142Q: 43 clusters Score -1.11266e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 9262 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 42212 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 53071 members 
Mstep: Class 8 contains 162471 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37484 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 7032 members 
Mstep: Class 16 contains 112930 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 86484 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 34823 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9354 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6391 members 
Mstep: Class 26 contains 594 members 
Mstep: Class 27 contains 36136 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24647 members 
Mstep: Class 31 contains 20549 members 
Mstep: Class 32 contains 83087 members 
Mstep: Class 33 contains 2021 members 
Mstep: Class 34 contains 4977 members 
Mstep: Class 35 contains 1270 members 
Mstep: Class 36 contains 5741 members 
Mstep: Class 37 contains 4420 members 
Mstep: Class 38 contains 7802 members 
Mstep: Class 39 contains 1136 members 
Mstep: Class 40 contains 784 members 
Mstep: Class 41 contains 10701 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266056.000000 Penalty: 142600.890625
Iteration 143Q: 43 clusters Score -1.112661e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 42211 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 53042 members 
Mstep: Class 8 contains 162465 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37476 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 112927 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 86491 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 34828 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9348 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6393 members 
Mstep: Class 26 contains 593 members 
Mstep: Class 27 contains 36072 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24655 members 
Mstep: Class 31 contains 20538 members 
Mstep: Class 32 contains 83088 members 
Mstep: Class 33 contains 2025 members 
Mstep: Class 34 contains 4975 members 
Mstep: Class 35 contains 1278 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4427 members 
Mstep: Class 38 contains 7798 members 
Mstep: Class 39 contains 1130 members 
Mstep: Class 40 contains 780 members 
Mstep: Class 41 contains 10776 members 
Mstep: Class 42 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266056.000000 Penalty: 142600.890625
Iteration 144Q: 43 clusters Score -1.112661e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14709 members 
Mstep: Class 5 contains 42203 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 53017 members 
Mstep: Class 8 contains 162463 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37469 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 112920 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 86501 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 34833 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 9341 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6394 members 
Mstep: Class 26 contains 593 members 
Mstep: Class 27 contains 36022 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24669 members 
Mstep: Class 31 contains 20528 members 
Mstep: Class 32 contains 83092 members 
Mstep: Class 33 contains 2028 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4432 members 
Mstep: Class 38 contains 7792 members 
Mstep: Class 39 contains 1119 members 
Mstep: Class 40 contains 779 members 
Mstep: Class 41 contains 10830 members 
Mstep: Class 42 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266168.000000 Penalty: 142600.890625
Iteration 145Q: 43 clusters Score -1.112662e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 9285 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 14707 members 
Mstep: Class 5 contains 42206 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 52991 members 
Mstep: Class 8 contains 162464 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37464 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 112911 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 86506 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 34836 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 9337 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 593 members 
Mstep: Class 27 contains 35967 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24673 members 
Mstep: Class 31 contains 20523 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2035 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 1310 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4438 members 
Mstep: Class 38 contains 7788 members 
Mstep: Class 39 contains 1106 members 
Mstep: Class 40 contains 774 members 
Mstep: Class 41 contains 10882 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266336.000000 Penalty: 142600.890625
Iteration 146Q: 43 clusters Score -1.112663e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14706 members 
Mstep: Class 5 contains 42208 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 52965 members 
Mstep: Class 8 contains 162456 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 37457 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 112909 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 86513 members 
Mstep: Class 19 contains 7633 members 
Mstep: Class 20 contains 34841 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 9333 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6397 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 35919 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24677 members 
Mstep: Class 31 contains 20521 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2042 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 7785 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 766 members 
Mstep: Class 41 contains 10931 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266304.000000 Penalty: 142600.890625
Iteration 147Q: 43 clusters Score -1.112663e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 9290 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14704 members 
Mstep: Class 5 contains 42208 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52931 members 
Mstep: Class 8 contains 162464 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 37444 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 7054 members 
Mstep: Class 16 contains 112907 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 86527 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 20 contains 34852 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9326 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 1784 members 
Mstep: Class 25 contains 6398 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 35863 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24693 members 
Mstep: Class 31 contains 20520 members 
Mstep: Class 32 contains 83099 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 1334 members 
Mstep: Class 36 contains 5739 members 
Mstep: Class 37 contains 4460 members 
Mstep: Class 38 contains 7782 members 
Mstep: Class 39 contains 1086 members 
Mstep: Class 40 contains 757 members 
Mstep: Class 41 contains 10986 members 
Mstep: Class 42 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266184.000000 Penalty: 142600.890625
Iteration 148Q: 43 clusters Score -1.112662e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14704 members 
Mstep: Class 5 contains 42215 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52898 members 
Mstep: Class 8 contains 162472 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 37431 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 7059 members 
Mstep: Class 16 contains 112903 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 86538 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 20 contains 34863 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9321 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 6398 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 35807 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24706 members 
Mstep: Class 31 contains 20515 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2051 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 1341 members 
Mstep: Class 36 contains 5738 members 
Mstep: Class 37 contains 4469 members 
Mstep: Class 38 contains 7781 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 758 members 
Mstep: Class 41 contains 11046 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266312.000000 Penalty: 142600.890625
Iteration 149Q: 43 clusters Score -1.112663e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14702 members 
Mstep: Class 5 contains 42216 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52870 members 
Mstep: Class 8 contains 162487 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 37423 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 112894 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 86552 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 20 contains 34870 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9317 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6399 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 35769 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24719 members 
Mstep: Class 31 contains 20511 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2052 members 
Mstep: Class 34 contains 4975 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 5738 members 
Mstep: Class 37 contains 4473 members 
Mstep: Class 38 contains 7785 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 757 members 
Mstep: Class 41 contains 11096 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266200.000000 Penalty: 142600.890625
Iteration 150Q: 43 clusters Score -1.112662e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 42217 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 52844 members 
Mstep: Class 8 contains 162494 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37413 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 112889 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 86574 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 34876 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9310 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 6401 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 35719 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24730 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2052 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 5738 members 
Mstep: Class 37 contains 4477 members 
Mstep: Class 38 contains 7786 members 
Mstep: Class 39 contains 1043 members 
Mstep: Class 40 contains 754 members 
Mstep: Class 41 contains 11144 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266312.000000 Penalty: 142600.890625
Iteration 151Q: 43 clusters Score -1.112663e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 9299 members 
Mstep: Class 3 contains 11463 members 
Mstep: Class 4 contains 14698 members 
Mstep: Class 5 contains 42213 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52827 members 
Mstep: Class 8 contains 162493 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37407 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 16 contains 112885 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 86592 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 34881 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9306 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 6404 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35673 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24739 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2054 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1363 members 
Mstep: Class 36 contains 5738 members 
Mstep: Class 37 contains 4477 members 
Mstep: Class 38 contains 7797 members 
Mstep: Class 39 contains 1030 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 11183 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266376.000000 Penalty: 142600.890625
Iteration 152Q: 43 clusters Score -1.112664e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 14698 members 
Mstep: Class 5 contains 42207 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52805 members 
Mstep: Class 8 contains 162498 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37399 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 16 contains 112887 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 86608 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 34886 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 9304 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 6405 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35636 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24745 members 
Mstep: Class 31 contains 20509 members 
Mstep: Class 32 contains 83092 members 
Mstep: Class 33 contains 2055 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1369 members 
Mstep: Class 36 contains 5738 members 
Mstep: Class 37 contains 4482 members 
Mstep: Class 38 contains 7802 members 
Mstep: Class 39 contains 1013 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266264.000000 Penalty: 142600.890625
Iteration 153Q: 43 clusters Score -1.112663e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 14695 members 
Mstep: Class 5 contains 42204 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52783 members 
Mstep: Class 8 contains 162489 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37390 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 16 contains 112890 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 86617 members 
Mstep: Class 19 contains 7695 members 
Mstep: Class 20 contains 34893 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9303 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6406 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35617 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24750 members 
Mstep: Class 31 contains 20508 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2056 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1373 members 
Mstep: Class 36 contains 5738 members 
Mstep: Class 37 contains 4484 members 
Mstep: Class 38 contains 7803 members 
Mstep: Class 39 contains 1003 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11241 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266200.000000 Penalty: 142600.890625
Iteration 154Q: 43 clusters Score -1.112662e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 9309 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 14693 members 
Mstep: Class 5 contains 42202 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52768 members 
Mstep: Class 8 contains 162484 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37381 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 112890 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 86628 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 34902 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9302 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6408 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35597 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24756 members 
Mstep: Class 31 contains 20507 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4975 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4487 members 
Mstep: Class 38 contains 7799 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11255 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266352.000000 Penalty: 142600.890625
Iteration 155Q: 43 clusters Score -1.112664e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 4 contains 14694 members 
Mstep: Class 5 contains 42202 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 52753 members 
Mstep: Class 8 contains 162474 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37372 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 112888 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 86632 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 34907 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9301 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35562 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24764 members 
Mstep: Class 31 contains 20511 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4975 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4492 members 
Mstep: Class 38 contains 7799 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11282 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266368.000000 Penalty: 142600.890625
Iteration 156Q: 43 clusters Score -1.112664e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 9322 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 4 contains 14693 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 52736 members 
Mstep: Class 8 contains 162471 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37368 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 112883 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 86641 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 34910 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9295 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6408 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35535 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24765 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4494 members 
Mstep: Class 38 contains 7793 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 11311 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266416.000000 Penalty: 142600.890625
Iteration 157Q: 43 clusters Score -1.112664e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 9328 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 52721 members 
Mstep: Class 8 contains 162475 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37363 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 112876 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 86644 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 34916 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35504 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24769 members 
Mstep: Class 31 contains 20512 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4496 members 
Mstep: Class 38 contains 7793 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 11330 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266560.000000 Penalty: 142600.890625
Iteration 158Q: 43 clusters Score -1.112666e+08 nChanged 143
Entering ConstructFrom: 
Score: -111266560.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (23117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Entering Unmasked Estep 
Score: -2985244.750000 Penalty: 2491.984375
	Iteration 0F: 2 clusters Score -2985245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2969173.750000 Penalty: 4983.968750
	Iteration 0F: 3 clusters Score -2969174 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2974560.750000 Penalty: 4983.968750
	Iteration 1F: 3 clusters Score -2974561 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2974917.000000 Penalty: 4983.968750
	Iteration 2Q: 3 clusters Score -2974917 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2975256.500000 Penalty: 4983.968750
	Iteration 3Q: 3 clusters Score -2975256 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2975583.000000 Penalty: 4983.968750
	Iteration 4Q: 3 clusters Score -2975583 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2975935.500000 Penalty: 4983.968750
	Iteration 5Q: 3 clusters Score -2975936 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2976451.250000 Penalty: 4983.968750
	Iteration 6Q: 3 clusters Score -2976451 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2977059.250000 Penalty: 4983.968750
	Iteration 7Q: 3 clusters Score -2977059 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2977792.000000 Penalty: 4983.968750
	Iteration 8Q: 3 clusters Score -2977792 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2978650.000000 Penalty: 4983.968750
	Iteration 9F: 3 clusters Score -2978650 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2979514.750000 Penalty: 4983.968750
	Iteration 10F: 3 clusters Score -2979515 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2980361.000000 Penalty: 4983.968750
	Iteration 11Q: 3 clusters Score -2980361 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2981100.250000 Penalty: 4983.968750
	Iteration 12Q: 3 clusters Score -2981100 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2981680.250000 Penalty: 4983.968750
	Iteration 13Q: 3 clusters Score -2981680 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2982138.500000 Penalty: 4983.968750
	Iteration 14Q: 3 clusters Score -2982138 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2982457.000000 Penalty: 4983.968750
	Iteration 15Q: 3 clusters Score -2982457 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2982655.250000 Penalty: 4983.968750
	Iteration 16Q: 3 clusters Score -2982655 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2982784.250000 Penalty: 4983.968750
	Iteration 17Q: 3 clusters Score -2982784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2982867.750000 Penalty: 4983.968750
	Iteration 18Q: 3 clusters Score -2982868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2982927.500000 Penalty: 4983.968750
	Iteration 19Q: 3 clusters Score -2982928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2982963.750000 Penalty: 4983.968750
	Iteration 20F: 3 clusters Score -2982964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2982991.250000 Penalty: 4983.968750
	Iteration 21Q: 3 clusters Score -2982991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2983010.500000 Penalty: 4983.968750
	Iteration 22Q: 3 clusters Score -2983010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2983021.750000 Penalty: 4983.968750
	Iteration 23Q: 3 clusters Score -2983022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2983031.000000 Penalty: 4983.968750
	Iteration 24Q: 3 clusters Score -2983031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2983043.250000 Penalty: 4983.968750
	Iteration 25Q: 3 clusters Score -2983043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2983045.250000 Penalty: 4983.968750
	Iteration 26Q: 3 clusters Score -2983045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2983049.750000 Penalty: 4983.968750
	Iteration 27Q: 3 clusters Score -2983050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2983053.250000 Penalty: 4983.968750
	Iteration 28Q: 3 clusters Score -2983053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2983054.500000 Penalty: 4983.968750
	Iteration 29Q: 3 clusters Score -2983054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2983054.750000 Penalty: 4983.968750
	Iteration 30Q: 3 clusters Score -2983055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2983056.750000 Penalty: 4983.968750
	Iteration 31Q: 3 clusters Score -2983057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2983056.750000 Penalty: 4983.968750
	Iteration 32Q: 3 clusters Score -2983057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2983056.750000 Penalty: 4983.968750
	Iteration 33F: 3 clusters Score -2983057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Entering Unmasked Estep 
Score: -1211668.125000 Penalty: 2267.071777
	Iteration 0F: 2 clusters Score -1211668 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 4671 members 
Entering Unmasked Estep 
Score: -1204470.000000 Penalty: 4534.143555
	Iteration 0F: 3 clusters Score -1204470 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1206620.125000 Penalty: 4534.143555
	Iteration 1F: 3 clusters Score -1206620 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1206954.625000 Penalty: 4534.143555
	Iteration 2F: 3 clusters Score -1206955 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1207266.500000 Penalty: 4534.143555
	Iteration 3F: 3 clusters Score -1207266 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1207613.000000 Penalty: 4534.143555
	Iteration 4F: 3 clusters Score -1207613 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1207956.000000 Penalty: 4534.143555
	Iteration 5F: 3 clusters Score -1207956 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1208311.500000 Penalty: 4534.143555
	Iteration 6F: 3 clusters Score -1208312 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1208597.750000 Penalty: 4534.143555
	Iteration 7Q: 3 clusters Score -1208598 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1208839.500000 Penalty: 4534.143555
	Iteration 8Q: 3 clusters Score -1208840 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1209015.625000 Penalty: 4534.143555
	Iteration 9Q: 3 clusters Score -1209016 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1209144.875000 Penalty: 4534.143555
	Iteration 10Q: 3 clusters Score -1209145 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1209219.000000 Penalty: 4534.143555
	Iteration 11Q: 3 clusters Score -1209219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1209271.875000 Penalty: 4534.143555
	Iteration 12Q: 3 clusters Score -1209272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1209299.500000 Penalty: 4534.143555
	Iteration 13Q: 3 clusters Score -1209300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1209325.500000 Penalty: 4534.143555
	Iteration 14Q: 3 clusters Score -1209326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1209350.875000 Penalty: 4534.143555
	Iteration 15Q: 3 clusters Score -1209351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1209364.750000 Penalty: 4534.143555
	Iteration 16Q: 3 clusters Score -1209365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1209379.000000 Penalty: 4534.143555
	Iteration 17Q: 3 clusters Score -1209379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1209393.250000 Penalty: 4534.143555
	Iteration 18Q: 3 clusters Score -1209393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1209404.375000 Penalty: 4534.143555
	Iteration 19Q: 3 clusters Score -1209404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1209416.875000 Penalty: 4534.143555
	Iteration 20F: 3 clusters Score -1209417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1209426.250000 Penalty: 4534.143555
	Iteration 21Q: 3 clusters Score -1209426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1209436.625000 Penalty: 4534.143555
	Iteration 22Q: 3 clusters Score -1209437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1209441.875000 Penalty: 4534.143555
	Iteration 23Q: 3 clusters Score -1209442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1209447.375000 Penalty: 4534.143555
	Iteration 24Q: 3 clusters Score -1209447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1209451.000000 Penalty: 4534.143555
	Iteration 25Q: 3 clusters Score -1209451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1209459.000000 Penalty: 4534.143555
	Iteration 26Q: 3 clusters Score -1209459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1209465.125000 Penalty: 4534.143555
	Iteration 27Q: 3 clusters Score -1209465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1209473.000000 Penalty: 4534.143555
	Iteration 28Q: 3 clusters Score -1209473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1209477.000000 Penalty: 4534.143555
	Iteration 29Q: 3 clusters Score -1209477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1209480.875000 Penalty: 4534.143555
	Iteration 30Q: 3 clusters Score -1209481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1209483.750000 Penalty: 4534.143555
	Iteration 31Q: 3 clusters Score -1209484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1209488.250000 Penalty: 4534.143555
	Iteration 32Q: 3 clusters Score -1209488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1209492.000000 Penalty: 4534.143555
	Iteration 33Q: 3 clusters Score -1209492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1209499.250000 Penalty: 4534.143555
	Iteration 34Q: 3 clusters Score -1209499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1209502.500000 Penalty: 4534.143555
	Iteration 35Q: 3 clusters Score -1209502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1209503.875000 Penalty: 4534.143555
	Iteration 36Q: 3 clusters Score -1209504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1209511.750000 Penalty: 4534.143555
	Iteration 37Q: 3 clusters Score -1209512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1209520.250000 Penalty: 4534.143555
	Iteration 38Q: 3 clusters Score -1209520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1209526.500000 Penalty: 4534.143555
	Iteration 39Q: 3 clusters Score -1209526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1209529.625000 Penalty: 4534.143555
	Iteration 40F: 3 clusters Score -1209530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1209534.125000 Penalty: 4534.143555
	Iteration 41Q: 3 clusters Score -1209534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1209540.625000 Penalty: 4534.143555
	Iteration 42Q: 3 clusters Score -1209541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1209544.250000 Penalty: 4534.143555
	Iteration 43Q: 3 clusters Score -1209544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1209550.125000 Penalty: 4534.143555
	Iteration 44Q: 3 clusters Score -1209550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1209556.000000 Penalty: 4534.143555
	Iteration 45Q: 3 clusters Score -1209556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1209566.750000 Penalty: 4534.143555
	Iteration 46Q: 3 clusters Score -1209567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1209568.625000 Penalty: 4534.143555
	Iteration 47Q: 3 clusters Score -1209569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1209574.625000 Penalty: 4534.143555
	Iteration 48Q: 3 clusters Score -1209575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1209578.500000 Penalty: 4534.143555
	Iteration 49Q: 3 clusters Score -1209578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1209585.250000 Penalty: 4534.143555
	Iteration 50Q: 3 clusters Score -1209585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1209589.375000 Penalty: 4534.143555
	Iteration 51Q: 3 clusters Score -1209589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1209595.000000 Penalty: 4534.143555
	Iteration 52Q: 3 clusters Score -1209595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1209601.625000 Penalty: 4534.143555
	Iteration 53Q: 3 clusters Score -1209602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1209615.500000 Penalty: 4534.143555
	Iteration 54Q: 3 clusters Score -1209616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1209626.875000 Penalty: 4534.143555
	Iteration 55Q: 3 clusters Score -1209627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1209639.250000 Penalty: 4534.143555
	Iteration 56Q: 3 clusters Score -1209639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1209651.125000 Penalty: 4534.143555
	Iteration 57Q: 3 clusters Score -1209651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1209664.375000 Penalty: 4534.143555
	Iteration 58Q: 3 clusters Score -1209664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1209683.375000 Penalty: 4534.143555
	Iteration 59Q: 3 clusters Score -1209683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1209702.125000 Penalty: 4534.143555
	Iteration 60F: 3 clusters Score -1209702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1209724.375000 Penalty: 4534.143555
	Iteration 61Q: 3 clusters Score -1209724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1209743.250000 Penalty: 4534.143555
	Iteration 62Q: 3 clusters Score -1209743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1209757.125000 Penalty: 4534.143555
	Iteration 63Q: 3 clusters Score -1209757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1209764.500000 Penalty: 4534.143555
	Iteration 64Q: 3 clusters Score -1209764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1209776.750000 Penalty: 4534.143555
	Iteration 65Q: 3 clusters Score -1209777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1209782.500000 Penalty: 4534.143555
	Iteration 66Q: 3 clusters Score -1209782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1209792.500000 Penalty: 4534.143555
	Iteration 67Q: 3 clusters Score -1209792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1209795.875000 Penalty: 4534.143555
	Iteration 68Q: 3 clusters Score -1209796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1209802.625000 Penalty: 4534.143555
	Iteration 69Q: 3 clusters Score -1209803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1209802.750000 Penalty: 4534.143555
	Iteration 70Q: 3 clusters Score -1209803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1209801.500000 Penalty: 4534.143555
	Iteration 71Q: 3 clusters Score -1209802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1209804.000000 Penalty: 4534.143555
	Iteration 72Q: 3 clusters Score -1209804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1209809.000000 Penalty: 4534.143555
	Iteration 73Q: 3 clusters Score -1209809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1209810.000000 Penalty: 4534.143555
	Iteration 74Q: 3 clusters Score -1209810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1209815.875000 Penalty: 4534.143555
	Iteration 75Q: 3 clusters Score -1209816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1209819.500000 Penalty: 4534.143555
	Iteration 76Q: 3 clusters Score -1209820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1209822.500000 Penalty: 4534.143555
	Iteration 77Q: 3 clusters Score -1209822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1209827.250000 Penalty: 4534.143555
	Iteration 78Q: 3 clusters Score -1209827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1209831.500000 Penalty: 4534.143555
	Iteration 79Q: 3 clusters Score -1209832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1209834.125000 Penalty: 4534.143555
	Iteration 80F: 3 clusters Score -1209834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1209837.875000 Penalty: 4534.143555
	Iteration 81Q: 3 clusters Score -1209838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1209838.625000 Penalty: 4534.143555
	Iteration 82Q: 3 clusters Score -1209839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1209842.125000 Penalty: 4534.143555
	Iteration 83Q: 3 clusters Score -1209842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1209843.000000 Penalty: 4534.143555
	Iteration 84Q: 3 clusters Score -1209843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1209844.750000 Penalty: 4534.143555
	Iteration 85Q: 3 clusters Score -1209845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1209845.000000 Penalty: 4534.143555
	Iteration 86Q: 3 clusters Score -1209845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1209846.000000 Penalty: 4534.143555
	Iteration 87Q: 3 clusters Score -1209846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1209847.250000 Penalty: 4534.143555
	Iteration 88Q: 3 clusters Score -1209847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1209848.125000 Penalty: 4534.143555
	Iteration 89Q: 3 clusters Score -1209848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1209846.750000 Penalty: 4534.143555
	Iteration 90Q: 3 clusters Score -1209847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1209848.625000 Penalty: 4534.143555
	Iteration 91Q: 3 clusters Score -1209849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1209849.750000 Penalty: 4534.143555
	Iteration 92Q: 3 clusters Score -1209850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1209852.250000 Penalty: 4534.143555
	Iteration 93Q: 3 clusters Score -1209852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1209850.625000 Penalty: 4534.143555
	Iteration 94Q: 3 clusters Score -1209851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1209851.125000 Penalty: 4534.143555
	Iteration 95Q: 3 clusters Score -1209851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1209849.875000 Penalty: 4534.143555
	Iteration 96Q: 3 clusters Score -1209850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1209852.000000 Penalty: 4534.143555
	Iteration 97Q: 3 clusters Score -1209852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1209852.000000 Penalty: 4534.143555
	Iteration 98F: 3 clusters Score -1209852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Entering Unmasked Estep 
Score: -1496035.750000 Penalty: 2318.112793
	Iteration 0F: 2 clusters Score -1496036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1487453.125000 Penalty: 4636.225586
	Iteration 0F: 3 clusters Score -1487453 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1490127.125000 Penalty: 4636.225586
	Iteration 1F: 3 clusters Score -1490127 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1490602.750000 Penalty: 4636.225586
	Iteration 2F: 3 clusters Score -1490603 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1491186.125000 Penalty: 4636.225586
	Iteration 3F: 3 clusters Score -1491186 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1492073.625000 Penalty: 4636.225586
	Iteration 4F: 3 clusters Score -1492074 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1493303.125000 Penalty: 4636.225586
	Iteration 5F: 3 clusters Score -1493303 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1494345.750000 Penalty: 4636.225586
	Iteration 6F: 3 clusters Score -1494346 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1494867.875000 Penalty: 4636.225586
	Iteration 7F: 3 clusters Score -1494868 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1495091.000000 Penalty: 4636.225586
	Iteration 8Q: 3 clusters Score -1495091 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1495208.500000 Penalty: 4636.225586
	Iteration 9Q: 3 clusters Score -1495208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1495273.000000 Penalty: 4636.225586
	Iteration 10Q: 3 clusters Score -1495273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1495313.375000 Penalty: 4636.225586
	Iteration 11Q: 3 clusters Score -1495313 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1495340.875000 Penalty: 4636.225586
	Iteration 12Q: 3 clusters Score -1495341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1495353.875000 Penalty: 4636.225586
	Iteration 13Q: 3 clusters Score -1495354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1495367.000000 Penalty: 4636.225586
	Iteration 14Q: 3 clusters Score -1495367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1495382.000000 Penalty: 4636.225586
	Iteration 15Q: 3 clusters Score -1495382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1495381.875000 Penalty: 4636.225586
	Iteration 16Q: 3 clusters Score -1495382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1495383.875000 Penalty: 4636.225586
	Iteration 17Q: 3 clusters Score -1495384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1495384.625000 Penalty: 4636.225586
	Iteration 18Q: 3 clusters Score -1495385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1495391.125000 Penalty: 4636.225586
	Iteration 19Q: 3 clusters Score -1495391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1495394.250000 Penalty: 4636.225586
	Iteration 20F: 3 clusters Score -1495394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1495391.875000 Penalty: 4636.225586
	Iteration 21Q: 3 clusters Score -1495392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1495394.750000 Penalty: 4636.225586
	Iteration 22Q: 3 clusters Score -1495395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1495395.875000 Penalty: 4636.225586
	Iteration 23Q: 3 clusters Score -1495396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1495400.250000 Penalty: 4636.225586
	Iteration 24Q: 3 clusters Score -1495400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1495400.250000 Penalty: 4636.225586
	Iteration 25Q: 3 clusters Score -1495400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1495401.000000 Penalty: 4636.225586
	Iteration 26Q: 3 clusters Score -1495401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1495400.750000 Penalty: 4636.225586
	Iteration 27Q: 3 clusters Score -1495401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1495402.750000 Penalty: 4636.225586
	Iteration 28Q: 3 clusters Score -1495403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1495402.750000 Penalty: 4636.225586
	Iteration 29F: 3 clusters Score -1495403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Entering Unmasked Estep 
Score: -1877845.875000 Penalty: 2379.574463
	Iteration 0F: 2 clusters Score -1877846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1867322.125000 Penalty: 4759.148926
	Iteration 0F: 3 clusters Score -1867322 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1870797.625000 Penalty: 4759.148926
	Iteration 1F: 3 clusters Score -1870798 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1871390.750000 Penalty: 4759.148926
	Iteration 2F: 3 clusters Score -1871391 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1872066.250000 Penalty: 4759.148926
	Iteration 3F: 3 clusters Score -1872066 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1872771.750000 Penalty: 4759.148926
	Iteration 4F: 3 clusters Score -1872772 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1873450.500000 Penalty: 4759.148926
	Iteration 5F: 3 clusters Score -1873450 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1874056.500000 Penalty: 4759.148926
	Iteration 6F: 3 clusters Score -1874056 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1874551.250000 Penalty: 4759.148926
	Iteration 7F: 3 clusters Score -1874551 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1874890.125000 Penalty: 4759.148926
	Iteration 8Q: 3 clusters Score -1874890 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1875113.750000 Penalty: 4759.148926
	Iteration 9Q: 3 clusters Score -1875114 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1875265.375000 Penalty: 4759.148926
	Iteration 10Q: 3 clusters Score -1875265 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1875376.875000 Penalty: 4759.148926
	Iteration 11Q: 3 clusters Score -1875377 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1875470.500000 Penalty: 4759.148926
	Iteration 12Q: 3 clusters Score -1875470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1875553.625000 Penalty: 4759.148926
	Iteration 13Q: 3 clusters Score -1875554 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1875618.500000 Penalty: 4759.148926
	Iteration 14Q: 3 clusters Score -1875618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1875673.125000 Penalty: 4759.148926
	Iteration 15Q: 3 clusters Score -1875673 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1875726.500000 Penalty: 4759.148926
	Iteration 16Q: 3 clusters Score -1875726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1875764.125000 Penalty: 4759.148926
	Iteration 17Q: 3 clusters Score -1875764 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1875800.125000 Penalty: 4759.148926
	Iteration 18Q: 3 clusters Score -1875800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1875848.500000 Penalty: 4759.148926
	Iteration 19Q: 3 clusters Score -1875848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1875879.250000 Penalty: 4759.148926
	Iteration 20F: 3 clusters Score -1875879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1875914.000000 Penalty: 4759.148926
	Iteration 21Q: 3 clusters Score -1875914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1875955.000000 Penalty: 4759.148926
	Iteration 22Q: 3 clusters Score -1875955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1875984.000000 Penalty: 4759.148926
	Iteration 23Q: 3 clusters Score -1875984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1876005.250000 Penalty: 4759.148926
	Iteration 24Q: 3 clusters Score -1876005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1876032.500000 Penalty: 4759.148926
	Iteration 25Q: 3 clusters Score -1876032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1876053.750000 Penalty: 4759.148926
	Iteration 26Q: 3 clusters Score -1876054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1876067.875000 Penalty: 4759.148926
	Iteration 27Q: 3 clusters Score -1876068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1876089.250000 Penalty: 4759.148926
	Iteration 28Q: 3 clusters Score -1876089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1876101.500000 Penalty: 4759.148926
	Iteration 29Q: 3 clusters Score -1876102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1876114.375000 Penalty: 4759.148926
	Iteration 30Q: 3 clusters Score -1876114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1876118.000000 Penalty: 4759.148926
	Iteration 31Q: 3 clusters Score -1876118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1876130.125000 Penalty: 4759.148926
	Iteration 32Q: 3 clusters Score -1876130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1876131.625000 Penalty: 4759.148926
	Iteration 33Q: 3 clusters Score -1876132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1876135.750000 Penalty: 4759.148926
	Iteration 34Q: 3 clusters Score -1876136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1876142.000000 Penalty: 4759.148926
	Iteration 35Q: 3 clusters Score -1876142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1876135.500000 Penalty: 4759.148926
	Iteration 36Q: 3 clusters Score -1876136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1876143.000000 Penalty: 4759.148926
	Iteration 37Q: 3 clusters Score -1876143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1876151.875000 Penalty: 4759.148926
	Iteration 38Q: 3 clusters Score -1876152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1876155.625000 Penalty: 4759.148926
	Iteration 39Q: 3 clusters Score -1876156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1876158.000000 Penalty: 4759.148926
	Iteration 40F: 3 clusters Score -1876158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1876157.875000 Penalty: 4759.148926
	Iteration 41Q: 3 clusters Score -1876158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1876159.375000 Penalty: 4759.148926
	Iteration 42Q: 3 clusters Score -1876159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1876160.125000 Penalty: 4759.148926
	Iteration 43Q: 3 clusters Score -1876160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1876158.500000 Penalty: 4759.148926
	Iteration 44Q: 3 clusters Score -1876158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1876161.375000 Penalty: 4759.148926
	Iteration 45Q: 3 clusters Score -1876161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1876161.375000 Penalty: 4759.148926
	Iteration 46F: 3 clusters Score -1876161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Entering Unmasked Estep 
Score: -5494909.500000 Penalty: 2641.202148
	Iteration 0F: 2 clusters Score -5494910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5466460.500000 Penalty: 5282.404297
	Iteration 0F: 3 clusters Score -5466460 nChanged 19378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5477167.500000 Penalty: 5282.404297
	Iteration 1F: 3 clusters Score -5477168 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5477968.500000 Penalty: 5282.404297
	Iteration 2Q: 3 clusters Score -5477968 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -5478753.500000 Penalty: 5282.404297
	Iteration 3Q: 3 clusters Score -5478754 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5479694.500000 Penalty: 5282.404297
	Iteration 4F: 3 clusters Score -5479694 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5480681.000000 Penalty: 5282.404297
	Iteration 5F: 3 clusters Score -5480681 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5481574.500000 Penalty: 5282.404297
	Iteration 6Q: 3 clusters Score -5481574 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -5482578.000000 Penalty: 5282.404297
	Iteration 7Q: 3 clusters Score -5482578 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5483630.000000 Penalty: 5282.404297
	Iteration 8Q: 3 clusters Score -5483630 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5484887.000000 Penalty: 5282.404297
	Iteration 9Q: 3 clusters Score -5484887 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5486318.500000 Penalty: 5282.404297
	Iteration 10Q: 3 clusters Score -5486318 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5487597.000000 Penalty: 5282.404297
	Iteration 11Q: 3 clusters Score -5487597 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5488764.000000 Penalty: 5282.404297
	Iteration 12Q: 3 clusters Score -5488764 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -5489759.500000 Penalty: 5282.404297
	Iteration 13Q: 3 clusters Score -5489760 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -5490464.500000 Penalty: 5282.404297
	Iteration 14Q: 3 clusters Score -5490464 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -5491037.000000 Penalty: 5282.404297
	Iteration 15Q: 3 clusters Score -5491037 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -5491476.500000 Penalty: 5282.404297
	Iteration 16Q: 3 clusters Score -5491476 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5491811.500000 Penalty: 5282.404297
	Iteration 17Q: 3 clusters Score -5491812 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5492089.500000 Penalty: 5282.404297
	Iteration 18Q: 3 clusters Score -5492090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5492328.500000 Penalty: 5282.404297
	Iteration 19Q: 3 clusters Score -5492328 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5492460.500000 Penalty: 5282.404297
	Iteration 20F: 3 clusters Score -5492460 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5492541.000000 Penalty: 5282.404297
	Iteration 21Q: 3 clusters Score -5492541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -5492621.500000 Penalty: 5282.404297
	Iteration 22Q: 3 clusters Score -5492622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5492666.500000 Penalty: 5282.404297
	Iteration 23Q: 3 clusters Score -5492666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5492712.500000 Penalty: 5282.404297
	Iteration 24Q: 3 clusters Score -5492712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5492756.500000 Penalty: 5282.404297
	Iteration 25Q: 3 clusters Score -5492756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5492784.500000 Penalty: 5282.404297
	Iteration 26Q: 3 clusters Score -5492784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5492808.500000 Penalty: 5282.404297
	Iteration 27Q: 3 clusters Score -5492808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5492842.000000 Penalty: 5282.404297
	Iteration 28Q: 3 clusters Score -5492842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5492850.500000 Penalty: 5282.404297
	Iteration 29Q: 3 clusters Score -5492850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5492849.500000 Penalty: 5282.404297
	Iteration 30Q: 3 clusters Score -5492850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5492853.500000 Penalty: 5282.404297
	Iteration 31Q: 3 clusters Score -5492854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5492854.000000 Penalty: 5282.404297
	Iteration 32Q: 3 clusters Score -5492854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5492855.500000 Penalty: 5282.404297
	Iteration 33Q: 3 clusters Score -5492856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5492859.500000 Penalty: 5282.404297
	Iteration 34Q: 3 clusters Score -5492860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5492854.000000 Penalty: 5282.404297
	Iteration 35Q: 3 clusters Score -5492854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5492856.000000 Penalty: 5282.404297
	Iteration 36Q: 3 clusters Score -5492856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5492857.500000 Penalty: 5282.404297
	Iteration 37Q: 3 clusters Score -5492858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5492860.500000 Penalty: 5282.404297
	Iteration 38Q: 3 clusters Score -5492860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5492858.500000 Penalty: 5282.404297
	Iteration 39Q: 3 clusters Score -5492858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5492866.000000 Penalty: 5282.404297
	Iteration 40F: 3 clusters Score -5492866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5492868.500000 Penalty: 5282.404297
	Iteration 41Q: 3 clusters Score -5492868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5492869.500000 Penalty: 5282.404297
	Iteration 42Q: 3 clusters Score -5492870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5492867.500000 Penalty: 5282.404297
	Iteration 43Q: 3 clusters Score -5492868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5492871.500000 Penalty: 5282.404297
	Iteration 44Q: 3 clusters Score -5492872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5492871.500000 Penalty: 5282.404297
	Iteration 45Q: 3 clusters Score -5492872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5492871.500000 Penalty: 5282.404297
	Iteration 46F: 3 clusters Score -5492872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -859913.812500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -859913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -854362.812500 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -854362.8 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -855767.750000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -855767.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -856004.250000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -856004.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -856196.687500 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -856196.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -856391.875000 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -856391.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -856579.250000 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -856579.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -856752.500000 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -856752.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -856904.812500 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -856904.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -857042.875000 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -857042.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -857155.500000 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -857155.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -857221.750000 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -857221.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -857275.625000 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -857275.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -857315.500000 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -857315.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -857347.250000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -857347.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -857364.812500 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -857364.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -857383.062500 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -857383.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -857398.875000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -857398.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -857420.062500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -857420.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -857437.750000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -857437.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -857454.375000 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -857454.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -857474.437500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -857474.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -857492.125000 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -857492.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -857510.875000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -857510.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -857523.937500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -857523.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -857539.000000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -857539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -857553.875000 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -857553.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -857567.250000 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -857567.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -857579.875000 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -857579.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -857592.687500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -857592.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -857604.937500 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -857604.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -857614.937500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -857614.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -857619.687500 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -857619.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -857628.375000 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -857628.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -857633.250000 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -857633.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -857640.625000 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -857640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -857645.437500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -857645.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -857650.937500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -857650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -857659.062500 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -857659.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -857671.812500 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -857671.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -857687.062500 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -857687.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -857705.875000 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -857705.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -857723.562500 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -857723.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -857733.312500 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -857733.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -857747.125000 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -857747.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -857758.812500 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -857758.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -857778.312500 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -857778.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -857802.937500 Penalty: 4365.528809
	Iteration 46Q: 3 clusters Score -857802.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -857829.875000 Penalty: 4365.528809
	Iteration 47Q: 3 clusters Score -857829.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -857855.687500 Penalty: 4365.528809
	Iteration 48Q: 3 clusters Score -857855.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -857878.312500 Penalty: 4365.528809
	Iteration 49Q: 3 clusters Score -857878.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -857906.500000 Penalty: 4365.528809
	Iteration 50Q: 3 clusters Score -857906.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -857928.937500 Penalty: 4365.528809
	Iteration 51Q: 3 clusters Score -857928.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -857951.500000 Penalty: 4365.528809
	Iteration 52Q: 3 clusters Score -857951.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -857970.187500 Penalty: 4365.528809
	Iteration 53Q: 3 clusters Score -857970.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -857988.312500 Penalty: 4365.528809
	Iteration 54Q: 3 clusters Score -857988.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -858001.750000 Penalty: 4365.528809
	Iteration 55Q: 3 clusters Score -858001.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -858016.625000 Penalty: 4365.528809
	Iteration 56Q: 3 clusters Score -858016.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -858030.875000 Penalty: 4365.528809
	Iteration 57Q: 3 clusters Score -858030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -858047.375000 Penalty: 4365.528809
	Iteration 58Q: 3 clusters Score -858047.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -858064.812500 Penalty: 4365.528809
	Iteration 59Q: 3 clusters Score -858064.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -858081.250000 Penalty: 4365.528809
	Iteration 60F: 3 clusters Score -858081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -858093.250000 Penalty: 4365.528809
	Iteration 61Q: 3 clusters Score -858093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -858096.875000 Penalty: 4365.528809
	Iteration 62Q: 3 clusters Score -858096.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -858105.812500 Penalty: 4365.528809
	Iteration 63Q: 3 clusters Score -858105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -858113.875000 Penalty: 4365.528809
	Iteration 64Q: 3 clusters Score -858113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -858115.062500 Penalty: 4365.528809
	Iteration 65Q: 3 clusters Score -858115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -858118.125000 Penalty: 4365.528809
	Iteration 66Q: 3 clusters Score -858118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -858119.687500 Penalty: 4365.528809
	Iteration 67Q: 3 clusters Score -858119.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -858125.875000 Penalty: 4365.528809
	Iteration 68Q: 3 clusters Score -858125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -858131.875000 Penalty: 4365.528809
	Iteration 69Q: 3 clusters Score -858131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -858135.625000 Penalty: 4365.528809
	Iteration 70Q: 3 clusters Score -858135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -858135.937500 Penalty: 4365.528809
	Iteration 71Q: 3 clusters Score -858135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -858139.000000 Penalty: 4365.528809
	Iteration 72Q: 3 clusters Score -858139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -858140.250000 Penalty: 4365.528809
	Iteration 73Q: 3 clusters Score -858140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -858144.562500 Penalty: 4365.528809
	Iteration 74Q: 3 clusters Score -858144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -858147.812500 Penalty: 4365.528809
	Iteration 75Q: 3 clusters Score -858147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -858154.187500 Penalty: 4365.528809
	Iteration 76Q: 3 clusters Score -858154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -858157.812500 Penalty: 4365.528809
	Iteration 77Q: 3 clusters Score -858157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -858156.437500 Penalty: 4365.528809
	Iteration 78Q: 3 clusters Score -858156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -858156.375000 Penalty: 4365.528809
	Iteration 79Q: 3 clusters Score -858156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -858157.937500 Penalty: 4365.528809
	Iteration 80F: 3 clusters Score -858157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Entering Unmasked Estep 
Score: -6967731.000000 Penalty: 2696.395020
	Iteration 0F: 2 clusters Score -6967731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -6932102.000000 Penalty: 5392.790039
	Iteration 0F: 3 clusters Score -6932102 nChanged 24548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -6946339.500000 Penalty: 5392.790039
	Iteration 1F: 3 clusters Score -6946340 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -6947338.500000 Penalty: 5392.790039
	Iteration 2Q: 3 clusters Score -6947338 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6948565.500000 Penalty: 5392.790039
	Iteration 3F: 3 clusters Score -6948566 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6950063.000000 Penalty: 5392.790039
	Iteration 4F: 3 clusters Score -6950063 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6951982.500000 Penalty: 5392.790039
	Iteration 5F: 3 clusters Score -6951982 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -6953919.500000 Penalty: 5392.790039
	Iteration 6F: 3 clusters Score -6953920 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -6955710.500000 Penalty: 5392.790039
	Iteration 7F: 3 clusters Score -6955710 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6957228.000000 Penalty: 5392.790039
	Iteration 8F: 3 clusters Score -6957228 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -6958441.500000 Penalty: 5392.790039
	Iteration 9Q: 3 clusters Score -6958442 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -6959541.000000 Penalty: 5392.790039
	Iteration 10Q: 3 clusters Score -6959541 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -6960558.000000 Penalty: 5392.790039
	Iteration 11Q: 3 clusters Score -6960558 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -6961430.500000 Penalty: 5392.790039
	Iteration 12Q: 3 clusters Score -6961430 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -6962160.500000 Penalty: 5392.790039
	Iteration 13Q: 3 clusters Score -6962160 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6962855.000000 Penalty: 5392.790039
	Iteration 14Q: 3 clusters Score -6962855 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -6963470.500000 Penalty: 5392.790039
	Iteration 15Q: 3 clusters Score -6963470 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -6963982.000000 Penalty: 5392.790039
	Iteration 16Q: 3 clusters Score -6963982 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6964381.000000 Penalty: 5392.790039
	Iteration 17Q: 3 clusters Score -6964381 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -6964681.000000 Penalty: 5392.790039
	Iteration 18Q: 3 clusters Score -6964681 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6964951.000000 Penalty: 5392.790039
	Iteration 19Q: 3 clusters Score -6964951 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6965149.500000 Penalty: 5392.790039
	Iteration 20F: 3 clusters Score -6965150 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6965332.000000 Penalty: 5392.790039
	Iteration 21Q: 3 clusters Score -6965332 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6965441.000000 Penalty: 5392.790039
	Iteration 22Q: 3 clusters Score -6965441 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -6965554.000000 Penalty: 5392.790039
	Iteration 23Q: 3 clusters Score -6965554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -6965618.000000 Penalty: 5392.790039
	Iteration 24Q: 3 clusters Score -6965618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -6965694.500000 Penalty: 5392.790039
	Iteration 25Q: 3 clusters Score -6965694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -6965741.000000 Penalty: 5392.790039
	Iteration 26Q: 3 clusters Score -6965741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -6965788.000000 Penalty: 5392.790039
	Iteration 27Q: 3 clusters Score -6965788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -6965797.500000 Penalty: 5392.790039
	Iteration 28Q: 3 clusters Score -6965798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -6965791.000000 Penalty: 5392.790039
	Iteration 29Q: 3 clusters Score -6965791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -6965814.500000 Penalty: 5392.790039
	Iteration 30Q: 3 clusters Score -6965814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6965824.500000 Penalty: 5392.790039
	Iteration 31Q: 3 clusters Score -6965824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -6965825.500000 Penalty: 5392.790039
	Iteration 32Q: 3 clusters Score -6965826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6965832.500000 Penalty: 5392.790039
	Iteration 33Q: 3 clusters Score -6965832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -6965841.000000 Penalty: 5392.790039
	Iteration 34Q: 3 clusters Score -6965841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6965855.500000 Penalty: 5392.790039
	Iteration 35Q: 3 clusters Score -6965856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -6965852.000000 Penalty: 5392.790039
	Iteration 36Q: 3 clusters Score -6965852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -6965863.000000 Penalty: 5392.790039
	Iteration 37Q: 3 clusters Score -6965863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -6965873.500000 Penalty: 5392.790039
	Iteration 38Q: 3 clusters Score -6965874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6965872.500000 Penalty: 5392.790039
	Iteration 39Q: 3 clusters Score -6965872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -6965887.000000 Penalty: 5392.790039
	Iteration 40F: 3 clusters Score -6965887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6965883.500000 Penalty: 5392.790039
	Iteration 41Q: 3 clusters Score -6965884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6965890.000000 Penalty: 5392.790039
	Iteration 42Q: 3 clusters Score -6965890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6965901.500000 Penalty: 5392.790039
	Iteration 43Q: 3 clusters Score -6965902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6965895.000000 Penalty: 5392.790039
	Iteration 44Q: 3 clusters Score -6965895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -6965889.500000 Penalty: 5392.790039
	Iteration 45Q: 3 clusters Score -6965890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -6965891.000000 Penalty: 5392.790039
	Iteration 46Q: 3 clusters Score -6965891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -6965894.500000 Penalty: 5392.790039
	Iteration 47Q: 3 clusters Score -6965894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6965894.000000 Penalty: 5392.790039
	Iteration 48Q: 3 clusters Score -6965894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6965899.000000 Penalty: 5392.790039
	Iteration 49Q: 3 clusters Score -6965899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -6965897.000000 Penalty: 5392.790039
	Iteration 50Q: 3 clusters Score -6965897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -6965897.000000 Penalty: 5392.790039
	Iteration 51F: 3 clusters Score -6965897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Entering Unmasked Estep 
Score: -21280318.000000 Penalty: 2975.570312
	Iteration 0F: 2 clusters Score -2.128032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -21171188.000000 Penalty: 5951.140625
	Iteration 0F: 3 clusters Score -2.117119e+07 nChanged 77730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -21216114.000000 Penalty: 5951.140625
	Iteration 1F: 3 clusters Score -2.121611e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -21216868.000000 Penalty: 5951.140625
	Iteration 2Q: 3 clusters Score -2.121687e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -21217498.000000 Penalty: 5951.140625
	Iteration 3Q: 3 clusters Score -2.12175e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -21218248.000000 Penalty: 5951.140625
	Iteration 4Q: 3 clusters Score -2.121825e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -21219138.000000 Penalty: 5951.140625
	Iteration 5Q: 3 clusters Score -2.121914e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -21220522.000000 Penalty: 5951.140625
	Iteration 6Q: 3 clusters Score -2.122052e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -21222330.000000 Penalty: 5951.140625
	Iteration 7Q: 3 clusters Score -2.122233e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -21225374.000000 Penalty: 5951.140625
	Iteration 8Q: 3 clusters Score -2.122537e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -21230128.000000 Penalty: 5951.140625
	Iteration 9F: 3 clusters Score -2.123013e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -21237166.000000 Penalty: 5951.140625
	Iteration 10F: 3 clusters Score -2.123717e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -21245842.000000 Penalty: 5951.140625
	Iteration 11F: 3 clusters Score -2.124584e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 134252 members 
Entering Unmasked Estep 
Score: -21254506.000000 Penalty: 5951.140625
	Iteration 12F: 3 clusters Score -2.125451e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -21261706.000000 Penalty: 5951.140625
	Iteration 13Q: 3 clusters Score -2.126171e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 148103 members 
Entering Unmasked Estep 
Score: -21266788.000000 Penalty: 5951.140625
	Iteration 14Q: 3 clusters Score -2.126679e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 152359 members 
Entering Unmasked Estep 
Score: -21270318.000000 Penalty: 5951.140625
	Iteration 15Q: 3 clusters Score -2.127032e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -21272714.000000 Penalty: 5951.140625
	Iteration 16Q: 3 clusters Score -2.127271e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -21274284.000000 Penalty: 5951.140625
	Iteration 17Q: 3 clusters Score -2.127428e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 159281 members 
Entering Unmasked Estep 
Score: -21275530.000000 Penalty: 5951.140625
	Iteration 18Q: 3 clusters Score -2.127553e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -21276338.000000 Penalty: 5951.140625
	Iteration 19Q: 3 clusters Score -2.127634e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 161124 members 
Entering Unmasked Estep 
Score: -21276940.000000 Penalty: 5951.140625
	Iteration 20F: 3 clusters Score -2.127694e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 161481 members 
Entering Unmasked Estep 
Score: -21277156.000000 Penalty: 5951.140625
	Iteration 21Q: 3 clusters Score -2.127716e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -21277328.000000 Penalty: 5951.140625
	Iteration 22Q: 3 clusters Score -2.127733e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -21277462.000000 Penalty: 5951.140625
	Iteration 23Q: 3 clusters Score -2.127746e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -21277516.000000 Penalty: 5951.140625
	Iteration 24Q: 3 clusters Score -2.127752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -21277566.000000 Penalty: 5951.140625
	Iteration 25Q: 3 clusters Score -2.127757e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -21277586.000000 Penalty: 5951.140625
	Iteration 26Q: 3 clusters Score -2.127759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 161979 members 
Entering Unmasked Estep 
Score: -21277626.000000 Penalty: 5951.140625
	Iteration 27Q: 3 clusters Score -2.127763e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 161998 members 
Entering Unmasked Estep 
Score: -21277628.000000 Penalty: 5951.140625
	Iteration 28Q: 3 clusters Score -2.127763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -21277658.000000 Penalty: 5951.140625
	Iteration 29Q: 3 clusters Score -2.127766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -21277676.000000 Penalty: 5951.140625
	Iteration 30Q: 3 clusters Score -2.127768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -21277682.000000 Penalty: 5951.140625
	Iteration 31Q: 3 clusters Score -2.127768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -21277686.000000 Penalty: 5951.140625
	Iteration 32Q: 3 clusters Score -2.127769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -21277696.000000 Penalty: 5951.140625
	Iteration 33Q: 3 clusters Score -2.12777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -21277692.000000 Penalty: 5951.140625
	Iteration 34Q: 3 clusters Score -2.127769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -21277704.000000 Penalty: 5951.140625
	Iteration 35Q: 3 clusters Score -2.12777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -21277712.000000 Penalty: 5951.140625
	Iteration 36Q: 3 clusters Score -2.127771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 162054 members 
Entering Unmasked Estep 
Score: -21277716.000000 Penalty: 5951.140625
	Iteration 37Q: 3 clusters Score -2.127772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5951.140625
	Iteration 38Q: 3 clusters Score -2.127772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -21277724.000000 Penalty: 5951.140625
	Iteration 39Q: 3 clusters Score -2.127772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -21277736.000000 Penalty: 5951.140625
	Iteration 40F: 3 clusters Score -2.127774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -21277742.000000 Penalty: 5951.140625
	Iteration 41Q: 3 clusters Score -2.127774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -21277740.000000 Penalty: 5951.140625
	Iteration 42Q: 3 clusters Score -2.127774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -21277744.000000 Penalty: 5951.140625
	Iteration 43Q: 3 clusters Score -2.127774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -21277742.000000 Penalty: 5951.140625
	Iteration 44Q: 3 clusters Score -2.127774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -21277742.000000 Penalty: 5951.140625
	Iteration 45F: 3 clusters Score -2.127774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -75037.929688 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -75037.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73534.476562 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -73534.48 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74046.664062 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -74046.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74253.515625 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -74253.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74488.648438 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -74488.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74650.804688 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -74650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74709.101562 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -74709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74762.773438 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -74762.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74810.023438 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -74810.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74870.335938 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -74870.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74907.640625 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -74907.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74946.093750 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -74946.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75005.101562 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -75005.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75038.460938 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -75038.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75052.406250 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -75052.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75059.390625 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -75059.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75065.234375 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -75065.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75078.625000 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -75078.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75087.031250 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -75087.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75091.335938 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -75091.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75092.320312 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -75092.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75094.078125 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -75094.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75095.742188 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -75095.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75102.367188 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -75102.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75103.312500 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -75103.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75103.312500 Penalty: 3219.398926
	Iteration 24F: 3 clusters Score -75103.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 42193 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 52710 members 
Mstep: Class 8 contains 162473 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37359 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112875 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 86657 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 34919 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35478 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24768 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4502 members 
Mstep: Class 38 contains 7798 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11338 members 
Mstep: Class 42 contains 3865 members 
Mstep: Class 43 contains 372 members 
Entering Unmasked Estep 
Score: -111264952.000000 Penalty: 145996.140625
Splitting cluster 9 changes total score from -111266560.000000 to -111264952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -255580.578125 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -255580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -252909.843750 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -252909.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -253761.531250 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -253761.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -254221.968750 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -254222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -254440.937500 Penalty: 3809.825195
	Iteration 3F: 3 clusters Score -254440.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -254610.578125 Penalty: 3809.825195
	Iteration 4F: 3 clusters Score -254610.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -254749.828125 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -254749.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -254854.406250 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -254854.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -254950.453125 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -254950.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255016.125000 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -255016.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -255080.562500 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -255080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -255120.015625 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -255120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -255141.218750 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -255141.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -255160.718750 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -255160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -255180.625000 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -255180.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -255195.000000 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -255195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -255199.625000 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -255199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -255205.062500 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -255205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -255212.421875 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -255212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -255217.734375 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -255217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -255219.718750 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -255219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -255222.062500 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -255222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -255226.906250 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -255226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -255234.531250 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -255234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -255246.437500 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -255246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -255253.078125 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -255253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -255255.031250 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -255255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -255257.781250 Penalty: 3809.825195
	Iteration 26Q: 3 clusters Score -255257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -255258.921875 Penalty: 3809.825195
	Iteration 27Q: 3 clusters Score -255258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -255260.562500 Penalty: 3809.825195
	Iteration 28Q: 3 clusters Score -255260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -255260.562500 Penalty: 3809.825195
	Iteration 29F: 3 clusters Score -255260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -563611.375000 Penalty: 2107.860107
	Iteration 0F: 2 clusters Score -563611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -559263.250000 Penalty: 4215.720215
	Iteration 0F: 3 clusters Score -559263.2 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -560512.000000 Penalty: 4215.720215
	Iteration 1F: 3 clusters Score -560512 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -561078.937500 Penalty: 4215.720215
	Iteration 2F: 3 clusters Score -561078.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -561718.750000 Penalty: 4215.720215
	Iteration 3F: 3 clusters Score -561718.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -562316.125000 Penalty: 4215.720215
	Iteration 4F: 3 clusters Score -562316.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -562708.687500 Penalty: 4215.720215
	Iteration 5F: 3 clusters Score -562708.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -562939.687500 Penalty: 4215.720215
	Iteration 6F: 3 clusters Score -562939.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -563084.062500 Penalty: 4215.720215
	Iteration 7Q: 3 clusters Score -563084.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -563175.250000 Penalty: 4215.720215
	Iteration 8Q: 3 clusters Score -563175.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -563286.687500 Penalty: 4215.720215
	Iteration 9Q: 3 clusters Score -563286.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -563383.687500 Penalty: 4215.720215
	Iteration 10Q: 3 clusters Score -563383.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -563471.062500 Penalty: 4215.720215
	Iteration 11Q: 3 clusters Score -563471.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -563549.375000 Penalty: 4215.720215
	Iteration 12Q: 3 clusters Score -563549.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -563629.687500 Penalty: 4215.720215
	Iteration 13Q: 3 clusters Score -563629.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -563702.375000 Penalty: 4215.720215
	Iteration 14Q: 3 clusters Score -563702.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -563763.750000 Penalty: 4215.720215
	Iteration 15Q: 3 clusters Score -563763.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -563809.000000 Penalty: 4215.720215
	Iteration 16Q: 3 clusters Score -563809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -563844.125000 Penalty: 4215.720215
	Iteration 17Q: 3 clusters Score -563844.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -563871.125000 Penalty: 4215.720215
	Iteration 18Q: 3 clusters Score -563871.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -563893.812500 Penalty: 4215.720215
	Iteration 19Q: 3 clusters Score -563893.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -563908.750000 Penalty: 4215.720215
	Iteration 20F: 3 clusters Score -563908.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -563930.000000 Penalty: 4215.720215
	Iteration 21Q: 3 clusters Score -563930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -563944.687500 Penalty: 4215.720215
	Iteration 22Q: 3 clusters Score -563944.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -563964.875000 Penalty: 4215.720215
	Iteration 23Q: 3 clusters Score -563964.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -563985.750000 Penalty: 4215.720215
	Iteration 24Q: 3 clusters Score -563985.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -564003.500000 Penalty: 4215.720215
	Iteration 25Q: 3 clusters Score -564003.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -564014.812500 Penalty: 4215.720215
	Iteration 26Q: 3 clusters Score -564014.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -564023.687500 Penalty: 4215.720215
	Iteration 27Q: 3 clusters Score -564023.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -564033.500000 Penalty: 4215.720215
	Iteration 28Q: 3 clusters Score -564033.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -564037.062500 Penalty: 4215.720215
	Iteration 29Q: 3 clusters Score -564037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -564038.375000 Penalty: 4215.720215
	Iteration 30Q: 3 clusters Score -564038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -564039.312500 Penalty: 4215.720215
	Iteration 31Q: 3 clusters Score -564039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -564042.000000 Penalty: 4215.720215
	Iteration 32Q: 3 clusters Score -564042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -564042.125000 Penalty: 4215.720215
	Iteration 33Q: 3 clusters Score -564042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -564043.625000 Penalty: 4215.720215
	Iteration 34Q: 3 clusters Score -564043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -564045.250000 Penalty: 4215.720215
	Iteration 35Q: 3 clusters Score -564045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -564045.875000 Penalty: 4215.720215
	Iteration 36Q: 3 clusters Score -564045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -564046.750000 Penalty: 4215.720215
	Iteration 37Q: 3 clusters Score -564046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -564047.437500 Penalty: 4215.720215
	Iteration 38Q: 3 clusters Score -564047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -564048.312500 Penalty: 4215.720215
	Iteration 39Q: 3 clusters Score -564048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -564047.500000 Penalty: 4215.720215
	Iteration 40F: 3 clusters Score -564047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -564048.437500 Penalty: 4215.720215
	Iteration 41Q: 3 clusters Score -564048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -564051.625000 Penalty: 4215.720215
	Iteration 42Q: 3 clusters Score -564051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -564051.625000 Penalty: 4215.720215
	Iteration 43Q: 3 clusters Score -564051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -564053.125000 Penalty: 4215.720215
	Iteration 44Q: 3 clusters Score -564053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -564053.937500 Penalty: 4215.720215
	Iteration 45Q: 3 clusters Score -564053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -564055.500000 Penalty: 4215.720215
	Iteration 46Q: 3 clusters Score -564055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -564054.937500 Penalty: 4215.720215
	Iteration 47Q: 3 clusters Score -564054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -564054.937500 Penalty: 4215.720215
	Iteration 48F: 3 clusters Score -564054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 42193 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 52710 members 
Mstep: Class 8 contains 162473 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 2327 members 
Mstep: Class 12 contains 37359 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112875 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 86657 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 34919 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35478 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24768 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4502 members 
Mstep: Class 38 contains 7798 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11338 members 
Mstep: Class 42 contains 3865 members 
Mstep: Class 43 contains 2585 members 
Entering Unmasked Estep 
Score: -111265896.000000 Penalty: 145996.140625
Splitting cluster 11 changes total score from -111266560.000000 to -111265896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (37359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Entering Unmasked Estep 
Score: -4867365.000000 Penalty: 2611.025635
	Iteration 0F: 2 clusters Score -4867365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4841831.500000 Penalty: 5222.051270
	Iteration 0F: 3 clusters Score -4841832 nChanged 17024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4851219.000000 Penalty: 5222.051270
	Iteration 1F: 3 clusters Score -4851219 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4851743.000000 Penalty: 5222.051270
	Iteration 2Q: 3 clusters Score -4851743 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4852186.000000 Penalty: 5222.051270
	Iteration 3Q: 3 clusters Score -4852186 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4852653.500000 Penalty: 5222.051270
	Iteration 4Q: 3 clusters Score -4852654 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4853155.500000 Penalty: 5222.051270
	Iteration 5Q: 3 clusters Score -4853156 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4853732.000000 Penalty: 5222.051270
	Iteration 6Q: 3 clusters Score -4853732 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4854445.500000 Penalty: 5222.051270
	Iteration 7Q: 3 clusters Score -4854446 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -4855430.500000 Penalty: 5222.051270
	Iteration 8Q: 3 clusters Score -4855430 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4856748.500000 Penalty: 5222.051270
	Iteration 9F: 3 clusters Score -4856748 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4858430.000000 Penalty: 5222.051270
	Iteration 10F: 3 clusters Score -4858430 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4860239.000000 Penalty: 5222.051270
	Iteration 11F: 3 clusters Score -4860239 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4861719.000000 Penalty: 5222.051270
	Iteration 12F: 3 clusters Score -4861719 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4862828.000000 Penalty: 5222.051270
	Iteration 13Q: 3 clusters Score -4862828 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4863624.500000 Penalty: 5222.051270
	Iteration 14Q: 3 clusters Score -4863624 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4864169.500000 Penalty: 5222.051270
	Iteration 15Q: 3 clusters Score -4864170 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4864525.000000 Penalty: 5222.051270
	Iteration 16Q: 3 clusters Score -4864525 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4864703.500000 Penalty: 5222.051270
	Iteration 17Q: 3 clusters Score -4864704 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4864810.000000 Penalty: 5222.051270
	Iteration 18Q: 3 clusters Score -4864810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4864894.000000 Penalty: 5222.051270
	Iteration 19Q: 3 clusters Score -4864894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4864935.000000 Penalty: 5222.051270
	Iteration 20F: 3 clusters Score -4864935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4864974.500000 Penalty: 5222.051270
	Iteration 21Q: 3 clusters Score -4864974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4864995.000000 Penalty: 5222.051270
	Iteration 22Q: 3 clusters Score -4864995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4865042.500000 Penalty: 5222.051270
	Iteration 23Q: 3 clusters Score -4865042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4865053.000000 Penalty: 5222.051270
	Iteration 24Q: 3 clusters Score -4865053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4865065.500000 Penalty: 5222.051270
	Iteration 25Q: 3 clusters Score -4865066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4865082.500000 Penalty: 5222.051270
	Iteration 26Q: 3 clusters Score -4865082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4865092.500000 Penalty: 5222.051270
	Iteration 27Q: 3 clusters Score -4865092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4865101.500000 Penalty: 5222.051270
	Iteration 28Q: 3 clusters Score -4865102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4865108.000000 Penalty: 5222.051270
	Iteration 29Q: 3 clusters Score -4865108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4865118.500000 Penalty: 5222.051270
	Iteration 30Q: 3 clusters Score -4865118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4865128.000000 Penalty: 5222.051270
	Iteration 31Q: 3 clusters Score -4865128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4865136.500000 Penalty: 5222.051270
	Iteration 32Q: 3 clusters Score -4865136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4865146.500000 Penalty: 5222.051270
	Iteration 33Q: 3 clusters Score -4865146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4865153.500000 Penalty: 5222.051270
	Iteration 34Q: 3 clusters Score -4865154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4865168.500000 Penalty: 5222.051270
	Iteration 35Q: 3 clusters Score -4865168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4865179.000000 Penalty: 5222.051270
	Iteration 36Q: 3 clusters Score -4865179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4865174.500000 Penalty: 5222.051270
	Iteration 37Q: 3 clusters Score -4865174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4865182.500000 Penalty: 5222.051270
	Iteration 38Q: 3 clusters Score -4865182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4865176.500000 Penalty: 5222.051270
	Iteration 39Q: 3 clusters Score -4865176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4865185.500000 Penalty: 5222.051270
	Iteration 40F: 3 clusters Score -4865186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4865188.000000 Penalty: 5222.051270
	Iteration 41Q: 3 clusters Score -4865188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4865191.500000 Penalty: 5222.051270
	Iteration 42Q: 3 clusters Score -4865192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4865191.000000 Penalty: 5222.051270
	Iteration 43Q: 3 clusters Score -4865191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4865195.000000 Penalty: 5222.051270
	Iteration 44Q: 3 clusters Score -4865195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4865198.000000 Penalty: 5222.051270
	Iteration 45Q: 3 clusters Score -4865198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4865204.500000 Penalty: 5222.051270
	Iteration 46Q: 3 clusters Score -4865204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4865205.500000 Penalty: 5222.051270
	Iteration 47Q: 3 clusters Score -4865206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4865205.500000 Penalty: 5222.051270
	Iteration 48Q: 3 clusters Score -4865206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4865205.500000 Penalty: 5222.051270
	Iteration 49Q: 3 clusters Score -4865206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4865204.500000 Penalty: 5222.051270
	Iteration 50Q: 3 clusters Score -4865204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4865205.000000 Penalty: 5222.051270
	Iteration 51Q: 3 clusters Score -4865205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4865209.500000 Penalty: 5222.051270
	Iteration 52Q: 3 clusters Score -4865210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4865212.500000 Penalty: 5222.051270
	Iteration 53Q: 3 clusters Score -4865212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4865210.500000 Penalty: 5222.051270
	Iteration 54Q: 3 clusters Score -4865210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4865210.500000 Penalty: 5222.051270
	Iteration 55F: 3 clusters Score -4865210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -544729.562500 Penalty: 2072.891113
	Iteration 0F: 2 clusters Score -544729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -540626.687500 Penalty: 4145.782227
	Iteration 0F: 3 clusters Score -540626.7 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -541589.937500 Penalty: 4145.782227
	Iteration 1F: 3 clusters Score -541589.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -541884.187500 Penalty: 4145.782227
	Iteration 2F: 3 clusters Score -541884.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -542121.375000 Penalty: 4145.782227
	Iteration 3F: 3 clusters Score -542121.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -542361.375000 Penalty: 4145.782227
	Iteration 4F: 3 clusters Score -542361.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -542578.375000 Penalty: 4145.782227
	Iteration 5F: 3 clusters Score -542578.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -542744.500000 Penalty: 4145.782227
	Iteration 6Q: 3 clusters Score -542744.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -542880.625000 Penalty: 4145.782227
	Iteration 7Q: 3 clusters Score -542880.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -542988.250000 Penalty: 4145.782227
	Iteration 8Q: 3 clusters Score -542988.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -543062.562500 Penalty: 4145.782227
	Iteration 9Q: 3 clusters Score -543062.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -543108.312500 Penalty: 4145.782227
	Iteration 10Q: 3 clusters Score -543108.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -543137.312500 Penalty: 4145.782227
	Iteration 11Q: 3 clusters Score -543137.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -543163.562500 Penalty: 4145.782227
	Iteration 12Q: 3 clusters Score -543163.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -543183.437500 Penalty: 4145.782227
	Iteration 13Q: 3 clusters Score -543183.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -543197.250000 Penalty: 4145.782227
	Iteration 14Q: 3 clusters Score -543197.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -543209.250000 Penalty: 4145.782227
	Iteration 15Q: 3 clusters Score -543209.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -543220.062500 Penalty: 4145.782227
	Iteration 16Q: 3 clusters Score -543220.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -543227.312500 Penalty: 4145.782227
	Iteration 17Q: 3 clusters Score -543227.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -543232.562500 Penalty: 4145.782227
	Iteration 18Q: 3 clusters Score -543232.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -543240.375000 Penalty: 4145.782227
	Iteration 19Q: 3 clusters Score -543240.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -543250.500000 Penalty: 4145.782227
	Iteration 20F: 3 clusters Score -543250.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -543258.375000 Penalty: 4145.782227
	Iteration 21Q: 3 clusters Score -543258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -543265.500000 Penalty: 4145.782227
	Iteration 22Q: 3 clusters Score -543265.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -543274.125000 Penalty: 4145.782227
	Iteration 23Q: 3 clusters Score -543274.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -543284.062500 Penalty: 4145.782227
	Iteration 24Q: 3 clusters Score -543284.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -543290.937500 Penalty: 4145.782227
	Iteration 25Q: 3 clusters Score -543290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -543297.312500 Penalty: 4145.782227
	Iteration 26Q: 3 clusters Score -543297.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -543302.812500 Penalty: 4145.782227
	Iteration 27Q: 3 clusters Score -543302.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -543308.125000 Penalty: 4145.782227
	Iteration 28Q: 3 clusters Score -543308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -543310.125000 Penalty: 4145.782227
	Iteration 29Q: 3 clusters Score -543310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -543314.062500 Penalty: 4145.782227
	Iteration 30Q: 3 clusters Score -543314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -543315.062500 Penalty: 4145.782227
	Iteration 31Q: 3 clusters Score -543315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -543314.875000 Penalty: 4145.782227
	Iteration 32Q: 3 clusters Score -543314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -543316.500000 Penalty: 4145.782227
	Iteration 33Q: 3 clusters Score -543316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -543317.750000 Penalty: 4145.782227
	Iteration 34Q: 3 clusters Score -543317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -543318.000000 Penalty: 4145.782227
	Iteration 35Q: 3 clusters Score -543318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -543318.750000 Penalty: 4145.782227
	Iteration 36Q: 3 clusters Score -543318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -543318.875000 Penalty: 4145.782227
	Iteration 37Q: 3 clusters Score -543318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -543318.562500 Penalty: 4145.782227
	Iteration 38Q: 3 clusters Score -543318.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -543318.562500 Penalty: 4145.782227
	Iteration 39F: 3 clusters Score -543318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -877743.375000 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -877743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -872073.500000 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -872073.5 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -873517.937500 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -873517.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -873797.312500 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -873797.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -873984.875000 Penalty: 4378.497070
	Iteration 3F: 3 clusters Score -873984.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -874184.625000 Penalty: 4378.497070
	Iteration 4Q: 3 clusters Score -874184.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -874430.375000 Penalty: 4378.497070
	Iteration 5Q: 3 clusters Score -874430.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -874749.312500 Penalty: 4378.497070
	Iteration 6F: 3 clusters Score -874749.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -875118.500000 Penalty: 4378.497070
	Iteration 7F: 3 clusters Score -875118.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -875524.187500 Penalty: 4378.497070
	Iteration 8F: 3 clusters Score -875524.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -875915.125000 Penalty: 4378.497070
	Iteration 9F: 3 clusters Score -875915.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -876235.187500 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -876235.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -876454.625000 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -876454.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -876577.500000 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -876577.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -876656.312500 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -876656.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -876717.312500 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -876717.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -876759.937500 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -876759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -876781.625000 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -876781.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -876801.875000 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -876801.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -876812.750000 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -876812.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -876827.812500 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -876827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -876837.562500 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -876837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -876846.437500 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -876846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -876850.500000 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -876850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -876856.875000 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -876856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -876863.750000 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -876863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -876866.062500 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -876866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -876869.125000 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -876869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -876873.312500 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -876873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -876874.437500 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -876874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -876877.687500 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -876877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -876879.312500 Penalty: 4378.497070
	Iteration 30Q: 3 clusters Score -876879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -876878.125000 Penalty: 4378.497070
	Iteration 31Q: 3 clusters Score -876878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -876878.125000 Penalty: 4378.497070
	Iteration 32F: 3 clusters Score -876878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Entering Unmasked Estep 
Score: -858171.437500 Penalty: 2198.001221
	Iteration 0F: 2 clusters Score -858171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -852367.250000 Penalty: 4396.002441
	Iteration 0F: 3 clusters Score -852367.2 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -853911.625000 Penalty: 4396.002441
	Iteration 1F: 3 clusters Score -853911.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -854256.500000 Penalty: 4396.002441
	Iteration 2F: 3 clusters Score -854256.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -854497.312500 Penalty: 4396.002441
	Iteration 3F: 3 clusters Score -854497.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -854698.812500 Penalty: 4396.002441
	Iteration 4Q: 3 clusters Score -854698.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -854893.187500 Penalty: 4396.002441
	Iteration 5Q: 3 clusters Score -854893.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -855071.000000 Penalty: 4396.002441
	Iteration 6Q: 3 clusters Score -855071 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -855276.000000 Penalty: 4396.002441
	Iteration 7Q: 3 clusters Score -855276 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -855499.500000 Penalty: 4396.002441
	Iteration 8Q: 3 clusters Score -855499.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -855720.312500 Penalty: 4396.002441
	Iteration 9Q: 3 clusters Score -855720.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -855907.562500 Penalty: 4396.002441
	Iteration 10Q: 3 clusters Score -855907.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -856043.437500 Penalty: 4396.002441
	Iteration 11Q: 3 clusters Score -856043.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -856162.437500 Penalty: 4396.002441
	Iteration 12Q: 3 clusters Score -856162.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -856254.312500 Penalty: 4396.002441
	Iteration 13Q: 3 clusters Score -856254.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -856353.562500 Penalty: 4396.002441
	Iteration 14Q: 3 clusters Score -856353.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -856446.125000 Penalty: 4396.002441
	Iteration 15Q: 3 clusters Score -856446.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -856509.062500 Penalty: 4396.002441
	Iteration 16Q: 3 clusters Score -856509.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -856550.375000 Penalty: 4396.002441
	Iteration 17Q: 3 clusters Score -856550.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -856573.812500 Penalty: 4396.002441
	Iteration 18Q: 3 clusters Score -856573.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -856592.875000 Penalty: 4396.002441
	Iteration 19Q: 3 clusters Score -856592.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -856614.562500 Penalty: 4396.002441
	Iteration 20F: 3 clusters Score -856614.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -856644.812500 Penalty: 4396.002441
	Iteration 21Q: 3 clusters Score -856644.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -856683.125000 Penalty: 4396.002441
	Iteration 22Q: 3 clusters Score -856683.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -856732.375000 Penalty: 4396.002441
	Iteration 23Q: 3 clusters Score -856732.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -856771.312500 Penalty: 4396.002441
	Iteration 24Q: 3 clusters Score -856771.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -856809.312500 Penalty: 4396.002441
	Iteration 25Q: 3 clusters Score -856809.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -856852.375000 Penalty: 4396.002441
	Iteration 26Q: 3 clusters Score -856852.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -856887.875000 Penalty: 4396.002441
	Iteration 27Q: 3 clusters Score -856887.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -856921.125000 Penalty: 4396.002441
	Iteration 28Q: 3 clusters Score -856921.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -856949.375000 Penalty: 4396.002441
	Iteration 29Q: 3 clusters Score -856949.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -856976.937500 Penalty: 4396.002441
	Iteration 30Q: 3 clusters Score -856976.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -856991.562500 Penalty: 4396.002441
	Iteration 31Q: 3 clusters Score -856991.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -857002.375000 Penalty: 4396.002441
	Iteration 32Q: 3 clusters Score -857002.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -857007.062500 Penalty: 4396.002441
	Iteration 33Q: 3 clusters Score -857007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -857012.375000 Penalty: 4396.002441
	Iteration 34Q: 3 clusters Score -857012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -857012.937500 Penalty: 4396.002441
	Iteration 35Q: 3 clusters Score -857012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -857013.437500 Penalty: 4396.002441
	Iteration 36Q: 3 clusters Score -857013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -857018.125000 Penalty: 4396.002441
	Iteration 37Q: 3 clusters Score -857018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -857020.750000 Penalty: 4396.002441
	Iteration 38Q: 3 clusters Score -857020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -857023.000000 Penalty: 4396.002441
	Iteration 39Q: 3 clusters Score -857023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -857024.062500 Penalty: 4396.002441
	Iteration 40F: 3 clusters Score -857024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -857026.000000 Penalty: 4396.002441
	Iteration 41Q: 3 clusters Score -857026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -857028.687500 Penalty: 4396.002441
	Iteration 42Q: 3 clusters Score -857028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -857029.000000 Penalty: 4396.002441
	Iteration 43Q: 3 clusters Score -857029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -857028.562500 Penalty: 4396.002441
	Iteration 44Q: 3 clusters Score -857028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -857028.562500 Penalty: 4396.002441
	Iteration 45F: 3 clusters Score -857028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Entering Unmasked Estep 
Score: -14778254.000000 Penalty: 2885.240967
	Iteration 0F: 2 clusters Score -1.477825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -14702614.000000 Penalty: 5770.481934
	Iteration 0F: 3 clusters Score -1.470261e+07 nChanged 53667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -14733645.000000 Penalty: 5770.481934
	Iteration 1F: 3 clusters Score -1.473364e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -14734739.000000 Penalty: 5770.481934
	Iteration 2Q: 3 clusters Score -1.473474e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -14736398.000000 Penalty: 5770.481934
	Iteration 3Q: 3 clusters Score -1.47364e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -14739279.000000 Penalty: 5770.481934
	Iteration 4F: 3 clusters Score -1.473928e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -14743887.000000 Penalty: 5770.481934
	Iteration 5F: 3 clusters Score -1.474389e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -14750734.000000 Penalty: 5770.481934
	Iteration 6F: 3 clusters Score -1.475073e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -14759630.000000 Penalty: 5770.481934
	Iteration 7F: 3 clusters Score -1.475963e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -14767535.000000 Penalty: 5770.481934
	Iteration 8F: 3 clusters Score -1.476754e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -14772522.000000 Penalty: 5770.481934
	Iteration 9Q: 3 clusters Score -1.477252e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -14774624.000000 Penalty: 5770.481934
	Iteration 10Q: 3 clusters Score -1.477462e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -14775231.000000 Penalty: 5770.481934
	Iteration 11Q: 3 clusters Score -1.477523e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -14775450.000000 Penalty: 5770.481934
	Iteration 12Q: 3 clusters Score -1.477545e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 112624 members 
Entering Unmasked Estep 
Score: -14775549.000000 Penalty: 5770.481934
	Iteration 13Q: 3 clusters Score -1.477555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -14775611.000000 Penalty: 5770.481934
	Iteration 14Q: 3 clusters Score -1.477561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -14775621.000000 Penalty: 5770.481934
	Iteration 15Q: 3 clusters Score -1.477562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -14775642.000000 Penalty: 5770.481934
	Iteration 16Q: 3 clusters Score -1.477564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -14775644.000000 Penalty: 5770.481934
	Iteration 17Q: 3 clusters Score -1.477564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112649 members 
Entering Unmasked Estep 
Score: -14775662.000000 Penalty: 5770.481934
	Iteration 18Q: 3 clusters Score -1.477566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 112651 members 
Entering Unmasked Estep 
Score: -14775661.000000 Penalty: 5770.481934
	Iteration 19Q: 3 clusters Score -1.477566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112652 members 
Entering Unmasked Estep 
Score: -14775657.000000 Penalty: 5770.481934
	Iteration 20F: 3 clusters Score -1.477566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -343316.281250 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -343316.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -340121.156250 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -340121.2 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -341044.593750 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -341044.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -341443.906250 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -341443.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -341812.781250 Penalty: 3970.331055
	Iteration 3F: 3 clusters Score -341812.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -342089.781250 Penalty: 3970.331055
	Iteration 4F: 3 clusters Score -342089.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -342259.187500 Penalty: 3970.331055
	Iteration 5F: 3 clusters Score -342259.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -342374.593750 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -342374.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -342453.531250 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -342453.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -342505.218750 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -342505.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -342531.875000 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -342531.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -342548.750000 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -342548.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -342565.375000 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -342565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -342579.375000 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -342579.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -342595.187500 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -342595.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -342607.843750 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -342607.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -342620.093750 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -342620.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -342625.687500 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -342625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -342633.000000 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -342633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -342638.281250 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -342638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -342641.250000 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -342641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -342641.687500 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -342641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -342643.593750 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -342643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -342644.343750 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -342644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -342647.843750 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -342647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -342652.937500 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -342652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -342656.531250 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -342656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -342659.875000 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -342659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -342660.843750 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -342660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -342661.531250 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -342661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -342662.750000 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -342662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -342663.656250 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -342663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -342663.656250 Penalty: 3970.331055
	Iteration 31F: 3 clusters Score -342663.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Entering Unmasked Estep 
Score: -11376964.000000 Penalty: 2819.688721
	Iteration 0F: 2 clusters Score -1.137696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -11318986.000000 Penalty: 5639.377441
	Iteration 0F: 3 clusters Score -1.131899e+07 nChanged 40857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -11342451.000000 Penalty: 5639.377441
	Iteration 1F: 3 clusters Score -1.134245e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -11343544.000000 Penalty: 5639.377441
	Iteration 2Q: 3 clusters Score -1.134354e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -11345077.000000 Penalty: 5639.377441
	Iteration 3Q: 3 clusters Score -1.134508e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -11346872.000000 Penalty: 5639.377441
	Iteration 4F: 3 clusters Score -1.134687e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -11349183.000000 Penalty: 5639.377441
	Iteration 5F: 3 clusters Score -1.134918e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -11351651.000000 Penalty: 5639.377441
	Iteration 6F: 3 clusters Score -1.135165e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -11353932.000000 Penalty: 5639.377441
	Iteration 7F: 3 clusters Score -1.135393e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -11355939.000000 Penalty: 5639.377441
	Iteration 8F: 3 clusters Score -1.135594e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -11357849.000000 Penalty: 5639.377441
	Iteration 9Q: 3 clusters Score -1.135785e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -11359784.000000 Penalty: 5639.377441
	Iteration 10Q: 3 clusters Score -1.135978e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -11362047.000000 Penalty: 5639.377441
	Iteration 11Q: 3 clusters Score -1.136205e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -11364602.000000 Penalty: 5639.377441
	Iteration 12Q: 3 clusters Score -1.13646e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -11367372.000000 Penalty: 5639.377441
	Iteration 13Q: 3 clusters Score -1.136737e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -11369868.000000 Penalty: 5639.377441
	Iteration 14Q: 3 clusters Score -1.136987e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -11371825.000000 Penalty: 5639.377441
	Iteration 15Q: 3 clusters Score -1.137182e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -11373181.000000 Penalty: 5639.377441
	Iteration 16Q: 3 clusters Score -1.137318e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -11373942.000000 Penalty: 5639.377441
	Iteration 17Q: 3 clusters Score -1.137394e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -11374296.000000 Penalty: 5639.377441
	Iteration 18Q: 3 clusters Score -1.13743e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -11374497.000000 Penalty: 5639.377441
	Iteration 19Q: 3 clusters Score -1.13745e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -11374618.000000 Penalty: 5639.377441
	Iteration 20F: 3 clusters Score -1.137462e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -11374673.000000 Penalty: 5639.377441
	Iteration 21Q: 3 clusters Score -1.137467e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -11374725.000000 Penalty: 5639.377441
	Iteration 22Q: 3 clusters Score -1.137472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -11374739.000000 Penalty: 5639.377441
	Iteration 23Q: 3 clusters Score -1.137474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -11374740.000000 Penalty: 5639.377441
	Iteration 24Q: 3 clusters Score -1.137474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 86113 members 
Entering Unmasked Estep 
Score: -11374757.000000 Penalty: 5639.377441
	Iteration 25Q: 3 clusters Score -1.137476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -11374780.000000 Penalty: 5639.377441
	Iteration 26Q: 3 clusters Score -1.137478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -11374804.000000 Penalty: 5639.377441
	Iteration 27Q: 3 clusters Score -1.13748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -11374796.000000 Penalty: 5639.377441
	Iteration 28Q: 3 clusters Score -1.13748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -11374799.000000 Penalty: 5639.377441
	Iteration 29Q: 3 clusters Score -1.13748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -11374801.000000 Penalty: 5639.377441
	Iteration 30Q: 3 clusters Score -1.13748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -11374805.000000 Penalty: 5639.377441
	Iteration 31Q: 3 clusters Score -1.13748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -11374806.000000 Penalty: 5639.377441
	Iteration 32Q: 3 clusters Score -1.137481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -11374804.000000 Penalty: 5639.377441
	Iteration 33Q: 3 clusters Score -1.13748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -11374809.000000 Penalty: 5639.377441
	Iteration 34Q: 3 clusters Score -1.137481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -11374808.000000 Penalty: 5639.377441
	Iteration 35Q: 3 clusters Score -1.137481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -11374806.000000 Penalty: 5639.377441
	Iteration 36Q: 3 clusters Score -1.137481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -11374806.000000 Penalty: 5639.377441
	Iteration 37F: 3 clusters Score -1.137481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -1000903.750000 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -1000904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -994681.250000 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -994681.2 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -996426.125000 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -996426.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -996721.437500 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -996721.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -996905.187500 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -996905.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -997055.437500 Penalty: 4443.499512
	Iteration 4Q: 3 clusters Score -997055.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -997187.812500 Penalty: 4443.499512
	Iteration 5Q: 3 clusters Score -997187.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -997286.875000 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -997286.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -997367.250000 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -997367.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -997445.750000 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -997445.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -997505.812500 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -997505.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -997542.312500 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -997542.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -997581.250000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -997581.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -997623.562500 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -997623.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -997664.250000 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -997664.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -997708.812500 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -997708.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -997763.750000 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -997763.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -997818.375000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -997818.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -997865.937500 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -997865.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -997905.500000 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -997905.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -997956.250000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -997956.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -998000.687500 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -998000.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -998051.562500 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -998051.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -998107.375000 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -998107.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -998168.812500 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -998168.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -998225.812500 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -998225.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -998265.437500 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -998265.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -998299.375000 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -998299.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -998338.375000 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -998338.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -998368.375000 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -998368.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -998398.500000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -998398.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -998437.750000 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -998437.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -998478.875000 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -998478.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -998508.125000 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -998508.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -998548.562500 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -998548.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -998587.875000 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -998587.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -998618.500000 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -998618.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -998654.187500 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -998654.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -998681.437500 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -998681.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -998718.625000 Penalty: 4443.499512
	Iteration 38Q: 3 clusters Score -998718.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -998756.000000 Penalty: 4443.499512
	Iteration 39Q: 3 clusters Score -998756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -998790.062500 Penalty: 4443.499512
	Iteration 40F: 3 clusters Score -998790.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -998821.437500 Penalty: 4443.499512
	Iteration 41Q: 3 clusters Score -998821.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -998846.250000 Penalty: 4443.499512
	Iteration 42Q: 3 clusters Score -998846.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -998870.562500 Penalty: 4443.499512
	Iteration 43Q: 3 clusters Score -998870.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -998888.250000 Penalty: 4443.499512
	Iteration 44Q: 3 clusters Score -998888.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -998902.187500 Penalty: 4443.499512
	Iteration 45Q: 3 clusters Score -998902.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -998910.812500 Penalty: 4443.499512
	Iteration 46Q: 3 clusters Score -998910.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -998918.937500 Penalty: 4443.499512
	Iteration 47Q: 3 clusters Score -998918.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -998927.625000 Penalty: 4443.499512
	Iteration 48Q: 3 clusters Score -998927.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -998933.687500 Penalty: 4443.499512
	Iteration 49Q: 3 clusters Score -998933.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -998937.875000 Penalty: 4443.499512
	Iteration 50Q: 3 clusters Score -998937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -998944.750000 Penalty: 4443.499512
	Iteration 51Q: 3 clusters Score -998944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -998954.000000 Penalty: 4443.499512
	Iteration 52Q: 3 clusters Score -998954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -998964.625000 Penalty: 4443.499512
	Iteration 53Q: 3 clusters Score -998964.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -998968.562500 Penalty: 4443.499512
	Iteration 54Q: 3 clusters Score -998968.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -998975.875000 Penalty: 4443.499512
	Iteration 55Q: 3 clusters Score -998975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -998980.562500 Penalty: 4443.499512
	Iteration 56Q: 3 clusters Score -998980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -998986.000000 Penalty: 4443.499512
	Iteration 57Q: 3 clusters Score -998986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -998990.125000 Penalty: 4443.499512
	Iteration 58Q: 3 clusters Score -998990.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -998993.937500 Penalty: 4443.499512
	Iteration 59Q: 3 clusters Score -998993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -999000.125000 Penalty: 4443.499512
	Iteration 60F: 3 clusters Score -999000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -998999.375000 Penalty: 4443.499512
	Iteration 61Q: 3 clusters Score -998999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -999005.000000 Penalty: 4443.499512
	Iteration 62Q: 3 clusters Score -999005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -999009.312500 Penalty: 4443.499512
	Iteration 63Q: 3 clusters Score -999009.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -999013.687500 Penalty: 4443.499512
	Iteration 64Q: 3 clusters Score -999013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -999017.625000 Penalty: 4443.499512
	Iteration 65Q: 3 clusters Score -999017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -999017.562500 Penalty: 4443.499512
	Iteration 66Q: 3 clusters Score -999017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -999019.562500 Penalty: 4443.499512
	Iteration 67Q: 3 clusters Score -999019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -999020.812500 Penalty: 4443.499512
	Iteration 68Q: 3 clusters Score -999020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -999022.687500 Penalty: 4443.499512
	Iteration 69Q: 3 clusters Score -999022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -999022.250000 Penalty: 4443.499512
	Iteration 70Q: 3 clusters Score -999022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -999022.250000 Penalty: 4443.499512
	Iteration 71F: 3 clusters Score -999022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Entering Unmasked Estep 
Score: -4487244.000000 Penalty: 2594.275146
	Iteration 0F: 2 clusters Score -4487244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4463489.000000 Penalty: 5188.550293
	Iteration 0F: 3 clusters Score -4463489 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4472220.000000 Penalty: 5188.550293
	Iteration 1F: 3 clusters Score -4472220 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4472778.500000 Penalty: 5188.550293
	Iteration 2Q: 3 clusters Score -4472778 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4473330.000000 Penalty: 5188.550293
	Iteration 3Q: 3 clusters Score -4473330 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4473945.500000 Penalty: 5188.550293
	Iteration 4Q: 3 clusters Score -4473946 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4474644.500000 Penalty: 5188.550293
	Iteration 5Q: 3 clusters Score -4474644 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4475564.500000 Penalty: 5188.550293
	Iteration 6Q: 3 clusters Score -4475564 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4476765.500000 Penalty: 5188.550293
	Iteration 7F: 3 clusters Score -4476766 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4478164.500000 Penalty: 5188.550293
	Iteration 8F: 3 clusters Score -4478164 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4479672.000000 Penalty: 5188.550293
	Iteration 9F: 3 clusters Score -4479672 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4481043.000000 Penalty: 5188.550293
	Iteration 10F: 3 clusters Score -4481043 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4482338.500000 Penalty: 5188.550293
	Iteration 11Q: 3 clusters Score -4482338 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4483511.500000 Penalty: 5188.550293
	Iteration 12Q: 3 clusters Score -4483512 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4484403.500000 Penalty: 5188.550293
	Iteration 13Q: 3 clusters Score -4484404 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4484852.000000 Penalty: 5188.550293
	Iteration 14Q: 3 clusters Score -4484852 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4485106.000000 Penalty: 5188.550293
	Iteration 15Q: 3 clusters Score -4485106 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4485260.000000 Penalty: 5188.550293
	Iteration 16Q: 3 clusters Score -4485260 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4485368.000000 Penalty: 5188.550293
	Iteration 17Q: 3 clusters Score -4485368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4485448.500000 Penalty: 5188.550293
	Iteration 18Q: 3 clusters Score -4485448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4485490.500000 Penalty: 5188.550293
	Iteration 19Q: 3 clusters Score -4485490 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4485529.500000 Penalty: 5188.550293
	Iteration 20F: 3 clusters Score -4485530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4485535.500000 Penalty: 5188.550293
	Iteration 21Q: 3 clusters Score -4485536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4485553.000000 Penalty: 5188.550293
	Iteration 22Q: 3 clusters Score -4485553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -4485563.000000 Penalty: 5188.550293
	Iteration 23Q: 3 clusters Score -4485563 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4485592.000000 Penalty: 5188.550293
	Iteration 24Q: 3 clusters Score -4485592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4485598.500000 Penalty: 5188.550293
	Iteration 25Q: 3 clusters Score -4485598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4485603.000000 Penalty: 5188.550293
	Iteration 26Q: 3 clusters Score -4485603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -4485594.000000 Penalty: 5188.550293
	Iteration 27Q: 3 clusters Score -4485594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4485605.000000 Penalty: 5188.550293
	Iteration 28Q: 3 clusters Score -4485605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4485609.000000 Penalty: 5188.550293
	Iteration 29Q: 3 clusters Score -4485609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4485611.000000 Penalty: 5188.550293
	Iteration 30Q: 3 clusters Score -4485611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4485624.000000 Penalty: 5188.550293
	Iteration 31Q: 3 clusters Score -4485624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4485624.000000 Penalty: 5188.550293
	Iteration 32Q: 3 clusters Score -4485624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4485625.000000 Penalty: 5188.550293
	Iteration 33Q: 3 clusters Score -4485625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4485628.000000 Penalty: 5188.550293
	Iteration 34Q: 3 clusters Score -4485628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4485628.500000 Penalty: 5188.550293
	Iteration 35Q: 3 clusters Score -4485628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -4485638.500000 Penalty: 5188.550293
	Iteration 36Q: 3 clusters Score -4485638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4485640.500000 Penalty: 5188.550293
	Iteration 37Q: 3 clusters Score -4485640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4485651.000000 Penalty: 5188.550293
	Iteration 38Q: 3 clusters Score -4485651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4485651.000000 Penalty: 5188.550293
	Iteration 39Q: 3 clusters Score -4485651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4485651.000000 Penalty: 5188.550293
	Iteration 40F: 3 clusters Score -4485651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4485651.500000 Penalty: 5188.550293
	Iteration 41Q: 3 clusters Score -4485652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4485644.500000 Penalty: 5188.550293
	Iteration 42Q: 3 clusters Score -4485644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4485651.000000 Penalty: 5188.550293
	Iteration 43Q: 3 clusters Score -4485651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4485649.000000 Penalty: 5188.550293
	Iteration 44Q: 3 clusters Score -4485649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4485648.000000 Penalty: 5188.550293
	Iteration 45Q: 3 clusters Score -4485648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4485652.500000 Penalty: 5188.550293
	Iteration 46Q: 3 clusters Score -4485652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4485641.000000 Penalty: 5188.550293
	Iteration 47Q: 3 clusters Score -4485641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4485645.500000 Penalty: 5188.550293
	Iteration 48Q: 3 clusters Score -4485646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4485645.500000 Penalty: 5188.550293
	Iteration 49Q: 3 clusters Score -4485646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4485647.000000 Penalty: 5188.550293
	Iteration 50Q: 3 clusters Score -4485647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4485648.500000 Penalty: 5188.550293
	Iteration 51Q: 3 clusters Score -4485648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4485646.500000 Penalty: 5188.550293
	Iteration 52Q: 3 clusters Score -4485646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4485649.500000 Penalty: 5188.550293
	Iteration 53Q: 3 clusters Score -4485650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -4485648.500000 Penalty: 5188.550293
	Iteration 54Q: 3 clusters Score -4485648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4485651.500000 Penalty: 5188.550293
	Iteration 55Q: 3 clusters Score -4485652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -4485653.000000 Penalty: 5188.550293
	Iteration 56Q: 3 clusters Score -4485653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4485652.500000 Penalty: 5188.550293
	Iteration 57Q: 3 clusters Score -4485652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4485658.500000 Penalty: 5188.550293
	Iteration 58Q: 3 clusters Score -4485658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4485657.000000 Penalty: 5188.550293
	Iteration 59Q: 3 clusters Score -4485657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4485656.000000 Penalty: 5188.550293
	Iteration 60F: 3 clusters Score -4485656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4485652.500000 Penalty: 5188.550293
	Iteration 61Q: 3 clusters Score -4485652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4485654.500000 Penalty: 5188.550293
	Iteration 62Q: 3 clusters Score -4485654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4485648.000000 Penalty: 5188.550293
	Iteration 63Q: 3 clusters Score -4485648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4485648.000000 Penalty: 5188.550293
	Iteration 64Q: 3 clusters Score -4485648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4485646.500000 Penalty: 5188.550293
	Iteration 65Q: 3 clusters Score -4485646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4485647.000000 Penalty: 5188.550293
	Iteration 66Q: 3 clusters Score -4485647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4485649.000000 Penalty: 5188.550293
	Iteration 67Q: 3 clusters Score -4485649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4485649.000000 Penalty: 5188.550293
	Iteration 68F: 3 clusters Score -4485649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -638348.687500 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -638348.7 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 2597 members 
Entering Unmasked Estep 
Score: -633605.062500 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -633605.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -634872.812500 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -634872.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -635170.937500 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -635170.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -635364.437500 Penalty: 4246.265625
	Iteration 3F: 3 clusters Score -635364.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -635583.375000 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -635583.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -635885.750000 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -635885.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -636189.937500 Penalty: 4246.265625
	Iteration 6F: 3 clusters Score -636189.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -636495.250000 Penalty: 4246.265625
	Iteration 7F: 3 clusters Score -636495.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -636855.437500 Penalty: 4246.265625
	Iteration 8F: 3 clusters Score -636855.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -637163.750000 Penalty: 4246.265625
	Iteration 9F: 3 clusters Score -637163.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -637421.187500 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -637421.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -637607.500000 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -637607.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -637712.937500 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -637712.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -637762.937500 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -637762.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -637791.375000 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -637791.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -637804.500000 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -637804.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -637816.187500 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -637816.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -637822.937500 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -637822.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -637829.812500 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -637829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -637833.000000 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -637833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -637835.312500 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -637835.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -637837.812500 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -637837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -637838.187500 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -637838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -637839.375000 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -637839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -637840.937500 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -637840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -637842.187500 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -637842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -637842.187500 Penalty: 4246.265625
	Iteration 26F: 3 clusters Score -637842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Entering Unmasked Estep 
Score: -1217459.250000 Penalty: 2265.846680
	Iteration 0F: 2 clusters Score -1217459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1210226.875000 Penalty: 4531.693359
	Iteration 0F: 3 clusters Score -1210227 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1212319.750000 Penalty: 4531.693359
	Iteration 1F: 3 clusters Score -1212320 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1212618.625000 Penalty: 4531.693359
	Iteration 2F: 3 clusters Score -1212619 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1212843.625000 Penalty: 4531.693359
	Iteration 3F: 3 clusters Score -1212844 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1213039.750000 Penalty: 4531.693359
	Iteration 4Q: 3 clusters Score -1213040 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1213215.250000 Penalty: 4531.693359
	Iteration 5Q: 3 clusters Score -1213215 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1213375.500000 Penalty: 4531.693359
	Iteration 6Q: 3 clusters Score -1213376 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1213531.875000 Penalty: 4531.693359
	Iteration 7Q: 3 clusters Score -1213532 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1213697.000000 Penalty: 4531.693359
	Iteration 8Q: 3 clusters Score -1213697 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1213880.000000 Penalty: 4531.693359
	Iteration 9Q: 3 clusters Score -1213880 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1214101.875000 Penalty: 4531.693359
	Iteration 10Q: 3 clusters Score -1214102 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1214354.875000 Penalty: 4531.693359
	Iteration 11Q: 3 clusters Score -1214355 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1214695.500000 Penalty: 4531.693359
	Iteration 12Q: 3 clusters Score -1214696 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1215076.750000 Penalty: 4531.693359
	Iteration 13Q: 3 clusters Score -1215077 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1215469.250000 Penalty: 4531.693359
	Iteration 14Q: 3 clusters Score -1215469 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1215780.750000 Penalty: 4531.693359
	Iteration 15Q: 3 clusters Score -1215781 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1216018.375000 Penalty: 4531.693359
	Iteration 16Q: 3 clusters Score -1216018 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1216176.125000 Penalty: 4531.693359
	Iteration 17Q: 3 clusters Score -1216176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1216308.625000 Penalty: 4531.693359
	Iteration 18Q: 3 clusters Score -1216309 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1216433.375000 Penalty: 4531.693359
	Iteration 19Q: 3 clusters Score -1216433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1216558.250000 Penalty: 4531.693359
	Iteration 20F: 3 clusters Score -1216558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1216646.375000 Penalty: 4531.693359
	Iteration 21Q: 3 clusters Score -1216646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1216729.750000 Penalty: 4531.693359
	Iteration 22Q: 3 clusters Score -1216730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1216782.125000 Penalty: 4531.693359
	Iteration 23Q: 3 clusters Score -1216782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1216809.875000 Penalty: 4531.693359
	Iteration 24Q: 3 clusters Score -1216810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1216831.875000 Penalty: 4531.693359
	Iteration 25Q: 3 clusters Score -1216832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1216840.250000 Penalty: 4531.693359
	Iteration 26Q: 3 clusters Score -1216840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1216853.125000 Penalty: 4531.693359
	Iteration 27Q: 3 clusters Score -1216853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1216869.500000 Penalty: 4531.693359
	Iteration 28Q: 3 clusters Score -1216870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1216893.750000 Penalty: 4531.693359
	Iteration 29Q: 3 clusters Score -1216894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1216922.375000 Penalty: 4531.693359
	Iteration 30Q: 3 clusters Score -1216922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1216961.875000 Penalty: 4531.693359
	Iteration 31Q: 3 clusters Score -1216962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1217018.625000 Penalty: 4531.693359
	Iteration 32Q: 3 clusters Score -1217019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1217047.250000 Penalty: 4531.693359
	Iteration 33Q: 3 clusters Score -1217047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1217057.875000 Penalty: 4531.693359
	Iteration 34Q: 3 clusters Score -1217058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1217067.375000 Penalty: 4531.693359
	Iteration 35Q: 3 clusters Score -1217067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1217072.500000 Penalty: 4531.693359
	Iteration 36Q: 3 clusters Score -1217072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1217075.500000 Penalty: 4531.693359
	Iteration 37Q: 3 clusters Score -1217076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1217076.000000 Penalty: 4531.693359
	Iteration 38Q: 3 clusters Score -1217076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1217076.500000 Penalty: 4531.693359
	Iteration 39Q: 3 clusters Score -1217076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1217076.500000 Penalty: 4531.693359
	Iteration 40F: 3 clusters Score -1217076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -432250.093750 Penalty: 2013.758545
	Iteration 0F: 2 clusters Score -432250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -428748.750000 Penalty: 4027.517090
	Iteration 0F: 3 clusters Score -428748.8 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -429537.000000 Penalty: 4027.517090
	Iteration 1F: 3 clusters Score -429537 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -429697.093750 Penalty: 4027.517090
	Iteration 2F: 3 clusters Score -429697.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -429804.250000 Penalty: 4027.517090
	Iteration 3Q: 3 clusters Score -429804.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -429869.093750 Penalty: 4027.517090
	Iteration 4Q: 3 clusters Score -429869.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -429920.968750 Penalty: 4027.517090
	Iteration 5Q: 3 clusters Score -429921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -429956.375000 Penalty: 4027.517090
	Iteration 6Q: 3 clusters Score -429956.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -429984.843750 Penalty: 4027.517090
	Iteration 7Q: 3 clusters Score -429984.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -430011.843750 Penalty: 4027.517090
	Iteration 8Q: 3 clusters Score -430011.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -430038.812500 Penalty: 4027.517090
	Iteration 9Q: 3 clusters Score -430038.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -430063.406250 Penalty: 4027.517090
	Iteration 10Q: 3 clusters Score -430063.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -430087.250000 Penalty: 4027.517090
	Iteration 11Q: 3 clusters Score -430087.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -430111.125000 Penalty: 4027.517090
	Iteration 12Q: 3 clusters Score -430111.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -430128.312500 Penalty: 4027.517090
	Iteration 13Q: 3 clusters Score -430128.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -430146.375000 Penalty: 4027.517090
	Iteration 14Q: 3 clusters Score -430146.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -430173.656250 Penalty: 4027.517090
	Iteration 15Q: 3 clusters Score -430173.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -430196.937500 Penalty: 4027.517090
	Iteration 16Q: 3 clusters Score -430196.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -430219.062500 Penalty: 4027.517090
	Iteration 17Q: 3 clusters Score -430219.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -430238.125000 Penalty: 4027.517090
	Iteration 18Q: 3 clusters Score -430238.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -430255.906250 Penalty: 4027.517090
	Iteration 19Q: 3 clusters Score -430255.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -430273.375000 Penalty: 4027.517090
	Iteration 20F: 3 clusters Score -430273.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -430287.500000 Penalty: 4027.517090
	Iteration 21Q: 3 clusters Score -430287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -430299.062500 Penalty: 4027.517090
	Iteration 22Q: 3 clusters Score -430299.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -430309.562500 Penalty: 4027.517090
	Iteration 23Q: 3 clusters Score -430309.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -430321.218750 Penalty: 4027.517090
	Iteration 24Q: 3 clusters Score -430321.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -430328.187500 Penalty: 4027.517090
	Iteration 25Q: 3 clusters Score -430328.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -430335.031250 Penalty: 4027.517090
	Iteration 26Q: 3 clusters Score -430335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -430345.156250 Penalty: 4027.517090
	Iteration 27Q: 3 clusters Score -430345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -430355.750000 Penalty: 4027.517090
	Iteration 28Q: 3 clusters Score -430355.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -430367.593750 Penalty: 4027.517090
	Iteration 29Q: 3 clusters Score -430367.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -430379.562500 Penalty: 4027.517090
	Iteration 30Q: 3 clusters Score -430379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -430390.687500 Penalty: 4027.517090
	Iteration 31Q: 3 clusters Score -430390.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -430403.656250 Penalty: 4027.517090
	Iteration 32Q: 3 clusters Score -430403.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -430414.156250 Penalty: 4027.517090
	Iteration 33Q: 3 clusters Score -430414.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -430426.187500 Penalty: 4027.517090
	Iteration 34Q: 3 clusters Score -430426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -430438.531250 Penalty: 4027.517090
	Iteration 35Q: 3 clusters Score -430438.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -430451.406250 Penalty: 4027.517090
	Iteration 36Q: 3 clusters Score -430451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -430461.250000 Penalty: 4027.517090
	Iteration 37Q: 3 clusters Score -430461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -430469.468750 Penalty: 4027.517090
	Iteration 38Q: 3 clusters Score -430469.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -430476.656250 Penalty: 4027.517090
	Iteration 39Q: 3 clusters Score -430476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -430485.000000 Penalty: 4027.517090
	Iteration 40F: 3 clusters Score -430485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -430490.656250 Penalty: 4027.517090
	Iteration 41Q: 3 clusters Score -430490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -430496.687500 Penalty: 4027.517090
	Iteration 42Q: 3 clusters Score -430496.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -430501.812500 Penalty: 4027.517090
	Iteration 43Q: 3 clusters Score -430501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -430507.437500 Penalty: 4027.517090
	Iteration 44Q: 3 clusters Score -430507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -430513.093750 Penalty: 4027.517090
	Iteration 45Q: 3 clusters Score -430513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -430520.437500 Penalty: 4027.517090
	Iteration 46Q: 3 clusters Score -430520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -430523.031250 Penalty: 4027.517090
	Iteration 47Q: 3 clusters Score -430523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -430526.125000 Penalty: 4027.517090
	Iteration 48Q: 3 clusters Score -430526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -430531.093750 Penalty: 4027.517090
	Iteration 49Q: 3 clusters Score -430531.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -430537.562500 Penalty: 4027.517090
	Iteration 50Q: 3 clusters Score -430537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -430547.000000 Penalty: 4027.517090
	Iteration 51Q: 3 clusters Score -430547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -430554.718750 Penalty: 4027.517090
	Iteration 52Q: 3 clusters Score -430554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -430560.281250 Penalty: 4027.517090
	Iteration 53Q: 3 clusters Score -430560.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -430567.281250 Penalty: 4027.517090
	Iteration 54Q: 3 clusters Score -430567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430575.031250 Penalty: 4027.517090
	Iteration 55Q: 3 clusters Score -430575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430584.937500 Penalty: 4027.517090
	Iteration 56Q: 3 clusters Score -430584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430591.437500 Penalty: 4027.517090
	Iteration 57Q: 3 clusters Score -430591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430596.406250 Penalty: 4027.517090
	Iteration 58Q: 3 clusters Score -430596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430602.781250 Penalty: 4027.517090
	Iteration 59Q: 3 clusters Score -430602.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430606.750000 Penalty: 4027.517090
	Iteration 60F: 3 clusters Score -430606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430611.312500 Penalty: 4027.517090
	Iteration 61Q: 3 clusters Score -430611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430614.781250 Penalty: 4027.517090
	Iteration 62Q: 3 clusters Score -430614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430620.437500 Penalty: 4027.517090
	Iteration 63Q: 3 clusters Score -430620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -430625.437500 Penalty: 4027.517090
	Iteration 64Q: 3 clusters Score -430625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -430630.968750 Penalty: 4027.517090
	Iteration 65Q: 3 clusters Score -430631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -430633.906250 Penalty: 4027.517090
	Iteration 66Q: 3 clusters Score -430633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -430638.218750 Penalty: 4027.517090
	Iteration 67Q: 3 clusters Score -430638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -430641.031250 Penalty: 4027.517090
	Iteration 68Q: 3 clusters Score -430641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -430648.562500 Penalty: 4027.517090
	Iteration 69Q: 3 clusters Score -430648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -430653.656250 Penalty: 4027.517090
	Iteration 70Q: 3 clusters Score -430653.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -430661.093750 Penalty: 4027.517090
	Iteration 71Q: 3 clusters Score -430661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -430664.437500 Penalty: 4027.517090
	Iteration 72Q: 3 clusters Score -430664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -430666.281250 Penalty: 4027.517090
	Iteration 73Q: 3 clusters Score -430666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -430671.750000 Penalty: 4027.517090
	Iteration 74Q: 3 clusters Score -430671.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -430678.968750 Penalty: 4027.517090
	Iteration 75Q: 3 clusters Score -430679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -430686.093750 Penalty: 4027.517090
	Iteration 76Q: 3 clusters Score -430686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -430694.156250 Penalty: 4027.517090
	Iteration 77Q: 3 clusters Score -430694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -430697.281250 Penalty: 4027.517090
	Iteration 78Q: 3 clusters Score -430697.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -430700.312500 Penalty: 4027.517090
	Iteration 79Q: 3 clusters Score -430700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -430704.000000 Penalty: 4027.517090
	Iteration 80F: 3 clusters Score -430704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -430703.906250 Penalty: 4027.517090
	Iteration 81Q: 3 clusters Score -430703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -430704.968750 Penalty: 4027.517090
	Iteration 82Q: 3 clusters Score -430705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -430704.968750 Penalty: 4027.517090
	Iteration 83F: 3 clusters Score -430705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -231200.656250 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -231200.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -228704.343750 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -228704.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -229127.609375 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -229127.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229242.187500 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -229242.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -229299.953125 Penalty: 3711.968018
	Iteration 3Q: 3 clusters Score -229300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -229333.796875 Penalty: 3711.968018
	Iteration 4Q: 3 clusters Score -229333.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229357.375000 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -229357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -229376.890625 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -229376.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -229396.812500 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -229396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229402.187500 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -229402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229409.343750 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -229409.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -229420.203125 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -229420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -229428.687500 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -229428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -229436.328125 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -229436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -229439.453125 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -229439.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -229443.890625 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -229443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229447.187500 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -229447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229449.937500 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -229449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -229450.828125 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -229450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -229451.515625 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -229451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229452.921875 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -229452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229453.671875 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -229453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -833289.312500 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -833289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -827848.187500 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -827848.2 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -829217.187500 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -829217.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -829507.000000 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -829507 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -829716.000000 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -829716 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -829920.062500 Penalty: 4347.666992
	Iteration 4Q: 3 clusters Score -829920.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -830161.312500 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -830161.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -830386.500000 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -830386.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -830581.750000 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -830581.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -830781.937500 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -830781.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -830979.375000 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -830979.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -831194.125000 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -831194.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -831489.187500 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -831489.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -831845.812500 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -831845.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -832155.250000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -832155.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -832376.250000 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -832376.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -832529.000000 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -832529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -832579.500000 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -832579.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -832594.750000 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -832594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -832600.375000 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -832600.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -832605.937500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -832605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -832612.187500 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -832612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -832615.062500 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -832615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -832618.375000 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -832618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -832618.000000 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -832618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -832618.500000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -832618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -832618.500000 Penalty: 4347.666992
	Iteration 25F: 3 clusters Score -832618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -68830.570312 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -68830.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67328.867188 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -67328.87 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67629.828125 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -67629.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67732.843750 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -67732.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67805.968750 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -67805.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67861.554688 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -67861.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67914.015625 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -67914.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67950.718750 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -67950.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68003.257812 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -68003.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68040.726562 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -68040.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -68072.382812 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -68072.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68087.554688 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -68087.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68094.585938 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -68094.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -68108.328125 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -68108.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68112.140625 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -68112.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -68117.632812 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -68117.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -68120.343750 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -68120.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -68124.617188 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -68124.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -68132.148438 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -68132.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -68133.367188 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -68133.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -68133.367188 Penalty: 3160.319580
	Iteration 19F: 3 clusters Score -68133.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Entering Unmasked Estep 
Score: -4331396.000000 Penalty: 2598.213867
	Iteration 0F: 2 clusters Score -4331396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4307146.500000 Penalty: 5196.427734
	Iteration 0F: 3 clusters Score -4307146 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4316414.000000 Penalty: 5196.427734
	Iteration 1F: 3 clusters Score -4316414 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4317422.500000 Penalty: 5196.427734
	Iteration 2F: 3 clusters Score -4317422 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4318551.500000 Penalty: 5196.427734
	Iteration 3F: 3 clusters Score -4318552 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4319647.000000 Penalty: 5196.427734
	Iteration 4F: 3 clusters Score -4319647 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4320701.500000 Penalty: 5196.427734
	Iteration 5F: 3 clusters Score -4320702 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4321756.000000 Penalty: 5196.427734
	Iteration 6F: 3 clusters Score -4321756 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4322633.500000 Penalty: 5196.427734
	Iteration 7Q: 3 clusters Score -4322634 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4323442.000000 Penalty: 5196.427734
	Iteration 8Q: 3 clusters Score -4323442 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4324179.000000 Penalty: 5196.427734
	Iteration 9Q: 3 clusters Score -4324179 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4324922.000000 Penalty: 5196.427734
	Iteration 10Q: 3 clusters Score -4324922 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4325598.000000 Penalty: 5196.427734
	Iteration 11Q: 3 clusters Score -4325598 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4326159.000000 Penalty: 5196.427734
	Iteration 12Q: 3 clusters Score -4326159 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4326595.000000 Penalty: 5196.427734
	Iteration 13Q: 3 clusters Score -4326595 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4326983.500000 Penalty: 5196.427734
	Iteration 14Q: 3 clusters Score -4326984 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4327401.500000 Penalty: 5196.427734
	Iteration 15Q: 3 clusters Score -4327402 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4327801.000000 Penalty: 5196.427734
	Iteration 16Q: 3 clusters Score -4327801 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4328195.000000 Penalty: 5196.427734
	Iteration 17Q: 3 clusters Score -4328195 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -4328571.500000 Penalty: 5196.427734
	Iteration 18Q: 3 clusters Score -4328572 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4328861.500000 Penalty: 5196.427734
	Iteration 19Q: 3 clusters Score -4328862 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4329120.500000 Penalty: 5196.427734
	Iteration 20F: 3 clusters Score -4329120 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4329356.500000 Penalty: 5196.427734
	Iteration 21Q: 3 clusters Score -4329356 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4329570.500000 Penalty: 5196.427734
	Iteration 22Q: 3 clusters Score -4329570 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4329756.000000 Penalty: 5196.427734
	Iteration 23Q: 3 clusters Score -4329756 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4329936.500000 Penalty: 5196.427734
	Iteration 24Q: 3 clusters Score -4329936 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4330067.500000 Penalty: 5196.427734
	Iteration 25Q: 3 clusters Score -4330068 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4330179.500000 Penalty: 5196.427734
	Iteration 26Q: 3 clusters Score -4330180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4330256.000000 Penalty: 5196.427734
	Iteration 27Q: 3 clusters Score -4330256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4330298.500000 Penalty: 5196.427734
	Iteration 28Q: 3 clusters Score -4330298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4330327.000000 Penalty: 5196.427734
	Iteration 29Q: 3 clusters Score -4330327 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4330352.000000 Penalty: 5196.427734
	Iteration 30Q: 3 clusters Score -4330352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4330375.500000 Penalty: 5196.427734
	Iteration 31Q: 3 clusters Score -4330376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4330389.000000 Penalty: 5196.427734
	Iteration 32Q: 3 clusters Score -4330389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4330403.500000 Penalty: 5196.427734
	Iteration 33Q: 3 clusters Score -4330404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4330419.500000 Penalty: 5196.427734
	Iteration 34Q: 3 clusters Score -4330420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4330424.000000 Penalty: 5196.427734
	Iteration 35Q: 3 clusters Score -4330424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4330438.000000 Penalty: 5196.427734
	Iteration 36Q: 3 clusters Score -4330438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4330444.000000 Penalty: 5196.427734
	Iteration 37Q: 3 clusters Score -4330444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4330451.500000 Penalty: 5196.427734
	Iteration 38Q: 3 clusters Score -4330452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4330460.500000 Penalty: 5196.427734
	Iteration 39Q: 3 clusters Score -4330460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4330471.000000 Penalty: 5196.427734
	Iteration 40F: 3 clusters Score -4330471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4330472.000000 Penalty: 5196.427734
	Iteration 41Q: 3 clusters Score -4330472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4330472.500000 Penalty: 5196.427734
	Iteration 42Q: 3 clusters Score -4330472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4330473.000000 Penalty: 5196.427734
	Iteration 43Q: 3 clusters Score -4330473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4330472.500000 Penalty: 5196.427734
	Iteration 44Q: 3 clusters Score -4330472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4330482.500000 Penalty: 5196.427734
	Iteration 45Q: 3 clusters Score -4330482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4330475.500000 Penalty: 5196.427734
	Iteration 46Q: 3 clusters Score -4330476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4330479.000000 Penalty: 5196.427734
	Iteration 47Q: 3 clusters Score -4330479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4330486.500000 Penalty: 5196.427734
	Iteration 48Q: 3 clusters Score -4330486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4330482.000000 Penalty: 5196.427734
	Iteration 49Q: 3 clusters Score -4330482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4330483.000000 Penalty: 5196.427734
	Iteration 50Q: 3 clusters Score -4330483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4330485.500000 Penalty: 5196.427734
	Iteration 51Q: 3 clusters Score -4330486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4330482.000000 Penalty: 5196.427734
	Iteration 52Q: 3 clusters Score -4330482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4330482.000000 Penalty: 5196.427734
	Iteration 53Q: 3 clusters Score -4330482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4330483.000000 Penalty: 5196.427734
	Iteration 54Q: 3 clusters Score -4330483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4330477.000000 Penalty: 5196.427734
	Iteration 55Q: 3 clusters Score -4330477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4330477.000000 Penalty: 5196.427734
	Iteration 56F: 3 clusters Score -4330477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Entering Unmasked Estep 
Score: -1820958.625000 Penalty: 2383.908203
	Iteration 0F: 2 clusters Score -1820959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1810231.500000 Penalty: 4767.816406
	Iteration 0F: 3 clusters Score -1810232 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1814105.125000 Penalty: 4767.816406
	Iteration 1F: 3 clusters Score -1814105 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1815360.625000 Penalty: 4767.816406
	Iteration 2F: 3 clusters Score -1815361 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1816867.375000 Penalty: 4767.816406
	Iteration 3F: 3 clusters Score -1816867 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1818058.125000 Penalty: 4767.816406
	Iteration 4F: 3 clusters Score -1818058 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1818765.000000 Penalty: 4767.816406
	Iteration 5F: 3 clusters Score -1818765 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1819087.875000 Penalty: 4767.816406
	Iteration 6Q: 3 clusters Score -1819088 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1819271.875000 Penalty: 4767.816406
	Iteration 7Q: 3 clusters Score -1819272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1819368.500000 Penalty: 4767.816406
	Iteration 8Q: 3 clusters Score -1819368 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1819424.875000 Penalty: 4767.816406
	Iteration 9Q: 3 clusters Score -1819425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1819467.750000 Penalty: 4767.816406
	Iteration 10Q: 3 clusters Score -1819468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1819493.750000 Penalty: 4767.816406
	Iteration 11Q: 3 clusters Score -1819494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1819497.500000 Penalty: 4767.816406
	Iteration 12Q: 3 clusters Score -1819498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1819521.500000 Penalty: 4767.816406
	Iteration 13Q: 3 clusters Score -1819522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1819524.125000 Penalty: 4767.816406
	Iteration 14Q: 3 clusters Score -1819524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1819544.250000 Penalty: 4767.816406
	Iteration 15Q: 3 clusters Score -1819544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1819557.250000 Penalty: 4767.816406
	Iteration 16Q: 3 clusters Score -1819557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1819568.250000 Penalty: 4767.816406
	Iteration 17Q: 3 clusters Score -1819568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1819579.875000 Penalty: 4767.816406
	Iteration 18Q: 3 clusters Score -1819580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1819581.375000 Penalty: 4767.816406
	Iteration 19Q: 3 clusters Score -1819581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1819591.875000 Penalty: 4767.816406
	Iteration 20F: 3 clusters Score -1819592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1819595.250000 Penalty: 4767.816406
	Iteration 21Q: 3 clusters Score -1819595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1819608.125000 Penalty: 4767.816406
	Iteration 22Q: 3 clusters Score -1819608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1819611.375000 Penalty: 4767.816406
	Iteration 23Q: 3 clusters Score -1819611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1819617.750000 Penalty: 4767.816406
	Iteration 24Q: 3 clusters Score -1819618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1819620.125000 Penalty: 4767.816406
	Iteration 25Q: 3 clusters Score -1819620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1819628.000000 Penalty: 4767.816406
	Iteration 26Q: 3 clusters Score -1819628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1819626.375000 Penalty: 4767.816406
	Iteration 27Q: 3 clusters Score -1819626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1819631.875000 Penalty: 4767.816406
	Iteration 28Q: 3 clusters Score -1819632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1819632.500000 Penalty: 4767.816406
	Iteration 29Q: 3 clusters Score -1819632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1819633.750000 Penalty: 4767.816406
	Iteration 30Q: 3 clusters Score -1819634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1819643.375000 Penalty: 4767.816406
	Iteration 31Q: 3 clusters Score -1819643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1819648.125000 Penalty: 4767.816406
	Iteration 32Q: 3 clusters Score -1819648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1819647.875000 Penalty: 4767.816406
	Iteration 33Q: 3 clusters Score -1819648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1819649.750000 Penalty: 4767.816406
	Iteration 34Q: 3 clusters Score -1819650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1819654.375000 Penalty: 4767.816406
	Iteration 35Q: 3 clusters Score -1819654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1819660.000000 Penalty: 4767.816406
	Iteration 36Q: 3 clusters Score -1819660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1819661.875000 Penalty: 4767.816406
	Iteration 37Q: 3 clusters Score -1819662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1819662.875000 Penalty: 4767.816406
	Iteration 38Q: 3 clusters Score -1819663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1819660.875000 Penalty: 4767.816406
	Iteration 39Q: 3 clusters Score -1819661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1819666.750000 Penalty: 4767.816406
	Iteration 40F: 3 clusters Score -1819667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1819667.500000 Penalty: 4767.816406
	Iteration 41Q: 3 clusters Score -1819668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1819669.875000 Penalty: 4767.816406
	Iteration 42Q: 3 clusters Score -1819670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1819666.375000 Penalty: 4767.816406
	Iteration 43Q: 3 clusters Score -1819666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1819668.125000 Penalty: 4767.816406
	Iteration 44Q: 3 clusters Score -1819668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1819667.000000 Penalty: 4767.816406
	Iteration 45Q: 3 clusters Score -1819667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1819668.250000 Penalty: 4767.816406
	Iteration 46Q: 3 clusters Score -1819668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1819668.125000 Penalty: 4767.816406
	Iteration 47Q: 3 clusters Score -1819668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1819668.000000 Penalty: 4767.816406
	Iteration 48Q: 3 clusters Score -1819668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1819668.750000 Penalty: 4767.816406
	Iteration 49Q: 3 clusters Score -1819669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1819669.500000 Penalty: 4767.816406
	Iteration 50Q: 3 clusters Score -1819670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1819667.750000 Penalty: 4767.816406
	Iteration 51Q: 3 clusters Score -1819668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1819668.500000 Penalty: 4767.816406
	Iteration 52Q: 3 clusters Score -1819668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1819669.250000 Penalty: 4767.816406
	Iteration 53Q: 3 clusters Score -1819669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1819668.375000 Penalty: 4767.816406
	Iteration 54Q: 3 clusters Score -1819668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1819668.375000 Penalty: 4767.816406
	Iteration 55F: 3 clusters Score -1819668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -325552.500000 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -325552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322610.718750 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -322610.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -323225.187500 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -323225.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -323371.343750 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -323371.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -323458.125000 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -323458.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -323508.718750 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -323508.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -323538.687500 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -323538.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -323563.875000 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -323563.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -323588.281250 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -323588.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -323609.593750 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -323609.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -323639.812500 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -323639.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -323675.312500 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -323675.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -323705.531250 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -323705.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -323733.781250 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -323733.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -323765.437500 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -323765.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -323805.062500 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -323805.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -323838.406250 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -323838.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -323868.062500 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -323868.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -323897.968750 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -323898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -323922.812500 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -323922.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -323939.093750 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -323939.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -323953.906250 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -323953.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -323966.937500 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -323966.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -323976.906250 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -323976.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -323984.312500 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -323984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -323989.906250 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -323989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -323994.000000 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -323994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -324000.625000 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -324000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -324006.250000 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -324006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324012.093750 Penalty: 3899.989502
	Iteration 28Q: 3 clusters Score -324012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -324017.562500 Penalty: 3899.989502
	Iteration 29Q: 3 clusters Score -324017.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -324025.656250 Penalty: 3899.989502
	Iteration 30Q: 3 clusters Score -324025.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -324033.312500 Penalty: 3899.989502
	Iteration 31Q: 3 clusters Score -324033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -324036.937500 Penalty: 3899.989502
	Iteration 32Q: 3 clusters Score -324036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -324038.968750 Penalty: 3899.989502
	Iteration 33Q: 3 clusters Score -324039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -324039.468750 Penalty: 3899.989502
	Iteration 34Q: 3 clusters Score -324039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -324039.406250 Penalty: 3899.989502
	Iteration 35Q: 3 clusters Score -324039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -324039.843750 Penalty: 3899.989502
	Iteration 36Q: 3 clusters Score -324039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -324039.843750 Penalty: 3899.989502
	Iteration 37F: 3 clusters Score -324039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Entering Unmasked Estep 
Score: -3023678.000000 Penalty: 2509.092285
	Iteration 0F: 2 clusters Score -3023678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3006683.000000 Penalty: 5018.184570
	Iteration 0F: 3 clusters Score -3006683 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3012844.500000 Penalty: 5018.184570
	Iteration 1F: 3 clusters Score -3012844 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3013673.000000 Penalty: 5018.184570
	Iteration 2F: 3 clusters Score -3013673 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3014636.500000 Penalty: 5018.184570
	Iteration 3F: 3 clusters Score -3014636 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3015636.000000 Penalty: 5018.184570
	Iteration 4F: 3 clusters Score -3015636 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3016701.750000 Penalty: 5018.184570
	Iteration 5F: 3 clusters Score -3016702 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3017628.500000 Penalty: 5018.184570
	Iteration 6F: 3 clusters Score -3017628 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3018345.750000 Penalty: 5018.184570
	Iteration 7F: 3 clusters Score -3018346 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3018830.750000 Penalty: 5018.184570
	Iteration 8Q: 3 clusters Score -3018831 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3019244.500000 Penalty: 5018.184570
	Iteration 9Q: 3 clusters Score -3019244 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3019522.500000 Penalty: 5018.184570
	Iteration 10Q: 3 clusters Score -3019522 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3019712.750000 Penalty: 5018.184570
	Iteration 11Q: 3 clusters Score -3019713 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3019835.750000 Penalty: 5018.184570
	Iteration 12Q: 3 clusters Score -3019836 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3019924.000000 Penalty: 5018.184570
	Iteration 13Q: 3 clusters Score -3019924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3019979.250000 Penalty: 5018.184570
	Iteration 14Q: 3 clusters Score -3019979 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3020023.500000 Penalty: 5018.184570
	Iteration 15Q: 3 clusters Score -3020024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3020055.500000 Penalty: 5018.184570
	Iteration 16Q: 3 clusters Score -3020056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3020096.250000 Penalty: 5018.184570
	Iteration 17Q: 3 clusters Score -3020096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3020119.750000 Penalty: 5018.184570
	Iteration 18Q: 3 clusters Score -3020120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3020144.500000 Penalty: 5018.184570
	Iteration 19Q: 3 clusters Score -3020144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3020156.000000 Penalty: 5018.184570
	Iteration 20F: 3 clusters Score -3020156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3020180.250000 Penalty: 5018.184570
	Iteration 21Q: 3 clusters Score -3020180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3020199.000000 Penalty: 5018.184570
	Iteration 22Q: 3 clusters Score -3020199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3020203.500000 Penalty: 5018.184570
	Iteration 23Q: 3 clusters Score -3020204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3020218.250000 Penalty: 5018.184570
	Iteration 24Q: 3 clusters Score -3020218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3020243.000000 Penalty: 5018.184570
	Iteration 25Q: 3 clusters Score -3020243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3020252.750000 Penalty: 5018.184570
	Iteration 26Q: 3 clusters Score -3020253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3020265.000000 Penalty: 5018.184570
	Iteration 27Q: 3 clusters Score -3020265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3020285.000000 Penalty: 5018.184570
	Iteration 28Q: 3 clusters Score -3020285 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3020287.250000 Penalty: 5018.184570
	Iteration 29Q: 3 clusters Score -3020287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3020293.500000 Penalty: 5018.184570
	Iteration 30Q: 3 clusters Score -3020294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3020305.500000 Penalty: 5018.184570
	Iteration 31Q: 3 clusters Score -3020306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3020306.500000 Penalty: 5018.184570
	Iteration 32Q: 3 clusters Score -3020306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3020338.500000 Penalty: 5018.184570
	Iteration 33Q: 3 clusters Score -3020338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3020337.500000 Penalty: 5018.184570
	Iteration 34Q: 3 clusters Score -3020338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3020349.250000 Penalty: 5018.184570
	Iteration 35Q: 3 clusters Score -3020349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3020363.750000 Penalty: 5018.184570
	Iteration 36Q: 3 clusters Score -3020364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3020375.750000 Penalty: 5018.184570
	Iteration 37Q: 3 clusters Score -3020376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3020389.750000 Penalty: 5018.184570
	Iteration 38Q: 3 clusters Score -3020390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3020403.000000 Penalty: 5018.184570
	Iteration 39Q: 3 clusters Score -3020403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3020414.250000 Penalty: 5018.184570
	Iteration 40F: 3 clusters Score -3020414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3020429.250000 Penalty: 5018.184570
	Iteration 41Q: 3 clusters Score -3020429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3020440.000000 Penalty: 5018.184570
	Iteration 42Q: 3 clusters Score -3020440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3020452.250000 Penalty: 5018.184570
	Iteration 43Q: 3 clusters Score -3020452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3020462.500000 Penalty: 5018.184570
	Iteration 44Q: 3 clusters Score -3020462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3020479.750000 Penalty: 5018.184570
	Iteration 45Q: 3 clusters Score -3020480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3020490.250000 Penalty: 5018.184570
	Iteration 46Q: 3 clusters Score -3020490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3020490.500000 Penalty: 5018.184570
	Iteration 47Q: 3 clusters Score -3020490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3020507.000000 Penalty: 5018.184570
	Iteration 48Q: 3 clusters Score -3020507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3020522.750000 Penalty: 5018.184570
	Iteration 49Q: 3 clusters Score -3020523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3020545.500000 Penalty: 5018.184570
	Iteration 50Q: 3 clusters Score -3020546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3020564.500000 Penalty: 5018.184570
	Iteration 51Q: 3 clusters Score -3020564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3020583.000000 Penalty: 5018.184570
	Iteration 52Q: 3 clusters Score -3020583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3020616.500000 Penalty: 5018.184570
	Iteration 53Q: 3 clusters Score -3020616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3020644.750000 Penalty: 5018.184570
	Iteration 54Q: 3 clusters Score -3020645 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3020666.750000 Penalty: 5018.184570
	Iteration 55Q: 3 clusters Score -3020667 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3020696.250000 Penalty: 5018.184570
	Iteration 56Q: 3 clusters Score -3020696 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3020727.500000 Penalty: 5018.184570
	Iteration 57Q: 3 clusters Score -3020728 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3020769.750000 Penalty: 5018.184570
	Iteration 58Q: 3 clusters Score -3020770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3020805.500000 Penalty: 5018.184570
	Iteration 59Q: 3 clusters Score -3020806 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3020870.000000 Penalty: 5018.184570
	Iteration 60F: 3 clusters Score -3020870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3020924.500000 Penalty: 5018.184570
	Iteration 61Q: 3 clusters Score -3020924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3020989.250000 Penalty: 5018.184570
	Iteration 62Q: 3 clusters Score -3020989 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3021057.250000 Penalty: 5018.184570
	Iteration 63Q: 3 clusters Score -3021057 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3021120.500000 Penalty: 5018.184570
	Iteration 64Q: 3 clusters Score -3021120 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3021185.750000 Penalty: 5018.184570
	Iteration 65Q: 3 clusters Score -3021186 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3021257.500000 Penalty: 5018.184570
	Iteration 66Q: 3 clusters Score -3021258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3021320.750000 Penalty: 5018.184570
	Iteration 67Q: 3 clusters Score -3021321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3021390.750000 Penalty: 5018.184570
	Iteration 68Q: 3 clusters Score -3021391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3021451.250000 Penalty: 5018.184570
	Iteration 69Q: 3 clusters Score -3021451 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3021527.000000 Penalty: 5018.184570
	Iteration 70Q: 3 clusters Score -3021527 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3021589.250000 Penalty: 5018.184570
	Iteration 71Q: 3 clusters Score -3021589 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3021663.000000 Penalty: 5018.184570
	Iteration 72Q: 3 clusters Score -3021663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3021723.000000 Penalty: 5018.184570
	Iteration 73Q: 3 clusters Score -3021723 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3021773.500000 Penalty: 5018.184570
	Iteration 74Q: 3 clusters Score -3021774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3021820.750000 Penalty: 5018.184570
	Iteration 75Q: 3 clusters Score -3021821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3021861.250000 Penalty: 5018.184570
	Iteration 76Q: 3 clusters Score -3021861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3021903.750000 Penalty: 5018.184570
	Iteration 77Q: 3 clusters Score -3021904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3021935.500000 Penalty: 5018.184570
	Iteration 78Q: 3 clusters Score -3021936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3021964.000000 Penalty: 5018.184570
	Iteration 79Q: 3 clusters Score -3021964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3021986.750000 Penalty: 5018.184570
	Iteration 80F: 3 clusters Score -3021987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3022019.250000 Penalty: 5018.184570
	Iteration 81Q: 3 clusters Score -3022019 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3022025.250000 Penalty: 5018.184570
	Iteration 82Q: 3 clusters Score -3022025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3022061.500000 Penalty: 5018.184570
	Iteration 83Q: 3 clusters Score -3022062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3022089.250000 Penalty: 5018.184570
	Iteration 84Q: 3 clusters Score -3022089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3022108.500000 Penalty: 5018.184570
	Iteration 85Q: 3 clusters Score -3022108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3022137.750000 Penalty: 5018.184570
	Iteration 86Q: 3 clusters Score -3022138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3022159.500000 Penalty: 5018.184570
	Iteration 87Q: 3 clusters Score -3022160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3022173.000000 Penalty: 5018.184570
	Iteration 88Q: 3 clusters Score -3022173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3022216.750000 Penalty: 5018.184570
	Iteration 89Q: 3 clusters Score -3022217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3022256.750000 Penalty: 5018.184570
	Iteration 90Q: 3 clusters Score -3022257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3022287.000000 Penalty: 5018.184570
	Iteration 91Q: 3 clusters Score -3022287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3022311.750000 Penalty: 5018.184570
	Iteration 92Q: 3 clusters Score -3022312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3022333.000000 Penalty: 5018.184570
	Iteration 93Q: 3 clusters Score -3022333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3022342.500000 Penalty: 5018.184570
	Iteration 94Q: 3 clusters Score -3022342 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3022363.000000 Penalty: 5018.184570
	Iteration 95Q: 3 clusters Score -3022363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3022386.500000 Penalty: 5018.184570
	Iteration 96Q: 3 clusters Score -3022386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3022402.000000 Penalty: 5018.184570
	Iteration 97Q: 3 clusters Score -3022402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3022409.750000 Penalty: 5018.184570
	Iteration 98Q: 3 clusters Score -3022410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3022417.500000 Penalty: 5018.184570
	Iteration 99Q: 3 clusters Score -3022418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3022419.250000 Penalty: 5018.184570
	Iteration 100F: 3 clusters Score -3022419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3022422.250000 Penalty: 5018.184570
	Iteration 101Q: 3 clusters Score -3022422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3022423.500000 Penalty: 5018.184570
	Iteration 102Q: 3 clusters Score -3022424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3022424.250000 Penalty: 5018.184570
	Iteration 103Q: 3 clusters Score -3022424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3022432.250000 Penalty: 5018.184570
	Iteration 104Q: 3 clusters Score -3022432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3022437.000000 Penalty: 5018.184570
	Iteration 105Q: 3 clusters Score -3022437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3022435.250000 Penalty: 5018.184570
	Iteration 106Q: 3 clusters Score -3022435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3022436.500000 Penalty: 5018.184570
	Iteration 107Q: 3 clusters Score -3022436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3022442.000000 Penalty: 5018.184570
	Iteration 108Q: 3 clusters Score -3022442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3022439.250000 Penalty: 5018.184570
	Iteration 109Q: 3 clusters Score -3022439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3022439.750000 Penalty: 5018.184570
	Iteration 110Q: 3 clusters Score -3022440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3022440.750000 Penalty: 5018.184570
	Iteration 111Q: 3 clusters Score -3022441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3022437.500000 Penalty: 5018.184570
	Iteration 112Q: 3 clusters Score -3022438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3022439.250000 Penalty: 5018.184570
	Iteration 113Q: 3 clusters Score -3022439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3022439.250000 Penalty: 5018.184570
	Iteration 114F: 3 clusters Score -3022439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Entering Unmasked Estep 
Score: -2476012.500000 Penalty: 2462.345947
	Iteration 0F: 2 clusters Score -2476012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2461489.500000 Penalty: 4924.691895
	Iteration 0F: 3 clusters Score -2461490 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2466621.500000 Penalty: 4924.691895
	Iteration 1F: 3 clusters Score -2466622 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2467282.250000 Penalty: 4924.691895
	Iteration 2F: 3 clusters Score -2467282 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2467977.000000 Penalty: 4924.691895
	Iteration 3F: 3 clusters Score -2467977 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2468727.750000 Penalty: 4924.691895
	Iteration 4F: 3 clusters Score -2468728 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2469502.000000 Penalty: 4924.691895
	Iteration 5F: 3 clusters Score -2469502 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2470335.750000 Penalty: 4924.691895
	Iteration 6F: 3 clusters Score -2470336 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2471125.500000 Penalty: 4924.691895
	Iteration 7F: 3 clusters Score -2471126 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2471842.500000 Penalty: 4924.691895
	Iteration 8F: 3 clusters Score -2471842 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2472381.250000 Penalty: 4924.691895
	Iteration 9Q: 3 clusters Score -2472381 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2472815.000000 Penalty: 4924.691895
	Iteration 10Q: 3 clusters Score -2472815 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2473111.500000 Penalty: 4924.691895
	Iteration 11Q: 3 clusters Score -2473112 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2473410.750000 Penalty: 4924.691895
	Iteration 12Q: 3 clusters Score -2473411 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2473596.000000 Penalty: 4924.691895
	Iteration 13Q: 3 clusters Score -2473596 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2473732.500000 Penalty: 4924.691895
	Iteration 14Q: 3 clusters Score -2473732 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2473848.500000 Penalty: 4924.691895
	Iteration 15Q: 3 clusters Score -2473848 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2473980.500000 Penalty: 4924.691895
	Iteration 16Q: 3 clusters Score -2473980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2474062.750000 Penalty: 4924.691895
	Iteration 17Q: 3 clusters Score -2474063 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2474137.500000 Penalty: 4924.691895
	Iteration 18Q: 3 clusters Score -2474138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2474181.250000 Penalty: 4924.691895
	Iteration 19Q: 3 clusters Score -2474181 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2474220.000000 Penalty: 4924.691895
	Iteration 20F: 3 clusters Score -2474220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2474245.000000 Penalty: 4924.691895
	Iteration 21Q: 3 clusters Score -2474245 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2474263.000000 Penalty: 4924.691895
	Iteration 22Q: 3 clusters Score -2474263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2474293.000000 Penalty: 4924.691895
	Iteration 23Q: 3 clusters Score -2474293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2474310.750000 Penalty: 4924.691895
	Iteration 24Q: 3 clusters Score -2474311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2474331.500000 Penalty: 4924.691895
	Iteration 25Q: 3 clusters Score -2474332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2474353.500000 Penalty: 4924.691895
	Iteration 26Q: 3 clusters Score -2474354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2474371.000000 Penalty: 4924.691895
	Iteration 27Q: 3 clusters Score -2474371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2474380.750000 Penalty: 4924.691895
	Iteration 28Q: 3 clusters Score -2474381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2474393.000000 Penalty: 4924.691895
	Iteration 29Q: 3 clusters Score -2474393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2474396.000000 Penalty: 4924.691895
	Iteration 30Q: 3 clusters Score -2474396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2474406.750000 Penalty: 4924.691895
	Iteration 31Q: 3 clusters Score -2474407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2474411.500000 Penalty: 4924.691895
	Iteration 32Q: 3 clusters Score -2474412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2474422.500000 Penalty: 4924.691895
	Iteration 33Q: 3 clusters Score -2474422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2474429.000000 Penalty: 4924.691895
	Iteration 34Q: 3 clusters Score -2474429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2474431.000000 Penalty: 4924.691895
	Iteration 35Q: 3 clusters Score -2474431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2474443.500000 Penalty: 4924.691895
	Iteration 36Q: 3 clusters Score -2474444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2474453.000000 Penalty: 4924.691895
	Iteration 37Q: 3 clusters Score -2474453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2474455.000000 Penalty: 4924.691895
	Iteration 38Q: 3 clusters Score -2474455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2474460.750000 Penalty: 4924.691895
	Iteration 39Q: 3 clusters Score -2474461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2474460.000000 Penalty: 4924.691895
	Iteration 40F: 3 clusters Score -2474460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2474464.500000 Penalty: 4924.691895
	Iteration 41Q: 3 clusters Score -2474464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2474467.500000 Penalty: 4924.691895
	Iteration 42Q: 3 clusters Score -2474468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2474472.750000 Penalty: 4924.691895
	Iteration 43Q: 3 clusters Score -2474473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2474477.000000 Penalty: 4924.691895
	Iteration 44Q: 3 clusters Score -2474477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2474474.250000 Penalty: 4924.691895
	Iteration 45Q: 3 clusters Score -2474474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2474472.250000 Penalty: 4924.691895
	Iteration 46Q: 3 clusters Score -2474472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2474480.500000 Penalty: 4924.691895
	Iteration 47Q: 3 clusters Score -2474480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2474477.000000 Penalty: 4924.691895
	Iteration 48Q: 3 clusters Score -2474477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2474478.250000 Penalty: 4924.691895
	Iteration 49Q: 3 clusters Score -2474478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2474473.750000 Penalty: 4924.691895
	Iteration 50Q: 3 clusters Score -2474474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2474478.750000 Penalty: 4924.691895
	Iteration 51Q: 3 clusters Score -2474479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2474472.750000 Penalty: 4924.691895
	Iteration 52Q: 3 clusters Score -2474473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2474473.750000 Penalty: 4924.691895
	Iteration 53Q: 3 clusters Score -2474474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2474476.500000 Penalty: 4924.691895
	Iteration 54Q: 3 clusters Score -2474476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2474472.250000 Penalty: 4924.691895
	Iteration 55Q: 3 clusters Score -2474472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2474478.250000 Penalty: 4924.691895
	Iteration 56Q: 3 clusters Score -2474478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2474478.750000 Penalty: 4924.691895
	Iteration 57Q: 3 clusters Score -2474479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2474475.500000 Penalty: 4924.691895
	Iteration 58Q: 3 clusters Score -2474476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2474477.500000 Penalty: 4924.691895
	Iteration 59Q: 3 clusters Score -2474478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2474479.750000 Penalty: 4924.691895
	Iteration 60F: 3 clusters Score -2474480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2474480.500000 Penalty: 4924.691895
	Iteration 61Q: 3 clusters Score -2474480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2474477.750000 Penalty: 4924.691895
	Iteration 62Q: 3 clusters Score -2474478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2474475.250000 Penalty: 4924.691895
	Iteration 63Q: 3 clusters Score -2474475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2474475.000000 Penalty: 4924.691895
	Iteration 64Q: 3 clusters Score -2474475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2474473.750000 Penalty: 4924.691895
	Iteration 65Q: 3 clusters Score -2474474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2474473.750000 Penalty: 4924.691895
	Iteration 66F: 3 clusters Score -2474474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Entering Unmasked Estep 
Score: -10811961.000000 Penalty: 2809.273438
	Iteration 0F: 2 clusters Score -1.081196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -10756485.000000 Penalty: 5618.546875
	Iteration 0F: 3 clusters Score -1.075648e+07 nChanged 38971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -10778607.000000 Penalty: 5618.546875
	Iteration 1F: 3 clusters Score -1.077861e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -10779426.000000 Penalty: 5618.546875
	Iteration 2Q: 3 clusters Score -1.077943e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -10780621.000000 Penalty: 5618.546875
	Iteration 3Q: 3 clusters Score -1.078062e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -10782225.000000 Penalty: 5618.546875
	Iteration 4Q: 3 clusters Score -1.078222e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -10784441.000000 Penalty: 5618.546875
	Iteration 5F: 3 clusters Score -1.078444e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -10787230.000000 Penalty: 5618.546875
	Iteration 6F: 3 clusters Score -1.078723e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -10790355.000000 Penalty: 5618.546875
	Iteration 7F: 3 clusters Score -1.079036e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -10793326.000000 Penalty: 5618.546875
	Iteration 8F: 3 clusters Score -1.079333e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -10796114.000000 Penalty: 5618.546875
	Iteration 9F: 3 clusters Score -1.079611e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -10798594.000000 Penalty: 5618.546875
	Iteration 10F: 3 clusters Score -1.079859e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -10800887.000000 Penalty: 5618.546875
	Iteration 11Q: 3 clusters Score -1.080089e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -10803052.000000 Penalty: 5618.546875
	Iteration 12Q: 3 clusters Score -1.080305e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -10805060.000000 Penalty: 5618.546875
	Iteration 13Q: 3 clusters Score -1.080506e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -10806635.000000 Penalty: 5618.546875
	Iteration 14Q: 3 clusters Score -1.080664e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10807779.000000 Penalty: 5618.546875
	Iteration 15Q: 3 clusters Score -1.080778e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -10808538.000000 Penalty: 5618.546875
	Iteration 16Q: 3 clusters Score -1.080854e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -10808957.000000 Penalty: 5618.546875
	Iteration 17Q: 3 clusters Score -1.080896e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -10809196.000000 Penalty: 5618.546875
	Iteration 18Q: 3 clusters Score -1.08092e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -10809345.000000 Penalty: 5618.546875
	Iteration 19Q: 3 clusters Score -1.080934e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -10809450.000000 Penalty: 5618.546875
	Iteration 20F: 3 clusters Score -1.080945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -10809497.000000 Penalty: 5618.546875
	Iteration 21Q: 3 clusters Score -1.08095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -10809570.000000 Penalty: 5618.546875
	Iteration 22Q: 3 clusters Score -1.080957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -10809588.000000 Penalty: 5618.546875
	Iteration 23Q: 3 clusters Score -1.080959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -10809607.000000 Penalty: 5618.546875
	Iteration 24Q: 3 clusters Score -1.080961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -10809628.000000 Penalty: 5618.546875
	Iteration 25Q: 3 clusters Score -1.080963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -10809648.000000 Penalty: 5618.546875
	Iteration 26Q: 3 clusters Score -1.080965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10809646.000000 Penalty: 5618.546875
	Iteration 27Q: 3 clusters Score -1.080965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -10809660.000000 Penalty: 5618.546875
	Iteration 28Q: 3 clusters Score -1.080966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -10809651.000000 Penalty: 5618.546875
	Iteration 29Q: 3 clusters Score -1.080965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10809658.000000 Penalty: 5618.546875
	Iteration 30Q: 3 clusters Score -1.080966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10809660.000000 Penalty: 5618.546875
	Iteration 31Q: 3 clusters Score -1.080966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -10809666.000000 Penalty: 5618.546875
	Iteration 32Q: 3 clusters Score -1.080967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10809662.000000 Penalty: 5618.546875
	Iteration 33Q: 3 clusters Score -1.080966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10809662.000000 Penalty: 5618.546875
	Iteration 34F: 3 clusters Score -1.080966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -235411.265625 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -235411.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -232753.625000 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -232753.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -233327.765625 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -233327.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233574.015625 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -233574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -233732.734375 Penalty: 3783.986084
	Iteration 3F: 3 clusters Score -233732.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233845.531250 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -233845.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233974.156250 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -233974.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -234055.984375 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -234056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -234099.359375 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -234099.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234123.093750 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -234123.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -234152.375000 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -234152.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234179.453125 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -234179.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -234194.906250 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -234194.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -234206.796875 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -234206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -234214.218750 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -234214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -234220.046875 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -234220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -234226.265625 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -234226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -234233.812500 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -234233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234242.781250 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -234242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -234250.093750 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -234250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234253.390625 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -234253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -234255.343750 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -234255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -234257.500000 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -234257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -234258.828125 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -234258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -234260.875000 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -234260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -234262.546875 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -234262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -234263.656250 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -234263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -234266.390625 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -234266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -234270.140625 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -234270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234279.062500 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -234279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -234286.484375 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -234286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -234288.500000 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -234288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -234290.734375 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -234290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234293.968750 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -234294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -234302.312500 Penalty: 3783.986084
	Iteration 33Q: 3 clusters Score -234302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234307.375000 Penalty: 3783.986084
	Iteration 34Q: 3 clusters Score -234307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -234308.984375 Penalty: 3783.986084
	Iteration 35Q: 3 clusters Score -234309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -234308.984375 Penalty: 3783.986084
	Iteration 36F: 3 clusters Score -234309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -637982.500000 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -637982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -633499.625000 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -633499.6 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -634582.500000 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -634582.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -634790.562500 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -634790.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -634915.937500 Penalty: 4221.941895
	Iteration 3Q: 3 clusters Score -634915.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -635020.750000 Penalty: 4221.941895
	Iteration 4Q: 3 clusters Score -635020.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -635122.625000 Penalty: 4221.941895
	Iteration 5Q: 3 clusters Score -635122.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -635246.437500 Penalty: 4221.941895
	Iteration 6Q: 3 clusters Score -635246.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -635366.687500 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -635366.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -635473.312500 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -635473.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -635588.437500 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -635588.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -635692.687500 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -635692.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -635759.937500 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -635759.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -635813.000000 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -635813 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -635873.625000 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -635873.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -635934.062500 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -635934.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -635980.625000 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -635980.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -636019.187500 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -636019.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -636048.312500 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -636048.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -636066.875000 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -636066.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -636084.625000 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -636084.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -636103.312500 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -636103.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -636116.937500 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -636116.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -636127.937500 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -636127.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -636139.500000 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -636139.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -636153.125000 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -636153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -636165.187500 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -636165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -636178.812500 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -636178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -636191.250000 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -636191.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -636200.937500 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -636200.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -636209.000000 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -636209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -636220.562500 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -636220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -636231.250000 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -636231.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -636240.875000 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -636240.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -636244.500000 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -636244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -636249.125000 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -636249.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -636255.375000 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -636255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -636261.375000 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -636261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -636266.687500 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -636266.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -636270.687500 Penalty: 4221.941895
	Iteration 38Q: 3 clusters Score -636270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -636273.937500 Penalty: 4221.941895
	Iteration 39Q: 3 clusters Score -636273.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -636277.250000 Penalty: 4221.941895
	Iteration 40F: 3 clusters Score -636277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -636280.437500 Penalty: 4221.941895
	Iteration 41Q: 3 clusters Score -636280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -636284.437500 Penalty: 4221.941895
	Iteration 42Q: 3 clusters Score -636284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -636288.500000 Penalty: 4221.941895
	Iteration 43Q: 3 clusters Score -636288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -636289.312500 Penalty: 4221.941895
	Iteration 44Q: 3 clusters Score -636289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -636292.812500 Penalty: 4221.941895
	Iteration 45Q: 3 clusters Score -636292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -636297.500000 Penalty: 4221.941895
	Iteration 46Q: 3 clusters Score -636297.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -636303.812500 Penalty: 4221.941895
	Iteration 47Q: 3 clusters Score -636303.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -636308.250000 Penalty: 4221.941895
	Iteration 48Q: 3 clusters Score -636308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -636315.125000 Penalty: 4221.941895
	Iteration 49Q: 3 clusters Score -636315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -636320.062500 Penalty: 4221.941895
	Iteration 50Q: 3 clusters Score -636320.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -636327.062500 Penalty: 4221.941895
	Iteration 51Q: 3 clusters Score -636327.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -636335.125000 Penalty: 4221.941895
	Iteration 52Q: 3 clusters Score -636335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -636339.187500 Penalty: 4221.941895
	Iteration 53Q: 3 clusters Score -636339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -636343.000000 Penalty: 4221.941895
	Iteration 54Q: 3 clusters Score -636343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -636346.250000 Penalty: 4221.941895
	Iteration 55Q: 3 clusters Score -636346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -636351.187500 Penalty: 4221.941895
	Iteration 56Q: 3 clusters Score -636351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -636353.250000 Penalty: 4221.941895
	Iteration 57Q: 3 clusters Score -636353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -636354.500000 Penalty: 4221.941895
	Iteration 58Q: 3 clusters Score -636354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -636354.250000 Penalty: 4221.941895
	Iteration 59Q: 3 clusters Score -636354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -636355.437500 Penalty: 4221.941895
	Iteration 60F: 3 clusters Score -636355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -162203.859375 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -162203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160103.500000 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -160103.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160692.750000 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -160692.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161092.890625 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -161092.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161588.796875 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -161588.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162036.562500 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -162036.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -162246.421875 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -162246.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162331.000000 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -162331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162398.656250 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -162398.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162509.359375 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -162509.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162606.984375 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -162607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -162660.781250 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -162660.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162698.406250 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -162698.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -162715.546875 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -162715.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -162771.046875 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -162771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -162807.406250 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -162807.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162832.312500 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -162832.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -162857.984375 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -162858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -162894.406250 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -162894.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -162961.406250 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -162961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -162984.906250 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -162984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162999.453125 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -162999.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -163017.765625 Penalty: 3584.560303
	Iteration 21Q: 3 clusters Score -163017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -163045.437500 Penalty: 3584.560303
	Iteration 22Q: 3 clusters Score -163045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -163060.328125 Penalty: 3584.560303
	Iteration 23Q: 3 clusters Score -163060.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163085.484375 Penalty: 3584.560303
	Iteration 24Q: 3 clusters Score -163085.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -163105.359375 Penalty: 3584.560303
	Iteration 25Q: 3 clusters Score -163105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -163128.953125 Penalty: 3584.560303
	Iteration 26Q: 3 clusters Score -163129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -163153.734375 Penalty: 3584.560303
	Iteration 27Q: 3 clusters Score -163153.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -163204.250000 Penalty: 3584.560303
	Iteration 28Q: 3 clusters Score -163204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -163260.843750 Penalty: 3584.560303
	Iteration 29Q: 3 clusters Score -163260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163264.171875 Penalty: 3584.560303
	Iteration 30Q: 3 clusters Score -163264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163264.171875 Penalty: 3584.560303
	Iteration 31F: 3 clusters Score -163264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 42193 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 52710 members 
Mstep: Class 8 contains 162473 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37359 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112875 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 86657 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 34919 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35478 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24768 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4502 members 
Mstep: Class 38 contains 7798 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11338 members 
Mstep: Class 42 contains 3865 members 
Mstep: Class 43 contains 1078 members 
Entering Unmasked Estep 
Score: -111266080.000000 Penalty: 145996.140625
Splitting cluster 35 changes total score from -111266560.000000 to -111266080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Entering Unmasked Estep 
Score: -724811.062500 Penalty: 2146.363525
	Iteration 0F: 2 clusters Score -724811.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -719871.875000 Penalty: 4292.727051
	Iteration 0F: 3 clusters Score -719871.9 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -721104.937500 Penalty: 4292.727051
	Iteration 1F: 3 clusters Score -721104.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -721344.812500 Penalty: 4292.727051
	Iteration 2F: 3 clusters Score -721344.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -721533.750000 Penalty: 4292.727051
	Iteration 3F: 3 clusters Score -721533.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -721746.687500 Penalty: 4292.727051
	Iteration 4Q: 3 clusters Score -721746.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -721979.375000 Penalty: 4292.727051
	Iteration 5Q: 3 clusters Score -721979.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -722232.187500 Penalty: 4292.727051
	Iteration 6F: 3 clusters Score -722232.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -722497.312500 Penalty: 4292.727051
	Iteration 7F: 3 clusters Score -722497.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -722796.562500 Penalty: 4292.727051
	Iteration 8F: 3 clusters Score -722796.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -723090.875000 Penalty: 4292.727051
	Iteration 9Q: 3 clusters Score -723090.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -723364.125000 Penalty: 4292.727051
	Iteration 10Q: 3 clusters Score -723364.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -723610.187500 Penalty: 4292.727051
	Iteration 11Q: 3 clusters Score -723610.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -723846.375000 Penalty: 4292.727051
	Iteration 12Q: 3 clusters Score -723846.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -724000.250000 Penalty: 4292.727051
	Iteration 13Q: 3 clusters Score -724000.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -724117.750000 Penalty: 4292.727051
	Iteration 14Q: 3 clusters Score -724117.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -724204.625000 Penalty: 4292.727051
	Iteration 15Q: 3 clusters Score -724204.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -724263.562500 Penalty: 4292.727051
	Iteration 16Q: 3 clusters Score -724263.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -724339.750000 Penalty: 4292.727051
	Iteration 17Q: 3 clusters Score -724339.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -724397.000000 Penalty: 4292.727051
	Iteration 18Q: 3 clusters Score -724397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -724447.062500 Penalty: 4292.727051
	Iteration 19Q: 3 clusters Score -724447.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -724485.625000 Penalty: 4292.727051
	Iteration 20F: 3 clusters Score -724485.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -724500.000000 Penalty: 4292.727051
	Iteration 21Q: 3 clusters Score -724500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -724505.437500 Penalty: 4292.727051
	Iteration 22Q: 3 clusters Score -724505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -724508.750000 Penalty: 4292.727051
	Iteration 23Q: 3 clusters Score -724508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -724511.250000 Penalty: 4292.727051
	Iteration 24Q: 3 clusters Score -724511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -724513.500000 Penalty: 4292.727051
	Iteration 25Q: 3 clusters Score -724513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -724513.937500 Penalty: 4292.727051
	Iteration 26Q: 3 clusters Score -724513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -724513.750000 Penalty: 4292.727051
	Iteration 27Q: 3 clusters Score -724513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -724514.125000 Penalty: 4292.727051
	Iteration 28Q: 3 clusters Score -724514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -724514.125000 Penalty: 4292.727051
	Iteration 29F: 3 clusters Score -724514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -541876.125000 Penalty: 2086.244629
	Iteration 0F: 2 clusters Score -541876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -537741.500000 Penalty: 4172.489258
	Iteration 0F: 3 clusters Score -537741.5 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -539056.625000 Penalty: 4172.489258
	Iteration 1F: 3 clusters Score -539056.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -539663.312500 Penalty: 4172.489258
	Iteration 2F: 3 clusters Score -539663.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -540184.562500 Penalty: 4172.489258
	Iteration 3F: 3 clusters Score -540184.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -540504.812500 Penalty: 4172.489258
	Iteration 4F: 3 clusters Score -540504.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -540683.937500 Penalty: 4172.489258
	Iteration 5Q: 3 clusters Score -540683.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -540798.750000 Penalty: 4172.489258
	Iteration 6Q: 3 clusters Score -540798.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -540889.312500 Penalty: 4172.489258
	Iteration 7Q: 3 clusters Score -540889.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -540964.187500 Penalty: 4172.489258
	Iteration 8Q: 3 clusters Score -540964.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -541031.500000 Penalty: 4172.489258
	Iteration 9Q: 3 clusters Score -541031.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -541066.875000 Penalty: 4172.489258
	Iteration 10Q: 3 clusters Score -541066.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -541097.687500 Penalty: 4172.489258
	Iteration 11Q: 3 clusters Score -541097.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -541113.687500 Penalty: 4172.489258
	Iteration 12Q: 3 clusters Score -541113.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -541123.500000 Penalty: 4172.489258
	Iteration 13Q: 3 clusters Score -541123.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -541132.125000 Penalty: 4172.489258
	Iteration 14Q: 3 clusters Score -541132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -541137.500000 Penalty: 4172.489258
	Iteration 15Q: 3 clusters Score -541137.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -541142.312500 Penalty: 4172.489258
	Iteration 16Q: 3 clusters Score -541142.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -541144.875000 Penalty: 4172.489258
	Iteration 17Q: 3 clusters Score -541144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -541146.875000 Penalty: 4172.489258
	Iteration 18Q: 3 clusters Score -541146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -541148.562500 Penalty: 4172.489258
	Iteration 19Q: 3 clusters Score -541148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -541148.562500 Penalty: 4172.489258
	Iteration 20F: 3 clusters Score -541148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Entering Unmasked Estep 
Score: -1012600.500000 Penalty: 2222.482422
	Iteration 0F: 2 clusters Score -1012600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1006351.312500 Penalty: 4444.964844
	Iteration 0F: 3 clusters Score -1006351 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1008132.625000 Penalty: 4444.964844
	Iteration 1F: 3 clusters Score -1008133 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1008395.625000 Penalty: 4444.964844
	Iteration 2F: 3 clusters Score -1008396 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1008530.375000 Penalty: 4444.964844
	Iteration 3Q: 3 clusters Score -1008530 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1008620.562500 Penalty: 4444.964844
	Iteration 4Q: 3 clusters Score -1008621 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1008712.000000 Penalty: 4444.964844
	Iteration 5Q: 3 clusters Score -1008712 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1008801.375000 Penalty: 4444.964844
	Iteration 6Q: 3 clusters Score -1008801 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1008899.312500 Penalty: 4444.964844
	Iteration 7Q: 3 clusters Score -1008899 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1009024.250000 Penalty: 4444.964844
	Iteration 8Q: 3 clusters Score -1009024 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1009173.750000 Penalty: 4444.964844
	Iteration 9Q: 3 clusters Score -1009174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1009394.187500 Penalty: 4444.964844
	Iteration 10Q: 3 clusters Score -1009394 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1009643.250000 Penalty: 4444.964844
	Iteration 11Q: 3 clusters Score -1009643 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1009927.812500 Penalty: 4444.964844
	Iteration 12Q: 3 clusters Score -1009928 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1010190.500000 Penalty: 4444.964844
	Iteration 13Q: 3 clusters Score -1010190 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1010471.437500 Penalty: 4444.964844
	Iteration 14Q: 3 clusters Score -1010471 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1010747.500000 Penalty: 4444.964844
	Iteration 15Q: 3 clusters Score -1010748 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1010961.250000 Penalty: 4444.964844
	Iteration 16Q: 3 clusters Score -1010961 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1011099.750000 Penalty: 4444.964844
	Iteration 17Q: 3 clusters Score -1011100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1011203.000000 Penalty: 4444.964844
	Iteration 18Q: 3 clusters Score -1011203 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1011304.437500 Penalty: 4444.964844
	Iteration 19Q: 3 clusters Score -1011304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1011361.562500 Penalty: 4444.964844
	Iteration 20F: 3 clusters Score -1011362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1011400.937500 Penalty: 4444.964844
	Iteration 21Q: 3 clusters Score -1011401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1011432.062500 Penalty: 4444.964844
	Iteration 22Q: 3 clusters Score -1011432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1011449.687500 Penalty: 4444.964844
	Iteration 23Q: 3 clusters Score -1011450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1011466.750000 Penalty: 4444.964844
	Iteration 24Q: 3 clusters Score -1011467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1011479.000000 Penalty: 4444.964844
	Iteration 25Q: 3 clusters Score -1011479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1011487.500000 Penalty: 4444.964844
	Iteration 26Q: 3 clusters Score -1011488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1011493.375000 Penalty: 4444.964844
	Iteration 27Q: 3 clusters Score -1011493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1011501.812500 Penalty: 4444.964844
	Iteration 28Q: 3 clusters Score -1011502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1011513.812500 Penalty: 4444.964844
	Iteration 29Q: 3 clusters Score -1011514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1011520.687500 Penalty: 4444.964844
	Iteration 30Q: 3 clusters Score -1011521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1011530.437500 Penalty: 4444.964844
	Iteration 31Q: 3 clusters Score -1011530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1011539.437500 Penalty: 4444.964844
	Iteration 32Q: 3 clusters Score -1011539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1011545.125000 Penalty: 4444.964844
	Iteration 33Q: 3 clusters Score -1011545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1011550.062500 Penalty: 4444.964844
	Iteration 34Q: 3 clusters Score -1011550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1011553.500000 Penalty: 4444.964844
	Iteration 35Q: 3 clusters Score -1011554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1011552.375000 Penalty: 4444.964844
	Iteration 36Q: 3 clusters Score -1011552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1011557.250000 Penalty: 4444.964844
	Iteration 37Q: 3 clusters Score -1011557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1011556.687500 Penalty: 4444.964844
	Iteration 38Q: 3 clusters Score -1011557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1011557.125000 Penalty: 4444.964844
	Iteration 39Q: 3 clusters Score -1011557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1011557.062500 Penalty: 4444.964844
	Iteration 40F: 3 clusters Score -1011557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1011559.500000 Penalty: 4444.964844
	Iteration 41Q: 3 clusters Score -1011560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1011559.937500 Penalty: 4444.964844
	Iteration 42Q: 3 clusters Score -1011560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1011559.937500 Penalty: 4444.964844
	Iteration 43F: 3 clusters Score -1011560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -124537.023438 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -124537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -122625.929688 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -122625.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123043.257812 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -123043.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123177.859375 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -123177.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123280.937500 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -123280.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123347.250000 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -123347.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123418.703125 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -123418.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123467.156250 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -123467.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123518.539062 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -123518.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123599.671875 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -123599.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123655.929688 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -123655.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -123735.500000 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -123735.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123869.609375 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -123869.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123955.203125 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -123955.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -124001.906250 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -124001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124042.851562 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -124042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -124068.414062 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -124068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -124087.414062 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -124087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -124101.320312 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -124101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124104.210938 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -124104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -124105.507812 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -124105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -124113.218750 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -124113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124115.468750 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -124115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124115.468750 Penalty: 3421.762451
	Iteration 22F: 3 clusters Score -124115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -78277.531250 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -78277.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76604.046875 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -76604.05 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77018.718750 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -77018.72 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77221.742188 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -77221.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77300.390625 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -77300.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77338.390625 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -77338.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77363.851562 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -77363.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77382.773438 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -77382.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77388.515625 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -77388.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77394.132812 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -77394.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77396.796875 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -77396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77405.781250 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -77405.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77411.046875 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -77411.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77412.781250 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -77412.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77412.781250 Penalty: 3282.894531
	Iteration 13F: 3 clusters Score -77412.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Entering Unmasked Estep 
Score: -1475615.750000 Penalty: 2315.307129
	Iteration 0F: 2 clusters Score -1475616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1467138.125000 Penalty: 4630.614258
	Iteration 0F: 3 clusters Score -1467138 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1469649.875000 Penalty: 4630.614258
	Iteration 1F: 3 clusters Score -1469650 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1469967.375000 Penalty: 4630.614258
	Iteration 2F: 3 clusters Score -1469967 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1470223.125000 Penalty: 4630.614258
	Iteration 3F: 3 clusters Score -1470223 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1470452.125000 Penalty: 4630.614258
	Iteration 4Q: 3 clusters Score -1470452 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1470697.250000 Penalty: 4630.614258
	Iteration 5Q: 3 clusters Score -1470697 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1470961.750000 Penalty: 4630.614258
	Iteration 6Q: 3 clusters Score -1470962 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1471266.500000 Penalty: 4630.614258
	Iteration 7Q: 3 clusters Score -1471266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1471616.500000 Penalty: 4630.614258
	Iteration 8Q: 3 clusters Score -1471616 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1471949.000000 Penalty: 4630.614258
	Iteration 9Q: 3 clusters Score -1471949 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1472275.500000 Penalty: 4630.614258
	Iteration 10Q: 3 clusters Score -1472276 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1472541.500000 Penalty: 4630.614258
	Iteration 11Q: 3 clusters Score -1472542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1472757.375000 Penalty: 4630.614258
	Iteration 12Q: 3 clusters Score -1472757 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1472923.250000 Penalty: 4630.614258
	Iteration 13Q: 3 clusters Score -1472923 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1473068.125000 Penalty: 4630.614258
	Iteration 14Q: 3 clusters Score -1473068 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1473192.625000 Penalty: 4630.614258
	Iteration 15Q: 3 clusters Score -1473193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1473289.375000 Penalty: 4630.614258
	Iteration 16Q: 3 clusters Score -1473289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1473349.000000 Penalty: 4630.614258
	Iteration 17Q: 3 clusters Score -1473349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1473400.375000 Penalty: 4630.614258
	Iteration 18Q: 3 clusters Score -1473400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1473448.125000 Penalty: 4630.614258
	Iteration 19Q: 3 clusters Score -1473448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1473490.375000 Penalty: 4630.614258
	Iteration 20F: 3 clusters Score -1473490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1473517.875000 Penalty: 4630.614258
	Iteration 21Q: 3 clusters Score -1473518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1473548.625000 Penalty: 4630.614258
	Iteration 22Q: 3 clusters Score -1473549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1473566.750000 Penalty: 4630.614258
	Iteration 23Q: 3 clusters Score -1473567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1473573.875000 Penalty: 4630.614258
	Iteration 24Q: 3 clusters Score -1473574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1473585.750000 Penalty: 4630.614258
	Iteration 25Q: 3 clusters Score -1473586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1473592.625000 Penalty: 4630.614258
	Iteration 26Q: 3 clusters Score -1473593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1473603.250000 Penalty: 4630.614258
	Iteration 27Q: 3 clusters Score -1473603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1473611.125000 Penalty: 4630.614258
	Iteration 28Q: 3 clusters Score -1473611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1473617.250000 Penalty: 4630.614258
	Iteration 29Q: 3 clusters Score -1473617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1473621.750000 Penalty: 4630.614258
	Iteration 30Q: 3 clusters Score -1473622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1473627.125000 Penalty: 4630.614258
	Iteration 31Q: 3 clusters Score -1473627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1473629.500000 Penalty: 4630.614258
	Iteration 32Q: 3 clusters Score -1473630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1473631.875000 Penalty: 4630.614258
	Iteration 33Q: 3 clusters Score -1473632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1473631.375000 Penalty: 4630.614258
	Iteration 34Q: 3 clusters Score -1473631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1473631.125000 Penalty: 4630.614258
	Iteration 35Q: 3 clusters Score -1473631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1473632.375000 Penalty: 4630.614258
	Iteration 36Q: 3 clusters Score -1473632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1473633.375000 Penalty: 4630.614258
	Iteration 37Q: 3 clusters Score -1473633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1473636.875000 Penalty: 4630.614258
	Iteration 38Q: 3 clusters Score -1473637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1473638.625000 Penalty: 4630.614258
	Iteration 39Q: 3 clusters Score -1473639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1473638.375000 Penalty: 4630.614258
	Iteration 40F: 3 clusters Score -1473638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1473638.125000 Penalty: 4630.614258
	Iteration 41Q: 3 clusters Score -1473638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1473638.125000 Penalty: 4630.614258
	Iteration 42F: 3 clusters Score -1473638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -487932.937500 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -487932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -484057.781250 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -484057.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -485016.531250 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -485016.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -485258.093750 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -485258.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -485444.125000 Penalty: 4096.819824
	Iteration 3F: 3 clusters Score -485444.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -485597.562500 Penalty: 4096.819824
	Iteration 4Q: 3 clusters Score -485597.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -485705.062500 Penalty: 4096.819824
	Iteration 5Q: 3 clusters Score -485705.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -485806.812500 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -485806.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -485903.343750 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -485903.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -485980.218750 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -485980.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -486031.812500 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -486031.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -486079.718750 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -486079.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -486119.625000 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -486119.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -486141.250000 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -486141.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -486165.875000 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -486165.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -486188.906250 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -486188.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -486217.000000 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -486217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -486247.000000 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -486247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -486271.125000 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -486271.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -486287.593750 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -486287.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -486301.937500 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -486301.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -486316.250000 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -486316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -486324.875000 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -486324.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -486332.875000 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -486332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -486337.343750 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -486337.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -486344.437500 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -486344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -486351.531250 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -486351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -486356.656250 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -486356.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -486361.375000 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -486361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -486365.000000 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -486365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -486369.406250 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -486369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -486377.937500 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -486377.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -486385.500000 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -486385.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -486393.125000 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -486393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -486403.187500 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -486403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -486409.718750 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -486409.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -486414.000000 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -486414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -486416.718750 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -486416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -486421.437500 Penalty: 4096.819824
	Iteration 37Q: 3 clusters Score -486421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -486426.125000 Penalty: 4096.819824
	Iteration 38Q: 3 clusters Score -486426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -486430.750000 Penalty: 4096.819824
	Iteration 39Q: 3 clusters Score -486430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -486433.156250 Penalty: 4096.819824
	Iteration 40F: 3 clusters Score -486433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -486434.375000 Penalty: 4096.819824
	Iteration 41Q: 3 clusters Score -486434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -486436.250000 Penalty: 4096.819824
	Iteration 42Q: 3 clusters Score -486436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -486437.937500 Penalty: 4096.819824
	Iteration 43Q: 3 clusters Score -486437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -486437.156250 Penalty: 4096.819824
	Iteration 44Q: 3 clusters Score -486437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -486437.156250 Penalty: 4096.819824
	Iteration 45F: 3 clusters Score -486437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 42193 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 52710 members 
Mstep: Class 8 contains 162473 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 37359 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112875 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 86657 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 34919 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35478 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24768 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4502 members 
Mstep: Class 38 contains 7798 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11338 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266632.000000 Penalty: 142600.890625
Iteration 159Q: 43 clusters Score -1.112666e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 9342 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 4 contains 14688 members 
Mstep: Class 5 contains 42190 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 52702 members 
Mstep: Class 8 contains 162471 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 37356 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112872 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 86663 members 
Mstep: Class 19 contains 7790 members 
Mstep: Class 20 contains 34922 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 9284 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6411 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35460 members 
Mstep: Class 28 contains 14951 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24769 members 
Mstep: Class 31 contains 20508 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2058 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4502 members 
Mstep: Class 38 contains 7796 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11351 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266376.000000 Penalty: 142600.890625
Iteration 160F: 43 clusters Score -1.112664e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 9348 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 14687 members 
Mstep: Class 5 contains 42189 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 52698 members 
Mstep: Class 8 contains 162457 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 37354 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112873 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 86679 members 
Mstep: Class 19 contains 7803 members 
Mstep: Class 20 contains 34923 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6412 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35433 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24768 members 
Mstep: Class 31 contains 20508 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2059 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4507 members 
Mstep: Class 38 contains 7796 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11355 members 
Mstep: Class 42 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266416.000000 Penalty: 142600.890625
Iteration 161Q: 43 clusters Score -1.112664e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 9348 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 14683 members 
Mstep: Class 5 contains 42189 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52690 members 
Mstep: Class 8 contains 162450 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 37352 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 112871 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 86687 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 34925 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9277 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6413 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35411 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24774 members 
Mstep: Class 31 contains 20507 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2058 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4515 members 
Mstep: Class 38 contains 7795 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 750 members 
Mstep: Class 41 contains 11368 members 
Mstep: Class 42 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266304.000000 Penalty: 142600.890625
Iteration 162Q: 43 clusters Score -1.112663e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 9347 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 4 contains 14679 members 
Mstep: Class 5 contains 42187 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52677 members 
Mstep: Class 8 contains 162451 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37351 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 7067 members 
Mstep: Class 16 contains 112867 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 86692 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 34925 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 9277 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6413 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35405 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24778 members 
Mstep: Class 31 contains 20504 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4522 members 
Mstep: Class 38 contains 7796 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 11377 members 
Mstep: Class 42 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266448.000000 Penalty: 142600.890625
Iteration 163Q: 43 clusters Score -1.112664e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 9348 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 14675 members 
Mstep: Class 5 contains 42186 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52670 members 
Mstep: Class 8 contains 162447 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37351 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 16 contains 112859 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 86701 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 34925 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9277 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6415 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35395 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 24787 members 
Mstep: Class 31 contains 20499 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2063 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5736 members 
Mstep: Class 37 contains 4525 members 
Mstep: Class 38 contains 7798 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 745 members 
Mstep: Class 41 contains 11390 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266432.000000 Penalty: 142600.890625
Iteration 164Q: 43 clusters Score -1.112664e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 11463 members 
Mstep: Class 4 contains 14674 members 
Mstep: Class 5 contains 42186 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 52667 members 
Mstep: Class 8 contains 162447 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37351 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 7073 members 
Mstep: Class 16 contains 112856 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 86707 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 34923 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6415 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35384 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 24793 members 
Mstep: Class 31 contains 20497 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5736 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 7791 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 11397 members 
Mstep: Class 42 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266520.000000 Penalty: 142600.890625
Iteration 165Q: 43 clusters Score -1.112665e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 9353 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 14674 members 
Mstep: Class 5 contains 42184 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 52669 members 
Mstep: Class 8 contains 162441 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37351 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 16 contains 112856 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 86712 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 34921 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6415 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35374 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 24799 members 
Mstep: Class 31 contains 20495 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2066 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5736 members 
Mstep: Class 37 contains 4533 members 
Mstep: Class 38 contains 7782 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 11406 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266544.000000 Penalty: 142600.890625
Iteration 166Q: 43 clusters Score -1.112665e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 9355 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14675 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52668 members 
Mstep: Class 8 contains 162441 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37350 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 16 contains 112857 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 86712 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34921 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9275 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6415 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35366 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 24797 members 
Mstep: Class 31 contains 20491 members 
Mstep: Class 32 contains 83099 members 
Mstep: Class 33 contains 2070 members 
Mstep: Class 34 contains 4973 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4544 members 
Mstep: Class 38 contains 7778 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 743 members 
Mstep: Class 41 contains 11414 members 
Mstep: Class 42 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266608.000000 Penalty: 142600.890625
Iteration 167Q: 43 clusters Score -1.112666e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14675 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 52667 members 
Mstep: Class 8 contains 162444 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37350 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7083 members 
Mstep: Class 16 contains 112854 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 86712 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34922 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 9271 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6416 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35359 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 24801 members 
Mstep: Class 31 contains 20487 members 
Mstep: Class 32 contains 83099 members 
Mstep: Class 33 contains 2073 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4553 members 
Mstep: Class 38 contains 7767 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 11422 members 
Mstep: Class 42 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266504.000000 Penalty: 142600.890625
Iteration 168Q: 43 clusters Score -1.112665e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 9362 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14673 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 52664 members 
Mstep: Class 8 contains 162435 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37348 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7086 members 
Mstep: Class 16 contains 112853 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 86717 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34924 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6418 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35355 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 24807 members 
Mstep: Class 31 contains 20487 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 4561 members 
Mstep: Class 38 contains 7765 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 11431 members 
Mstep: Class 42 contains 3870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266504.000000 Penalty: 142600.890625
Iteration 169Q: 43 clusters Score -1.112665e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 9367 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14671 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 52661 members 
Mstep: Class 8 contains 162429 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 37347 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7087 members 
Mstep: Class 16 contains 112849 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 86720 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34926 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6421 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35336 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 24815 members 
Mstep: Class 31 contains 20483 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2076 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5735 members 
Mstep: Class 37 contains 4571 members 
Mstep: Class 38 contains 7771 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 739 members 
Mstep: Class 41 contains 11434 members 
Mstep: Class 42 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266600.000000 Penalty: 142600.890625
Iteration 170Q: 43 clusters Score -1.112666e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 9367 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14669 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52656 members 
Mstep: Class 8 contains 162422 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 37346 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7087 members 
Mstep: Class 16 contains 112845 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 86726 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6423 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35323 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 24826 members 
Mstep: Class 31 contains 20479 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2077 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5734 members 
Mstep: Class 37 contains 4582 members 
Mstep: Class 38 contains 7778 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 11437 members 
Mstep: Class 42 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266688.000000 Penalty: 142600.890625
Iteration 171Q: 43 clusters Score -1.112667e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 9370 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14668 members 
Mstep: Class 5 contains 42179 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 162422 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 37345 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7088 members 
Mstep: Class 16 contains 112840 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 86732 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6424 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35303 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 24832 members 
Mstep: Class 31 contains 20476 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2079 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5734 members 
Mstep: Class 37 contains 4591 members 
Mstep: Class 38 contains 7780 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 11440 members 
Mstep: Class 42 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266784.000000 Penalty: 142600.890625
Iteration 172Q: 43 clusters Score -1.112668e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 9371 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14670 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52650 members 
Mstep: Class 8 contains 162423 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 37344 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 112840 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 86731 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34926 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35282 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 24835 members 
Mstep: Class 31 contains 20475 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2081 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1376 members 
Mstep: Class 36 contains 5733 members 
Mstep: Class 37 contains 4594 members 
Mstep: Class 38 contains 7781 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 11446 members 
Mstep: Class 42 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266784.000000 Penalty: 142600.890625
Iteration 173Q: 43 clusters Score -1.112668e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14664 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52646 members 
Mstep: Class 8 contains 162420 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 37343 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 112839 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 86732 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34926 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6426 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35278 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 24839 members 
Mstep: Class 31 contains 20472 members 
Mstep: Class 32 contains 83092 members 
Mstep: Class 33 contains 2084 members 
Mstep: Class 34 contains 4972 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4597 members 
Mstep: Class 38 contains 7783 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 739 members 
Mstep: Class 41 contains 11452 members 
Mstep: Class 42 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266760.000000 Penalty: 142600.890625
Iteration 174Q: 43 clusters Score -1.112668e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 9373 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14664 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52643 members 
Mstep: Class 8 contains 162418 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 37343 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7090 members 
Mstep: Class 16 contains 112836 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 86732 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34926 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6428 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35264 members 
Mstep: Class 28 contains 14952 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 24845 members 
Mstep: Class 31 contains 20471 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2086 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4590 members 
Mstep: Class 38 contains 7783 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 739 members 
Mstep: Class 41 contains 11460 members 
Mstep: Class 42 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266816.000000 Penalty: 142600.890625
Iteration 175Q: 43 clusters Score -1.112668e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 9374 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14662 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52638 members 
Mstep: Class 8 contains 162414 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 37343 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7091 members 
Mstep: Class 16 contains 112832 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 86732 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34926 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6429 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35254 members 
Mstep: Class 28 contains 14954 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 24850 members 
Mstep: Class 31 contains 20466 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2091 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4594 members 
Mstep: Class 38 contains 7784 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 11468 members 
Mstep: Class 42 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266704.000000 Penalty: 142600.890625
Iteration 176Q: 43 clusters Score -1.112667e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 9374 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14662 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52637 members 
Mstep: Class 8 contains 162413 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 37342 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7091 members 
Mstep: Class 16 contains 112830 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 86739 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6429 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35235 members 
Mstep: Class 28 contains 14956 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 24853 members 
Mstep: Class 31 contains 20462 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2094 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4595 members 
Mstep: Class 38 contains 7785 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 11470 members 
Mstep: Class 42 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266656.000000 Penalty: 142600.890625
Iteration 177Q: 43 clusters Score -1.112667e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14660 members 
Mstep: Class 5 contains 42179 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52635 members 
Mstep: Class 8 contains 162415 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 37341 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7091 members 
Mstep: Class 16 contains 112829 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 86745 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6429 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35217 members 
Mstep: Class 28 contains 14957 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 24856 members 
Mstep: Class 31 contains 20461 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2096 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4597 members 
Mstep: Class 38 contains 7783 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266712.000000 Penalty: 142600.890625
Iteration 178Q: 43 clusters Score -1.112667e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52633 members 
Mstep: Class 8 contains 162410 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 37340 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7093 members 
Mstep: Class 16 contains 112829 members 
Mstep: Class 17 contains 3030 members 
Mstep: Class 18 contains 86747 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 6430 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35211 members 
Mstep: Class 28 contains 14958 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 24858 members 
Mstep: Class 31 contains 20459 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2099 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4599 members 
Mstep: Class 38 contains 7789 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 11470 members 
Mstep: Class 42 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266744.000000 Penalty: 142600.890625
Iteration 179Q: 43 clusters Score -1.112667e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 9376 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14656 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 162407 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 37340 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 16 contains 112829 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 86748 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34929 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6431 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35211 members 
Mstep: Class 28 contains 14959 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 24861 members 
Mstep: Class 31 contains 20456 members 
Mstep: Class 32 contains 83100 members 
Mstep: Class 33 contains 2099 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4599 members 
Mstep: Class 38 contains 7790 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 11470 members 
Mstep: Class 42 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266856.000000 Penalty: 142600.890625
Iteration 180F: 43 clusters Score -1.112669e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 9381 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14652 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 162401 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 37339 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 7095 members 
Mstep: Class 16 contains 112829 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 86748 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34930 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6434 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 35210 members 
Mstep: Class 28 contains 14957 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 24861 members 
Mstep: Class 31 contains 20452 members 
Mstep: Class 32 contains 83103 members 
Mstep: Class 33 contains 2099 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5732 members 
Mstep: Class 37 contains 4597 members 
Mstep: Class 38 contains 7788 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266912.000000 Penalty: 142600.890625
Iteration 181Q: 43 clusters Score -1.112669e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 9387 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14650 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52628 members 
Mstep: Class 8 contains 162402 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 37336 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 7095 members 
Mstep: Class 16 contains 112828 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 86747 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34933 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6437 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35208 members 
Mstep: Class 28 contains 14960 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 24862 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 83105 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5731 members 
Mstep: Class 37 contains 4599 members 
Mstep: Class 38 contains 7782 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 735 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266976.000000 Penalty: 142600.890625
Iteration 182Q: 43 clusters Score -1.11267e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 9392 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14649 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52625 members 
Mstep: Class 8 contains 162403 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 37334 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 112826 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 86748 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34935 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6437 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35203 members 
Mstep: Class 28 contains 14957 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 24862 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 83105 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5727 members 
Mstep: Class 37 contains 4601 members 
Mstep: Class 38 contains 7776 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266952.000000 Penalty: 142600.890625
Iteration 183Q: 43 clusters Score -1.11267e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 14648 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52622 members 
Mstep: Class 8 contains 162404 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 37330 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 112824 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 86748 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34937 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6438 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35196 members 
Mstep: Class 28 contains 14958 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 24861 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 83103 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 4969 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5724 members 
Mstep: Class 37 contains 4605 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267024.000000 Penalty: 142600.890625
Iteration 184Q: 43 clusters Score -1.11267e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14649 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 52620 members 
Mstep: Class 8 contains 162406 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 4864 members 
Mstep: Class 12 contains 37324 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6831 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 16 contains 112824 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 86748 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34943 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6438 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35189 members 
Mstep: Class 28 contains 14958 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 24859 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 83103 members 
Mstep: Class 33 contains 2164 members 
Mstep: Class 34 contains 4968 members 
Mstep: Class 35 contains 1375 members 
Mstep: Class 36 contains 5720 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 7774 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267160.000000 Penalty: 142600.890625
Iteration 185Q: 43 clusters Score -1.112672e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14649 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 162404 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 37320 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 112824 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 86749 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34946 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6438 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35181 members 
Mstep: Class 28 contains 14959 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 24856 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83103 members 
Mstep: Class 33 contains 2168 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5718 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 7774 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267104.000000 Penalty: 142600.890625
Iteration 186Q: 43 clusters Score -1.112671e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14649 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 52617 members 
Mstep: Class 8 contains 162400 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 37317 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 16 contains 112820 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 86750 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34946 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6440 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35168 members 
Mstep: Class 28 contains 14956 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 24862 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 83104 members 
Mstep: Class 33 contains 2181 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5716 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 7774 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 11470 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267304.000000 Penalty: 142600.890625
Iteration 187Q: 43 clusters Score -1.112673e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14647 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 52617 members 
Mstep: Class 8 contains 162399 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 37316 members 
Mstep: Class 13 contains 4251 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 16 contains 112821 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 86753 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34948 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6445 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35160 members 
Mstep: Class 28 contains 14954 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 24863 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 83101 members 
Mstep: Class 33 contains 2191 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4617 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267224.000000 Penalty: 142600.890625
Iteration 188Q: 43 clusters Score -1.112672e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 9405 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14645 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52617 members 
Mstep: Class 8 contains 162398 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 37315 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112822 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 86757 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34949 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6446 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35152 members 
Mstep: Class 28 contains 14948 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 24867 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2195 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4617 members 
Mstep: Class 38 contains 7775 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 724 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267256.000000 Penalty: 142600.890625
Iteration 189Q: 43 clusters Score -1.112673e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 9406 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14640 members 
Mstep: Class 5 contains 42170 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52616 members 
Mstep: Class 8 contains 162399 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 4866 members 
Mstep: Class 12 contains 37313 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 7109 members 
Mstep: Class 16 contains 112817 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 86761 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34950 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6447 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35146 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 24874 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2198 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4618 members 
Mstep: Class 38 contains 7780 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 11471 members 
Mstep: Class 42 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267448.000000 Penalty: 142600.890625
Iteration 190Q: 43 clusters Score -1.112674e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 14635 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 162400 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 4863 members 
Mstep: Class 12 contains 37311 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6834 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112814 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 86766 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34951 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35126 members 
Mstep: Class 28 contains 14945 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 24881 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2202 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4627 members 
Mstep: Class 38 contains 7781 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 11472 members 
Mstep: Class 42 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267504.000000 Penalty: 142600.890625
Iteration 191Q: 43 clusters Score -1.112675e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 14633 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 52616 members 
Mstep: Class 8 contains 162392 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112807 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 86775 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35104 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24890 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 83092 members 
Mstep: Class 33 contains 2205 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4636 members 
Mstep: Class 38 contains 7785 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 11473 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267480.000000 Penalty: 142600.890625
Iteration 192Q: 43 clusters Score -1.112675e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 52613 members 
Mstep: Class 8 contains 162397 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112805 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 86785 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35093 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24893 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2207 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4636 members 
Mstep: Class 38 contains 7783 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 733 members 
Mstep: Class 41 contains 11472 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267448.000000 Penalty: 142600.890625
Iteration 193Q: 43 clusters Score -1.112674e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 9409 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 14629 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 52613 members 
Mstep: Class 8 contains 162390 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112801 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 86787 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35083 members 
Mstep: Class 28 contains 14945 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24901 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2207 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4641 members 
Mstep: Class 38 contains 7786 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 11473 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267568.000000 Penalty: 142600.890625
Iteration 194Q: 43 clusters Score -1.112676e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 9414 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14625 members 
Mstep: Class 5 contains 42170 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 52611 members 
Mstep: Class 8 contains 162384 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112797 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 86787 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6465 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35078 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24909 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2207 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4642 members 
Mstep: Class 38 contains 7785 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 733 members 
Mstep: Class 41 contains 11473 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267592.000000 Penalty: 142600.890625
Iteration 195Q: 43 clusters Score -1.112676e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 9418 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14624 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52611 members 
Mstep: Class 8 contains 162385 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7109 members 
Mstep: Class 16 contains 112796 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 86789 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6466 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35066 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24914 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2207 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1374 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4644 members 
Mstep: Class 38 contains 7781 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 11472 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267488.000000 Penalty: 142600.890625
Iteration 196Q: 43 clusters Score -1.112675e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52610 members 
Mstep: Class 8 contains 162386 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112796 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 86793 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34953 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35058 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24915 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2207 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1373 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4646 members 
Mstep: Class 38 contains 7777 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 11475 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267536.000000 Penalty: 142600.890625
Iteration 197Q: 43 clusters Score -1.112675e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52608 members 
Mstep: Class 8 contains 162393 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112793 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 86796 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35051 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24917 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2208 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 1373 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4647 members 
Mstep: Class 38 contains 7771 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 733 members 
Mstep: Class 41 contains 11478 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267528.000000 Penalty: 142600.890625
Iteration 198Q: 43 clusters Score -1.112675e+08 nChanged 37
Entering ConstructFrom: 
Score: -111267528.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Entering Unmasked Estep 
Score: -2969322.500000 Penalty: 2490.574951
	Iteration 0F: 2 clusters Score -2969322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2953192.500000 Penalty: 4981.149902
	Iteration 0F: 3 clusters Score -2953192 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2958851.000000 Penalty: 4981.149902
	Iteration 1F: 3 clusters Score -2958851 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2959385.500000 Penalty: 4981.149902
	Iteration 2F: 3 clusters Score -2959386 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2959981.500000 Penalty: 4981.149902
	Iteration 3F: 3 clusters Score -2959982 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2960842.750000 Penalty: 4981.149902
	Iteration 4F: 3 clusters Score -2960843 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2961910.750000 Penalty: 4981.149902
	Iteration 5F: 3 clusters Score -2961911 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2963196.750000 Penalty: 4981.149902
	Iteration 6F: 3 clusters Score -2963197 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2964426.250000 Penalty: 4981.149902
	Iteration 7F: 3 clusters Score -2964426 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2965450.000000 Penalty: 4981.149902
	Iteration 8F: 3 clusters Score -2965450 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2966362.500000 Penalty: 4981.149902
	Iteration 9Q: 3 clusters Score -2966362 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2967164.750000 Penalty: 4981.149902
	Iteration 10Q: 3 clusters Score -2967165 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2967687.500000 Penalty: 4981.149902
	Iteration 11Q: 3 clusters Score -2967688 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2967864.250000 Penalty: 4981.149902
	Iteration 12Q: 3 clusters Score -2967864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2967960.250000 Penalty: 4981.149902
	Iteration 13Q: 3 clusters Score -2967960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2967998.750000 Penalty: 4981.149902
	Iteration 14Q: 3 clusters Score -2967999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2968028.500000 Penalty: 4981.149902
	Iteration 15Q: 3 clusters Score -2968028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2968036.250000 Penalty: 4981.149902
	Iteration 16Q: 3 clusters Score -2968036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2968044.250000 Penalty: 4981.149902
	Iteration 17Q: 3 clusters Score -2968044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2968056.750000 Penalty: 4981.149902
	Iteration 18Q: 3 clusters Score -2968057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2968059.750000 Penalty: 4981.149902
	Iteration 19Q: 3 clusters Score -2968060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2968061.000000 Penalty: 4981.149902
	Iteration 20F: 3 clusters Score -2968061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2968070.250000 Penalty: 4981.149902
	Iteration 21Q: 3 clusters Score -2968070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2968078.250000 Penalty: 4981.149902
	Iteration 22Q: 3 clusters Score -2968078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2968087.250000 Penalty: 4981.149902
	Iteration 23Q: 3 clusters Score -2968087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2968095.250000 Penalty: 4981.149902
	Iteration 24Q: 3 clusters Score -2968095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2968102.500000 Penalty: 4981.149902
	Iteration 25Q: 3 clusters Score -2968102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2968105.250000 Penalty: 4981.149902
	Iteration 26Q: 3 clusters Score -2968105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2968107.000000 Penalty: 4981.149902
	Iteration 27Q: 3 clusters Score -2968107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2968104.500000 Penalty: 4981.149902
	Iteration 28Q: 3 clusters Score -2968104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2968101.250000 Penalty: 4981.149902
	Iteration 29Q: 3 clusters Score -2968101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2968102.500000 Penalty: 4981.149902
	Iteration 30Q: 3 clusters Score -2968102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2968110.500000 Penalty: 4981.149902
	Iteration 31Q: 3 clusters Score -2968110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2968103.500000 Penalty: 4981.149902
	Iteration 32Q: 3 clusters Score -2968104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2968109.000000 Penalty: 4981.149902
	Iteration 33Q: 3 clusters Score -2968109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2968108.000000 Penalty: 4981.149902
	Iteration 34Q: 3 clusters Score -2968108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2968108.000000 Penalty: 4981.149902
	Iteration 35F: 3 clusters Score -2968108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -1222834.875000 Penalty: 2269.372803
	Iteration 0F: 2 clusters Score -1222835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1215507.875000 Penalty: 4538.745605
	Iteration 0F: 3 clusters Score -1215508 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1217641.250000 Penalty: 4538.745605
	Iteration 1F: 3 clusters Score -1217641 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1217969.500000 Penalty: 4538.745605
	Iteration 2F: 3 clusters Score -1217970 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1218260.000000 Penalty: 4538.745605
	Iteration 3F: 3 clusters Score -1218260 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1218537.125000 Penalty: 4538.745605
	Iteration 4F: 3 clusters Score -1218537 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1218797.875000 Penalty: 4538.745605
	Iteration 5Q: 3 clusters Score -1218798 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1219076.000000 Penalty: 4538.745605
	Iteration 6Q: 3 clusters Score -1219076 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1219414.500000 Penalty: 4538.745605
	Iteration 7F: 3 clusters Score -1219414 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1219817.125000 Penalty: 4538.745605
	Iteration 8Q: 3 clusters Score -1219817 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1220193.000000 Penalty: 4538.745605
	Iteration 9Q: 3 clusters Score -1220193 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1220470.875000 Penalty: 4538.745605
	Iteration 10Q: 3 clusters Score -1220471 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1220640.125000 Penalty: 4538.745605
	Iteration 11Q: 3 clusters Score -1220640 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1220762.125000 Penalty: 4538.745605
	Iteration 12Q: 3 clusters Score -1220762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1220859.250000 Penalty: 4538.745605
	Iteration 13Q: 3 clusters Score -1220859 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1220946.625000 Penalty: 4538.745605
	Iteration 14Q: 3 clusters Score -1220947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1221006.750000 Penalty: 4538.745605
	Iteration 15Q: 3 clusters Score -1221007 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1221048.250000 Penalty: 4538.745605
	Iteration 16Q: 3 clusters Score -1221048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1221098.000000 Penalty: 4538.745605
	Iteration 17Q: 3 clusters Score -1221098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1221163.250000 Penalty: 4538.745605
	Iteration 18Q: 3 clusters Score -1221163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1221249.125000 Penalty: 4538.745605
	Iteration 19Q: 3 clusters Score -1221249 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1221344.000000 Penalty: 4538.745605
	Iteration 20F: 3 clusters Score -1221344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1221453.625000 Penalty: 4538.745605
	Iteration 21Q: 3 clusters Score -1221454 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1221567.750000 Penalty: 4538.745605
	Iteration 22Q: 3 clusters Score -1221568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1221681.500000 Penalty: 4538.745605
	Iteration 23Q: 3 clusters Score -1221682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1221806.625000 Penalty: 4538.745605
	Iteration 24Q: 3 clusters Score -1221807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1221903.875000 Penalty: 4538.745605
	Iteration 25Q: 3 clusters Score -1221904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1221980.750000 Penalty: 4538.745605
	Iteration 26Q: 3 clusters Score -1221981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1222036.250000 Penalty: 4538.745605
	Iteration 27Q: 3 clusters Score -1222036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1222082.250000 Penalty: 4538.745605
	Iteration 28Q: 3 clusters Score -1222082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1222123.375000 Penalty: 4538.745605
	Iteration 29Q: 3 clusters Score -1222123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1222169.750000 Penalty: 4538.745605
	Iteration 30Q: 3 clusters Score -1222170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1222239.000000 Penalty: 4538.745605
	Iteration 31Q: 3 clusters Score -1222239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1222329.875000 Penalty: 4538.745605
	Iteration 32Q: 3 clusters Score -1222330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1222390.500000 Penalty: 4538.745605
	Iteration 33Q: 3 clusters Score -1222390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1222418.125000 Penalty: 4538.745605
	Iteration 34Q: 3 clusters Score -1222418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1222431.125000 Penalty: 4538.745605
	Iteration 35Q: 3 clusters Score -1222431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1222439.500000 Penalty: 4538.745605
	Iteration 36Q: 3 clusters Score -1222440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1222444.625000 Penalty: 4538.745605
	Iteration 37Q: 3 clusters Score -1222445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1222450.250000 Penalty: 4538.745605
	Iteration 38Q: 3 clusters Score -1222450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1222450.375000 Penalty: 4538.745605
	Iteration 39Q: 3 clusters Score -1222450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1222450.750000 Penalty: 4538.745605
	Iteration 40F: 3 clusters Score -1222451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1222452.500000 Penalty: 4538.745605
	Iteration 41Q: 3 clusters Score -1222452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1222453.125000 Penalty: 4538.745605
	Iteration 42Q: 3 clusters Score -1222453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1222453.125000 Penalty: 4538.745605
	Iteration 43F: 3 clusters Score -1222453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Entering Unmasked Estep 
Score: -1495048.375000 Penalty: 2317.939697
	Iteration 0F: 2 clusters Score -1495048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1486429.125000 Penalty: 4635.879395
	Iteration 0F: 3 clusters Score -1486429 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1489114.250000 Penalty: 4635.879395
	Iteration 1F: 3 clusters Score -1489114 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1489627.750000 Penalty: 4635.879395
	Iteration 2F: 3 clusters Score -1489628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1490225.125000 Penalty: 4635.879395
	Iteration 3F: 3 clusters Score -1490225 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1490978.625000 Penalty: 4635.879395
	Iteration 4F: 3 clusters Score -1490979 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1491966.750000 Penalty: 4635.879395
	Iteration 5F: 3 clusters Score -1491967 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1492829.125000 Penalty: 4635.879395
	Iteration 6F: 3 clusters Score -1492829 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1493414.375000 Penalty: 4635.879395
	Iteration 7F: 3 clusters Score -1493414 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1493750.250000 Penalty: 4635.879395
	Iteration 8Q: 3 clusters Score -1493750 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1493945.875000 Penalty: 4635.879395
	Iteration 9Q: 3 clusters Score -1493946 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1494056.625000 Penalty: 4635.879395
	Iteration 10Q: 3 clusters Score -1494057 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1494115.375000 Penalty: 4635.879395
	Iteration 11Q: 3 clusters Score -1494115 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1494177.625000 Penalty: 4635.879395
	Iteration 12Q: 3 clusters Score -1494178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1494231.500000 Penalty: 4635.879395
	Iteration 13Q: 3 clusters Score -1494232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1494268.375000 Penalty: 4635.879395
	Iteration 14Q: 3 clusters Score -1494268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1494291.750000 Penalty: 4635.879395
	Iteration 15Q: 3 clusters Score -1494292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1494306.875000 Penalty: 4635.879395
	Iteration 16Q: 3 clusters Score -1494307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1494316.625000 Penalty: 4635.879395
	Iteration 17Q: 3 clusters Score -1494317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1494333.625000 Penalty: 4635.879395
	Iteration 18Q: 3 clusters Score -1494334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1494346.000000 Penalty: 4635.879395
	Iteration 19Q: 3 clusters Score -1494346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1494352.875000 Penalty: 4635.879395
	Iteration 20F: 3 clusters Score -1494353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1494359.875000 Penalty: 4635.879395
	Iteration 21Q: 3 clusters Score -1494360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1494366.125000 Penalty: 4635.879395
	Iteration 22Q: 3 clusters Score -1494366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1494369.375000 Penalty: 4635.879395
	Iteration 23Q: 3 clusters Score -1494369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1494375.000000 Penalty: 4635.879395
	Iteration 24Q: 3 clusters Score -1494375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1494377.125000 Penalty: 4635.879395
	Iteration 25Q: 3 clusters Score -1494377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1494379.625000 Penalty: 4635.879395
	Iteration 26Q: 3 clusters Score -1494380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1494383.125000 Penalty: 4635.879395
	Iteration 27Q: 3 clusters Score -1494383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1494385.125000 Penalty: 4635.879395
	Iteration 28Q: 3 clusters Score -1494385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1494383.500000 Penalty: 4635.879395
	Iteration 29Q: 3 clusters Score -1494384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1494385.125000 Penalty: 4635.879395
	Iteration 30Q: 3 clusters Score -1494385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1494387.500000 Penalty: 4635.879395
	Iteration 31Q: 3 clusters Score -1494388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1494386.250000 Penalty: 4635.879395
	Iteration 32Q: 3 clusters Score -1494386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1494386.125000 Penalty: 4635.879395
	Iteration 33Q: 3 clusters Score -1494386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1494384.000000 Penalty: 4635.879395
	Iteration 34Q: 3 clusters Score -1494384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1494383.500000 Penalty: 4635.879395
	Iteration 35Q: 3 clusters Score -1494384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1494385.125000 Penalty: 4635.879395
	Iteration 36Q: 3 clusters Score -1494385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1494385.500000 Penalty: 4635.879395
	Iteration 37Q: 3 clusters Score -1494386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1494384.125000 Penalty: 4635.879395
	Iteration 38Q: 3 clusters Score -1494384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1494384.125000 Penalty: 4635.879395
	Iteration 39F: 3 clusters Score -1494384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Entering Unmasked Estep 
Score: -1869329.125000 Penalty: 2378.406982
	Iteration 0F: 2 clusters Score -1869329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1858795.000000 Penalty: 4756.813965
	Iteration 0F: 3 clusters Score -1858795 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1862299.750000 Penalty: 4756.813965
	Iteration 1F: 3 clusters Score -1862300 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1862955.250000 Penalty: 4756.813965
	Iteration 2F: 3 clusters Score -1862955 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1863763.250000 Penalty: 4756.813965
	Iteration 3F: 3 clusters Score -1863763 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1864643.750000 Penalty: 4756.813965
	Iteration 4F: 3 clusters Score -1864644 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1865463.375000 Penalty: 4756.813965
	Iteration 5F: 3 clusters Score -1865463 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1866086.500000 Penalty: 4756.813965
	Iteration 6F: 3 clusters Score -1866086 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1866498.000000 Penalty: 4756.813965
	Iteration 7Q: 3 clusters Score -1866498 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1866767.500000 Penalty: 4756.813965
	Iteration 8Q: 3 clusters Score -1866768 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1866952.875000 Penalty: 4756.813965
	Iteration 9Q: 3 clusters Score -1866953 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1867111.500000 Penalty: 4756.813965
	Iteration 10Q: 3 clusters Score -1867112 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1867252.375000 Penalty: 4756.813965
	Iteration 11Q: 3 clusters Score -1867252 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1867389.000000 Penalty: 4756.813965
	Iteration 12Q: 3 clusters Score -1867389 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1867535.750000 Penalty: 4756.813965
	Iteration 13Q: 3 clusters Score -1867536 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1867663.750000 Penalty: 4756.813965
	Iteration 14Q: 3 clusters Score -1867664 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1867781.375000 Penalty: 4756.813965
	Iteration 15Q: 3 clusters Score -1867781 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1867886.375000 Penalty: 4756.813965
	Iteration 16Q: 3 clusters Score -1867886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1867972.000000 Penalty: 4756.813965
	Iteration 17Q: 3 clusters Score -1867972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1868039.875000 Penalty: 4756.813965
	Iteration 18Q: 3 clusters Score -1868040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1868098.375000 Penalty: 4756.813965
	Iteration 19Q: 3 clusters Score -1868098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1868140.000000 Penalty: 4756.813965
	Iteration 20F: 3 clusters Score -1868140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1868191.250000 Penalty: 4756.813965
	Iteration 21Q: 3 clusters Score -1868191 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1868248.875000 Penalty: 4756.813965
	Iteration 22Q: 3 clusters Score -1868249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1868279.125000 Penalty: 4756.813965
	Iteration 23Q: 3 clusters Score -1868279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1868295.375000 Penalty: 4756.813965
	Iteration 24Q: 3 clusters Score -1868295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1868305.125000 Penalty: 4756.813965
	Iteration 25Q: 3 clusters Score -1868305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1868313.000000 Penalty: 4756.813965
	Iteration 26Q: 3 clusters Score -1868313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1868315.500000 Penalty: 4756.813965
	Iteration 27Q: 3 clusters Score -1868316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1868319.500000 Penalty: 4756.813965
	Iteration 28Q: 3 clusters Score -1868320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1868322.875000 Penalty: 4756.813965
	Iteration 29Q: 3 clusters Score -1868323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1868325.000000 Penalty: 4756.813965
	Iteration 30Q: 3 clusters Score -1868325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1868331.500000 Penalty: 4756.813965
	Iteration 31Q: 3 clusters Score -1868332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1868330.875000 Penalty: 4756.813965
	Iteration 32Q: 3 clusters Score -1868331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1868334.125000 Penalty: 4756.813965
	Iteration 33Q: 3 clusters Score -1868334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1868338.875000 Penalty: 4756.813965
	Iteration 34Q: 3 clusters Score -1868339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1868341.750000 Penalty: 4756.813965
	Iteration 35Q: 3 clusters Score -1868342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1868345.375000 Penalty: 4756.813965
	Iteration 36Q: 3 clusters Score -1868345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1868350.000000 Penalty: 4756.813965
	Iteration 37Q: 3 clusters Score -1868350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1868352.375000 Penalty: 4756.813965
	Iteration 38Q: 3 clusters Score -1868352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1868351.000000 Penalty: 4756.813965
	Iteration 39Q: 3 clusters Score -1868351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1868350.375000 Penalty: 4756.813965
	Iteration 40F: 3 clusters Score -1868350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1868350.125000 Penalty: 4756.813965
	Iteration 41Q: 3 clusters Score -1868350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1868353.750000 Penalty: 4756.813965
	Iteration 42Q: 3 clusters Score -1868354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1868351.375000 Penalty: 4756.813965
	Iteration 43Q: 3 clusters Score -1868351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1868354.750000 Penalty: 4756.813965
	Iteration 44Q: 3 clusters Score -1868355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1868352.375000 Penalty: 4756.813965
	Iteration 45Q: 3 clusters Score -1868352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1868352.375000 Penalty: 4756.813965
	Iteration 46F: 3 clusters Score -1868352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Entering Unmasked Estep 
Score: -5492410.500000 Penalty: 2641.084717
	Iteration 0F: 2 clusters Score -5492410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5464105.000000 Penalty: 5282.169434
	Iteration 0F: 3 clusters Score -5464105 nChanged 19230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5474796.500000 Penalty: 5282.169434
	Iteration 1F: 3 clusters Score -5474796 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5475530.500000 Penalty: 5282.169434
	Iteration 2Q: 3 clusters Score -5475530 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5476528.000000 Penalty: 5282.169434
	Iteration 3F: 3 clusters Score -5476528 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5477967.000000 Penalty: 5282.169434
	Iteration 4F: 3 clusters Score -5477967 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5479781.500000 Penalty: 5282.169434
	Iteration 5F: 3 clusters Score -5479782 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5481882.000000 Penalty: 5282.169434
	Iteration 6F: 3 clusters Score -5481882 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -5484095.000000 Penalty: 5282.169434
	Iteration 7F: 3 clusters Score -5484095 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -5486004.500000 Penalty: 5282.169434
	Iteration 8F: 3 clusters Score -5486004 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5487700.500000 Penalty: 5282.169434
	Iteration 9Q: 3 clusters Score -5487700 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5488933.000000 Penalty: 5282.169434
	Iteration 10Q: 3 clusters Score -5488933 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5489712.000000 Penalty: 5282.169434
	Iteration 11Q: 3 clusters Score -5489712 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5490019.000000 Penalty: 5282.169434
	Iteration 12Q: 3 clusters Score -5490019 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5490193.500000 Penalty: 5282.169434
	Iteration 13Q: 3 clusters Score -5490194 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -5490304.500000 Penalty: 5282.169434
	Iteration 14Q: 3 clusters Score -5490304 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5490361.000000 Penalty: 5282.169434
	Iteration 15Q: 3 clusters Score -5490361 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5490406.500000 Penalty: 5282.169434
	Iteration 16Q: 3 clusters Score -5490406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5490448.500000 Penalty: 5282.169434
	Iteration 17Q: 3 clusters Score -5490448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5490483.000000 Penalty: 5282.169434
	Iteration 18Q: 3 clusters Score -5490483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5490491.000000 Penalty: 5282.169434
	Iteration 19Q: 3 clusters Score -5490491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5490535.000000 Penalty: 5282.169434
	Iteration 20F: 3 clusters Score -5490535 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5490604.000000 Penalty: 5282.169434
	Iteration 21Q: 3 clusters Score -5490604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5490698.500000 Penalty: 5282.169434
	Iteration 22Q: 3 clusters Score -5490698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5490763.500000 Penalty: 5282.169434
	Iteration 23Q: 3 clusters Score -5490764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5490807.000000 Penalty: 5282.169434
	Iteration 24Q: 3 clusters Score -5490807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5490848.000000 Penalty: 5282.169434
	Iteration 25Q: 3 clusters Score -5490848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -5490866.500000 Penalty: 5282.169434
	Iteration 26Q: 3 clusters Score -5490866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5490888.000000 Penalty: 5282.169434
	Iteration 27Q: 3 clusters Score -5490888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5490907.000000 Penalty: 5282.169434
	Iteration 28Q: 3 clusters Score -5490907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5490907.000000 Penalty: 5282.169434
	Iteration 29Q: 3 clusters Score -5490907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5490921.000000 Penalty: 5282.169434
	Iteration 30Q: 3 clusters Score -5490921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5490923.500000 Penalty: 5282.169434
	Iteration 31Q: 3 clusters Score -5490924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5490921.500000 Penalty: 5282.169434
	Iteration 32Q: 3 clusters Score -5490922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5490930.000000 Penalty: 5282.169434
	Iteration 33Q: 3 clusters Score -5490930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5490928.000000 Penalty: 5282.169434
	Iteration 34Q: 3 clusters Score -5490928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5490942.000000 Penalty: 5282.169434
	Iteration 35Q: 3 clusters Score -5490942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5490940.000000 Penalty: 5282.169434
	Iteration 36Q: 3 clusters Score -5490940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5490940.500000 Penalty: 5282.169434
	Iteration 37Q: 3 clusters Score -5490940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5490942.500000 Penalty: 5282.169434
	Iteration 38Q: 3 clusters Score -5490942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5490932.500000 Penalty: 5282.169434
	Iteration 39Q: 3 clusters Score -5490932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5490935.000000 Penalty: 5282.169434
	Iteration 40F: 3 clusters Score -5490935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5490936.000000 Penalty: 5282.169434
	Iteration 41Q: 3 clusters Score -5490936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5490936.000000 Penalty: 5282.169434
	Iteration 42Q: 3 clusters Score -5490936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5490936.000000 Penalty: 5282.169434
	Iteration 43Q: 3 clusters Score -5490936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5490938.500000 Penalty: 5282.169434
	Iteration 44Q: 3 clusters Score -5490938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5490939.500000 Penalty: 5282.169434
	Iteration 45Q: 3 clusters Score -5490940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -5490948.500000 Penalty: 5282.169434
	Iteration 46Q: 3 clusters Score -5490948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -5490948.500000 Penalty: 5282.169434
	Iteration 47F: 3 clusters Score -5490948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Entering Unmasked Estep 
Score: -860541.000000 Penalty: 2182.913818
	Iteration 0F: 2 clusters Score -860541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -855077.750000 Penalty: 4365.827637
	Iteration 0F: 3 clusters Score -855077.8 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -856456.562500 Penalty: 4365.827637
	Iteration 1F: 3 clusters Score -856456.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -856696.250000 Penalty: 4365.827637
	Iteration 2F: 3 clusters Score -856696.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -856846.062500 Penalty: 4365.827637
	Iteration 3F: 3 clusters Score -856846.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -856941.750000 Penalty: 4365.827637
	Iteration 4Q: 3 clusters Score -856941.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -857018.875000 Penalty: 4365.827637
	Iteration 5Q: 3 clusters Score -857018.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -857068.312500 Penalty: 4365.827637
	Iteration 6Q: 3 clusters Score -857068.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -857121.812500 Penalty: 4365.827637
	Iteration 7Q: 3 clusters Score -857121.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -857158.937500 Penalty: 4365.827637
	Iteration 8Q: 3 clusters Score -857158.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -857189.000000 Penalty: 4365.827637
	Iteration 9Q: 3 clusters Score -857189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -857228.875000 Penalty: 4365.827637
	Iteration 10Q: 3 clusters Score -857228.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -857270.375000 Penalty: 4365.827637
	Iteration 11Q: 3 clusters Score -857270.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -857318.937500 Penalty: 4365.827637
	Iteration 12Q: 3 clusters Score -857318.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -857364.562500 Penalty: 4365.827637
	Iteration 13Q: 3 clusters Score -857364.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -857400.312500 Penalty: 4365.827637
	Iteration 14Q: 3 clusters Score -857400.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -857441.500000 Penalty: 4365.827637
	Iteration 15Q: 3 clusters Score -857441.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -857484.625000 Penalty: 4365.827637
	Iteration 16Q: 3 clusters Score -857484.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -857524.500000 Penalty: 4365.827637
	Iteration 17Q: 3 clusters Score -857524.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -857562.750000 Penalty: 4365.827637
	Iteration 18Q: 3 clusters Score -857562.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -857592.875000 Penalty: 4365.827637
	Iteration 19Q: 3 clusters Score -857592.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -857624.625000 Penalty: 4365.827637
	Iteration 20F: 3 clusters Score -857624.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -857660.000000 Penalty: 4365.827637
	Iteration 21Q: 3 clusters Score -857660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -857693.937500 Penalty: 4365.827637
	Iteration 22Q: 3 clusters Score -857693.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -857721.812500 Penalty: 4365.827637
	Iteration 23Q: 3 clusters Score -857721.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -857750.625000 Penalty: 4365.827637
	Iteration 24Q: 3 clusters Score -857750.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -857782.562500 Penalty: 4365.827637
	Iteration 25Q: 3 clusters Score -857782.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -857813.000000 Penalty: 4365.827637
	Iteration 26Q: 3 clusters Score -857813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -857844.562500 Penalty: 4365.827637
	Iteration 27Q: 3 clusters Score -857844.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -857873.250000 Penalty: 4365.827637
	Iteration 28Q: 3 clusters Score -857873.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -857908.375000 Penalty: 4365.827637
	Iteration 29Q: 3 clusters Score -857908.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -857955.875000 Penalty: 4365.827637
	Iteration 30Q: 3 clusters Score -857955.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -858001.437500 Penalty: 4365.827637
	Iteration 31Q: 3 clusters Score -858001.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -858045.187500 Penalty: 4365.827637
	Iteration 32Q: 3 clusters Score -858045.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -858076.812500 Penalty: 4365.827637
	Iteration 33Q: 3 clusters Score -858076.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -858113.062500 Penalty: 4365.827637
	Iteration 34Q: 3 clusters Score -858113.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -858147.937500 Penalty: 4365.827637
	Iteration 35Q: 3 clusters Score -858147.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -858183.437500 Penalty: 4365.827637
	Iteration 36Q: 3 clusters Score -858183.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -858225.312500 Penalty: 4365.827637
	Iteration 37Q: 3 clusters Score -858225.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -858267.125000 Penalty: 4365.827637
	Iteration 38Q: 3 clusters Score -858267.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -858308.625000 Penalty: 4365.827637
	Iteration 39Q: 3 clusters Score -858308.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -858349.625000 Penalty: 4365.827637
	Iteration 40F: 3 clusters Score -858349.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -858390.125000 Penalty: 4365.827637
	Iteration 41Q: 3 clusters Score -858390.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -858436.375000 Penalty: 4365.827637
	Iteration 42Q: 3 clusters Score -858436.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -858473.375000 Penalty: 4365.827637
	Iteration 43Q: 3 clusters Score -858473.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -858527.312500 Penalty: 4365.827637
	Iteration 44Q: 3 clusters Score -858527.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -858578.312500 Penalty: 4365.827637
	Iteration 45Q: 3 clusters Score -858578.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -858621.250000 Penalty: 4365.827637
	Iteration 46Q: 3 clusters Score -858621.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -858650.687500 Penalty: 4365.827637
	Iteration 47Q: 3 clusters Score -858650.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -858673.875000 Penalty: 4365.827637
	Iteration 48Q: 3 clusters Score -858673.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -858689.125000 Penalty: 4365.827637
	Iteration 49Q: 3 clusters Score -858689.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -858698.437500 Penalty: 4365.827637
	Iteration 50Q: 3 clusters Score -858698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -858708.000000 Penalty: 4365.827637
	Iteration 51Q: 3 clusters Score -858708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -858715.812500 Penalty: 4365.827637
	Iteration 52Q: 3 clusters Score -858715.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -858720.187500 Penalty: 4365.827637
	Iteration 53Q: 3 clusters Score -858720.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -858728.875000 Penalty: 4365.827637
	Iteration 54Q: 3 clusters Score -858728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -858732.375000 Penalty: 4365.827637
	Iteration 55Q: 3 clusters Score -858732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -858737.062500 Penalty: 4365.827637
	Iteration 56Q: 3 clusters Score -858737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -858742.000000 Penalty: 4365.827637
	Iteration 57Q: 3 clusters Score -858742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -858747.875000 Penalty: 4365.827637
	Iteration 58Q: 3 clusters Score -858747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -858754.875000 Penalty: 4365.827637
	Iteration 59Q: 3 clusters Score -858754.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -858758.187500 Penalty: 4365.827637
	Iteration 60F: 3 clusters Score -858758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -858764.562500 Penalty: 4365.827637
	Iteration 61Q: 3 clusters Score -858764.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -858778.062500 Penalty: 4365.827637
	Iteration 62Q: 3 clusters Score -858778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -858778.375000 Penalty: 4365.827637
	Iteration 63Q: 3 clusters Score -858778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -858782.937500 Penalty: 4365.827637
	Iteration 64Q: 3 clusters Score -858782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -858789.812500 Penalty: 4365.827637
	Iteration 65Q: 3 clusters Score -858789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -858792.062500 Penalty: 4365.827637
	Iteration 66Q: 3 clusters Score -858792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -858799.312500 Penalty: 4365.827637
	Iteration 67Q: 3 clusters Score -858799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -858803.062500 Penalty: 4365.827637
	Iteration 68Q: 3 clusters Score -858803.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -858809.812500 Penalty: 4365.827637
	Iteration 69Q: 3 clusters Score -858809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -858816.562500 Penalty: 4365.827637
	Iteration 70Q: 3 clusters Score -858816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -858821.312500 Penalty: 4365.827637
	Iteration 71Q: 3 clusters Score -858821.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -858824.312500 Penalty: 4365.827637
	Iteration 72Q: 3 clusters Score -858824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -858828.250000 Penalty: 4365.827637
	Iteration 73Q: 3 clusters Score -858828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -858834.750000 Penalty: 4365.827637
	Iteration 74Q: 3 clusters Score -858834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -858839.312500 Penalty: 4365.827637
	Iteration 75Q: 3 clusters Score -858839.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -858841.000000 Penalty: 4365.827637
	Iteration 76Q: 3 clusters Score -858841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -858846.312500 Penalty: 4365.827637
	Iteration 77Q: 3 clusters Score -858846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -858849.937500 Penalty: 4365.827637
	Iteration 78Q: 3 clusters Score -858849.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -858853.562500 Penalty: 4365.827637
	Iteration 79Q: 3 clusters Score -858853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -858858.375000 Penalty: 4365.827637
	Iteration 80F: 3 clusters Score -858858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -858859.500000 Penalty: 4365.827637
	Iteration 81Q: 3 clusters Score -858859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -858859.062500 Penalty: 4365.827637
	Iteration 82Q: 3 clusters Score -858859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -858859.000000 Penalty: 4365.827637
	Iteration 83Q: 3 clusters Score -858859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -858859.062500 Penalty: 4365.827637
	Iteration 84Q: 3 clusters Score -858859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -858859.312500 Penalty: 4365.827637
	Iteration 85Q: 3 clusters Score -858859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -858859.375000 Penalty: 4365.827637
	Iteration 86Q: 3 clusters Score -858859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -858859.375000 Penalty: 4365.827637
	Iteration 87F: 3 clusters Score -858859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Entering Unmasked Estep 
Score: -6954978.500000 Penalty: 2695.914551
	Iteration 0F: 2 clusters Score -6954978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6919698.000000 Penalty: 5391.829102
	Iteration 0F: 3 clusters Score -6919698 nChanged 24305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6933005.000000 Penalty: 5391.829102
	Iteration 1F: 3 clusters Score -6933005 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6933587.500000 Penalty: 5391.829102
	Iteration 2Q: 3 clusters Score -6933588 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6934213.500000 Penalty: 5391.829102
	Iteration 3Q: 3 clusters Score -6934214 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -6934885.500000 Penalty: 5391.829102
	Iteration 4Q: 3 clusters Score -6934886 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -6935832.500000 Penalty: 5391.829102
	Iteration 5Q: 3 clusters Score -6935832 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -6937030.500000 Penalty: 5391.829102
	Iteration 6Q: 3 clusters Score -6937030 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -6938738.500000 Penalty: 5391.829102
	Iteration 7F: 3 clusters Score -6938738 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -6941016.000000 Penalty: 5391.829102
	Iteration 8F: 3 clusters Score -6941016 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -6943530.500000 Penalty: 5391.829102
	Iteration 9F: 3 clusters Score -6943530 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -6945995.000000 Penalty: 5391.829102
	Iteration 10F: 3 clusters Score -6945995 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -6947869.500000 Penalty: 5391.829102
	Iteration 11F: 3 clusters Score -6947870 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -6949193.000000 Penalty: 5391.829102
	Iteration 12Q: 3 clusters Score -6949193 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6950079.500000 Penalty: 5391.829102
	Iteration 13Q: 3 clusters Score -6950080 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6950769.000000 Penalty: 5391.829102
	Iteration 14Q: 3 clusters Score -6950769 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -6951290.000000 Penalty: 5391.829102
	Iteration 15Q: 3 clusters Score -6951290 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6951698.000000 Penalty: 5391.829102
	Iteration 16Q: 3 clusters Score -6951698 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -6951990.500000 Penalty: 5391.829102
	Iteration 17Q: 3 clusters Score -6951990 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -6952267.000000 Penalty: 5391.829102
	Iteration 18Q: 3 clusters Score -6952267 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6952500.500000 Penalty: 5391.829102
	Iteration 19Q: 3 clusters Score -6952500 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -6952620.000000 Penalty: 5391.829102
	Iteration 20F: 3 clusters Score -6952620 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6952720.000000 Penalty: 5391.829102
	Iteration 21Q: 3 clusters Score -6952720 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6952805.500000 Penalty: 5391.829102
	Iteration 22Q: 3 clusters Score -6952806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6952887.500000 Penalty: 5391.829102
	Iteration 23Q: 3 clusters Score -6952888 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -6952939.000000 Penalty: 5391.829102
	Iteration 24Q: 3 clusters Score -6952939 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6953009.500000 Penalty: 5391.829102
	Iteration 25Q: 3 clusters Score -6953010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6953034.500000 Penalty: 5391.829102
	Iteration 26Q: 3 clusters Score -6953034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -6953044.000000 Penalty: 5391.829102
	Iteration 27Q: 3 clusters Score -6953044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -6953063.500000 Penalty: 5391.829102
	Iteration 28Q: 3 clusters Score -6953064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6953077.000000 Penalty: 5391.829102
	Iteration 29Q: 3 clusters Score -6953077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -6953085.500000 Penalty: 5391.829102
	Iteration 30Q: 3 clusters Score -6953086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -6953086.000000 Penalty: 5391.829102
	Iteration 31Q: 3 clusters Score -6953086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -6953101.500000 Penalty: 5391.829102
	Iteration 32Q: 3 clusters Score -6953102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -6953108.500000 Penalty: 5391.829102
	Iteration 33Q: 3 clusters Score -6953108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6953112.500000 Penalty: 5391.829102
	Iteration 34Q: 3 clusters Score -6953112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -6953114.000000 Penalty: 5391.829102
	Iteration 35Q: 3 clusters Score -6953114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6953122.000000 Penalty: 5391.829102
	Iteration 36Q: 3 clusters Score -6953122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -6953133.500000 Penalty: 5391.829102
	Iteration 37Q: 3 clusters Score -6953134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -6953132.500000 Penalty: 5391.829102
	Iteration 38Q: 3 clusters Score -6953132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -6953133.000000 Penalty: 5391.829102
	Iteration 39Q: 3 clusters Score -6953133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -6953144.000000 Penalty: 5391.829102
	Iteration 40F: 3 clusters Score -6953144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -6953146.000000 Penalty: 5391.829102
	Iteration 41Q: 3 clusters Score -6953146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -6953143.000000 Penalty: 5391.829102
	Iteration 42Q: 3 clusters Score -6953143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -6953147.000000 Penalty: 5391.829102
	Iteration 43Q: 3 clusters Score -6953147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -6953149.000000 Penalty: 5391.829102
	Iteration 44Q: 3 clusters Score -6953149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6953146.500000 Penalty: 5391.829102
	Iteration 45Q: 3 clusters Score -6953146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6953146.500000 Penalty: 5391.829102
	Iteration 46Q: 3 clusters Score -6953146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6953145.500000 Penalty: 5391.829102
	Iteration 47Q: 3 clusters Score -6953146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6953145.500000 Penalty: 5391.829102
	Iteration 48F: 3 clusters Score -6953146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Entering Unmasked Estep 
Score: -21269942.000000 Penalty: 2975.449707
	Iteration 0F: 2 clusters Score -2.126994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -21161470.000000 Penalty: 5950.899414
	Iteration 0F: 3 clusters Score -2.116147e+07 nChanged 77560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -21206530.000000 Penalty: 5950.899414
	Iteration 1F: 3 clusters Score -2.120653e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -21208012.000000 Penalty: 5950.899414
	Iteration 2Q: 3 clusters Score -2.120801e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -21210182.000000 Penalty: 5950.899414
	Iteration 3Q: 3 clusters Score -2.121018e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -21213714.000000 Penalty: 5950.899414
	Iteration 4Q: 3 clusters Score -2.121371e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -21218972.000000 Penalty: 5950.899414
	Iteration 5F: 3 clusters Score -2.121897e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 118362 members 
Entering Unmasked Estep 
Score: -21227016.000000 Penalty: 5950.899414
	Iteration 6F: 3 clusters Score -2.122702e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 131146 members 
Entering Unmasked Estep 
Score: -21238000.000000 Penalty: 5950.899414
	Iteration 7F: 3 clusters Score -2.1238e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 143544 members 
Entering Unmasked Estep 
Score: -21249438.000000 Penalty: 5950.899414
	Iteration 8F: 3 clusters Score -2.124944e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -21258310.000000 Penalty: 5950.899414
	Iteration 9F: 3 clusters Score -2.125831e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 158396 members 
Entering Unmasked Estep 
Score: -21263630.000000 Penalty: 5950.899414
	Iteration 10Q: 3 clusters Score -2.126363e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 160877 members 
Entering Unmasked Estep 
Score: -21265814.000000 Penalty: 5950.899414
	Iteration 11Q: 3 clusters Score -2.126581e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -21266692.000000 Penalty: 5950.899414
	Iteration 12Q: 3 clusters Score -2.126669e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161975 members 
Entering Unmasked Estep 
Score: -21266982.000000 Penalty: 5950.899414
	Iteration 13Q: 3 clusters Score -2.126698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 162057 members 
Entering Unmasked Estep 
Score: -21267082.000000 Penalty: 5950.899414
	Iteration 14Q: 3 clusters Score -2.126708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -21267128.000000 Penalty: 5950.899414
	Iteration 15Q: 3 clusters Score -2.126713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
Score: -21267166.000000 Penalty: 5950.899414
	Iteration 16Q: 3 clusters Score -2.126717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 162099 members 
Entering Unmasked Estep 
Score: -21267212.000000 Penalty: 5950.899414
	Iteration 17Q: 3 clusters Score -2.126721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -21267216.000000 Penalty: 5950.899414
	Iteration 18Q: 3 clusters Score -2.126722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162118 members 
Entering Unmasked Estep 
Score: -21267242.000000 Penalty: 5950.899414
	Iteration 19Q: 3 clusters Score -2.126724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -21267232.000000 Penalty: 5950.899414
	Iteration 20F: 3 clusters Score -2.126723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 162123 members 
Entering Unmasked Estep 
Score: -21267252.000000 Penalty: 5950.899414
	Iteration 21Q: 3 clusters Score -2.126725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 162127 members 
Entering Unmasked Estep 
Score: -21267244.000000 Penalty: 5950.899414
	Iteration 22Q: 3 clusters Score -2.126724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -21267276.000000 Penalty: 5950.899414
	Iteration 23Q: 3 clusters Score -2.126728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -21267286.000000 Penalty: 5950.899414
	Iteration 24Q: 3 clusters Score -2.126729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162132 members 
Entering Unmasked Estep 
Score: -21267286.000000 Penalty: 5950.899414
	Iteration 25Q: 3 clusters Score -2.126729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 162134 members 
Entering Unmasked Estep 
Score: -21267302.000000 Penalty: 5950.899414
	Iteration 26Q: 3 clusters Score -2.12673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -21267308.000000 Penalty: 5950.899414
	Iteration 27Q: 3 clusters Score -2.126731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -21267308.000000 Penalty: 5950.899414
	Iteration 28Q: 3 clusters Score -2.126731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -21267310.000000 Penalty: 5950.899414
	Iteration 29Q: 3 clusters Score -2.126731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -21267310.000000 Penalty: 5950.899414
	Iteration 30F: 3 clusters Score -2.126731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -74925.335938 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -74925.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73473.156250 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -73473.16 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73902.601562 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -73902.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74143.210938 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -74143.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74434.882812 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -74434.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74666.359375 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -74666.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -74724.328125 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -74724.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -74758.656250 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -74758.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -74785.234375 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -74785.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -74812.156250 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -74812.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74821.000000 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -74821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -74822.164062 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -74822.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -74822.164062 Penalty: 3218.645508
	Iteration 11F: 3 clusters Score -74822.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -268443.312500 Penalty: 1917.301270
	Iteration 0F: 2 clusters Score -268443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265759.031250 Penalty: 3834.602539
	Iteration 0F: 3 clusters Score -265759 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -266592.625000 Penalty: 3834.602539
	Iteration 1F: 3 clusters Score -266592.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -267005.468750 Penalty: 3834.602539
	Iteration 2F: 3 clusters Score -267005.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267282.343750 Penalty: 3834.602539
	Iteration 3F: 3 clusters Score -267282.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -267526.406250 Penalty: 3834.602539
	Iteration 4F: 3 clusters Score -267526.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267760.000000 Penalty: 3834.602539
	Iteration 5F: 3 clusters Score -267760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -267967.031250 Penalty: 3834.602539
	Iteration 6Q: 3 clusters Score -267967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -268090.531250 Penalty: 3834.602539
	Iteration 7Q: 3 clusters Score -268090.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -268175.187500 Penalty: 3834.602539
	Iteration 8Q: 3 clusters Score -268175.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -268222.750000 Penalty: 3834.602539
	Iteration 9Q: 3 clusters Score -268222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -268246.750000 Penalty: 3834.602539
	Iteration 10Q: 3 clusters Score -268246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -268263.906250 Penalty: 3834.602539
	Iteration 11Q: 3 clusters Score -268263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -268269.531250 Penalty: 3834.602539
	Iteration 12Q: 3 clusters Score -268269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -268275.093750 Penalty: 3834.602539
	Iteration 13Q: 3 clusters Score -268275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -268277.343750 Penalty: 3834.602539
	Iteration 14Q: 3 clusters Score -268277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -268279.500000 Penalty: 3834.602539
	Iteration 15Q: 3 clusters Score -268279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -268280.562500 Penalty: 3834.602539
	Iteration 16Q: 3 clusters Score -268280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -268280.562500 Penalty: 3834.602539
	Iteration 17F: 3 clusters Score -268280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -558531.375000 Penalty: 2104.812256
	Iteration 0F: 2 clusters Score -558531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -554081.687500 Penalty: 4209.624512
	Iteration 0F: 3 clusters Score -554081.7 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -555441.562500 Penalty: 4209.624512
	Iteration 1F: 3 clusters Score -555441.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -556062.500000 Penalty: 4209.624512
	Iteration 2F: 3 clusters Score -556062.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -556746.562500 Penalty: 4209.624512
	Iteration 3F: 3 clusters Score -556746.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -557318.500000 Penalty: 4209.624512
	Iteration 4F: 3 clusters Score -557318.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -557627.000000 Penalty: 4209.624512
	Iteration 5F: 3 clusters Score -557627 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -557841.375000 Penalty: 4209.624512
	Iteration 6Q: 3 clusters Score -557841.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -558036.000000 Penalty: 4209.624512
	Iteration 7Q: 3 clusters Score -558036 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -558209.000000 Penalty: 4209.624512
	Iteration 8Q: 3 clusters Score -558209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -558329.250000 Penalty: 4209.624512
	Iteration 9Q: 3 clusters Score -558329.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -558383.750000 Penalty: 4209.624512
	Iteration 10Q: 3 clusters Score -558383.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -558404.875000 Penalty: 4209.624512
	Iteration 11Q: 3 clusters Score -558404.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -558428.812500 Penalty: 4209.624512
	Iteration 12Q: 3 clusters Score -558428.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -558450.875000 Penalty: 4209.624512
	Iteration 13Q: 3 clusters Score -558450.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -558471.812500 Penalty: 4209.624512
	Iteration 14Q: 3 clusters Score -558471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -558479.562500 Penalty: 4209.624512
	Iteration 15Q: 3 clusters Score -558479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -558482.750000 Penalty: 4209.624512
	Iteration 16Q: 3 clusters Score -558482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -558485.000000 Penalty: 4209.624512
	Iteration 17Q: 3 clusters Score -558485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -558489.062500 Penalty: 4209.624512
	Iteration 18Q: 3 clusters Score -558489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -558493.437500 Penalty: 4209.624512
	Iteration 19Q: 3 clusters Score -558493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -558496.187500 Penalty: 4209.624512
	Iteration 20F: 3 clusters Score -558496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -558498.125000 Penalty: 4209.624512
	Iteration 21Q: 3 clusters Score -558498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -558499.687500 Penalty: 4209.624512
	Iteration 22Q: 3 clusters Score -558499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -558499.187500 Penalty: 4209.624512
	Iteration 23Q: 3 clusters Score -558499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -558499.187500 Penalty: 4209.624512
	Iteration 24F: 3 clusters Score -558499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Entering Unmasked Estep 
Score: -4860870.000000 Penalty: 2610.686768
	Iteration 0F: 2 clusters Score -4860870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4835542.000000 Penalty: 5221.373535
	Iteration 0F: 3 clusters Score -4835542 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4844870.000000 Penalty: 5221.373535
	Iteration 1F: 3 clusters Score -4844870 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4845384.000000 Penalty: 5221.373535
	Iteration 2Q: 3 clusters Score -4845384 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4845848.500000 Penalty: 5221.373535
	Iteration 3Q: 3 clusters Score -4845848 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4846277.500000 Penalty: 5221.373535
	Iteration 4Q: 3 clusters Score -4846278 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4846723.000000 Penalty: 5221.373535
	Iteration 5Q: 3 clusters Score -4846723 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4847147.000000 Penalty: 5221.373535
	Iteration 6Q: 3 clusters Score -4847147 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4847636.000000 Penalty: 5221.373535
	Iteration 7Q: 3 clusters Score -4847636 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4848219.000000 Penalty: 5221.373535
	Iteration 8Q: 3 clusters Score -4848219 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4848924.000000 Penalty: 5221.373535
	Iteration 9Q: 3 clusters Score -4848924 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -4849873.500000 Penalty: 5221.373535
	Iteration 10Q: 3 clusters Score -4849874 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4851027.000000 Penalty: 5221.373535
	Iteration 11Q: 3 clusters Score -4851027 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4852374.500000 Penalty: 5221.373535
	Iteration 12Q: 3 clusters Score -4852374 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4853555.500000 Penalty: 5221.373535
	Iteration 13Q: 3 clusters Score -4853556 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4854530.500000 Penalty: 5221.373535
	Iteration 14Q: 3 clusters Score -4854530 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4855304.500000 Penalty: 5221.373535
	Iteration 15Q: 3 clusters Score -4855304 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4855975.500000 Penalty: 5221.373535
	Iteration 16Q: 3 clusters Score -4855976 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4856494.000000 Penalty: 5221.373535
	Iteration 17Q: 3 clusters Score -4856494 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4856911.500000 Penalty: 5221.373535
	Iteration 18Q: 3 clusters Score -4856912 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4857244.000000 Penalty: 5221.373535
	Iteration 19Q: 3 clusters Score -4857244 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4857470.000000 Penalty: 5221.373535
	Iteration 20F: 3 clusters Score -4857470 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4857680.000000 Penalty: 5221.373535
	Iteration 21Q: 3 clusters Score -4857680 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4857871.000000 Penalty: 5221.373535
	Iteration 22Q: 3 clusters Score -4857871 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4858031.500000 Penalty: 5221.373535
	Iteration 23Q: 3 clusters Score -4858032 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4858142.500000 Penalty: 5221.373535
	Iteration 24Q: 3 clusters Score -4858142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4858258.500000 Penalty: 5221.373535
	Iteration 25Q: 3 clusters Score -4858258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4858330.500000 Penalty: 5221.373535
	Iteration 26Q: 3 clusters Score -4858330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4858391.000000 Penalty: 5221.373535
	Iteration 27Q: 3 clusters Score -4858391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4858458.000000 Penalty: 5221.373535
	Iteration 28Q: 3 clusters Score -4858458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4858500.000000 Penalty: 5221.373535
	Iteration 29Q: 3 clusters Score -4858500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4858537.500000 Penalty: 5221.373535
	Iteration 30Q: 3 clusters Score -4858538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4858564.000000 Penalty: 5221.373535
	Iteration 31Q: 3 clusters Score -4858564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4858582.000000 Penalty: 5221.373535
	Iteration 32Q: 3 clusters Score -4858582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4858609.000000 Penalty: 5221.373535
	Iteration 33Q: 3 clusters Score -4858609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4858618.500000 Penalty: 5221.373535
	Iteration 34Q: 3 clusters Score -4858618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4858625.500000 Penalty: 5221.373535
	Iteration 35Q: 3 clusters Score -4858626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4858632.000000 Penalty: 5221.373535
	Iteration 36Q: 3 clusters Score -4858632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4858631.500000 Penalty: 5221.373535
	Iteration 37Q: 3 clusters Score -4858632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4858643.000000 Penalty: 5221.373535
	Iteration 38Q: 3 clusters Score -4858643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4858650.500000 Penalty: 5221.373535
	Iteration 39Q: 3 clusters Score -4858650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4858652.500000 Penalty: 5221.373535
	Iteration 40F: 3 clusters Score -4858652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4858656.500000 Penalty: 5221.373535
	Iteration 41Q: 3 clusters Score -4858656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4858661.500000 Penalty: 5221.373535
	Iteration 42Q: 3 clusters Score -4858662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4858657.000000 Penalty: 5221.373535
	Iteration 43Q: 3 clusters Score -4858657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4858668.500000 Penalty: 5221.373535
	Iteration 44Q: 3 clusters Score -4858668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4858671.500000 Penalty: 5221.373535
	Iteration 45Q: 3 clusters Score -4858672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4858672.000000 Penalty: 5221.373535
	Iteration 46Q: 3 clusters Score -4858672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4858680.000000 Penalty: 5221.373535
	Iteration 47Q: 3 clusters Score -4858680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4858686.000000 Penalty: 5221.373535
	Iteration 48Q: 3 clusters Score -4858686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4858681.000000 Penalty: 5221.373535
	Iteration 49Q: 3 clusters Score -4858681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4858681.000000 Penalty: 5221.373535
	Iteration 50Q: 3 clusters Score -4858681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4858681.000000 Penalty: 5221.373535
	Iteration 51Q: 3 clusters Score -4858681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4858682.500000 Penalty: 5221.373535
	Iteration 52Q: 3 clusters Score -4858682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4858677.500000 Penalty: 5221.373535
	Iteration 53Q: 3 clusters Score -4858678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4858683.000000 Penalty: 5221.373535
	Iteration 54Q: 3 clusters Score -4858683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4858683.000000 Penalty: 5221.373535
	Iteration 55F: 3 clusters Score -4858683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -543135.937500 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -543135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -539073.750000 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -539073.8 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -539949.437500 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -539949.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -540148.812500 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -540148.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -540268.500000 Penalty: 4144.151855
	Iteration 3Q: 3 clusters Score -540268.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -540370.562500 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -540370.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -540451.000000 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -540451 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -540531.000000 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -540531 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -540608.250000 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -540608.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -540688.812500 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -540688.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -540775.562500 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -540775.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -540859.000000 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -540859 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -540943.000000 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -540943 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -541028.750000 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -541028.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -541112.000000 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -541112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -541182.875000 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -541182.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -541255.937500 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -541255.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -541298.750000 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -541298.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -541340.250000 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -541340.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -541374.062500 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -541374.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -541401.062500 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -541401.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -541423.125000 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -541423.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -541436.250000 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -541436.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -541446.875000 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -541446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -541453.812500 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -541453.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541458.375000 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -541458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -541459.937500 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -541459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -541462.812500 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -541462.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -541467.875000 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -541467.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541472.187500 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -541472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541478.625000 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -541478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541481.062500 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -541481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -541483.937500 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -541483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -541490.062500 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -541490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -541492.000000 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -541492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541493.000000 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -541493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -541497.687500 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -541497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -541502.812500 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -541502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -541508.562500 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -541508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -541512.062500 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -541512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -541515.187500 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -541515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -541519.375000 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -541519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -541522.250000 Penalty: 4144.151855
	Iteration 41Q: 3 clusters Score -541522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -541523.187500 Penalty: 4144.151855
	Iteration 42Q: 3 clusters Score -541523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -541525.375000 Penalty: 4144.151855
	Iteration 43Q: 3 clusters Score -541525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -541526.375000 Penalty: 4144.151855
	Iteration 44Q: 3 clusters Score -541526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -541526.750000 Penalty: 4144.151855
	Iteration 45Q: 3 clusters Score -541526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -541526.750000 Penalty: 4144.151855
	Iteration 46F: 3 clusters Score -541526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -880254.750000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -880254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -874652.562500 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -874652.6 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -876283.750000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -876283.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -876786.250000 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -876786.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -877402.062500 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -877402.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -877986.250000 Penalty: 4379.876953
	Iteration 4F: 3 clusters Score -877986.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -878323.375000 Penalty: 4379.876953
	Iteration 5F: 3 clusters Score -878323.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -878508.250000 Penalty: 4379.876953
	Iteration 6Q: 3 clusters Score -878508.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -878607.437500 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -878607.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -878678.500000 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -878678.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -878733.875000 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -878733.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -878774.000000 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -878774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -878807.750000 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -878807.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -878840.000000 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -878840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -878875.187500 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -878875.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -878905.500000 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -878905.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -878944.062500 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -878944.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -878994.375000 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -878994.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -879052.000000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -879052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -879104.187500 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -879104.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -879142.312500 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -879142.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -879164.125000 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -879164.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -879180.500000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -879180.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -879194.250000 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -879194.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -879207.750000 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -879207.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -879218.937500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -879218.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -879227.187500 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -879227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -879235.125000 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -879235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -879238.562500 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -879238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -879246.687500 Penalty: 4379.876953
	Iteration 28Q: 3 clusters Score -879246.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -879248.687500 Penalty: 4379.876953
	Iteration 29Q: 3 clusters Score -879248.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -879256.562500 Penalty: 4379.876953
	Iteration 30Q: 3 clusters Score -879256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -879259.187500 Penalty: 4379.876953
	Iteration 31Q: 3 clusters Score -879259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -879261.500000 Penalty: 4379.876953
	Iteration 32Q: 3 clusters Score -879261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -879269.500000 Penalty: 4379.876953
	Iteration 33Q: 3 clusters Score -879269.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -879269.125000 Penalty: 4379.876953
	Iteration 34Q: 3 clusters Score -879269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -879273.687500 Penalty: 4379.876953
	Iteration 35Q: 3 clusters Score -879273.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -879281.250000 Penalty: 4379.876953
	Iteration 36Q: 3 clusters Score -879281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -879285.250000 Penalty: 4379.876953
	Iteration 37Q: 3 clusters Score -879285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -879286.875000 Penalty: 4379.876953
	Iteration 38Q: 3 clusters Score -879286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -879289.562500 Penalty: 4379.876953
	Iteration 39Q: 3 clusters Score -879289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -879290.562500 Penalty: 4379.876953
	Iteration 40F: 3 clusters Score -879290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -879291.937500 Penalty: 4379.876953
	Iteration 41Q: 3 clusters Score -879291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -879290.875000 Penalty: 4379.876953
	Iteration 42Q: 3 clusters Score -879290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -879292.625000 Penalty: 4379.876953
	Iteration 43Q: 3 clusters Score -879292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -879293.687500 Penalty: 4379.876953
	Iteration 44Q: 3 clusters Score -879293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -879295.937500 Penalty: 4379.876953
	Iteration 45Q: 3 clusters Score -879295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -879295.937500 Penalty: 4379.876953
	Iteration 46Q: 3 clusters Score -879295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -879295.937500 Penalty: 4379.876953
	Iteration 47F: 3 clusters Score -879295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Entering Unmasked Estep 
Score: -863337.437500 Penalty: 2199.506104
	Iteration 0F: 2 clusters Score -863337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -857464.562500 Penalty: 4399.012207
	Iteration 0F: 3 clusters Score -857464.6 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -859087.125000 Penalty: 4399.012207
	Iteration 1F: 3 clusters Score -859087.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -859475.687500 Penalty: 4399.012207
	Iteration 2F: 3 clusters Score -859475.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -859795.625000 Penalty: 4399.012207
	Iteration 3F: 3 clusters Score -859795.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -860038.250000 Penalty: 4399.012207
	Iteration 4F: 3 clusters Score -860038.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -860245.375000 Penalty: 4399.012207
	Iteration 5Q: 3 clusters Score -860245.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -860428.687500 Penalty: 4399.012207
	Iteration 6Q: 3 clusters Score -860428.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -860574.187500 Penalty: 4399.012207
	Iteration 7Q: 3 clusters Score -860574.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -860691.000000 Penalty: 4399.012207
	Iteration 8Q: 3 clusters Score -860691 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -860777.437500 Penalty: 4399.012207
	Iteration 9Q: 3 clusters Score -860777.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -860837.687500 Penalty: 4399.012207
	Iteration 10Q: 3 clusters Score -860837.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -860887.500000 Penalty: 4399.012207
	Iteration 11Q: 3 clusters Score -860887.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -860929.750000 Penalty: 4399.012207
	Iteration 12Q: 3 clusters Score -860929.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -860969.562500 Penalty: 4399.012207
	Iteration 13Q: 3 clusters Score -860969.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -861009.312500 Penalty: 4399.012207
	Iteration 14Q: 3 clusters Score -861009.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -861043.375000 Penalty: 4399.012207
	Iteration 15Q: 3 clusters Score -861043.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -861073.437500 Penalty: 4399.012207
	Iteration 16Q: 3 clusters Score -861073.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -861097.125000 Penalty: 4399.012207
	Iteration 17Q: 3 clusters Score -861097.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -861126.875000 Penalty: 4399.012207
	Iteration 18Q: 3 clusters Score -861126.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -861167.750000 Penalty: 4399.012207
	Iteration 19Q: 3 clusters Score -861167.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -861207.625000 Penalty: 4399.012207
	Iteration 20F: 3 clusters Score -861207.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -861256.625000 Penalty: 4399.012207
	Iteration 21Q: 3 clusters Score -861256.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -861309.812500 Penalty: 4399.012207
	Iteration 22Q: 3 clusters Score -861309.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -861367.812500 Penalty: 4399.012207
	Iteration 23Q: 3 clusters Score -861367.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -861431.500000 Penalty: 4399.012207
	Iteration 24Q: 3 clusters Score -861431.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -861506.812500 Penalty: 4399.012207
	Iteration 25Q: 3 clusters Score -861506.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -861589.812500 Penalty: 4399.012207
	Iteration 26Q: 3 clusters Score -861589.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -861673.187500 Penalty: 4399.012207
	Iteration 27Q: 3 clusters Score -861673.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -861734.687500 Penalty: 4399.012207
	Iteration 28Q: 3 clusters Score -861734.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -861774.500000 Penalty: 4399.012207
	Iteration 29Q: 3 clusters Score -861774.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -861814.437500 Penalty: 4399.012207
	Iteration 30Q: 3 clusters Score -861814.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -861847.812500 Penalty: 4399.012207
	Iteration 31Q: 3 clusters Score -861847.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -861862.562500 Penalty: 4399.012207
	Iteration 32Q: 3 clusters Score -861862.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -861871.625000 Penalty: 4399.012207
	Iteration 33Q: 3 clusters Score -861871.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -861892.437500 Penalty: 4399.012207
	Iteration 34Q: 3 clusters Score -861892.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -861925.625000 Penalty: 4399.012207
	Iteration 35Q: 3 clusters Score -861925.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -861968.937500 Penalty: 4399.012207
	Iteration 36Q: 3 clusters Score -861968.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -862028.812500 Penalty: 4399.012207
	Iteration 37Q: 3 clusters Score -862028.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -862079.312500 Penalty: 4399.012207
	Iteration 38Q: 3 clusters Score -862079.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -862110.562500 Penalty: 4399.012207
	Iteration 39Q: 3 clusters Score -862110.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -862134.562500 Penalty: 4399.012207
	Iteration 40F: 3 clusters Score -862134.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -862170.000000 Penalty: 4399.012207
	Iteration 41Q: 3 clusters Score -862170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -862187.937500 Penalty: 4399.012207
	Iteration 42Q: 3 clusters Score -862187.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -862199.687500 Penalty: 4399.012207
	Iteration 43Q: 3 clusters Score -862199.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -862205.437500 Penalty: 4399.012207
	Iteration 44Q: 3 clusters Score -862205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -862208.062500 Penalty: 4399.012207
	Iteration 45Q: 3 clusters Score -862208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -862208.687500 Penalty: 4399.012207
	Iteration 46Q: 3 clusters Score -862208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -862209.500000 Penalty: 4399.012207
	Iteration 47Q: 3 clusters Score -862209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -862211.375000 Penalty: 4399.012207
	Iteration 48Q: 3 clusters Score -862211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -862212.500000 Penalty: 4399.012207
	Iteration 49Q: 3 clusters Score -862212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -862213.687500 Penalty: 4399.012207
	Iteration 50Q: 3 clusters Score -862213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -862213.687500 Penalty: 4399.012207
	Iteration 51Q: 3 clusters Score -862213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -862214.375000 Penalty: 4399.012207
	Iteration 52Q: 3 clusters Score -862214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -862214.875000 Penalty: 4399.012207
	Iteration 53Q: 3 clusters Score -862214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -862214.875000 Penalty: 4399.012207
	Iteration 54F: 3 clusters Score -862214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112791 members 
Entering Unmasked Estep 
Score: -14767633.000000 Penalty: 2885.056396
	Iteration 0F: 2 clusters Score -1.476763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -14692212.000000 Penalty: 5770.112793
	Iteration 0F: 3 clusters Score -1.469221e+07 nChanged 53578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -14723116.000000 Penalty: 5770.112793
	Iteration 1F: 3 clusters Score -1.472312e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -14724506.000000 Penalty: 5770.112793
	Iteration 2Q: 3 clusters Score -1.472451e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -14726672.000000 Penalty: 5770.112793
	Iteration 3Q: 3 clusters Score -1.472667e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -14730023.000000 Penalty: 5770.112793
	Iteration 4F: 3 clusters Score -1.473002e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -14735228.000000 Penalty: 5770.112793
	Iteration 5F: 3 clusters Score -1.473523e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -14742968.000000 Penalty: 5770.112793
	Iteration 6F: 3 clusters Score -1.474297e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -14751335.000000 Penalty: 5770.112793
	Iteration 7F: 3 clusters Score -1.475134e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -14758633.000000 Penalty: 5770.112793
	Iteration 8F: 3 clusters Score -1.475863e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -14762643.000000 Penalty: 5770.112793
	Iteration 9Q: 3 clusters Score -1.476264e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -14764149.000000 Penalty: 5770.112793
	Iteration 10Q: 3 clusters Score -1.476415e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 112409 members 
Entering Unmasked Estep 
Score: -14764671.000000 Penalty: 5770.112793
	Iteration 11Q: 3 clusters Score -1.476467e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -14764855.000000 Penalty: 5770.112793
	Iteration 12Q: 3 clusters Score -1.476486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -14764939.000000 Penalty: 5770.112793
	Iteration 13Q: 3 clusters Score -1.476494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -14764963.000000 Penalty: 5770.112793
	Iteration 14Q: 3 clusters Score -1.476496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -14764995.000000 Penalty: 5770.112793
	Iteration 15Q: 3 clusters Score -1.4765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 112588 members 
Entering Unmasked Estep 
Score: -14765013.000000 Penalty: 5770.112793
	Iteration 16Q: 3 clusters Score -1.476501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112591 members 
Entering Unmasked Estep 
Score: -14765027.000000 Penalty: 5770.112793
	Iteration 17Q: 3 clusters Score -1.476503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -14765035.000000 Penalty: 5770.112793
	Iteration 18Q: 3 clusters Score -1.476504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -14765025.000000 Penalty: 5770.112793
	Iteration 19Q: 3 clusters Score -1.476502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112591 members 
Entering Unmasked Estep 
Score: -14765029.000000 Penalty: 5770.112793
	Iteration 20F: 3 clusters Score -1.476503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -353624.062500 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -353624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -350362.937500 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -350362.9 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -351155.812500 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -351155.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -351468.750000 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -351468.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -351652.375000 Penalty: 3983.567139
	Iteration 3F: 3 clusters Score -351652.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -351811.718750 Penalty: 3983.567139
	Iteration 4Q: 3 clusters Score -351811.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -351973.500000 Penalty: 3983.567139
	Iteration 5F: 3 clusters Score -351973.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -352093.875000 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -352093.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -352187.250000 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -352187.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -352272.312500 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -352272.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -352335.062500 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -352335.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -352371.968750 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -352372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -352399.062500 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -352399.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -352415.843750 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -352415.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -352437.375000 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -352437.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -352457.718750 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -352457.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -352470.031250 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -352470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -352482.125000 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -352482.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -352491.968750 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -352492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -352498.500000 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -352498.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -352506.062500 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -352506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -352510.187500 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -352510.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352514.687500 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -352514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -352519.156250 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -352519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352519.781250 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -352519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352520.250000 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -352520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352521.687500 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -352521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -352524.031250 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -352524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -352528.218750 Penalty: 3983.567139
	Iteration 27Q: 3 clusters Score -352528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -352530.406250 Penalty: 3983.567139
	Iteration 28Q: 3 clusters Score -352530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -352531.687500 Penalty: 3983.567139
	Iteration 29Q: 3 clusters Score -352531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -352533.312500 Penalty: 3983.567139
	Iteration 30Q: 3 clusters Score -352533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -352533.312500 Penalty: 3983.567139
	Iteration 31Q: 3 clusters Score -352533.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -352533.312500 Penalty: 3983.567139
	Iteration 32F: 3 clusters Score -352533.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Entering Unmasked Estep 
Score: -11394378.000000 Penalty: 2820.092041
	Iteration 0F: 2 clusters Score -1.139438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -11336102.000000 Penalty: 5640.184082
	Iteration 0F: 3 clusters Score -1.13361e+07 nChanged 40943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -11359066.000000 Penalty: 5640.184082
	Iteration 1F: 3 clusters Score -1.135907e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -11359940.000000 Penalty: 5640.184082
	Iteration 2Q: 3 clusters Score -1.135994e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -11361030.000000 Penalty: 5640.184082
	Iteration 3Q: 3 clusters Score -1.136103e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -11362777.000000 Penalty: 5640.184082
	Iteration 4Q: 3 clusters Score -1.136278e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -11365598.000000 Penalty: 5640.184082
	Iteration 5F: 3 clusters Score -1.13656e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -11369365.000000 Penalty: 5640.184082
	Iteration 6F: 3 clusters Score -1.136936e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -11373997.000000 Penalty: 5640.184082
	Iteration 7F: 3 clusters Score -1.1374e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -11378764.000000 Penalty: 5640.184082
	Iteration 8F: 3 clusters Score -1.137876e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -11383198.000000 Penalty: 5640.184082
	Iteration 9F: 3 clusters Score -1.13832e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -11386820.000000 Penalty: 5640.184082
	Iteration 10Q: 3 clusters Score -1.138682e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -11389339.000000 Penalty: 5640.184082
	Iteration 11Q: 3 clusters Score -1.138934e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11390764.000000 Penalty: 5640.184082
	Iteration 12Q: 3 clusters Score -1.139076e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11391476.000000 Penalty: 5640.184082
	Iteration 13Q: 3 clusters Score -1.139148e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11391812.000000 Penalty: 5640.184082
	Iteration 14Q: 3 clusters Score -1.139181e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11391994.000000 Penalty: 5640.184082
	Iteration 15Q: 3 clusters Score -1.139199e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11392095.000000 Penalty: 5640.184082
	Iteration 16Q: 3 clusters Score -1.13921e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11392133.000000 Penalty: 5640.184082
	Iteration 17Q: 3 clusters Score -1.139213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11392159.000000 Penalty: 5640.184082
	Iteration 18Q: 3 clusters Score -1.139216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11392167.000000 Penalty: 5640.184082
	Iteration 19Q: 3 clusters Score -1.139217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11392172.000000 Penalty: 5640.184082
	Iteration 20F: 3 clusters Score -1.139217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11392175.000000 Penalty: 5640.184082
	Iteration 21Q: 3 clusters Score -1.139218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11392192.000000 Penalty: 5640.184082
	Iteration 22Q: 3 clusters Score -1.139219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11392191.000000 Penalty: 5640.184082
	Iteration 23Q: 3 clusters Score -1.139219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11392200.000000 Penalty: 5640.184082
	Iteration 24Q: 3 clusters Score -1.13922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11392194.000000 Penalty: 5640.184082
	Iteration 25Q: 3 clusters Score -1.139219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11392202.000000 Penalty: 5640.184082
	Iteration 26Q: 3 clusters Score -1.13922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11392205.000000 Penalty: 5640.184082
	Iteration 27Q: 3 clusters Score -1.13922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11392203.000000 Penalty: 5640.184082
	Iteration 28Q: 3 clusters Score -1.13922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11392203.000000 Penalty: 5640.184082
	Iteration 29F: 3 clusters Score -1.13922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -1006687.625000 Penalty: 2223.212891
	Iteration 0F: 2 clusters Score -1006688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1000448.000000 Penalty: 4446.425781
	Iteration 0F: 3 clusters Score -1000448 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1002245.187500 Penalty: 4446.425781
	Iteration 1F: 3 clusters Score -1002245 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1002565.812500 Penalty: 4446.425781
	Iteration 2F: 3 clusters Score -1002566 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1002809.062500 Penalty: 4446.425781
	Iteration 3F: 3 clusters Score -1002809 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1003055.000000 Penalty: 4446.425781
	Iteration 4Q: 3 clusters Score -1003055 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1003346.562500 Penalty: 4446.425781
	Iteration 5F: 3 clusters Score -1003347 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1003664.187500 Penalty: 4446.425781
	Iteration 6F: 3 clusters Score -1003664 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1003972.250000 Penalty: 4446.425781
	Iteration 7F: 3 clusters Score -1003972 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1004201.187500 Penalty: 4446.425781
	Iteration 8Q: 3 clusters Score -1004201 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1004346.750000 Penalty: 4446.425781
	Iteration 9Q: 3 clusters Score -1004347 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1004459.125000 Penalty: 4446.425781
	Iteration 10Q: 3 clusters Score -1004459 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1004533.375000 Penalty: 4446.425781
	Iteration 11Q: 3 clusters Score -1004533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1004569.562500 Penalty: 4446.425781
	Iteration 12Q: 3 clusters Score -1004570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1004591.687500 Penalty: 4446.425781
	Iteration 13Q: 3 clusters Score -1004592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1004607.187500 Penalty: 4446.425781
	Iteration 14Q: 3 clusters Score -1004607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1004619.062500 Penalty: 4446.425781
	Iteration 15Q: 3 clusters Score -1004619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1004631.562500 Penalty: 4446.425781
	Iteration 16Q: 3 clusters Score -1004632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1004642.812500 Penalty: 4446.425781
	Iteration 17Q: 3 clusters Score -1004643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1004649.125000 Penalty: 4446.425781
	Iteration 18Q: 3 clusters Score -1004649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1004654.687500 Penalty: 4446.425781
	Iteration 19Q: 3 clusters Score -1004655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1004659.875000 Penalty: 4446.425781
	Iteration 20F: 3 clusters Score -1004660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1004665.375000 Penalty: 4446.425781
	Iteration 21Q: 3 clusters Score -1004665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1004670.687500 Penalty: 4446.425781
	Iteration 22Q: 3 clusters Score -1004671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1004672.500000 Penalty: 4446.425781
	Iteration 23Q: 3 clusters Score -1004672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1004678.000000 Penalty: 4446.425781
	Iteration 24Q: 3 clusters Score -1004678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1004683.312500 Penalty: 4446.425781
	Iteration 25Q: 3 clusters Score -1004683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1004687.312500 Penalty: 4446.425781
	Iteration 26Q: 3 clusters Score -1004687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1004694.000000 Penalty: 4446.425781
	Iteration 27Q: 3 clusters Score -1004694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1004695.187500 Penalty: 4446.425781
	Iteration 28Q: 3 clusters Score -1004695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1004697.562500 Penalty: 4446.425781
	Iteration 29Q: 3 clusters Score -1004698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1004700.000000 Penalty: 4446.425781
	Iteration 30Q: 3 clusters Score -1004700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1004701.375000 Penalty: 4446.425781
	Iteration 31Q: 3 clusters Score -1004701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1004704.625000 Penalty: 4446.425781
	Iteration 32Q: 3 clusters Score -1004705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1004707.125000 Penalty: 4446.425781
	Iteration 33Q: 3 clusters Score -1004707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1004705.312500 Penalty: 4446.425781
	Iteration 34Q: 3 clusters Score -1004705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1004710.687500 Penalty: 4446.425781
	Iteration 35Q: 3 clusters Score -1004711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1004712.375000 Penalty: 4446.425781
	Iteration 36Q: 3 clusters Score -1004712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1004711.687500 Penalty: 4446.425781
	Iteration 37Q: 3 clusters Score -1004712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1004711.312500 Penalty: 4446.425781
	Iteration 38Q: 3 clusters Score -1004711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1004712.125000 Penalty: 4446.425781
	Iteration 39Q: 3 clusters Score -1004712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1004712.250000 Penalty: 4446.425781
	Iteration 40F: 3 clusters Score -1004712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1004715.875000 Penalty: 4446.425781
	Iteration 41Q: 3 clusters Score -1004716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1004716.812500 Penalty: 4446.425781
	Iteration 42Q: 3 clusters Score -1004717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1004717.250000 Penalty: 4446.425781
	Iteration 43Q: 3 clusters Score -1004717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1004717.250000 Penalty: 4446.425781
	Iteration 44F: 3 clusters Score -1004717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Entering Unmasked Estep 
Score: -4491637.000000 Penalty: 2594.509277
	Iteration 0F: 2 clusters Score -4491637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4468033.500000 Penalty: 5189.018555
	Iteration 0F: 3 clusters Score -4468034 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4476714.000000 Penalty: 5189.018555
	Iteration 1F: 3 clusters Score -4476714 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4477289.500000 Penalty: 5189.018555
	Iteration 2Q: 3 clusters Score -4477290 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4477838.500000 Penalty: 5189.018555
	Iteration 3Q: 3 clusters Score -4477838 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4478515.000000 Penalty: 5189.018555
	Iteration 4Q: 3 clusters Score -4478515 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4479375.000000 Penalty: 5189.018555
	Iteration 5Q: 3 clusters Score -4479375 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4480436.500000 Penalty: 5189.018555
	Iteration 6F: 3 clusters Score -4480436 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -4481828.000000 Penalty: 5189.018555
	Iteration 7F: 3 clusters Score -4481828 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4483321.500000 Penalty: 5189.018555
	Iteration 8F: 3 clusters Score -4483322 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4484877.500000 Penalty: 5189.018555
	Iteration 9F: 3 clusters Score -4484878 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4486432.500000 Penalty: 5189.018555
	Iteration 10F: 3 clusters Score -4486432 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4487828.000000 Penalty: 5189.018555
	Iteration 11Q: 3 clusters Score -4487828 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4488690.000000 Penalty: 5189.018555
	Iteration 12Q: 3 clusters Score -4488690 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -4489134.500000 Penalty: 5189.018555
	Iteration 13Q: 3 clusters Score -4489134 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4489401.500000 Penalty: 5189.018555
	Iteration 14Q: 3 clusters Score -4489402 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4489563.000000 Penalty: 5189.018555
	Iteration 15Q: 3 clusters Score -4489563 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4489686.000000 Penalty: 5189.018555
	Iteration 16Q: 3 clusters Score -4489686 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -4489788.500000 Penalty: 5189.018555
	Iteration 17Q: 3 clusters Score -4489788 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4489848.500000 Penalty: 5189.018555
	Iteration 18Q: 3 clusters Score -4489848 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4489874.500000 Penalty: 5189.018555
	Iteration 19Q: 3 clusters Score -4489874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4489923.500000 Penalty: 5189.018555
	Iteration 20F: 3 clusters Score -4489924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4489944.500000 Penalty: 5189.018555
	Iteration 21Q: 3 clusters Score -4489944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4489973.500000 Penalty: 5189.018555
	Iteration 22Q: 3 clusters Score -4489974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4489991.500000 Penalty: 5189.018555
	Iteration 23Q: 3 clusters Score -4489992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4489998.000000 Penalty: 5189.018555
	Iteration 24Q: 3 clusters Score -4489998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4489996.500000 Penalty: 5189.018555
	Iteration 25Q: 3 clusters Score -4489996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4490000.500000 Penalty: 5189.018555
	Iteration 26Q: 3 clusters Score -4490000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -4490007.000000 Penalty: 5189.018555
	Iteration 27Q: 3 clusters Score -4490007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4490010.000000 Penalty: 5189.018555
	Iteration 28Q: 3 clusters Score -4490010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -4490017.500000 Penalty: 5189.018555
	Iteration 29Q: 3 clusters Score -4490018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -4490022.500000 Penalty: 5189.018555
	Iteration 30Q: 3 clusters Score -4490022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4490021.000000 Penalty: 5189.018555
	Iteration 31Q: 3 clusters Score -4490021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4490027.000000 Penalty: 5189.018555
	Iteration 32Q: 3 clusters Score -4490027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4490027.000000 Penalty: 5189.018555
	Iteration 33Q: 3 clusters Score -4490027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4490026.000000 Penalty: 5189.018555
	Iteration 34Q: 3 clusters Score -4490026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4490034.000000 Penalty: 5189.018555
	Iteration 35Q: 3 clusters Score -4490034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4490032.500000 Penalty: 5189.018555
	Iteration 36Q: 3 clusters Score -4490032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4490024.500000 Penalty: 5189.018555
	Iteration 37Q: 3 clusters Score -4490024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4490030.500000 Penalty: 5189.018555
	Iteration 38Q: 3 clusters Score -4490030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4490033.000000 Penalty: 5189.018555
	Iteration 39Q: 3 clusters Score -4490033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -4490030.500000 Penalty: 5189.018555
	Iteration 40F: 3 clusters Score -4490030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4490028.500000 Penalty: 5189.018555
	Iteration 41Q: 3 clusters Score -4490028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4490035.500000 Penalty: 5189.018555
	Iteration 42Q: 3 clusters Score -4490036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4490024.500000 Penalty: 5189.018555
	Iteration 43Q: 3 clusters Score -4490024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4490019.500000 Penalty: 5189.018555
	Iteration 44Q: 3 clusters Score -4490020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4490029.000000 Penalty: 5189.018555
	Iteration 45Q: 3 clusters Score -4490029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4490029.500000 Penalty: 5189.018555
	Iteration 46Q: 3 clusters Score -4490030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4490033.000000 Penalty: 5189.018555
	Iteration 47Q: 3 clusters Score -4490033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4490032.500000 Penalty: 5189.018555
	Iteration 48Q: 3 clusters Score -4490032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4490031.000000 Penalty: 5189.018555
	Iteration 49Q: 3 clusters Score -4490031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4490034.500000 Penalty: 5189.018555
	Iteration 50Q: 3 clusters Score -4490034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4490031.500000 Penalty: 5189.018555
	Iteration 51Q: 3 clusters Score -4490032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4490033.000000 Penalty: 5189.018555
	Iteration 52Q: 3 clusters Score -4490033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4490030.500000 Penalty: 5189.018555
	Iteration 53Q: 3 clusters Score -4490030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4490030.500000 Penalty: 5189.018555
	Iteration 54F: 3 clusters Score -4490030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -638872.875000 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -638872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -634209.000000 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -634209 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -635464.375000 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -635464.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -635811.250000 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -635811.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -636065.312500 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -636065.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -636230.437500 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -636230.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -636374.875000 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -636374.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -636512.687500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -636512.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -636636.000000 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -636636 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -636771.375000 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -636771.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -636908.937500 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -636908.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -637034.062500 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -637034.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -637151.687500 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -637151.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -637264.062500 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -637264.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -637355.937500 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -637355.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -637428.250000 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -637428.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -637472.062500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -637472.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -637501.375000 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -637501.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -637531.937500 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -637531.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -637547.000000 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -637547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -637561.125000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -637561.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -637582.062500 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -637582.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -637593.562500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -637593.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -637601.937500 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -637601.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -637611.062500 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -637611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -637614.562500 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -637614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -637618.437500 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -637618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -637620.625000 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -637620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -637621.312500 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -637621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -637621.875000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -637621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -637624.812500 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -637624.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -637629.000000 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -637629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -637633.812500 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -637633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -637634.812500 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -637634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -637639.437500 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -637639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -637643.562500 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -637643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -637647.625000 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -637647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -637651.062500 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -637651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -637652.250000 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -637652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -637652.812500 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -637652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -637653.750000 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -637653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -637654.312500 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -637654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -637653.687500 Penalty: 4246.550293
	Iteration 41Q: 3 clusters Score -637653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -637655.250000 Penalty: 4246.550293
	Iteration 42Q: 3 clusters Score -637655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -637655.312500 Penalty: 4246.550293
	Iteration 43Q: 3 clusters Score -637655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -637656.312500 Penalty: 4246.550293
	Iteration 44Q: 3 clusters Score -637656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -637658.437500 Penalty: 4246.550293
	Iteration 45Q: 3 clusters Score -637658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -637660.687500 Penalty: 4246.550293
	Iteration 46Q: 3 clusters Score -637660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -637665.875000 Penalty: 4246.550293
	Iteration 47Q: 3 clusters Score -637665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -637667.000000 Penalty: 4246.550293
	Iteration 48Q: 3 clusters Score -637667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -637668.312500 Penalty: 4246.550293
	Iteration 49Q: 3 clusters Score -637668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -637668.500000 Penalty: 4246.550293
	Iteration 50Q: 3 clusters Score -637668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -637670.312500 Penalty: 4246.550293
	Iteration 51Q: 3 clusters Score -637670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -637673.000000 Penalty: 4246.550293
	Iteration 52Q: 3 clusters Score -637673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -637674.062500 Penalty: 4246.550293
	Iteration 53Q: 3 clusters Score -637674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -637673.562500 Penalty: 4246.550293
	Iteration 54Q: 3 clusters Score -637673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -637674.437500 Penalty: 4246.550293
	Iteration 55Q: 3 clusters Score -637674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -637674.437500 Penalty: 4246.550293
	Iteration 56F: 3 clusters Score -637674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Entering Unmasked Estep 
Score: -1214765.125000 Penalty: 2265.285400
	Iteration 0F: 2 clusters Score -1214765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1207532.625000 Penalty: 4530.570801
	Iteration 0F: 3 clusters Score -1207533 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1209757.250000 Penalty: 4530.570801
	Iteration 1F: 3 clusters Score -1209757 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1210206.750000 Penalty: 4530.570801
	Iteration 2F: 3 clusters Score -1210207 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1210621.875000 Penalty: 4530.570801
	Iteration 3F: 3 clusters Score -1210622 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1211035.875000 Penalty: 4530.570801
	Iteration 4F: 3 clusters Score -1211036 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1211501.375000 Penalty: 4530.570801
	Iteration 5F: 3 clusters Score -1211501 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1212097.125000 Penalty: 4530.570801
	Iteration 6F: 3 clusters Score -1212097 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1212621.375000 Penalty: 4530.570801
	Iteration 7F: 3 clusters Score -1212621 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1212946.875000 Penalty: 4530.570801
	Iteration 8Q: 3 clusters Score -1212947 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1213161.375000 Penalty: 4530.570801
	Iteration 9Q: 3 clusters Score -1213161 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1213317.375000 Penalty: 4530.570801
	Iteration 10Q: 3 clusters Score -1213317 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1213423.750000 Penalty: 4530.570801
	Iteration 11Q: 3 clusters Score -1213424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1213504.250000 Penalty: 4530.570801
	Iteration 12Q: 3 clusters Score -1213504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1213569.750000 Penalty: 4530.570801
	Iteration 13Q: 3 clusters Score -1213570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1213610.375000 Penalty: 4530.570801
	Iteration 14Q: 3 clusters Score -1213610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1213638.625000 Penalty: 4530.570801
	Iteration 15Q: 3 clusters Score -1213639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1213656.375000 Penalty: 4530.570801
	Iteration 16Q: 3 clusters Score -1213656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1213671.875000 Penalty: 4530.570801
	Iteration 17Q: 3 clusters Score -1213672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1213690.250000 Penalty: 4530.570801
	Iteration 18Q: 3 clusters Score -1213690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1213703.125000 Penalty: 4530.570801
	Iteration 19Q: 3 clusters Score -1213703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1213718.750000 Penalty: 4530.570801
	Iteration 20F: 3 clusters Score -1213719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1213729.000000 Penalty: 4530.570801
	Iteration 21Q: 3 clusters Score -1213729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1213737.250000 Penalty: 4530.570801
	Iteration 22Q: 3 clusters Score -1213737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1213743.000000 Penalty: 4530.570801
	Iteration 23Q: 3 clusters Score -1213743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1213752.625000 Penalty: 4530.570801
	Iteration 24Q: 3 clusters Score -1213753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1213759.750000 Penalty: 4530.570801
	Iteration 25Q: 3 clusters Score -1213760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1213766.625000 Penalty: 4530.570801
	Iteration 26Q: 3 clusters Score -1213767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1213769.625000 Penalty: 4530.570801
	Iteration 27Q: 3 clusters Score -1213770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1213773.250000 Penalty: 4530.570801
	Iteration 28Q: 3 clusters Score -1213773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1213778.500000 Penalty: 4530.570801
	Iteration 29Q: 3 clusters Score -1213778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1213783.875000 Penalty: 4530.570801
	Iteration 30Q: 3 clusters Score -1213784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1213786.125000 Penalty: 4530.570801
	Iteration 31Q: 3 clusters Score -1213786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1213789.750000 Penalty: 4530.570801
	Iteration 32Q: 3 clusters Score -1213790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1213794.375000 Penalty: 4530.570801
	Iteration 33Q: 3 clusters Score -1213794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1213794.750000 Penalty: 4530.570801
	Iteration 34Q: 3 clusters Score -1213795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1213796.375000 Penalty: 4530.570801
	Iteration 35Q: 3 clusters Score -1213796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1213803.250000 Penalty: 4530.570801
	Iteration 36Q: 3 clusters Score -1213803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1213802.625000 Penalty: 4530.570801
	Iteration 37Q: 3 clusters Score -1213803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1213806.750000 Penalty: 4530.570801
	Iteration 38Q: 3 clusters Score -1213807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1213814.000000 Penalty: 4530.570801
	Iteration 39Q: 3 clusters Score -1213814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1213816.875000 Penalty: 4530.570801
	Iteration 40F: 3 clusters Score -1213817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1213820.500000 Penalty: 4530.570801
	Iteration 41Q: 3 clusters Score -1213820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1213824.500000 Penalty: 4530.570801
	Iteration 42Q: 3 clusters Score -1213824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1213827.375000 Penalty: 4530.570801
	Iteration 43Q: 3 clusters Score -1213827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1213834.000000 Penalty: 4530.570801
	Iteration 44Q: 3 clusters Score -1213834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1213837.875000 Penalty: 4530.570801
	Iteration 45Q: 3 clusters Score -1213838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1213840.375000 Penalty: 4530.570801
	Iteration 46Q: 3 clusters Score -1213840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1213845.500000 Penalty: 4530.570801
	Iteration 47Q: 3 clusters Score -1213846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1213848.875000 Penalty: 4530.570801
	Iteration 48Q: 3 clusters Score -1213849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1213854.250000 Penalty: 4530.570801
	Iteration 49Q: 3 clusters Score -1213854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1213854.000000 Penalty: 4530.570801
	Iteration 50Q: 3 clusters Score -1213854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1213856.500000 Penalty: 4530.570801
	Iteration 51Q: 3 clusters Score -1213856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1213860.125000 Penalty: 4530.570801
	Iteration 52Q: 3 clusters Score -1213860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1213864.875000 Penalty: 4530.570801
	Iteration 53Q: 3 clusters Score -1213865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1213870.125000 Penalty: 4530.570801
	Iteration 54Q: 3 clusters Score -1213870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1213871.750000 Penalty: 4530.570801
	Iteration 55Q: 3 clusters Score -1213872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1213879.125000 Penalty: 4530.570801
	Iteration 56Q: 3 clusters Score -1213879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1213882.125000 Penalty: 4530.570801
	Iteration 57Q: 3 clusters Score -1213882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1213889.875000 Penalty: 4530.570801
	Iteration 58Q: 3 clusters Score -1213890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1213892.875000 Penalty: 4530.570801
	Iteration 59Q: 3 clusters Score -1213893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1213896.875000 Penalty: 4530.570801
	Iteration 60F: 3 clusters Score -1213897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1213896.000000 Penalty: 4530.570801
	Iteration 61Q: 3 clusters Score -1213896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1213899.125000 Penalty: 4530.570801
	Iteration 62Q: 3 clusters Score -1213899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1213903.250000 Penalty: 4530.570801
	Iteration 63Q: 3 clusters Score -1213903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1213906.625000 Penalty: 4530.570801
	Iteration 64Q: 3 clusters Score -1213907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1213909.625000 Penalty: 4530.570801
	Iteration 65Q: 3 clusters Score -1213910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1213913.250000 Penalty: 4530.570801
	Iteration 66Q: 3 clusters Score -1213913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1213923.875000 Penalty: 4530.570801
	Iteration 67Q: 3 clusters Score -1213924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1213927.375000 Penalty: 4530.570801
	Iteration 68Q: 3 clusters Score -1213927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1213936.000000 Penalty: 4530.570801
	Iteration 69Q: 3 clusters Score -1213936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1213945.750000 Penalty: 4530.570801
	Iteration 70Q: 3 clusters Score -1213946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1213951.375000 Penalty: 4530.570801
	Iteration 71Q: 3 clusters Score -1213951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1213956.750000 Penalty: 4530.570801
	Iteration 72Q: 3 clusters Score -1213957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1213960.125000 Penalty: 4530.570801
	Iteration 73Q: 3 clusters Score -1213960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1213966.250000 Penalty: 4530.570801
	Iteration 74Q: 3 clusters Score -1213966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1213968.750000 Penalty: 4530.570801
	Iteration 75Q: 3 clusters Score -1213969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1213974.750000 Penalty: 4530.570801
	Iteration 76Q: 3 clusters Score -1213975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1213976.375000 Penalty: 4530.570801
	Iteration 77Q: 3 clusters Score -1213976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1213978.625000 Penalty: 4530.570801
	Iteration 78Q: 3 clusters Score -1213979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1213979.625000 Penalty: 4530.570801
	Iteration 79Q: 3 clusters Score -1213980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1213981.375000 Penalty: 4530.570801
	Iteration 80F: 3 clusters Score -1213981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1213981.500000 Penalty: 4530.570801
	Iteration 81Q: 3 clusters Score -1213982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1213980.500000 Penalty: 4530.570801
	Iteration 82Q: 3 clusters Score -1213980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1213982.125000 Penalty: 4530.570801
	Iteration 83Q: 3 clusters Score -1213982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1213986.375000 Penalty: 4530.570801
	Iteration 84Q: 3 clusters Score -1213986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1213987.500000 Penalty: 4530.570801
	Iteration 85Q: 3 clusters Score -1213988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1213988.750000 Penalty: 4530.570801
	Iteration 86Q: 3 clusters Score -1213989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1213990.000000 Penalty: 4530.570801
	Iteration 87Q: 3 clusters Score -1213990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1213988.625000 Penalty: 4530.570801
	Iteration 88Q: 3 clusters Score -1213989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1213991.250000 Penalty: 4530.570801
	Iteration 89Q: 3 clusters Score -1213991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1213991.875000 Penalty: 4530.570801
	Iteration 90Q: 3 clusters Score -1213992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1213987.625000 Penalty: 4530.570801
	Iteration 91Q: 3 clusters Score -1213988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1213989.375000 Penalty: 4530.570801
	Iteration 92Q: 3 clusters Score -1213989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1213991.500000 Penalty: 4530.570801
	Iteration 93Q: 3 clusters Score -1213992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1213995.500000 Penalty: 4530.570801
	Iteration 94Q: 3 clusters Score -1213996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1213996.125000 Penalty: 4530.570801
	Iteration 95Q: 3 clusters Score -1213996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1213996.750000 Penalty: 4530.570801
	Iteration 96Q: 3 clusters Score -1213997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1213996.375000 Penalty: 4530.570801
	Iteration 97Q: 3 clusters Score -1213996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1213996.375000 Penalty: 4530.570801
	Iteration 98F: 3 clusters Score -1213996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -434120.031250 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -434120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -430655.562500 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -430655.6 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -431401.750000 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -431401.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -431583.281250 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -431583.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -431678.875000 Penalty: 4029.725586
	Iteration 3Q: 3 clusters Score -431678.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -431758.062500 Penalty: 4029.725586
	Iteration 4Q: 3 clusters Score -431758.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -431822.687500 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -431822.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -431877.593750 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -431877.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -431932.781250 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -431932.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -431982.406250 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -431982.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -432021.093750 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -432021.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -432046.281250 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -432046.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -432072.656250 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -432072.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -432097.250000 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -432097.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -432113.937500 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -432113.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -432141.437500 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -432141.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -432170.875000 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -432170.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -432203.437500 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -432203.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -432237.218750 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -432237.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -432278.625000 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -432278.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -432325.562500 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -432325.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -432366.437500 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -432366.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -432400.906250 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -432400.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -432429.312500 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -432429.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -432460.093750 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -432460.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -432491.406250 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -432491.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -432523.312500 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -432523.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -432559.875000 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -432559.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -432592.312500 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -432592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -432609.250000 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -432609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -432622.968750 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -432623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -432628.593750 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -432628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -432633.468750 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -432633.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -432641.062500 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -432641.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -432650.312500 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -432650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -432655.812500 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -432655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -432660.468750 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -432660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -432661.843750 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -432661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -432663.812500 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -432663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -432665.656250 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -432665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -432666.093750 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -432666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -432666.468750 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -432666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -231209.921875 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -231209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -228723.203125 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -228723.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229132.125000 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -229132.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -229256.531250 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -229256.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -229324.156250 Penalty: 3711.968018
	Iteration 3Q: 3 clusters Score -229324.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -229361.078125 Penalty: 3711.968018
	Iteration 4Q: 3 clusters Score -229361.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229386.046875 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -229386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -229407.718750 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -229407.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229422.484375 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -229422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229433.203125 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -229433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229441.515625 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -229441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229452.046875 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -229452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229461.375000 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -229461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229475.109375 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -229475.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229489.000000 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -229489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229501.984375 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -229502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229510.421875 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -229510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229518.890625 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -229518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229526.406250 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -229526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229531.796875 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -229531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229535.109375 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -229535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229536.546875 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -229536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -840775.000000 Penalty: 2176.106201
	Iteration 0F: 2 clusters Score -840775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -835325.250000 Penalty: 4352.212402
	Iteration 0F: 3 clusters Score -835325.2 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -836730.125000 Penalty: 4352.212402
	Iteration 1F: 3 clusters Score -836730.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -836979.750000 Penalty: 4352.212402
	Iteration 2F: 3 clusters Score -836979.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -837185.500000 Penalty: 4352.212402
	Iteration 3F: 3 clusters Score -837185.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -837338.562500 Penalty: 4352.212402
	Iteration 4Q: 3 clusters Score -837338.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -837508.437500 Penalty: 4352.212402
	Iteration 5Q: 3 clusters Score -837508.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -837668.750000 Penalty: 4352.212402
	Iteration 6Q: 3 clusters Score -837668.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -837834.187500 Penalty: 4352.212402
	Iteration 7Q: 3 clusters Score -837834.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -837989.312500 Penalty: 4352.212402
	Iteration 8Q: 3 clusters Score -837989.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -838139.312500 Penalty: 4352.212402
	Iteration 9Q: 3 clusters Score -838139.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -838252.312500 Penalty: 4352.212402
	Iteration 10Q: 3 clusters Score -838252.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -838349.812500 Penalty: 4352.212402
	Iteration 11Q: 3 clusters Score -838349.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -838414.000000 Penalty: 4352.212402
	Iteration 12Q: 3 clusters Score -838414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -838453.562500 Penalty: 4352.212402
	Iteration 13Q: 3 clusters Score -838453.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -838483.125000 Penalty: 4352.212402
	Iteration 14Q: 3 clusters Score -838483.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -838514.562500 Penalty: 4352.212402
	Iteration 15Q: 3 clusters Score -838514.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -838541.312500 Penalty: 4352.212402
	Iteration 16Q: 3 clusters Score -838541.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -838567.562500 Penalty: 4352.212402
	Iteration 17Q: 3 clusters Score -838567.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -838583.250000 Penalty: 4352.212402
	Iteration 18Q: 3 clusters Score -838583.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -838597.187500 Penalty: 4352.212402
	Iteration 19Q: 3 clusters Score -838597.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -838611.562500 Penalty: 4352.212402
	Iteration 20F: 3 clusters Score -838611.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -838624.937500 Penalty: 4352.212402
	Iteration 21Q: 3 clusters Score -838624.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -838639.312500 Penalty: 4352.212402
	Iteration 22Q: 3 clusters Score -838639.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -838657.562500 Penalty: 4352.212402
	Iteration 23Q: 3 clusters Score -838657.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -838675.750000 Penalty: 4352.212402
	Iteration 24Q: 3 clusters Score -838675.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -838693.125000 Penalty: 4352.212402
	Iteration 25Q: 3 clusters Score -838693.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -838709.125000 Penalty: 4352.212402
	Iteration 26Q: 3 clusters Score -838709.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -838726.312500 Penalty: 4352.212402
	Iteration 27Q: 3 clusters Score -838726.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -838747.062500 Penalty: 4352.212402
	Iteration 28Q: 3 clusters Score -838747.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -838776.500000 Penalty: 4352.212402
	Iteration 29Q: 3 clusters Score -838776.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -838810.437500 Penalty: 4352.212402
	Iteration 30Q: 3 clusters Score -838810.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -838839.875000 Penalty: 4352.212402
	Iteration 31Q: 3 clusters Score -838839.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -838873.125000 Penalty: 4352.212402
	Iteration 32Q: 3 clusters Score -838873.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -838921.250000 Penalty: 4352.212402
	Iteration 33Q: 3 clusters Score -838921.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -838995.625000 Penalty: 4352.212402
	Iteration 34Q: 3 clusters Score -838995.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -839096.937500 Penalty: 4352.212402
	Iteration 35Q: 3 clusters Score -839096.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -839255.250000 Penalty: 4352.212402
	Iteration 36Q: 3 clusters Score -839255.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -839514.875000 Penalty: 4352.212402
	Iteration 37Q: 3 clusters Score -839514.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -839768.625000 Penalty: 4352.212402
	Iteration 38Q: 3 clusters Score -839768.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -839941.687500 Penalty: 4352.212402
	Iteration 39Q: 3 clusters Score -839941.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -840026.125000 Penalty: 4352.212402
	Iteration 40F: 3 clusters Score -840026.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -840058.250000 Penalty: 4352.212402
	Iteration 41Q: 3 clusters Score -840058.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -840072.312500 Penalty: 4352.212402
	Iteration 42Q: 3 clusters Score -840072.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -840077.375000 Penalty: 4352.212402
	Iteration 43Q: 3 clusters Score -840077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -840081.687500 Penalty: 4352.212402
	Iteration 44Q: 3 clusters Score -840081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -840080.937500 Penalty: 4352.212402
	Iteration 45Q: 3 clusters Score -840080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -840081.187500 Penalty: 4352.212402
	Iteration 46Q: 3 clusters Score -840081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -840082.000000 Penalty: 4352.212402
	Iteration 47Q: 3 clusters Score -840082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -840083.187500 Penalty: 4352.212402
	Iteration 48Q: 3 clusters Score -840083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -840083.187500 Penalty: 4352.212402
	Iteration 49F: 3 clusters Score -840083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -68704.304688 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -68704.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67181.281250 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -67181.28 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67562.898438 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -67562.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67718.210938 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -67718.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67908.906250 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -67908.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68072.593750 Penalty: 3159.470947
	Iteration 4F: 3 clusters Score -68072.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68157.023438 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -68157.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68187.343750 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -68187.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68205.335938 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -68205.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68246.765625 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -68246.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68261.828125 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -68261.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68263.679688 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -68263.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68265.625000 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -68265.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68265.625000 Penalty: 3159.470947
	Iteration 12F: 3 clusters Score -68265.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Entering Unmasked Estep 
Score: -4278262.000000 Penalty: 2595.182373
	Iteration 0F: 2 clusters Score -4278262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4254357.500000 Penalty: 5190.364746
	Iteration 0F: 3 clusters Score -4254358 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4263464.000000 Penalty: 5190.364746
	Iteration 1F: 3 clusters Score -4263464 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4264449.500000 Penalty: 5190.364746
	Iteration 2F: 3 clusters Score -4264450 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4265399.000000 Penalty: 5190.364746
	Iteration 3F: 3 clusters Score -4265399 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4266391.000000 Penalty: 5190.364746
	Iteration 4F: 3 clusters Score -4266391 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4267367.000000 Penalty: 5190.364746
	Iteration 5F: 3 clusters Score -4267367 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4268362.000000 Penalty: 5190.364746
	Iteration 6F: 3 clusters Score -4268362 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4269216.500000 Penalty: 5190.364746
	Iteration 7Q: 3 clusters Score -4269216 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4269935.000000 Penalty: 5190.364746
	Iteration 8Q: 3 clusters Score -4269935 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4270494.000000 Penalty: 5190.364746
	Iteration 9Q: 3 clusters Score -4270494 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4270953.500000 Penalty: 5190.364746
	Iteration 10Q: 3 clusters Score -4270954 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4271325.000000 Penalty: 5190.364746
	Iteration 11Q: 3 clusters Score -4271325 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4271701.500000 Penalty: 5190.364746
	Iteration 12Q: 3 clusters Score -4271702 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4271988.000000 Penalty: 5190.364746
	Iteration 13Q: 3 clusters Score -4271988 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4272298.000000 Penalty: 5190.364746
	Iteration 14Q: 3 clusters Score -4272298 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4272536.500000 Penalty: 5190.364746
	Iteration 15Q: 3 clusters Score -4272536 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4272705.000000 Penalty: 5190.364746
	Iteration 16Q: 3 clusters Score -4272705 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4272820.000000 Penalty: 5190.364746
	Iteration 17Q: 3 clusters Score -4272820 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4272923.500000 Penalty: 5190.364746
	Iteration 18Q: 3 clusters Score -4272924 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4273026.500000 Penalty: 5190.364746
	Iteration 19Q: 3 clusters Score -4273026 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4273065.000000 Penalty: 5190.364746
	Iteration 20F: 3 clusters Score -4273065 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4273137.000000 Penalty: 5190.364746
	Iteration 21Q: 3 clusters Score -4273137 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4273197.000000 Penalty: 5190.364746
	Iteration 22Q: 3 clusters Score -4273197 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4273246.000000 Penalty: 5190.364746
	Iteration 23Q: 3 clusters Score -4273246 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4273292.500000 Penalty: 5190.364746
	Iteration 24Q: 3 clusters Score -4273292 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4273310.000000 Penalty: 5190.364746
	Iteration 25Q: 3 clusters Score -4273310 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4273353.000000 Penalty: 5190.364746
	Iteration 26Q: 3 clusters Score -4273353 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -4273410.000000 Penalty: 5190.364746
	Iteration 27Q: 3 clusters Score -4273410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4273455.500000 Penalty: 5190.364746
	Iteration 28Q: 3 clusters Score -4273456 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4273519.000000 Penalty: 5190.364746
	Iteration 29Q: 3 clusters Score -4273519 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -4273596.000000 Penalty: 5190.364746
	Iteration 30Q: 3 clusters Score -4273596 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4273651.500000 Penalty: 5190.364746
	Iteration 31Q: 3 clusters Score -4273652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4273705.000000 Penalty: 5190.364746
	Iteration 32Q: 3 clusters Score -4273705 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4273784.500000 Penalty: 5190.364746
	Iteration 33Q: 3 clusters Score -4273784 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4273842.500000 Penalty: 5190.364746
	Iteration 34Q: 3 clusters Score -4273842 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4273939.500000 Penalty: 5190.364746
	Iteration 35Q: 3 clusters Score -4273940 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4274025.000000 Penalty: 5190.364746
	Iteration 36Q: 3 clusters Score -4274025 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4274110.500000 Penalty: 5190.364746
	Iteration 37Q: 3 clusters Score -4274110 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4274202.000000 Penalty: 5190.364746
	Iteration 38Q: 3 clusters Score -4274202 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -4274333.500000 Penalty: 5190.364746
	Iteration 39Q: 3 clusters Score -4274334 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4274451.500000 Penalty: 5190.364746
	Iteration 40F: 3 clusters Score -4274452 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4274608.500000 Penalty: 5190.364746
	Iteration 41Q: 3 clusters Score -4274608 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4274770.500000 Penalty: 5190.364746
	Iteration 42Q: 3 clusters Score -4274770 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4274883.500000 Penalty: 5190.364746
	Iteration 43Q: 3 clusters Score -4274884 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4275007.500000 Penalty: 5190.364746
	Iteration 44Q: 3 clusters Score -4275008 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4275144.000000 Penalty: 5190.364746
	Iteration 45Q: 3 clusters Score -4275144 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4275265.500000 Penalty: 5190.364746
	Iteration 46Q: 3 clusters Score -4275266 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4275424.500000 Penalty: 5190.364746
	Iteration 47Q: 3 clusters Score -4275424 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4275592.500000 Penalty: 5190.364746
	Iteration 48Q: 3 clusters Score -4275592 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4275763.500000 Penalty: 5190.364746
	Iteration 49Q: 3 clusters Score -4275764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4275923.000000 Penalty: 5190.364746
	Iteration 50Q: 3 clusters Score -4275923 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4276046.500000 Penalty: 5190.364746
	Iteration 51Q: 3 clusters Score -4276046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4276151.500000 Penalty: 5190.364746
	Iteration 52Q: 3 clusters Score -4276152 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4276248.000000 Penalty: 5190.364746
	Iteration 53Q: 3 clusters Score -4276248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4276333.000000 Penalty: 5190.364746
	Iteration 54Q: 3 clusters Score -4276333 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4276368.500000 Penalty: 5190.364746
	Iteration 55Q: 3 clusters Score -4276368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4276423.500000 Penalty: 5190.364746
	Iteration 56Q: 3 clusters Score -4276424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4276437.500000 Penalty: 5190.364746
	Iteration 57Q: 3 clusters Score -4276438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4276468.500000 Penalty: 5190.364746
	Iteration 58Q: 3 clusters Score -4276468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4276507.000000 Penalty: 5190.364746
	Iteration 59Q: 3 clusters Score -4276507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4276533.000000 Penalty: 5190.364746
	Iteration 60F: 3 clusters Score -4276533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4276561.000000 Penalty: 5190.364746
	Iteration 61Q: 3 clusters Score -4276561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4276582.500000 Penalty: 5190.364746
	Iteration 62Q: 3 clusters Score -4276582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4276608.000000 Penalty: 5190.364746
	Iteration 63Q: 3 clusters Score -4276608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4276638.500000 Penalty: 5190.364746
	Iteration 64Q: 3 clusters Score -4276638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4276664.500000 Penalty: 5190.364746
	Iteration 65Q: 3 clusters Score -4276664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4276693.000000 Penalty: 5190.364746
	Iteration 66Q: 3 clusters Score -4276693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4276716.500000 Penalty: 5190.364746
	Iteration 67Q: 3 clusters Score -4276716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4276725.000000 Penalty: 5190.364746
	Iteration 68Q: 3 clusters Score -4276725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4276738.500000 Penalty: 5190.364746
	Iteration 69Q: 3 clusters Score -4276738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4276757.000000 Penalty: 5190.364746
	Iteration 70Q: 3 clusters Score -4276757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4276771.500000 Penalty: 5190.364746
	Iteration 71Q: 3 clusters Score -4276772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4276780.500000 Penalty: 5190.364746
	Iteration 72Q: 3 clusters Score -4276780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4276792.000000 Penalty: 5190.364746
	Iteration 73Q: 3 clusters Score -4276792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4276802.500000 Penalty: 5190.364746
	Iteration 74Q: 3 clusters Score -4276802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4276802.000000 Penalty: 5190.364746
	Iteration 75Q: 3 clusters Score -4276802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4276801.500000 Penalty: 5190.364746
	Iteration 76Q: 3 clusters Score -4276802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4276809.500000 Penalty: 5190.364746
	Iteration 77Q: 3 clusters Score -4276810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4276813.500000 Penalty: 5190.364746
	Iteration 78Q: 3 clusters Score -4276814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4276818.000000 Penalty: 5190.364746
	Iteration 79Q: 3 clusters Score -4276818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4276812.500000 Penalty: 5190.364746
	Iteration 80F: 3 clusters Score -4276812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4276820.500000 Penalty: 5190.364746
	Iteration 81Q: 3 clusters Score -4276820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4276818.000000 Penalty: 5190.364746
	Iteration 82Q: 3 clusters Score -4276818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4276815.000000 Penalty: 5190.364746
	Iteration 83Q: 3 clusters Score -4276815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4276816.500000 Penalty: 5190.364746
	Iteration 84Q: 3 clusters Score -4276816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4276818.000000 Penalty: 5190.364746
	Iteration 85Q: 3 clusters Score -4276818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4276815.000000 Penalty: 5190.364746
	Iteration 86Q: 3 clusters Score -4276815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4276815.500000 Penalty: 5190.364746
	Iteration 87Q: 3 clusters Score -4276816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4276815.500000 Penalty: 5190.364746
	Iteration 88F: 3 clusters Score -4276816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Entering Unmasked Estep 
Score: -1820044.250000 Penalty: 2383.825195
	Iteration 0F: 2 clusters Score -1820044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1809332.125000 Penalty: 4767.650391
	Iteration 0F: 3 clusters Score -1809332 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1813006.000000 Penalty: 4767.650391
	Iteration 1F: 3 clusters Score -1813006 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1813528.125000 Penalty: 4767.650391
	Iteration 2F: 3 clusters Score -1813528 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1813983.125000 Penalty: 4767.650391
	Iteration 3F: 3 clusters Score -1813983 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1814423.875000 Penalty: 4767.650391
	Iteration 4F: 3 clusters Score -1814424 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1814856.500000 Penalty: 4767.650391
	Iteration 5F: 3 clusters Score -1814856 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1815302.125000 Penalty: 4767.650391
	Iteration 6F: 3 clusters Score -1815302 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1815767.250000 Penalty: 4767.650391
	Iteration 7F: 3 clusters Score -1815767 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1816201.750000 Penalty: 4767.650391
	Iteration 8Q: 3 clusters Score -1816202 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1816658.375000 Penalty: 4767.650391
	Iteration 9Q: 3 clusters Score -1816658 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1817057.000000 Penalty: 4767.650391
	Iteration 10Q: 3 clusters Score -1817057 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1817352.750000 Penalty: 4767.650391
	Iteration 11Q: 3 clusters Score -1817353 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1817552.750000 Penalty: 4767.650391
	Iteration 12Q: 3 clusters Score -1817553 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1817700.000000 Penalty: 4767.650391
	Iteration 13Q: 3 clusters Score -1817700 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1817794.500000 Penalty: 4767.650391
	Iteration 14Q: 3 clusters Score -1817794 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1817881.250000 Penalty: 4767.650391
	Iteration 15Q: 3 clusters Score -1817881 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1817946.625000 Penalty: 4767.650391
	Iteration 16Q: 3 clusters Score -1817947 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1818004.375000 Penalty: 4767.650391
	Iteration 17Q: 3 clusters Score -1818004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1818045.500000 Penalty: 4767.650391
	Iteration 18Q: 3 clusters Score -1818046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1818081.375000 Penalty: 4767.650391
	Iteration 19Q: 3 clusters Score -1818081 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1818127.375000 Penalty: 4767.650391
	Iteration 20F: 3 clusters Score -1818127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1818153.250000 Penalty: 4767.650391
	Iteration 21Q: 3 clusters Score -1818153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1818185.375000 Penalty: 4767.650391
	Iteration 22Q: 3 clusters Score -1818185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1818211.125000 Penalty: 4767.650391
	Iteration 23Q: 3 clusters Score -1818211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1818234.875000 Penalty: 4767.650391
	Iteration 24Q: 3 clusters Score -1818235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1818256.000000 Penalty: 4767.650391
	Iteration 25Q: 3 clusters Score -1818256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1818271.625000 Penalty: 4767.650391
	Iteration 26Q: 3 clusters Score -1818272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1818285.875000 Penalty: 4767.650391
	Iteration 27Q: 3 clusters Score -1818286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1818293.625000 Penalty: 4767.650391
	Iteration 28Q: 3 clusters Score -1818294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1818316.750000 Penalty: 4767.650391
	Iteration 29Q: 3 clusters Score -1818317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1818330.625000 Penalty: 4767.650391
	Iteration 30Q: 3 clusters Score -1818331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1818334.000000 Penalty: 4767.650391
	Iteration 31Q: 3 clusters Score -1818334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1818343.750000 Penalty: 4767.650391
	Iteration 32Q: 3 clusters Score -1818344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1818352.625000 Penalty: 4767.650391
	Iteration 33Q: 3 clusters Score -1818353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1818358.500000 Penalty: 4767.650391
	Iteration 34Q: 3 clusters Score -1818358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1818364.125000 Penalty: 4767.650391
	Iteration 35Q: 3 clusters Score -1818364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1818365.750000 Penalty: 4767.650391
	Iteration 36Q: 3 clusters Score -1818366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1818369.875000 Penalty: 4767.650391
	Iteration 37Q: 3 clusters Score -1818370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1818371.875000 Penalty: 4767.650391
	Iteration 38Q: 3 clusters Score -1818372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1818373.500000 Penalty: 4767.650391
	Iteration 39Q: 3 clusters Score -1818374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1818381.875000 Penalty: 4767.650391
	Iteration 40F: 3 clusters Score -1818382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1818384.625000 Penalty: 4767.650391
	Iteration 41Q: 3 clusters Score -1818385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1818399.125000 Penalty: 4767.650391
	Iteration 42Q: 3 clusters Score -1818399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1818401.000000 Penalty: 4767.650391
	Iteration 43Q: 3 clusters Score -1818401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1818407.375000 Penalty: 4767.650391
	Iteration 44Q: 3 clusters Score -1818407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1818407.875000 Penalty: 4767.650391
	Iteration 45Q: 3 clusters Score -1818408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1818413.125000 Penalty: 4767.650391
	Iteration 46Q: 3 clusters Score -1818413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1818414.750000 Penalty: 4767.650391
	Iteration 47Q: 3 clusters Score -1818415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1818417.000000 Penalty: 4767.650391
	Iteration 48Q: 3 clusters Score -1818417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1818423.125000 Penalty: 4767.650391
	Iteration 49Q: 3 clusters Score -1818423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1818429.500000 Penalty: 4767.650391
	Iteration 50Q: 3 clusters Score -1818430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1818433.125000 Penalty: 4767.650391
	Iteration 51Q: 3 clusters Score -1818433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1818439.875000 Penalty: 4767.650391
	Iteration 52Q: 3 clusters Score -1818440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1818445.375000 Penalty: 4767.650391
	Iteration 53Q: 3 clusters Score -1818445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1818453.500000 Penalty: 4767.650391
	Iteration 54Q: 3 clusters Score -1818454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1818457.625000 Penalty: 4767.650391
	Iteration 55Q: 3 clusters Score -1818458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1818466.875000 Penalty: 4767.650391
	Iteration 56Q: 3 clusters Score -1818467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1818473.750000 Penalty: 4767.650391
	Iteration 57Q: 3 clusters Score -1818474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1818482.125000 Penalty: 4767.650391
	Iteration 58Q: 3 clusters Score -1818482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1818481.375000 Penalty: 4767.650391
	Iteration 59Q: 3 clusters Score -1818481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1818489.875000 Penalty: 4767.650391
	Iteration 60F: 3 clusters Score -1818490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1818498.250000 Penalty: 4767.650391
	Iteration 61Q: 3 clusters Score -1818498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1818513.375000 Penalty: 4767.650391
	Iteration 62Q: 3 clusters Score -1818513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1818524.500000 Penalty: 4767.650391
	Iteration 63Q: 3 clusters Score -1818524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1818534.000000 Penalty: 4767.650391
	Iteration 64Q: 3 clusters Score -1818534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1818547.500000 Penalty: 4767.650391
	Iteration 65Q: 3 clusters Score -1818548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1818566.500000 Penalty: 4767.650391
	Iteration 66Q: 3 clusters Score -1818566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1818583.500000 Penalty: 4767.650391
	Iteration 67Q: 3 clusters Score -1818584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1818593.000000 Penalty: 4767.650391
	Iteration 68Q: 3 clusters Score -1818593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1818601.250000 Penalty: 4767.650391
	Iteration 69Q: 3 clusters Score -1818601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1818608.375000 Penalty: 4767.650391
	Iteration 70Q: 3 clusters Score -1818608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1818615.750000 Penalty: 4767.650391
	Iteration 71Q: 3 clusters Score -1818616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1818628.125000 Penalty: 4767.650391
	Iteration 72Q: 3 clusters Score -1818628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1818637.125000 Penalty: 4767.650391
	Iteration 73Q: 3 clusters Score -1818637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1818643.500000 Penalty: 4767.650391
	Iteration 74Q: 3 clusters Score -1818644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1818651.875000 Penalty: 4767.650391
	Iteration 75Q: 3 clusters Score -1818652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1818661.125000 Penalty: 4767.650391
	Iteration 76Q: 3 clusters Score -1818661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1818663.625000 Penalty: 4767.650391
	Iteration 77Q: 3 clusters Score -1818664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1818667.250000 Penalty: 4767.650391
	Iteration 78Q: 3 clusters Score -1818667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1818670.875000 Penalty: 4767.650391
	Iteration 79Q: 3 clusters Score -1818671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1818669.750000 Penalty: 4767.650391
	Iteration 80F: 3 clusters Score -1818670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1818673.625000 Penalty: 4767.650391
	Iteration 81Q: 3 clusters Score -1818674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1818673.500000 Penalty: 4767.650391
	Iteration 82Q: 3 clusters Score -1818674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1818676.375000 Penalty: 4767.650391
	Iteration 83Q: 3 clusters Score -1818676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1818679.125000 Penalty: 4767.650391
	Iteration 84Q: 3 clusters Score -1818679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1818681.500000 Penalty: 4767.650391
	Iteration 85Q: 3 clusters Score -1818682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1818686.000000 Penalty: 4767.650391
	Iteration 86Q: 3 clusters Score -1818686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1818684.375000 Penalty: 4767.650391
	Iteration 87Q: 3 clusters Score -1818684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1818689.375000 Penalty: 4767.650391
	Iteration 88Q: 3 clusters Score -1818689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1818688.000000 Penalty: 4767.650391
	Iteration 89Q: 3 clusters Score -1818688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1818688.000000 Penalty: 4767.650391
	Iteration 90F: 3 clusters Score -1818688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -322740.281250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -322740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -319758.312500 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -319758.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -320348.656250 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -320348.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -320531.812500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -320531.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -320644.187500 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -320644.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -320725.312500 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -320725.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -320796.437500 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -320796.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -320837.187500 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -320837.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -320882.812500 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -320882.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -320931.468750 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -320931.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -320969.031250 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -320969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321000.750000 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -321000.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -321030.906250 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -321030.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -321055.875000 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -321055.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -321075.750000 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -321075.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321092.062500 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -321092.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -321112.250000 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -321112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -321123.687500 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -321123.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321138.875000 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -321138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -321147.500000 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -321147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -321155.125000 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -321155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -321158.875000 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -321158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -321162.312500 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -321162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -321163.093750 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -321163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -321163.468750 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -321163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -321164.031250 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -321164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -321164.343750 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -321164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -321165.718750 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -321165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -321166.187500 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -321166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -321166.187500 Penalty: 3895.772949
	Iteration 28F: 3 clusters Score -321166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Entering Unmasked Estep 
Score: -3042362.000000 Penalty: 2510.599609
	Iteration 0F: 2 clusters Score -3042362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3025050.000000 Penalty: 5021.199219
	Iteration 0F: 3 clusters Score -3025050 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3031360.250000 Penalty: 5021.199219
	Iteration 1F: 3 clusters Score -3031360 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3032229.250000 Penalty: 5021.199219
	Iteration 2F: 3 clusters Score -3032229 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3033221.750000 Penalty: 5021.199219
	Iteration 3F: 3 clusters Score -3033222 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3034338.000000 Penalty: 5021.199219
	Iteration 4F: 3 clusters Score -3034338 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3035374.250000 Penalty: 5021.199219
	Iteration 5F: 3 clusters Score -3035374 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3036188.750000 Penalty: 5021.199219
	Iteration 6F: 3 clusters Score -3036189 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3036795.500000 Penalty: 5021.199219
	Iteration 7Q: 3 clusters Score -3036796 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3037245.750000 Penalty: 5021.199219
	Iteration 8Q: 3 clusters Score -3037246 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3037564.500000 Penalty: 5021.199219
	Iteration 9Q: 3 clusters Score -3037564 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3037836.750000 Penalty: 5021.199219
	Iteration 10Q: 3 clusters Score -3037837 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3038062.000000 Penalty: 5021.199219
	Iteration 11Q: 3 clusters Score -3038062 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3038271.000000 Penalty: 5021.199219
	Iteration 12Q: 3 clusters Score -3038271 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3038441.250000 Penalty: 5021.199219
	Iteration 13Q: 3 clusters Score -3038441 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3038580.750000 Penalty: 5021.199219
	Iteration 14Q: 3 clusters Score -3038581 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3038710.500000 Penalty: 5021.199219
	Iteration 15Q: 3 clusters Score -3038710 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3038838.750000 Penalty: 5021.199219
	Iteration 16Q: 3 clusters Score -3038839 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3038932.250000 Penalty: 5021.199219
	Iteration 17Q: 3 clusters Score -3038932 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3038992.750000 Penalty: 5021.199219
	Iteration 18Q: 3 clusters Score -3038993 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3039061.750000 Penalty: 5021.199219
	Iteration 19Q: 3 clusters Score -3039062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3039139.000000 Penalty: 5021.199219
	Iteration 20F: 3 clusters Score -3039139 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3039224.000000 Penalty: 5021.199219
	Iteration 21Q: 3 clusters Score -3039224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3039303.500000 Penalty: 5021.199219
	Iteration 22Q: 3 clusters Score -3039304 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3039378.000000 Penalty: 5021.199219
	Iteration 23Q: 3 clusters Score -3039378 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3039447.250000 Penalty: 5021.199219
	Iteration 24Q: 3 clusters Score -3039447 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3039524.500000 Penalty: 5021.199219
	Iteration 25Q: 3 clusters Score -3039524 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3039594.250000 Penalty: 5021.199219
	Iteration 26Q: 3 clusters Score -3039594 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3039650.250000 Penalty: 5021.199219
	Iteration 27Q: 3 clusters Score -3039650 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3039696.500000 Penalty: 5021.199219
	Iteration 28Q: 3 clusters Score -3039696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3039738.750000 Penalty: 5021.199219
	Iteration 29Q: 3 clusters Score -3039739 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3039790.500000 Penalty: 5021.199219
	Iteration 30Q: 3 clusters Score -3039790 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3039823.500000 Penalty: 5021.199219
	Iteration 31Q: 3 clusters Score -3039824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3039870.750000 Penalty: 5021.199219
	Iteration 32Q: 3 clusters Score -3039871 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3039914.250000 Penalty: 5021.199219
	Iteration 33Q: 3 clusters Score -3039914 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3039938.500000 Penalty: 5021.199219
	Iteration 34Q: 3 clusters Score -3039938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3039964.750000 Penalty: 5021.199219
	Iteration 35Q: 3 clusters Score -3039965 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3039980.250000 Penalty: 5021.199219
	Iteration 36Q: 3 clusters Score -3039980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3040001.500000 Penalty: 5021.199219
	Iteration 37Q: 3 clusters Score -3040002 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3040023.000000 Penalty: 5021.199219
	Iteration 38Q: 3 clusters Score -3040023 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3040042.750000 Penalty: 5021.199219
	Iteration 39Q: 3 clusters Score -3040043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3040063.500000 Penalty: 5021.199219
	Iteration 40F: 3 clusters Score -3040064 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3040090.000000 Penalty: 5021.199219
	Iteration 41Q: 3 clusters Score -3040090 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3040104.750000 Penalty: 5021.199219
	Iteration 42Q: 3 clusters Score -3040105 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3040133.000000 Penalty: 5021.199219
	Iteration 43Q: 3 clusters Score -3040133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3040158.750000 Penalty: 5021.199219
	Iteration 44Q: 3 clusters Score -3040159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3040201.000000 Penalty: 5021.199219
	Iteration 45Q: 3 clusters Score -3040201 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3040220.250000 Penalty: 5021.199219
	Iteration 46Q: 3 clusters Score -3040220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3040245.500000 Penalty: 5021.199219
	Iteration 47Q: 3 clusters Score -3040246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3040266.500000 Penalty: 5021.199219
	Iteration 48Q: 3 clusters Score -3040266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3040288.000000 Penalty: 5021.199219
	Iteration 49Q: 3 clusters Score -3040288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3040321.750000 Penalty: 5021.199219
	Iteration 50Q: 3 clusters Score -3040322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3040346.500000 Penalty: 5021.199219
	Iteration 51Q: 3 clusters Score -3040346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3040391.500000 Penalty: 5021.199219
	Iteration 52Q: 3 clusters Score -3040392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3040442.500000 Penalty: 5021.199219
	Iteration 53Q: 3 clusters Score -3040442 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3040487.500000 Penalty: 5021.199219
	Iteration 54Q: 3 clusters Score -3040488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3040534.000000 Penalty: 5021.199219
	Iteration 55Q: 3 clusters Score -3040534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3040604.250000 Penalty: 5021.199219
	Iteration 56Q: 3 clusters Score -3040604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3040662.000000 Penalty: 5021.199219
	Iteration 57Q: 3 clusters Score -3040662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3040727.750000 Penalty: 5021.199219
	Iteration 58Q: 3 clusters Score -3040728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3040764.250000 Penalty: 5021.199219
	Iteration 59Q: 3 clusters Score -3040764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3040797.000000 Penalty: 5021.199219
	Iteration 60F: 3 clusters Score -3040797 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3040831.000000 Penalty: 5021.199219
	Iteration 61Q: 3 clusters Score -3040831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3040855.750000 Penalty: 5021.199219
	Iteration 62Q: 3 clusters Score -3040856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3040881.250000 Penalty: 5021.199219
	Iteration 63Q: 3 clusters Score -3040881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3040897.000000 Penalty: 5021.199219
	Iteration 64Q: 3 clusters Score -3040897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3040916.000000 Penalty: 5021.199219
	Iteration 65Q: 3 clusters Score -3040916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3040932.000000 Penalty: 5021.199219
	Iteration 66Q: 3 clusters Score -3040932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3040940.500000 Penalty: 5021.199219
	Iteration 67Q: 3 clusters Score -3040940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3040948.750000 Penalty: 5021.199219
	Iteration 68Q: 3 clusters Score -3040949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3040954.250000 Penalty: 5021.199219
	Iteration 69Q: 3 clusters Score -3040954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3040965.250000 Penalty: 5021.199219
	Iteration 70Q: 3 clusters Score -3040965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3040972.500000 Penalty: 5021.199219
	Iteration 71Q: 3 clusters Score -3040972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3040984.500000 Penalty: 5021.199219
	Iteration 72Q: 3 clusters Score -3040984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3040988.750000 Penalty: 5021.199219
	Iteration 73Q: 3 clusters Score -3040989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3040999.500000 Penalty: 5021.199219
	Iteration 74Q: 3 clusters Score -3041000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3041012.750000 Penalty: 5021.199219
	Iteration 75Q: 3 clusters Score -3041013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3041021.000000 Penalty: 5021.199219
	Iteration 76Q: 3 clusters Score -3041021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3041025.750000 Penalty: 5021.199219
	Iteration 77Q: 3 clusters Score -3041026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3041024.500000 Penalty: 5021.199219
	Iteration 78Q: 3 clusters Score -3041024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3041027.000000 Penalty: 5021.199219
	Iteration 79Q: 3 clusters Score -3041027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3041030.000000 Penalty: 5021.199219
	Iteration 80F: 3 clusters Score -3041030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3041032.750000 Penalty: 5021.199219
	Iteration 81Q: 3 clusters Score -3041033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3041040.000000 Penalty: 5021.199219
	Iteration 82Q: 3 clusters Score -3041040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3041035.750000 Penalty: 5021.199219
	Iteration 83Q: 3 clusters Score -3041036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3041035.500000 Penalty: 5021.199219
	Iteration 84Q: 3 clusters Score -3041036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3041037.500000 Penalty: 5021.199219
	Iteration 85Q: 3 clusters Score -3041038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3041035.500000 Penalty: 5021.199219
	Iteration 86Q: 3 clusters Score -3041036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3041035.500000 Penalty: 5021.199219
	Iteration 87F: 3 clusters Score -3041036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Entering Unmasked Estep 
Score: -2467518.500000 Penalty: 2461.486084
	Iteration 0F: 2 clusters Score -2467518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2453014.250000 Penalty: 4922.972168
	Iteration 0F: 3 clusters Score -2453014 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2458219.250000 Penalty: 4922.972168
	Iteration 1F: 3 clusters Score -2458219 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2458904.750000 Penalty: 4922.972168
	Iteration 2F: 3 clusters Score -2458905 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2459690.250000 Penalty: 4922.972168
	Iteration 3F: 3 clusters Score -2459690 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2460692.750000 Penalty: 4922.972168
	Iteration 4F: 3 clusters Score -2460693 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2461883.250000 Penalty: 4922.972168
	Iteration 5F: 3 clusters Score -2461883 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2463092.750000 Penalty: 4922.972168
	Iteration 6F: 3 clusters Score -2463093 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2464029.250000 Penalty: 4922.972168
	Iteration 7F: 3 clusters Score -2464029 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2464576.000000 Penalty: 4922.972168
	Iteration 8Q: 3 clusters Score -2464576 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2464825.250000 Penalty: 4922.972168
	Iteration 9Q: 3 clusters Score -2464825 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2464985.000000 Penalty: 4922.972168
	Iteration 10Q: 3 clusters Score -2464985 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2465078.250000 Penalty: 4922.972168
	Iteration 11Q: 3 clusters Score -2465078 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2465132.500000 Penalty: 4922.972168
	Iteration 12Q: 3 clusters Score -2465132 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2465183.750000 Penalty: 4922.972168
	Iteration 13Q: 3 clusters Score -2465184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2465218.500000 Penalty: 4922.972168
	Iteration 14Q: 3 clusters Score -2465218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2465235.250000 Penalty: 4922.972168
	Iteration 15Q: 3 clusters Score -2465235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2465256.000000 Penalty: 4922.972168
	Iteration 16Q: 3 clusters Score -2465256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2465274.500000 Penalty: 4922.972168
	Iteration 17Q: 3 clusters Score -2465274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2465301.000000 Penalty: 4922.972168
	Iteration 18Q: 3 clusters Score -2465301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2465301.000000 Penalty: 4922.972168
	Iteration 19Q: 3 clusters Score -2465301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2465320.250000 Penalty: 4922.972168
	Iteration 20F: 3 clusters Score -2465320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2465347.250000 Penalty: 4922.972168
	Iteration 21Q: 3 clusters Score -2465347 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2465377.250000 Penalty: 4922.972168
	Iteration 22Q: 3 clusters Score -2465377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2465390.000000 Penalty: 4922.972168
	Iteration 23Q: 3 clusters Score -2465390 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2465413.750000 Penalty: 4922.972168
	Iteration 24Q: 3 clusters Score -2465414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2465425.250000 Penalty: 4922.972168
	Iteration 25Q: 3 clusters Score -2465425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2465443.750000 Penalty: 4922.972168
	Iteration 26Q: 3 clusters Score -2465444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2465457.500000 Penalty: 4922.972168
	Iteration 27Q: 3 clusters Score -2465458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2465472.500000 Penalty: 4922.972168
	Iteration 28Q: 3 clusters Score -2465472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2465495.500000 Penalty: 4922.972168
	Iteration 29Q: 3 clusters Score -2465496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2465521.000000 Penalty: 4922.972168
	Iteration 30Q: 3 clusters Score -2465521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2465534.500000 Penalty: 4922.972168
	Iteration 31Q: 3 clusters Score -2465534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2465535.500000 Penalty: 4922.972168
	Iteration 32Q: 3 clusters Score -2465536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2465564.500000 Penalty: 4922.972168
	Iteration 33Q: 3 clusters Score -2465564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2465586.250000 Penalty: 4922.972168
	Iteration 34Q: 3 clusters Score -2465586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2465617.000000 Penalty: 4922.972168
	Iteration 35Q: 3 clusters Score -2465617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2465632.000000 Penalty: 4922.972168
	Iteration 36Q: 3 clusters Score -2465632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2465650.250000 Penalty: 4922.972168
	Iteration 37Q: 3 clusters Score -2465650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2465659.500000 Penalty: 4922.972168
	Iteration 38Q: 3 clusters Score -2465660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2465665.250000 Penalty: 4922.972168
	Iteration 39Q: 3 clusters Score -2465665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2465666.750000 Penalty: 4922.972168
	Iteration 40F: 3 clusters Score -2465667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2465669.250000 Penalty: 4922.972168
	Iteration 41Q: 3 clusters Score -2465669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2465684.250000 Penalty: 4922.972168
	Iteration 42Q: 3 clusters Score -2465684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2465688.250000 Penalty: 4922.972168
	Iteration 43Q: 3 clusters Score -2465688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2465694.750000 Penalty: 4922.972168
	Iteration 44Q: 3 clusters Score -2465695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2465691.750000 Penalty: 4922.972168
	Iteration 45Q: 3 clusters Score -2465692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2465703.000000 Penalty: 4922.972168
	Iteration 46Q: 3 clusters Score -2465703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2465703.750000 Penalty: 4922.972168
	Iteration 47Q: 3 clusters Score -2465704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2465704.000000 Penalty: 4922.972168
	Iteration 48Q: 3 clusters Score -2465704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2465700.500000 Penalty: 4922.972168
	Iteration 49Q: 3 clusters Score -2465700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2465701.500000 Penalty: 4922.972168
	Iteration 50Q: 3 clusters Score -2465702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2465707.750000 Penalty: 4922.972168
	Iteration 51Q: 3 clusters Score -2465708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2465711.000000 Penalty: 4922.972168
	Iteration 52Q: 3 clusters Score -2465711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2465708.500000 Penalty: 4922.972168
	Iteration 53Q: 3 clusters Score -2465708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2465716.250000 Penalty: 4922.972168
	Iteration 54Q: 3 clusters Score -2465716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2465725.000000 Penalty: 4922.972168
	Iteration 55Q: 3 clusters Score -2465725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2465729.500000 Penalty: 4922.972168
	Iteration 56Q: 3 clusters Score -2465730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2465722.750000 Penalty: 4922.972168
	Iteration 57Q: 3 clusters Score -2465723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2465721.750000 Penalty: 4922.972168
	Iteration 58Q: 3 clusters Score -2465722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2465726.750000 Penalty: 4922.972168
	Iteration 59Q: 3 clusters Score -2465727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2465729.000000 Penalty: 4922.972168
	Iteration 60F: 3 clusters Score -2465729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2465736.750000 Penalty: 4922.972168
	Iteration 61Q: 3 clusters Score -2465737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2465734.000000 Penalty: 4922.972168
	Iteration 62Q: 3 clusters Score -2465734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2465738.000000 Penalty: 4922.972168
	Iteration 63Q: 3 clusters Score -2465738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2465744.250000 Penalty: 4922.972168
	Iteration 64Q: 3 clusters Score -2465744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2465746.000000 Penalty: 4922.972168
	Iteration 65Q: 3 clusters Score -2465746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2465747.000000 Penalty: 4922.972168
	Iteration 66Q: 3 clusters Score -2465747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2465753.000000 Penalty: 4922.972168
	Iteration 67Q: 3 clusters Score -2465753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2465758.500000 Penalty: 4922.972168
	Iteration 68Q: 3 clusters Score -2465758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2465758.250000 Penalty: 4922.972168
	Iteration 69Q: 3 clusters Score -2465758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2465757.750000 Penalty: 4922.972168
	Iteration 70Q: 3 clusters Score -2465758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2465753.000000 Penalty: 4922.972168
	Iteration 71Q: 3 clusters Score -2465753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2465753.750000 Penalty: 4922.972168
	Iteration 72Q: 3 clusters Score -2465754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2465757.500000 Penalty: 4922.972168
	Iteration 73Q: 3 clusters Score -2465758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2465759.000000 Penalty: 4922.972168
	Iteration 74Q: 3 clusters Score -2465759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2465759.750000 Penalty: 4922.972168
	Iteration 75Q: 3 clusters Score -2465760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2465758.500000 Penalty: 4922.972168
	Iteration 76Q: 3 clusters Score -2465758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2465761.500000 Penalty: 4922.972168
	Iteration 77Q: 3 clusters Score -2465762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2465760.750000 Penalty: 4922.972168
	Iteration 78Q: 3 clusters Score -2465761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2465757.500000 Penalty: 4922.972168
	Iteration 79Q: 3 clusters Score -2465758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2465759.500000 Penalty: 4922.972168
	Iteration 80F: 3 clusters Score -2465760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2465759.500000 Penalty: 4922.972168
	Iteration 81Q: 3 clusters Score -2465760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2465760.750000 Penalty: 4922.972168
	Iteration 82Q: 3 clusters Score -2465761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2465763.500000 Penalty: 4922.972168
	Iteration 83Q: 3 clusters Score -2465764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2465763.000000 Penalty: 4922.972168
	Iteration 84Q: 3 clusters Score -2465763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2465764.000000 Penalty: 4922.972168
	Iteration 85Q: 3 clusters Score -2465764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2465762.750000 Penalty: 4922.972168
	Iteration 86Q: 3 clusters Score -2465763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2465763.500000 Penalty: 4922.972168
	Iteration 87Q: 3 clusters Score -2465764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2465764.250000 Penalty: 4922.972168
	Iteration 88Q: 3 clusters Score -2465764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2465765.750000 Penalty: 4922.972168
	Iteration 89Q: 3 clusters Score -2465766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2465765.500000 Penalty: 4922.972168
	Iteration 90Q: 3 clusters Score -2465766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2465770.500000 Penalty: 4922.972168
	Iteration 91Q: 3 clusters Score -2465770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2465771.250000 Penalty: 4922.972168
	Iteration 92Q: 3 clusters Score -2465771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2465770.250000 Penalty: 4922.972168
	Iteration 93Q: 3 clusters Score -2465770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2465771.250000 Penalty: 4922.972168
	Iteration 94Q: 3 clusters Score -2465771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2465773.250000 Penalty: 4922.972168
	Iteration 95Q: 3 clusters Score -2465773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2465772.000000 Penalty: 4922.972168
	Iteration 96Q: 3 clusters Score -2465772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2465771.000000 Penalty: 4922.972168
	Iteration 97Q: 3 clusters Score -2465771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2465775.000000 Penalty: 4922.972168
	Iteration 98Q: 3 clusters Score -2465775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2465770.750000 Penalty: 4922.972168
	Iteration 99Q: 3 clusters Score -2465771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2465769.000000 Penalty: 4922.972168
	Iteration 100F: 3 clusters Score -2465769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2465767.500000 Penalty: 4922.972168
	Iteration 101Q: 3 clusters Score -2465768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2465767.500000 Penalty: 4922.972168
	Iteration 102F: 3 clusters Score -2465768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Entering Unmasked Estep 
Score: -10812330.000000 Penalty: 2809.282471
	Iteration 0F: 2 clusters Score -1.081233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -10756753.000000 Penalty: 5618.564941
	Iteration 0F: 3 clusters Score -1.075675e+07 nChanged 39211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -10779463.000000 Penalty: 5618.564941
	Iteration 1F: 3 clusters Score -1.077946e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -10780688.000000 Penalty: 5618.564941
	Iteration 2Q: 3 clusters Score -1.078069e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -10782240.000000 Penalty: 5618.564941
	Iteration 3Q: 3 clusters Score -1.078224e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -10784041.000000 Penalty: 5618.564941
	Iteration 4Q: 3 clusters Score -1.078404e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -10786395.000000 Penalty: 5618.564941
	Iteration 5F: 3 clusters Score -1.07864e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -10788996.000000 Penalty: 5618.564941
	Iteration 6F: 3 clusters Score -1.0789e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -10791575.000000 Penalty: 5618.564941
	Iteration 7F: 3 clusters Score -1.079158e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -10793900.000000 Penalty: 5618.564941
	Iteration 8F: 3 clusters Score -1.07939e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -10795706.000000 Penalty: 5618.564941
	Iteration 9Q: 3 clusters Score -1.079571e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -10797095.000000 Penalty: 5618.564941
	Iteration 10Q: 3 clusters Score -1.07971e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -10798165.000000 Penalty: 5618.564941
	Iteration 11Q: 3 clusters Score -1.079816e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -10799030.000000 Penalty: 5618.564941
	Iteration 12Q: 3 clusters Score -1.079903e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -10799875.000000 Penalty: 5618.564941
	Iteration 13Q: 3 clusters Score -1.079988e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -10800782.000000 Penalty: 5618.564941
	Iteration 14Q: 3 clusters Score -1.080078e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -10801670.000000 Penalty: 5618.564941
	Iteration 15Q: 3 clusters Score -1.080167e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -10802668.000000 Penalty: 5618.564941
	Iteration 16Q: 3 clusters Score -1.080267e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -10803824.000000 Penalty: 5618.564941
	Iteration 17Q: 3 clusters Score -1.080382e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -10804796.000000 Penalty: 5618.564941
	Iteration 18Q: 3 clusters Score -1.08048e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -10805798.000000 Penalty: 5618.564941
	Iteration 19Q: 3 clusters Score -1.08058e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -10806751.000000 Penalty: 5618.564941
	Iteration 20F: 3 clusters Score -1.080675e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -10807446.000000 Penalty: 5618.564941
	Iteration 21Q: 3 clusters Score -1.080745e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -10808022.000000 Penalty: 5618.564941
	Iteration 22Q: 3 clusters Score -1.080802e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -10808504.000000 Penalty: 5618.564941
	Iteration 23Q: 3 clusters Score -1.08085e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -10808834.000000 Penalty: 5618.564941
	Iteration 24Q: 3 clusters Score -1.080883e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -10809093.000000 Penalty: 5618.564941
	Iteration 25Q: 3 clusters Score -1.080909e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -10809317.000000 Penalty: 5618.564941
	Iteration 26Q: 3 clusters Score -1.080932e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -10809490.000000 Penalty: 5618.564941
	Iteration 27Q: 3 clusters Score -1.080949e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10809619.000000 Penalty: 5618.564941
	Iteration 28Q: 3 clusters Score -1.080962e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -10809707.000000 Penalty: 5618.564941
	Iteration 29Q: 3 clusters Score -1.080971e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -10809808.000000 Penalty: 5618.564941
	Iteration 30Q: 3 clusters Score -1.080981e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -10809887.000000 Penalty: 5618.564941
	Iteration 31Q: 3 clusters Score -1.080989e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10809968.000000 Penalty: 5618.564941
	Iteration 32Q: 3 clusters Score -1.080997e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10809988.000000 Penalty: 5618.564941
	Iteration 33Q: 3 clusters Score -1.080999e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10810033.000000 Penalty: 5618.564941
	Iteration 34Q: 3 clusters Score -1.081003e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10810079.000000 Penalty: 5618.564941
	Iteration 35Q: 3 clusters Score -1.081008e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10810083.000000 Penalty: 5618.564941
	Iteration 36Q: 3 clusters Score -1.081008e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10810102.000000 Penalty: 5618.564941
	Iteration 37Q: 3 clusters Score -1.08101e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10810114.000000 Penalty: 5618.564941
	Iteration 38Q: 3 clusters Score -1.081011e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10810114.000000 Penalty: 5618.564941
	Iteration 39Q: 3 clusters Score -1.081011e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10810151.000000 Penalty: 5618.564941
	Iteration 40F: 3 clusters Score -1.081015e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10810170.000000 Penalty: 5618.564941
	Iteration 41Q: 3 clusters Score -1.081017e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10810191.000000 Penalty: 5618.564941
	Iteration 42Q: 3 clusters Score -1.081019e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10810186.000000 Penalty: 5618.564941
	Iteration 43Q: 3 clusters Score -1.081019e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10810220.000000 Penalty: 5618.564941
	Iteration 44Q: 3 clusters Score -1.081022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10810227.000000 Penalty: 5618.564941
	Iteration 45Q: 3 clusters Score -1.081023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10810237.000000 Penalty: 5618.564941
	Iteration 46Q: 3 clusters Score -1.081024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10810243.000000 Penalty: 5618.564941
	Iteration 47Q: 3 clusters Score -1.081024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10810232.000000 Penalty: 5618.564941
	Iteration 48Q: 3 clusters Score -1.081023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10810241.000000 Penalty: 5618.564941
	Iteration 49Q: 3 clusters Score -1.081024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10810240.000000 Penalty: 5618.564941
	Iteration 50Q: 3 clusters Score -1.081024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10810269.000000 Penalty: 5618.564941
	Iteration 51Q: 3 clusters Score -1.081027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10810291.000000 Penalty: 5618.564941
	Iteration 52Q: 3 clusters Score -1.081029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10810281.000000 Penalty: 5618.564941
	Iteration 53Q: 3 clusters Score -1.081028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10810276.000000 Penalty: 5618.564941
	Iteration 54Q: 3 clusters Score -1.081028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10810281.000000 Penalty: 5618.564941
	Iteration 55Q: 3 clusters Score -1.081028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10810284.000000 Penalty: 5618.564941
	Iteration 56Q: 3 clusters Score -1.081028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10810281.000000 Penalty: 5618.564941
	Iteration 57Q: 3 clusters Score -1.081028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10810293.000000 Penalty: 5618.564941
	Iteration 58Q: 3 clusters Score -1.081029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10810294.000000 Penalty: 5618.564941
	Iteration 59Q: 3 clusters Score -1.081029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10810291.000000 Penalty: 5618.564941
	Iteration 60F: 3 clusters Score -1.081029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10810292.000000 Penalty: 5618.564941
	Iteration 61Q: 3 clusters Score -1.081029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10810289.000000 Penalty: 5618.564941
	Iteration 62Q: 3 clusters Score -1.081029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10810293.000000 Penalty: 5618.564941
	Iteration 63Q: 3 clusters Score -1.081029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10810298.000000 Penalty: 5618.564941
	Iteration 64Q: 3 clusters Score -1.08103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10810299.000000 Penalty: 5618.564941
	Iteration 65Q: 3 clusters Score -1.08103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10810312.000000 Penalty: 5618.564941
	Iteration 66Q: 3 clusters Score -1.081031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10810317.000000 Penalty: 5618.564941
	Iteration 67Q: 3 clusters Score -1.081032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10810318.000000 Penalty: 5618.564941
	Iteration 68Q: 3 clusters Score -1.081032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10810321.000000 Penalty: 5618.564941
	Iteration 69Q: 3 clusters Score -1.081032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10810317.000000 Penalty: 5618.564941
	Iteration 70Q: 3 clusters Score -1.081032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10810314.000000 Penalty: 5618.564941
	Iteration 71Q: 3 clusters Score -1.081031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -10810326.000000 Penalty: 5618.564941
	Iteration 72Q: 3 clusters Score -1.081033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10810317.000000 Penalty: 5618.564941
	Iteration 73Q: 3 clusters Score -1.081032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10810313.000000 Penalty: 5618.564941
	Iteration 74Q: 3 clusters Score -1.081031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -10810319.000000 Penalty: 5618.564941
	Iteration 75Q: 3 clusters Score -1.081032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10810320.000000 Penalty: 5618.564941
	Iteration 76Q: 3 clusters Score -1.081032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10810328.000000 Penalty: 5618.564941
	Iteration 77Q: 3 clusters Score -1.081033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10810330.000000 Penalty: 5618.564941
	Iteration 78Q: 3 clusters Score -1.081033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -10810328.000000 Penalty: 5618.564941
	Iteration 79Q: 3 clusters Score -1.081033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10810329.000000 Penalty: 5618.564941
	Iteration 80F: 3 clusters Score -1.081033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10810326.000000 Penalty: 5618.564941
	Iteration 81Q: 3 clusters Score -1.081033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10810325.000000 Penalty: 5618.564941
	Iteration 82Q: 3 clusters Score -1.081032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10810337.000000 Penalty: 5618.564941
	Iteration 83Q: 3 clusters Score -1.081034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10810348.000000 Penalty: 5618.564941
	Iteration 84Q: 3 clusters Score -1.081035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10810348.000000 Penalty: 5618.564941
	Iteration 85Q: 3 clusters Score -1.081035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10810341.000000 Penalty: 5618.564941
	Iteration 86Q: 3 clusters Score -1.081034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10810338.000000 Penalty: 5618.564941
	Iteration 87Q: 3 clusters Score -1.081034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10810342.000000 Penalty: 5618.564941
	Iteration 88Q: 3 clusters Score -1.081034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10810342.000000 Penalty: 5618.564941
	Iteration 89Q: 3 clusters Score -1.081034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10810342.000000 Penalty: 5618.564941
	Iteration 90F: 3 clusters Score -1.081034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -252523.984375 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -252524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -249784.390625 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -249784.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -250380.781250 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -250380.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -250550.296875 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -250550.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -250653.015625 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -250653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -250707.468750 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -250707.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -250760.546875 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -250760.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -250809.046875 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -250809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -250857.015625 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -250857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -250900.718750 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -250900.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -250952.515625 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -250952.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -250998.656250 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -250998.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -251050.625000 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -251050.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -251093.890625 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -251093.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -251130.718750 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -251130.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -251170.687500 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -251170.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -251204.781250 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -251204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -251230.765625 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -251230.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -251252.781250 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -251252.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -251266.875000 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -251266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -251283.890625 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -251283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -251294.734375 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -251294.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -251304.937500 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -251304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -251310.625000 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -251310.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -251319.437500 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -251319.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -251328.203125 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -251328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -251336.406250 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -251336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251347.046875 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -251347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -251357.437500 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -251357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -251363.375000 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -251363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -251367.453125 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -251367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -251368.890625 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -251368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -251370.578125 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -251370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251372.031250 Penalty: 3819.571045
	Iteration 32Q: 3 clusters Score -251372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251374.484375 Penalty: 3819.571045
	Iteration 33Q: 3 clusters Score -251374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -251375.296875 Penalty: 3819.571045
	Iteration 34Q: 3 clusters Score -251375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -251378.015625 Penalty: 3819.571045
	Iteration 35Q: 3 clusters Score -251378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -251381.000000 Penalty: 3819.571045
	Iteration 36Q: 3 clusters Score -251381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -251383.171875 Penalty: 3819.571045
	Iteration 37Q: 3 clusters Score -251383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -251383.093750 Penalty: 3819.571045
	Iteration 38Q: 3 clusters Score -251383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -251383.515625 Penalty: 3819.571045
	Iteration 39Q: 3 clusters Score -251383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -251383.953125 Penalty: 3819.571045
	Iteration 40F: 3 clusters Score -251384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -251385.109375 Penalty: 3819.571045
	Iteration 41Q: 3 clusters Score -251385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251385.546875 Penalty: 3819.571045
	Iteration 42Q: 3 clusters Score -251385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251385.546875 Penalty: 3819.571045
	Iteration 43F: 3 clusters Score -251385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -636924.625000 Penalty: 2110.521973
	Iteration 0F: 2 clusters Score -636924.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -632560.000000 Penalty: 4221.043945
	Iteration 0F: 3 clusters Score -632560 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -633684.000000 Penalty: 4221.043945
	Iteration 1F: 3 clusters Score -633684 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -633925.250000 Penalty: 4221.043945
	Iteration 2F: 3 clusters Score -633925.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -634126.875000 Penalty: 4221.043945
	Iteration 3F: 3 clusters Score -634126.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -634333.312500 Penalty: 4221.043945
	Iteration 4F: 3 clusters Score -634333.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -634503.187500 Penalty: 4221.043945
	Iteration 5Q: 3 clusters Score -634503.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -634677.812500 Penalty: 4221.043945
	Iteration 6Q: 3 clusters Score -634677.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -634847.937500 Penalty: 4221.043945
	Iteration 7Q: 3 clusters Score -634847.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -634985.250000 Penalty: 4221.043945
	Iteration 8Q: 3 clusters Score -634985.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -635080.437500 Penalty: 4221.043945
	Iteration 9Q: 3 clusters Score -635080.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -635133.687500 Penalty: 4221.043945
	Iteration 10Q: 3 clusters Score -635133.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -635174.250000 Penalty: 4221.043945
	Iteration 11Q: 3 clusters Score -635174.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -635208.062500 Penalty: 4221.043945
	Iteration 12Q: 3 clusters Score -635208.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -635230.062500 Penalty: 4221.043945
	Iteration 13Q: 3 clusters Score -635230.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -635247.625000 Penalty: 4221.043945
	Iteration 14Q: 3 clusters Score -635247.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -635259.125000 Penalty: 4221.043945
	Iteration 15Q: 3 clusters Score -635259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -635266.437500 Penalty: 4221.043945
	Iteration 16Q: 3 clusters Score -635266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -635271.437500 Penalty: 4221.043945
	Iteration 17Q: 3 clusters Score -635271.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -635278.750000 Penalty: 4221.043945
	Iteration 18Q: 3 clusters Score -635278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -635282.562500 Penalty: 4221.043945
	Iteration 19Q: 3 clusters Score -635282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -635286.125000 Penalty: 4221.043945
	Iteration 20F: 3 clusters Score -635286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -635287.750000 Penalty: 4221.043945
	Iteration 21Q: 3 clusters Score -635287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -635288.062500 Penalty: 4221.043945
	Iteration 22Q: 3 clusters Score -635288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -635288.562500 Penalty: 4221.043945
	Iteration 23Q: 3 clusters Score -635288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -635288.562500 Penalty: 4221.043945
	Iteration 24F: 3 clusters Score -635288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -162030.859375 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -162030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159959.343750 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -159959.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160951.234375 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -160951.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161549.531250 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -161549.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -161849.312500 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -161849.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162029.562500 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -162029.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162309.062500 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -162309.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162830.656250 Penalty: 3583.477783
	Iteration 6F: 3 clusters Score -162830.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163371.671875 Penalty: 3583.477783
	Iteration 7F: 3 clusters Score -163371.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -163737.312500 Penalty: 3583.477783
	Iteration 8F: 3 clusters Score -163737.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -163944.812500 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -163944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -163986.515625 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -163986.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -164001.781250 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -164001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164003.984375 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -164004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -164005.140625 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -164005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -164007.203125 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -164007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -164007.203125 Penalty: 3583.477783
	Iteration 15F: 3 clusters Score -164007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52608 members 
Mstep: Class 8 contains 162394 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112791 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 86798 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35047 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24919 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2210 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4648 members 
Mstep: Class 38 contains 7769 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 11478 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 464 members 
Entering Unmasked Estep 
Score: -111267752.000000 Penalty: 145996.140625
Splitting cluster 35 changes total score from -111267528.000000 to -111267752.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -722003.875000 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -722003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -717002.000000 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -717002 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -718326.062500 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -718326.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -718562.562500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -718562.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -718730.562500 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -718730.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -718836.500000 Penalty: 4290.647461
	Iteration 4Q: 3 clusters Score -718836.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -718939.750000 Penalty: 4290.647461
	Iteration 5Q: 3 clusters Score -718939.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -719026.312500 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -719026.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -719098.375000 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -719098.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -719160.250000 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -719160.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -719243.562500 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -719243.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -719327.250000 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -719327.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -719419.312500 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -719419.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -719531.312500 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -719531.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -719641.250000 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -719641.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -719742.125000 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -719742.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -719852.437500 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -719852.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -719982.500000 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -719982.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -720186.125000 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -720186.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -720401.375000 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -720401.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -720615.812500 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -720615.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -720862.875000 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -720862.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -721088.250000 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -721088.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -721202.062500 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -721202.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -721258.500000 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -721258.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -721285.312500 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -721285.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -721300.312500 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -721300.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -721313.375000 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -721313.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -721317.000000 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -721317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -721321.875000 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -721321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -721324.750000 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -721324.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -721331.687500 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -721331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -721336.312500 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -721336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -721340.625000 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -721340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -721342.500000 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -721342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -721345.812500 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -721345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -721346.375000 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -721346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -721348.187500 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -721348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -721350.250000 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -721350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -721352.187500 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -721352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -721353.375000 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -721353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -721356.375000 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -721356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -721357.937500 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -721357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -721360.375000 Penalty: 4290.647461
	Iteration 42Q: 3 clusters Score -721360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -721362.000000 Penalty: 4290.647461
	Iteration 43Q: 3 clusters Score -721362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -721362.250000 Penalty: 4290.647461
	Iteration 44Q: 3 clusters Score -721362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -721364.812500 Penalty: 4290.647461
	Iteration 45Q: 3 clusters Score -721364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -721366.312500 Penalty: 4290.647461
	Iteration 46Q: 3 clusters Score -721366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -721366.312500 Penalty: 4290.647461
	Iteration 47Q: 3 clusters Score -721366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -721366.875000 Penalty: 4290.647461
	Iteration 48Q: 3 clusters Score -721366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -721366.937500 Penalty: 4290.647461
	Iteration 49Q: 3 clusters Score -721366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -721366.937500 Penalty: 4290.647461
	Iteration 50F: 3 clusters Score -721366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -561026.750000 Penalty: 2094.159668
	Iteration 0F: 2 clusters Score -561026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -556713.750000 Penalty: 4188.319336
	Iteration 0F: 3 clusters Score -556713.8 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -557887.625000 Penalty: 4188.319336
	Iteration 1F: 3 clusters Score -557887.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -558196.687500 Penalty: 4188.319336
	Iteration 2F: 3 clusters Score -558196.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -558407.125000 Penalty: 4188.319336
	Iteration 3F: 3 clusters Score -558407.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -558556.375000 Penalty: 4188.319336
	Iteration 4Q: 3 clusters Score -558556.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -558667.062500 Penalty: 4188.319336
	Iteration 5Q: 3 clusters Score -558667.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -558774.937500 Penalty: 4188.319336
	Iteration 6Q: 3 clusters Score -558774.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558889.687500 Penalty: 4188.319336
	Iteration 7Q: 3 clusters Score -558889.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -559016.937500 Penalty: 4188.319336
	Iteration 8Q: 3 clusters Score -559016.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -559176.937500 Penalty: 4188.319336
	Iteration 9Q: 3 clusters Score -559176.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -559381.875000 Penalty: 4188.319336
	Iteration 10Q: 3 clusters Score -559381.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -559645.125000 Penalty: 4188.319336
	Iteration 11Q: 3 clusters Score -559645.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -559872.875000 Penalty: 4188.319336
	Iteration 12Q: 3 clusters Score -559872.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -559997.375000 Penalty: 4188.319336
	Iteration 13Q: 3 clusters Score -559997.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -560072.875000 Penalty: 4188.319336
	Iteration 14Q: 3 clusters Score -560072.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -560114.875000 Penalty: 4188.319336
	Iteration 15Q: 3 clusters Score -560114.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -560147.937500 Penalty: 4188.319336
	Iteration 16Q: 3 clusters Score -560147.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -560170.125000 Penalty: 4188.319336
	Iteration 17Q: 3 clusters Score -560170.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -560183.750000 Penalty: 4188.319336
	Iteration 18Q: 3 clusters Score -560183.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -560197.000000 Penalty: 4188.319336
	Iteration 19Q: 3 clusters Score -560197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -560213.187500 Penalty: 4188.319336
	Iteration 20F: 3 clusters Score -560213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -560226.375000 Penalty: 4188.319336
	Iteration 21Q: 3 clusters Score -560226.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -560239.500000 Penalty: 4188.319336
	Iteration 22Q: 3 clusters Score -560239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -560247.062500 Penalty: 4188.319336
	Iteration 23Q: 3 clusters Score -560247.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -560250.875000 Penalty: 4188.319336
	Iteration 24Q: 3 clusters Score -560250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -560255.687500 Penalty: 4188.319336
	Iteration 25Q: 3 clusters Score -560255.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -560259.875000 Penalty: 4188.319336
	Iteration 26Q: 3 clusters Score -560259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -560263.937500 Penalty: 4188.319336
	Iteration 27Q: 3 clusters Score -560263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -560267.312500 Penalty: 4188.319336
	Iteration 28Q: 3 clusters Score -560267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -560269.687500 Penalty: 4188.319336
	Iteration 29Q: 3 clusters Score -560269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -560274.000000 Penalty: 4188.319336
	Iteration 30Q: 3 clusters Score -560274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -560275.312500 Penalty: 4188.319336
	Iteration 31Q: 3 clusters Score -560275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -560279.000000 Penalty: 4188.319336
	Iteration 32Q: 3 clusters Score -560279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -560279.375000 Penalty: 4188.319336
	Iteration 33Q: 3 clusters Score -560279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -560281.000000 Penalty: 4188.319336
	Iteration 34Q: 3 clusters Score -560281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -560281.812500 Penalty: 4188.319336
	Iteration 35Q: 3 clusters Score -560281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -560282.062500 Penalty: 4188.319336
	Iteration 36Q: 3 clusters Score -560282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -560284.562500 Penalty: 4188.319336
	Iteration 37Q: 3 clusters Score -560284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -560287.750000 Penalty: 4188.319336
	Iteration 38Q: 3 clusters Score -560287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -560291.062500 Penalty: 4188.319336
	Iteration 39Q: 3 clusters Score -560291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -560290.062500 Penalty: 4188.319336
	Iteration 40F: 3 clusters Score -560290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -560291.687500 Penalty: 4188.319336
	Iteration 41Q: 3 clusters Score -560291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -560292.750000 Penalty: 4188.319336
	Iteration 42Q: 3 clusters Score -560292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -560293.937500 Penalty: 4188.319336
	Iteration 43Q: 3 clusters Score -560293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -560296.375000 Penalty: 4188.319336
	Iteration 44Q: 3 clusters Score -560296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -560297.500000 Penalty: 4188.319336
	Iteration 45Q: 3 clusters Score -560297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -560298.437500 Penalty: 4188.319336
	Iteration 46Q: 3 clusters Score -560298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -560299.062500 Penalty: 4188.319336
	Iteration 47Q: 3 clusters Score -560299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -560299.750000 Penalty: 4188.319336
	Iteration 48Q: 3 clusters Score -560299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -560300.562500 Penalty: 4188.319336
	Iteration 49Q: 3 clusters Score -560300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -560301.312500 Penalty: 4188.319336
	Iteration 50Q: 3 clusters Score -560301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -560301.000000 Penalty: 4188.319336
	Iteration 51Q: 3 clusters Score -560301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -560301.875000 Penalty: 4188.319336
	Iteration 52Q: 3 clusters Score -560301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -560301.875000 Penalty: 4188.319336
	Iteration 53F: 3 clusters Score -560301.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1009568.625000 Penalty: 2221.558594
	Iteration 0F: 2 clusters Score -1009569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1003275.437500 Penalty: 4443.117188
	Iteration 0F: 3 clusters Score -1003275 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1005026.062500 Penalty: 4443.117188
	Iteration 1F: 3 clusters Score -1005026 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1005320.812500 Penalty: 4443.117188
	Iteration 2F: 3 clusters Score -1005321 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1005559.250000 Penalty: 4443.117188
	Iteration 3F: 3 clusters Score -1005559 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1005762.562500 Penalty: 4443.117188
	Iteration 4Q: 3 clusters Score -1005763 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1005979.062500 Penalty: 4443.117188
	Iteration 5Q: 3 clusters Score -1005979 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1006250.375000 Penalty: 4443.117188
	Iteration 6Q: 3 clusters Score -1006250 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1006574.000000 Penalty: 4443.117188
	Iteration 7F: 3 clusters Score -1006574 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1006925.625000 Penalty: 4443.117188
	Iteration 8F: 3 clusters Score -1006926 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1007289.875000 Penalty: 4443.117188
	Iteration 9F: 3 clusters Score -1007290 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1007586.187500 Penalty: 4443.117188
	Iteration 10Q: 3 clusters Score -1007586 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1007786.000000 Penalty: 4443.117188
	Iteration 11Q: 3 clusters Score -1007786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1007963.687500 Penalty: 4443.117188
	Iteration 12Q: 3 clusters Score -1007964 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1008097.875000 Penalty: 4443.117188
	Iteration 13Q: 3 clusters Score -1008098 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1008197.062500 Penalty: 4443.117188
	Iteration 14Q: 3 clusters Score -1008197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1008276.750000 Penalty: 4443.117188
	Iteration 15Q: 3 clusters Score -1008277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1008327.125000 Penalty: 4443.117188
	Iteration 16Q: 3 clusters Score -1008327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1008359.312500 Penalty: 4443.117188
	Iteration 17Q: 3 clusters Score -1008359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1008379.812500 Penalty: 4443.117188
	Iteration 18Q: 3 clusters Score -1008380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1008399.562500 Penalty: 4443.117188
	Iteration 19Q: 3 clusters Score -1008400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1008411.750000 Penalty: 4443.117188
	Iteration 20F: 3 clusters Score -1008412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1008417.875000 Penalty: 4443.117188
	Iteration 21Q: 3 clusters Score -1008418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1008429.375000 Penalty: 4443.117188
	Iteration 22Q: 3 clusters Score -1008429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1008440.937500 Penalty: 4443.117188
	Iteration 23Q: 3 clusters Score -1008441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1008446.125000 Penalty: 4443.117188
	Iteration 24Q: 3 clusters Score -1008446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1008456.687500 Penalty: 4443.117188
	Iteration 25Q: 3 clusters Score -1008457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1008465.000000 Penalty: 4443.117188
	Iteration 26Q: 3 clusters Score -1008465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1008468.187500 Penalty: 4443.117188
	Iteration 27Q: 3 clusters Score -1008468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1008475.000000 Penalty: 4443.117188
	Iteration 28Q: 3 clusters Score -1008475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1008482.000000 Penalty: 4443.117188
	Iteration 29Q: 3 clusters Score -1008482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1008488.812500 Penalty: 4443.117188
	Iteration 30Q: 3 clusters Score -1008489 nChanged 21
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: -1008494.625000 Penalty: 4443.117188
	Iteration 31Q: 3 clusters Score -1008495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1008497.250000 Penalty: 4443.117188
	Iteration 32Q: 3 clusters Score -1008497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1008504.875000 Penalty: 4443.117188
	Iteration 33Q: 3 clusters Score -1008505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1008512.625000 Penalty: 4443.117188
	Iteration 34Q: 3 clusters Score -1008513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1008518.187500 Penalty: 4443.117188
	Iteration 35Q: 3 clusters Score -1008518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1008524.562500 Penalty: 4443.117188
	Iteration 36Q: 3 clusters Score -1008525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1008530.750000 Penalty: 4443.117188
	Iteration 37Q: 3 clusters Score -1008531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1008533.812500 Penalty: 4443.117188
	Iteration 38Q: 3 clusters Score -1008534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1008535.625000 Penalty: 4443.117188
	Iteration 39Q: 3 clusters Score -1008536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1008537.562500 Penalty: 4443.117188
	Iteration 40F: 3 clusters Score -1008538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1008541.125000 Penalty: 4443.117188
	Iteration 41Q: 3 clusters Score -1008541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1008546.687500 Penalty: 4443.117188
	Iteration 42Q: 3 clusters Score -1008547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1008547.750000 Penalty: 4443.117188
	Iteration 43Q: 3 clusters Score -1008548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1008548.062500 Penalty: 4443.117188
	Iteration 44Q: 3 clusters Score -1008548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1008549.000000 Penalty: 4443.117188
	Iteration 45Q: 3 clusters Score -1008549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1008549.437500 Penalty: 4443.117188
	Iteration 46Q: 3 clusters Score -1008549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1008549.437500 Penalty: 4443.117188
	Iteration 47F: 3 clusters Score -1008549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -124537.023438 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -124537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -122662.882812 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -122662.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -123114.281250 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -123114.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123421.429688 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -123421.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -123624.242188 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -123624.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -123784.468750 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -123784.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -123899.835938 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -123899.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -123969.843750 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -123969.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -123999.445312 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -123999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -124017.898438 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -124017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -124036.468750 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -124036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -124050.953125 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -124051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -124065.796875 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -124065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -124081.257812 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -124081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -124092.257812 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -124092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -124099.343750 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -124099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -124099.343750 Penalty: 3421.762451
	Iteration 15F: 3 clusters Score -124099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -74477.039062 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -74477.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72809.945312 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -72809.95 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73157.914062 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -73157.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73320.781250 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -73320.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73470.914062 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -73470.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73597.867188 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -73597.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73675.945312 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -73675.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73725.421875 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -73725.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73772.343750 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -73772.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73795.203125 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -73795.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73802.867188 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -73802.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73805.242188 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -73805.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73809.867188 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -73809.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73816.085938 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -73816.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73819.992188 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -73819.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73824.593750 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -73824.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73825.554688 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -73825.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73825.554688 Penalty: 3270.149902
	Iteration 16F: 3 clusters Score -73825.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Entering Unmasked Estep 
Score: -1493884.125000 Penalty: 2318.350586
	Iteration 0F: 2 clusters Score -1493884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1485334.000000 Penalty: 4636.701172
	Iteration 0F: 3 clusters Score -1485334 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1487908.875000 Penalty: 4636.701172
	Iteration 1F: 3 clusters Score -1487909 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1488230.375000 Penalty: 4636.701172
	Iteration 2F: 3 clusters Score -1488230 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1488465.125000 Penalty: 4636.701172
	Iteration 3Q: 3 clusters Score -1488465 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1488663.875000 Penalty: 4636.701172
	Iteration 4Q: 3 clusters Score -1488664 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1488849.750000 Penalty: 4636.701172
	Iteration 5Q: 3 clusters Score -1488850 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1489032.125000 Penalty: 4636.701172
	Iteration 6Q: 3 clusters Score -1489032 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1489185.125000 Penalty: 4636.701172
	Iteration 7Q: 3 clusters Score -1489185 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1489313.875000 Penalty: 4636.701172
	Iteration 8Q: 3 clusters Score -1489314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1489444.625000 Penalty: 4636.701172
	Iteration 9Q: 3 clusters Score -1489445 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1489588.500000 Penalty: 4636.701172
	Iteration 10Q: 3 clusters Score -1489588 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1489745.125000 Penalty: 4636.701172
	Iteration 11Q: 3 clusters Score -1489745 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1489944.625000 Penalty: 4636.701172
	Iteration 12Q: 3 clusters Score -1489945 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1490198.375000 Penalty: 4636.701172
	Iteration 13Q: 3 clusters Score -1490198 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1490460.625000 Penalty: 4636.701172
	Iteration 14Q: 3 clusters Score -1490461 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1490686.250000 Penalty: 4636.701172
	Iteration 15Q: 3 clusters Score -1490686 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1490891.625000 Penalty: 4636.701172
	Iteration 16Q: 3 clusters Score -1490892 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1491059.250000 Penalty: 4636.701172
	Iteration 17Q: 3 clusters Score -1491059 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1491192.250000 Penalty: 4636.701172
	Iteration 18Q: 3 clusters Score -1491192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1491321.375000 Penalty: 4636.701172
	Iteration 19Q: 3 clusters Score -1491321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1491409.500000 Penalty: 4636.701172
	Iteration 20F: 3 clusters Score -1491410 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1491501.500000 Penalty: 4636.701172
	Iteration 21Q: 3 clusters Score -1491502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1491563.625000 Penalty: 4636.701172
	Iteration 22Q: 3 clusters Score -1491564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1491605.250000 Penalty: 4636.701172
	Iteration 23Q: 3 clusters Score -1491605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1491643.875000 Penalty: 4636.701172
	Iteration 24Q: 3 clusters Score -1491644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1491679.375000 Penalty: 4636.701172
	Iteration 25Q: 3 clusters Score -1491679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1491709.500000 Penalty: 4636.701172
	Iteration 26Q: 3 clusters Score -1491710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1491733.125000 Penalty: 4636.701172
	Iteration 27Q: 3 clusters Score -1491733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1491752.750000 Penalty: 4636.701172
	Iteration 28Q: 3 clusters Score -1491753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1491765.125000 Penalty: 4636.701172
	Iteration 29Q: 3 clusters Score -1491765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1491783.000000 Penalty: 4636.701172
	Iteration 30Q: 3 clusters Score -1491783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1491795.125000 Penalty: 4636.701172
	Iteration 31Q: 3 clusters Score -1491795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1491805.250000 Penalty: 4636.701172
	Iteration 32Q: 3 clusters Score -1491805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1491815.250000 Penalty: 4636.701172
	Iteration 33Q: 3 clusters Score -1491815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1491824.125000 Penalty: 4636.701172
	Iteration 34Q: 3 clusters Score -1491824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1491827.000000 Penalty: 4636.701172
	Iteration 35Q: 3 clusters Score -1491827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1491832.625000 Penalty: 4636.701172
	Iteration 36Q: 3 clusters Score -1491833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1491839.625000 Penalty: 4636.701172
	Iteration 37Q: 3 clusters Score -1491840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1491843.750000 Penalty: 4636.701172
	Iteration 38Q: 3 clusters Score -1491844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1491846.625000 Penalty: 4636.701172
	Iteration 39Q: 3 clusters Score -1491847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1491848.750000 Penalty: 4636.701172
	Iteration 40F: 3 clusters Score -1491849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1491854.375000 Penalty: 4636.701172
	Iteration 41Q: 3 clusters Score -1491854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1491852.875000 Penalty: 4636.701172
	Iteration 42Q: 3 clusters Score -1491853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1491859.750000 Penalty: 4636.701172
	Iteration 43Q: 3 clusters Score -1491860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1491859.625000 Penalty: 4636.701172
	Iteration 44Q: 3 clusters Score -1491860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1491859.625000 Penalty: 4636.701172
	Iteration 45Q: 3 clusters Score -1491860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1491861.125000 Penalty: 4636.701172
	Iteration 46Q: 3 clusters Score -1491861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1491863.250000 Penalty: 4636.701172
	Iteration 47Q: 3 clusters Score -1491863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1491862.125000 Penalty: 4636.701172
	Iteration 48Q: 3 clusters Score -1491862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1491861.125000 Penalty: 4636.701172
	Iteration 49Q: 3 clusters Score -1491861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1491861.125000 Penalty: 4636.701172
	Iteration 50F: 3 clusters Score -1491861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Entering Unmasked Estep 
Score: -490371.343750 Penalty: 2049.625977
	Iteration 0F: 2 clusters Score -490371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -486550.687500 Penalty: 4099.251953
	Iteration 0F: 3 clusters Score -486550.7 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -487393.375000 Penalty: 4099.251953
	Iteration 1F: 3 clusters Score -487393.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -487621.218750 Penalty: 4099.251953
	Iteration 2F: 3 clusters Score -487621.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -487798.187500 Penalty: 4099.251953
	Iteration 3F: 3 clusters Score -487798.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -487962.250000 Penalty: 4099.251953
	Iteration 4Q: 3 clusters Score -487962.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -488101.718750 Penalty: 4099.251953
	Iteration 5Q: 3 clusters Score -488101.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -488242.062500 Penalty: 4099.251953
	Iteration 6Q: 3 clusters Score -488242.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -488369.968750 Penalty: 4099.251953
	Iteration 7Q: 3 clusters Score -488370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -488454.875000 Penalty: 4099.251953
	Iteration 8Q: 3 clusters Score -488454.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -488516.562500 Penalty: 4099.251953
	Iteration 9Q: 3 clusters Score -488516.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -488575.343750 Penalty: 4099.251953
	Iteration 10Q: 3 clusters Score -488575.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -488631.031250 Penalty: 4099.251953
	Iteration 11Q: 3 clusters Score -488631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -488666.875000 Penalty: 4099.251953
	Iteration 12Q: 3 clusters Score -488666.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -488688.406250 Penalty: 4099.251953
	Iteration 13Q: 3 clusters Score -488688.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -488708.531250 Penalty: 4099.251953
	Iteration 14Q: 3 clusters Score -488708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -488725.500000 Penalty: 4099.251953
	Iteration 15Q: 3 clusters Score -488725.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -488738.156250 Penalty: 4099.251953
	Iteration 16Q: 3 clusters Score -488738.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -488755.187500 Penalty: 4099.251953
	Iteration 17Q: 3 clusters Score -488755.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -488765.375000 Penalty: 4099.251953
	Iteration 18Q: 3 clusters Score -488765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -488775.968750 Penalty: 4099.251953
	Iteration 19Q: 3 clusters Score -488776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -488782.531250 Penalty: 4099.251953
	Iteration 20F: 3 clusters Score -488782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -488787.656250 Penalty: 4099.251953
	Iteration 21Q: 3 clusters Score -488787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -488793.468750 Penalty: 4099.251953
	Iteration 22Q: 3 clusters Score -488793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -488805.531250 Penalty: 4099.251953
	Iteration 23Q: 3 clusters Score -488805.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -488813.687500 Penalty: 4099.251953
	Iteration 24Q: 3 clusters Score -488813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -488821.156250 Penalty: 4099.251953
	Iteration 25Q: 3 clusters Score -488821.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -488827.968750 Penalty: 4099.251953
	Iteration 26Q: 3 clusters Score -488828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -488836.031250 Penalty: 4099.251953
	Iteration 27Q: 3 clusters Score -488836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -488842.406250 Penalty: 4099.251953
	Iteration 28Q: 3 clusters Score -488842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -488847.937500 Penalty: 4099.251953
	Iteration 29Q: 3 clusters Score -488847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -488853.687500 Penalty: 4099.251953
	Iteration 30Q: 3 clusters Score -488853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -488858.000000 Penalty: 4099.251953
	Iteration 31Q: 3 clusters Score -488858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -488860.625000 Penalty: 4099.251953
	Iteration 32Q: 3 clusters Score -488860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -488863.218750 Penalty: 4099.251953
	Iteration 33Q: 3 clusters Score -488863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -488867.218750 Penalty: 4099.251953
	Iteration 34Q: 3 clusters Score -488867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -488869.656250 Penalty: 4099.251953
	Iteration 35Q: 3 clusters Score -488869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -488872.125000 Penalty: 4099.251953
	Iteration 36Q: 3 clusters Score -488872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -488875.968750 Penalty: 4099.251953
	Iteration 37Q: 3 clusters Score -488876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -488876.500000 Penalty: 4099.251953
	Iteration 38Q: 3 clusters Score -488876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -488878.312500 Penalty: 4099.251953
	Iteration 39Q: 3 clusters Score -488878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -488881.000000 Penalty: 4099.251953
	Iteration 40F: 3 clusters Score -488881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -488881.781250 Penalty: 4099.251953
	Iteration 41Q: 3 clusters Score -488881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -488883.593750 Penalty: 4099.251953
	Iteration 42Q: 3 clusters Score -488883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -488885.625000 Penalty: 4099.251953
	Iteration 43Q: 3 clusters Score -488885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -488887.093750 Penalty: 4099.251953
	Iteration 44Q: 3 clusters Score -488887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -488888.031250 Penalty: 4099.251953
	Iteration 45Q: 3 clusters Score -488888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -488888.031250 Penalty: 4099.251953
	Iteration 46F: 3 clusters Score -488888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14623 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52608 members 
Mstep: Class 8 contains 162394 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112791 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 86798 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35047 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24919 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2210 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4648 members 
Mstep: Class 38 contains 7769 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 11478 members 
Mstep: Class 42 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267768.000000 Penalty: 145996.140625
Iteration 199Q: 44 clusters Score -1.112678e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 14621 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52607 members 
Mstep: Class 8 contains 162393 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112790 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 86802 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 35048 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24920 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2210 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4648 members 
Mstep: Class 38 contains 7765 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 11483 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267904.000000 Penalty: 145996.140625
Iteration 200F: 44 clusters Score -1.112679e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 14613 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52606 members 
Mstep: Class 8 contains 162383 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112787 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 86801 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6467 members 
Mstep: Class 26 contains 579 members 
Mstep: Class 27 contains 35044 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24917 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2210 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4644 members 
Mstep: Class 38 contains 7763 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 11487 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 145996.140625
Iteration 201Q: 44 clusters Score -1.11268e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 4 contains 14612 members 
Mstep: Class 5 contains 42170 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 52605 members 
Mstep: Class 8 contains 162380 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 112785 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 86802 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 35036 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24915 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 2214 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4647 members 
Mstep: Class 38 contains 7764 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 11491 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267896.000000 Penalty: 145996.140625
Iteration 202Q: 44 clusters Score -1.112679e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 11443 members 
Mstep: Class 4 contains 14608 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 52603 members 
Mstep: Class 8 contains 162380 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 112783 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 86805 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 34951 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6467 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 35017 members 
Mstep: Class 28 contains 14948 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24918 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 83093 members 
Mstep: Class 33 contains 2217 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4657 members 
Mstep: Class 38 contains 7763 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 11497 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268112.000000 Penalty: 145996.140625
Iteration 203Q: 44 clusters Score -1.112681e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 9422 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 4 contains 14605 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52599 members 
Mstep: Class 8 contains 162379 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 112779 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 86809 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 34953 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 572 members 
Mstep: Class 27 contains 34993 members 
Mstep: Class 28 contains 14948 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24922 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 83094 members 
Mstep: Class 33 contains 2219 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4665 members 
Mstep: Class 38 contains 7762 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 11506 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268040.000000 Penalty: 145996.140625
Iteration 204Q: 44 clusters Score -1.11268e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 9423 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14604 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52600 members 
Mstep: Class 8 contains 162383 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 112778 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 86817 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 34953 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6470 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34979 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24923 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2222 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5713 members 
Mstep: Class 37 contains 4670 members 
Mstep: Class 38 contains 7760 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 11511 members 
Mstep: Class 42 contains 3882 members 
Mstep: Class 43 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 145996.140625
Iteration 205Q: 44 clusters Score -1.112681e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 9424 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14603 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52598 members 
Mstep: Class 8 contains 162380 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 37302 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 112777 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 86824 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 34955 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 3393 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6470 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34967 members 
Mstep: Class 28 contains 14943 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24921 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2225 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5712 members 
Mstep: Class 37 contains 4679 members 
Mstep: Class 38 contains 7760 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 11512 members 
Mstep: Class 42 contains 3881 members 
Mstep: Class 43 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 145996.140625
Iteration 206Q: 44 clusters Score -1.112681e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 9428 members 
Mstep: Class 3 contains 11437 members 
Mstep: Class 4 contains 14601 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52593 members 
Mstep: Class 8 contains 162376 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 112776 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 86830 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34956 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6471 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34953 members 
Mstep: Class 28 contains 14943 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 24918 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83096 members 
Mstep: Class 33 contains 2225 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4687 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 11517 members 
Mstep: Class 42 contains 3879 members 
Mstep: Class 43 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 145996.140625
Iteration 207Q: 44 clusters Score -1.112681e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14600 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52589 members 
Mstep: Class 8 contains 162374 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 37295 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 112773 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 86829 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 34958 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34947 members 
Mstep: Class 28 contains 14942 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24920 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5715 members 
Mstep: Class 37 contains 4691 members 
Mstep: Class 38 contains 7759 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 742 members 
Mstep: Class 41 contains 11524 members 
Mstep: Class 42 contains 3877 members 
Mstep: Class 43 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268136.000000 Penalty: 145996.140625
Iteration 208Q: 44 clusters Score -1.112681e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 11437 members 
Mstep: Class 4 contains 14599 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 52586 members 
Mstep: Class 8 contains 162378 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 37291 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 112770 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 86829 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34962 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34937 members 
Mstep: Class 28 contains 14943 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24921 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 83097 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4696 members 
Mstep: Class 38 contains 7761 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 11529 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268064.000000 Penalty: 145996.140625
Iteration 209Q: 44 clusters Score -1.112681e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 9436 members 
Mstep: Class 3 contains 11438 members 
Mstep: Class 4 contains 14600 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52583 members 
Mstep: Class 8 contains 162375 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 4834 members 
Mstep: Class 12 contains 37288 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 112769 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 86830 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 34965 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34933 members 
Mstep: Class 28 contains 14944 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24920 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4697 members 
Mstep: Class 38 contains 7762 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 745 members 
Mstep: Class 41 contains 11531 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 145996.140625
Iteration 210Q: 44 clusters Score -1.112681e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 11437 members 
Mstep: Class 4 contains 14600 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52581 members 
Mstep: Class 8 contains 162374 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 37284 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 112768 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 86831 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 34968 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34930 members 
Mstep: Class 28 contains 14945 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24924 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4962 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4704 members 
Mstep: Class 38 contains 7760 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 11533 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 145996.140625
Iteration 211Q: 44 clusters Score -1.112681e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52579 members 
Mstep: Class 8 contains 162372 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 37283 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 112768 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 86829 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34970 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6471 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34926 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24927 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4962 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4709 members 
Mstep: Class 38 contains 7760 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 11538 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 145996.140625
Iteration 212Q: 44 clusters Score -1.11268e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14596 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52575 members 
Mstep: Class 8 contains 162369 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37280 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 112769 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 86829 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34971 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34925 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24925 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4716 members 
Mstep: Class 38 contains 7760 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 11541 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268000.000000 Penalty: 145996.140625
Iteration 213Q: 44 clusters Score -1.11268e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14595 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52572 members 
Mstep: Class 8 contains 162368 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 37275 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 112767 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86831 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34975 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6473 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34919 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24926 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4718 members 
Mstep: Class 38 contains 7761 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 11545 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 145996.140625
Iteration 214Q: 44 clusters Score -1.11268e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 162374 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 37272 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 112766 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86834 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34977 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34911 members 
Mstep: Class 28 contains 14945 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24928 members 
Mstep: Class 31 contains 20449 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4721 members 
Mstep: Class 38 contains 7761 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 747 members 
Mstep: Class 41 contains 11549 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267984.000000 Penalty: 145996.140625
Iteration 215Q: 44 clusters Score -1.11268e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162376 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112766 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 86837 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34904 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24928 members 
Mstep: Class 31 contains 20449 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4960 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4723 members 
Mstep: Class 38 contains 7760 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 145996.140625
Iteration 216Q: 44 clusters Score -1.11268e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162377 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112766 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86839 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34902 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24928 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4727 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 145996.140625
Iteration 217Q: 44 clusters Score -1.11268e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162379 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112766 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 86839 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34900 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24929 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4729 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268008.000000 Penalty: 145996.140625
Iteration 218Q: 44 clusters Score -1.11268e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162383 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112765 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86840 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34897 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24930 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4731 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 145996.140625
Iteration 219Q: 44 clusters Score -1.112681e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162383 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112763 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34897 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24930 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4730 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 145996.140625
Iteration 220F: 44 clusters Score -1.112681e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162383 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34896 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24931 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4733 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 145996.140625
Iteration 221Q: 44 clusters Score -1.112681e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162382 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112761 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34896 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24933 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4735 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268120.000000 Penalty: 145996.140625
Iteration 222Q: 44 clusters Score -1.112681e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162382 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34895 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24933 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4739 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 145996.140625
Iteration 223Q: 44 clusters Score -1.112681e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162381 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34893 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24933 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4743 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 145996.140625
Iteration 224Q: 44 clusters Score -1.11268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162379 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34892 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24933 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4747 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 145996.140625
Iteration 225Q: 44 clusters Score -1.11268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162379 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34892 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24934 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4749 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 145996.140625
Iteration 226Q: 44 clusters Score -1.11268e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 162376 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34891 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24934 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4753 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 145996.140625
Iteration 227Q: 44 clusters Score -1.11268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 162376 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 86841 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 34979 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34891 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24934 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4754 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11551 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268032.000000 Penalty: 145996.140625
Iteration 228Q: 44 clusters Score -1.11268e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 162377 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37270 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86842 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34887 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24934 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4758 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11550 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267968.000000 Penalty: 145996.140625
Iteration 229Q: 44 clusters Score -1.11268e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 162377 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86843 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34884 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24935 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4761 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11552 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267960.000000 Penalty: 145996.140625
Iteration 230Q: 44 clusters Score -1.11268e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 162375 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86846 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5213 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34881 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24935 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4763 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11553 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267976.000000 Penalty: 145996.140625
Iteration 231Q: 44 clusters Score -1.11268e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 162375 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86849 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34878 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24935 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4764 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11554 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 145996.140625
Iteration 232Q: 44 clusters Score -1.11268e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 162373 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112761 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86850 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34876 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4765 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268008.000000 Penalty: 145996.140625
Iteration 233Q: 44 clusters Score -1.11268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 162370 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112761 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86851 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5213 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34876 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4764 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11557 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 145996.140625
Iteration 234Q: 44 clusters Score -1.11268e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162370 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112761 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86851 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34874 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4766 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 145996.140625
Iteration 235Q: 44 clusters Score -1.11268e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162370 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112760 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86851 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34874 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4766 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 145996.140625
Iteration 236Q: 44 clusters Score -1.11268e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162370 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112760 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86851 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34874 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4766 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 145996.140625
Iteration 237F: 44 clusters Score -1.11268e+08 nChanged 0
Entering ConstructFrom: 
Score: -111268024.000000 Penalty: 145996.140625
Entering ConstructFrom: 
Trying to split cluster 1 (22890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Entering Unmasked Estep 
Score: -2957530.500000 Penalty: 2489.536865
	Iteration 0F: 2 clusters Score -2957530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2941619.000000 Penalty: 4979.073730
	Iteration 0F: 3 clusters Score -2941619 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2947057.500000 Penalty: 4979.073730
	Iteration 1F: 3 clusters Score -2947058 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2947496.750000 Penalty: 4979.073730
	Iteration 2F: 3 clusters Score -2947497 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2947994.000000 Penalty: 4979.073730
	Iteration 3Q: 3 clusters Score -2947994 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2948608.500000 Penalty: 4979.073730
	Iteration 4F: 3 clusters Score -2948608 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2949486.500000 Penalty: 4979.073730
	Iteration 5F: 3 clusters Score -2949486 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2950563.250000 Penalty: 4979.073730
	Iteration 6F: 3 clusters Score -2950563 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2951784.750000 Penalty: 4979.073730
	Iteration 7F: 3 clusters Score -2951785 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2952842.750000 Penalty: 4979.073730
	Iteration 8F: 3 clusters Score -2952843 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2953673.000000 Penalty: 4979.073730
	Iteration 9F: 3 clusters Score -2953673 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2954250.750000 Penalty: 4979.073730
	Iteration 10Q: 3 clusters Score -2954251 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2954798.250000 Penalty: 4979.073730
	Iteration 11Q: 3 clusters Score -2954798 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2955395.750000 Penalty: 4979.073730
	Iteration 12Q: 3 clusters Score -2955396 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2955889.000000 Penalty: 4979.073730
	Iteration 13Q: 3 clusters Score -2955889 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2956087.750000 Penalty: 4979.073730
	Iteration 14Q: 3 clusters Score -2956088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2956147.750000 Penalty: 4979.073730
	Iteration 15Q: 3 clusters Score -2956148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2956184.500000 Penalty: 4979.073730
	Iteration 16Q: 3 clusters Score -2956184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2956207.500000 Penalty: 4979.073730
	Iteration 17Q: 3 clusters Score -2956208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2956217.500000 Penalty: 4979.073730
	Iteration 18Q: 3 clusters Score -2956218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2956226.750000 Penalty: 4979.073730
	Iteration 19Q: 3 clusters Score -2956227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2956234.000000 Penalty: 4979.073730
	Iteration 20F: 3 clusters Score -2956234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2956246.750000 Penalty: 4979.073730
	Iteration 21Q: 3 clusters Score -2956247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2956250.750000 Penalty: 4979.073730
	Iteration 22Q: 3 clusters Score -2956251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2956250.250000 Penalty: 4979.073730
	Iteration 23Q: 3 clusters Score -2956250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2956254.500000 Penalty: 4979.073730
	Iteration 24Q: 3 clusters Score -2956254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2956256.750000 Penalty: 4979.073730
	Iteration 25Q: 3 clusters Score -2956257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2956257.250000 Penalty: 4979.073730
	Iteration 26Q: 3 clusters Score -2956257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2956257.500000 Penalty: 4979.073730
	Iteration 27Q: 3 clusters Score -2956258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2956259.000000 Penalty: 4979.073730
	Iteration 28Q: 3 clusters Score -2956259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2956260.000000 Penalty: 4979.073730
	Iteration 29Q: 3 clusters Score -2956260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2956259.000000 Penalty: 4979.073730
	Iteration 30Q: 3 clusters Score -2956259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2956258.500000 Penalty: 4979.073730
	Iteration 31Q: 3 clusters Score -2956258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2956265.250000 Penalty: 4979.073730
	Iteration 32Q: 3 clusters Score -2956265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2956270.500000 Penalty: 4979.073730
	Iteration 33Q: 3 clusters Score -2956270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2956265.750000 Penalty: 4979.073730
	Iteration 34Q: 3 clusters Score -2956266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2956267.750000 Penalty: 4979.073730
	Iteration 35Q: 3 clusters Score -2956268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2956271.500000 Penalty: 4979.073730
	Iteration 36Q: 3 clusters Score -2956272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2956275.250000 Penalty: 4979.073730
	Iteration 37Q: 3 clusters Score -2956275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2956274.500000 Penalty: 4979.073730
	Iteration 38Q: 3 clusters Score -2956274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2956279.250000 Penalty: 4979.073730
	Iteration 39Q: 3 clusters Score -2956279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2956278.500000 Penalty: 4979.073730
	Iteration 40F: 3 clusters Score -2956278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2956273.500000 Penalty: 4979.073730
	Iteration 41Q: 3 clusters Score -2956274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2956277.250000 Penalty: 4979.073730
	Iteration 42Q: 3 clusters Score -2956277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2956280.000000 Penalty: 4979.073730
	Iteration 43Q: 3 clusters Score -2956280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2956280.000000 Penalty: 4979.073730
	Iteration 44F: 3 clusters Score -2956280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1225342.875000 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -1225343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1218069.750000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -1218070 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1220095.875000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -1220096 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1220390.000000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -1220390 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1220629.250000 Penalty: 4539.796875
	Iteration 3F: 3 clusters Score -1220629 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1220834.500000 Penalty: 4539.796875
	Iteration 4Q: 3 clusters Score -1220834 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1221080.000000 Penalty: 4539.796875
	Iteration 5Q: 3 clusters Score -1221080 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1221419.375000 Penalty: 4539.796875
	Iteration 6Q: 3 clusters Score -1221419 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1221784.250000 Penalty: 4539.796875
	Iteration 7F: 3 clusters Score -1221784 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1222159.875000 Penalty: 4539.796875
	Iteration 8F: 3 clusters Score -1222160 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1222495.000000 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -1222495 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1222780.875000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -1222781 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1222986.000000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -1222986 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1223144.125000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -1223144 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1223237.125000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -1223237 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1223312.625000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -1223313 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1223380.500000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -1223380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1223436.625000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -1223437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1223473.625000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -1223474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1223508.125000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -1223508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1223534.125000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -1223534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1223552.375000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -1223552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1223560.000000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -1223560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1223564.125000 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -1223564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1223568.125000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -1223568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1223569.125000 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -1223569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1223572.875000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -1223573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1223576.875000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -1223577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1223575.625000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -1223576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1223577.625000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -1223578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1223579.125000 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -1223579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1223580.500000 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -1223580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1223582.875000 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -1223583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1223586.125000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -1223586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1223592.500000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -1223592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1223593.750000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -1223594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1223594.875000 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -1223595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1223595.625000 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -1223596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1223596.500000 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -1223596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1223596.000000 Penalty: 4539.796875
	Iteration 38Q: 3 clusters Score -1223596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1223596.000000 Penalty: 4539.796875
	Iteration 39F: 3 clusters Score -1223596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Entering Unmasked Estep 
Score: -1492277.875000 Penalty: 2317.441406
	Iteration 0F: 2 clusters Score -1492278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1483627.250000 Penalty: 4634.882812
	Iteration 0F: 3 clusters Score -1483627 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1486219.250000 Penalty: 4634.882812
	Iteration 1F: 3 clusters Score -1486219 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1486547.875000 Penalty: 4634.882812
	Iteration 2F: 3 clusters Score -1486548 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1486921.250000 Penalty: 4634.882812
	Iteration 3F: 3 clusters Score -1486921 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1487540.500000 Penalty: 4634.882812
	Iteration 4F: 3 clusters Score -1487540 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1488448.250000 Penalty: 4634.882812
	Iteration 5F: 3 clusters Score -1488448 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1489522.375000 Penalty: 4634.882812
	Iteration 6F: 3 clusters Score -1489522 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1490296.375000 Penalty: 4634.882812
	Iteration 7F: 3 clusters Score -1490296 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1490750.875000 Penalty: 4634.882812
	Iteration 8F: 3 clusters Score -1490751 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1491003.625000 Penalty: 4634.882812
	Iteration 9Q: 3 clusters Score -1491004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1491136.500000 Penalty: 4634.882812
	Iteration 10Q: 3 clusters Score -1491136 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1491259.375000 Penalty: 4634.882812
	Iteration 11Q: 3 clusters Score -1491259 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1491335.625000 Penalty: 4634.882812
	Iteration 12Q: 3 clusters Score -1491336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1491390.375000 Penalty: 4634.882812
	Iteration 13Q: 3 clusters Score -1491390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1491434.625000 Penalty: 4634.882812
	Iteration 14Q: 3 clusters Score -1491435 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1491468.250000 Penalty: 4634.882812
	Iteration 15Q: 3 clusters Score -1491468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1491489.000000 Penalty: 4634.882812
	Iteration 16Q: 3 clusters Score -1491489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1491505.750000 Penalty: 4634.882812
	Iteration 17Q: 3 clusters Score -1491506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1491514.000000 Penalty: 4634.882812
	Iteration 18Q: 3 clusters Score -1491514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1491519.375000 Penalty: 4634.882812
	Iteration 19Q: 3 clusters Score -1491519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1491525.500000 Penalty: 4634.882812
	Iteration 20F: 3 clusters Score -1491526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1491538.000000 Penalty: 4634.882812
	Iteration 21Q: 3 clusters Score -1491538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1491545.125000 Penalty: 4634.882812
	Iteration 22Q: 3 clusters Score -1491545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1491550.750000 Penalty: 4634.882812
	Iteration 23Q: 3 clusters Score -1491551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1491553.125000 Penalty: 4634.882812
	Iteration 24Q: 3 clusters Score -1491553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1491558.875000 Penalty: 4634.882812
	Iteration 25Q: 3 clusters Score -1491559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1491562.125000 Penalty: 4634.882812
	Iteration 26Q: 3 clusters Score -1491562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1491561.750000 Penalty: 4634.882812
	Iteration 27Q: 3 clusters Score -1491562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1491562.875000 Penalty: 4634.882812
	Iteration 28Q: 3 clusters Score -1491563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1491567.625000 Penalty: 4634.882812
	Iteration 29Q: 3 clusters Score -1491568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1491570.375000 Penalty: 4634.882812
	Iteration 30Q: 3 clusters Score -1491570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1491569.000000 Penalty: 4634.882812
	Iteration 31Q: 3 clusters Score -1491569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1491569.375000 Penalty: 4634.882812
	Iteration 32Q: 3 clusters Score -1491569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1491569.375000 Penalty: 4634.882812
	Iteration 33F: 3 clusters Score -1491569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Entering Unmasked Estep 
Score: -1865608.625000 Penalty: 2377.897705
	Iteration 0F: 2 clusters Score -1865609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1855031.625000 Penalty: 4755.795410
	Iteration 0F: 3 clusters Score -1855032 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1858672.750000 Penalty: 4755.795410
	Iteration 1F: 3 clusters Score -1858673 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1859328.125000 Penalty: 4755.795410
	Iteration 2F: 3 clusters Score -1859328 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1860019.500000 Penalty: 4755.795410
	Iteration 3F: 3 clusters Score -1860020 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1860750.875000 Penalty: 4755.795410
	Iteration 4F: 3 clusters Score -1860751 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1861417.875000 Penalty: 4755.795410
	Iteration 5F: 3 clusters Score -1861418 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1861970.250000 Penalty: 4755.795410
	Iteration 6F: 3 clusters Score -1861970 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1862447.250000 Penalty: 4755.795410
	Iteration 7F: 3 clusters Score -1862447 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1862820.375000 Penalty: 4755.795410
	Iteration 8Q: 3 clusters Score -1862820 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1863123.125000 Penalty: 4755.795410
	Iteration 9Q: 3 clusters Score -1863123 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1863418.500000 Penalty: 4755.795410
	Iteration 10Q: 3 clusters Score -1863418 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1863731.375000 Penalty: 4755.795410
	Iteration 11Q: 3 clusters Score -1863731 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1864054.750000 Penalty: 4755.795410
	Iteration 12Q: 3 clusters Score -1864055 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1864360.250000 Penalty: 4755.795410
	Iteration 13Q: 3 clusters Score -1864360 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1864620.000000 Penalty: 4755.795410
	Iteration 14Q: 3 clusters Score -1864620 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1864788.750000 Penalty: 4755.795410
	Iteration 15Q: 3 clusters Score -1864789 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1864888.625000 Penalty: 4755.795410
	Iteration 16Q: 3 clusters Score -1864889 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1864953.125000 Penalty: 4755.795410
	Iteration 17Q: 3 clusters Score -1864953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1864999.875000 Penalty: 4755.795410
	Iteration 18Q: 3 clusters Score -1865000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1865040.125000 Penalty: 4755.795410
	Iteration 19Q: 3 clusters Score -1865040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1865060.750000 Penalty: 4755.795410
	Iteration 20F: 3 clusters Score -1865061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1865074.250000 Penalty: 4755.795410
	Iteration 21Q: 3 clusters Score -1865074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1865088.875000 Penalty: 4755.795410
	Iteration 22Q: 3 clusters Score -1865089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1865093.250000 Penalty: 4755.795410
	Iteration 23Q: 3 clusters Score -1865093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1865097.500000 Penalty: 4755.795410
	Iteration 24Q: 3 clusters Score -1865098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1865097.250000 Penalty: 4755.795410
	Iteration 25Q: 3 clusters Score -1865097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1865106.625000 Penalty: 4755.795410
	Iteration 26Q: 3 clusters Score -1865107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1865111.250000 Penalty: 4755.795410
	Iteration 27Q: 3 clusters Score -1865111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1865121.625000 Penalty: 4755.795410
	Iteration 28Q: 3 clusters Score -1865122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1865127.625000 Penalty: 4755.795410
	Iteration 29Q: 3 clusters Score -1865128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1865129.500000 Penalty: 4755.795410
	Iteration 30Q: 3 clusters Score -1865130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1865128.375000 Penalty: 4755.795410
	Iteration 31Q: 3 clusters Score -1865128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1865131.625000 Penalty: 4755.795410
	Iteration 32Q: 3 clusters Score -1865132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1865129.750000 Penalty: 4755.795410
	Iteration 33Q: 3 clusters Score -1865130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1865132.000000 Penalty: 4755.795410
	Iteration 34Q: 3 clusters Score -1865132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1865133.375000 Penalty: 4755.795410
	Iteration 35Q: 3 clusters Score -1865133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1865126.875000 Penalty: 4755.795410
	Iteration 36Q: 3 clusters Score -1865127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1865128.000000 Penalty: 4755.795410
	Iteration 37Q: 3 clusters Score -1865128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1865130.625000 Penalty: 4755.795410
	Iteration 38Q: 3 clusters Score -1865131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1865132.625000 Penalty: 4755.795410
	Iteration 39Q: 3 clusters Score -1865133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1865132.625000 Penalty: 4755.795410
	Iteration 40F: 3 clusters Score -1865133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Entering Unmasked Estep 
Score: -5493445.000000 Penalty: 2641.131836
	Iteration 0F: 2 clusters Score -5493445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5464956.000000 Penalty: 5282.263672
	Iteration 0F: 3 clusters Score -5464956 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5475891.500000 Penalty: 5282.263672
	Iteration 1F: 3 clusters Score -5475892 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5476850.500000 Penalty: 5282.263672
	Iteration 2F: 3 clusters Score -5476850 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5477967.500000 Penalty: 5282.263672
	Iteration 3F: 3 clusters Score -5477968 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5479101.500000 Penalty: 5282.263672
	Iteration 4F: 3 clusters Score -5479102 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5480317.500000 Penalty: 5282.263672
	Iteration 5F: 3 clusters Score -5480318 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5481588.000000 Penalty: 5282.263672
	Iteration 6F: 3 clusters Score -5481588 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -5483010.500000 Penalty: 5282.263672
	Iteration 7F: 3 clusters Score -5483010 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -5484263.500000 Penalty: 5282.263672
	Iteration 8F: 3 clusters Score -5484264 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5485332.000000 Penalty: 5282.263672
	Iteration 9Q: 3 clusters Score -5485332 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5486267.500000 Penalty: 5282.263672
	Iteration 10Q: 3 clusters Score -5486268 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5487042.500000 Penalty: 5282.263672
	Iteration 11Q: 3 clusters Score -5487042 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5487722.000000 Penalty: 5282.263672
	Iteration 12Q: 3 clusters Score -5487722 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5488236.500000 Penalty: 5282.263672
	Iteration 13Q: 3 clusters Score -5488236 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -5488664.000000 Penalty: 5282.263672
	Iteration 14Q: 3 clusters Score -5488664 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -5489007.500000 Penalty: 5282.263672
	Iteration 15Q: 3 clusters Score -5489008 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -5489321.500000 Penalty: 5282.263672
	Iteration 16Q: 3 clusters Score -5489322 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -5489579.000000 Penalty: 5282.263672
	Iteration 17Q: 3 clusters Score -5489579 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -5489789.000000 Penalty: 5282.263672
	Iteration 18Q: 3 clusters Score -5489789 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -5490004.000000 Penalty: 5282.263672
	Iteration 19Q: 3 clusters Score -5490004 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -5490210.000000 Penalty: 5282.263672
	Iteration 20F: 3 clusters Score -5490210 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5490360.500000 Penalty: 5282.263672
	Iteration 21Q: 3 clusters Score -5490360 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5490555.000000 Penalty: 5282.263672
	Iteration 22Q: 3 clusters Score -5490555 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5490792.000000 Penalty: 5282.263672
	Iteration 23Q: 3 clusters Score -5490792 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5490991.000000 Penalty: 5282.263672
	Iteration 24Q: 3 clusters Score -5490991 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5491146.000000 Penalty: 5282.263672
	Iteration 25Q: 3 clusters Score -5491146 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5491231.000000 Penalty: 5282.263672
	Iteration 26Q: 3 clusters Score -5491231 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5491308.000000 Penalty: 5282.263672
	Iteration 27Q: 3 clusters Score -5491308 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5491363.000000 Penalty: 5282.263672
	Iteration 28Q: 3 clusters Score -5491363 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -5491408.000000 Penalty: 5282.263672
	Iteration 29Q: 3 clusters Score -5491408 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5491436.500000 Penalty: 5282.263672
	Iteration 30Q: 3 clusters Score -5491436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -5491467.000000 Penalty: 5282.263672
	Iteration 31Q: 3 clusters Score -5491467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5491508.000000 Penalty: 5282.263672
	Iteration 32Q: 3 clusters Score -5491508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5491538.500000 Penalty: 5282.263672
	Iteration 33Q: 3 clusters Score -5491538 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5491576.000000 Penalty: 5282.263672
	Iteration 34Q: 3 clusters Score -5491576 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5491616.500000 Penalty: 5282.263672
	Iteration 35Q: 3 clusters Score -5491616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5491672.500000 Penalty: 5282.263672
	Iteration 36Q: 3 clusters Score -5491672 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5491703.000000 Penalty: 5282.263672
	Iteration 37Q: 3 clusters Score -5491703 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5491728.500000 Penalty: 5282.263672
	Iteration 38Q: 3 clusters Score -5491728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5491769.500000 Penalty: 5282.263672
	Iteration 39Q: 3 clusters Score -5491770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5491786.500000 Penalty: 5282.263672
	Iteration 40F: 3 clusters Score -5491786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5491817.000000 Penalty: 5282.263672
	Iteration 41Q: 3 clusters Score -5491817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5491845.000000 Penalty: 5282.263672
	Iteration 42Q: 3 clusters Score -5491845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5491849.000000 Penalty: 5282.263672
	Iteration 43Q: 3 clusters Score -5491849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5491859.000000 Penalty: 5282.263672
	Iteration 44Q: 3 clusters Score -5491859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5491852.500000 Penalty: 5282.263672
	Iteration 45Q: 3 clusters Score -5491852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5491854.500000 Penalty: 5282.263672
	Iteration 46Q: 3 clusters Score -5491854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5491868.000000 Penalty: 5282.263672
	Iteration 47Q: 3 clusters Score -5491868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5491864.500000 Penalty: 5282.263672
	Iteration 48Q: 3 clusters Score -5491864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5491876.000000 Penalty: 5282.263672
	Iteration 49Q: 3 clusters Score -5491876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5491866.000000 Penalty: 5282.263672
	Iteration 50Q: 3 clusters Score -5491866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5491886.500000 Penalty: 5282.263672
	Iteration 51Q: 3 clusters Score -5491886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5491887.500000 Penalty: 5282.263672
	Iteration 52Q: 3 clusters Score -5491888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5491898.000000 Penalty: 5282.263672
	Iteration 53Q: 3 clusters Score -5491898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5491908.500000 Penalty: 5282.263672
	Iteration 54Q: 3 clusters Score -5491908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5491912.000000 Penalty: 5282.263672
	Iteration 55Q: 3 clusters Score -5491912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5491911.000000 Penalty: 5282.263672
	Iteration 56Q: 3 clusters Score -5491911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5491930.000000 Penalty: 5282.263672
	Iteration 57Q: 3 clusters Score -5491930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5491920.500000 Penalty: 5282.263672
	Iteration 58Q: 3 clusters Score -5491920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5491932.500000 Penalty: 5282.263672
	Iteration 59Q: 3 clusters Score -5491932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5491925.500000 Penalty: 5282.263672
	Iteration 60F: 3 clusters Score -5491926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5491927.500000 Penalty: 5282.263672
	Iteration 61Q: 3 clusters Score -5491928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5491933.000000 Penalty: 5282.263672
	Iteration 62Q: 3 clusters Score -5491933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5491927.500000 Penalty: 5282.263672
	Iteration 63Q: 3 clusters Score -5491928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5491937.500000 Penalty: 5282.263672
	Iteration 64Q: 3 clusters Score -5491938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5491934.500000 Penalty: 5282.263672
	Iteration 65Q: 3 clusters Score -5491934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5491942.000000 Penalty: 5282.263672
	Iteration 66Q: 3 clusters Score -5491942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5491942.500000 Penalty: 5282.263672
	Iteration 67Q: 3 clusters Score -5491942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5491937.500000 Penalty: 5282.263672
	Iteration 68Q: 3 clusters Score -5491938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5491939.500000 Penalty: 5282.263672
	Iteration 69Q: 3 clusters Score -5491940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5491938.500000 Penalty: 5282.263672
	Iteration 70Q: 3 clusters Score -5491938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5491936.000000 Penalty: 5282.263672
	Iteration 71Q: 3 clusters Score -5491936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5491938.000000 Penalty: 5282.263672
	Iteration 72Q: 3 clusters Score -5491938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5491934.500000 Penalty: 5282.263672
	Iteration 73Q: 3 clusters Score -5491934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5491931.000000 Penalty: 5282.263672
	Iteration 74Q: 3 clusters Score -5491931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5491928.500000 Penalty: 5282.263672
	Iteration 75Q: 3 clusters Score -5491928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5491932.000000 Penalty: 5282.263672
	Iteration 76Q: 3 clusters Score -5491932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5491927.500000 Penalty: 5282.263672
	Iteration 77Q: 3 clusters Score -5491928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5491927.500000 Penalty: 5282.263672
	Iteration 78Q: 3 clusters Score -5491928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5491924.500000 Penalty: 5282.263672
	Iteration 79Q: 3 clusters Score -5491924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5491924.500000 Penalty: 5282.263672
	Iteration 80F: 3 clusters Score -5491924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -860696.937500 Penalty: 2182.950928
	Iteration 0F: 2 clusters Score -860696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -855102.750000 Penalty: 4365.901855
	Iteration 0F: 3 clusters Score -855102.8 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -856592.312500 Penalty: 4365.901855
	Iteration 1F: 3 clusters Score -856592.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -856873.125000 Penalty: 4365.901855
	Iteration 2F: 3 clusters Score -856873.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -857089.500000 Penalty: 4365.901855
	Iteration 3F: 3 clusters Score -857089.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -857265.125000 Penalty: 4365.901855
	Iteration 4Q: 3 clusters Score -857265.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -857383.687500 Penalty: 4365.901855
	Iteration 5Q: 3 clusters Score -857383.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -857484.750000 Penalty: 4365.901855
	Iteration 6Q: 3 clusters Score -857484.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -857587.937500 Penalty: 4365.901855
	Iteration 7Q: 3 clusters Score -857587.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -857716.562500 Penalty: 4365.901855
	Iteration 8Q: 3 clusters Score -857716.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -857862.750000 Penalty: 4365.901855
	Iteration 9Q: 3 clusters Score -857862.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -858017.375000 Penalty: 4365.901855
	Iteration 10Q: 3 clusters Score -858017.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -858163.125000 Penalty: 4365.901855
	Iteration 11Q: 3 clusters Score -858163.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -858285.375000 Penalty: 4365.901855
	Iteration 12Q: 3 clusters Score -858285.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -858402.312500 Penalty: 4365.901855
	Iteration 13Q: 3 clusters Score -858402.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -858511.562500 Penalty: 4365.901855
	Iteration 14Q: 3 clusters Score -858511.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -858627.500000 Penalty: 4365.901855
	Iteration 15Q: 3 clusters Score -858627.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -858720.625000 Penalty: 4365.901855
	Iteration 16Q: 3 clusters Score -858720.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -858793.875000 Penalty: 4365.901855
	Iteration 17Q: 3 clusters Score -858793.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -858846.312500 Penalty: 4365.901855
	Iteration 18Q: 3 clusters Score -858846.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -858888.250000 Penalty: 4365.901855
	Iteration 19Q: 3 clusters Score -858888.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -858918.125000 Penalty: 4365.901855
	Iteration 20F: 3 clusters Score -858918.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -858939.437500 Penalty: 4365.901855
	Iteration 21Q: 3 clusters Score -858939.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -858957.250000 Penalty: 4365.901855
	Iteration 22Q: 3 clusters Score -858957.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -858971.562500 Penalty: 4365.901855
	Iteration 23Q: 3 clusters Score -858971.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -858980.937500 Penalty: 4365.901855
	Iteration 24Q: 3 clusters Score -858980.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -858988.812500 Penalty: 4365.901855
	Iteration 25Q: 3 clusters Score -858988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -858995.500000 Penalty: 4365.901855
	Iteration 26Q: 3 clusters Score -858995.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -859002.562500 Penalty: 4365.901855
	Iteration 27Q: 3 clusters Score -859002.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -859015.562500 Penalty: 4365.901855
	Iteration 28Q: 3 clusters Score -859015.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -859024.375000 Penalty: 4365.901855
	Iteration 29Q: 3 clusters Score -859024.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -859038.000000 Penalty: 4365.901855
	Iteration 30Q: 3 clusters Score -859038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -859054.000000 Penalty: 4365.901855
	Iteration 31Q: 3 clusters Score -859054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -859062.250000 Penalty: 4365.901855
	Iteration 32Q: 3 clusters Score -859062.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -859074.187500 Penalty: 4365.901855
	Iteration 33Q: 3 clusters Score -859074.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -859090.187500 Penalty: 4365.901855
	Iteration 34Q: 3 clusters Score -859090.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -859102.687500 Penalty: 4365.901855
	Iteration 35Q: 3 clusters Score -859102.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -859110.125000 Penalty: 4365.901855
	Iteration 36Q: 3 clusters Score -859110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -859117.062500 Penalty: 4365.901855
	Iteration 37Q: 3 clusters Score -859117.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -859122.750000 Penalty: 4365.901855
	Iteration 38Q: 3 clusters Score -859122.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -859129.375000 Penalty: 4365.901855
	Iteration 39Q: 3 clusters Score -859129.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -859135.937500 Penalty: 4365.901855
	Iteration 40F: 3 clusters Score -859135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -859142.062500 Penalty: 4365.901855
	Iteration 41Q: 3 clusters Score -859142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -859146.437500 Penalty: 4365.901855
	Iteration 42Q: 3 clusters Score -859146.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -859148.062500 Penalty: 4365.901855
	Iteration 43Q: 3 clusters Score -859148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -859148.937500 Penalty: 4365.901855
	Iteration 44Q: 3 clusters Score -859148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -859149.937500 Penalty: 4365.901855
	Iteration 45Q: 3 clusters Score -859149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -859149.750000 Penalty: 4365.901855
	Iteration 46Q: 3 clusters Score -859149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -859151.750000 Penalty: 4365.901855
	Iteration 47Q: 3 clusters Score -859151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -859154.875000 Penalty: 4365.901855
	Iteration 48Q: 3 clusters Score -859154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -859158.500000 Penalty: 4365.901855
	Iteration 49Q: 3 clusters Score -859158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -859159.562500 Penalty: 4365.901855
	Iteration 50Q: 3 clusters Score -859159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -859160.875000 Penalty: 4365.901855
	Iteration 51Q: 3 clusters Score -859160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -859160.625000 Penalty: 4365.901855
	Iteration 52Q: 3 clusters Score -859160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -859160.625000 Penalty: 4365.901855
	Iteration 53F: 3 clusters Score -859160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Entering Unmasked Estep 
Score: -6949569.000000 Penalty: 2695.711670
	Iteration 0F: 2 clusters Score -6949569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -6914249.500000 Penalty: 5391.423340
	Iteration 0F: 3 clusters Score -6914250 nChanged 24500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6928059.500000 Penalty: 5391.423340
	Iteration 1F: 3 clusters Score -6928060 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6928714.000000 Penalty: 5391.423340
	Iteration 2Q: 3 clusters Score -6928714 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -6929320.500000 Penalty: 5391.423340
	Iteration 3Q: 3 clusters Score -6929320 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -6929942.000000 Penalty: 5391.423340
	Iteration 4Q: 3 clusters Score -6929942 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -6930525.500000 Penalty: 5391.423340
	Iteration 5Q: 3 clusters Score -6930526 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -6931182.500000 Penalty: 5391.423340
	Iteration 6Q: 3 clusters Score -6931182 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -6931885.000000 Penalty: 5391.423340
	Iteration 7Q: 3 clusters Score -6931885 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6932785.000000 Penalty: 5391.423340
	Iteration 8Q: 3 clusters Score -6932785 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -6933722.500000 Penalty: 5391.423340
	Iteration 9Q: 3 clusters Score -6933722 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6934718.500000 Penalty: 5391.423340
	Iteration 10Q: 3 clusters Score -6934718 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6935759.500000 Penalty: 5391.423340
	Iteration 11Q: 3 clusters Score -6935760 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6936836.000000 Penalty: 5391.423340
	Iteration 12Q: 3 clusters Score -6936836 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -6937860.000000 Penalty: 5391.423340
	Iteration 13Q: 3 clusters Score -6937860 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -6938831.000000 Penalty: 5391.423340
	Iteration 14Q: 3 clusters Score -6938831 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6939704.000000 Penalty: 5391.423340
	Iteration 15Q: 3 clusters Score -6939704 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6940602.000000 Penalty: 5391.423340
	Iteration 16Q: 3 clusters Score -6940602 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6941387.000000 Penalty: 5391.423340
	Iteration 17Q: 3 clusters Score -6941387 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6942153.500000 Penalty: 5391.423340
	Iteration 18Q: 3 clusters Score -6942154 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -6942874.000000 Penalty: 5391.423340
	Iteration 19Q: 3 clusters Score -6942874 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -6943461.000000 Penalty: 5391.423340
	Iteration 20F: 3 clusters Score -6943461 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -6944085.000000 Penalty: 5391.423340
	Iteration 21Q: 3 clusters Score -6944085 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6944671.000000 Penalty: 5391.423340
	Iteration 22Q: 3 clusters Score -6944671 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -6945226.000000 Penalty: 5391.423340
	Iteration 23Q: 3 clusters Score -6945226 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6945640.000000 Penalty: 5391.423340
	Iteration 24Q: 3 clusters Score -6945640 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -6946022.000000 Penalty: 5391.423340
	Iteration 25Q: 3 clusters Score -6946022 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -6946316.000000 Penalty: 5391.423340
	Iteration 26Q: 3 clusters Score -6946316 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6946681.000000 Penalty: 5391.423340
	Iteration 27Q: 3 clusters Score -6946681 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6946927.500000 Penalty: 5391.423340
	Iteration 28Q: 3 clusters Score -6946928 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6947088.500000 Penalty: 5391.423340
	Iteration 29Q: 3 clusters Score -6947088 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6947233.500000 Penalty: 5391.423340
	Iteration 30Q: 3 clusters Score -6947234 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6947313.500000 Penalty: 5391.423340
	Iteration 31Q: 3 clusters Score -6947314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6947403.000000 Penalty: 5391.423340
	Iteration 32Q: 3 clusters Score -6947403 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6947467.500000 Penalty: 5391.423340
	Iteration 33Q: 3 clusters Score -6947468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6947514.000000 Penalty: 5391.423340
	Iteration 34Q: 3 clusters Score -6947514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6947567.000000 Penalty: 5391.423340
	Iteration 35Q: 3 clusters Score -6947567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6947575.500000 Penalty: 5391.423340
	Iteration 36Q: 3 clusters Score -6947576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6947586.500000 Penalty: 5391.423340
	Iteration 37Q: 3 clusters Score -6947586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6947592.500000 Penalty: 5391.423340
	Iteration 38Q: 3 clusters Score -6947592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6947604.000000 Penalty: 5391.423340
	Iteration 39Q: 3 clusters Score -6947604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6947605.500000 Penalty: 5391.423340
	Iteration 40F: 3 clusters Score -6947606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6947623.500000 Penalty: 5391.423340
	Iteration 41Q: 3 clusters Score -6947624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6947636.000000 Penalty: 5391.423340
	Iteration 42Q: 3 clusters Score -6947636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6947633.000000 Penalty: 5391.423340
	Iteration 43Q: 3 clusters Score -6947633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6947647.500000 Penalty: 5391.423340
	Iteration 44Q: 3 clusters Score -6947648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6947661.000000 Penalty: 5391.423340
	Iteration 45Q: 3 clusters Score -6947661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6947657.000000 Penalty: 5391.423340
	Iteration 46Q: 3 clusters Score -6947657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6947659.000000 Penalty: 5391.423340
	Iteration 47Q: 3 clusters Score -6947659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6947667.500000 Penalty: 5391.423340
	Iteration 48Q: 3 clusters Score -6947668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6947670.500000 Penalty: 5391.423340
	Iteration 49Q: 3 clusters Score -6947670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6947681.500000 Penalty: 5391.423340
	Iteration 50Q: 3 clusters Score -6947682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6947687.000000 Penalty: 5391.423340
	Iteration 51Q: 3 clusters Score -6947687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6947684.500000 Penalty: 5391.423340
	Iteration 52Q: 3 clusters Score -6947684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6947696.000000 Penalty: 5391.423340
	Iteration 53Q: 3 clusters Score -6947696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6947703.000000 Penalty: 5391.423340
	Iteration 54Q: 3 clusters Score -6947703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6947712.000000 Penalty: 5391.423340
	Iteration 55Q: 3 clusters Score -6947712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6947700.000000 Penalty: 5391.423340
	Iteration 56Q: 3 clusters Score -6947700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6947705.500000 Penalty: 5391.423340
	Iteration 57Q: 3 clusters Score -6947706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6947708.500000 Penalty: 5391.423340
	Iteration 58Q: 3 clusters Score -6947708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6947707.000000 Penalty: 5391.423340
	Iteration 59Q: 3 clusters Score -6947707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6947710.000000 Penalty: 5391.423340
	Iteration 60F: 3 clusters Score -6947710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6947707.000000 Penalty: 5391.423340
	Iteration 61Q: 3 clusters Score -6947707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6947705.500000 Penalty: 5391.423340
	Iteration 62Q: 3 clusters Score -6947706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6947705.500000 Penalty: 5391.423340
	Iteration 63F: 3 clusters Score -6947706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162370 members 
Entering Unmasked Estep 
Score: -21266932.000000 Penalty: 2975.413086
	Iteration 0F: 2 clusters Score -2.126693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -21158422.000000 Penalty: 5950.826172
	Iteration 0F: 3 clusters Score -2.115842e+07 nChanged 77525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -21203078.000000 Penalty: 5950.826172
	Iteration 1F: 3 clusters Score -2.120308e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -21204092.000000 Penalty: 5950.826172
	Iteration 2Q: 3 clusters Score -2.120409e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -21205194.000000 Penalty: 5950.826172
	Iteration 3Q: 3 clusters Score -2.120519e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -21206448.000000 Penalty: 5950.826172
	Iteration 4Q: 3 clusters Score -2.120645e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -21208196.000000 Penalty: 5950.826172
	Iteration 5Q: 3 clusters Score -2.12082e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -21210882.000000 Penalty: 5950.826172
	Iteration 6Q: 3 clusters Score -2.121088e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -21214908.000000 Penalty: 5950.826172
	Iteration 7F: 3 clusters Score -2.121491e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -21221616.000000 Penalty: 5950.826172
	Iteration 8F: 3 clusters Score -2.122162e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -21230600.000000 Penalty: 5950.826172
	Iteration 9F: 3 clusters Score -2.12306e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138093 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -21241486.000000 Penalty: 5950.826172
	Iteration 10F: 3 clusters Score -2.124149e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -21251762.000000 Penalty: 5950.826172
	Iteration 11F: 3 clusters Score -2.125176e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156537 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -21258962.000000 Penalty: 5950.826172
	Iteration 12Q: 3 clusters Score -2.125896e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160235 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -21262428.000000 Penalty: 5950.826172
	Iteration 13Q: 3 clusters Score -2.126243e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -21263646.000000 Penalty: 5950.826172
	Iteration 14Q: 3 clusters Score -2.126365e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161929 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21263998.000000 Penalty: 5950.826172
	Iteration 15Q: 3 clusters Score -2.1264e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162031 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21264120.000000 Penalty: 5950.826172
	Iteration 16Q: 3 clusters Score -2.126412e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21264204.000000 Penalty: 5950.826172
	Iteration 17Q: 3 clusters Score -2.12642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162095 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21264272.000000 Penalty: 5950.826172
	Iteration 18Q: 3 clusters Score -2.126427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21264318.000000 Penalty: 5950.826172
	Iteration 19Q: 3 clusters Score -2.126432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21264338.000000 Penalty: 5950.826172
	Iteration 20F: 3 clusters Score -2.126434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162110 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21264352.000000 Penalty: 5950.826172
	Iteration 21Q: 3 clusters Score -2.126435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21264378.000000 Penalty: 5950.826172
	Iteration 22Q: 3 clusters Score -2.126438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21264380.000000 Penalty: 5950.826172
	Iteration 23Q: 3 clusters Score -2.126438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21264382.000000 Penalty: 5950.826172
	Iteration 24Q: 3 clusters Score -2.126438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21264380.000000 Penalty: 5950.826172
	Iteration 25Q: 3 clusters Score -2.126438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162121 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21264398.000000 Penalty: 5950.826172
	Iteration 26Q: 3 clusters Score -2.12644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162123 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21264398.000000 Penalty: 5950.826172
	Iteration 27Q: 3 clusters Score -2.12644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21264422.000000 Penalty: 5950.826172
	Iteration 28Q: 3 clusters Score -2.126442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21264418.000000 Penalty: 5950.826172
	Iteration 29Q: 3 clusters Score -2.126442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21264434.000000 Penalty: 5950.826172
	Iteration 30Q: 3 clusters Score -2.126443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21264420.000000 Penalty: 5950.826172
	Iteration 31Q: 3 clusters Score -2.126442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21264420.000000 Penalty: 5950.826172
	Iteration 32F: 3 clusters Score -2.126442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -71587.304688 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -71587.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70094.007812 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -70094.01 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70596.554688 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -70596.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -70920.031250 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -70920.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -71203.062500 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -71203.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -71289.546875 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -71289.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -71315.781250 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -71315.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -71321.304688 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -71321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -71321.304688 Penalty: 3197.076904
	Iteration 7F: 3 clusters Score -71321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -268312.968750 Penalty: 1917.301270
	Iteration 0F: 2 clusters Score -268313 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 1095 members 
Entering Unmasked Estep 
Score: -265551.500000 Penalty: 3834.602539
	Iteration 0F: 3 clusters Score -265551.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -266380.937500 Penalty: 3834.602539
	Iteration 1F: 3 clusters Score -266380.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -266760.843750 Penalty: 3834.602539
	Iteration 2F: 3 clusters Score -266760.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267000.218750 Penalty: 3834.602539
	Iteration 3F: 3 clusters Score -267000.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -267170.500000 Penalty: 3834.602539
	Iteration 4F: 3 clusters Score -267170.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -267318.781250 Penalty: 3834.602539
	Iteration 5Q: 3 clusters Score -267318.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267446.062500 Penalty: 3834.602539
	Iteration 6Q: 3 clusters Score -267446.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -267582.281250 Penalty: 3834.602539
	Iteration 7Q: 3 clusters Score -267582.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -267698.312500 Penalty: 3834.602539
	Iteration 8Q: 3 clusters Score -267698.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267796.031250 Penalty: 3834.602539
	Iteration 9Q: 3 clusters Score -267796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -267857.437500 Penalty: 3834.602539
	Iteration 10Q: 3 clusters Score -267857.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -267906.093750 Penalty: 3834.602539
	Iteration 11Q: 3 clusters Score -267906.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -267934.937500 Penalty: 3834.602539
	Iteration 12Q: 3 clusters Score -267934.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -267958.125000 Penalty: 3834.602539
	Iteration 13Q: 3 clusters Score -267958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -267966.937500 Penalty: 3834.602539
	Iteration 14Q: 3 clusters Score -267966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -267975.812500 Penalty: 3834.602539
	Iteration 15Q: 3 clusters Score -267975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -267981.875000 Penalty: 3834.602539
	Iteration 16Q: 3 clusters Score -267981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -267985.531250 Penalty: 3834.602539
	Iteration 17Q: 3 clusters Score -267985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -267988.718750 Penalty: 3834.602539
	Iteration 18Q: 3 clusters Score -267988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -267992.906250 Penalty: 3834.602539
	Iteration 19Q: 3 clusters Score -267992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -267996.562500 Penalty: 3834.602539
	Iteration 20F: 3 clusters Score -267996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -268002.531250 Penalty: 3834.602539
	Iteration 21Q: 3 clusters Score -268002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -268008.750000 Penalty: 3834.602539
	Iteration 22Q: 3 clusters Score -268008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -268012.968750 Penalty: 3834.602539
	Iteration 23Q: 3 clusters Score -268013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -268014.531250 Penalty: 3834.602539
	Iteration 24Q: 3 clusters Score -268014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -268016.906250 Penalty: 3834.602539
	Iteration 25Q: 3 clusters Score -268016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268017.531250 Penalty: 3834.602539
	Iteration 26Q: 3 clusters Score -268017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268018.593750 Penalty: 3834.602539
	Iteration 27Q: 3 clusters Score -268018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268018.593750 Penalty: 3834.602539
	Iteration 28F: 3 clusters Score -268018.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -556813.312500 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -556813.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -552432.750000 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -552432.8 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -553670.125000 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -553670.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -554061.000000 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -554061 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -554548.750000 Penalty: 4207.473145
	Iteration 3F: 3 clusters Score -554548.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -555094.062500 Penalty: 4207.473145
	Iteration 4F: 3 clusters Score -555094.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -555655.750000 Penalty: 4207.473145
	Iteration 5F: 3 clusters Score -555655.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -556216.625000 Penalty: 4207.473145
	Iteration 6F: 3 clusters Score -556216.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -556629.687500 Penalty: 4207.473145
	Iteration 7F: 3 clusters Score -556629.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -556852.687500 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -556852.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -556965.625000 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -556965.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -557026.375000 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -557026.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -557057.500000 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -557057.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -557079.562500 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -557079.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -557086.187500 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -557086.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -557091.562500 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -557091.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -557096.125000 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -557096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -557100.000000 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -557100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -557105.562500 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -557105.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -557111.625000 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -557111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -557114.937500 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -557114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -557116.250000 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -557116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -557116.625000 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -557116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -557121.437500 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -557121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -557122.937500 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -557122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -557123.437500 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -557123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -557124.937500 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -557124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -557127.187500 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -557127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -557128.062500 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -557128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -557127.812500 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -557127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -557128.500000 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -557128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -557128.500000 Penalty: 4207.473145
	Iteration 30F: 3 clusters Score -557128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162370 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112760 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86851 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 34874 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4766 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Mstep: Class 44 contains 2484 members 
Entering Unmasked Estep 
Score: -111266944.000000 Penalty: 149391.406250
Splitting cluster 11 changes total score from -111268024.000000 to -111266944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (37269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Entering Unmasked Estep 
Score: -4855878.000000 Penalty: 2610.427490
	Iteration 0F: 2 clusters Score -4855878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4830573.000000 Penalty: 5220.854980
	Iteration 0F: 3 clusters Score -4830573 nChanged 16963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4839813.500000 Penalty: 5220.854980
	Iteration 1F: 3 clusters Score -4839814 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4840543.500000 Penalty: 5220.854980
	Iteration 2Q: 3 clusters Score -4840544 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4841363.000000 Penalty: 5220.854980
	Iteration 3F: 3 clusters Score -4841363 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4842460.000000 Penalty: 5220.854980
	Iteration 4F: 3 clusters Score -4842460 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4843886.500000 Penalty: 5220.854980
	Iteration 5F: 3 clusters Score -4843886 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4845402.000000 Penalty: 5220.854980
	Iteration 6F: 3 clusters Score -4845402 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4846860.000000 Penalty: 5220.854980
	Iteration 7F: 3 clusters Score -4846860 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4848177.500000 Penalty: 5220.854980
	Iteration 8F: 3 clusters Score -4848178 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -4849315.500000 Penalty: 5220.854980
	Iteration 9Q: 3 clusters Score -4849316 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4850408.500000 Penalty: 5220.854980
	Iteration 10Q: 3 clusters Score -4850408 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4851344.000000 Penalty: 5220.854980
	Iteration 11Q: 3 clusters Score -4851344 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4852099.500000 Penalty: 5220.854980
	Iteration 12Q: 3 clusters Score -4852100 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4852583.000000 Penalty: 5220.854980
	Iteration 13Q: 3 clusters Score -4852583 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4852904.500000 Penalty: 5220.854980
	Iteration 14Q: 3 clusters Score -4852904 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4853152.500000 Penalty: 5220.854980
	Iteration 15Q: 3 clusters Score -4853152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4853307.500000 Penalty: 5220.854980
	Iteration 16Q: 3 clusters Score -4853308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -4853404.000000 Penalty: 5220.854980
	Iteration 17Q: 3 clusters Score -4853404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4853449.000000 Penalty: 5220.854980
	Iteration 18Q: 3 clusters Score -4853449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4853489.000000 Penalty: 5220.854980
	Iteration 19Q: 3 clusters Score -4853489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4853509.000000 Penalty: 5220.854980
	Iteration 20F: 3 clusters Score -4853509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4853526.500000 Penalty: 5220.854980
	Iteration 21Q: 3 clusters Score -4853526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4853532.500000 Penalty: 5220.854980
	Iteration 22Q: 3 clusters Score -4853532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -4853539.000000 Penalty: 5220.854980
	Iteration 23Q: 3 clusters Score -4853539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4853565.500000 Penalty: 5220.854980
	Iteration 24Q: 3 clusters Score -4853566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4853590.000000 Penalty: 5220.854980
	Iteration 25Q: 3 clusters Score -4853590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4853596.500000 Penalty: 5220.854980
	Iteration 26Q: 3 clusters Score -4853596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4853606.000000 Penalty: 5220.854980
	Iteration 27Q: 3 clusters Score -4853606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4853607.000000 Penalty: 5220.854980
	Iteration 28Q: 3 clusters Score -4853607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4853606.500000 Penalty: 5220.854980
	Iteration 29Q: 3 clusters Score -4853606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4853608.000000 Penalty: 5220.854980
	Iteration 30Q: 3 clusters Score -4853608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4853609.000000 Penalty: 5220.854980
	Iteration 31Q: 3 clusters Score -4853609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4853607.500000 Penalty: 5220.854980
	Iteration 32Q: 3 clusters Score -4853608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4853608.500000 Penalty: 5220.854980
	Iteration 33Q: 3 clusters Score -4853608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4853609.000000 Penalty: 5220.854980
	Iteration 34Q: 3 clusters Score -4853609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4853609.000000 Penalty: 5220.854980
	Iteration 35F: 3 clusters Score -4853609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -543135.937500 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -543135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -539038.312500 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -539038.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -539990.500000 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -539990.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -540212.250000 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -540212.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -540351.312500 Penalty: 4144.151855
	Iteration 3F: 3 clusters Score -540351.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -540438.687500 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -540438.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -540501.062500 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -540501.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -540551.000000 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -540551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -540607.062500 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -540607.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -540671.750000 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -540671.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -540739.562500 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -540739.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -540812.125000 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -540812.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -540876.125000 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -540876.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -540943.187500 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -540943.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -541000.000000 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -541000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -541059.125000 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -541059.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -541121.937500 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -541121.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -541185.375000 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -541185.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -541227.687500 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -541227.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -541261.562500 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -541261.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -541283.875000 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -541283.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -541305.187500 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -541305.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -541325.625000 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -541325.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -541343.062500 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -541343.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -541358.500000 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -541358.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -541368.437500 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -541368.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -541375.812500 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -541375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -541386.062500 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -541386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -541390.437500 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -541390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -541396.375000 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -541396.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -541401.437500 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -541401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -541405.375000 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -541405.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -541409.500000 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -541409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -541413.625000 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -541413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -541420.937500 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -541420.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -541426.375000 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -541426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -541430.437500 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -541430.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -541433.687500 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -541433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -541438.437500 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -541438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -541438.812500 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -541438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -541439.250000 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -541439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -541440.437500 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -541440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -880515.062500 Penalty: 2190.010986
	Iteration 0F: 2 clusters Score -880515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -874806.312500 Penalty: 4380.021973
	Iteration 0F: 3 clusters Score -874806.3 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -876287.125000 Penalty: 4380.021973
	Iteration 1F: 3 clusters Score -876287.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -876620.250000 Penalty: 4380.021973
	Iteration 2F: 3 clusters Score -876620.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -876935.312500 Penalty: 4380.021973
	Iteration 3F: 3 clusters Score -876935.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -877292.000000 Penalty: 4380.021973
	Iteration 4F: 3 clusters Score -877292 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -877764.062500 Penalty: 4380.021973
	Iteration 5F: 3 clusters Score -877764.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -878275.937500 Penalty: 4380.021973
	Iteration 6F: 3 clusters Score -878275.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -878750.875000 Penalty: 4380.021973
	Iteration 7F: 3 clusters Score -878750.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -879108.437500 Penalty: 4380.021973
	Iteration 8Q: 3 clusters Score -879108.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -879322.937500 Penalty: 4380.021973
	Iteration 9Q: 3 clusters Score -879322.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -879434.375000 Penalty: 4380.021973
	Iteration 10Q: 3 clusters Score -879434.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -879500.687500 Penalty: 4380.021973
	Iteration 11Q: 3 clusters Score -879500.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -879526.500000 Penalty: 4380.021973
	Iteration 12Q: 3 clusters Score -879526.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -879552.500000 Penalty: 4380.021973
	Iteration 13Q: 3 clusters Score -879552.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -879565.937500 Penalty: 4380.021973
	Iteration 14Q: 3 clusters Score -879565.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -879573.062500 Penalty: 4380.021973
	Iteration 15Q: 3 clusters Score -879573.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -879584.750000 Penalty: 4380.021973
	Iteration 16Q: 3 clusters Score -879584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -879591.187500 Penalty: 4380.021973
	Iteration 17Q: 3 clusters Score -879591.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -879597.812500 Penalty: 4380.021973
	Iteration 18Q: 3 clusters Score -879597.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -879604.812500 Penalty: 4380.021973
	Iteration 19Q: 3 clusters Score -879604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -879608.187500 Penalty: 4380.021973
	Iteration 20F: 3 clusters Score -879608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -879612.187500 Penalty: 4380.021973
	Iteration 21Q: 3 clusters Score -879612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -879615.187500 Penalty: 4380.021973
	Iteration 22Q: 3 clusters Score -879615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -879614.875000 Penalty: 4380.021973
	Iteration 23Q: 3 clusters Score -879614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -879616.312500 Penalty: 4380.021973
	Iteration 24Q: 3 clusters Score -879616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -879618.000000 Penalty: 4380.021973
	Iteration 25Q: 3 clusters Score -879618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -879618.812500 Penalty: 4380.021973
	Iteration 26Q: 3 clusters Score -879618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -879619.250000 Penalty: 4380.021973
	Iteration 27Q: 3 clusters Score -879619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -879620.187500 Penalty: 4380.021973
	Iteration 28Q: 3 clusters Score -879620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -879620.750000 Penalty: 4380.021973
	Iteration 29Q: 3 clusters Score -879620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -879619.375000 Penalty: 4380.021973
	Iteration 30Q: 3 clusters Score -879619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -879619.375000 Penalty: 4380.021973
	Iteration 31F: 3 clusters Score -879619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -864652.375000 Penalty: 2199.889648
	Iteration 0F: 2 clusters Score -864652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -858818.375000 Penalty: 4399.779297
	Iteration 0F: 3 clusters Score -858818.4 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -860482.000000 Penalty: 4399.779297
	Iteration 1F: 3 clusters Score -860482 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -860844.187500 Penalty: 4399.779297
	Iteration 2F: 3 clusters Score -860844.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -861101.562500 Penalty: 4399.779297
	Iteration 3F: 3 clusters Score -861101.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -861318.125000 Penalty: 4399.779297
	Iteration 4F: 3 clusters Score -861318.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -861497.375000 Penalty: 4399.779297
	Iteration 5Q: 3 clusters Score -861497.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -861674.937500 Penalty: 4399.779297
	Iteration 6Q: 3 clusters Score -861674.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -861855.125000 Penalty: 4399.779297
	Iteration 7Q: 3 clusters Score -861855.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -862032.875000 Penalty: 4399.779297
	Iteration 8Q: 3 clusters Score -862032.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -862236.625000 Penalty: 4399.779297
	Iteration 9Q: 3 clusters Score -862236.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -862436.562500 Penalty: 4399.779297
	Iteration 10Q: 3 clusters Score -862436.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -862604.625000 Penalty: 4399.779297
	Iteration 11Q: 3 clusters Score -862604.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -862759.187500 Penalty: 4399.779297
	Iteration 12Q: 3 clusters Score -862759.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -862883.062500 Penalty: 4399.779297
	Iteration 13Q: 3 clusters Score -862883.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -862982.312500 Penalty: 4399.779297
	Iteration 14Q: 3 clusters Score -862982.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -863063.937500 Penalty: 4399.779297
	Iteration 15Q: 3 clusters Score -863063.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -863129.562500 Penalty: 4399.779297
	Iteration 16Q: 3 clusters Score -863129.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -863174.687500 Penalty: 4399.779297
	Iteration 17Q: 3 clusters Score -863174.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -863223.500000 Penalty: 4399.779297
	Iteration 18Q: 3 clusters Score -863223.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -863264.312500 Penalty: 4399.779297
	Iteration 19Q: 3 clusters Score -863264.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -863290.250000 Penalty: 4399.779297
	Iteration 20F: 3 clusters Score -863290.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -863311.000000 Penalty: 4399.779297
	Iteration 21Q: 3 clusters Score -863311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -863328.625000 Penalty: 4399.779297
	Iteration 22Q: 3 clusters Score -863328.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -863349.812500 Penalty: 4399.779297
	Iteration 23Q: 3 clusters Score -863349.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -863365.812500 Penalty: 4399.779297
	Iteration 24Q: 3 clusters Score -863365.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -863375.562500 Penalty: 4399.779297
	Iteration 25Q: 3 clusters Score -863375.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -863378.812500 Penalty: 4399.779297
	Iteration 26Q: 3 clusters Score -863378.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -863383.812500 Penalty: 4399.779297
	Iteration 27Q: 3 clusters Score -863383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -863386.875000 Penalty: 4399.779297
	Iteration 28Q: 3 clusters Score -863386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -863388.437500 Penalty: 4399.779297
	Iteration 29Q: 3 clusters Score -863388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -863393.375000 Penalty: 4399.779297
	Iteration 30Q: 3 clusters Score -863393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -863395.750000 Penalty: 4399.779297
	Iteration 31Q: 3 clusters Score -863395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -863400.062500 Penalty: 4399.779297
	Iteration 32Q: 3 clusters Score -863400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -863403.250000 Penalty: 4399.779297
	Iteration 33Q: 3 clusters Score -863403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -863402.062500 Penalty: 4399.779297
	Iteration 34Q: 3 clusters Score -863402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -863402.812500 Penalty: 4399.779297
	Iteration 35Q: 3 clusters Score -863402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -863403.437500 Penalty: 4399.779297
	Iteration 36Q: 3 clusters Score -863403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -863405.062500 Penalty: 4399.779297
	Iteration 37Q: 3 clusters Score -863405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -863404.625000 Penalty: 4399.779297
	Iteration 38Q: 3 clusters Score -863404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -863407.812500 Penalty: 4399.779297
	Iteration 39Q: 3 clusters Score -863407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -863408.812500 Penalty: 4399.779297
	Iteration 40F: 3 clusters Score -863408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -863408.875000 Penalty: 4399.779297
	Iteration 41Q: 3 clusters Score -863408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -863408.875000 Penalty: 4399.779297
	Iteration 42F: 3 clusters Score -863408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Entering Unmasked Estep 
Score: -14763725.000000 Penalty: 2884.988037
	Iteration 0F: 2 clusters Score -1.476372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -14688481.000000 Penalty: 5769.976074
	Iteration 0F: 3 clusters Score -1.468848e+07 nChanged 53532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -14719090.000000 Penalty: 5769.976074
	Iteration 1F: 3 clusters Score -1.471909e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -14720057.000000 Penalty: 5769.976074
	Iteration 2Q: 3 clusters Score -1.472006e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -14721130.000000 Penalty: 5769.976074
	Iteration 3Q: 3 clusters Score -1.472113e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -14722199.000000 Penalty: 5769.976074
	Iteration 4Q: 3 clusters Score -1.47222e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -14723557.000000 Penalty: 5769.976074
	Iteration 5Q: 3 clusters Score -1.472356e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -14725122.000000 Penalty: 5769.976074
	Iteration 6Q: 3 clusters Score -1.472512e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -14727214.000000 Penalty: 5769.976074
	Iteration 7Q: 3 clusters Score -1.472721e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -14730185.000000 Penalty: 5769.976074
	Iteration 8F: 3 clusters Score -1.473018e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -14734307.000000 Penalty: 5769.976074
	Iteration 9F: 3 clusters Score -1.473431e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -14739161.000000 Penalty: 5769.976074
	Iteration 10F: 3 clusters Score -1.473916e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -14744179.000000 Penalty: 5769.976074
	Iteration 11F: 3 clusters Score -1.474418e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -14748325.000000 Penalty: 5769.976074
	Iteration 12Q: 3 clusters Score -1.474832e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -14751588.000000 Penalty: 5769.976074
	Iteration 13Q: 3 clusters Score -1.475159e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -14753861.000000 Penalty: 5769.976074
	Iteration 14Q: 3 clusters Score -1.475386e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -14755629.000000 Penalty: 5769.976074
	Iteration 15Q: 3 clusters Score -1.475563e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -14756778.000000 Penalty: 5769.976074
	Iteration 16Q: 3 clusters Score -1.475678e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -14757619.000000 Penalty: 5769.976074
	Iteration 17Q: 3 clusters Score -1.475762e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -14758275.000000 Penalty: 5769.976074
	Iteration 18Q: 3 clusters Score -1.475828e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -14758768.000000 Penalty: 5769.976074
	Iteration 19Q: 3 clusters Score -1.475877e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -14759175.000000 Penalty: 5769.976074
	Iteration 20F: 3 clusters Score -1.475918e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -14759498.000000 Penalty: 5769.976074
	Iteration 21Q: 3 clusters Score -1.47595e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -14759846.000000 Penalty: 5769.976074
	Iteration 22Q: 3 clusters Score -1.475985e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -14760050.000000 Penalty: 5769.976074
	Iteration 23Q: 3 clusters Score -1.476005e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -14760226.000000 Penalty: 5769.976074
	Iteration 24Q: 3 clusters Score -1.476023e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14760388.000000 Penalty: 5769.976074
	Iteration 25Q: 3 clusters Score -1.476039e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110743 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -14760519.000000 Penalty: 5769.976074
	Iteration 26Q: 3 clusters Score -1.476052e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14760653.000000 Penalty: 5769.976074
	Iteration 27Q: 3 clusters Score -1.476065e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -14760785.000000 Penalty: 5769.976074
	Iteration 28Q: 3 clusters Score -1.476078e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14760880.000000 Penalty: 5769.976074
	Iteration 29Q: 3 clusters Score -1.476088e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14760919.000000 Penalty: 5769.976074
	Iteration 30Q: 3 clusters Score -1.476092e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14760988.000000 Penalty: 5769.976074
	Iteration 31Q: 3 clusters Score -1.476099e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14761038.000000 Penalty: 5769.976074
	Iteration 32Q: 3 clusters Score -1.476104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14761094.000000 Penalty: 5769.976074
	Iteration 33Q: 3 clusters Score -1.476109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14761109.000000 Penalty: 5769.976074
	Iteration 34Q: 3 clusters Score -1.476111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14761126.000000 Penalty: 5769.976074
	Iteration 35Q: 3 clusters Score -1.476113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14761142.000000 Penalty: 5769.976074
	Iteration 36Q: 3 clusters Score -1.476114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14761144.000000 Penalty: 5769.976074
	Iteration 37Q: 3 clusters Score -1.476114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14761158.000000 Penalty: 5769.976074
	Iteration 38Q: 3 clusters Score -1.476116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14761162.000000 Penalty: 5769.976074
	Iteration 39Q: 3 clusters Score -1.476116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14761172.000000 Penalty: 5769.976074
	Iteration 40F: 3 clusters Score -1.476117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14761176.000000 Penalty: 5769.976074
	Iteration 41Q: 3 clusters Score -1.476118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14761201.000000 Penalty: 5769.976074
	Iteration 42Q: 3 clusters Score -1.47612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14761198.000000 Penalty: 5769.976074
	Iteration 43Q: 3 clusters Score -1.47612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14761211.000000 Penalty: 5769.976074
	Iteration 44Q: 3 clusters Score -1.476121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14761215.000000 Penalty: 5769.976074
	Iteration 45Q: 3 clusters Score -1.476122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14761226.000000 Penalty: 5769.976074
	Iteration 46Q: 3 clusters Score -1.476123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14761229.000000 Penalty: 5769.976074
	Iteration 47Q: 3 clusters Score -1.476123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14761224.000000 Penalty: 5769.976074
	Iteration 48Q: 3 clusters Score -1.476122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14761234.000000 Penalty: 5769.976074
	Iteration 49Q: 3 clusters Score -1.476123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112085 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14761230.000000 Penalty: 5769.976074
	Iteration 50Q: 3 clusters Score -1.476123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14761234.000000 Penalty: 5769.976074
	Iteration 51Q: 3 clusters Score -1.476123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14761243.000000 Penalty: 5769.976074
	Iteration 52Q: 3 clusters Score -1.476124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112089 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14761246.000000 Penalty: 5769.976074
	Iteration 53Q: 3 clusters Score -1.476125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14761243.000000 Penalty: 5769.976074
	Iteration 54Q: 3 clusters Score -1.476124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112091 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14761250.000000 Penalty: 5769.976074
	Iteration 55Q: 3 clusters Score -1.476125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14761249.000000 Penalty: 5769.976074
	Iteration 56Q: 3 clusters Score -1.476125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14761249.000000 Penalty: 5769.976074
	Iteration 57F: 3 clusters Score -1.476125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -358514.281250 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -358514.3 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 1621 members 
Entering Unmasked Estep 
Score: -355166.843750 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -355166.8 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -356078.968750 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -356079 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -356482.531250 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -356482.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -356781.156250 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -356781.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -357045.906250 Penalty: 3989.338623
	Iteration 4F: 3 clusters Score -357045.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -357241.125000 Penalty: 3989.338623
	Iteration 5F: 3 clusters Score -357241.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357380.093750 Penalty: 3989.338623
	Iteration 6Q: 3 clusters Score -357380.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357491.062500 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -357491.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -357565.156250 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -357565.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -357636.625000 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -357636.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357686.500000 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -357686.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -357723.375000 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -357723.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -357749.687500 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -357749.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -357769.468750 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -357769.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -357785.906250 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -357785.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -357794.125000 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -357794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -357800.375000 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -357800.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357803.843750 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -357803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -357807.437500 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -357807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357810.125000 Penalty: 3989.338623
	Iteration 19Q: 3 clusters Score -357810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357812.625000 Penalty: 3989.338623
	Iteration 20F: 3 clusters Score -357812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357813.531250 Penalty: 3989.338623
	Iteration 21Q: 3 clusters Score -357813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -357814.093750 Penalty: 3989.338623
	Iteration 22Q: 3 clusters Score -357814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357814.875000 Penalty: 3989.338623
	Iteration 23Q: 3 clusters Score -357814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -357814.656250 Penalty: 3989.338623
	Iteration 24Q: 3 clusters Score -357814.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -357814.656250 Penalty: 3989.338623
	Iteration 25F: 3 clusters Score -357814.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Entering Unmasked Estep 
Score: -11401010.000000 Penalty: 2820.243408
	Iteration 0F: 2 clusters Score -1.140101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -11342753.000000 Penalty: 5640.486816
	Iteration 0F: 3 clusters Score -1.134275e+07 nChanged 40706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -11365631.000000 Penalty: 5640.486816
	Iteration 1F: 3 clusters Score -1.136563e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -11366209.000000 Penalty: 5640.486816
	Iteration 2Q: 3 clusters Score -1.136621e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -11366751.000000 Penalty: 5640.486816
	Iteration 3Q: 3 clusters Score -1.136675e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -11367398.000000 Penalty: 5640.486816
	Iteration 4Q: 3 clusters Score -1.13674e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -11368286.000000 Penalty: 5640.486816
	Iteration 5Q: 3 clusters Score -1.136829e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -11369349.000000 Penalty: 5640.486816
	Iteration 6Q: 3 clusters Score -1.136935e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -11370930.000000 Penalty: 5640.486816
	Iteration 7Q: 3 clusters Score -1.137093e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -11372916.000000 Penalty: 5640.486816
	Iteration 8Q: 3 clusters Score -1.137292e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -11375333.000000 Penalty: 5640.486816
	Iteration 9F: 3 clusters Score -1.137533e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -11377958.000000 Penalty: 5640.486816
	Iteration 10F: 3 clusters Score -1.137796e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -11380713.000000 Penalty: 5640.486816
	Iteration 11F: 3 clusters Score -1.138071e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -11383667.000000 Penalty: 5640.486816
	Iteration 12F: 3 clusters Score -1.138367e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -11386082.000000 Penalty: 5640.486816
	Iteration 13Q: 3 clusters Score -1.138608e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -11387515.000000 Penalty: 5640.486816
	Iteration 14Q: 3 clusters Score -1.138752e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -11388271.000000 Penalty: 5640.486816
	Iteration 15Q: 3 clusters Score -1.138827e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -11388867.000000 Penalty: 5640.486816
	Iteration 16Q: 3 clusters Score -1.138887e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -11389253.000000 Penalty: 5640.486816
	Iteration 17Q: 3 clusters Score -1.138925e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -11389594.000000 Penalty: 5640.486816
	Iteration 18Q: 3 clusters Score -1.138959e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -11389878.000000 Penalty: 5640.486816
	Iteration 19Q: 3 clusters Score -1.138988e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -11390155.000000 Penalty: 5640.486816
	Iteration 20F: 3 clusters Score -1.139016e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -11390312.000000 Penalty: 5640.486816
	Iteration 21Q: 3 clusters Score -1.139031e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -11390552.000000 Penalty: 5640.486816
	Iteration 22Q: 3 clusters Score -1.139055e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -11390760.000000 Penalty: 5640.486816
	Iteration 23Q: 3 clusters Score -1.139076e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -11390997.000000 Penalty: 5640.486816
	Iteration 24Q: 3 clusters Score -1.1391e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -11391212.000000 Penalty: 5640.486816
	Iteration 25Q: 3 clusters Score -1.139121e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -11391299.000000 Penalty: 5640.486816
	Iteration 26Q: 3 clusters Score -1.13913e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -11391464.000000 Penalty: 5640.486816
	Iteration 27Q: 3 clusters Score -1.139146e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -11391580.000000 Penalty: 5640.486816
	Iteration 28Q: 3 clusters Score -1.139158e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -11391715.000000 Penalty: 5640.486816
	Iteration 29Q: 3 clusters Score -1.139172e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -11391811.000000 Penalty: 5640.486816
	Iteration 30Q: 3 clusters Score -1.139181e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -11391885.000000 Penalty: 5640.486816
	Iteration 31Q: 3 clusters Score -1.139188e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -11392003.000000 Penalty: 5640.486816
	Iteration 32Q: 3 clusters Score -1.1392e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -11392114.000000 Penalty: 5640.486816
	Iteration 33Q: 3 clusters Score -1.139211e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -11392242.000000 Penalty: 5640.486816
	Iteration 34Q: 3 clusters Score -1.139224e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -11392353.000000 Penalty: 5640.486816
	Iteration 35Q: 3 clusters Score -1.139235e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11392424.000000 Penalty: 5640.486816
	Iteration 36Q: 3 clusters Score -1.139242e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -11392554.000000 Penalty: 5640.486816
	Iteration 37Q: 3 clusters Score -1.139255e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -11392721.000000 Penalty: 5640.486816
	Iteration 38Q: 3 clusters Score -1.139272e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -11392866.000000 Penalty: 5640.486816
	Iteration 39Q: 3 clusters Score -1.139287e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -11393048.000000 Penalty: 5640.486816
	Iteration 40F: 3 clusters Score -1.139305e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -11393223.000000 Penalty: 5640.486816
	Iteration 41Q: 3 clusters Score -1.139322e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -11393356.000000 Penalty: 5640.486816
	Iteration 42Q: 3 clusters Score -1.139336e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -11393517.000000 Penalty: 5640.486816
	Iteration 43Q: 3 clusters Score -1.139352e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -11393665.000000 Penalty: 5640.486816
	Iteration 44Q: 3 clusters Score -1.139366e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -11393854.000000 Penalty: 5640.486816
	Iteration 45Q: 3 clusters Score -1.139385e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -11394040.000000 Penalty: 5640.486816
	Iteration 46Q: 3 clusters Score -1.139404e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -11394247.000000 Penalty: 5640.486816
	Iteration 47Q: 3 clusters Score -1.139425e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -11394452.000000 Penalty: 5640.486816
	Iteration 48Q: 3 clusters Score -1.139445e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -11394674.000000 Penalty: 5640.486816
	Iteration 49Q: 3 clusters Score -1.139467e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -11394903.000000 Penalty: 5640.486816
	Iteration 50Q: 3 clusters Score -1.13949e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -11395169.000000 Penalty: 5640.486816
	Iteration 51Q: 3 clusters Score -1.139517e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -11395433.000000 Penalty: 5640.486816
	Iteration 52Q: 3 clusters Score -1.139543e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -11395745.000000 Penalty: 5640.486816
	Iteration 53Q: 3 clusters Score -1.139574e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -11396034.000000 Penalty: 5640.486816
	Iteration 54Q: 3 clusters Score -1.139603e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -11396368.000000 Penalty: 5640.486816
	Iteration 55Q: 3 clusters Score -1.139637e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11396652.000000 Penalty: 5640.486816
	Iteration 56Q: 3 clusters Score -1.139665e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -11396977.000000 Penalty: 5640.486816
	Iteration 57Q: 3 clusters Score -1.139698e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -11397226.000000 Penalty: 5640.486816
	Iteration 58Q: 3 clusters Score -1.139723e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11397431.000000 Penalty: 5640.486816
	Iteration 59Q: 3 clusters Score -1.139743e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11397681.000000 Penalty: 5640.486816
	Iteration 60F: 3 clusters Score -1.139768e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11397901.000000 Penalty: 5640.486816
	Iteration 61Q: 3 clusters Score -1.13979e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11398029.000000 Penalty: 5640.486816
	Iteration 62Q: 3 clusters Score -1.139803e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11398161.000000 Penalty: 5640.486816
	Iteration 63Q: 3 clusters Score -1.139816e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11398221.000000 Penalty: 5640.486816
	Iteration 64Q: 3 clusters Score -1.139822e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11398271.000000 Penalty: 5640.486816
	Iteration 65Q: 3 clusters Score -1.139827e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11398317.000000 Penalty: 5640.486816
	Iteration 66Q: 3 clusters Score -1.139832e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11398332.000000 Penalty: 5640.486816
	Iteration 67Q: 3 clusters Score -1.139833e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11398371.000000 Penalty: 5640.486816
	Iteration 68Q: 3 clusters Score -1.139837e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11398411.000000 Penalty: 5640.486816
	Iteration 69Q: 3 clusters Score -1.139841e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11398415.000000 Penalty: 5640.486816
	Iteration 70Q: 3 clusters Score -1.139842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11398444.000000 Penalty: 5640.486816
	Iteration 71Q: 3 clusters Score -1.139844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11398433.000000 Penalty: 5640.486816
	Iteration 72Q: 3 clusters Score -1.139843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11398437.000000 Penalty: 5640.486816
	Iteration 73Q: 3 clusters Score -1.139844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11398446.000000 Penalty: 5640.486816
	Iteration 74Q: 3 clusters Score -1.139845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11398455.000000 Penalty: 5640.486816
	Iteration 75Q: 3 clusters Score -1.139846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11398464.000000 Penalty: 5640.486816
	Iteration 76Q: 3 clusters Score -1.139846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11398466.000000 Penalty: 5640.486816
	Iteration 77Q: 3 clusters Score -1.139847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11398472.000000 Penalty: 5640.486816
	Iteration 78Q: 3 clusters Score -1.139847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11398481.000000 Penalty: 5640.486816
	Iteration 79Q: 3 clusters Score -1.139848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11398480.000000 Penalty: 5640.486816
	Iteration 80F: 3 clusters Score -1.139848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11398485.000000 Penalty: 5640.486816
	Iteration 81Q: 3 clusters Score -1.139848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11398490.000000 Penalty: 5640.486816
	Iteration 82Q: 3 clusters Score -1.139849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11398484.000000 Penalty: 5640.486816
	Iteration 83Q: 3 clusters Score -1.139848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11398489.000000 Penalty: 5640.486816
	Iteration 84Q: 3 clusters Score -1.139849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11398507.000000 Penalty: 5640.486816
	Iteration 85Q: 3 clusters Score -1.139851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11398501.000000 Penalty: 5640.486816
	Iteration 86Q: 3 clusters Score -1.13985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11398514.000000 Penalty: 5640.486816
	Iteration 87Q: 3 clusters Score -1.139851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11398520.000000 Penalty: 5640.486816
	Iteration 88Q: 3 clusters Score -1.139852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11398537.000000 Penalty: 5640.486816
	Iteration 89Q: 3 clusters Score -1.139854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11398547.000000 Penalty: 5640.486816
	Iteration 90Q: 3 clusters Score -1.139855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11398549.000000 Penalty: 5640.486816
	Iteration 91Q: 3 clusters Score -1.139855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11398570.000000 Penalty: 5640.486816
	Iteration 92Q: 3 clusters Score -1.139857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11398564.000000 Penalty: 5640.486816
	Iteration 93Q: 3 clusters Score -1.139856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11398556.000000 Penalty: 5640.486816
	Iteration 94Q: 3 clusters Score -1.139856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11398556.000000 Penalty: 5640.486816
	Iteration 95Q: 3 clusters Score -1.139856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11398559.000000 Penalty: 5640.486816
	Iteration 96Q: 3 clusters Score -1.139856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11398563.000000 Penalty: 5640.486816
	Iteration 97Q: 3 clusters Score -1.139856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11398562.000000 Penalty: 5640.486816
	Iteration 98Q: 3 clusters Score -1.139856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11398568.000000 Penalty: 5640.486816
	Iteration 99Q: 3 clusters Score -1.139857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11398567.000000 Penalty: 5640.486816
	Iteration 100F: 3 clusters Score -1.139857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -1007612.187500 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -1007612 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 3939 members 
Entering Unmasked Estep 
Score: -1001367.562500 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -1001368 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1003133.875000 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -1003134 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1003401.187500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -1003401 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1003572.500000 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -1003572 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1003694.687500 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -1003695 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1003805.437500 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -1003805 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1003916.625000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -1003917 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1004021.062500 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -1004021 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1004144.437500 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -1004144 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1004282.750000 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -1004283 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1004450.375000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -1004450 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1004620.812500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -1004621 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1004789.812500 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -1004790 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1004956.250000 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -1004956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1005100.125000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -1005100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1005237.000000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -1005237 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1005349.750000 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -1005350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1005428.312500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -1005428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1005493.937500 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -1005494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1005573.500000 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -1005574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1005629.625000 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -1005630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1005687.250000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -1005687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1005733.625000 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -1005734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1005778.687500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -1005779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1005815.062500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -1005815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1005841.937500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -1005842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1005856.750000 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -1005857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1005868.437500 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -1005868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1005879.500000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -1005880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1005885.875000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -1005886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1005890.687500 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -1005891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1005895.187500 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -1005895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1005897.437500 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -1005897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1005898.187500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -1005898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1005898.312500 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -1005898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1005898.437500 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -1005898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1005898.437500 Penalty: 4446.869629
	Iteration 36F: 3 clusters Score -1005898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Entering Unmasked Estep 
Score: -4495066.000000 Penalty: 2594.693848
	Iteration 0F: 2 clusters Score -4495066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -4471371.000000 Penalty: 5189.387695
	Iteration 0F: 3 clusters Score -4471371 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -4480078.500000 Penalty: 5189.387695
	Iteration 1F: 3 clusters Score -4480078 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4480761.500000 Penalty: 5189.387695
	Iteration 2Q: 3 clusters Score -4480762 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4481504.000000 Penalty: 5189.387695
	Iteration 3F: 3 clusters Score -4481504 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4482357.500000 Penalty: 5189.387695
	Iteration 4F: 3 clusters Score -4482358 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4483318.500000 Penalty: 5189.387695
	Iteration 5F: 3 clusters Score -4483318 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4484363.000000 Penalty: 5189.387695
	Iteration 6F: 3 clusters Score -4484363 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4485462.500000 Penalty: 5189.387695
	Iteration 7F: 3 clusters Score -4485462 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4486517.000000 Penalty: 5189.387695
	Iteration 8F: 3 clusters Score -4486517 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4487586.500000 Penalty: 5189.387695
	Iteration 9Q: 3 clusters Score -4487586 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4488754.500000 Penalty: 5189.387695
	Iteration 10Q: 3 clusters Score -4488754 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4489835.000000 Penalty: 5189.387695
	Iteration 11Q: 3 clusters Score -4489835 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -4490585.000000 Penalty: 5189.387695
	Iteration 12Q: 3 clusters Score -4490585 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4491080.500000 Penalty: 5189.387695
	Iteration 13Q: 3 clusters Score -4491080 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4491369.000000 Penalty: 5189.387695
	Iteration 14Q: 3 clusters Score -4491369 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4491541.000000 Penalty: 5189.387695
	Iteration 15Q: 3 clusters Score -4491541 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4491689.500000 Penalty: 5189.387695
	Iteration 16Q: 3 clusters Score -4491690 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -4491827.000000 Penalty: 5189.387695
	Iteration 17Q: 3 clusters Score -4491827 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4491918.000000 Penalty: 5189.387695
	Iteration 18Q: 3 clusters Score -4491918 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4492000.000000 Penalty: 5189.387695
	Iteration 19Q: 3 clusters Score -4492000 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -4492069.500000 Penalty: 5189.387695
	Iteration 20F: 3 clusters Score -4492070 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -4492128.000000 Penalty: 5189.387695
	Iteration 21Q: 3 clusters Score -4492128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4492180.000000 Penalty: 5189.387695
	Iteration 22Q: 3 clusters Score -4492180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4492227.500000 Penalty: 5189.387695
	Iteration 23Q: 3 clusters Score -4492228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4492273.500000 Penalty: 5189.387695
	Iteration 24Q: 3 clusters Score -4492274 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4492305.500000 Penalty: 5189.387695
	Iteration 25Q: 3 clusters Score -4492306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -4492355.000000 Penalty: 5189.387695
	Iteration 26Q: 3 clusters Score -4492355 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4492415.500000 Penalty: 5189.387695
	Iteration 27Q: 3 clusters Score -4492416 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -4492492.500000 Penalty: 5189.387695
	Iteration 28Q: 3 clusters Score -4492492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4492561.500000 Penalty: 5189.387695
	Iteration 29Q: 3 clusters Score -4492562 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4492614.000000 Penalty: 5189.387695
	Iteration 30Q: 3 clusters Score -4492614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4492678.500000 Penalty: 5189.387695
	Iteration 31Q: 3 clusters Score -4492678 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4492732.500000 Penalty: 5189.387695
	Iteration 32Q: 3 clusters Score -4492732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4492773.500000 Penalty: 5189.387695
	Iteration 33Q: 3 clusters Score -4492774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -4492867.000000 Penalty: 5189.387695
	Iteration 34Q: 3 clusters Score -4492867 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4492965.000000 Penalty: 5189.387695
	Iteration 35Q: 3 clusters Score -4492965 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4493061.000000 Penalty: 5189.387695
	Iteration 36Q: 3 clusters Score -4493061 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4493170.000000 Penalty: 5189.387695
	Iteration 37Q: 3 clusters Score -4493170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4493260.000000 Penalty: 5189.387695
	Iteration 38Q: 3 clusters Score -4493260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4493347.500000 Penalty: 5189.387695
	Iteration 39Q: 3 clusters Score -4493348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -4493387.500000 Penalty: 5189.387695
	Iteration 40F: 3 clusters Score -4493388 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -4493418.500000 Penalty: 5189.387695
	Iteration 41Q: 3 clusters Score -4493418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4493422.500000 Penalty: 5189.387695
	Iteration 42Q: 3 clusters Score -4493422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4493440.000000 Penalty: 5189.387695
	Iteration 43Q: 3 clusters Score -4493440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4493447.000000 Penalty: 5189.387695
	Iteration 44Q: 3 clusters Score -4493447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4493451.500000 Penalty: 5189.387695
	Iteration 45Q: 3 clusters Score -4493452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4493450.000000 Penalty: 5189.387695
	Iteration 46Q: 3 clusters Score -4493450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4493455.500000 Penalty: 5189.387695
	Iteration 47Q: 3 clusters Score -4493456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -4493461.500000 Penalty: 5189.387695
	Iteration 48Q: 3 clusters Score -4493462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4493449.500000 Penalty: 5189.387695
	Iteration 49Q: 3 clusters Score -4493450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4493447.000000 Penalty: 5189.387695
	Iteration 50Q: 3 clusters Score -4493447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4493450.500000 Penalty: 5189.387695
	Iteration 51Q: 3 clusters Score -4493450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4493455.500000 Penalty: 5189.387695
	Iteration 52Q: 3 clusters Score -4493456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4493455.500000 Penalty: 5189.387695
	Iteration 53Q: 3 clusters Score -4493456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -4493456.000000 Penalty: 5189.387695
	Iteration 54Q: 3 clusters Score -4493456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4493463.500000 Penalty: 5189.387695
	Iteration 55Q: 3 clusters Score -4493464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4493465.000000 Penalty: 5189.387695
	Iteration 56Q: 3 clusters Score -4493465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4493461.500000 Penalty: 5189.387695
	Iteration 57Q: 3 clusters Score -4493462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4493469.000000 Penalty: 5189.387695
	Iteration 58Q: 3 clusters Score -4493469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4493465.000000 Penalty: 5189.387695
	Iteration 59Q: 3 clusters Score -4493465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4493472.500000 Penalty: 5189.387695
	Iteration 60F: 3 clusters Score -4493472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4493475.000000 Penalty: 5189.387695
	Iteration 61Q: 3 clusters Score -4493475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4493473.000000 Penalty: 5189.387695
	Iteration 62Q: 3 clusters Score -4493473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4493466.500000 Penalty: 5189.387695
	Iteration 63Q: 3 clusters Score -4493466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4493466.500000 Penalty: 5189.387695
	Iteration 64F: 3 clusters Score -4493466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -637337.187500 Penalty: 2122.657471
	Iteration 0F: 2 clusters Score -637337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -632660.187500 Penalty: 4245.314941
	Iteration 0F: 3 clusters Score -632660.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -633832.562500 Penalty: 4245.314941
	Iteration 1F: 3 clusters Score -633832.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -634152.125000 Penalty: 4245.314941
	Iteration 2F: 3 clusters Score -634152.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -634419.812500 Penalty: 4245.314941
	Iteration 3F: 3 clusters Score -634419.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -634698.812500 Penalty: 4245.314941
	Iteration 4F: 3 clusters Score -634698.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -635100.437500 Penalty: 4245.314941
	Iteration 5F: 3 clusters Score -635100.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -635623.812500 Penalty: 4245.314941
	Iteration 6F: 3 clusters Score -635623.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -636029.187500 Penalty: 4245.314941
	Iteration 7F: 3 clusters Score -636029.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -636310.000000 Penalty: 4245.314941
	Iteration 8F: 3 clusters Score -636310 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -636461.562500 Penalty: 4245.314941
	Iteration 9Q: 3 clusters Score -636461.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -636555.500000 Penalty: 4245.314941
	Iteration 10Q: 3 clusters Score -636555.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -636626.375000 Penalty: 4245.314941
	Iteration 11Q: 3 clusters Score -636626.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -636678.812500 Penalty: 4245.314941
	Iteration 12Q: 3 clusters Score -636678.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -636707.500000 Penalty: 4245.314941
	Iteration 13Q: 3 clusters Score -636707.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -636730.437500 Penalty: 4245.314941
	Iteration 14Q: 3 clusters Score -636730.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -636743.812500 Penalty: 4245.314941
	Iteration 15Q: 3 clusters Score -636743.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -636756.250000 Penalty: 4245.314941
	Iteration 16Q: 3 clusters Score -636756.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -636766.937500 Penalty: 4245.314941
	Iteration 17Q: 3 clusters Score -636766.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -636775.750000 Penalty: 4245.314941
	Iteration 18Q: 3 clusters Score -636775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -636781.000000 Penalty: 4245.314941
	Iteration 19Q: 3 clusters Score -636781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -636782.750000 Penalty: 4245.314941
	Iteration 20F: 3 clusters Score -636782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -636785.937500 Penalty: 4245.314941
	Iteration 21Q: 3 clusters Score -636785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -636788.187500 Penalty: 4245.314941
	Iteration 22Q: 3 clusters Score -636788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -636791.500000 Penalty: 4245.314941
	Iteration 23Q: 3 clusters Score -636791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -636791.187500 Penalty: 4245.314941
	Iteration 24Q: 3 clusters Score -636791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -636791.687500 Penalty: 4245.314941
	Iteration 25Q: 3 clusters Score -636791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -636791.687500 Penalty: 4245.314941
	Iteration 26F: 3 clusters Score -636791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -1212290.875000 Penalty: 2264.776367
	Iteration 0F: 2 clusters Score -1212291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1205041.875000 Penalty: 4529.552734
	Iteration 0F: 3 clusters Score -1205042 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1207089.375000 Penalty: 4529.552734
	Iteration 1F: 3 clusters Score -1207089 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1207406.000000 Penalty: 4529.552734
	Iteration 2F: 3 clusters Score -1207406 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1207641.125000 Penalty: 4529.552734
	Iteration 3F: 3 clusters Score -1207641 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1207876.125000 Penalty: 4529.552734
	Iteration 4Q: 3 clusters Score -1207876 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1208138.125000 Penalty: 4529.552734
	Iteration 5Q: 3 clusters Score -1208138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1208506.000000 Penalty: 4529.552734
	Iteration 6Q: 3 clusters Score -1208506 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1208869.125000 Penalty: 4529.552734
	Iteration 7Q: 3 clusters Score -1208869 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1209186.500000 Penalty: 4529.552734
	Iteration 8Q: 3 clusters Score -1209186 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1209457.500000 Penalty: 4529.552734
	Iteration 9Q: 3 clusters Score -1209458 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1209703.125000 Penalty: 4529.552734
	Iteration 10Q: 3 clusters Score -1209703 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1209947.625000 Penalty: 4529.552734
	Iteration 11Q: 3 clusters Score -1209948 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1210170.750000 Penalty: 4529.552734
	Iteration 12Q: 3 clusters Score -1210171 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1210388.750000 Penalty: 4529.552734
	Iteration 13Q: 3 clusters Score -1210389 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1210592.250000 Penalty: 4529.552734
	Iteration 14Q: 3 clusters Score -1210592 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1210756.000000 Penalty: 4529.552734
	Iteration 15Q: 3 clusters Score -1210756 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1210899.750000 Penalty: 4529.552734
	Iteration 16Q: 3 clusters Score -1210900 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1211020.000000 Penalty: 4529.552734
	Iteration 17Q: 3 clusters Score -1211020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1211118.625000 Penalty: 4529.552734
	Iteration 18Q: 3 clusters Score -1211119 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1211206.875000 Penalty: 4529.552734
	Iteration 19Q: 3 clusters Score -1211207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1211286.750000 Penalty: 4529.552734
	Iteration 20F: 3 clusters Score -1211287 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1211353.375000 Penalty: 4529.552734
	Iteration 21Q: 3 clusters Score -1211353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1211407.250000 Penalty: 4529.552734
	Iteration 22Q: 3 clusters Score -1211407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1211453.500000 Penalty: 4529.552734
	Iteration 23Q: 3 clusters Score -1211454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1211486.625000 Penalty: 4529.552734
	Iteration 24Q: 3 clusters Score -1211487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1211512.000000 Penalty: 4529.552734
	Iteration 25Q: 3 clusters Score -1211512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1211537.750000 Penalty: 4529.552734
	Iteration 26Q: 3 clusters Score -1211538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1211555.375000 Penalty: 4529.552734
	Iteration 27Q: 3 clusters Score -1211555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1211570.375000 Penalty: 4529.552734
	Iteration 28Q: 3 clusters Score -1211570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1211584.250000 Penalty: 4529.552734
	Iteration 29Q: 3 clusters Score -1211584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1211595.125000 Penalty: 4529.552734
	Iteration 30Q: 3 clusters Score -1211595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1211600.125000 Penalty: 4529.552734
	Iteration 31Q: 3 clusters Score -1211600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1211605.250000 Penalty: 4529.552734
	Iteration 32Q: 3 clusters Score -1211605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1211608.750000 Penalty: 4529.552734
	Iteration 33Q: 3 clusters Score -1211609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1211616.875000 Penalty: 4529.552734
	Iteration 34Q: 3 clusters Score -1211617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1211629.875000 Penalty: 4529.552734
	Iteration 35Q: 3 clusters Score -1211630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1211634.875000 Penalty: 4529.552734
	Iteration 36Q: 3 clusters Score -1211635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1211642.250000 Penalty: 4529.552734
	Iteration 37Q: 3 clusters Score -1211642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1211663.875000 Penalty: 4529.552734
	Iteration 38Q: 3 clusters Score -1211664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1211689.500000 Penalty: 4529.552734
	Iteration 39Q: 3 clusters Score -1211690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1211728.375000 Penalty: 4529.552734
	Iteration 40F: 3 clusters Score -1211728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1211771.375000 Penalty: 4529.552734
	Iteration 41Q: 3 clusters Score -1211771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1211820.875000 Penalty: 4529.552734
	Iteration 42Q: 3 clusters Score -1211821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1211851.875000 Penalty: 4529.552734
	Iteration 43Q: 3 clusters Score -1211852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1211865.000000 Penalty: 4529.552734
	Iteration 44Q: 3 clusters Score -1211865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1211879.250000 Penalty: 4529.552734
	Iteration 45Q: 3 clusters Score -1211879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1211885.375000 Penalty: 4529.552734
	Iteration 46Q: 3 clusters Score -1211885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1211889.750000 Penalty: 4529.552734
	Iteration 47Q: 3 clusters Score -1211890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1211888.875000 Penalty: 4529.552734
	Iteration 48Q: 3 clusters Score -1211889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1211891.625000 Penalty: 4529.552734
	Iteration 49Q: 3 clusters Score -1211892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1211891.500000 Penalty: 4529.552734
	Iteration 50Q: 3 clusters Score -1211892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1211891.500000 Penalty: 4529.552734
	Iteration 51F: 3 clusters Score -1211892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -437034.906250 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -437034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -433518.406250 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -433518.4 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -434370.312500 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -434370.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -434621.531250 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -434621.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -434777.406250 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -434777.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -434896.281250 Penalty: 4033.093506
	Iteration 4Q: 3 clusters Score -434896.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -434997.062500 Penalty: 4033.093506
	Iteration 5Q: 3 clusters Score -434997.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -435061.656250 Penalty: 4033.093506
	Iteration 6Q: 3 clusters Score -435061.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -435101.187500 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -435101.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -435131.500000 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -435131.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -435157.468750 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -435157.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -435179.906250 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -435179.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -435199.687500 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -435199.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -435216.625000 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -435216.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -435226.968750 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -435227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -435236.187500 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -435236.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -435245.062500 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -435245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -435257.187500 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -435257.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -435261.875000 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -435261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -435266.531250 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -435266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -435270.093750 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -435270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -435271.625000 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -435271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -435272.625000 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -435272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -435275.062500 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -435275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -435276.343750 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -435276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -435277.000000 Penalty: 4033.093506
	Iteration 24Q: 3 clusters Score -435277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -435278.156250 Penalty: 4033.093506
	Iteration 25Q: 3 clusters Score -435278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -435278.312500 Penalty: 4033.093506
	Iteration 26Q: 3 clusters Score -435278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -435279.281250 Penalty: 4033.093506
	Iteration 27Q: 3 clusters Score -435279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -435279.281250 Penalty: 4033.093506
	Iteration 28F: 3 clusters Score -435279.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -231468.062500 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -231468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228991.593750 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -228991.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -229378.140625 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -229378.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -229481.078125 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -229481.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -229519.343750 Penalty: 3712.525391
	Iteration 3Q: 3 clusters Score -229519.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229549.656250 Penalty: 3712.525391
	Iteration 4Q: 3 clusters Score -229549.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -229570.546875 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -229570.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -229585.750000 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -229585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -229591.562500 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -229591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -229595.484375 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -229595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229600.343750 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -229600.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -229606.968750 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -229607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -229612.921875 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -229612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229617.375000 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -229617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -229620.718750 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -229620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229625.328125 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -229625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -229631.734375 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -229631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -229636.484375 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -229636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229639.656250 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -229639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229642.703125 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -229642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229649.562500 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -229649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229653.187500 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -229653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229659.500000 Penalty: 3712.525391
	Iteration 21Q: 3 clusters Score -229659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229666.531250 Penalty: 3712.525391
	Iteration 22Q: 3 clusters Score -229666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229671.140625 Penalty: 3712.525391
	Iteration 23Q: 3 clusters Score -229671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229676.531250 Penalty: 3712.525391
	Iteration 24Q: 3 clusters Score -229676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229678.187500 Penalty: 3712.525391
	Iteration 25Q: 3 clusters Score -229678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229679.359375 Penalty: 3712.525391
	Iteration 26Q: 3 clusters Score -229679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -229680.890625 Penalty: 3712.525391
	Iteration 27Q: 3 clusters Score -229680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229682.265625 Penalty: 3712.525391
	Iteration 28Q: 3 clusters Score -229682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229686.921875 Penalty: 3712.525391
	Iteration 29Q: 3 clusters Score -229686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229690.828125 Penalty: 3712.525391
	Iteration 30Q: 3 clusters Score -229690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -229694.140625 Penalty: 3712.525391
	Iteration 31Q: 3 clusters Score -229694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -229696.906250 Penalty: 3712.525391
	Iteration 32Q: 3 clusters Score -229696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229700.093750 Penalty: 3712.525391
	Iteration 33Q: 3 clusters Score -229700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229704.421875 Penalty: 3712.525391
	Iteration 34Q: 3 clusters Score -229704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -229710.187500 Penalty: 3712.525391
	Iteration 35Q: 3 clusters Score -229710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229714.484375 Penalty: 3712.525391
	Iteration 36Q: 3 clusters Score -229714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229719.078125 Penalty: 3712.525391
	Iteration 37Q: 3 clusters Score -229719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229721.609375 Penalty: 3712.525391
	Iteration 38Q: 3 clusters Score -229721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229724.156250 Penalty: 3712.525391
	Iteration 39Q: 3 clusters Score -229724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229725.671875 Penalty: 3712.525391
	Iteration 40F: 3 clusters Score -229725.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -841551.125000 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -841551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -836093.500000 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -836093.5 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -837489.687500 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -837489.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -837808.437500 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -837808.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -838050.750000 Penalty: 4352.672852
	Iteration 3F: 3 clusters Score -838050.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -838244.625000 Penalty: 4352.672852
	Iteration 4F: 3 clusters Score -838244.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -838412.250000 Penalty: 4352.672852
	Iteration 5Q: 3 clusters Score -838412.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -838554.500000 Penalty: 4352.672852
	Iteration 6Q: 3 clusters Score -838554.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -838693.875000 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -838693.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -838840.937500 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -838840.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -838999.312500 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -838999.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -839130.437500 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -839130.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -839247.250000 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -839247.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -839317.562500 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -839317.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -839369.375000 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -839369.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -839414.875000 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -839414.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -839459.875000 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -839459.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -839503.437500 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -839503.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -839549.562500 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -839549.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -839598.500000 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -839598.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -839665.437500 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -839665.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -839743.625000 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -839743.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -839848.875000 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -839848.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -840013.312500 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -840013.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -840247.437500 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -840247.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -840493.250000 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -840493.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -840675.250000 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -840675.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -840768.375000 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -840768.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -840807.437500 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -840807.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -840829.187500 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -840829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -840834.062500 Penalty: 4352.672852
	Iteration 29Q: 3 clusters Score -840834.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -840842.187500 Penalty: 4352.672852
	Iteration 30Q: 3 clusters Score -840842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -840845.312500 Penalty: 4352.672852
	Iteration 31Q: 3 clusters Score -840845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -840846.750000 Penalty: 4352.672852
	Iteration 32Q: 3 clusters Score -840846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -840847.687500 Penalty: 4352.672852
	Iteration 33Q: 3 clusters Score -840847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -840852.187500 Penalty: 4352.672852
	Iteration 34Q: 3 clusters Score -840852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -840853.062500 Penalty: 4352.672852
	Iteration 35Q: 3 clusters Score -840853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -840854.437500 Penalty: 4352.672852
	Iteration 36Q: 3 clusters Score -840854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -840856.500000 Penalty: 4352.672852
	Iteration 37Q: 3 clusters Score -840856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -840858.000000 Penalty: 4352.672852
	Iteration 38Q: 3 clusters Score -840858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -840858.000000 Penalty: 4352.672852
	Iteration 39F: 3 clusters Score -840858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -67168.710938 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -67168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65610.789062 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -65610.79 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65824.312500 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -65824.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66041.742188 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -66041.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66096.937500 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -66096.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66148.906250 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -66148.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66197.093750 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -66197.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66233.078125 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -66233.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66281.070312 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -66281.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66327.742188 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -66327.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66403.039062 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -66403.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66451.039062 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -66451.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66500.500000 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -66500.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66569.679688 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -66569.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66718.804688 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -66718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66916.085938 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -66916.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67106.421875 Penalty: 3148.305176
	Iteration 15Q: 3 clusters Score -67106.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67134.656250 Penalty: 3148.305176
	Iteration 16Q: 3 clusters Score -67134.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67151.656250 Penalty: 3148.305176
	Iteration 17Q: 3 clusters Score -67151.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67175.546875 Penalty: 3148.305176
	Iteration 18Q: 3 clusters Score -67175.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67190.195312 Penalty: 3148.305176
	Iteration 19Q: 3 clusters Score -67190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67192.304688 Penalty: 3148.305176
	Iteration 20F: 3 clusters Score -67192.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 42181 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 52565 members 
Mstep: Class 8 contains 162370 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 112760 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 86851 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 263 members 
Mstep: Class 27 contains 34874 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 83098 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 4958 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 4766 members 
Mstep: Class 38 contains 7757 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 591 members 
Mstep: Class 44 contains 308 members 
Entering Unmasked Estep 
Score: -111266120.000000 Penalty: 149391.406250
Splitting cluster 26 changes total score from -111268024.000000 to -111266120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (34874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Entering Unmasked Estep 
Score: -4256832.500000 Penalty: 2593.955078
	Iteration 0F: 2 clusters Score -4256832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4233194.500000 Penalty: 5187.910156
	Iteration 0F: 3 clusters Score -4233194 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4242089.500000 Penalty: 5187.910156
	Iteration 1F: 3 clusters Score -4242090 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4242823.000000 Penalty: 5187.910156
	Iteration 2F: 3 clusters Score -4242823 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4243633.500000 Penalty: 5187.910156
	Iteration 3F: 3 clusters Score -4243634 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4244606.500000 Penalty: 5187.910156
	Iteration 4F: 3 clusters Score -4244606 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4245779.000000 Penalty: 5187.910156
	Iteration 5F: 3 clusters Score -4245779 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4247079.500000 Penalty: 5187.910156
	Iteration 6F: 3 clusters Score -4247080 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4248432.500000 Penalty: 5187.910156
	Iteration 7F: 3 clusters Score -4248432 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4249758.000000 Penalty: 5187.910156
	Iteration 8F: 3 clusters Score -4249758 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -4250815.500000 Penalty: 5187.910156
	Iteration 9Q: 3 clusters Score -4250816 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -4251765.000000 Penalty: 5187.910156
	Iteration 10Q: 3 clusters Score -4251765 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4252550.000000 Penalty: 5187.910156
	Iteration 11Q: 3 clusters Score -4252550 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4253154.500000 Penalty: 5187.910156
	Iteration 12Q: 3 clusters Score -4253154 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4253663.000000 Penalty: 5187.910156
	Iteration 13Q: 3 clusters Score -4253663 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4254058.500000 Penalty: 5187.910156
	Iteration 14Q: 3 clusters Score -4254058 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4254314.500000 Penalty: 5187.910156
	Iteration 15Q: 3 clusters Score -4254314 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4254517.000000 Penalty: 5187.910156
	Iteration 16Q: 3 clusters Score -4254517 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4254668.000000 Penalty: 5187.910156
	Iteration 17Q: 3 clusters Score -4254668 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4254791.000000 Penalty: 5187.910156
	Iteration 18Q: 3 clusters Score -4254791 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4254867.000000 Penalty: 5187.910156
	Iteration 19Q: 3 clusters Score -4254867 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4254939.000000 Penalty: 5187.910156
	Iteration 20F: 3 clusters Score -4254939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4254979.000000 Penalty: 5187.910156
	Iteration 21Q: 3 clusters Score -4254979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4255024.000000 Penalty: 5187.910156
	Iteration 22Q: 3 clusters Score -4255024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4255054.000000 Penalty: 5187.910156
	Iteration 23Q: 3 clusters Score -4255054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4255078.000000 Penalty: 5187.910156
	Iteration 24Q: 3 clusters Score -4255078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -4255089.000000 Penalty: 5187.910156
	Iteration 25Q: 3 clusters Score -4255089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4255111.500000 Penalty: 5187.910156
	Iteration 26Q: 3 clusters Score -4255112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4255134.500000 Penalty: 5187.910156
	Iteration 27Q: 3 clusters Score -4255134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4255151.000000 Penalty: 5187.910156
	Iteration 28Q: 3 clusters Score -4255151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4255166.000000 Penalty: 5187.910156
	Iteration 29Q: 3 clusters Score -4255166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4255180.000000 Penalty: 5187.910156
	Iteration 30Q: 3 clusters Score -4255180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4255174.500000 Penalty: 5187.910156
	Iteration 31Q: 3 clusters Score -4255174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4255182.500000 Penalty: 5187.910156
	Iteration 32Q: 3 clusters Score -4255182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4255185.500000 Penalty: 5187.910156
	Iteration 33Q: 3 clusters Score -4255186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4255187.500000 Penalty: 5187.910156
	Iteration 34Q: 3 clusters Score -4255188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4255189.000000 Penalty: 5187.910156
	Iteration 35Q: 3 clusters Score -4255189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4255188.500000 Penalty: 5187.910156
	Iteration 36Q: 3 clusters Score -4255188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4255193.000000 Penalty: 5187.910156
	Iteration 37Q: 3 clusters Score -4255193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4255198.000000 Penalty: 5187.910156
	Iteration 38Q: 3 clusters Score -4255198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4255198.000000 Penalty: 5187.910156
	Iteration 39F: 3 clusters Score -4255198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Entering Unmasked Estep 
Score: -1819905.000000 Penalty: 2383.841797
	Iteration 0F: 2 clusters Score -1819905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1809028.125000 Penalty: 4767.683594
	Iteration 0F: 3 clusters Score -1809028 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1812708.000000 Penalty: 4767.683594
	Iteration 1F: 3 clusters Score -1812708 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1813271.250000 Penalty: 4767.683594
	Iteration 2F: 3 clusters Score -1813271 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1813791.750000 Penalty: 4767.683594
	Iteration 3F: 3 clusters Score -1813792 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1814205.375000 Penalty: 4767.683594
	Iteration 4F: 3 clusters Score -1814205 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1814568.625000 Penalty: 4767.683594
	Iteration 5Q: 3 clusters Score -1814569 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1814894.750000 Penalty: 4767.683594
	Iteration 6Q: 3 clusters Score -1814895 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1815199.125000 Penalty: 4767.683594
	Iteration 7Q: 3 clusters Score -1815199 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1815489.625000 Penalty: 4767.683594
	Iteration 8Q: 3 clusters Score -1815490 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1815773.000000 Penalty: 4767.683594
	Iteration 9Q: 3 clusters Score -1815773 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1816035.250000 Penalty: 4767.683594
	Iteration 10Q: 3 clusters Score -1816035 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1816270.250000 Penalty: 4767.683594
	Iteration 11Q: 3 clusters Score -1816270 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1816475.875000 Penalty: 4767.683594
	Iteration 12Q: 3 clusters Score -1816476 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1816668.875000 Penalty: 4767.683594
	Iteration 13Q: 3 clusters Score -1816669 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1816842.000000 Penalty: 4767.683594
	Iteration 14Q: 3 clusters Score -1816842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1817010.500000 Penalty: 4767.683594
	Iteration 15Q: 3 clusters Score -1817010 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1817215.625000 Penalty: 4767.683594
	Iteration 16Q: 3 clusters Score -1817216 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1817439.125000 Penalty: 4767.683594
	Iteration 17Q: 3 clusters Score -1817439 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1817658.125000 Penalty: 4767.683594
	Iteration 18Q: 3 clusters Score -1817658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1817851.500000 Penalty: 4767.683594
	Iteration 19Q: 3 clusters Score -1817852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1817982.875000 Penalty: 4767.683594
	Iteration 20F: 3 clusters Score -1817983 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1818094.375000 Penalty: 4767.683594
	Iteration 21Q: 3 clusters Score -1818094 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1818184.750000 Penalty: 4767.683594
	Iteration 22Q: 3 clusters Score -1818185 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1818252.000000 Penalty: 4767.683594
	Iteration 23Q: 3 clusters Score -1818252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1818312.875000 Penalty: 4767.683594
	Iteration 24Q: 3 clusters Score -1818313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1818358.500000 Penalty: 4767.683594
	Iteration 25Q: 3 clusters Score -1818358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1818389.625000 Penalty: 4767.683594
	Iteration 26Q: 3 clusters Score -1818390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1818412.000000 Penalty: 4767.683594
	Iteration 27Q: 3 clusters Score -1818412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1818431.125000 Penalty: 4767.683594
	Iteration 28Q: 3 clusters Score -1818431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1818444.750000 Penalty: 4767.683594
	Iteration 29Q: 3 clusters Score -1818445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1818451.875000 Penalty: 4767.683594
	Iteration 30Q: 3 clusters Score -1818452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1818456.750000 Penalty: 4767.683594
	Iteration 31Q: 3 clusters Score -1818457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1818455.750000 Penalty: 4767.683594
	Iteration 32Q: 3 clusters Score -1818456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1818463.000000 Penalty: 4767.683594
	Iteration 33Q: 3 clusters Score -1818463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1818465.125000 Penalty: 4767.683594
	Iteration 34Q: 3 clusters Score -1818465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1818472.750000 Penalty: 4767.683594
	Iteration 35Q: 3 clusters Score -1818473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1818476.000000 Penalty: 4767.683594
	Iteration 36Q: 3 clusters Score -1818476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1818479.000000 Penalty: 4767.683594
	Iteration 37Q: 3 clusters Score -1818479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1818478.250000 Penalty: 4767.683594
	Iteration 38Q: 3 clusters Score -1818478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1818480.375000 Penalty: 4767.683594
	Iteration 39Q: 3 clusters Score -1818480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1818482.375000 Penalty: 4767.683594
	Iteration 40F: 3 clusters Score -1818482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1818484.125000 Penalty: 4767.683594
	Iteration 41Q: 3 clusters Score -1818484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1818485.375000 Penalty: 4767.683594
	Iteration 42Q: 3 clusters Score -1818485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1818485.375000 Penalty: 4767.683594
	Iteration 43F: 3 clusters Score -1818485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -322731.718750 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -322731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -319779.406250 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -319779.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -320383.687500 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -320383.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -320560.250000 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -320560.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -320663.593750 Penalty: 3895.772949
	Iteration 3Q: 3 clusters Score -320663.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320726.843750 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -320726.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -320787.312500 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -320787.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -320820.968750 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -320821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -320847.812500 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -320847.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -320873.562500 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -320873.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -320900.718750 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -320900.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -320924.875000 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -320924.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320945.156250 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -320945.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -320967.750000 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -320967.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -321003.000000 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -321003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321028.781250 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -321028.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -321054.437500 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -321054.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -321072.031250 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -321072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321082.281250 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -321082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -321092.406250 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -321092.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -321105.500000 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -321105.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -321115.125000 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -321115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -321125.062500 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -321125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -321134.250000 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -321134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -321140.031250 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -321140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -321146.656250 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -321146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -321157.593750 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -321157.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -321169.000000 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -321169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -321181.343750 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -321181.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321191.125000 Penalty: 3895.772949
	Iteration 28Q: 3 clusters Score -321191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -321194.406250 Penalty: 3895.772949
	Iteration 29Q: 3 clusters Score -321194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321196.343750 Penalty: 3895.772949
	Iteration 30Q: 3 clusters Score -321196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321200.000000 Penalty: 3895.772949
	Iteration 31Q: 3 clusters Score -321200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -321200.906250 Penalty: 3895.772949
	Iteration 32Q: 3 clusters Score -321200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -321203.937500 Penalty: 3895.772949
	Iteration 33Q: 3 clusters Score -321203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321206.937500 Penalty: 3895.772949
	Iteration 34Q: 3 clusters Score -321206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -321211.812500 Penalty: 3895.772949
	Iteration 35Q: 3 clusters Score -321211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -321216.531250 Penalty: 3895.772949
	Iteration 36Q: 3 clusters Score -321216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321222.718750 Penalty: 3895.772949
	Iteration 37Q: 3 clusters Score -321222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -321227.062500 Penalty: 3895.772949
	Iteration 38Q: 3 clusters Score -321227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -321229.468750 Penalty: 3895.772949
	Iteration 39Q: 3 clusters Score -321229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -321230.281250 Penalty: 3895.772949
	Iteration 40F: 3 clusters Score -321230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321230.937500 Penalty: 3895.772949
	Iteration 41Q: 3 clusters Score -321230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321230.937500 Penalty: 3895.772949
	Iteration 42F: 3 clusters Score -321230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Entering Unmasked Estep 
Score: -3044569.500000 Penalty: 2510.769043
	Iteration 0F: 2 clusters Score -3044570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3027361.750000 Penalty: 5021.538086
	Iteration 0F: 3 clusters Score -3027362 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3033886.000000 Penalty: 5021.538086
	Iteration 1F: 3 clusters Score -3033886 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3035125.250000 Penalty: 5021.538086
	Iteration 2F: 3 clusters Score -3035125 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3036728.000000 Penalty: 5021.538086
	Iteration 3F: 3 clusters Score -3036728 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3038244.000000 Penalty: 5021.538086
	Iteration 4F: 3 clusters Score -3038244 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3039324.000000 Penalty: 5021.538086
	Iteration 5F: 3 clusters Score -3039324 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3039989.500000 Penalty: 5021.538086
	Iteration 6F: 3 clusters Score -3039990 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3040432.750000 Penalty: 5021.538086
	Iteration 7Q: 3 clusters Score -3040433 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3040769.000000 Penalty: 5021.538086
	Iteration 8Q: 3 clusters Score -3040769 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3041032.250000 Penalty: 5021.538086
	Iteration 9Q: 3 clusters Score -3041032 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3041229.250000 Penalty: 5021.538086
	Iteration 10Q: 3 clusters Score -3041229 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3041394.750000 Penalty: 5021.538086
	Iteration 11Q: 3 clusters Score -3041395 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3041526.250000 Penalty: 5021.538086
	Iteration 12Q: 3 clusters Score -3041526 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3041673.750000 Penalty: 5021.538086
	Iteration 13Q: 3 clusters Score -3041674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3041776.500000 Penalty: 5021.538086
	Iteration 14Q: 3 clusters Score -3041776 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3041867.500000 Penalty: 5021.538086
	Iteration 15Q: 3 clusters Score -3041868 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3041960.750000 Penalty: 5021.538086
	Iteration 16Q: 3 clusters Score -3041961 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3042044.750000 Penalty: 5021.538086
	Iteration 17Q: 3 clusters Score -3042045 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3042124.250000 Penalty: 5021.538086
	Iteration 18Q: 3 clusters Score -3042124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3042201.250000 Penalty: 5021.538086
	Iteration 19Q: 3 clusters Score -3042201 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3042254.500000 Penalty: 5021.538086
	Iteration 20F: 3 clusters Score -3042254 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3042331.250000 Penalty: 5021.538086
	Iteration 21Q: 3 clusters Score -3042331 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3042396.250000 Penalty: 5021.538086
	Iteration 22Q: 3 clusters Score -3042396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3042450.750000 Penalty: 5021.538086
	Iteration 23Q: 3 clusters Score -3042451 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3042515.500000 Penalty: 5021.538086
	Iteration 24Q: 3 clusters Score -3042516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3042550.250000 Penalty: 5021.538086
	Iteration 25Q: 3 clusters Score -3042550 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3042620.250000 Penalty: 5021.538086
	Iteration 26Q: 3 clusters Score -3042620 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3042681.500000 Penalty: 5021.538086
	Iteration 27Q: 3 clusters Score -3042682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3042715.750000 Penalty: 5021.538086
	Iteration 28Q: 3 clusters Score -3042716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3042751.000000 Penalty: 5021.538086
	Iteration 29Q: 3 clusters Score -3042751 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3042777.250000 Penalty: 5021.538086
	Iteration 30Q: 3 clusters Score -3042777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3042817.000000 Penalty: 5021.538086
	Iteration 31Q: 3 clusters Score -3042817 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3042849.000000 Penalty: 5021.538086
	Iteration 32Q: 3 clusters Score -3042849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3042875.000000 Penalty: 5021.538086
	Iteration 33Q: 3 clusters Score -3042875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3042894.250000 Penalty: 5021.538086
	Iteration 34Q: 3 clusters Score -3042894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3042927.750000 Penalty: 5021.538086
	Iteration 35Q: 3 clusters Score -3042928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3042966.000000 Penalty: 5021.538086
	Iteration 36Q: 3 clusters Score -3042966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3043009.750000 Penalty: 5021.538086
	Iteration 37Q: 3 clusters Score -3043010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3043023.500000 Penalty: 5021.538086
	Iteration 38Q: 3 clusters Score -3043024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3043046.000000 Penalty: 5021.538086
	Iteration 39Q: 3 clusters Score -3043046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3043061.250000 Penalty: 5021.538086
	Iteration 40F: 3 clusters Score -3043061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3043085.000000 Penalty: 5021.538086
	Iteration 41Q: 3 clusters Score -3043085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3043110.000000 Penalty: 5021.538086
	Iteration 42Q: 3 clusters Score -3043110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3043119.750000 Penalty: 5021.538086
	Iteration 43Q: 3 clusters Score -3043120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3043131.750000 Penalty: 5021.538086
	Iteration 44Q: 3 clusters Score -3043132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3043142.500000 Penalty: 5021.538086
	Iteration 45Q: 3 clusters Score -3043142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3043154.500000 Penalty: 5021.538086
	Iteration 46Q: 3 clusters Score -3043154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3043157.250000 Penalty: 5021.538086
	Iteration 47Q: 3 clusters Score -3043157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3043167.750000 Penalty: 5021.538086
	Iteration 48Q: 3 clusters Score -3043168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3043175.000000 Penalty: 5021.538086
	Iteration 49Q: 3 clusters Score -3043175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3043171.000000 Penalty: 5021.538086
	Iteration 50Q: 3 clusters Score -3043171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3043176.750000 Penalty: 5021.538086
	Iteration 51Q: 3 clusters Score -3043177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3043177.250000 Penalty: 5021.538086
	Iteration 52Q: 3 clusters Score -3043177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3043178.500000 Penalty: 5021.538086
	Iteration 53Q: 3 clusters Score -3043178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3043182.000000 Penalty: 5021.538086
	Iteration 54Q: 3 clusters Score -3043182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3043186.750000 Penalty: 5021.538086
	Iteration 55Q: 3 clusters Score -3043187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3043187.500000 Penalty: 5021.538086
	Iteration 56Q: 3 clusters Score -3043188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3043182.250000 Penalty: 5021.538086
	Iteration 57Q: 3 clusters Score -3043182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3043182.000000 Penalty: 5021.538086
	Iteration 58Q: 3 clusters Score -3043182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3043185.750000 Penalty: 5021.538086
	Iteration 59Q: 3 clusters Score -3043186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3043187.500000 Penalty: 5021.538086
	Iteration 60F: 3 clusters Score -3043188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3043193.000000 Penalty: 5021.538086
	Iteration 61Q: 3 clusters Score -3043193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3043194.750000 Penalty: 5021.538086
	Iteration 62Q: 3 clusters Score -3043195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3043190.000000 Penalty: 5021.538086
	Iteration 63Q: 3 clusters Score -3043190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3043191.750000 Penalty: 5021.538086
	Iteration 64Q: 3 clusters Score -3043192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3043190.250000 Penalty: 5021.538086
	Iteration 65Q: 3 clusters Score -3043190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3043192.500000 Penalty: 5021.538086
	Iteration 66Q: 3 clusters Score -3043192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3043191.750000 Penalty: 5021.538086
	Iteration 67Q: 3 clusters Score -3043192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3043190.750000 Penalty: 5021.538086
	Iteration 68Q: 3 clusters Score -3043191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3043191.000000 Penalty: 5021.538086
	Iteration 69Q: 3 clusters Score -3043191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3043192.500000 Penalty: 5021.538086
	Iteration 70Q: 3 clusters Score -3043192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3043192.250000 Penalty: 5021.538086
	Iteration 71Q: 3 clusters Score -3043192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3043196.750000 Penalty: 5021.538086
	Iteration 72Q: 3 clusters Score -3043197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3043198.500000 Penalty: 5021.538086
	Iteration 73Q: 3 clusters Score -3043198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3043198.750000 Penalty: 5021.538086
	Iteration 74Q: 3 clusters Score -3043199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3043199.000000 Penalty: 5021.538086
	Iteration 75Q: 3 clusters Score -3043199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3043200.500000 Penalty: 5021.538086
	Iteration 76Q: 3 clusters Score -3043200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3043200.500000 Penalty: 5021.538086
	Iteration 77Q: 3 clusters Score -3043200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3043200.500000 Penalty: 5021.538086
	Iteration 78F: 3 clusters Score -3043200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Entering Unmasked Estep 
Score: -2467926.500000 Penalty: 2461.534668
	Iteration 0F: 2 clusters Score -2467926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2453537.500000 Penalty: 4923.069336
	Iteration 0F: 3 clusters Score -2453538 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2458834.000000 Penalty: 4923.069336
	Iteration 1F: 3 clusters Score -2458834 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2459938.500000 Penalty: 4923.069336
	Iteration 2F: 3 clusters Score -2459938 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2461284.500000 Penalty: 4923.069336
	Iteration 3F: 3 clusters Score -2461284 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2462639.750000 Penalty: 4923.069336
	Iteration 4F: 3 clusters Score -2462640 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2463760.250000 Penalty: 4923.069336
	Iteration 5F: 3 clusters Score -2463760 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2464680.750000 Penalty: 4923.069336
	Iteration 6F: 3 clusters Score -2464681 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2465456.000000 Penalty: 4923.069336
	Iteration 7Q: 3 clusters Score -2465456 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2466018.000000 Penalty: 4923.069336
	Iteration 8Q: 3 clusters Score -2466018 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2466409.500000 Penalty: 4923.069336
	Iteration 9Q: 3 clusters Score -2466410 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2466654.250000 Penalty: 4923.069336
	Iteration 10Q: 3 clusters Score -2466654 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2466799.000000 Penalty: 4923.069336
	Iteration 11Q: 3 clusters Score -2466799 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2466883.750000 Penalty: 4923.069336
	Iteration 12Q: 3 clusters Score -2466884 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2466960.750000 Penalty: 4923.069336
	Iteration 13Q: 3 clusters Score -2466961 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2467011.250000 Penalty: 4923.069336
	Iteration 14Q: 3 clusters Score -2467011 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2467037.250000 Penalty: 4923.069336
	Iteration 15Q: 3 clusters Score -2467037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2467061.750000 Penalty: 4923.069336
	Iteration 16Q: 3 clusters Score -2467062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2467080.250000 Penalty: 4923.069336
	Iteration 17Q: 3 clusters Score -2467080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2467099.250000 Penalty: 4923.069336
	Iteration 18Q: 3 clusters Score -2467099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2467107.000000 Penalty: 4923.069336
	Iteration 19Q: 3 clusters Score -2467107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2467122.750000 Penalty: 4923.069336
	Iteration 20F: 3 clusters Score -2467123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2467141.000000 Penalty: 4923.069336
	Iteration 21Q: 3 clusters Score -2467141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2467156.000000 Penalty: 4923.069336
	Iteration 22Q: 3 clusters Score -2467156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2467160.000000 Penalty: 4923.069336
	Iteration 23Q: 3 clusters Score -2467160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2467172.250000 Penalty: 4923.069336
	Iteration 24Q: 3 clusters Score -2467172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2467181.750000 Penalty: 4923.069336
	Iteration 25Q: 3 clusters Score -2467182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2467184.250000 Penalty: 4923.069336
	Iteration 26Q: 3 clusters Score -2467184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2467187.250000 Penalty: 4923.069336
	Iteration 27Q: 3 clusters Score -2467187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2467190.500000 Penalty: 4923.069336
	Iteration 28Q: 3 clusters Score -2467190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2467189.250000 Penalty: 4923.069336
	Iteration 29Q: 3 clusters Score -2467189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2467198.500000 Penalty: 4923.069336
	Iteration 30Q: 3 clusters Score -2467198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2467193.000000 Penalty: 4923.069336
	Iteration 31Q: 3 clusters Score -2467193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2467191.000000 Penalty: 4923.069336
	Iteration 32Q: 3 clusters Score -2467191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2467193.500000 Penalty: 4923.069336
	Iteration 33Q: 3 clusters Score -2467194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2467194.500000 Penalty: 4923.069336
	Iteration 34Q: 3 clusters Score -2467194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2467193.750000 Penalty: 4923.069336
	Iteration 35Q: 3 clusters Score -2467194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2467196.250000 Penalty: 4923.069336
	Iteration 36Q: 3 clusters Score -2467196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2467195.250000 Penalty: 4923.069336
	Iteration 37Q: 3 clusters Score -2467195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2467200.250000 Penalty: 4923.069336
	Iteration 38Q: 3 clusters Score -2467200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2467200.250000 Penalty: 4923.069336
	Iteration 39Q: 3 clusters Score -2467200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2467199.250000 Penalty: 4923.069336
	Iteration 40F: 3 clusters Score -2467199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2467196.500000 Penalty: 4923.069336
	Iteration 41Q: 3 clusters Score -2467196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2467196.250000 Penalty: 4923.069336
	Iteration 42Q: 3 clusters Score -2467196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2467199.000000 Penalty: 4923.069336
	Iteration 43Q: 3 clusters Score -2467199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2467200.750000 Penalty: 4923.069336
	Iteration 44Q: 3 clusters Score -2467201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2467202.250000 Penalty: 4923.069336
	Iteration 45Q: 3 clusters Score -2467202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2467204.250000 Penalty: 4923.069336
	Iteration 46Q: 3 clusters Score -2467204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2467201.750000 Penalty: 4923.069336
	Iteration 47Q: 3 clusters Score -2467202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2467205.500000 Penalty: 4923.069336
	Iteration 48Q: 3 clusters Score -2467206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2467204.000000 Penalty: 4923.069336
	Iteration 49Q: 3 clusters Score -2467204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2467203.250000 Penalty: 4923.069336
	Iteration 50Q: 3 clusters Score -2467203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2467203.500000 Penalty: 4923.069336
	Iteration 51Q: 3 clusters Score -2467204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2467203.500000 Penalty: 4923.069336
	Iteration 52F: 3 clusters Score -2467204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Entering Unmasked Estep 
Score: -10812589.000000 Penalty: 2809.288330
	Iteration 0F: 2 clusters Score -1.081259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -10757062.000000 Penalty: 5618.576660
	Iteration 0F: 3 clusters Score -1.075706e+07 nChanged 39023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -10779104.000000 Penalty: 5618.576660
	Iteration 1F: 3 clusters Score -1.07791e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -10779783.000000 Penalty: 5618.576660
	Iteration 2Q: 3 clusters Score -1.077978e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -10780469.000000 Penalty: 5618.576660
	Iteration 3Q: 3 clusters Score -1.078047e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -10781094.000000 Penalty: 5618.576660
	Iteration 4Q: 3 clusters Score -1.078109e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -10781899.000000 Penalty: 5618.576660
	Iteration 5Q: 3 clusters Score -1.07819e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -10782701.000000 Penalty: 5618.576660
	Iteration 6Q: 3 clusters Score -1.07827e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -10783653.000000 Penalty: 5618.576660
	Iteration 7Q: 3 clusters Score -1.078365e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -10784779.000000 Penalty: 5618.576660
	Iteration 8Q: 3 clusters Score -1.078478e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -10786332.000000 Penalty: 5618.576660
	Iteration 9Q: 3 clusters Score -1.078633e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -10788367.000000 Penalty: 5618.576660
	Iteration 10Q: 3 clusters Score -1.078837e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -10791124.000000 Penalty: 5618.576660
	Iteration 11F: 3 clusters Score -1.079112e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -10794570.000000 Penalty: 5618.576660
	Iteration 12F: 3 clusters Score -1.079457e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -10798581.000000 Penalty: 5618.576660
	Iteration 13F: 3 clusters Score -1.079858e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -10802369.000000 Penalty: 5618.576660
	Iteration 14F: 3 clusters Score -1.080237e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -10805407.000000 Penalty: 5618.576660
	Iteration 15Q: 3 clusters Score -1.080541e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -10807349.000000 Penalty: 5618.576660
	Iteration 16Q: 3 clusters Score -1.080735e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10808562.000000 Penalty: 5618.576660
	Iteration 17Q: 3 clusters Score -1.080856e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -10809235.000000 Penalty: 5618.576660
	Iteration 18Q: 3 clusters Score -1.080924e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -10809609.000000 Penalty: 5618.576660
	Iteration 19Q: 3 clusters Score -1.080961e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -10809870.000000 Penalty: 5618.576660
	Iteration 20F: 3 clusters Score -1.080987e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -10810006.000000 Penalty: 5618.576660
	Iteration 21Q: 3 clusters Score -1.081001e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -10810093.000000 Penalty: 5618.576660
	Iteration 22Q: 3 clusters Score -1.081009e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -10810134.000000 Penalty: 5618.576660
	Iteration 23Q: 3 clusters Score -1.081013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -10810190.000000 Penalty: 5618.576660
	Iteration 24Q: 3 clusters Score -1.081019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10810212.000000 Penalty: 5618.576660
	Iteration 25Q: 3 clusters Score -1.081021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -10810209.000000 Penalty: 5618.576660
	Iteration 26Q: 3 clusters Score -1.081021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -10810216.000000 Penalty: 5618.576660
	Iteration 27Q: 3 clusters Score -1.081022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -10810220.000000 Penalty: 5618.576660
	Iteration 28Q: 3 clusters Score -1.081022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -10810216.000000 Penalty: 5618.576660
	Iteration 29Q: 3 clusters Score -1.081022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -10810228.000000 Penalty: 5618.576660
	Iteration 30Q: 3 clusters Score -1.081023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -10810228.000000 Penalty: 5618.576660
	Iteration 31F: 3 clusters Score -1.081023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -254406.609375 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -254406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -251696.953125 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -251697 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -252471.093750 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -252471.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -252754.343750 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -252754.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252947.390625 Penalty: 3823.371826
	Iteration 3F: 3 clusters Score -252947.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -253064.281250 Penalty: 3823.371826
	Iteration 4Q: 3 clusters Score -253064.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -253147.562500 Penalty: 3823.371826
	Iteration 5Q: 3 clusters Score -253147.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253227.593750 Penalty: 3823.371826
	Iteration 6Q: 3 clusters Score -253227.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -253310.265625 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -253310.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253416.718750 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -253416.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253498.578125 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -253498.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -253558.406250 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -253558.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253603.140625 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -253603.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -253651.875000 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -253651.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -253700.703125 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -253700.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -253736.640625 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -253736.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -253764.375000 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -253764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -253795.453125 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -253795.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -253814.984375 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -253815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -253824.968750 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -253825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -253831.218750 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -253831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -253835.546875 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -253835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -253836.828125 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -253836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -253836.828125 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -253836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -253836.828125 Penalty: 3823.371826
	Iteration 23F: 3 clusters Score -253836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Entering Unmasked Estep 
Score: -636093.250000 Penalty: 2110.171875
	Iteration 0F: 2 clusters Score -636093.2 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 2524 members 
Entering Unmasked Estep 
Score: -631612.000000 Penalty: 4220.343750
	Iteration 0F: 3 clusters Score -631612 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -632690.875000 Penalty: 4220.343750
	Iteration 1F: 3 clusters Score -632690.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -632918.875000 Penalty: 4220.343750
	Iteration 2F: 3 clusters Score -632918.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -633051.062500 Penalty: 4220.343750
	Iteration 3F: 3 clusters Score -633051.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -633162.312500 Penalty: 4220.343750
	Iteration 4Q: 3 clusters Score -633162.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -633272.562500 Penalty: 4220.343750
	Iteration 5Q: 3 clusters Score -633272.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -633410.000000 Penalty: 4220.343750
	Iteration 6Q: 3 clusters Score -633410 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -633578.437500 Penalty: 4220.343750
	Iteration 7Q: 3 clusters Score -633578.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -633740.437500 Penalty: 4220.343750
	Iteration 8Q: 3 clusters Score -633740.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -633888.250000 Penalty: 4220.343750
	Iteration 9Q: 3 clusters Score -633888.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -634028.562500 Penalty: 4220.343750
	Iteration 10Q: 3 clusters Score -634028.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -634131.375000 Penalty: 4220.343750
	Iteration 11Q: 3 clusters Score -634131.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -634218.062500 Penalty: 4220.343750
	Iteration 12Q: 3 clusters Score -634218.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -634278.875000 Penalty: 4220.343750
	Iteration 13Q: 3 clusters Score -634278.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -634323.687500 Penalty: 4220.343750
	Iteration 14Q: 3 clusters Score -634323.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -634348.625000 Penalty: 4220.343750
	Iteration 15Q: 3 clusters Score -634348.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -634370.062500 Penalty: 4220.343750
	Iteration 16Q: 3 clusters Score -634370.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -634387.250000 Penalty: 4220.343750
	Iteration 17Q: 3 clusters Score -634387.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -634400.500000 Penalty: 4220.343750
	Iteration 18Q: 3 clusters Score -634400.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -634410.937500 Penalty: 4220.343750
	Iteration 19Q: 3 clusters Score -634410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -634416.250000 Penalty: 4220.343750
	Iteration 20F: 3 clusters Score -634416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -634425.750000 Penalty: 4220.343750
	Iteration 21Q: 3 clusters Score -634425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -634430.125000 Penalty: 4220.343750
	Iteration 22Q: 3 clusters Score -634430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -634435.625000 Penalty: 4220.343750
	Iteration 23Q: 3 clusters Score -634435.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -634443.500000 Penalty: 4220.343750
	Iteration 24Q: 3 clusters Score -634443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -634447.687500 Penalty: 4220.343750
	Iteration 25Q: 3 clusters Score -634447.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -634452.500000 Penalty: 4220.343750
	Iteration 26Q: 3 clusters Score -634452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -634455.375000 Penalty: 4220.343750
	Iteration 27Q: 3 clusters Score -634455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -634457.687500 Penalty: 4220.343750
	Iteration 28Q: 3 clusters Score -634457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -634460.125000 Penalty: 4220.343750
	Iteration 29Q: 3 clusters Score -634460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -634461.500000 Penalty: 4220.343750
	Iteration 30Q: 3 clusters Score -634461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -634462.250000 Penalty: 4220.343750
	Iteration 31Q: 3 clusters Score -634462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -634463.187500 Penalty: 4220.343750
	Iteration 32Q: 3 clusters Score -634463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -634463.500000 Penalty: 4220.343750
	Iteration 33Q: 3 clusters Score -634463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -634465.000000 Penalty: 4220.343750
	Iteration 34Q: 3 clusters Score -634465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -634464.437500 Penalty: 4220.343750
	Iteration 35Q: 3 clusters Score -634464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -634464.875000 Penalty: 4220.343750
	Iteration 36Q: 3 clusters Score -634464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -634468.687500 Penalty: 4220.343750
	Iteration 37Q: 3 clusters Score -634468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -634470.875000 Penalty: 4220.343750
	Iteration 38Q: 3 clusters Score -634470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -634475.750000 Penalty: 4220.343750
	Iteration 39Q: 3 clusters Score -634475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -634476.500000 Penalty: 4220.343750
	Iteration 40F: 3 clusters Score -634476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -634475.875000 Penalty: 4220.343750
	Iteration 41Q: 3 clusters Score -634475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -634475.875000 Penalty: 4220.343750
	Iteration 42F: 3 clusters Score -634475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110348.171875 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110348.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108496.148438 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -108496.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108846.070312 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -108846.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109071.093750 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109071.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109256.835938 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -109256.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109408.500000 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109408.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -109521.476562 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109521.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109618.898438 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109713.492188 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109713.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109775.929688 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109775.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109811.390625 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109823.796875 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109834.851562 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109839.156250 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -109839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -109841.203125 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -109841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -109846.601562 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -109846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109850.804688 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -109850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109850.804688 Penalty: 3378.923096
	Iteration 16F: 3 clusters Score -109850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Entering Unmasked Estep 
Score: -722084.875000 Penalty: 2145.367432
	Iteration 0F: 2 clusters Score -722084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -717074.062500 Penalty: 4290.734863
	Iteration 0F: 3 clusters Score -717074.1 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -718325.937500 Penalty: 4290.734863
	Iteration 1F: 3 clusters Score -718325.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -718611.875000 Penalty: 4290.734863
	Iteration 2F: 3 clusters Score -718611.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -718781.375000 Penalty: 4290.734863
	Iteration 3F: 3 clusters Score -718781.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -718906.750000 Penalty: 4290.734863
	Iteration 4Q: 3 clusters Score -718906.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -718992.875000 Penalty: 4290.734863
	Iteration 5Q: 3 clusters Score -718992.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -719065.687500 Penalty: 4290.734863
	Iteration 6Q: 3 clusters Score -719065.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -719141.437500 Penalty: 4290.734863
	Iteration 7Q: 3 clusters Score -719141.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -719201.437500 Penalty: 4290.734863
	Iteration 8Q: 3 clusters Score -719201.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -719246.437500 Penalty: 4290.734863
	Iteration 9Q: 3 clusters Score -719246.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -719292.125000 Penalty: 4290.734863
	Iteration 10Q: 3 clusters Score -719292.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -719363.750000 Penalty: 4290.734863
	Iteration 11Q: 3 clusters Score -719363.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -719443.125000 Penalty: 4290.734863
	Iteration 12Q: 3 clusters Score -719443.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -719517.625000 Penalty: 4290.734863
	Iteration 13Q: 3 clusters Score -719517.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -719599.687500 Penalty: 4290.734863
	Iteration 14Q: 3 clusters Score -719599.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -719697.312500 Penalty: 4290.734863
	Iteration 15Q: 3 clusters Score -719697.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -719816.375000 Penalty: 4290.734863
	Iteration 16Q: 3 clusters Score -719816.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -719961.875000 Penalty: 4290.734863
	Iteration 17Q: 3 clusters Score -719961.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -720160.125000 Penalty: 4290.734863
	Iteration 18Q: 3 clusters Score -720160.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -720388.562500 Penalty: 4290.734863
	Iteration 19Q: 3 clusters Score -720388.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -720662.250000 Penalty: 4290.734863
	Iteration 20F: 3 clusters Score -720662.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -720917.937500 Penalty: 4290.734863
	Iteration 21Q: 3 clusters Score -720917.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -721149.062500 Penalty: 4290.734863
	Iteration 22Q: 3 clusters Score -721149.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -721326.187500 Penalty: 4290.734863
	Iteration 23Q: 3 clusters Score -721326.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -721452.750000 Penalty: 4290.734863
	Iteration 24Q: 3 clusters Score -721452.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -721561.625000 Penalty: 4290.734863
	Iteration 25Q: 3 clusters Score -721561.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -721615.687500 Penalty: 4290.734863
	Iteration 26Q: 3 clusters Score -721615.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -721660.312500 Penalty: 4290.734863
	Iteration 27Q: 3 clusters Score -721660.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -721690.687500 Penalty: 4290.734863
	Iteration 28Q: 3 clusters Score -721690.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -721722.062500 Penalty: 4290.734863
	Iteration 29Q: 3 clusters Score -721722.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -721736.000000 Penalty: 4290.734863
	Iteration 30Q: 3 clusters Score -721736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -721751.187500 Penalty: 4290.734863
	Iteration 31Q: 3 clusters Score -721751.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -721760.562500 Penalty: 4290.734863
	Iteration 32Q: 3 clusters Score -721760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -721766.812500 Penalty: 4290.734863
	Iteration 33Q: 3 clusters Score -721766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -721770.375000 Penalty: 4290.734863
	Iteration 34Q: 3 clusters Score -721770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -721773.062500 Penalty: 4290.734863
	Iteration 35Q: 3 clusters Score -721773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -721772.500000 Penalty: 4290.734863
	Iteration 36Q: 3 clusters Score -721772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -721772.875000 Penalty: 4290.734863
	Iteration 37Q: 3 clusters Score -721772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -721774.000000 Penalty: 4290.734863
	Iteration 38Q: 3 clusters Score -721774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -721775.750000 Penalty: 4290.734863
	Iteration 39Q: 3 clusters Score -721775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -721774.750000 Penalty: 4290.734863
	Iteration 40F: 3 clusters Score -721774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -575982.312500 Penalty: 2100.377197
	Iteration 0F: 2 clusters Score -575982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -571581.625000 Penalty: 4200.754395
	Iteration 0F: 3 clusters Score -571581.6 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -572741.312500 Penalty: 4200.754395
	Iteration 1F: 3 clusters Score -572741.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -573103.500000 Penalty: 4200.754395
	Iteration 2F: 3 clusters Score -573103.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -573413.437500 Penalty: 4200.754395
	Iteration 3F: 3 clusters Score -573413.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -573666.750000 Penalty: 4200.754395
	Iteration 4F: 3 clusters Score -573666.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -573896.812500 Penalty: 4200.754395
	Iteration 5Q: 3 clusters Score -573896.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -574112.062500 Penalty: 4200.754395
	Iteration 6Q: 3 clusters Score -574112.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -574333.750000 Penalty: 4200.754395
	Iteration 7Q: 3 clusters Score -574333.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -574541.312500 Penalty: 4200.754395
	Iteration 8Q: 3 clusters Score -574541.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -574734.562500 Penalty: 4200.754395
	Iteration 9Q: 3 clusters Score -574734.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -574896.000000 Penalty: 4200.754395
	Iteration 10Q: 3 clusters Score -574896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -574994.687500 Penalty: 4200.754395
	Iteration 11Q: 3 clusters Score -574994.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -575060.187500 Penalty: 4200.754395
	Iteration 12Q: 3 clusters Score -575060.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -575111.375000 Penalty: 4200.754395
	Iteration 13Q: 3 clusters Score -575111.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -575147.562500 Penalty: 4200.754395
	Iteration 14Q: 3 clusters Score -575147.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -575173.062500 Penalty: 4200.754395
	Iteration 15Q: 3 clusters Score -575173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -575192.187500 Penalty: 4200.754395
	Iteration 16Q: 3 clusters Score -575192.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -575207.875000 Penalty: 4200.754395
	Iteration 17Q: 3 clusters Score -575207.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -575220.375000 Penalty: 4200.754395
	Iteration 18Q: 3 clusters Score -575220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -575228.437500 Penalty: 4200.754395
	Iteration 19Q: 3 clusters Score -575228.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -575235.750000 Penalty: 4200.754395
	Iteration 20F: 3 clusters Score -575235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -575243.437500 Penalty: 4200.754395
	Iteration 21Q: 3 clusters Score -575243.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -575250.125000 Penalty: 4200.754395
	Iteration 22Q: 3 clusters Score -575250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -575252.562500 Penalty: 4200.754395
	Iteration 23Q: 3 clusters Score -575252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -575257.625000 Penalty: 4200.754395
	Iteration 24Q: 3 clusters Score -575257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -575260.312500 Penalty: 4200.754395
	Iteration 25Q: 3 clusters Score -575260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -575266.062500 Penalty: 4200.754395
	Iteration 26Q: 3 clusters Score -575266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -575269.000000 Penalty: 4200.754395
	Iteration 27Q: 3 clusters Score -575269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -575270.312500 Penalty: 4200.754395
	Iteration 28Q: 3 clusters Score -575270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -575271.937500 Penalty: 4200.754395
	Iteration 29Q: 3 clusters Score -575271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -575272.062500 Penalty: 4200.754395
	Iteration 30Q: 3 clusters Score -575272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -575273.625000 Penalty: 4200.754395
	Iteration 31Q: 3 clusters Score -575273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -575273.625000 Penalty: 4200.754395
	Iteration 32Q: 3 clusters Score -575273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -575272.750000 Penalty: 4200.754395
	Iteration 33Q: 3 clusters Score -575272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575274.062500 Penalty: 4200.754395
	Iteration 34Q: 3 clusters Score -575274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -575274.687500 Penalty: 4200.754395
	Iteration 35Q: 3 clusters Score -575274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575275.000000 Penalty: 4200.754395
	Iteration 36Q: 3 clusters Score -575275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575275.000000 Penalty: 4200.754395
	Iteration 37F: 3 clusters Score -575275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1008180.875000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1008181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1001931.500000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1001932 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1003717.812500 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1003718 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1004109.625000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1004110 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1004468.750000 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -1004469 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1004833.937500 Penalty: 4442.350098
	Iteration 4F: 3 clusters Score -1004834 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1005229.812500 Penalty: 4442.350098
	Iteration 5F: 3 clusters Score -1005230 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1005615.125000 Penalty: 4442.350098
	Iteration 6F: 3 clusters Score -1005615 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1005958.625000 Penalty: 4442.350098
	Iteration 7F: 3 clusters Score -1005959 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1006260.250000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1006260 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1006516.562500 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1006517 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1006694.125000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1006694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1006804.312500 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1006804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1006882.000000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1006882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1006950.187500 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1006950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1006999.750000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1007000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1007033.312500 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1007033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1007059.687500 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1007060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1007072.437500 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1007072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1007084.000000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1007084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1007091.687500 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1007092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1007097.375000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1007097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1007102.687500 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1007103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1007119.437500 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1007119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1007127.500000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1007128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1007134.812500 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1007135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1007143.062500 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1007143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1007148.625000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1007149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1007157.375000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1007157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1007163.875000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1007164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1007167.312500 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1007167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1007169.812500 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1007170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1007176.125000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1007176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1007179.312500 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1007179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1007181.375000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1007181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1007182.250000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1007182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1007183.500000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1007184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1007185.125000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -1007185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1007186.062500 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -1007186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1007186.062500 Penalty: 4442.350098
	Iteration 38F: 3 clusters Score -1007186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -124415.218750 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -124415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -122527.796875 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -122527.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122959.625000 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -122959.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -123211.046875 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -123211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123379.437500 Penalty: 3421.261719
	Iteration 3F: 3 clusters Score -123379.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123483.414062 Penalty: 3421.261719
	Iteration 4F: 3 clusters Score -123483.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -123586.648438 Penalty: 3421.261719
	Iteration 5F: 3 clusters Score -123586.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -123647.515625 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -123647.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -123716.976562 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -123717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -123803.476562 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -123803.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -123877.875000 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -123877.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -123934.367188 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -123934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -123956.703125 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -123956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -123965.375000 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -123965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -123972.632812 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -123972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -123975.250000 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -123975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -123984.242188 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -123984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -123992.890625 Penalty: 3421.261719
	Iteration 16Q: 3 clusters Score -123992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -123992.890625 Penalty: 3421.261719
	Iteration 17F: 3 clusters Score -123992.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -76044.585938 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -76044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74327.984375 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -74327.98 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74676.195312 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -74676.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74842.765625 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -74842.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74933.523438 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -74933.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75004.742188 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -75004.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75065.312500 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -75065.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75164.609375 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -75164.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75228.617188 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -75228.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75259.117188 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -75259.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75282.835938 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -75282.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75300.539062 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -75300.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75319.757812 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -75319.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75327.468750 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -75327.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75333.000000 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -75333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75339.585938 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -75339.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75347.500000 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -75347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75348.882812 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -75348.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75350.671875 Penalty: 3282.894531
	Iteration 17Q: 3 clusters Score -75350.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75352.359375 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -75352.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75352.359375 Penalty: 3282.894531
	Iteration 19F: 3 clusters Score -75352.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Entering Unmasked Estep 
Score: -1504002.875000 Penalty: 2320.030273
	Iteration 0F: 2 clusters Score -1504003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1495321.625000 Penalty: 4640.060547
	Iteration 0F: 3 clusters Score -1495322 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1497910.625000 Penalty: 4640.060547
	Iteration 1F: 3 clusters Score -1497911 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1498204.000000 Penalty: 4640.060547
	Iteration 2F: 3 clusters Score -1498204 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1498440.625000 Penalty: 4640.060547
	Iteration 3Q: 3 clusters Score -1498441 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1498714.750000 Penalty: 4640.060547
	Iteration 4Q: 3 clusters Score -1498715 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1498998.375000 Penalty: 4640.060547
	Iteration 5Q: 3 clusters Score -1498998 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1499315.125000 Penalty: 4640.060547
	Iteration 6F: 3 clusters Score -1499315 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1499715.500000 Penalty: 4640.060547
	Iteration 7F: 3 clusters Score -1499716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1500212.375000 Penalty: 4640.060547
	Iteration 8F: 3 clusters Score -1500212 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1500664.125000 Penalty: 4640.060547
	Iteration 9F: 3 clusters Score -1500664 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1501070.875000 Penalty: 4640.060547
	Iteration 10Q: 3 clusters Score -1501071 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1501385.250000 Penalty: 4640.060547
	Iteration 11Q: 3 clusters Score -1501385 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1501594.125000 Penalty: 4640.060547
	Iteration 12Q: 3 clusters Score -1501594 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1501752.375000 Penalty: 4640.060547
	Iteration 13Q: 3 clusters Score -1501752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1501836.250000 Penalty: 4640.060547
	Iteration 14Q: 3 clusters Score -1501836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1501891.250000 Penalty: 4640.060547
	Iteration 15Q: 3 clusters Score -1501891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1501924.625000 Penalty: 4640.060547
	Iteration 16Q: 3 clusters Score -1501925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1501955.000000 Penalty: 4640.060547
	Iteration 17Q: 3 clusters Score -1501955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1501980.125000 Penalty: 4640.060547
	Iteration 18Q: 3 clusters Score -1501980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1501997.125000 Penalty: 4640.060547
	Iteration 19Q: 3 clusters Score -1501997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1502015.000000 Penalty: 4640.060547
	Iteration 20F: 3 clusters Score -1502015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1502022.625000 Penalty: 4640.060547
	Iteration 21Q: 3 clusters Score -1502023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1502030.125000 Penalty: 4640.060547
	Iteration 22Q: 3 clusters Score -1502030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1502035.000000 Penalty: 4640.060547
	Iteration 23Q: 3 clusters Score -1502035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1502039.500000 Penalty: 4640.060547
	Iteration 24Q: 3 clusters Score -1502040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1502041.875000 Penalty: 4640.060547
	Iteration 25Q: 3 clusters Score -1502042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1502044.375000 Penalty: 4640.060547
	Iteration 26Q: 3 clusters Score -1502044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1502045.250000 Penalty: 4640.060547
	Iteration 27Q: 3 clusters Score -1502045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1502045.250000 Penalty: 4640.060547
	Iteration 28F: 3 clusters Score -1502045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -489715.156250 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -489715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -485917.625000 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -485917.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -486705.906250 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -486705.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -486880.937500 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -486880.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -486997.781250 Penalty: 4098.485352
	Iteration 3Q: 3 clusters Score -486997.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -487091.437500 Penalty: 4098.485352
	Iteration 4Q: 3 clusters Score -487091.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -487162.625000 Penalty: 4098.485352
	Iteration 5Q: 3 clusters Score -487162.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -487211.843750 Penalty: 4098.485352
	Iteration 6Q: 3 clusters Score -487211.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -487255.812500 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -487255.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -487292.843750 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -487292.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -487321.031250 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -487321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -487347.593750 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -487347.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -487372.406250 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -487372.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -487395.375000 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -487395.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -487412.281250 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -487412.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -487433.218750 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -487433.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -487452.500000 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -487452.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -487471.750000 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -487471.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -487490.625000 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -487490.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -487510.906250 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -487510.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487531.656250 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -487531.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -487557.812500 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -487557.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -487583.687500 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -487583.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -487607.906250 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -487607.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -487629.750000 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -487629.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -487648.843750 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -487648.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -487672.843750 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -487672.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -487692.687500 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -487692.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -487709.718750 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -487709.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -487726.000000 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -487726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -487746.031250 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -487746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -487765.531250 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -487765.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -487787.250000 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -487787.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -487807.062500 Penalty: 4098.485352
	Iteration 32Q: 3 clusters Score -487807.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -487836.875000 Penalty: 4098.485352
	Iteration 33Q: 3 clusters Score -487836.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -487856.625000 Penalty: 4098.485352
	Iteration 34Q: 3 clusters Score -487856.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -487869.937500 Penalty: 4098.485352
	Iteration 35Q: 3 clusters Score -487869.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -487882.375000 Penalty: 4098.485352
	Iteration 36Q: 3 clusters Score -487882.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -487891.562500 Penalty: 4098.485352
	Iteration 37Q: 3 clusters Score -487891.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -487898.781250 Penalty: 4098.485352
	Iteration 38Q: 3 clusters Score -487898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -487907.875000 Penalty: 4098.485352
	Iteration 39Q: 3 clusters Score -487907.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -487920.562500 Penalty: 4098.485352
	Iteration 40F: 3 clusters Score -487920.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -487933.625000 Penalty: 4098.485352
	Iteration 41Q: 3 clusters Score -487933.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -487953.437500 Penalty: 4098.485352
	Iteration 42Q: 3 clusters Score -487953.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -487974.343750 Penalty: 4098.485352
	Iteration 43Q: 3 clusters Score -487974.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -487983.312500 Penalty: 4098.485352
	Iteration 44Q: 3 clusters Score -487983.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -487994.218750 Penalty: 4098.485352
	Iteration 45Q: 3 clusters Score -487994.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -488002.875000 Penalty: 4098.485352
	Iteration 46Q: 3 clusters Score -488002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -488014.375000 Penalty: 4098.485352
	Iteration 47Q: 3 clusters Score -488014.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -488024.281250 Penalty: 4098.485352
	Iteration 48Q: 3 clusters Score -488024.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -488032.218750 Penalty: 4098.485352
	Iteration 49Q: 3 clusters Score -488032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -488040.406250 Penalty: 4098.485352
	Iteration 50Q: 3 clusters Score -488040.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -488050.718750 Penalty: 4098.485352
	Iteration 51Q: 3 clusters Score -488050.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -488063.750000 Penalty: 4098.485352
	Iteration 52Q: 3 clusters Score -488063.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -488075.343750 Penalty: 4098.485352
	Iteration 53Q: 3 clusters Score -488075.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -488087.562500 Penalty: 4098.485352
	Iteration 54Q: 3 clusters Score -488087.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -488096.156250 Penalty: 4098.485352
	Iteration 55Q: 3 clusters Score -488096.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -488110.437500 Penalty: 4098.485352
	Iteration 56Q: 3 clusters Score -488110.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -488124.343750 Penalty: 4098.485352
	Iteration 57Q: 3 clusters Score -488124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -488136.312500 Penalty: 4098.485352
	Iteration 58Q: 3 clusters Score -488136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -488147.343750 Penalty: 4098.485352
	Iteration 59Q: 3 clusters Score -488147.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -488154.125000 Penalty: 4098.485352
	Iteration 60F: 3 clusters Score -488154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -488159.000000 Penalty: 4098.485352
	Iteration 61Q: 3 clusters Score -488159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -488164.375000 Penalty: 4098.485352
	Iteration 62Q: 3 clusters Score -488164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -488171.250000 Penalty: 4098.485352
	Iteration 63Q: 3 clusters Score -488171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -488177.531250 Penalty: 4098.485352
	Iteration 64Q: 3 clusters Score -488177.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -488186.781250 Penalty: 4098.485352
	Iteration 65Q: 3 clusters Score -488186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -488192.625000 Penalty: 4098.485352
	Iteration 66Q: 3 clusters Score -488192.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -488197.125000 Penalty: 4098.485352
	Iteration 67Q: 3 clusters Score -488197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -488199.375000 Penalty: 4098.485352
	Iteration 68Q: 3 clusters Score -488199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -488200.875000 Penalty: 4098.485352
	Iteration 69Q: 3 clusters Score -488200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -488206.000000 Penalty: 4098.485352
	Iteration 70Q: 3 clusters Score -488206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -488208.406250 Penalty: 4098.485352
	Iteration 71Q: 3 clusters Score -488208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -488209.937500 Penalty: 4098.485352
	Iteration 72Q: 3 clusters Score -488209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -488212.625000 Penalty: 4098.485352
	Iteration 73Q: 3 clusters Score -488212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -488217.656250 Penalty: 4098.485352
	Iteration 74Q: 3 clusters Score -488217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -488222.656250 Penalty: 4098.485352
	Iteration 75Q: 3 clusters Score -488222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -488225.625000 Penalty: 4098.485352
	Iteration 76Q: 3 clusters Score -488225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -488229.812500 Penalty: 4098.485352
	Iteration 77Q: 3 clusters Score -488229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -488232.687500 Penalty: 4098.485352
	Iteration 78Q: 3 clusters Score -488232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -488235.843750 Penalty: 4098.485352
	Iteration 79Q: 3 clusters Score -488235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -488237.312500 Penalty: 4098.485352
	Iteration 80F: 3 clusters Score -488237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -488238.093750 Penalty: 4098.485352
	Iteration 81Q: 3 clusters Score -488238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -488240.093750 Penalty: 4098.485352
	Iteration 82Q: 3 clusters Score -488240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -488240.125000 Penalty: 4098.485352
	Iteration 83Q: 3 clusters Score -488240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -488240.125000 Penalty: 4098.485352
	Iteration 84F: 3 clusters Score -488240.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -70473.117188 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -70473.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68928.070312 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -68928.07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69159.992188 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -69159.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69225.671875 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -69225.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69279.062500 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -69279.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69310.046875 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -69310.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69358.398438 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -69358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69406.625000 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -69406.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69443.710938 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -69443.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69465.687500 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -69465.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69495.453125 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -69495.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69525.484375 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -69525.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69565.960938 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -69565.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69605.906250 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -69605.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69749.015625 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -69749.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69860.257812 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -69860.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69986.039062 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -69986.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70078.585938 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -70078.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70120.250000 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -70120.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70217.429688 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -70217.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70231.578125 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -70231.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70241.640625 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -70241.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70250.296875 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -70250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70257.507812 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -70257.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70264.375000 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -70264.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70264.375000 Penalty: 3165.380615
	Iteration 24F: 3 clusters Score -70264.38 nChanged 0
--- Evaluating fit on full set of 2647627 points ---
Entering Unmasked Estep 
Score: -333050272.000000 Penalty: 157711.750000
23->44 Clusters: Score -333050272.000000, best is -334187168.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 882542 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 38531 members 
Mstep: Class 3 contains 38462 members 
Mstep: Class 4 contains 38310 members 
Mstep: Class 5 contains 38379 members 
Mstep: Class 6 contains 38138 members 
Mstep: Class 7 contains 38668 members 
Mstep: Class 8 contains 38164 members 
Mstep: Class 9 contains 38164 members 
Mstep: Class 10 contains 38541 members 
Mstep: Class 11 contains 38047 members 
Mstep: Class 12 contains 38085 members 
Mstep: Class 13 contains 38227 members 
Mstep: Class 14 contains 38636 members 
Mstep: Class 15 contains 38397 members 
Mstep: Class 16 contains 38368 members 
Mstep: Class 17 contains 38268 members 
Mstep: Class 18 contains 38490 members 
Mstep: Class 19 contains 38185 members 
Mstep: Class 20 contains 38440 members 
Mstep: Class 21 contains 38521 members 
Mstep: Class 22 contains 38525 members 
Mstep: Class 23 contains 38504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 866.861633 but Gain 3395.257812
Score: -104191224.000000 Penalty: 74695.703125
Iteration 0F: 23 clusters Score -1.041912e+08 nChanged 839898
Entering Unmasked Mstep 
Mstep: Class 0 contains 503 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 17975 members 
Mstep: Class 3 contains 24141 members 
Mstep: Class 4 contains 26553 members 
Mstep: Class 5 contains 40953 members 
Mstep: Class 6 contains 38419 members 
Mstep: Class 7 contains 62939 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 94030 members 
Mstep: Class 10 contains 39955 members 
Mstep: Class 11 contains 58074 members 
Mstep: Class 12 contains 18798 members 
Mstep: Class 13 contains 22324 members 
Mstep: Class 14 contains 17501 members 
Mstep: Class 15 contains 22147 members 
Mstep: Class 16 contains 73238 members 
Mstep: Class 17 contains 52317 members 
Mstep: Class 18 contains 61556 members 
Mstep: Class 19 contains 18541 members 
Mstep: Class 20 contains 81178 members 
Mstep: Class 22 contains 35563 members 
Mstep: Class 23 contains 23805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108255272.000000 Penalty: 74695.703125
Iteration 1F: 23 clusters Score -1.082553e+08 nChanged 428961
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 21484 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 30853 members 
Mstep: Class 5 contains 41633 members 
Mstep: Class 6 contains 61321 members 
Mstep: Class 7 contains 33335 members 
Mstep: Class 8 contains 16412 members 
Mstep: Class 9 contains 116135 members 
Mstep: Class 10 contains 25274 members 
Mstep: Class 11 contains 33001 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 16431 members 
Mstep: Class 14 contains 7159 members 
Mstep: Class 15 contains 25067 members 
Mstep: Class 16 contains 80635 members 
Mstep: Class 17 contains 53335 members 
Mstep: Class 18 contains 99594 members 
Mstep: Class 19 contains 12224 members 
Mstep: Class 20 contains 127447 members 
Mstep: Class 22 contains 20204 members 
Mstep: Class 23 contains 26134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109528384.000000 Penalty: 74695.703125
Iteration 2F: 23 clusters Score -1.095284e+08 nChanged 278145
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 37408 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 44417 members 
Mstep: Class 5 contains 46080 members 
Mstep: Class 6 contains 72302 members 
Mstep: Class 7 contains 25432 members 
Mstep: Class 8 contains 11758 members 
Mstep: Class 9 contains 111238 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 21420 members 
Mstep: Class 16 contains 64219 members 
Mstep: Class 17 contains 52769 members 
Mstep: Class 18 contains 117502 members 
Mstep: Class 19 contains 13326 members 
Mstep: Class 20 contains 138624 members 
Mstep: Class 22 contains 22269 members 
Mstep: Class 23 contains 26632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110133736.000000 Penalty: 74695.703125
Iteration 3F: 23 clusters Score -1.101337e+08 nChanged 197687
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 51340 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 61247 members 
Mstep: Class 5 contains 53566 members 
Mstep: Class 6 contains 79786 members 
Mstep: Class 7 contains 25317 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 100253 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 12792 members 
Mstep: Class 16 contains 45516 members 
Mstep: Class 17 contains 50795 members 
Mstep: Class 18 contains 131293 members 
Mstep: Class 19 contains 17808 members 
Mstep: Class 20 contains 128929 members 
Mstep: Class 22 contains 23818 members 
Mstep: Class 23 contains 28970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110504632.000000 Penalty: 74695.703125
Iteration 4F: 23 clusters Score -1.105046e+08 nChanged 137420
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 62650 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 68580 members 
Mstep: Class 5 contains 58084 members 
Mstep: Class 6 contains 84998 members 
Mstep: Class 7 contains 27942 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 88459 members 
Mstep: Class 10 contains 18217 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 13650 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 6647 members 
Mstep: Class 16 contains 35641 members 
Mstep: Class 17 contains 46855 members 
Mstep: Class 18 contains 146855 members 
Mstep: Class 19 contains 20517 members 
Mstep: Class 20 contains 112977 members 
Mstep: Class 22 contains 24735 members 
Mstep: Class 23 contains 32395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110698856.000000 Penalty: 74695.703125
Iteration 5F: 23 clusters Score -1.106989e+08 nChanged 92478
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 70795 members 
Mstep: Class 5 contains 59505 members 
Mstep: Class 6 contains 88670 members 
Mstep: Class 7 contains 30503 members 
Mstep: Class 8 contains 6604 members 
Mstep: Class 9 contains 76787 members 
Mstep: Class 10 contains 20830 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 4797 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 5471 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 31967 members 
Mstep: Class 17 contains 42970 members 
Mstep: Class 18 contains 159115 members 
Mstep: Class 19 contains 21474 members 
Mstep: Class 20 contains 97640 members 
Mstep: Class 22 contains 24894 members 
Mstep: Class 23 contains 35955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110807664.000000 Penalty: 74695.703125
Iteration 6F: 23 clusters Score -1.108077e+08 nChanged 67773
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 79088 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 72126 members 
Mstep: Class 5 contains 59748 members 
Mstep: Class 6 contains 91038 members 
Mstep: Class 7 contains 32765 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 65940 members 
Mstep: Class 10 contains 23169 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 4721 members 
Mstep: Class 13 contains 12663 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 30564 members 
Mstep: Class 17 contains 40574 members 
Mstep: Class 18 contains 167723 members 
Mstep: Class 19 contains 21176 members 
Mstep: Class 20 contains 84517 members 
Mstep: Class 22 contains 25007 members 
Mstep: Class 23 contains 39026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110876512.000000 Penalty: 74695.703125
Iteration 7F: 23 clusters Score -1.108765e+08 nChanged 52744
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 84268 members 
Mstep: Class 3 contains 12147 members 
Mstep: Class 4 contains 73139 members 
Mstep: Class 5 contains 59638 members 
Mstep: Class 6 contains 92895 members 
Mstep: Class 7 contains 34441 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 56487 members 
Mstep: Class 10 contains 24603 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 4090 members 
Mstep: Class 16 contains 29928 members 
Mstep: Class 17 contains 39334 members 
Mstep: Class 18 contains 173995 members 
Mstep: Class 19 contains 20355 members 
Mstep: Class 20 contains 74171 members 
Mstep: Class 22 contains 25026 members 
Mstep: Class 23 contains 41275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927968.000000 Penalty: 74695.703125
Iteration 8F: 23 clusters Score -1.10928e+08 nChanged 41790
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 88024 members 
Mstep: Class 3 contains 12491 members 
Mstep: Class 4 contains 73838 members 
Mstep: Class 5 contains 60152 members 
Mstep: Class 6 contains 94262 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 48244 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 9164 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 29810 members 
Mstep: Class 17 contains 39414 members 
Mstep: Class 18 contains 178754 members 
Mstep: Class 19 contains 19811 members 
Mstep: Class 20 contains 66613 members 
Mstep: Class 22 contains 24925 members 
Mstep: Class 23 contains 42246 members 
Entering Unmasked Estep 
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Iteration 9Q: 23 clusters Score -1.109596e+08 nChanged 32719
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 91022 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 74180 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 95360 members 
Mstep: Class 7 contains 37001 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 41185 members 
Mstep: Class 10 contains 25954 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 12166 members 
Mstep: Class 14 contains 9590 members 
Mstep: Class 15 contains 4964 members 
Mstep: Class 16 contains 30237 members 
Mstep: Class 17 contains 39935 members 
Mstep: Class 18 contains 181912 members 
Mstep: Class 19 contains 19643 members 
Mstep: Class 20 contains 61800 members 
Mstep: Class 22 contains 24676 members 
Mstep: Class 23 contains 42162 members 
Entering Unmasked Estep 
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Iteration 10Q: 23 clusters Score -1.109817e+08 nChanged 26160
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 93719 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 74378 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 38232 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 35156 members 
Mstep: Class 10 contains 26254 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 12169 members 
Mstep: Class 14 contains 9959 members 
Mstep: Class 15 contains 5219 members 
Mstep: Class 16 contains 31190 members 
Mstep: Class 17 contains 40725 members 
Mstep: Class 18 contains 182997 members 
Mstep: Class 19 contains 19611 members 
Mstep: Class 20 contains 59285 members 
Mstep: Class 22 contains 24320 members 
Mstep: Class 23 contains 41468 members 
Entering Unmasked Estep 
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Iteration 11Q: 23 clusters Score -1.109971e+08 nChanged 21227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 96214 members 
Mstep: Class 3 contains 12811 members 
Mstep: Class 4 contains 74520 members 
Mstep: Class 5 contains 61112 members 
Mstep: Class 6 contains 97102 members 
Mstep: Class 7 contains 39469 members 
Mstep: Class 8 contains 6557 members 
Mstep: Class 9 contains 30249 members 
Mstep: Class 10 contains 26431 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 6120 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 32589 members 
Mstep: Class 17 contains 41590 members 
Mstep: Class 18 contains 182704 members 
Mstep: Class 19 contains 19606 members 
Mstep: Class 20 contains 57924 members 
Mstep: Class 22 contains 23931 members 
Mstep: Class 23 contains 40235 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -1.110091e+08 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 98691 members 
Mstep: Class 3 contains 12738 members 
Mstep: Class 4 contains 74664 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 97727 members 
Mstep: Class 7 contains 40668 members 
Mstep: Class 8 contains 6515 members 
Mstep: Class 9 contains 26262 members 
Mstep: Class 10 contains 26571 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 12309 members 
Mstep: Class 14 contains 10373 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 34383 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 18 contains 181602 members 
Mstep: Class 19 contains 19607 members 
Mstep: Class 20 contains 57037 members 
Mstep: Class 22 contains 23503 members 
Mstep: Class 23 contains 38671 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.110185e+08 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 101265 members 
Mstep: Class 3 contains 12629 members 
Mstep: Class 4 contains 74807 members 
Mstep: Class 5 contains 61641 members 
Mstep: Class 6 contains 98270 members 
Mstep: Class 7 contains 41781 members 
Mstep: Class 8 contains 6485 members 
Mstep: Class 9 contains 22990 members 
Mstep: Class 10 contains 26741 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 12352 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 36571 members 
Mstep: Class 17 contains 42964 members 
Mstep: Class 18 contains 179933 members 
Mstep: Class 19 contains 19605 members 
Mstep: Class 20 contains 56365 members 
Mstep: Class 22 contains 23028 members 
Mstep: Class 23 contains 36711 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.110269e+08 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 103855 members 
Mstep: Class 3 contains 12533 members 
Mstep: Class 4 contains 74941 members 
Mstep: Class 5 contains 61919 members 
Mstep: Class 6 contains 98731 members 
Mstep: Class 7 contains 42733 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 20523 members 
Mstep: Class 10 contains 26820 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 6306 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 14 contains 10487 members 
Mstep: Class 15 contains 6063 members 
Mstep: Class 16 contains 39202 members 
Mstep: Class 17 contains 43501 members 
Mstep: Class 18 contains 177552 members 
Mstep: Class 19 contains 19607 members 
Mstep: Class 20 contains 55857 members 
Mstep: Class 22 contains 22643 members 
Mstep: Class 23 contains 34443 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.110335e+08 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 106693 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 75073 members 
Mstep: Class 5 contains 62242 members 
Mstep: Class 6 contains 99073 members 
Mstep: Class 7 contains 43645 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 18603 members 
Mstep: Class 10 contains 26820 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 6323 members 
Mstep: Class 13 contains 12361 members 
Mstep: Class 14 contains 10511 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 42419 members 
Mstep: Class 17 contains 43879 members 
Mstep: Class 18 contains 174274 members 
Mstep: Class 19 contains 19609 members 
Mstep: Class 20 contains 55445 members 
Mstep: Class 22 contains 22293 members 
Mstep: Class 23 contains 32007 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.110424e+08 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 109588 members 
Mstep: Class 3 contains 12290 members 
Mstep: Class 4 contains 75193 members 
Mstep: Class 5 contains 62567 members 
Mstep: Class 6 contains 99323 members 
Mstep: Class 7 contains 44302 members 
Mstep: Class 8 contains 6472 members 
Mstep: Class 9 contains 17336 members 
Mstep: Class 10 contains 26789 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 12348 members 
Mstep: Class 14 contains 10539 members 
Mstep: Class 15 contains 6367 members 
Mstep: Class 16 contains 46417 members 
Mstep: Class 17 contains 44106 members 
Mstep: Class 18 contains 170027 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55105 members 
Mstep: Class 22 contains 22022 members 
Mstep: Class 23 contains 29427 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.110518e+08 nChanged 15814
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 112675 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 75288 members 
Mstep: Class 5 contains 62873 members 
Mstep: Class 6 contains 99540 members 
Mstep: Class 7 contains 44775 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 16559 members 
Mstep: Class 10 contains 26728 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 12338 members 
Mstep: Class 14 contains 10547 members 
Mstep: Class 15 contains 6561 members 
Mstep: Class 16 contains 51566 members 
Mstep: Class 17 contains 44068 members 
Mstep: Class 18 contains 164489 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 54807 members 
Mstep: Class 22 contains 21819 members 
Mstep: Class 23 contains 26771 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.110635e+08 nChanged 16439
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 115709 members 
Mstep: Class 3 contains 11865 members 
Mstep: Class 4 contains 75372 members 
Mstep: Class 5 contains 63144 members 
Mstep: Class 6 contains 99675 members 
Mstep: Class 7 contains 45121 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 16046 members 
Mstep: Class 10 contains 26658 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 57620 members 
Mstep: Class 17 contains 43797 members 
Mstep: Class 18 contains 158199 members 
Mstep: Class 19 contains 19614 members 
Mstep: Class 20 contains 54616 members 
Mstep: Class 22 contains 21688 members 
Mstep: Class 23 contains 24140 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.110781e+08 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 118569 members 
Mstep: Class 3 contains 11551 members 
Mstep: Class 4 contains 75438 members 
Mstep: Class 5 contains 63403 members 
Mstep: Class 6 contains 99782 members 
Mstep: Class 7 contains 45305 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 15733 members 
Mstep: Class 10 contains 26594 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 6371 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 10568 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 63443 members 
Mstep: Class 17 contains 43200 members 
Mstep: Class 18 contains 152763 members 
Mstep: Class 19 contains 19615 members 
Mstep: Class 20 contains 54428 members 
Mstep: Class 22 contains 21444 members 
Mstep: Class 23 contains 21655 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.110913e+08 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 121265 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 75499 members 
Mstep: Class 5 contains 63542 members 
Mstep: Class 6 contains 99886 members 
Mstep: Class 7 contains 45275 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 15531 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 12305 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 16 contains 68764 members 
Mstep: Class 17 contains 42447 members 
Mstep: Class 18 contains 148310 members 
Mstep: Class 19 contains 19616 members 
Mstep: Class 20 contains 54210 members 
Mstep: Class 22 contains 20868 members 
Mstep: Class 23 contains 19622 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.111006e+08 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 123959 members 
Mstep: Class 3 contains 11152 members 
Mstep: Class 4 contains 75536 members 
Mstep: Class 5 contains 63631 members 
Mstep: Class 6 contains 100038 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 26504 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 72608 members 
Mstep: Class 17 contains 41506 members 
Mstep: Class 18 contains 145108 members 
Mstep: Class 19 contains 19617 members 
Mstep: Class 20 contains 54052 members 
Mstep: Class 22 contains 20265 members 
Mstep: Class 23 contains 17906 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.111066e+08 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 126612 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 75574 members 
Mstep: Class 5 contains 63690 members 
Mstep: Class 6 contains 100204 members 
Mstep: Class 7 contains 45158 members 
Mstep: Class 8 contains 6468 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 26480 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 6421 members 
Mstep: Class 13 contains 12277 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 15 contains 6225 members 
Mstep: Class 16 contains 75283 members 
Mstep: Class 17 contains 40295 members 
Mstep: Class 18 contains 142698 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 20 contains 53927 members 
Mstep: Class 22 contains 19678 members 
Mstep: Class 23 contains 16559 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.111101e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 129255 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 75603 members 
Mstep: Class 5 contains 63772 members 
Mstep: Class 6 contains 100361 members 
Mstep: Class 7 contains 45058 members 
Mstep: Class 8 contains 6468 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 6431 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 77211 members 
Mstep: Class 17 contains 38849 members 
Mstep: Class 18 contains 140740 members 
Mstep: Class 19 contains 19620 members 
Mstep: Class 20 contains 53874 members 
Mstep: Class 22 contains 19176 members 
Mstep: Class 23 contains 15537 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.111122e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 131783 members 
Mstep: Class 3 contains 11119 members 
Mstep: Class 4 contains 75638 members 
Mstep: Class 5 contains 63801 members 
Mstep: Class 6 contains 100511 members 
Mstep: Class 7 contains 44990 members 
Mstep: Class 8 contains 6464 members 
Mstep: Class 9 contains 15262 members 
Mstep: Class 10 contains 26411 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 11026 members 
Mstep: Class 15 contains 6051 members 
Mstep: Class 16 contains 78656 members 
Mstep: Class 17 contains 37274 members 
Mstep: Class 18 contains 139121 members 
Mstep: Class 19 contains 19619 members 
Mstep: Class 20 contains 53852 members 
Mstep: Class 22 contains 18677 members 
Mstep: Class 23 contains 14808 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.111144e+08 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 134305 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 75689 members 
Mstep: Class 5 contains 63858 members 
Mstep: Class 6 contains 100670 members 
Mstep: Class 7 contains 44947 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 15128 members 
Mstep: Class 10 contains 26321 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 6005 members 
Mstep: Class 16 contains 79723 members 
Mstep: Class 17 contains 35603 members 
Mstep: Class 18 contains 137701 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 20 contains 53861 members 
Mstep: Class 22 contains 18265 members 
Mstep: Class 23 contains 14231 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.111162e+08 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 136746 members 
Mstep: Class 3 contains 11171 members 
Mstep: Class 4 contains 75739 members 
Mstep: Class 5 contains 63868 members 
Mstep: Class 6 contains 100824 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 6457 members 
Mstep: Class 9 contains 14996 members 
Mstep: Class 10 contains 26198 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11151 members 
Mstep: Class 15 contains 5972 members 
Mstep: Class 16 contains 80517 members 
Mstep: Class 17 contains 33906 members 
Mstep: Class 18 contains 136464 members 
Mstep: Class 19 contains 19619 members 
Mstep: Class 20 contains 53922 members 
Mstep: Class 22 contains 17939 members 
Mstep: Class 23 contains 13758 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.111181e+08 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 138978 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 75785 members 
Mstep: Class 5 contains 63869 members 
Mstep: Class 6 contains 100996 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 14858 members 
Mstep: Class 10 contains 26062 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 12239 members 
Mstep: Class 14 contains 11215 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 16 contains 81128 members 
Mstep: Class 17 contains 32205 members 
Mstep: Class 18 contains 135469 members 
Mstep: Class 19 contains 19619 members 
Mstep: Class 20 contains 53982 members 
Mstep: Class 22 contains 17648 members 
Mstep: Class 23 contains 13346 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.111194e+08 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 141152 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 75842 members 
Mstep: Class 5 contains 63884 members 
Mstep: Class 6 contains 101156 members 
Mstep: Class 7 contains 44841 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 14711 members 
Mstep: Class 10 contains 25924 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 11277 members 
Mstep: Class 15 contains 5942 members 
Mstep: Class 16 contains 81567 members 
Mstep: Class 17 contains 30525 members 
Mstep: Class 18 contains 134622 members 
Mstep: Class 19 contains 19619 members 
Mstep: Class 20 contains 54040 members 
Mstep: Class 22 contains 17387 members 
Mstep: Class 23 contains 12956 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.111212e+08 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 143182 members 
Mstep: Class 3 contains 11171 members 
Mstep: Class 4 contains 75876 members 
Mstep: Class 5 contains 63878 members 
Mstep: Class 6 contains 101298 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 25754 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11326 members 
Mstep: Class 15 contains 5959 members 
Mstep: Class 16 contains 81870 members 
Mstep: Class 17 contains 28881 members 
Mstep: Class 18 contains 133902 members 
Mstep: Class 19 contains 19619 members 
Mstep: Class 20 contains 54115 members 
Mstep: Class 22 contains 17150 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.111227e+08 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 144920 members 
Mstep: Class 3 contains 11165 members 
Mstep: Class 4 contains 75899 members 
Mstep: Class 5 contains 63888 members 
Mstep: Class 6 contains 101409 members 
Mstep: Class 7 contains 44791 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 25562 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11384 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 16 contains 82084 members 
Mstep: Class 17 contains 27470 members 
Mstep: Class 18 contains 133300 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 20 contains 54197 members 
Mstep: Class 22 contains 16962 members 
Mstep: Class 23 contains 12297 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.111248e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 146468 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 75921 members 
Mstep: Class 5 contains 63881 members 
Mstep: Class 6 contains 101507 members 
Mstep: Class 7 contains 44758 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 14352 members 
Mstep: Class 10 contains 25388 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 82252 members 
Mstep: Class 17 contains 26102 members 
Mstep: Class 18 contains 132782 members 
Mstep: Class 19 contains 19617 members 
Mstep: Class 20 contains 54301 members 
Mstep: Class 22 contains 16820 members 
Mstep: Class 23 contains 11969 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -1.111271e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 147751 members 
Mstep: Class 3 contains 11146 members 
Mstep: Class 4 contains 75957 members 
Mstep: Class 5 contains 63870 members 
Mstep: Class 6 contains 101568 members 
Mstep: Class 7 contains 44671 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 14225 members 
Mstep: Class 10 contains 25193 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11506 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 16 contains 82382 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 132338 members 
Mstep: Class 19 contains 19615 members 
Mstep: Class 20 contains 54414 members 
Mstep: Class 22 contains 16715 members 
Mstep: Class 23 contains 11665 members 
Entering Unmasked Estep 
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Iteration 33Q: 23 clusters Score -1.111295e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 148911 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 75987 members 
Mstep: Class 5 contains 63822 members 
Mstep: Class 6 contains 101601 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 16 contains 82459 members 
Mstep: Class 17 contains 23699 members 
Mstep: Class 18 contains 131941 members 
Mstep: Class 19 contains 19614 members 
Mstep: Class 20 contains 54561 members 
Mstep: Class 22 contains 16606 members 
Mstep: Class 23 contains 11395 members 
Entering Unmasked Estep 
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Iteration 34Q: 23 clusters Score -1.111332e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 149817 members 
Mstep: Class 3 contains 11128 members 
Mstep: Class 4 contains 76031 members 
Mstep: Class 5 contains 63718 members 
Mstep: Class 6 contains 101620 members 
Mstep: Class 7 contains 44513 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 14029 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11592 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 82505 members 
Mstep: Class 17 contains 22633 members 
Mstep: Class 18 contains 131626 members 
Mstep: Class 19 contains 19614 members 
Mstep: Class 20 contains 54711 members 
Mstep: Class 22 contains 16505 members 
Mstep: Class 23 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111138952.000000 Penalty: 74695.703125
Iteration 35Q: 23 clusters Score -1.11139e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 150321 members 
Mstep: Class 3 contains 11126 members 
Mstep: Class 4 contains 76070 members 
Mstep: Class 5 contains 63604 members 
Mstep: Class 6 contains 101644 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 13964 members 
Mstep: Class 10 contains 24685 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11624 members 
Mstep: Class 15 contains 5960 members 
Mstep: Class 16 contains 82547 members 
Mstep: Class 17 contains 21596 members 
Mstep: Class 18 contains 131279 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 54818 members 
Mstep: Class 22 contains 16413 members 
Mstep: Class 23 contains 11055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111142800.000000 Penalty: 74695.703125
Iteration 36Q: 23 clusters Score -1.111428e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 150637 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 76114 members 
Mstep: Class 5 contains 63459 members 
Mstep: Class 6 contains 101660 members 
Mstep: Class 7 contains 44332 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 13885 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 11664 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 82548 members 
Mstep: Class 17 contains 20640 members 
Mstep: Class 18 contains 130921 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 54895 members 
Mstep: Class 22 contains 16318 members 
Mstep: Class 23 contains 10951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111144824.000000 Penalty: 74695.703125
Iteration 37Q: 23 clusters Score -1.111448e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 151299 members 
Mstep: Class 3 contains 11107 members 
Mstep: Class 4 contains 76140 members 
Mstep: Class 5 contains 63290 members 
Mstep: Class 6 contains 101673 members 
Mstep: Class 7 contains 44307 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 13802 members 
Mstep: Class 10 contains 24342 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 82557 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 130544 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 54954 members 
Mstep: Class 22 contains 16246 members 
Mstep: Class 23 contains 10890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111146232.000000 Penalty: 74695.703125
Iteration 38Q: 23 clusters Score -1.111462e+08 nChanged 3652
Entering ConstructFrom: 
Score: -111146232.000000 Penalty: 74695.703125
Entering ConstructFrom: 
Trying to split cluster 1 (17505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Entering Unmasked Estep 
Score: -2197119.000000 Penalty: 2423.020020
	Iteration 0F: 2 clusters Score -2197119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2184746.750000 Penalty: 4846.040039
	Iteration 0F: 3 clusters Score -2184747 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2189254.500000 Penalty: 4846.040039
	Iteration 1F: 3 clusters Score -2189254 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2190214.750000 Penalty: 4846.040039
	Iteration 2F: 3 clusters Score -2190215 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2191235.250000 Penalty: 4846.040039
	Iteration 3F: 3 clusters Score -2191235 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2192173.750000 Penalty: 4846.040039
	Iteration 4F: 3 clusters Score -2192174 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2192973.000000 Penalty: 4846.040039
	Iteration 5F: 3 clusters Score -2192973 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2193687.750000 Penalty: 4846.040039
	Iteration 6F: 3 clusters Score -2193688 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2194327.750000 Penalty: 4846.040039
	Iteration 7F: 3 clusters Score -2194328 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2194939.000000 Penalty: 4846.040039
	Iteration 8F: 3 clusters Score -2194939 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2195504.250000 Penalty: 4846.040039
	Iteration 9Q: 3 clusters Score -2195504 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2196030.500000 Penalty: 4846.040039
	Iteration 10Q: 3 clusters Score -2196030 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2196502.500000 Penalty: 4846.040039
	Iteration 11Q: 3 clusters Score -2196502 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2196874.250000 Penalty: 4846.040039
	Iteration 12Q: 3 clusters Score -2196874 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2197078.250000 Penalty: 4846.040039
	Iteration 13Q: 3 clusters Score -2197078 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2197163.750000 Penalty: 4846.040039
	Iteration 14Q: 3 clusters Score -2197164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2197236.500000 Penalty: 4846.040039
	Iteration 15Q: 3 clusters Score -2197236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2197310.250000 Penalty: 4846.040039
	Iteration 16Q: 3 clusters Score -2197310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2197392.250000 Penalty: 4846.040039
	Iteration 17Q: 3 clusters Score -2197392 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2197546.250000 Penalty: 4846.040039
	Iteration 18Q: 3 clusters Score -2197546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2197777.750000 Penalty: 4846.040039
	Iteration 19Q: 3 clusters Score -2197778 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2198120.500000 Penalty: 4846.040039
	Iteration 20F: 3 clusters Score -2198120 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2198445.500000 Penalty: 4846.040039
	Iteration 21Q: 3 clusters Score -2198446 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2198565.750000 Penalty: 4846.040039
	Iteration 22Q: 3 clusters Score -2198566 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2198603.500000 Penalty: 4846.040039
	Iteration 23Q: 3 clusters Score -2198604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2198617.750000 Penalty: 4846.040039
	Iteration 24Q: 3 clusters Score -2198618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2198625.500000 Penalty: 4846.040039
	Iteration 25Q: 3 clusters Score -2198626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2198622.500000 Penalty: 4846.040039
	Iteration 26Q: 3 clusters Score -2198622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2198631.000000 Penalty: 4846.040039
	Iteration 27Q: 3 clusters Score -2198631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2198632.500000 Penalty: 4846.040039
	Iteration 28Q: 3 clusters Score -2198632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2198631.000000 Penalty: 4846.040039
	Iteration 29Q: 3 clusters Score -2198631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2198634.750000 Penalty: 4846.040039
	Iteration 30Q: 3 clusters Score -2198635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2198633.500000 Penalty: 4846.040039
	Iteration 31Q: 3 clusters Score -2198634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2198634.250000 Penalty: 4846.040039
	Iteration 32Q: 3 clusters Score -2198634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2198634.250000 Penalty: 4846.040039
	Iteration 33F: 3 clusters Score -2198634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 63139 members 
Mstep: Class 6 contains 101698 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Entering Unmasked Estep 
Score: -111146664.000000 Penalty: 78090.960938
Splitting cluster 1 changes total score from -111146232.000000 to -111146664.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (152086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152086 members 
Entering Unmasked Estep 
Score: -19932144.000000 Penalty: 2959.186035
	Iteration 0F: 2 clusters Score -1.993214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -19830088.000000 Penalty: 5918.372070
	Iteration 0F: 3 clusters Score -1.983009e+07 nChanged 73124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -19873278.000000 Penalty: 5918.372070
	Iteration 1F: 3 clusters Score -1.987328e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -19875036.000000 Penalty: 5918.372070
	Iteration 2Q: 3 clusters Score -1.987504e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -19877388.000000 Penalty: 5918.372070
	Iteration 3Q: 3 clusters Score -1.987739e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -19880524.000000 Penalty: 5918.372070
	Iteration 4Q: 3 clusters Score -1.988052e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -19885222.000000 Penalty: 5918.372070
	Iteration 5F: 3 clusters Score -1.988522e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -19891094.000000 Penalty: 5918.372070
	Iteration 6F: 3 clusters Score -1.989109e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -19898260.000000 Penalty: 5918.372070
	Iteration 7F: 3 clusters Score -1.989826e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -19905240.000000 Penalty: 5918.372070
	Iteration 8F: 3 clusters Score -1.990524e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -19910794.000000 Penalty: 5918.372070
	Iteration 9Q: 3 clusters Score -1.991079e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 128378 members 
Entering Unmasked Estep 
Score: -19914876.000000 Penalty: 5918.372070
	Iteration 10Q: 3 clusters Score -1.991488e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 132696 members 
Entering Unmasked Estep 
Score: -19918008.000000 Penalty: 5918.372070
	Iteration 11Q: 3 clusters Score -1.991801e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 136465 members 
Entering Unmasked Estep 
Score: -19920774.000000 Penalty: 5918.372070
	Iteration 12Q: 3 clusters Score -1.992077e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 139627 members 
Entering Unmasked Estep 
Score: -19923072.000000 Penalty: 5918.372070
	Iteration 13Q: 3 clusters Score -1.992307e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -19924980.000000 Penalty: 5918.372070
	Iteration 14Q: 3 clusters Score -1.992498e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 144089 members 
Entering Unmasked Estep 
Score: -19926500.000000 Penalty: 5918.372070
	Iteration 15Q: 3 clusters Score -1.99265e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -19927702.000000 Penalty: 5918.372070
	Iteration 16Q: 3 clusters Score -1.99277e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -19928498.000000 Penalty: 5918.372070
	Iteration 17Q: 3 clusters Score -1.99285e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 147115 members 
Entering Unmasked Estep 
Score: -19928964.000000 Penalty: 5918.372070
	Iteration 18Q: 3 clusters Score -1.992896e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -19929324.000000 Penalty: 5918.372070
	Iteration 19Q: 3 clusters Score -1.992932e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 147929 members 
Entering Unmasked Estep 
Score: -19929566.000000 Penalty: 5918.372070
	Iteration 20F: 3 clusters Score -1.992957e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -19929736.000000 Penalty: 5918.372070
	Iteration 21Q: 3 clusters Score -1.992974e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -19929800.000000 Penalty: 5918.372070
	Iteration 22Q: 3 clusters Score -1.99298e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -19929888.000000 Penalty: 5918.372070
	Iteration 23Q: 3 clusters Score -1.992989e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 148765 members 
Entering Unmasked Estep 
Score: -19929966.000000 Penalty: 5918.372070
	Iteration 24Q: 3 clusters Score -1.992997e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -19930046.000000 Penalty: 5918.372070
	Iteration 25Q: 3 clusters Score -1.993005e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -19930020.000000 Penalty: 5918.372070
	Iteration 26Q: 3 clusters Score -1.993002e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 149073 members 
Entering Unmasked Estep 
Score: -19930030.000000 Penalty: 5918.372070
	Iteration 27Q: 3 clusters Score -1.993003e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -19930054.000000 Penalty: 5918.372070
	Iteration 28Q: 3 clusters Score -1.993005e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -19930060.000000 Penalty: 5918.372070
	Iteration 29Q: 3 clusters Score -1.993006e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 149259 members 
Entering Unmasked Estep 
Score: -19930092.000000 Penalty: 5918.372070
	Iteration 30Q: 3 clusters Score -1.993009e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 149304 members 
Entering Unmasked Estep 
Score: -19930120.000000 Penalty: 5918.372070
	Iteration 31Q: 3 clusters Score -1.993012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -19930106.000000 Penalty: 5918.372070
	Iteration 32Q: 3 clusters Score -1.993011e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 149371 members 
Entering Unmasked Estep 
Score: -19930148.000000 Penalty: 5918.372070
	Iteration 33Q: 3 clusters Score -1.993015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 149408 members 
Entering Unmasked Estep 
Score: -19930146.000000 Penalty: 5918.372070
	Iteration 34Q: 3 clusters Score -1.993015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 149439 members 
Entering Unmasked Estep 
Score: -19930160.000000 Penalty: 5918.372070
	Iteration 35Q: 3 clusters Score -1.993016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 149459 members 
Entering Unmasked Estep 
Score: -19930172.000000 Penalty: 5918.372070
	Iteration 36Q: 3 clusters Score -1.993017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 149471 members 
Entering Unmasked Estep 
Score: -19930162.000000 Penalty: 5918.372070
	Iteration 37Q: 3 clusters Score -1.993016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 149483 members 
Entering Unmasked Estep 
Score: -19930184.000000 Penalty: 5918.372070
	Iteration 38Q: 3 clusters Score -1.993018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -19930182.000000 Penalty: 5918.372070
	Iteration 39Q: 3 clusters Score -1.993018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 149507 members 
Entering Unmasked Estep 
Score: -19930156.000000 Penalty: 5918.372070
	Iteration 40F: 3 clusters Score -1.993016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 149513 members 
Entering Unmasked Estep 
Score: -19930174.000000 Penalty: 5918.372070
	Iteration 41Q: 3 clusters Score -1.993017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -19930176.000000 Penalty: 5918.372070
	Iteration 42Q: 3 clusters Score -1.993018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -19930176.000000 Penalty: 5918.372070
	Iteration 43Q: 3 clusters Score -1.993018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -19930180.000000 Penalty: 5918.372070
	Iteration 44Q: 3 clusters Score -1.993018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -19930178.000000 Penalty: 5918.372070
	Iteration 45Q: 3 clusters Score -1.993018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 149524 members 
Entering Unmasked Estep 
Score: -19930190.000000 Penalty: 5918.372070
	Iteration 46Q: 3 clusters Score -1.993019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 149526 members 
Entering Unmasked Estep 
Score: -19930176.000000 Penalty: 5918.372070
	Iteration 47Q: 3 clusters Score -1.993018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -19930196.000000 Penalty: 5918.372070
	Iteration 48Q: 3 clusters Score -1.99302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -19930186.000000 Penalty: 5918.372070
	Iteration 49Q: 3 clusters Score -1.993019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 149534 members 
Entering Unmasked Estep 
Score: -19930186.000000 Penalty: 5918.372070
	Iteration 50Q: 3 clusters Score -1.993019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -19930188.000000 Penalty: 5918.372070
	Iteration 51Q: 3 clusters Score -1.993019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -19930210.000000 Penalty: 5918.372070
	Iteration 52Q: 3 clusters Score -1.993021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -19930208.000000 Penalty: 5918.372070
	Iteration 53Q: 3 clusters Score -1.993021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -19930202.000000 Penalty: 5918.372070
	Iteration 54Q: 3 clusters Score -1.99302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -19930188.000000 Penalty: 5918.372070
	Iteration 55Q: 3 clusters Score -1.993019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 149562 members 
Entering Unmasked Estep 
Score: -19930198.000000 Penalty: 5918.372070
	Iteration 56Q: 3 clusters Score -1.99302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -19930212.000000 Penalty: 5918.372070
	Iteration 57Q: 3 clusters Score -1.993021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -19930220.000000 Penalty: 5918.372070
	Iteration 58Q: 3 clusters Score -1.993022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -19930216.000000 Penalty: 5918.372070
	Iteration 59Q: 3 clusters Score -1.993022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -19930210.000000 Penalty: 5918.372070
	Iteration 60F: 3 clusters Score -1.993021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -19930224.000000 Penalty: 5918.372070
	Iteration 61Q: 3 clusters Score -1.993022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 149593 members 
Entering Unmasked Estep 
Score: -19930208.000000 Penalty: 5918.372070
	Iteration 62Q: 3 clusters Score -1.993021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 149594 members 
Entering Unmasked Estep 
Score: -19930204.000000 Penalty: 5918.372070
	Iteration 63Q: 3 clusters Score -1.99302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 149595 members 
Entering Unmasked Estep 
Score: -19930196.000000 Penalty: 5918.372070
	Iteration 64Q: 3 clusters Score -1.99302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 149595 members 
Entering Unmasked Estep 
Score: -19930196.000000 Penalty: 5918.372070
	Iteration 65F: 3 clusters Score -1.99302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1392470.250000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1392470 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 5507 members 
Entering Unmasked Estep 
Score: -1384020.000000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1384020 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1386700.625000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1386701 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1387355.875000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1387356 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1388292.125000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1388292 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1389456.250000 Penalty: 4619.957520
	Iteration 4F: 3 clusters Score -1389456 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1390426.125000 Penalty: 4619.957520
	Iteration 5F: 3 clusters Score -1390426 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1391005.500000 Penalty: 4619.957520
	Iteration 6F: 3 clusters Score -1391006 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1391340.750000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1391341 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1391544.000000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1391544 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1391689.625000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1391690 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1391811.875000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1391812 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1391943.500000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1391944 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1392116.875000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1392117 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1392352.750000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1392353 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1392741.000000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1392741 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1393413.625000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1393414 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1394612.500000 Penalty: 4619.957520
	Iteration 16F: 3 clusters Score -1394612 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1395607.250000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1395607 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1395863.500000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1395864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1395922.625000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1395923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1395944.750000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1395945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1395964.500000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1395964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1395983.500000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1395984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1395991.875000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1395992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1396000.000000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1396000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1396007.000000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1396007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1396011.250000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1396011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1396012.125000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1396012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1396012.750000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1396013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1396016.375000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1396016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1396017.375000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1396017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1396018.875000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1396019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1396018.875000 Penalty: 4619.957520
	Iteration 32F: 3 clusters Score -1396019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 63139 members 
Mstep: Class 6 contains 101698 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Entering Unmasked Estep 
Score: -111149456.000000 Penalty: 81486.218750
Splitting cluster 3 changes total score from -111146232.000000 to -111149456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (76160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Entering Unmasked Estep 
Score: -9757128.000000 Penalty: 2787.666748
	Iteration 0F: 2 clusters Score -9757128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -9706504.000000 Penalty: 5575.333496
	Iteration 0F: 3 clusters Score -9706504 nChanged 35581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -9727559.000000 Penalty: 5575.333496
	Iteration 1F: 3 clusters Score -9727559 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -9729008.000000 Penalty: 5575.333496
	Iteration 2Q: 3 clusters Score -9729008 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -9730709.000000 Penalty: 5575.333496
	Iteration 3F: 3 clusters Score -9730709 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -9732875.000000 Penalty: 5575.333496
	Iteration 4F: 3 clusters Score -9732875 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9735226.000000 Penalty: 5575.333496
	Iteration 5F: 3 clusters Score -9735226 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -9737968.000000 Penalty: 5575.333496
	Iteration 6F: 3 clusters Score -9737968 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -9741007.000000 Penalty: 5575.333496
	Iteration 7F: 3 clusters Score -9741007 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -9744050.000000 Penalty: 5575.333496
	Iteration 8F: 3 clusters Score -9744050 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -9747046.000000 Penalty: 5575.333496
	Iteration 9F: 3 clusters Score -9747046 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -9749406.000000 Penalty: 5575.333496
	Iteration 10Q: 3 clusters Score -9749406 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -9751153.000000 Penalty: 5575.333496
	Iteration 11Q: 3 clusters Score -9751153 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -9752340.000000 Penalty: 5575.333496
	Iteration 12Q: 3 clusters Score -9752340 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -9753195.000000 Penalty: 5575.333496
	Iteration 13Q: 3 clusters Score -9753195 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -9753825.000000 Penalty: 5575.333496
	Iteration 14Q: 3 clusters Score -9753825 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -9754220.000000 Penalty: 5575.333496
	Iteration 15Q: 3 clusters Score -9754220 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -9754498.000000 Penalty: 5575.333496
	Iteration 16Q: 3 clusters Score -9754498 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -9754694.000000 Penalty: 5575.333496
	Iteration 17Q: 3 clusters Score -9754694 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -9754843.000000 Penalty: 5575.333496
	Iteration 18Q: 3 clusters Score -9754843 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -9754978.000000 Penalty: 5575.333496
	Iteration 19Q: 3 clusters Score -9754978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -9755040.000000 Penalty: 5575.333496
	Iteration 20F: 3 clusters Score -9755040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -9755101.000000 Penalty: 5575.333496
	Iteration 21Q: 3 clusters Score -9755101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -9755138.000000 Penalty: 5575.333496
	Iteration 22Q: 3 clusters Score -9755138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -9755179.000000 Penalty: 5575.333496
	Iteration 23Q: 3 clusters Score -9755179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -9755210.000000 Penalty: 5575.333496
	Iteration 24Q: 3 clusters Score -9755210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -9755227.000000 Penalty: 5575.333496
	Iteration 25Q: 3 clusters Score -9755227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -9755241.000000 Penalty: 5575.333496
	Iteration 26Q: 3 clusters Score -9755241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -9755255.000000 Penalty: 5575.333496
	Iteration 27Q: 3 clusters Score -9755255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -9755264.000000 Penalty: 5575.333496
	Iteration 28Q: 3 clusters Score -9755264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -9755262.000000 Penalty: 5575.333496
	Iteration 29Q: 3 clusters Score -9755262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -9755267.000000 Penalty: 5575.333496
	Iteration 30Q: 3 clusters Score -9755267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -9755297.000000 Penalty: 5575.333496
	Iteration 31Q: 3 clusters Score -9755297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -9755302.000000 Penalty: 5575.333496
	Iteration 32Q: 3 clusters Score -9755302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -9755300.000000 Penalty: 5575.333496
	Iteration 33Q: 3 clusters Score -9755300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -9755312.000000 Penalty: 5575.333496
	Iteration 34Q: 3 clusters Score -9755312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -9755324.000000 Penalty: 5575.333496
	Iteration 35Q: 3 clusters Score -9755324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -9755322.000000 Penalty: 5575.333496
	Iteration 36Q: 3 clusters Score -9755322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -9755337.000000 Penalty: 5575.333496
	Iteration 37Q: 3 clusters Score -9755337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -9755335.000000 Penalty: 5575.333496
	Iteration 38Q: 3 clusters Score -9755335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -9755337.000000 Penalty: 5575.333496
	Iteration 39Q: 3 clusters Score -9755337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -9755344.000000 Penalty: 5575.333496
	Iteration 40F: 3 clusters Score -9755344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -9755337.000000 Penalty: 5575.333496
	Iteration 41Q: 3 clusters Score -9755337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -9755337.000000 Penalty: 5575.333496
	Iteration 42F: 3 clusters Score -9755337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Entering Unmasked Estep 
Score: -8105035.500000 Penalty: 2741.167236
	Iteration 0F: 2 clusters Score -8105036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -8062927.000000 Penalty: 5482.334473
	Iteration 0F: 3 clusters Score -8062927 nChanged 29399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -8080032.000000 Penalty: 5482.334473
	Iteration 1F: 3 clusters Score -8080032 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -8081588.000000 Penalty: 5482.334473
	Iteration 2F: 3 clusters Score -8081588 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -8083899.000000 Penalty: 5482.334473
	Iteration 3F: 3 clusters Score -8083899 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8086798.500000 Penalty: 5482.334473
	Iteration 4F: 3 clusters Score -8086798 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -8090448.500000 Penalty: 5482.334473
	Iteration 5F: 3 clusters Score -8090448 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8093998.500000 Penalty: 5482.334473
	Iteration 6F: 3 clusters Score -8093998 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -8096919.000000 Penalty: 5482.334473
	Iteration 7F: 3 clusters Score -8096919 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -8099060.500000 Penalty: 5482.334473
	Iteration 8F: 3 clusters Score -8099060 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -8100347.000000 Penalty: 5482.334473
	Iteration 9Q: 3 clusters Score -8100347 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -8101270.500000 Penalty: 5482.334473
	Iteration 10Q: 3 clusters Score -8101270 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -8102009.000000 Penalty: 5482.334473
	Iteration 11Q: 3 clusters Score -8102009 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -8102692.500000 Penalty: 5482.334473
	Iteration 12Q: 3 clusters Score -8102692 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -8103306.500000 Penalty: 5482.334473
	Iteration 13Q: 3 clusters Score -8103306 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -8103900.500000 Penalty: 5482.334473
	Iteration 14Q: 3 clusters Score -8103900 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -8104514.000000 Penalty: 5482.334473
	Iteration 15Q: 3 clusters Score -8104514 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -8105081.500000 Penalty: 5482.334473
	Iteration 16Q: 3 clusters Score -8105082 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -8105480.000000 Penalty: 5482.334473
	Iteration 17Q: 3 clusters Score -8105480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -8105840.000000 Penalty: 5482.334473
	Iteration 18Q: 3 clusters Score -8105840 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -8106194.500000 Penalty: 5482.334473
	Iteration 19Q: 3 clusters Score -8106194 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -8106530.500000 Penalty: 5482.334473
	Iteration 20F: 3 clusters Score -8106530 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -8106822.000000 Penalty: 5482.334473
	Iteration 21Q: 3 clusters Score -8106822 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -8106991.500000 Penalty: 5482.334473
	Iteration 22Q: 3 clusters Score -8106992 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -8107108.500000 Penalty: 5482.334473
	Iteration 23Q: 3 clusters Score -8107108 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -8107178.500000 Penalty: 5482.334473
	Iteration 24Q: 3 clusters Score -8107178 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -8107233.000000 Penalty: 5482.334473
	Iteration 25Q: 3 clusters Score -8107233 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -8107262.000000 Penalty: 5482.334473
	Iteration 26Q: 3 clusters Score -8107262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -8107285.000000 Penalty: 5482.334473
	Iteration 27Q: 3 clusters Score -8107285 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -8107294.500000 Penalty: 5482.334473
	Iteration 28Q: 3 clusters Score -8107294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -8107320.500000 Penalty: 5482.334473
	Iteration 29Q: 3 clusters Score -8107320 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -8107313.500000 Penalty: 5482.334473
	Iteration 30Q: 3 clusters Score -8107314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -8107322.500000 Penalty: 5482.334473
	Iteration 31Q: 3 clusters Score -8107322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -8107335.000000 Penalty: 5482.334473
	Iteration 32Q: 3 clusters Score -8107335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -8107353.500000 Penalty: 5482.334473
	Iteration 33Q: 3 clusters Score -8107354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -8107357.000000 Penalty: 5482.334473
	Iteration 34Q: 3 clusters Score -8107357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -8107351.500000 Penalty: 5482.334473
	Iteration 35Q: 3 clusters Score -8107352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8107353.000000 Penalty: 5482.334473
	Iteration 36Q: 3 clusters Score -8107353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8107341.500000 Penalty: 5482.334473
	Iteration 37Q: 3 clusters Score -8107342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -8107346.000000 Penalty: 5482.334473
	Iteration 38Q: 3 clusters Score -8107346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8107358.500000 Penalty: 5482.334473
	Iteration 39Q: 3 clusters Score -8107358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8107366.500000 Penalty: 5482.334473
	Iteration 40F: 3 clusters Score -8107366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -8107370.000000 Penalty: 5482.334473
	Iteration 41Q: 3 clusters Score -8107370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -8107370.500000 Penalty: 5482.334473
	Iteration 42Q: 3 clusters Score -8107370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -8107366.000000 Penalty: 5482.334473
	Iteration 43Q: 3 clusters Score -8107366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -8107357.500000 Penalty: 5482.334473
	Iteration 44Q: 3 clusters Score -8107358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -8107369.000000 Penalty: 5482.334473
	Iteration 45Q: 3 clusters Score -8107369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8107378.000000 Penalty: 5482.334473
	Iteration 46Q: 3 clusters Score -8107378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -8107373.500000 Penalty: 5482.334473
	Iteration 47Q: 3 clusters Score -8107374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -8107371.000000 Penalty: 5482.334473
	Iteration 48Q: 3 clusters Score -8107371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -8107380.000000 Penalty: 5482.334473
	Iteration 49Q: 3 clusters Score -8107380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -8107384.000000 Penalty: 5482.334473
	Iteration 50Q: 3 clusters Score -8107384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -8107396.000000 Penalty: 5482.334473
	Iteration 51Q: 3 clusters Score -8107396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -8107396.000000 Penalty: 5482.334473
	Iteration 52Q: 3 clusters Score -8107396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -8107402.500000 Penalty: 5482.334473
	Iteration 53Q: 3 clusters Score -8107402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -8107396.500000 Penalty: 5482.334473
	Iteration 54Q: 3 clusters Score -8107396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -8107396.500000 Penalty: 5482.334473
	Iteration 55Q: 3 clusters Score -8107396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -8107395.000000 Penalty: 5482.334473
	Iteration 56Q: 3 clusters Score -8107395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8107393.500000 Penalty: 5482.334473
	Iteration 57Q: 3 clusters Score -8107394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -8107393.500000 Penalty: 5482.334473
	Iteration 58Q: 3 clusters Score -8107394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -8107393.000000 Penalty: 5482.334473
	Iteration 59Q: 3 clusters Score -8107393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -8107408.500000 Penalty: 5482.334473
	Iteration 60F: 3 clusters Score -8107408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8107400.500000 Penalty: 5482.334473
	Iteration 61Q: 3 clusters Score -8107400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -8107409.000000 Penalty: 5482.334473
	Iteration 62Q: 3 clusters Score -8107409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8107408.000000 Penalty: 5482.334473
	Iteration 63Q: 3 clusters Score -8107408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -8107411.000000 Penalty: 5482.334473
	Iteration 64Q: 3 clusters Score -8107411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -8107413.000000 Penalty: 5482.334473
	Iteration 65Q: 3 clusters Score -8107413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -8107414.500000 Penalty: 5482.334473
	Iteration 66Q: 3 clusters Score -8107414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -8107416.000000 Penalty: 5482.334473
	Iteration 67Q: 3 clusters Score -8107416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -8107422.000000 Penalty: 5482.334473
	Iteration 68Q: 3 clusters Score -8107422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -8107420.000000 Penalty: 5482.334473
	Iteration 69Q: 3 clusters Score -8107420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -8107419.500000 Penalty: 5482.334473
	Iteration 70Q: 3 clusters Score -8107420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -8107414.500000 Penalty: 5482.334473
	Iteration 71Q: 3 clusters Score -8107414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -8107416.000000 Penalty: 5482.334473
	Iteration 72Q: 3 clusters Score -8107416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -8107416.000000 Penalty: 5482.334473
	Iteration 73F: 3 clusters Score -8107416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 101698 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Entering Unmasked Estep 
Score: -111150912.000000 Penalty: 84881.476562
Splitting cluster 5 changes total score from -111146232.000000 to -111150912.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (101698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Entering Unmasked Estep 
Score: -13242203.000000 Penalty: 2859.381348
	Iteration 0F: 2 clusters Score -1.32422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -13174165.000000 Penalty: 5718.762695
	Iteration 0F: 3 clusters Score -1.317416e+07 nChanged 47946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -13202023.000000 Penalty: 5718.762695
	Iteration 1F: 3 clusters Score -1.320202e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -13204233.000000 Penalty: 5718.762695
	Iteration 2Q: 3 clusters Score -1.320423e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -13208695.000000 Penalty: 5718.762695
	Iteration 3F: 3 clusters Score -1.32087e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -13215260.000000 Penalty: 5718.762695
	Iteration 4F: 3 clusters Score -1.321526e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -13221923.000000 Penalty: 5718.762695
	Iteration 5F: 3 clusters Score -1.322192e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -13227099.000000 Penalty: 5718.762695
	Iteration 6F: 3 clusters Score -1.32271e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -13230116.000000 Penalty: 5718.762695
	Iteration 7F: 3 clusters Score -1.323012e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -13231875.000000 Penalty: 5718.762695
	Iteration 8Q: 3 clusters Score -1.323188e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -13232873.000000 Penalty: 5718.762695
	Iteration 9Q: 3 clusters Score -1.323287e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -13233393.000000 Penalty: 5718.762695
	Iteration 10Q: 3 clusters Score -1.323339e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -13233925.000000 Penalty: 5718.762695
	Iteration 11Q: 3 clusters Score -1.323392e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -13234507.000000 Penalty: 5718.762695
	Iteration 12Q: 3 clusters Score -1.323451e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -13235062.000000 Penalty: 5718.762695
	Iteration 13Q: 3 clusters Score -1.323506e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -13235738.000000 Penalty: 5718.762695
	Iteration 14Q: 3 clusters Score -1.323574e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -13236532.000000 Penalty: 5718.762695
	Iteration 15Q: 3 clusters Score -1.323653e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -13237662.000000 Penalty: 5718.762695
	Iteration 16Q: 3 clusters Score -1.323766e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -13239123.000000 Penalty: 5718.762695
	Iteration 17Q: 3 clusters Score -1.323912e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -13240515.000000 Penalty: 5718.762695
	Iteration 18Q: 3 clusters Score -1.324052e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -13241948.000000 Penalty: 5718.762695
	Iteration 19Q: 3 clusters Score -1.324195e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -13243009.000000 Penalty: 5718.762695
	Iteration 20F: 3 clusters Score -1.324301e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -13243708.000000 Penalty: 5718.762695
	Iteration 21Q: 3 clusters Score -1.324371e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -13244007.000000 Penalty: 5718.762695
	Iteration 22Q: 3 clusters Score -1.324401e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -13244197.000000 Penalty: 5718.762695
	Iteration 23Q: 3 clusters Score -1.32442e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -13244253.000000 Penalty: 5718.762695
	Iteration 24Q: 3 clusters Score -1.324425e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -13244347.000000 Penalty: 5718.762695
	Iteration 25Q: 3 clusters Score -1.324435e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -13244467.000000 Penalty: 5718.762695
	Iteration 26Q: 3 clusters Score -1.324447e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -13244497.000000 Penalty: 5718.762695
	Iteration 27Q: 3 clusters Score -1.32445e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -13244555.000000 Penalty: 5718.762695
	Iteration 28Q: 3 clusters Score -1.324456e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -13244600.000000 Penalty: 5718.762695
	Iteration 29Q: 3 clusters Score -1.32446e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -13244637.000000 Penalty: 5718.762695
	Iteration 30Q: 3 clusters Score -1.324464e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 97035 members 
Entering Unmasked Estep 
Score: -13244675.000000 Penalty: 5718.762695
	Iteration 31Q: 3 clusters Score -1.324468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -13244640.000000 Penalty: 5718.762695
	Iteration 32Q: 3 clusters Score -1.324464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -13244668.000000 Penalty: 5718.762695
	Iteration 33Q: 3 clusters Score -1.324467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -13244670.000000 Penalty: 5718.762695
	Iteration 34Q: 3 clusters Score -1.324467e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -13244717.000000 Penalty: 5718.762695
	Iteration 35Q: 3 clusters Score -1.324472e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -13244737.000000 Penalty: 5718.762695
	Iteration 36Q: 3 clusters Score -1.324474e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -13244788.000000 Penalty: 5718.762695
	Iteration 37Q: 3 clusters Score -1.324479e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 97467 members 
Entering Unmasked Estep 
Score: -13244778.000000 Penalty: 5718.762695
	Iteration 38Q: 3 clusters Score -1.324478e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -13244786.000000 Penalty: 5718.762695
	Iteration 39Q: 3 clusters Score -1.324479e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -13244811.000000 Penalty: 5718.762695
	Iteration 40F: 3 clusters Score -1.324481e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -13244812.000000 Penalty: 5718.762695
	Iteration 41Q: 3 clusters Score -1.324481e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -13244853.000000 Penalty: 5718.762695
	Iteration 42Q: 3 clusters Score -1.324485e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -13244872.000000 Penalty: 5718.762695
	Iteration 43Q: 3 clusters Score -1.324487e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -13244892.000000 Penalty: 5718.762695
	Iteration 44Q: 3 clusters Score -1.324489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -13244903.000000 Penalty: 5718.762695
	Iteration 45Q: 3 clusters Score -1.32449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -13244913.000000 Penalty: 5718.762695
	Iteration 46Q: 3 clusters Score -1.324491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -13244943.000000 Penalty: 5718.762695
	Iteration 47Q: 3 clusters Score -1.324494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -13244940.000000 Penalty: 5718.762695
	Iteration 48Q: 3 clusters Score -1.324494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -13244949.000000 Penalty: 5718.762695
	Iteration 49Q: 3 clusters Score -1.324495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -13244960.000000 Penalty: 5718.762695
	Iteration 50Q: 3 clusters Score -1.324496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -13244962.000000 Penalty: 5718.762695
	Iteration 51Q: 3 clusters Score -1.324496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -13244969.000000 Penalty: 5718.762695
	Iteration 52Q: 3 clusters Score -1.324497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -13244979.000000 Penalty: 5718.762695
	Iteration 53Q: 3 clusters Score -1.324498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -13244981.000000 Penalty: 5718.762695
	Iteration 54Q: 3 clusters Score -1.324498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -13245005.000000 Penalty: 5718.762695
	Iteration 55Q: 3 clusters Score -1.3245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -13245037.000000 Penalty: 5718.762695
	Iteration 56Q: 3 clusters Score -1.324504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -13245046.000000 Penalty: 5718.762695
	Iteration 57Q: 3 clusters Score -1.324505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -13245052.000000 Penalty: 5718.762695
	Iteration 58Q: 3 clusters Score -1.324505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -13245066.000000 Penalty: 5718.762695
	Iteration 59Q: 3 clusters Score -1.324507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -13245085.000000 Penalty: 5718.762695
	Iteration 60F: 3 clusters Score -1.324508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -13245087.000000 Penalty: 5718.762695
	Iteration 61Q: 3 clusters Score -1.324509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -13245084.000000 Penalty: 5718.762695
	Iteration 62Q: 3 clusters Score -1.324508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -13245095.000000 Penalty: 5718.762695
	Iteration 63Q: 3 clusters Score -1.32451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 98209 members 
Entering Unmasked Estep 
Score: -13245079.000000 Penalty: 5718.762695
	Iteration 64Q: 3 clusters Score -1.324508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -13245091.000000 Penalty: 5718.762695
	Iteration 65Q: 3 clusters Score -1.324509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -13245075.000000 Penalty: 5718.762695
	Iteration 66Q: 3 clusters Score -1.324508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -13245091.000000 Penalty: 5718.762695
	Iteration 67Q: 3 clusters Score -1.324509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -13245095.000000 Penalty: 5718.762695
	Iteration 68Q: 3 clusters Score -1.32451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -13245082.000000 Penalty: 5718.762695
	Iteration 69Q: 3 clusters Score -1.324508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -13245086.000000 Penalty: 5718.762695
	Iteration 70Q: 3 clusters Score -1.324509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -13245086.000000 Penalty: 5718.762695
	Iteration 71F: 3 clusters Score -1.324509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Entering Unmasked Estep 
Score: -111153352.000000 Penalty: 88276.742188
Splitting cluster 6 changes total score from -111146232.000000 to -111153352.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (44295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Entering Unmasked Estep 
Score: -5216299.000000 Penalty: 2653.259521
	Iteration 0F: 2 clusters Score -5216299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5186502.000000 Penalty: 5306.519043
	Iteration 0F: 3 clusters Score -5186502 nChanged 20492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5200959.000000 Penalty: 5306.519043
	Iteration 1F: 3 clusters Score -5200959 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5203887.000000 Penalty: 5306.519043
	Iteration 2F: 3 clusters Score -5203887 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5206874.500000 Penalty: 5306.519043
	Iteration 3F: 3 clusters Score -5206874 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5209482.000000 Penalty: 5306.519043
	Iteration 4F: 3 clusters Score -5209482 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5211419.500000 Penalty: 5306.519043
	Iteration 5F: 3 clusters Score -5211420 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5212684.500000 Penalty: 5306.519043
	Iteration 6F: 3 clusters Score -5212684 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -5213465.500000 Penalty: 5306.519043
	Iteration 7Q: 3 clusters Score -5213466 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5214005.000000 Penalty: 5306.519043
	Iteration 8Q: 3 clusters Score -5214005 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5214370.500000 Penalty: 5306.519043
	Iteration 9Q: 3 clusters Score -5214370 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5214716.000000 Penalty: 5306.519043
	Iteration 10Q: 3 clusters Score -5214716 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5215015.500000 Penalty: 5306.519043
	Iteration 11Q: 3 clusters Score -5215016 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5215364.000000 Penalty: 5306.519043
	Iteration 12Q: 3 clusters Score -5215364 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5215726.500000 Penalty: 5306.519043
	Iteration 13Q: 3 clusters Score -5215726 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -5216176.500000 Penalty: 5306.519043
	Iteration 14Q: 3 clusters Score -5216176 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -5216596.500000 Penalty: 5306.519043
	Iteration 15Q: 3 clusters Score -5216596 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5217109.000000 Penalty: 5306.519043
	Iteration 16Q: 3 clusters Score -5217109 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5217752.500000 Penalty: 5306.519043
	Iteration 17Q: 3 clusters Score -5217752 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -5218429.000000 Penalty: 5306.519043
	Iteration 18Q: 3 clusters Score -5218429 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -5219148.000000 Penalty: 5306.519043
	Iteration 19Q: 3 clusters Score -5219148 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -5219813.500000 Penalty: 5306.519043
	Iteration 20F: 3 clusters Score -5219814 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5220344.500000 Penalty: 5306.519043
	Iteration 21Q: 3 clusters Score -5220344 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5220763.000000 Penalty: 5306.519043
	Iteration 22Q: 3 clusters Score -5220763 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5221066.500000 Penalty: 5306.519043
	Iteration 23Q: 3 clusters Score -5221066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5221277.000000 Penalty: 5306.519043
	Iteration 24Q: 3 clusters Score -5221277 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5221421.500000 Penalty: 5306.519043
	Iteration 25Q: 3 clusters Score -5221422 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5221533.500000 Penalty: 5306.519043
	Iteration 26Q: 3 clusters Score -5221534 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5221608.000000 Penalty: 5306.519043
	Iteration 27Q: 3 clusters Score -5221608 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5221660.000000 Penalty: 5306.519043
	Iteration 28Q: 3 clusters Score -5221660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5221716.000000 Penalty: 5306.519043
	Iteration 29Q: 3 clusters Score -5221716 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5221745.500000 Penalty: 5306.519043
	Iteration 30Q: 3 clusters Score -5221746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5221782.000000 Penalty: 5306.519043
	Iteration 31Q: 3 clusters Score -5221782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5221804.500000 Penalty: 5306.519043
	Iteration 32Q: 3 clusters Score -5221804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5221846.000000 Penalty: 5306.519043
	Iteration 33Q: 3 clusters Score -5221846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5221859.000000 Penalty: 5306.519043
	Iteration 34Q: 3 clusters Score -5221859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5221878.000000 Penalty: 5306.519043
	Iteration 35Q: 3 clusters Score -5221878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5221893.500000 Penalty: 5306.519043
	Iteration 36Q: 3 clusters Score -5221894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5221906.000000 Penalty: 5306.519043
	Iteration 37Q: 3 clusters Score -5221906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5221915.000000 Penalty: 5306.519043
	Iteration 38Q: 3 clusters Score -5221915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5221929.000000 Penalty: 5306.519043
	Iteration 39Q: 3 clusters Score -5221929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5221937.500000 Penalty: 5306.519043
	Iteration 40F: 3 clusters Score -5221938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5221944.000000 Penalty: 5306.519043
	Iteration 41Q: 3 clusters Score -5221944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5221951.500000 Penalty: 5306.519043
	Iteration 42Q: 3 clusters Score -5221952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5221952.000000 Penalty: 5306.519043
	Iteration 43Q: 3 clusters Score -5221952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5221959.500000 Penalty: 5306.519043
	Iteration 44Q: 3 clusters Score -5221960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5221956.500000 Penalty: 5306.519043
	Iteration 45Q: 3 clusters Score -5221956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5221957.500000 Penalty: 5306.519043
	Iteration 46Q: 3 clusters Score -5221958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5221958.500000 Penalty: 5306.519043
	Iteration 47Q: 3 clusters Score -5221958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5221967.500000 Penalty: 5306.519043
	Iteration 48Q: 3 clusters Score -5221968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5221976.500000 Penalty: 5306.519043
	Iteration 49Q: 3 clusters Score -5221976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5221969.000000 Penalty: 5306.519043
	Iteration 50Q: 3 clusters Score -5221969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5221971.500000 Penalty: 5306.519043
	Iteration 51Q: 3 clusters Score -5221972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5221972.000000 Penalty: 5306.519043
	Iteration 52Q: 3 clusters Score -5221972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5221977.500000 Penalty: 5306.519043
	Iteration 53Q: 3 clusters Score -5221978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5221979.000000 Penalty: 5306.519043
	Iteration 54Q: 3 clusters Score -5221979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5221978.000000 Penalty: 5306.519043
	Iteration 55Q: 3 clusters Score -5221978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5221975.000000 Penalty: 5306.519043
	Iteration 56Q: 3 clusters Score -5221975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5221975.000000 Penalty: 5306.519043
	Iteration 57F: 3 clusters Score -5221975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Entering Unmasked Estep 
Score: -111158088.000000 Penalty: 91672.000000
Splitting cluster 7 changes total score from -111146232.000000 to -111158088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -799326.062500 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -799326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -794017.312500 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -794017.3 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -795695.687500 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -795695.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -796418.625000 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -796418.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -797815.750000 Penalty: 4349.675781
	Iteration 3F: 3 clusters Score -797815.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -800734.250000 Penalty: 4349.675781
	Iteration 4F: 3 clusters Score -800734.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -805462.187500 Penalty: 4349.675781
	Iteration 5F: 3 clusters Score -805462.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -806822.687500 Penalty: 4349.675781
	Iteration 6F: 3 clusters Score -806822.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -807211.625000 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -807211.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -807367.375000 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -807367.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -807485.125000 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -807485.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -807603.250000 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -807603.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -807743.937500 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -807743.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -807899.875000 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -807899.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -808084.562500 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -808084.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -808377.625000 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -808377.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -808660.125000 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -808660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -808808.750000 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -808808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -808808.750000 Penalty: 4349.675781
	Iteration 17F: 3 clusters Score -808808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Entering Unmasked Estep 
Score: -111166424.000000 Penalty: 95067.257812
Splitting cluster 8 changes total score from -111146232.000000 to -111166424.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (13719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Entering Unmasked Estep 
Score: -1780532.625000 Penalty: 2362.581055
	Iteration 0F: 2 clusters Score -1780533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1770595.500000 Penalty: 4725.162109
	Iteration 0F: 3 clusters Score -1770596 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1773926.000000 Penalty: 4725.162109
	Iteration 1F: 3 clusters Score -1773926 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1774821.500000 Penalty: 4725.162109
	Iteration 2F: 3 clusters Score -1774822 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1776209.750000 Penalty: 4725.162109
	Iteration 3F: 3 clusters Score -1776210 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1777650.375000 Penalty: 4725.162109
	Iteration 4F: 3 clusters Score -1777650 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1778710.250000 Penalty: 4725.162109
	Iteration 5F: 3 clusters Score -1778710 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1779465.875000 Penalty: 4725.162109
	Iteration 6F: 3 clusters Score -1779466 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1779931.750000 Penalty: 4725.162109
	Iteration 7F: 3 clusters Score -1779932 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1780260.750000 Penalty: 4725.162109
	Iteration 8Q: 3 clusters Score -1780261 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1780507.750000 Penalty: 4725.162109
	Iteration 9Q: 3 clusters Score -1780508 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1780701.375000 Penalty: 4725.162109
	Iteration 10Q: 3 clusters Score -1780701 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1780882.250000 Penalty: 4725.162109
	Iteration 11Q: 3 clusters Score -1780882 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1781059.750000 Penalty: 4725.162109
	Iteration 12Q: 3 clusters Score -1781060 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1781220.750000 Penalty: 4725.162109
	Iteration 13Q: 3 clusters Score -1781221 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1781365.375000 Penalty: 4725.162109
	Iteration 14Q: 3 clusters Score -1781365 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1781495.625000 Penalty: 4725.162109
	Iteration 15Q: 3 clusters Score -1781496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1781611.125000 Penalty: 4725.162109
	Iteration 16Q: 3 clusters Score -1781611 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1781744.125000 Penalty: 4725.162109
	Iteration 17Q: 3 clusters Score -1781744 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1781861.125000 Penalty: 4725.162109
	Iteration 18Q: 3 clusters Score -1781861 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1781965.625000 Penalty: 4725.162109
	Iteration 19Q: 3 clusters Score -1781966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1782075.375000 Penalty: 4725.162109
	Iteration 20F: 3 clusters Score -1782075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1782201.000000 Penalty: 4725.162109
	Iteration 21Q: 3 clusters Score -1782201 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1782329.500000 Penalty: 4725.162109
	Iteration 22Q: 3 clusters Score -1782330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1782482.750000 Penalty: 4725.162109
	Iteration 23Q: 3 clusters Score -1782483 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1782608.250000 Penalty: 4725.162109
	Iteration 24Q: 3 clusters Score -1782608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1782696.500000 Penalty: 4725.162109
	Iteration 25Q: 3 clusters Score -1782696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1782762.625000 Penalty: 4725.162109
	Iteration 26Q: 3 clusters Score -1782763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1782807.250000 Penalty: 4725.162109
	Iteration 27Q: 3 clusters Score -1782807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1782847.000000 Penalty: 4725.162109
	Iteration 28Q: 3 clusters Score -1782847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1782875.375000 Penalty: 4725.162109
	Iteration 29Q: 3 clusters Score -1782875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1782892.125000 Penalty: 4725.162109
	Iteration 30Q: 3 clusters Score -1782892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1782906.875000 Penalty: 4725.162109
	Iteration 31Q: 3 clusters Score -1782907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1782922.875000 Penalty: 4725.162109
	Iteration 32Q: 3 clusters Score -1782923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1782933.750000 Penalty: 4725.162109
	Iteration 33Q: 3 clusters Score -1782934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1782934.625000 Penalty: 4725.162109
	Iteration 34Q: 3 clusters Score -1782935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1782937.500000 Penalty: 4725.162109
	Iteration 35Q: 3 clusters Score -1782938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1782935.250000 Penalty: 4725.162109
	Iteration 36Q: 3 clusters Score -1782935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1782938.625000 Penalty: 4725.162109
	Iteration 37Q: 3 clusters Score -1782939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1782938.625000 Penalty: 4725.162109
	Iteration 38F: 3 clusters Score -1782939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Entering Unmasked Estep 
Score: -111167832.000000 Penalty: 98462.515625
Splitting cluster 9 changes total score from -111146232.000000 to -111167832.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (24212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Entering Unmasked Estep 
Score: -3067021.500000 Penalty: 2503.461670
	Iteration 0F: 2 clusters Score -3067022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3050275.500000 Penalty: 5006.923340
	Iteration 0F: 3 clusters Score -3050276 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3056821.000000 Penalty: 5006.923340
	Iteration 1F: 3 clusters Score -3056821 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3057926.000000 Penalty: 5006.923340
	Iteration 2F: 3 clusters Score -3057926 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3059283.750000 Penalty: 5006.923340
	Iteration 3F: 3 clusters Score -3059284 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3061335.750000 Penalty: 5006.923340
	Iteration 4F: 3 clusters Score -3061336 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3063621.500000 Penalty: 5006.923340
	Iteration 5F: 3 clusters Score -3063622 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3065495.250000 Penalty: 5006.923340
	Iteration 6F: 3 clusters Score -3065495 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3066654.750000 Penalty: 5006.923340
	Iteration 7F: 3 clusters Score -3066655 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3067308.750000 Penalty: 5006.923340
	Iteration 8Q: 3 clusters Score -3067309 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3067743.000000 Penalty: 5006.923340
	Iteration 9Q: 3 clusters Score -3067743 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3067999.250000 Penalty: 5006.923340
	Iteration 10Q: 3 clusters Score -3067999 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3068171.500000 Penalty: 5006.923340
	Iteration 11Q: 3 clusters Score -3068172 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3068281.250000 Penalty: 5006.923340
	Iteration 12Q: 3 clusters Score -3068281 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3068338.500000 Penalty: 5006.923340
	Iteration 13Q: 3 clusters Score -3068338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3068380.250000 Penalty: 5006.923340
	Iteration 14Q: 3 clusters Score -3068380 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3068424.750000 Penalty: 5006.923340
	Iteration 15Q: 3 clusters Score -3068425 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3068440.500000 Penalty: 5006.923340
	Iteration 16Q: 3 clusters Score -3068440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3068453.250000 Penalty: 5006.923340
	Iteration 17Q: 3 clusters Score -3068453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3068469.250000 Penalty: 5006.923340
	Iteration 18Q: 3 clusters Score -3068469 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3068501.250000 Penalty: 5006.923340
	Iteration 19Q: 3 clusters Score -3068501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3068544.500000 Penalty: 5006.923340
	Iteration 20F: 3 clusters Score -3068544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3068558.000000 Penalty: 5006.923340
	Iteration 21Q: 3 clusters Score -3068558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3068575.750000 Penalty: 5006.923340
	Iteration 22Q: 3 clusters Score -3068576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3068599.750000 Penalty: 5006.923340
	Iteration 23Q: 3 clusters Score -3068600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3068608.500000 Penalty: 5006.923340
	Iteration 24Q: 3 clusters Score -3068608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3068641.250000 Penalty: 5006.923340
	Iteration 25Q: 3 clusters Score -3068641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3068651.500000 Penalty: 5006.923340
	Iteration 26Q: 3 clusters Score -3068652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3068670.250000 Penalty: 5006.923340
	Iteration 27Q: 3 clusters Score -3068670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3068685.500000 Penalty: 5006.923340
	Iteration 28Q: 3 clusters Score -3068686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3068707.250000 Penalty: 5006.923340
	Iteration 29Q: 3 clusters Score -3068707 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3068719.750000 Penalty: 5006.923340
	Iteration 30Q: 3 clusters Score -3068720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3068737.250000 Penalty: 5006.923340
	Iteration 31Q: 3 clusters Score -3068737 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3068754.500000 Penalty: 5006.923340
	Iteration 32Q: 3 clusters Score -3068754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3068775.250000 Penalty: 5006.923340
	Iteration 33Q: 3 clusters Score -3068775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3068783.500000 Penalty: 5006.923340
	Iteration 34Q: 3 clusters Score -3068784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3068787.500000 Penalty: 5006.923340
	Iteration 35Q: 3 clusters Score -3068788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3068785.750000 Penalty: 5006.923340
	Iteration 36Q: 3 clusters Score -3068786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3068792.000000 Penalty: 5006.923340
	Iteration 37Q: 3 clusters Score -3068792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3068793.750000 Penalty: 5006.923340
	Iteration 38Q: 3 clusters Score -3068794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3068803.000000 Penalty: 5006.923340
	Iteration 39Q: 3 clusters Score -3068803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3068802.250000 Penalty: 5006.923340
	Iteration 40F: 3 clusters Score -3068802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3068811.000000 Penalty: 5006.923340
	Iteration 41Q: 3 clusters Score -3068811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3068817.250000 Penalty: 5006.923340
	Iteration 42Q: 3 clusters Score -3068817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3068817.250000 Penalty: 5006.923340
	Iteration 43Q: 3 clusters Score -3068817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3068824.750000 Penalty: 5006.923340
	Iteration 44Q: 3 clusters Score -3068825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3068827.250000 Penalty: 5006.923340
	Iteration 45Q: 3 clusters Score -3068827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3068831.500000 Penalty: 5006.923340
	Iteration 46Q: 3 clusters Score -3068832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3068831.750000 Penalty: 5006.923340
	Iteration 47Q: 3 clusters Score -3068832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3068837.250000 Penalty: 5006.923340
	Iteration 48Q: 3 clusters Score -3068837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3068837.000000 Penalty: 5006.923340
	Iteration 49Q: 3 clusters Score -3068837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3068843.750000 Penalty: 5006.923340
	Iteration 50Q: 3 clusters Score -3068844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3068850.500000 Penalty: 5006.923340
	Iteration 51Q: 3 clusters Score -3068850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3068843.500000 Penalty: 5006.923340
	Iteration 52Q: 3 clusters Score -3068844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3068846.750000 Penalty: 5006.923340
	Iteration 53Q: 3 clusters Score -3068847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3068849.750000 Penalty: 5006.923340
	Iteration 54Q: 3 clusters Score -3068850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3068855.750000 Penalty: 5006.923340
	Iteration 55Q: 3 clusters Score -3068856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3068850.500000 Penalty: 5006.923340
	Iteration 56Q: 3 clusters Score -3068850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3068856.000000 Penalty: 5006.923340
	Iteration 57Q: 3 clusters Score -3068856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3068854.500000 Penalty: 5006.923340
	Iteration 58Q: 3 clusters Score -3068854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3068863.500000 Penalty: 5006.923340
	Iteration 59Q: 3 clusters Score -3068864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3068866.250000 Penalty: 5006.923340
	Iteration 60F: 3 clusters Score -3068866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3068870.500000 Penalty: 5006.923340
	Iteration 61Q: 3 clusters Score -3068870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3068880.250000 Penalty: 5006.923340
	Iteration 62Q: 3 clusters Score -3068880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3068883.500000 Penalty: 5006.923340
	Iteration 63Q: 3 clusters Score -3068884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3068882.250000 Penalty: 5006.923340
	Iteration 64Q: 3 clusters Score -3068882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3068890.750000 Penalty: 5006.923340
	Iteration 65Q: 3 clusters Score -3068891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3068889.500000 Penalty: 5006.923340
	Iteration 66Q: 3 clusters Score -3068890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3068892.250000 Penalty: 5006.923340
	Iteration 67Q: 3 clusters Score -3068892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3068888.750000 Penalty: 5006.923340
	Iteration 68Q: 3 clusters Score -3068889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3068884.750000 Penalty: 5006.923340
	Iteration 69Q: 3 clusters Score -3068885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3068891.250000 Penalty: 5006.923340
	Iteration 70Q: 3 clusters Score -3068891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3068895.250000 Penalty: 5006.923340
	Iteration 71Q: 3 clusters Score -3068895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3068896.500000 Penalty: 5006.923340
	Iteration 72Q: 3 clusters Score -3068896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3068899.000000 Penalty: 5006.923340
	Iteration 73Q: 3 clusters Score -3068899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3068906.250000 Penalty: 5006.923340
	Iteration 74Q: 3 clusters Score -3068906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3068908.500000 Penalty: 5006.923340
	Iteration 75Q: 3 clusters Score -3068908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3068907.500000 Penalty: 5006.923340
	Iteration 76Q: 3 clusters Score -3068908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3068908.250000 Penalty: 5006.923340
	Iteration 77Q: 3 clusters Score -3068908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3068916.250000 Penalty: 5006.923340
	Iteration 78Q: 3 clusters Score -3068916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3068922.000000 Penalty: 5006.923340
	Iteration 79Q: 3 clusters Score -3068922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3068924.250000 Penalty: 5006.923340
	Iteration 80F: 3 clusters Score -3068924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3068936.000000 Penalty: 5006.923340
	Iteration 81Q: 3 clusters Score -3068936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3068934.250000 Penalty: 5006.923340
	Iteration 82Q: 3 clusters Score -3068934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3068932.500000 Penalty: 5006.923340
	Iteration 83Q: 3 clusters Score -3068932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3068932.250000 Penalty: 5006.923340
	Iteration 84Q: 3 clusters Score -3068932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3068933.750000 Penalty: 5006.923340
	Iteration 85Q: 3 clusters Score -3068934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3068933.750000 Penalty: 5006.923340
	Iteration 86F: 3 clusters Score -3068934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Entering Unmasked Estep 
Score: -111169120.000000 Penalty: 101857.773438
Splitting cluster 10 changes total score from -111146232.000000 to -111169120.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -300558.406250 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -300558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -297852.937500 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -297852.9 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -300459.656250 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -300459.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -303175.968750 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -303176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -304851.968750 Penalty: 3918.715820
	Iteration 3F: 3 clusters Score -304852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -305374.437500 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -305374.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -305575.656250 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -305575.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -305682.687500 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -305682.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -305741.906250 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -305741.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -305778.343750 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -305778.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -305796.937500 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -305796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -305803.843750 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -305803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -305818.468750 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -305818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -305839.812500 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -305839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -305851.937500 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -305851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -305857.937500 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -305857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -305862.312500 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -305862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -305867.843750 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -305867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -305869.031250 Penalty: 3918.715820
	Iteration 17F: 3 clusters Score -305869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -305876.156250 Penalty: 3918.715820
	Iteration 18Q: 3 clusters Score -305876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -305894.593750 Penalty: 3918.715820
	Iteration 19Q: 3 clusters Score -305894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -305899.437500 Penalty: 3918.715820
	Iteration 20F: 3 clusters Score -305899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -305903.406250 Penalty: 3918.715820
	Iteration 21Q: 3 clusters Score -305903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -305907.281250 Penalty: 3918.715820
	Iteration 22Q: 3 clusters Score -305907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -305917.375000 Penalty: 3918.715820
	Iteration 23Q: 3 clusters Score -305917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -305918.625000 Penalty: 3918.715820
	Iteration 24Q: 3 clusters Score -305918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -305920.062500 Penalty: 3918.715820
	Iteration 25Q: 3 clusters Score -305920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -305920.687500 Penalty: 3918.715820
	Iteration 26Q: 3 clusters Score -305920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -305920.937500 Penalty: 3918.715820
	Iteration 27Q: 3 clusters Score -305920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -305921.156250 Penalty: 3918.715820
	Iteration 28Q: 3 clusters Score -305921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -305921.156250 Penalty: 3918.715820
	Iteration 29F: 3 clusters Score -305921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Entering Unmasked Estep 
Score: -111173200.000000 Penalty: 105253.039062
Splitting cluster 11 changes total score from -111146232.000000 to -111173200.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (6476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Entering Unmasked Estep 
Score: -813518.625000 Penalty: 2176.412842
	Iteration 0F: 2 clusters Score -813518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -808200.937500 Penalty: 4352.825684
	Iteration 0F: 3 clusters Score -808200.9 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -809964.375000 Penalty: 4352.825684
	Iteration 1F: 3 clusters Score -809964.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -810839.062500 Penalty: 4352.825684
	Iteration 2F: 3 clusters Score -810839.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -812059.875000 Penalty: 4352.825684
	Iteration 3F: 3 clusters Score -812059.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -813151.875000 Penalty: 4352.825684
	Iteration 4F: 3 clusters Score -813151.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -813718.062500 Penalty: 4352.825684
	Iteration 5F: 3 clusters Score -813718.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -813996.187500 Penalty: 4352.825684
	Iteration 6Q: 3 clusters Score -813996.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -814131.750000 Penalty: 4352.825684
	Iteration 7Q: 3 clusters Score -814131.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -814216.187500 Penalty: 4352.825684
	Iteration 8Q: 3 clusters Score -814216.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -814272.750000 Penalty: 4352.825684
	Iteration 9Q: 3 clusters Score -814272.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -814309.750000 Penalty: 4352.825684
	Iteration 10Q: 3 clusters Score -814309.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -814330.437500 Penalty: 4352.825684
	Iteration 11Q: 3 clusters Score -814330.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -814344.187500 Penalty: 4352.825684
	Iteration 12Q: 3 clusters Score -814344.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -814355.187500 Penalty: 4352.825684
	Iteration 13Q: 3 clusters Score -814355.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -814358.500000 Penalty: 4352.825684
	Iteration 14Q: 3 clusters Score -814358.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -814365.875000 Penalty: 4352.825684
	Iteration 15Q: 3 clusters Score -814365.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -814369.250000 Penalty: 4352.825684
	Iteration 16Q: 3 clusters Score -814369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -814371.687500 Penalty: 4352.825684
	Iteration 17Q: 3 clusters Score -814371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -814372.812500 Penalty: 4352.825684
	Iteration 18Q: 3 clusters Score -814372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -814373.062500 Penalty: 4352.825684
	Iteration 19Q: 3 clusters Score -814373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -814373.625000 Penalty: 4352.825684
	Iteration 20F: 3 clusters Score -814373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -814376.250000 Penalty: 4352.825684
	Iteration 21Q: 3 clusters Score -814376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -814377.500000 Penalty: 4352.825684
	Iteration 22Q: 3 clusters Score -814377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -814379.375000 Penalty: 4352.825684
	Iteration 23Q: 3 clusters Score -814379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -814386.000000 Penalty: 4352.825684
	Iteration 24Q: 3 clusters Score -814386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -814388.687500 Penalty: 4352.825684
	Iteration 25Q: 3 clusters Score -814388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -814386.562500 Penalty: 4352.825684
	Iteration 26Q: 3 clusters Score -814386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -814388.062500 Penalty: 4352.825684
	Iteration 27Q: 3 clusters Score -814388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -814388.062500 Penalty: 4352.825684
	Iteration 28Q: 3 clusters Score -814388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -814389.500000 Penalty: 4352.825684
	Iteration 29Q: 3 clusters Score -814389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -814391.500000 Penalty: 4352.825684
	Iteration 30Q: 3 clusters Score -814391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -814391.125000 Penalty: 4352.825684
	Iteration 31Q: 3 clusters Score -814391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -814391.125000 Penalty: 4352.825684
	Iteration 32F: 3 clusters Score -814391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Entering Unmasked Estep 
Score: -111172616.000000 Penalty: 108648.296875
Splitting cluster 12 changes total score from -111146232.000000 to -111172616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1488635.375000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -1488635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1479752.500000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -1479752 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1483606.625000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -1483607 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1485657.500000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -1485658 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1487626.750000 Penalty: 4668.014648
	Iteration 3F: 3 clusters Score -1487627 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1488974.750000 Penalty: 4668.014648
	Iteration 4F: 3 clusters Score -1488975 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1489895.875000 Penalty: 4668.014648
	Iteration 5F: 3 clusters Score -1489896 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1490556.750000 Penalty: 4668.014648
	Iteration 6F: 3 clusters Score -1490557 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1491037.125000 Penalty: 4668.014648
	Iteration 7Q: 3 clusters Score -1491037 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1491377.125000 Penalty: 4668.014648
	Iteration 8Q: 3 clusters Score -1491377 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1491681.625000 Penalty: 4668.014648
	Iteration 9Q: 3 clusters Score -1491682 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1491960.375000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -1491960 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1492161.375000 Penalty: 4668.014648
	Iteration 11Q: 3 clusters Score -1492161 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1492331.875000 Penalty: 4668.014648
	Iteration 12Q: 3 clusters Score -1492332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1492456.375000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -1492456 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1492620.125000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -1492620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1492781.625000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -1492782 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1493013.125000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -1493013 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1493243.000000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -1493243 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1493365.500000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -1493366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1493457.500000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -1493458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1494117.375000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -1494117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1494777.250000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -1494777 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1495003.500000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -1495004 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1495251.250000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -1495251 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1495564.625000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -1495565 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1495873.125000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -1495873 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1496052.000000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -1496052 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1496140.750000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -1496141 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1496187.875000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -1496188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1496207.375000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -1496207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1496221.625000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -1496222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1496222.250000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -1496222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1496224.125000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -1496224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1496227.000000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -1496227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1496228.125000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -1496228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1496227.500000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -1496228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1496228.625000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -1496229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1496229.125000 Penalty: 4668.014648
	Iteration 37Q: 3 clusters Score -1496229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1496225.625000 Penalty: 4668.014648
	Iteration 38Q: 3 clusters Score -1496226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1496225.125000 Penalty: 4668.014648
	Iteration 39Q: 3 clusters Score -1496225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1496440.750000 Penalty: 4668.014648
	Iteration 40F: 3 clusters Score -1496441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1496637.875000 Penalty: 4668.014648
	Iteration 41Q: 3 clusters Score -1496638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1496739.125000 Penalty: 4668.014648
	Iteration 42Q: 3 clusters Score -1496739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1496782.375000 Penalty: 4668.014648
	Iteration 43Q: 3 clusters Score -1496782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1496799.875000 Penalty: 4668.014648
	Iteration 44Q: 3 clusters Score -1496800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1496805.375000 Penalty: 4668.014648
	Iteration 45Q: 3 clusters Score -1496805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1496802.125000 Penalty: 4668.014648
	Iteration 46Q: 3 clusters Score -1496802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1496809.375000 Penalty: 4668.014648
	Iteration 47Q: 3 clusters Score -1496809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1496811.375000 Penalty: 4668.014648
	Iteration 48Q: 3 clusters Score -1496811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1496812.625000 Penalty: 4668.014648
	Iteration 49Q: 3 clusters Score -1496813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1496815.625000 Penalty: 4668.014648
	Iteration 50Q: 3 clusters Score -1496816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1496814.125000 Penalty: 4668.014648
	Iteration 51Q: 3 clusters Score -1496814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1496815.250000 Penalty: 4668.014648
	Iteration 52Q: 3 clusters Score -1496815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1496811.500000 Penalty: 4668.014648
	Iteration 53Q: 3 clusters Score -1496812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1496811.500000 Penalty: 4668.014648
	Iteration 54Q: 3 clusters Score -1496812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1496810.250000 Penalty: 4668.014648
	Iteration 55Q: 3 clusters Score -1496810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1496811.500000 Penalty: 4668.014648
	Iteration 56Q: 3 clusters Score -1496812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1496811.500000 Penalty: 4668.014648
	Iteration 57F: 3 clusters Score -1496812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 10100 members 
Entering Unmasked Estep 
Score: -111179856.000000 Penalty: 112043.554688
Splitting cluster 13 changes total score from -111146232.000000 to -111179856.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (11714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Entering Unmasked Estep 
Score: -1489203.000000 Penalty: 2323.397949
	Iteration 0F: 2 clusters Score -1489203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1480525.625000 Penalty: 4646.795898
	Iteration 0F: 3 clusters Score -1480526 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1483581.625000 Penalty: 4646.795898
	Iteration 1F: 3 clusters Score -1483582 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1484828.375000 Penalty: 4646.795898
	Iteration 2F: 3 clusters Score -1484828 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1486338.875000 Penalty: 4646.795898
	Iteration 3F: 3 clusters Score -1486339 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1487811.625000 Penalty: 4646.795898
	Iteration 4F: 3 clusters Score -1487812 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1488772.750000 Penalty: 4646.795898
	Iteration 5F: 3 clusters Score -1488773 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1489267.000000 Penalty: 4646.795898
	Iteration 6F: 3 clusters Score -1489267 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1489478.250000 Penalty: 4646.795898
	Iteration 7Q: 3 clusters Score -1489478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1489574.750000 Penalty: 4646.795898
	Iteration 8Q: 3 clusters Score -1489575 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1489631.125000 Penalty: 4646.795898
	Iteration 9Q: 3 clusters Score -1489631 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1489659.000000 Penalty: 4646.795898
	Iteration 10Q: 3 clusters Score -1489659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1489672.625000 Penalty: 4646.795898
	Iteration 11Q: 3 clusters Score -1489673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1489692.250000 Penalty: 4646.795898
	Iteration 12Q: 3 clusters Score -1489692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1489708.000000 Penalty: 4646.795898
	Iteration 13Q: 3 clusters Score -1489708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1489708.000000 Penalty: 4646.795898
	Iteration 14Q: 3 clusters Score -1489708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1489714.000000 Penalty: 4646.795898
	Iteration 15Q: 3 clusters Score -1489714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1489717.500000 Penalty: 4646.795898
	Iteration 16Q: 3 clusters Score -1489718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1489725.000000 Penalty: 4646.795898
	Iteration 17Q: 3 clusters Score -1489725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1489729.000000 Penalty: 4646.795898
	Iteration 18Q: 3 clusters Score -1489729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1489733.750000 Penalty: 4646.795898
	Iteration 19Q: 3 clusters Score -1489734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1489739.500000 Penalty: 4646.795898
	Iteration 20F: 3 clusters Score -1489740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1489741.000000 Penalty: 4646.795898
	Iteration 21Q: 3 clusters Score -1489741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1489743.125000 Penalty: 4646.795898
	Iteration 22Q: 3 clusters Score -1489743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1489743.375000 Penalty: 4646.795898
	Iteration 23Q: 3 clusters Score -1489743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1489743.250000 Penalty: 4646.795898
	Iteration 24Q: 3 clusters Score -1489743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1489745.125000 Penalty: 4646.795898
	Iteration 25Q: 3 clusters Score -1489745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1489747.250000 Penalty: 4646.795898
	Iteration 26Q: 3 clusters Score -1489747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1489748.375000 Penalty: 4646.795898
	Iteration 27Q: 3 clusters Score -1489748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1489752.375000 Penalty: 4646.795898
	Iteration 28Q: 3 clusters Score -1489752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1489752.750000 Penalty: 4646.795898
	Iteration 29Q: 3 clusters Score -1489753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1489753.125000 Penalty: 4646.795898
	Iteration 30Q: 3 clusters Score -1489753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1489755.750000 Penalty: 4646.795898
	Iteration 31Q: 3 clusters Score -1489756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1489754.125000 Penalty: 4646.795898
	Iteration 32Q: 3 clusters Score -1489754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1489757.500000 Penalty: 4646.795898
	Iteration 33Q: 3 clusters Score -1489758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1489754.125000 Penalty: 4646.795898
	Iteration 34Q: 3 clusters Score -1489754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1489755.500000 Penalty: 4646.795898
	Iteration 35Q: 3 clusters Score -1489756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1489752.625000 Penalty: 4646.795898
	Iteration 36Q: 3 clusters Score -1489753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1489753.000000 Penalty: 4646.795898
	Iteration 37Q: 3 clusters Score -1489753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1489753.000000 Penalty: 4646.795898
	Iteration 38F: 3 clusters Score -1489753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 10100 members 
Mstep: Class 34 contains 2488 members 
Entering Unmasked Estep 
Score: -111179152.000000 Penalty: 115438.812500
Splitting cluster 14 changes total score from -111146232.000000 to -111179152.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -719856.500000 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -719856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -714700.687500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -714700.7 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -716140.250000 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -716140.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -716588.812500 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -716588.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -716903.312500 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -716903.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -717130.000000 Penalty: 4310.057617
	Iteration 4F: 3 clusters Score -717130 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -717326.000000 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -717326 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -717509.375000 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -717509.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -717648.125000 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -717648.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -717795.687500 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -717795.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -717939.812500 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -717939.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -718118.187500 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -718118.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -718302.750000 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -718302.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -718508.187500 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -718508.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -718697.687500 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -718697.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -718886.000000 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -718886 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -719173.937500 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -719173.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -719445.187500 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -719445.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -719652.187500 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -719652.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -719810.750000 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -719810.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -719936.312500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -719936.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -720039.812500 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -720039.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -720103.500000 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -720103.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -720141.500000 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -720141.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -720164.562500 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -720164.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -720174.500000 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -720174.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -720186.812500 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -720186.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -720197.312500 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -720197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -720206.375000 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -720206.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -720209.312500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -720209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -720213.312500 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -720213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -720213.000000 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -720213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -720214.687500 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -720214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -720215.375000 Penalty: 4310.057617
	Iteration 32Q: 3 clusters Score -720215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -720218.000000 Penalty: 4310.057617
	Iteration 33Q: 3 clusters Score -720218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -720218.875000 Penalty: 4310.057617
	Iteration 34Q: 3 clusters Score -720218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -720220.625000 Penalty: 4310.057617
	Iteration 35Q: 3 clusters Score -720220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -720222.687500 Penalty: 4310.057617
	Iteration 36Q: 3 clusters Score -720222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -720223.562500 Penalty: 4310.057617
	Iteration 37Q: 3 clusters Score -720223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -720223.937500 Penalty: 4310.057617
	Iteration 38Q: 3 clusters Score -720223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -720224.875000 Penalty: 4310.057617
	Iteration 39Q: 3 clusters Score -720224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -720225.000000 Penalty: 4310.057617
	Iteration 40F: 3 clusters Score -720225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -720226.437500 Penalty: 4310.057617
	Iteration 41Q: 3 clusters Score -720226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -720226.437500 Penalty: 4310.057617
	Iteration 42Q: 3 clusters Score -720226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -720226.937500 Penalty: 4310.057617
	Iteration 43Q: 3 clusters Score -720226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -720226.937500 Penalty: 4310.057617
	Iteration 44F: 3 clusters Score -720226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 10100 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 3267 members 
Entering Unmasked Estep 
Score: -111178320.000000 Penalty: 118834.070312
Splitting cluster 15 changes total score from -111146232.000000 to -111178320.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (82558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Entering Unmasked Estep 
Score: -10749220.000000 Penalty: 2807.671631
	Iteration 0F: 2 clusters Score -1.074922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -10693977.000000 Penalty: 5615.343262
	Iteration 0F: 3 clusters Score -1.069398e+07 nChanged 38886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -10716033.000000 Penalty: 5615.343262
	Iteration 1F: 3 clusters Score -1.071603e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -10716973.000000 Penalty: 5615.343262
	Iteration 2Q: 3 clusters Score -1.071697e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -10718034.000000 Penalty: 5615.343262
	Iteration 3Q: 3 clusters Score -1.071803e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -10719261.000000 Penalty: 5615.343262
	Iteration 4Q: 3 clusters Score -1.071926e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -10720664.000000 Penalty: 5615.343262
	Iteration 5Q: 3 clusters Score -1.072066e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -10722444.000000 Penalty: 5615.343262
	Iteration 6Q: 3 clusters Score -1.072244e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -10724684.000000 Penalty: 5615.343262
	Iteration 7F: 3 clusters Score -1.072468e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -10727010.000000 Penalty: 5615.343262
	Iteration 8F: 3 clusters Score -1.072701e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -10729533.000000 Penalty: 5615.343262
	Iteration 9F: 3 clusters Score -1.072953e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -10731611.000000 Penalty: 5615.343262
	Iteration 10F: 3 clusters Score -1.073161e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -10733584.000000 Penalty: 5615.343262
	Iteration 11Q: 3 clusters Score -1.073358e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -10735367.000000 Penalty: 5615.343262
	Iteration 12Q: 3 clusters Score -1.073537e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -10737029.000000 Penalty: 5615.343262
	Iteration 13Q: 3 clusters Score -1.073703e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -10738813.000000 Penalty: 5615.343262
	Iteration 14Q: 3 clusters Score -1.073881e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -10740542.000000 Penalty: 5615.343262
	Iteration 15Q: 3 clusters Score -1.074054e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -10742224.000000 Penalty: 5615.343262
	Iteration 16Q: 3 clusters Score -1.074222e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -10743768.000000 Penalty: 5615.343262
	Iteration 17Q: 3 clusters Score -1.074377e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -10744954.000000 Penalty: 5615.343262
	Iteration 18Q: 3 clusters Score -1.074495e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10745786.000000 Penalty: 5615.343262
	Iteration 19Q: 3 clusters Score -1.074579e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10746318.000000 Penalty: 5615.343262
	Iteration 20F: 3 clusters Score -1.074632e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10746594.000000 Penalty: 5615.343262
	Iteration 21Q: 3 clusters Score -1.074659e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10746744.000000 Penalty: 5615.343262
	Iteration 22Q: 3 clusters Score -1.074674e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10746856.000000 Penalty: 5615.343262
	Iteration 23Q: 3 clusters Score -1.074686e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10746892.000000 Penalty: 5615.343262
	Iteration 24Q: 3 clusters Score -1.074689e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10746959.000000 Penalty: 5615.343262
	Iteration 25Q: 3 clusters Score -1.074696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10746973.000000 Penalty: 5615.343262
	Iteration 26Q: 3 clusters Score -1.074697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10746976.000000 Penalty: 5615.343262
	Iteration 27Q: 3 clusters Score -1.074698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10746970.000000 Penalty: 5615.343262
	Iteration 28Q: 3 clusters Score -1.074697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10746994.000000 Penalty: 5615.343262
	Iteration 29Q: 3 clusters Score -1.074699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10747004.000000 Penalty: 5615.343262
	Iteration 30Q: 3 clusters Score -1.0747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10747045.000000 Penalty: 5615.343262
	Iteration 31Q: 3 clusters Score -1.074704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10747033.000000 Penalty: 5615.343262
	Iteration 32Q: 3 clusters Score -1.074703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10747038.000000 Penalty: 5615.343262
	Iteration 33Q: 3 clusters Score -1.074704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10747060.000000 Penalty: 5615.343262
	Iteration 34Q: 3 clusters Score -1.074706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10747049.000000 Penalty: 5615.343262
	Iteration 35Q: 3 clusters Score -1.074705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10747050.000000 Penalty: 5615.343262
	Iteration 36Q: 3 clusters Score -1.074705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10747058.000000 Penalty: 5615.343262
	Iteration 37Q: 3 clusters Score -1.074706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10747071.000000 Penalty: 5615.343262
	Iteration 38Q: 3 clusters Score -1.074707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10747072.000000 Penalty: 5615.343262
	Iteration 39Q: 3 clusters Score -1.074707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10747065.000000 Penalty: 5615.343262
	Iteration 40F: 3 clusters Score -1.074706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10747075.000000 Penalty: 5615.343262
	Iteration 41Q: 3 clusters Score -1.074708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10747076.000000 Penalty: 5615.343262
	Iteration 42Q: 3 clusters Score -1.074708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10747082.000000 Penalty: 5615.343262
	Iteration 43Q: 3 clusters Score -1.074708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10747082.000000 Penalty: 5615.343262
	Iteration 44Q: 3 clusters Score -1.074708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10747073.000000 Penalty: 5615.343262
	Iteration 45Q: 3 clusters Score -1.074707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10747079.000000 Penalty: 5615.343262
	Iteration 46Q: 3 clusters Score -1.074708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10747078.000000 Penalty: 5615.343262
	Iteration 47Q: 3 clusters Score -1.074708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10747071.000000 Penalty: 5615.343262
	Iteration 48Q: 3 clusters Score -1.074707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10747071.000000 Penalty: 5615.343262
	Iteration 49F: 3 clusters Score -1.074707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Entering Unmasked Estep 
Score: -2452942.250000 Penalty: 2438.906006
	Iteration 0F: 2 clusters Score -2452942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2439642.250000 Penalty: 4877.812012
	Iteration 0F: 3 clusters Score -2439642 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2444173.500000 Penalty: 4877.812012
	Iteration 1F: 3 clusters Score -2444174 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2444786.000000 Penalty: 4877.812012
	Iteration 2F: 3 clusters Score -2444786 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2445360.500000 Penalty: 4877.812012
	Iteration 3F: 3 clusters Score -2445360 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2445850.000000 Penalty: 4877.812012
	Iteration 4F: 3 clusters Score -2445850 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2446261.000000 Penalty: 4877.812012
	Iteration 5Q: 3 clusters Score -2446261 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2446630.500000 Penalty: 4877.812012
	Iteration 6Q: 3 clusters Score -2446630 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2446964.750000 Penalty: 4877.812012
	Iteration 7Q: 3 clusters Score -2446965 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2447344.500000 Penalty: 4877.812012
	Iteration 8Q: 3 clusters Score -2447344 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2447676.250000 Penalty: 4877.812012
	Iteration 9Q: 3 clusters Score -2447676 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2448018.750000 Penalty: 4877.812012
	Iteration 10Q: 3 clusters Score -2448019 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2448414.750000 Penalty: 4877.812012
	Iteration 11Q: 3 clusters Score -2448415 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2448836.000000 Penalty: 4877.812012
	Iteration 12Q: 3 clusters Score -2448836 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2449268.750000 Penalty: 4877.812012
	Iteration 13Q: 3 clusters Score -2449269 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2449656.750000 Penalty: 4877.812012
	Iteration 14Q: 3 clusters Score -2449657 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2449974.000000 Penalty: 4877.812012
	Iteration 15Q: 3 clusters Score -2449974 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2450208.750000 Penalty: 4877.812012
	Iteration 16Q: 3 clusters Score -2450209 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2450386.250000 Penalty: 4877.812012
	Iteration 17Q: 3 clusters Score -2450386 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2450540.000000 Penalty: 4877.812012
	Iteration 18Q: 3 clusters Score -2450540 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2450673.750000 Penalty: 4877.812012
	Iteration 19Q: 3 clusters Score -2450674 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2450792.250000 Penalty: 4877.812012
	Iteration 20F: 3 clusters Score -2450792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2450863.750000 Penalty: 4877.812012
	Iteration 21Q: 3 clusters Score -2450864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2450927.000000 Penalty: 4877.812012
	Iteration 22Q: 3 clusters Score -2450927 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2450957.500000 Penalty: 4877.812012
	Iteration 23Q: 3 clusters Score -2450958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2450982.250000 Penalty: 4877.812012
	Iteration 24Q: 3 clusters Score -2450982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2451005.000000 Penalty: 4877.812012
	Iteration 25Q: 3 clusters Score -2451005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2451021.750000 Penalty: 4877.812012
	Iteration 26Q: 3 clusters Score -2451022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2451036.750000 Penalty: 4877.812012
	Iteration 27Q: 3 clusters Score -2451037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2451042.500000 Penalty: 4877.812012
	Iteration 28Q: 3 clusters Score -2451042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2451037.500000 Penalty: 4877.812012
	Iteration 29Q: 3 clusters Score -2451038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2451048.250000 Penalty: 4877.812012
	Iteration 30Q: 3 clusters Score -2451048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2451052.000000 Penalty: 4877.812012
	Iteration 31Q: 3 clusters Score -2451052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2451059.000000 Penalty: 4877.812012
	Iteration 32Q: 3 clusters Score -2451059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2451063.000000 Penalty: 4877.812012
	Iteration 33Q: 3 clusters Score -2451063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2451063.000000 Penalty: 4877.812012
	Iteration 34Q: 3 clusters Score -2451063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2451061.000000 Penalty: 4877.812012
	Iteration 35Q: 3 clusters Score -2451061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2451057.750000 Penalty: 4877.812012
	Iteration 36Q: 3 clusters Score -2451058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2451061.750000 Penalty: 4877.812012
	Iteration 37Q: 3 clusters Score -2451062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2451067.250000 Penalty: 4877.812012
	Iteration 38Q: 3 clusters Score -2451067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2451069.000000 Penalty: 4877.812012
	Iteration 39Q: 3 clusters Score -2451069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2451072.750000 Penalty: 4877.812012
	Iteration 40F: 3 clusters Score -2451073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2451068.250000 Penalty: 4877.812012
	Iteration 41Q: 3 clusters Score -2451068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2451069.250000 Penalty: 4877.812012
	Iteration 42Q: 3 clusters Score -2451069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2451070.750000 Penalty: 4877.812012
	Iteration 43Q: 3 clusters Score -2451071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2451068.500000 Penalty: 4877.812012
	Iteration 44Q: 3 clusters Score -2451068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2451072.250000 Penalty: 4877.812012
	Iteration 45Q: 3 clusters Score -2451072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2451071.750000 Penalty: 4877.812012
	Iteration 46Q: 3 clusters Score -2451072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2451071.750000 Penalty: 4877.812012
	Iteration 47Q: 3 clusters Score -2451072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2451071.750000 Penalty: 4877.812012
	Iteration 48F: 3 clusters Score -2451072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (130219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Entering Unmasked Estep 
Score: -16928262.000000 Penalty: 2920.689209
	Iteration 0F: 2 clusters Score -1.692826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -16841096.000000 Penalty: 5841.378418
	Iteration 0F: 3 clusters Score -1.68411e+07 nChanged 62157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -16878298.000000 Penalty: 5841.378418
	Iteration 1F: 3 clusters Score -1.68783e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -16880870.000000 Penalty: 5841.378418
	Iteration 2Q: 3 clusters Score -1.688087e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -16884734.000000 Penalty: 5841.378418
	Iteration 3F: 3 clusters Score -1.688473e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -16890092.000000 Penalty: 5841.378418
	Iteration 4F: 3 clusters Score -1.689009e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -16897144.000000 Penalty: 5841.378418
	Iteration 5F: 3 clusters Score -1.689714e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -16904394.000000 Penalty: 5841.378418
	Iteration 6F: 3 clusters Score -1.690439e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -16911422.000000 Penalty: 5841.378418
	Iteration 7F: 3 clusters Score -1.691142e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -16917032.000000 Penalty: 5841.378418
	Iteration 8F: 3 clusters Score -1.691703e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 120602 members 
Entering Unmasked Estep 
Score: -16920788.000000 Penalty: 5841.378418
	Iteration 9Q: 3 clusters Score -1.692079e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -16923104.000000 Penalty: 5841.378418
	Iteration 10Q: 3 clusters Score -1.69231e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 125868 members 
Entering Unmasked Estep 
Score: -16924380.000000 Penalty: 5841.378418
	Iteration 11Q: 3 clusters Score -1.692438e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -16925148.000000 Penalty: 5841.378418
	Iteration 12Q: 3 clusters Score -1.692515e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -16925506.000000 Penalty: 5841.378418
	Iteration 13Q: 3 clusters Score -1.692551e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 128148 members 
Entering Unmasked Estep 
Score: -16925750.000000 Penalty: 5841.378418
	Iteration 14Q: 3 clusters Score -1.692575e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 128397 members 
Entering Unmasked Estep 
Score: -16925910.000000 Penalty: 5841.378418
	Iteration 15Q: 3 clusters Score -1.692591e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -16926032.000000 Penalty: 5841.378418
	Iteration 16Q: 3 clusters Score -1.692603e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 128679 members 
Entering Unmasked Estep 
Score: -16926138.000000 Penalty: 5841.378418
	Iteration 17Q: 3 clusters Score -1.692614e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 128763 members 
Entering Unmasked Estep 
Score: -16926214.000000 Penalty: 5841.378418
	Iteration 18Q: 3 clusters Score -1.692621e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -16926286.000000 Penalty: 5841.378418
	Iteration 19Q: 3 clusters Score -1.692629e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -16926330.000000 Penalty: 5841.378418
	Iteration 20F: 3 clusters Score -1.692633e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -16926368.000000 Penalty: 5841.378418
	Iteration 21Q: 3 clusters Score -1.692637e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -16926422.000000 Penalty: 5841.378418
	Iteration 22Q: 3 clusters Score -1.692642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -16926462.000000 Penalty: 5841.378418
	Iteration 23Q: 3 clusters Score -1.692646e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -16926470.000000 Penalty: 5841.378418
	Iteration 24Q: 3 clusters Score -1.692647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -16926478.000000 Penalty: 5841.378418
	Iteration 25Q: 3 clusters Score -1.692648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -16926496.000000 Penalty: 5841.378418
	Iteration 26Q: 3 clusters Score -1.69265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -16926500.000000 Penalty: 5841.378418
	Iteration 27Q: 3 clusters Score -1.69265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -16926508.000000 Penalty: 5841.378418
	Iteration 28Q: 3 clusters Score -1.692651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 128974 members 
Entering Unmasked Estep 
Score: -16926526.000000 Penalty: 5841.378418
	Iteration 29Q: 3 clusters Score -1.692653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 128975 members 
Entering Unmasked Estep 
Score: -16926550.000000 Penalty: 5841.378418
	Iteration 30Q: 3 clusters Score -1.692655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -16926544.000000 Penalty: 5841.378418
	Iteration 31Q: 3 clusters Score -1.692654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -16926554.000000 Penalty: 5841.378418
	Iteration 32Q: 3 clusters Score -1.692655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 128977 members 
Entering Unmasked Estep 
Score: -16926552.000000 Penalty: 5841.378418
	Iteration 33Q: 3 clusters Score -1.692655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 128979 members 
Entering Unmasked Estep 
Score: -16926552.000000 Penalty: 5841.378418
	Iteration 34Q: 3 clusters Score -1.692655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -16926564.000000 Penalty: 5841.378418
	Iteration 35Q: 3 clusters Score -1.692656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 128982 members 
Entering Unmasked Estep 
Score: -16926566.000000 Penalty: 5841.378418
	Iteration 36Q: 3 clusters Score -1.692657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -16926576.000000 Penalty: 5841.378418
	Iteration 37Q: 3 clusters Score -1.692658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -16926572.000000 Penalty: 5841.378418
	Iteration 38Q: 3 clusters Score -1.692657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 128987 members 
Entering Unmasked Estep 
Score: -16926582.000000 Penalty: 5841.378418
	Iteration 39Q: 3 clusters Score -1.692658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -16926582.000000 Penalty: 5841.378418
	Iteration 40F: 3 clusters Score -1.692658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -16926588.000000 Penalty: 5841.378418
	Iteration 41Q: 3 clusters Score -1.692659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -16926576.000000 Penalty: 5841.378418
	Iteration 42Q: 3 clusters Score -1.692658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -16926574.000000 Penalty: 5841.378418
	Iteration 43Q: 3 clusters Score -1.692657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -16926582.000000 Penalty: 5841.378418
	Iteration 44Q: 3 clusters Score -1.692658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -16926586.000000 Penalty: 5841.378418
	Iteration 45Q: 3 clusters Score -1.692659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -16926588.000000 Penalty: 5841.378418
	Iteration 46Q: 3 clusters Score -1.692659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 128979 members 
Entering Unmasked Estep 
Score: -16926594.000000 Penalty: 5841.378418
	Iteration 47Q: 3 clusters Score -1.692659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -16926588.000000 Penalty: 5841.378418
	Iteration 48Q: 3 clusters Score -1.692659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -16926598.000000 Penalty: 5841.378418
	Iteration 49Q: 3 clusters Score -1.69266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -16926610.000000 Penalty: 5841.378418
	Iteration 50Q: 3 clusters Score -1.692661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -16926610.000000 Penalty: 5841.378418
	Iteration 51F: 3 clusters Score -1.692661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Entering Unmasked Estep 
Score: -2333672.750000 Penalty: 2451.219238
	Iteration 0F: 2 clusters Score -2333673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2319949.250000 Penalty: 4902.438477
	Iteration 0F: 3 clusters Score -2319949 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2325874.500000 Penalty: 4902.438477
	Iteration 1F: 3 clusters Score -2325874 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2330094.000000 Penalty: 4902.438477
	Iteration 2F: 3 clusters Score -2330094 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2335564.000000 Penalty: 4902.438477
	Iteration 3F: 3 clusters Score -2335564 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2338566.500000 Penalty: 4902.438477
	Iteration 4F: 3 clusters Score -2338566 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2339355.250000 Penalty: 4902.438477
	Iteration 5F: 3 clusters Score -2339355 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2339550.750000 Penalty: 4902.438477
	Iteration 6Q: 3 clusters Score -2339551 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2339621.750000 Penalty: 4902.438477
	Iteration 7Q: 3 clusters Score -2339622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2339672.250000 Penalty: 4902.438477
	Iteration 8Q: 3 clusters Score -2339672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2339696.500000 Penalty: 4902.438477
	Iteration 9Q: 3 clusters Score -2339696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2339711.500000 Penalty: 4902.438477
	Iteration 10Q: 3 clusters Score -2339712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2339723.750000 Penalty: 4902.438477
	Iteration 11Q: 3 clusters Score -2339724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2339733.000000 Penalty: 4902.438477
	Iteration 12Q: 3 clusters Score -2339733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2339731.500000 Penalty: 4902.438477
	Iteration 13Q: 3 clusters Score -2339732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2339736.750000 Penalty: 4902.438477
	Iteration 14Q: 3 clusters Score -2339737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2339734.000000 Penalty: 4902.438477
	Iteration 15Q: 3 clusters Score -2339734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2339740.750000 Penalty: 4902.438477
	Iteration 16Q: 3 clusters Score -2339741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2339745.750000 Penalty: 4902.438477
	Iteration 17Q: 3 clusters Score -2339746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2339741.500000 Penalty: 4902.438477
	Iteration 18Q: 3 clusters Score -2339742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2339741.000000 Penalty: 4902.438477
	Iteration 19Q: 3 clusters Score -2339741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2339749.750000 Penalty: 4902.438477
	Iteration 20F: 3 clusters Score -2339750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2339755.500000 Penalty: 4902.438477
	Iteration 21Q: 3 clusters Score -2339756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2339752.000000 Penalty: 4902.438477
	Iteration 22Q: 3 clusters Score -2339752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2339752.000000 Penalty: 4902.438477
	Iteration 23Q: 3 clusters Score -2339752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2339750.500000 Penalty: 4902.438477
	Iteration 24Q: 3 clusters Score -2339750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2339752.000000 Penalty: 4902.438477
	Iteration 25Q: 3 clusters Score -2339752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2339748.500000 Penalty: 4902.438477
	Iteration 26Q: 3 clusters Score -2339748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2339749.500000 Penalty: 4902.438477
	Iteration 27Q: 3 clusters Score -2339750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2339749.500000 Penalty: 4902.438477
	Iteration 28F: 3 clusters Score -2339750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 10100 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 14198 members 
Entering Unmasked Estep 
Score: -111183440.000000 Penalty: 122229.328125
Splitting cluster 19 changes total score from -111146232.000000 to -111183440.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (55011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Entering Unmasked Estep 
Score: -7270921.000000 Penalty: 2706.991699
	Iteration 0F: 2 clusters Score -7270921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -7233844.000000 Penalty: 5413.983398
	Iteration 0F: 3 clusters Score -7233844 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -7248015.000000 Penalty: 5413.983398
	Iteration 1F: 3 clusters Score -7248015 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -7248612.500000 Penalty: 5413.983398
	Iteration 2Q: 3 clusters Score -7248612 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -7249291.000000 Penalty: 5413.983398
	Iteration 3Q: 3 clusters Score -7249291 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -7250193.500000 Penalty: 5413.983398
	Iteration 4Q: 3 clusters Score -7250194 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -7251502.000000 Penalty: 5413.983398
	Iteration 5Q: 3 clusters Score -7251502 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -7253482.000000 Penalty: 5413.983398
	Iteration 6F: 3 clusters Score -7253482 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7256372.500000 Penalty: 5413.983398
	Iteration 7F: 3 clusters Score -7256372 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -7259989.500000 Penalty: 5413.983398
	Iteration 8F: 3 clusters Score -7259990 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -7263410.000000 Penalty: 5413.983398
	Iteration 9F: 3 clusters Score -7263410 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -7265775.000000 Penalty: 5413.983398
	Iteration 10Q: 3 clusters Score -7265775 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -7267039.500000 Penalty: 5413.983398
	Iteration 11Q: 3 clusters Score -7267040 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -7267618.500000 Penalty: 5413.983398
	Iteration 12Q: 3 clusters Score -7267618 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7267970.500000 Penalty: 5413.983398
	Iteration 13Q: 3 clusters Score -7267970 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -7268214.500000 Penalty: 5413.983398
	Iteration 14Q: 3 clusters Score -7268214 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -7268358.500000 Penalty: 5413.983398
	Iteration 15Q: 3 clusters Score -7268358 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -7268475.500000 Penalty: 5413.983398
	Iteration 16Q: 3 clusters Score -7268476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -7268558.500000 Penalty: 5413.983398
	Iteration 17Q: 3 clusters Score -7268558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -7268631.000000 Penalty: 5413.983398
	Iteration 18Q: 3 clusters Score -7268631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -7268692.500000 Penalty: 5413.983398
	Iteration 19Q: 3 clusters Score -7268692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -7268770.500000 Penalty: 5413.983398
	Iteration 20F: 3 clusters Score -7268770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -7268826.500000 Penalty: 5413.983398
	Iteration 21Q: 3 clusters Score -7268826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7268882.000000 Penalty: 5413.983398
	Iteration 22Q: 3 clusters Score -7268882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -7268901.500000 Penalty: 5413.983398
	Iteration 23Q: 3 clusters Score -7268902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -7268903.000000 Penalty: 5413.983398
	Iteration 24Q: 3 clusters Score -7268903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -7268916.000000 Penalty: 5413.983398
	Iteration 25Q: 3 clusters Score -7268916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7268937.500000 Penalty: 5413.983398
	Iteration 26Q: 3 clusters Score -7268938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -7268945.000000 Penalty: 5413.983398
	Iteration 27Q: 3 clusters Score -7268945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7268936.000000 Penalty: 5413.983398
	Iteration 28Q: 3 clusters Score -7268936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -7268949.500000 Penalty: 5413.983398
	Iteration 29Q: 3 clusters Score -7268950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7268956.000000 Penalty: 5413.983398
	Iteration 30Q: 3 clusters Score -7268956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -7268955.500000 Penalty: 5413.983398
	Iteration 31Q: 3 clusters Score -7268956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -7268960.500000 Penalty: 5413.983398
	Iteration 32Q: 3 clusters Score -7268960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -7268964.500000 Penalty: 5413.983398
	Iteration 33Q: 3 clusters Score -7268964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -7268977.500000 Penalty: 5413.983398
	Iteration 34Q: 3 clusters Score -7268978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -7268983.000000 Penalty: 5413.983398
	Iteration 35Q: 3 clusters Score -7268983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7269001.000000 Penalty: 5413.983398
	Iteration 36Q: 3 clusters Score -7269001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -7269002.000000 Penalty: 5413.983398
	Iteration 37Q: 3 clusters Score -7269002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7269007.000000 Penalty: 5413.983398
	Iteration 38Q: 3 clusters Score -7269007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -7269008.500000 Penalty: 5413.983398
	Iteration 39Q: 3 clusters Score -7269008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -7269005.500000 Penalty: 5413.983398
	Iteration 40F: 3 clusters Score -7269006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -7269010.500000 Penalty: 5413.983398
	Iteration 41Q: 3 clusters Score -7269010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -7269010.000000 Penalty: 5413.983398
	Iteration 42Q: 3 clusters Score -7269010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -7269017.000000 Penalty: 5413.983398
	Iteration 43Q: 3 clusters Score -7269017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7269018.000000 Penalty: 5413.983398
	Iteration 44Q: 3 clusters Score -7269018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7269013.000000 Penalty: 5413.983398
	Iteration 45Q: 3 clusters Score -7269013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -7269013.000000 Penalty: 5413.983398
	Iteration 46Q: 3 clusters Score -7269013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7269013.000000 Penalty: 5413.983398
	Iteration 47Q: 3 clusters Score -7269013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7269013.000000 Penalty: 5413.983398
	Iteration 48F: 3 clusters Score -7269013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Entering Unmasked Estep 
Score: -2016413.250000 Penalty: 2403.423096
	Iteration 0F: 2 clusters Score -2016413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2004838.000000 Penalty: 4806.846191
	Iteration 0F: 3 clusters Score -2004838 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2009821.875000 Penalty: 4806.846191
	Iteration 1F: 3 clusters Score -2009822 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2012271.375000 Penalty: 4806.846191
	Iteration 2F: 3 clusters Score -2012271 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2014926.625000 Penalty: 4806.846191
	Iteration 3F: 3 clusters Score -2014927 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2016722.875000 Penalty: 4806.846191
	Iteration 4F: 3 clusters Score -2016723 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2017547.750000 Penalty: 4806.846191
	Iteration 5F: 3 clusters Score -2017548 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2017992.125000 Penalty: 4806.846191
	Iteration 6Q: 3 clusters Score -2017992 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2018365.125000 Penalty: 4806.846191
	Iteration 7Q: 3 clusters Score -2018365 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2018806.750000 Penalty: 4806.846191
	Iteration 8Q: 3 clusters Score -2018807 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2019448.500000 Penalty: 4806.846191
	Iteration 9Q: 3 clusters Score -2019448 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2020576.375000 Penalty: 4806.846191
	Iteration 10Q: 3 clusters Score -2020576 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2022237.000000 Penalty: 4806.846191
	Iteration 11Q: 3 clusters Score -2022237 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2022967.875000 Penalty: 4806.846191
	Iteration 12Q: 3 clusters Score -2022968 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2023184.250000 Penalty: 4806.846191
	Iteration 13Q: 3 clusters Score -2023184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2023288.125000 Penalty: 4806.846191
	Iteration 14Q: 3 clusters Score -2023288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2023321.125000 Penalty: 4806.846191
	Iteration 15Q: 3 clusters Score -2023321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2023335.500000 Penalty: 4806.846191
	Iteration 16Q: 3 clusters Score -2023336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2023350.250000 Penalty: 4806.846191
	Iteration 17Q: 3 clusters Score -2023350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2023357.000000 Penalty: 4806.846191
	Iteration 18Q: 3 clusters Score -2023357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2023362.625000 Penalty: 4806.846191
	Iteration 19Q: 3 clusters Score -2023363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2023364.375000 Penalty: 4806.846191
	Iteration 20F: 3 clusters Score -2023364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2023367.375000 Penalty: 4806.846191
	Iteration 21Q: 3 clusters Score -2023367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2023369.500000 Penalty: 4806.846191
	Iteration 22Q: 3 clusters Score -2023370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2023371.750000 Penalty: 4806.846191
	Iteration 23Q: 3 clusters Score -2023372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2023369.750000 Penalty: 4806.846191
	Iteration 24Q: 3 clusters Score -2023370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2023368.875000 Penalty: 4806.846191
	Iteration 25Q: 3 clusters Score -2023369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2023367.875000 Penalty: 4806.846191
	Iteration 26Q: 3 clusters Score -2023368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2023369.375000 Penalty: 4806.846191
	Iteration 27Q: 3 clusters Score -2023369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2023369.375000 Penalty: 4806.846191
	Iteration 28F: 3 clusters Score -2023369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 11428 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 10100 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 14198 members 
Mstep: Class 37 contains 4747 members 
Entering Unmasked Estep 
Score: -111189408.000000 Penalty: 125624.593750
Splitting cluster 22 changes total score from -111146232.000000 to -111189408.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (10845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Entering Unmasked Estep 
Score: -1414304.375000 Penalty: 2304.281738
	Iteration 0F: 2 clusters Score -1414304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1406197.750000 Penalty: 4608.563477
	Iteration 0F: 3 clusters Score -1406198 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1408804.500000 Penalty: 4608.563477
	Iteration 1F: 3 clusters Score -1408804 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1409652.625000 Penalty: 4608.563477
	Iteration 2F: 3 clusters Score -1409653 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1410772.000000 Penalty: 4608.563477
	Iteration 3F: 3 clusters Score -1410772 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1411872.375000 Penalty: 4608.563477
	Iteration 4F: 3 clusters Score -1411872 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1412844.625000 Penalty: 4608.563477
	Iteration 5F: 3 clusters Score -1412845 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1413470.250000 Penalty: 4608.563477
	Iteration 6F: 3 clusters Score -1413470 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1413807.750000 Penalty: 4608.563477
	Iteration 7Q: 3 clusters Score -1413808 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1413991.125000 Penalty: 4608.563477
	Iteration 8Q: 3 clusters Score -1413991 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1414089.375000 Penalty: 4608.563477
	Iteration 9Q: 3 clusters Score -1414089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1414152.625000 Penalty: 4608.563477
	Iteration 10Q: 3 clusters Score -1414153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1414192.125000 Penalty: 4608.563477
	Iteration 11Q: 3 clusters Score -1414192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1414227.125000 Penalty: 4608.563477
	Iteration 12Q: 3 clusters Score -1414227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1414245.875000 Penalty: 4608.563477
	Iteration 13Q: 3 clusters Score -1414246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1414257.125000 Penalty: 4608.563477
	Iteration 14Q: 3 clusters Score -1414257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1414276.625000 Penalty: 4608.563477
	Iteration 15Q: 3 clusters Score -1414277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1414273.875000 Penalty: 4608.563477
	Iteration 16Q: 3 clusters Score -1414274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1414288.125000 Penalty: 4608.563477
	Iteration 17Q: 3 clusters Score -1414288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1414297.000000 Penalty: 4608.563477
	Iteration 18Q: 3 clusters Score -1414297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1414302.375000 Penalty: 4608.563477
	Iteration 19Q: 3 clusters Score -1414302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1414307.625000 Penalty: 4608.563477
	Iteration 20F: 3 clusters Score -1414308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1414314.750000 Penalty: 4608.563477
	Iteration 21Q: 3 clusters Score -1414315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1414317.750000 Penalty: 4608.563477
	Iteration 22Q: 3 clusters Score -1414318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1414323.500000 Penalty: 4608.563477
	Iteration 23Q: 3 clusters Score -1414324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1414323.250000 Penalty: 4608.563477
	Iteration 24Q: 3 clusters Score -1414323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1414324.875000 Penalty: 4608.563477
	Iteration 25Q: 3 clusters Score -1414325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1414324.500000 Penalty: 4608.563477
	Iteration 26Q: 3 clusters Score -1414324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1414324.000000 Penalty: 4608.563477
	Iteration 27Q: 3 clusters Score -1414324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1414325.250000 Penalty: 4608.563477
	Iteration 28Q: 3 clusters Score -1414325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1414325.250000 Penalty: 4608.563477
	Iteration 29F: 3 clusters Score -1414325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 11428 members 
Mstep: Class 23 contains 2014 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 11713 members 
Mstep: Class 26 contains 98246 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 10100 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 14198 members 
Mstep: Class 37 contains 4747 members 
Mstep: Class 38 contains 8831 members 
Entering Unmasked Estep 
Score: -111188352.000000 Penalty: 129019.851562
Splitting cluster 23 changes total score from -111146232.000000 to -111188352.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 152086 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 76160 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 130219 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 22 contains 11428 members 
Mstep: Class 23 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203104.000000 Penalty: 129019.851562
Iteration 39Q: 39 clusters Score -1.112031e+08 nChanged 18551
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 154877 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 75591 members 
Mstep: Class 5 contains 50696 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 42849 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 82853 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 129881 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 55204 members 
Mstep: Class 21 contains 11982 members 
Mstep: Class 22 contains 11150 members 
Mstep: Class 23 contains 2149 members 
Mstep: Class 24 contains 5978 members 
Mstep: Class 25 contains 10918 members 
Mstep: Class 26 contains 97319 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 1537 members 
Mstep: Class 30 contains 15201 members 
Mstep: Class 31 contains 1831 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 10122 members 
Mstep: Class 34 contains 2531 members 
Mstep: Class 35 contains 2927 members 
Mstep: Class 36 contains 14191 members 
Mstep: Class 37 contains 4668 members 
Mstep: Class 38 contains 8524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217480.000000 Penalty: 129019.851562
Iteration 40F: 39 clusters Score -1.112175e+08 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 154458 members 
Mstep: Class 3 contains 5764 members 
Mstep: Class 4 contains 74954 members 
Mstep: Class 5 contains 50087 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 42335 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 9151 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 82612 members 
Mstep: Class 17 contains 17638 members 
Mstep: Class 18 contains 129136 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 54805 members 
Mstep: Class 21 contains 13487 members 
Mstep: Class 22 contains 11119 members 
Mstep: Class 23 contains 2252 members 
Mstep: Class 24 contains 6733 members 
Mstep: Class 25 contains 11794 members 
Mstep: Class 26 contains 97386 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 5477 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 14322 members 
Mstep: Class 31 contains 1873 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10149 members 
Mstep: Class 34 contains 2615 members 
Mstep: Class 35 contains 3237 members 
Mstep: Class 36 contains 14197 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 8508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223736.000000 Penalty: 129019.851562
Iteration 41Q: 39 clusters Score -1.112237e+08 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 154663 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 74339 members 
Mstep: Class 5 contains 49749 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 42194 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 11996 members 
Mstep: Class 10 contains 7384 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 8968 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 82399 members 
Mstep: Class 17 contains 17083 members 
Mstep: Class 18 contains 128413 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 54453 members 
Mstep: Class 21 contains 14636 members 
Mstep: Class 22 contains 11212 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 97282 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 1897 members 
Mstep: Class 30 contains 13618 members 
Mstep: Class 31 contains 1877 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 10205 members 
Mstep: Class 34 contains 2628 members 
Mstep: Class 35 contains 3480 members 
Mstep: Class 36 contains 14209 members 
Mstep: Class 37 contains 5188 members 
Mstep: Class 38 contains 8469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227224.000000 Penalty: 129019.851562
Iteration 42Q: 39 clusters Score -1.112272e+08 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 154956 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 73747 members 
Mstep: Class 5 contains 49512 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 42068 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 7280 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1998 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 3372 members 
Mstep: Class 16 contains 82237 members 
Mstep: Class 17 contains 16480 members 
Mstep: Class 18 contains 127797 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 54205 members 
Mstep: Class 21 contains 15593 members 
Mstep: Class 22 contains 11385 members 
Mstep: Class 23 contains 2390 members 
Mstep: Class 24 contains 7531 members 
Mstep: Class 25 contains 13024 members 
Mstep: Class 26 contains 97164 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 5361 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 13039 members 
Mstep: Class 31 contains 1876 members 
Mstep: Class 32 contains 5197 members 
Mstep: Class 33 contains 10250 members 
Mstep: Class 34 contains 2615 members 
Mstep: Class 35 contains 3666 members 
Mstep: Class 36 contains 14219 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229632.000000 Penalty: 129019.851562
Iteration 43Q: 39 clusters Score -1.112296e+08 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 155328 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 73188 members 
Mstep: Class 5 contains 49376 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 41956 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 11891 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 8673 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 82148 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 127224 members 
Mstep: Class 19 contains 5393 members 
Mstep: Class 20 contains 53990 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 11578 members 
Mstep: Class 23 contains 2444 members 
Mstep: Class 24 contains 7773 members 
Mstep: Class 25 contains 13500 members 
Mstep: Class 26 contains 97034 members 
Mstep: Class 27 contains 2435 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 2021 members 
Mstep: Class 30 contains 12562 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 10291 members 
Mstep: Class 34 contains 2583 members 
Mstep: Class 35 contains 3870 members 
Mstep: Class 36 contains 14226 members 
Mstep: Class 37 contains 5428 members 
Mstep: Class 38 contains 8423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231360.000000 Penalty: 129019.851562
Iteration 44Q: 39 clusters Score -1.112314e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 155668 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 72714 members 
Mstep: Class 5 contains 49259 members 
Mstep: Class 6 contains 5635 members 
Mstep: Class 7 contains 41878 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11820 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 82064 members 
Mstep: Class 17 contains 15471 members 
Mstep: Class 18 contains 126768 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 53820 members 
Mstep: Class 21 contains 17052 members 
Mstep: Class 22 contains 11766 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 7972 members 
Mstep: Class 25 contains 13918 members 
Mstep: Class 26 contains 96887 members 
Mstep: Class 27 contains 2450 members 
Mstep: Class 28 contains 5326 members 
Mstep: Class 29 contains 2085 members 
Mstep: Class 30 contains 12113 members 
Mstep: Class 31 contains 1872 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10327 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 14228 members 
Mstep: Class 37 contains 5515 members 
Mstep: Class 38 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232880.000000 Penalty: 129019.851562
Iteration 45Q: 39 clusters Score -1.112329e+08 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 156058 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 4 contains 72235 members 
Mstep: Class 5 contains 49155 members 
Mstep: Class 6 contains 5855 members 
Mstep: Class 7 contains 41803 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11764 members 
Mstep: Class 10 contains 7107 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 8464 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 81986 members 
Mstep: Class 17 contains 15021 members 
Mstep: Class 18 contains 126410 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 53691 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 22 contains 12043 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 8124 members 
Mstep: Class 25 contains 14233 members 
Mstep: Class 26 contains 96782 members 
Mstep: Class 27 contains 2461 members 
Mstep: Class 28 contains 5314 members 
Mstep: Class 29 contains 2120 members 
Mstep: Class 30 contains 11712 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 2543 members 
Mstep: Class 35 contains 4137 members 
Mstep: Class 36 contains 14229 members 
Mstep: Class 37 contains 5582 members 
Mstep: Class 38 contains 8360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233824.000000 Penalty: 129019.851562
Iteration 46Q: 39 clusters Score -1.112338e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 156436 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 71845 members 
Mstep: Class 5 contains 49070 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 41728 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11698 members 
Mstep: Class 10 contains 7027 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 81937 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 126095 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 18097 members 
Mstep: Class 22 contains 12267 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 8283 members 
Mstep: Class 25 contains 14455 members 
Mstep: Class 26 contains 96673 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 5307 members 
Mstep: Class 29 contains 2145 members 
Mstep: Class 30 contains 11295 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 2525 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 5638 members 
Mstep: Class 38 contains 8345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235136.000000 Penalty: 129019.851562
Iteration 47Q: 39 clusters Score -1.112351e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 156823 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 71455 members 
Mstep: Class 5 contains 49010 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 41622 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11649 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 8396 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 81872 members 
Mstep: Class 17 contains 14272 members 
Mstep: Class 18 contains 125834 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 53486 members 
Mstep: Class 21 contains 18486 members 
Mstep: Class 22 contains 12518 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 8436 members 
Mstep: Class 25 contains 14600 members 
Mstep: Class 26 contains 96615 members 
Mstep: Class 27 contains 2501 members 
Mstep: Class 28 contains 5299 members 
Mstep: Class 29 contains 2166 members 
Mstep: Class 30 contains 10860 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10366 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 4196 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 5699 members 
Mstep: Class 38 contains 8322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236080.000000 Penalty: 129019.851562
Iteration 48Q: 39 clusters Score -1.112361e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 157140 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 71098 members 
Mstep: Class 5 contains 48970 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 41510 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11591 members 
Mstep: Class 10 contains 6867 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 81861 members 
Mstep: Class 17 contains 14014 members 
Mstep: Class 18 contains 125623 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 53405 members 
Mstep: Class 21 contains 18825 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 2740 members 
Mstep: Class 24 contains 8542 members 
Mstep: Class 25 contains 14719 members 
Mstep: Class 26 contains 96509 members 
Mstep: Class 27 contains 2503 members 
Mstep: Class 28 contains 5294 members 
Mstep: Class 29 contains 2182 members 
Mstep: Class 30 contains 10441 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10370 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 4219 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236496.000000 Penalty: 129019.851562
Iteration 49Q: 39 clusters Score -1.112365e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 157447 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 4 contains 70759 members 
Mstep: Class 5 contains 48952 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 41404 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 8347 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 81845 members 
Mstep: Class 17 contains 13775 members 
Mstep: Class 18 contains 125413 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 53350 members 
Mstep: Class 21 contains 19127 members 
Mstep: Class 22 contains 12967 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 8650 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 96409 members 
Mstep: Class 27 contains 2501 members 
Mstep: Class 28 contains 5290 members 
Mstep: Class 29 contains 2203 members 
Mstep: Class 30 contains 9981 members 
Mstep: Class 31 contains 1873 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 10374 members 
Mstep: Class 34 contains 2506 members 
Mstep: Class 35 contains 4225 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 5790 members 
Mstep: Class 38 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237216.000000 Penalty: 129019.851562
Iteration 50Q: 39 clusters Score -1.112372e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 157727 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 70434 members 
Mstep: Class 5 contains 48933 members 
Mstep: Class 6 contains 7337 members 
Mstep: Class 7 contains 41342 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11524 members 
Mstep: Class 10 contains 6752 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 8340 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 81820 members 
Mstep: Class 17 contains 13567 members 
Mstep: Class 18 contains 125240 members 
Mstep: Class 19 contains 5394 members 
Mstep: Class 20 contains 53305 members 
Mstep: Class 21 contains 19374 members 
Mstep: Class 22 contains 13180 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 14884 members 
Mstep: Class 26 contains 96325 members 
Mstep: Class 27 contains 2500 members 
Mstep: Class 28 contains 5283 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 1873 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 10375 members 
Mstep: Class 34 contains 2498 members 
Mstep: Class 35 contains 4237 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 5820 members 
Mstep: Class 38 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238240.000000 Penalty: 129019.851562
Iteration 51Q: 39 clusters Score -1.112382e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 157957 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 70138 members 
Mstep: Class 5 contains 48924 members 
Mstep: Class 6 contains 7663 members 
Mstep: Class 7 contains 41291 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1881 members 
Mstep: Class 14 contains 8328 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 81803 members 
Mstep: Class 17 contains 13397 members 
Mstep: Class 18 contains 125108 members 
Mstep: Class 19 contains 5395 members 
Mstep: Class 20 contains 53268 members 
Mstep: Class 21 contains 19584 members 
Mstep: Class 22 contains 13405 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 8808 members 
Mstep: Class 25 contains 14967 members 
Mstep: Class 26 contains 96241 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 5274 members 
Mstep: Class 29 contains 2238 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10378 members 
Mstep: Class 34 contains 2484 members 
Mstep: Class 35 contains 4246 members 
Mstep: Class 36 contains 14231 members 
Mstep: Class 37 contains 5864 members 
Mstep: Class 38 contains 8309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239096.000000 Penalty: 129019.851562
Iteration 52Q: 39 clusters Score -1.112391e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 158146 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 69901 members 
Mstep: Class 5 contains 48905 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 7 contains 41232 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11471 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1880 members 
Mstep: Class 14 contains 8318 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 81778 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 124995 members 
Mstep: Class 19 contains 5397 members 
Mstep: Class 20 contains 53241 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 13590 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 15029 members 
Mstep: Class 26 contains 96165 members 
Mstep: Class 27 contains 2507 members 
Mstep: Class 28 contains 5269 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10380 members 
Mstep: Class 34 contains 2481 members 
Mstep: Class 35 contains 4253 members 
Mstep: Class 36 contains 14230 members 
Mstep: Class 37 contains 5893 members 
Mstep: Class 38 contains 8309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239328.000000 Penalty: 129019.851562
Iteration 53Q: 39 clusters Score -1.112393e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 158325 members 
Mstep: Class 3 contains 6567 members 
Mstep: Class 4 contains 69666 members 
Mstep: Class 5 contains 48907 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 41156 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11449 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 8324 members 
Mstep: Class 15 contains 4086 members 
Mstep: Class 16 contains 81761 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 124905 members 
Mstep: Class 19 contains 5399 members 
Mstep: Class 20 contains 53207 members 
Mstep: Class 21 contains 19911 members 
Mstep: Class 22 contains 13765 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 8903 members 
Mstep: Class 25 contains 15064 members 
Mstep: Class 26 contains 96098 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 5263 members 
Mstep: Class 29 contains 2256 members 
Mstep: Class 30 contains 8372 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10382 members 
Mstep: Class 34 contains 2468 members 
Mstep: Class 35 contains 4254 members 
Mstep: Class 36 contains 14231 members 
Mstep: Class 37 contains 5910 members 
Mstep: Class 38 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240304.000000 Penalty: 129019.851562
Iteration 54Q: 39 clusters Score -1.112403e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 158485 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 69456 members 
Mstep: Class 5 contains 48906 members 
Mstep: Class 6 contains 8227 members 
Mstep: Class 7 contains 41095 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11440 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 81746 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 124807 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 53182 members 
Mstep: Class 21 contains 20048 members 
Mstep: Class 22 contains 13927 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 8940 members 
Mstep: Class 25 contains 15084 members 
Mstep: Class 26 contains 96047 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 5253 members 
Mstep: Class 29 contains 2263 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10384 members 
Mstep: Class 34 contains 2462 members 
Mstep: Class 35 contains 4253 members 
Mstep: Class 36 contains 14231 members 
Mstep: Class 37 contains 5928 members 
Mstep: Class 38 contains 8305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240328.000000 Penalty: 129019.851562
Iteration 55Q: 39 clusters Score -1.112403e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 158609 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 69269 members 
Mstep: Class 5 contains 48911 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 41026 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11431 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 8347 members 
Mstep: Class 15 contains 4167 members 
Mstep: Class 16 contains 81729 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 124728 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 53159 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 8961 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 96008 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 5241 members 
Mstep: Class 29 contains 2268 members 
Mstep: Class 30 contains 7943 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10385 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 4250 members 
Mstep: Class 36 contains 14230 members 
Mstep: Class 37 contains 5945 members 
Mstep: Class 38 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240488.000000 Penalty: 129019.851562
Iteration 56Q: 39 clusters Score -1.112405e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 158779 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 69098 members 
Mstep: Class 5 contains 48909 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 40987 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11424 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 4188 members 
Mstep: Class 16 contains 81710 members 
Mstep: Class 17 contains 13127 members 
Mstep: Class 18 contains 124658 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 53144 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 14213 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 8979 members 
Mstep: Class 25 contains 15122 members 
Mstep: Class 26 contains 95968 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 5232 members 
Mstep: Class 29 contains 2269 members 
Mstep: Class 30 contains 7795 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10385 members 
Mstep: Class 34 contains 2456 members 
Mstep: Class 35 contains 4249 members 
Mstep: Class 36 contains 14230 members 
Mstep: Class 37 contains 5951 members 
Mstep: Class 38 contains 8302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240656.000000 Penalty: 129019.851562
Iteration 57Q: 39 clusters Score -1.112407e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 158889 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 68944 members 
Mstep: Class 5 contains 48909 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 40948 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11421 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 8354 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 81689 members 
Mstep: Class 17 contains 13106 members 
Mstep: Class 18 contains 124624 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 20377 members 
Mstep: Class 22 contains 14316 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 8995 members 
Mstep: Class 25 contains 15143 members 
Mstep: Class 26 contains 95923 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 2278 members 
Mstep: Class 30 contains 7662 members 
Mstep: Class 31 contains 1876 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10384 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 4241 members 
Mstep: Class 36 contains 14231 members 
Mstep: Class 37 contains 5962 members 
Mstep: Class 38 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240840.000000 Penalty: 129019.851562
Iteration 58Q: 39 clusters Score -1.112408e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 158996 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 68797 members 
Mstep: Class 5 contains 48913 members 
Mstep: Class 6 contains 8472 members 
Mstep: Class 7 contains 40914 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11415 members 
Mstep: Class 10 contains 6319 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 8359 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 81688 members 
Mstep: Class 17 contains 13076 members 
Mstep: Class 18 contains 124585 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 53110 members 
Mstep: Class 21 contains 20472 members 
Mstep: Class 22 contains 14399 members 
Mstep: Class 23 contains 3094 members 
Mstep: Class 24 contains 9003 members 
Mstep: Class 25 contains 15179 members 
Mstep: Class 26 contains 95877 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 5223 members 
Mstep: Class 29 contains 2287 members 
Mstep: Class 30 contains 7543 members 
Mstep: Class 31 contains 1876 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10385 members 
Mstep: Class 34 contains 2449 members 
Mstep: Class 35 contains 4257 members 
Mstep: Class 36 contains 14231 members 
Mstep: Class 37 contains 5965 members 
Mstep: Class 38 contains 8300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241272.000000 Penalty: 129019.851562
Iteration 59Q: 39 clusters Score -1.112413e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 159096 members 
Mstep: Class 3 contains 6621 members 
Mstep: Class 4 contains 68672 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 40865 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 11403 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 4242 members 
Mstep: Class 16 contains 81695 members 
Mstep: Class 17 contains 13044 members 
Mstep: Class 18 contains 124538 members 
Mstep: Class 19 contains 5399 members 
Mstep: Class 20 contains 53093 members 
Mstep: Class 21 contains 20548 members 
Mstep: Class 22 contains 14470 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 15210 members 
Mstep: Class 26 contains 95847 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 5220 members 
Mstep: Class 29 contains 2292 members 
Mstep: Class 30 contains 7445 members 
Mstep: Class 31 contains 1877 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10385 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 4265 members 
Mstep: Class 36 contains 14231 members 
Mstep: Class 37 contains 5972 members 
Mstep: Class 38 contains 8300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111243016.000000 Penalty: 129019.851562
Iteration 60F: 39 clusters Score -1.11243e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 159185 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 68508 members 
Mstep: Class 5 contains 48917 members 
Mstep: Class 6 contains 9019 members 
Mstep: Class 7 contains 40534 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 11392 members 
Mstep: Class 10 contains 6260 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 81694 members 
Mstep: Class 17 contains 13043 members 
Mstep: Class 18 contains 124474 members 
Mstep: Class 19 contains 5395 members 
Mstep: Class 20 contains 53073 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 14535 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 15238 members 
Mstep: Class 26 contains 95820 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 5202 members 
Mstep: Class 29 contains 2300 members 
Mstep: Class 30 contains 6885 members 
Mstep: Class 31 contains 1873 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10388 members 
Mstep: Class 34 contains 2471 members 
Mstep: Class 35 contains 4501 members 
Mstep: Class 36 contains 14230 members 
Mstep: Class 37 contains 5976 members 
Mstep: Class 38 contains 8298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244624.000000 Penalty: 129019.851562
Iteration 61Q: 39 clusters Score -1.112446e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 159299 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 68354 members 
Mstep: Class 5 contains 48921 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 40236 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 9 contains 11384 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 81701 members 
Mstep: Class 17 contains 13007 members 
Mstep: Class 18 contains 124383 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 53080 members 
Mstep: Class 21 contains 20661 members 
Mstep: Class 22 contains 14595 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 8997 members 
Mstep: Class 25 contains 15251 members 
Mstep: Class 26 contains 95792 members 
Mstep: Class 27 contains 2458 members 
Mstep: Class 28 contains 5176 members 
Mstep: Class 29 contains 2309 members 
Mstep: Class 30 contains 6405 members 
Mstep: Class 31 contains 1872 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10393 members 
Mstep: Class 34 contains 2501 members 
Mstep: Class 35 contains 4630 members 
Mstep: Class 36 contains 14234 members 
Mstep: Class 37 contains 5981 members 
Mstep: Class 38 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245640.000000 Penalty: 129019.851562
Iteration 62Q: 39 clusters Score -1.112456e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 159415 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 68208 members 
Mstep: Class 5 contains 48917 members 
Mstep: Class 6 contains 9734 members 
Mstep: Class 7 contains 39991 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 11380 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 8420 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 81702 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 124295 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 53089 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 14648 members 
Mstep: Class 23 contains 3655 members 
Mstep: Class 24 contains 8962 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 95789 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 2324 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10398 members 
Mstep: Class 34 contains 2519 members 
Mstep: Class 35 contains 4685 members 
Mstep: Class 36 contains 14240 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 8319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246520.000000 Penalty: 129019.851562
Iteration 63Q: 39 clusters Score -1.112465e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 159504 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 68092 members 
Mstep: Class 5 contains 48927 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 39797 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 11377 members 
Mstep: Class 10 contains 6221 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 8451 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 81713 members 
Mstep: Class 17 contains 12909 members 
Mstep: Class 18 contains 124231 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 53106 members 
Mstep: Class 21 contains 20747 members 
Mstep: Class 22 contains 14698 members 
Mstep: Class 23 contains 3794 members 
Mstep: Class 24 contains 8905 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 95794 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 5079 members 
Mstep: Class 29 contains 2337 members 
Mstep: Class 30 contains 5899 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10412 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 4693 members 
Mstep: Class 36 contains 14243 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 8343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247096.000000 Penalty: 129019.851562
Iteration 64Q: 39 clusters Score -1.112471e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 159605 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 67976 members 
Mstep: Class 5 contains 48945 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 39620 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 11376 members 
Mstep: Class 10 contains 6190 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 8506 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 81716 members 
Mstep: Class 17 contains 12890 members 
Mstep: Class 18 contains 124146 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 53114 members 
Mstep: Class 21 contains 20791 members 
Mstep: Class 22 contains 14743 members 
Mstep: Class 23 contains 3920 members 
Mstep: Class 24 contains 8846 members 
Mstep: Class 25 contains 15282 members 
Mstep: Class 26 contains 95779 members 
Mstep: Class 27 contains 2371 members 
Mstep: Class 28 contains 5003 members 
Mstep: Class 29 contains 2355 members 
Mstep: Class 30 contains 5780 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10419 members 
Mstep: Class 34 contains 2637 members 
Mstep: Class 35 contains 4701 members 
Mstep: Class 36 contains 14246 members 
Mstep: Class 37 contains 6002 members 
Mstep: Class 38 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248064.000000 Penalty: 129019.851562
Iteration 65Q: 39 clusters Score -1.112481e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 159696 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 67846 members 
Mstep: Class 5 contains 48939 members 
Mstep: Class 6 contains 10042 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11372 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 14 contains 8563 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 81730 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 18 contains 124101 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 53118 members 
Mstep: Class 21 contains 20824 members 
Mstep: Class 22 contains 14807 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 8799 members 
Mstep: Class 25 contains 15291 members 
Mstep: Class 26 contains 95788 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 4923 members 
Mstep: Class 29 contains 2365 members 
Mstep: Class 30 contains 5689 members 
Mstep: Class 31 contains 1868 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10428 members 
Mstep: Class 34 contains 2696 members 
Mstep: Class 35 contains 4707 members 
Mstep: Class 36 contains 14248 members 
Mstep: Class 37 contains 6010 members 
Mstep: Class 38 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248712.000000 Penalty: 129019.851562
Iteration 66Q: 39 clusters Score -1.112487e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 159802 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 67693 members 
Mstep: Class 5 contains 48931 members 
Mstep: Class 6 contains 10062 members 
Mstep: Class 7 contains 39275 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 1842 members 
Mstep: Class 14 contains 8627 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 81735 members 
Mstep: Class 17 contains 12870 members 
Mstep: Class 18 contains 124045 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 53124 members 
Mstep: Class 21 contains 20859 members 
Mstep: Class 22 contains 14881 members 
Mstep: Class 23 contains 4139 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 15299 members 
Mstep: Class 26 contains 95790 members 
Mstep: Class 27 contains 2378 members 
Mstep: Class 28 contains 4871 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 5645 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 10437 members 
Mstep: Class 34 contains 2701 members 
Mstep: Class 35 contains 4710 members 
Mstep: Class 36 contains 14251 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249184.000000 Penalty: 129019.851562
Iteration 67Q: 39 clusters Score -1.112492e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 159879 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 67524 members 
Mstep: Class 5 contains 48913 members 
Mstep: Class 6 contains 10092 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11368 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 81724 members 
Mstep: Class 17 contains 12847 members 
Mstep: Class 18 contains 124018 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 53126 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 14979 members 
Mstep: Class 23 contains 4225 members 
Mstep: Class 24 contains 8700 members 
Mstep: Class 25 contains 15306 members 
Mstep: Class 26 contains 95781 members 
Mstep: Class 27 contains 2407 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 2399 members 
Mstep: Class 30 contains 5615 members 
Mstep: Class 31 contains 1866 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 10450 members 
Mstep: Class 34 contains 2715 members 
Mstep: Class 35 contains 4711 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249160.000000 Penalty: 129019.851562
Iteration 68Q: 39 clusters Score -1.112492e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 159924 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 67385 members 
Mstep: Class 5 contains 48905 members 
Mstep: Class 6 contains 10111 members 
Mstep: Class 7 contains 39032 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 14 contains 8702 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 81722 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 123997 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 20935 members 
Mstep: Class 22 contains 15055 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 15314 members 
Mstep: Class 26 contains 95780 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 2414 members 
Mstep: Class 30 contains 5596 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 10458 members 
Mstep: Class 34 contains 2715 members 
Mstep: Class 35 contains 4712 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 8402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249160.000000 Penalty: 129019.851562
Iteration 69Q: 39 clusters Score -1.112492e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 159991 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 67265 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 6 contains 10113 members 
Mstep: Class 7 contains 38936 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11363 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 8719 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 81726 members 
Mstep: Class 17 contains 12809 members 
Mstep: Class 18 contains 123982 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 53132 members 
Mstep: Class 21 contains 20970 members 
Mstep: Class 22 contains 15115 members 
Mstep: Class 23 contains 4310 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 95772 members 
Mstep: Class 27 contains 2468 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 2427 members 
Mstep: Class 30 contains 5589 members 
Mstep: Class 31 contains 1868 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 10470 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4722 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6030 members 
Mstep: Class 38 contains 8408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249016.000000 Penalty: 129019.851562
Iteration 70Q: 39 clusters Score -1.11249e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 160060 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 67144 members 
Mstep: Class 5 contains 48913 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 38862 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1807 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 81733 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 123948 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 53135 members 
Mstep: Class 21 contains 21013 members 
Mstep: Class 22 contains 15171 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 15304 members 
Mstep: Class 26 contains 95775 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 5582 members 
Mstep: Class 31 contains 1868 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10484 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 4724 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6031 members 
Mstep: Class 38 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249248.000000 Penalty: 129019.851562
Iteration 71Q: 39 clusters Score -1.112492e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 160129 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 67038 members 
Mstep: Class 5 contains 48906 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 38784 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 8752 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 81737 members 
Mstep: Class 17 contains 12734 members 
Mstep: Class 18 contains 123914 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 21046 members 
Mstep: Class 22 contains 15224 members 
Mstep: Class 23 contains 4386 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 15312 members 
Mstep: Class 26 contains 95768 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 4769 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 5575 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10489 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6034 members 
Mstep: Class 38 contains 8420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249520.000000 Penalty: 129019.851562
Iteration 72Q: 39 clusters Score -1.112495e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 160171 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 66953 members 
Mstep: Class 5 contains 48902 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 38695 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 8756 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 81742 members 
Mstep: Class 17 contains 12719 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 53130 members 
Mstep: Class 21 contains 21071 members 
Mstep: Class 22 contains 15264 members 
Mstep: Class 23 contains 4403 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 15326 members 
Mstep: Class 26 contains 95768 members 
Mstep: Class 27 contains 2549 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 5567 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10495 members 
Mstep: Class 34 contains 2727 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6032 members 
Mstep: Class 38 contains 8424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249400.000000 Penalty: 129019.851562
Iteration 73Q: 39 clusters Score -1.112494e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 160199 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 66879 members 
Mstep: Class 5 contains 48896 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 38617 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11353 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 8763 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 81749 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 123847 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 21100 members 
Mstep: Class 22 contains 15296 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 15327 members 
Mstep: Class 26 contains 95772 members 
Mstep: Class 27 contains 2565 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 5562 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10498 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 4723 members 
Mstep: Class 36 contains 14254 members 
Mstep: Class 37 contains 6036 members 
Mstep: Class 38 contains 8432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249456.000000 Penalty: 129019.851562
Iteration 74Q: 39 clusters Score -1.112495e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 160228 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 66799 members 
Mstep: Class 5 contains 48887 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 38537 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 81751 members 
Mstep: Class 17 contains 12684 members 
Mstep: Class 18 contains 123827 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 21131 members 
Mstep: Class 22 contains 15344 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 8596 members 
Mstep: Class 25 contains 15326 members 
Mstep: Class 26 contains 95767 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 4741 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 1868 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 10512 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 4719 members 
Mstep: Class 36 contains 14254 members 
Mstep: Class 37 contains 6039 members 
Mstep: Class 38 contains 8435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249432.000000 Penalty: 129019.851562
Iteration 75Q: 39 clusters Score -1.112494e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 160252 members 
Mstep: Class 3 contains 6717 members 
Mstep: Class 4 contains 66719 members 
Mstep: Class 5 contains 48883 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 38481 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11342 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 8772 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12675 members 
Mstep: Class 18 contains 123797 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 53132 members 
Mstep: Class 21 contains 21163 members 
Mstep: Class 22 contains 15391 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 8592 members 
Mstep: Class 25 contains 15323 members 
Mstep: Class 26 contains 95759 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 4740 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 5523 members 
Mstep: Class 31 contains 1868 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 10521 members 
Mstep: Class 34 contains 2728 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14253 members 
Mstep: Class 37 contains 6039 members 
Mstep: Class 38 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249768.000000 Penalty: 129019.851562
Iteration 76Q: 39 clusters Score -1.112498e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 160270 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 66638 members 
Mstep: Class 5 contains 48876 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 38422 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11338 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 81763 members 
Mstep: Class 17 contains 12647 members 
Mstep: Class 18 contains 123776 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 53130 members 
Mstep: Class 21 contains 21194 members 
Mstep: Class 22 contains 15437 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 15327 members 
Mstep: Class 26 contains 95769 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 4740 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 5503 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 10528 members 
Mstep: Class 34 contains 2718 members 
Mstep: Class 35 contains 4723 members 
Mstep: Class 36 contains 14257 members 
Mstep: Class 37 contains 6038 members 
Mstep: Class 38 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249888.000000 Penalty: 129019.851562
Iteration 77Q: 39 clusters Score -1.112499e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 160302 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 66547 members 
Mstep: Class 5 contains 48877 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 38372 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 6047 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 8781 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 81762 members 
Mstep: Class 17 contains 12609 members 
Mstep: Class 18 contains 123759 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 53130 members 
Mstep: Class 21 contains 21217 members 
Mstep: Class 22 contains 15483 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 15333 members 
Mstep: Class 26 contains 95774 members 
Mstep: Class 27 contains 2745 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 5488 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10536 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 4722 members 
Mstep: Class 36 contains 14257 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249976.000000 Penalty: 129019.851562
Iteration 78Q: 39 clusters Score -1.1125e+08 nChanged 552
Entering ConstructFrom: 
Score: -111249976.000000 Penalty: 129019.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1141706.250000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1141706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1134498.250000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1134498 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1136696.875000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1136697 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1137199.250000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1137199 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1137589.000000 Penalty: 4535.788086
	Iteration 3F: 3 clusters Score -1137589 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1137957.250000 Penalty: 4535.788086
	Iteration 4F: 3 clusters Score -1137957 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1138319.750000 Penalty: 4535.788086
	Iteration 5F: 3 clusters Score -1138320 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1138617.500000 Penalty: 4535.788086
	Iteration 6Q: 3 clusters Score -1138618 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1138934.875000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1138935 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1139190.125000 Penalty: 4535.788086
	Iteration 8Q: 3 clusters Score -1139190 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1139364.375000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1139364 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1139512.125000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1139512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1139658.250000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1139658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1139760.625000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1139761 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1139834.125000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1139834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1139883.875000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1139884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1139929.000000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1139929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1139973.375000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1139973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1140016.625000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1140017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1140075.625000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1140076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1140131.875000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1140132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1140213.000000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1140213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1140284.125000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1140284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1140327.250000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1140327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1140362.750000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1140363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1140382.750000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1140383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1140397.500000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1140398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1140410.625000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1140411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1140421.875000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1140422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1140429.125000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1140429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1140432.000000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1140432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1140433.625000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1140434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1140434.750000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1140435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1140435.250000 Penalty: 4535.788086
	Iteration 32Q: 3 clusters Score -1140435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1140433.750000 Penalty: 4535.788086
	Iteration 33Q: 3 clusters Score -1140434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1140433.750000 Penalty: 4535.788086
	Iteration 34F: 3 clusters Score -1140434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Entering Unmasked Estep 
Score: -21009878.000000 Penalty: 2972.265137
	Iteration 0F: 2 clusters Score -2.100988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -20902572.000000 Penalty: 5944.530273
	Iteration 0F: 3 clusters Score -2.090257e+07 nChanged 76837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -20947358.000000 Penalty: 5944.530273
	Iteration 1F: 3 clusters Score -2.094736e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -20948794.000000 Penalty: 5944.530273
	Iteration 2Q: 3 clusters Score -2.094879e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -20950828.000000 Penalty: 5944.530273
	Iteration 3Q: 3 clusters Score -2.095083e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -20953640.000000 Penalty: 5944.530273
	Iteration 4Q: 3 clusters Score -2.095364e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -20958554.000000 Penalty: 5944.530273
	Iteration 5F: 3 clusters Score -2.095855e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114267 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -20966074.000000 Penalty: 5944.530273
	Iteration 6F: 3 clusters Score -2.096607e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126936 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -20976602.000000 Penalty: 5944.530273
	Iteration 7F: 3 clusters Score -2.09766e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139625 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -20988236.000000 Penalty: 5944.530273
	Iteration 8F: 3 clusters Score -2.098824e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -20997538.000000 Penalty: 5944.530273
	Iteration 9F: 3 clusters Score -2.099754e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -21003092.000000 Penalty: 5944.530273
	Iteration 10Q: 3 clusters Score -2.100309e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21005618.000000 Penalty: 5944.530273
	Iteration 11Q: 3 clusters Score -2.100562e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21006570.000000 Penalty: 5944.530273
	Iteration 12Q: 3 clusters Score -2.100657e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21006974.000000 Penalty: 5944.530273
	Iteration 13Q: 3 clusters Score -2.100697e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21007100.000000 Penalty: 5944.530273
	Iteration 14Q: 3 clusters Score -2.10071e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21007232.000000 Penalty: 5944.530273
	Iteration 15Q: 3 clusters Score -2.100723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159888 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21007284.000000 Penalty: 5944.530273
	Iteration 16Q: 3 clusters Score -2.100728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21007322.000000 Penalty: 5944.530273
	Iteration 17Q: 3 clusters Score -2.100732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21007360.000000 Penalty: 5944.530273
	Iteration 18Q: 3 clusters Score -2.100736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159923 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21007372.000000 Penalty: 5944.530273
	Iteration 19Q: 3 clusters Score -2.100737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159929 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21007382.000000 Penalty: 5944.530273
	Iteration 20F: 3 clusters Score -2.100738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21007376.000000 Penalty: 5944.530273
	Iteration 21Q: 3 clusters Score -2.100738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21007392.000000 Penalty: 5944.530273
	Iteration 22Q: 3 clusters Score -2.100739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21007382.000000 Penalty: 5944.530273
	Iteration 23Q: 3 clusters Score -2.100738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21007390.000000 Penalty: 5944.530273
	Iteration 24Q: 3 clusters Score -2.100739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21007390.000000 Penalty: 5944.530273
	Iteration 25F: 3 clusters Score -2.100739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -843668.125000 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -843668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -838081.062500 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -838081.1 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -839576.812500 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -839576.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -839884.312500 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -839884.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -840139.937500 Penalty: 4371.981445
	Iteration 3F: 3 clusters Score -840139.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -840357.500000 Penalty: 4371.981445
	Iteration 4F: 3 clusters Score -840357.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -840529.312500 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -840529.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -840713.250000 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -840713.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -840887.625000 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -840887.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -841051.500000 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -841051.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -841201.437500 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -841201.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -841361.625000 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -841361.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -841487.125000 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -841487.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -841583.812500 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -841583.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -841656.562500 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -841656.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -841718.687500 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -841718.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -841769.375000 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -841769.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -841818.062500 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -841818.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -841857.437500 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -841857.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -841887.187500 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -841887.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -841910.375000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -841910.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -841935.875000 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -841935.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -841953.437500 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -841953.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -841960.937500 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -841960.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -841971.812500 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -841971.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -841979.875000 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -841979.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -841982.312500 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -841982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -841988.125000 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -841988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -841989.562500 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -841989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -841998.062500 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -841998.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -842005.750000 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -842005.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -842013.125000 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -842013.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -842022.437500 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -842022.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -842034.625000 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -842034.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -842044.187500 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -842044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -842051.125000 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -842051.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -842057.125000 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -842057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -842060.375000 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -842060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -842063.500000 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -842063.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -842070.687500 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -842070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -842075.125000 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -842075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -842078.812500 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -842078.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -842086.250000 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -842086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -842088.375000 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -842088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -842093.250000 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -842093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -842098.375000 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -842098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -842100.812500 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -842100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -842105.125000 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -842105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -842107.750000 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -842107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -842112.000000 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -842112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -842116.812500 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -842116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -842117.500000 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -842117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -842121.937500 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -842121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -842123.187500 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -842123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -842123.000000 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -842123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -842125.062500 Penalty: 4371.981445
	Iteration 54Q: 3 clusters Score -842125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -842124.375000 Penalty: 4371.981445
	Iteration 55Q: 3 clusters Score -842124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -842124.375000 Penalty: 4371.981445
	Iteration 56F: 3 clusters Score -842124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Entering Unmasked Estep 
Score: -8562869.000000 Penalty: 2753.921143
	Iteration 0F: 2 clusters Score -8562869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -8518300.000000 Penalty: 5507.842285
	Iteration 0F: 3 clusters Score -8518300 nChanged 30991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8535964.000000 Penalty: 5507.842285
	Iteration 1F: 3 clusters Score -8535964 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -8537276.000000 Penalty: 5507.842285
	Iteration 2Q: 3 clusters Score -8537276 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -8539037.000000 Penalty: 5507.842285
	Iteration 3F: 3 clusters Score -8539037 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -8541619.000000 Penalty: 5507.842285
	Iteration 4F: 3 clusters Score -8541619 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8544693.000000 Penalty: 5507.842285
	Iteration 5F: 3 clusters Score -8544693 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -8548033.000000 Penalty: 5507.842285
	Iteration 6F: 3 clusters Score -8548033 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8550806.000000 Penalty: 5507.842285
	Iteration 7F: 3 clusters Score -8550806 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8552506.000000 Penalty: 5507.842285
	Iteration 8F: 3 clusters Score -8552506 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -8553448.000000 Penalty: 5507.842285
	Iteration 9Q: 3 clusters Score -8553448 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -8553958.000000 Penalty: 5507.842285
	Iteration 10Q: 3 clusters Score -8553958 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8554193.000000 Penalty: 5507.842285
	Iteration 11Q: 3 clusters Score -8554193 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -8554389.000000 Penalty: 5507.842285
	Iteration 12Q: 3 clusters Score -8554389 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8554594.000000 Penalty: 5507.842285
	Iteration 13Q: 3 clusters Score -8554594 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -8554734.000000 Penalty: 5507.842285
	Iteration 14Q: 3 clusters Score -8554734 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -8554885.000000 Penalty: 5507.842285
	Iteration 15Q: 3 clusters Score -8554885 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -8555115.000000 Penalty: 5507.842285
	Iteration 16Q: 3 clusters Score -8555115 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -8555358.000000 Penalty: 5507.842285
	Iteration 17Q: 3 clusters Score -8555358 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -8555602.000000 Penalty: 5507.842285
	Iteration 18Q: 3 clusters Score -8555602 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -8555840.000000 Penalty: 5507.842285
	Iteration 19Q: 3 clusters Score -8555840 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -8556149.000000 Penalty: 5507.842285
	Iteration 20F: 3 clusters Score -8556149 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -8556555.000000 Penalty: 5507.842285
	Iteration 21Q: 3 clusters Score -8556555 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -8556934.000000 Penalty: 5507.842285
	Iteration 22Q: 3 clusters Score -8556934 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8557358.000000 Penalty: 5507.842285
	Iteration 23Q: 3 clusters Score -8557358 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -8557740.000000 Penalty: 5507.842285
	Iteration 24Q: 3 clusters Score -8557740 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -8558236.000000 Penalty: 5507.842285
	Iteration 25Q: 3 clusters Score -8558236 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8558725.000000 Penalty: 5507.842285
	Iteration 26Q: 3 clusters Score -8558725 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8559122.000000 Penalty: 5507.842285
	Iteration 27Q: 3 clusters Score -8559122 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -8559491.000000 Penalty: 5507.842285
	Iteration 28Q: 3 clusters Score -8559491 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8559828.000000 Penalty: 5507.842285
	Iteration 29Q: 3 clusters Score -8559828 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8560091.000000 Penalty: 5507.842285
	Iteration 30Q: 3 clusters Score -8560091 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8560307.000000 Penalty: 5507.842285
	Iteration 31Q: 3 clusters Score -8560307 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8560504.000000 Penalty: 5507.842285
	Iteration 32Q: 3 clusters Score -8560504 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8560634.000000 Penalty: 5507.842285
	Iteration 33Q: 3 clusters Score -8560634 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8560700.000000 Penalty: 5507.842285
	Iteration 34Q: 3 clusters Score -8560700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8560771.000000 Penalty: 5507.842285
	Iteration 35Q: 3 clusters Score -8560771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8560872.000000 Penalty: 5507.842285
	Iteration 36Q: 3 clusters Score -8560872 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8560917.000000 Penalty: 5507.842285
	Iteration 37Q: 3 clusters Score -8560917 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8560970.000000 Penalty: 5507.842285
	Iteration 38Q: 3 clusters Score -8560970 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8561030.000000 Penalty: 5507.842285
	Iteration 39Q: 3 clusters Score -8561030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8561075.000000 Penalty: 5507.842285
	Iteration 40F: 3 clusters Score -8561075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8561098.000000 Penalty: 5507.842285
	Iteration 41Q: 3 clusters Score -8561098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8561144.000000 Penalty: 5507.842285
	Iteration 42Q: 3 clusters Score -8561144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8561176.000000 Penalty: 5507.842285
	Iteration 43Q: 3 clusters Score -8561176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8561188.000000 Penalty: 5507.842285
	Iteration 44Q: 3 clusters Score -8561188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8561195.000000 Penalty: 5507.842285
	Iteration 45Q: 3 clusters Score -8561195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8561197.000000 Penalty: 5507.842285
	Iteration 46Q: 3 clusters Score -8561197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8561205.000000 Penalty: 5507.842285
	Iteration 47Q: 3 clusters Score -8561205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8561214.000000 Penalty: 5507.842285
	Iteration 48Q: 3 clusters Score -8561214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8561210.000000 Penalty: 5507.842285
	Iteration 49Q: 3 clusters Score -8561210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8561207.000000 Penalty: 5507.842285
	Iteration 50Q: 3 clusters Score -8561207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8561208.000000 Penalty: 5507.842285
	Iteration 51Q: 3 clusters Score -8561208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8561212.000000 Penalty: 5507.842285
	Iteration 52Q: 3 clusters Score -8561212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8561224.000000 Penalty: 5507.842285
	Iteration 53Q: 3 clusters Score -8561224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8561232.000000 Penalty: 5507.842285
	Iteration 54Q: 3 clusters Score -8561232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8561227.000000 Penalty: 5507.842285
	Iteration 55Q: 3 clusters Score -8561227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8561223.000000 Penalty: 5507.842285
	Iteration 56Q: 3 clusters Score -8561223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8561236.000000 Penalty: 5507.842285
	Iteration 57Q: 3 clusters Score -8561236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8561238.000000 Penalty: 5507.842285
	Iteration 58Q: 3 clusters Score -8561238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8561241.000000 Penalty: 5507.842285
	Iteration 59Q: 3 clusters Score -8561241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8561242.000000 Penalty: 5507.842285
	Iteration 60F: 3 clusters Score -8561242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8561258.000000 Penalty: 5507.842285
	Iteration 61Q: 3 clusters Score -8561258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8561257.000000 Penalty: 5507.842285
	Iteration 62Q: 3 clusters Score -8561257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8561272.000000 Penalty: 5507.842285
	Iteration 63Q: 3 clusters Score -8561272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8561264.000000 Penalty: 5507.842285
	Iteration 64Q: 3 clusters Score -8561264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8561264.000000 Penalty: 5507.842285
	Iteration 65Q: 3 clusters Score -8561264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8561272.000000 Penalty: 5507.842285
	Iteration 66Q: 3 clusters Score -8561272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8561268.000000 Penalty: 5507.842285
	Iteration 67Q: 3 clusters Score -8561268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8561268.000000 Penalty: 5507.842285
	Iteration 68Q: 3 clusters Score -8561268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8561272.000000 Penalty: 5507.842285
	Iteration 69Q: 3 clusters Score -8561272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8561269.000000 Penalty: 5507.842285
	Iteration 70Q: 3 clusters Score -8561269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8561275.000000 Penalty: 5507.842285
	Iteration 71Q: 3 clusters Score -8561275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8561272.000000 Penalty: 5507.842285
	Iteration 72Q: 3 clusters Score -8561272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8561267.000000 Penalty: 5507.842285
	Iteration 73Q: 3 clusters Score -8561267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8561269.000000 Penalty: 5507.842285
	Iteration 74Q: 3 clusters Score -8561269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8561267.000000 Penalty: 5507.842285
	Iteration 75Q: 3 clusters Score -8561267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8561267.000000 Penalty: 5507.842285
	Iteration 76F: 3 clusters Score -8561267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Entering Unmasked Estep 
Score: -6312734.500000 Penalty: 2677.696777
	Iteration 0F: 2 clusters Score -6312734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -6279758.000000 Penalty: 5355.393555
	Iteration 0F: 3 clusters Score -6279758 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -6292731.500000 Penalty: 5355.393555
	Iteration 1F: 3 clusters Score -6292732 nChanged 2830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -6294521 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -6297420 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6301112 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6304086.500000 Penalty: 5355.393555
	Iteration 5F: 3 clusters Score -6304086 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -6305791.500000 Penalty: 5355.393555
	Iteration 6F: 3 clusters Score -6305792 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6306610 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6306953 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -6307161.500000 Penalty: 5355.393555
	Iteration 9Q: 3 clusters Score -6307162 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -6307231.000000 Penalty: 5355.393555
	Iteration 10Q: 3 clusters Score -6307231 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -6307283.000000 Penalty: 5355.393555
	Iteration 11Q: 3 clusters Score -6307283 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6307291.500000 Penalty: 5355.393555
	Iteration 12Q: 3 clusters Score -6307292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6307313.000000 Penalty: 5355.393555
	Iteration 13Q: 3 clusters Score -6307313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6307307.500000 Penalty: 5355.393555
	Iteration 14Q: 3 clusters Score -6307308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -6307318.000000 Penalty: 5355.393555
	Iteration 15Q: 3 clusters Score -6307318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6307336.000000 Penalty: 5355.393555
	Iteration 16Q: 3 clusters Score -6307336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -6307328.000000 Penalty: 5355.393555
	Iteration 17Q: 3 clusters Score -6307328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6307360.500000 Penalty: 5355.393555
	Iteration 18Q: 3 clusters Score -6307360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -6307360.500000 Penalty: 5355.393555
	Iteration 19Q: 3 clusters Score -6307360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6307364.500000 Penalty: 5355.393555
	Iteration 20F: 3 clusters Score -6307364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6307372.000000 Penalty: 5355.393555
	Iteration 21Q: 3 clusters Score -6307372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6307377.500000 Penalty: 5355.393555
	Iteration 22Q: 3 clusters Score -6307378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -6307388.000000 Penalty: 5355.393555
	Iteration 23Q: 3 clusters Score -6307388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -6307384.500000 Penalty: 5355.393555
	Iteration 24Q: 3 clusters Score -6307384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6307387.500000 Penalty: 5355.393555
	Iteration 25Q: 3 clusters Score -6307388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -6307376.000000 Penalty: 5355.393555
	Iteration 26Q: 3 clusters Score -6307376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6307362.000000 Penalty: 5355.393555
	Iteration 27Q: 3 clusters Score -6307362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -6307371.500000 Penalty: 5355.393555
	Iteration 28Q: 3 clusters Score -6307372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6307385.000000 Penalty: 5355.393555
	Iteration 29Q: 3 clusters Score -6307385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -6307394.500000 Penalty: 5355.393555
	Iteration 30Q: 3 clusters Score -6307394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6307392.500000 Penalty: 5355.393555
	Iteration 31Q: 3 clusters Score -6307392 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6307402.000000 Penalty: 5355.393555
	Iteration 32Q: 3 clusters Score -6307402 nChanged 100
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Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6307410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6307423 nChanged 131
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Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6307441 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6307437 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -6307461.500000 Penalty: 5355.393555
	Iteration 37Q: 3 clusters Score -6307462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6307486 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -6307512.500000 Penalty: 5355.393555
	Iteration 39Q: 3 clusters Score -6307512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6307511.000000 Penalty: 5355.393555
	Iteration 40F: 3 clusters Score -6307511 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -6307543.500000 Penalty: 5355.393555
	Iteration 41Q: 3 clusters Score -6307544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6307562 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6307572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6307594.500000 Penalty: 5355.393555
	Iteration 44Q: 3 clusters Score -6307594 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -6307631.500000 Penalty: 5355.393555
	Iteration 45Q: 3 clusters Score -6307632 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6307636 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -6307687.500000 Penalty: 5355.393555
	Iteration 47Q: 3 clusters Score -6307688 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6307728 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -6307806.500000 Penalty: 5355.393555
	Iteration 49Q: 3 clusters Score -6307806 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6307872.000000 Penalty: 5355.393555
	Iteration 50Q: 3 clusters Score -6307872 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6307934 nChanged 518
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Mstep: Class 1 contains 29429 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6307982 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6308092 nChanged 530
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Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -6308183.500000 Penalty: 5355.393555
	Iteration 54Q: 3 clusters Score -6308184 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6308261 nChanged 560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -6308353.000000 Penalty: 5355.393555
	Iteration 56Q: 3 clusters Score -6308353 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6308452.000000 Penalty: 5355.393555
	Iteration 57Q: 3 clusters Score -6308452 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -6308551.500000 Penalty: 5355.393555
	Iteration 58Q: 3 clusters Score -6308552 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -6308675.000000 Penalty: 5355.393555
	Iteration 59Q: 3 clusters Score -6308675 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -6308759.500000 Penalty: 5355.393555
	Iteration 60F: 3 clusters Score -6308760 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6308888 nChanged 577
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -6308999.000000 Penalty: 5355.393555
	Iteration 62Q: 3 clusters Score -6308999 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -6309083.000000 Penalty: 5355.393555
	Iteration 63Q: 3 clusters Score -6309083 nChanged 553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6309192.000000 Penalty: 5355.393555
	Iteration 64Q: 3 clusters Score -6309192 nChanged 549
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -6309277.000000 Penalty: 5355.393555
	Iteration 65Q: 3 clusters Score -6309277 nChanged 535
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Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -6309403.500000 Penalty: 5355.393555
	Iteration 66Q: 3 clusters Score -6309404 nChanged 518
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -6309519.500000 Penalty: 5355.393555
	Iteration 67Q: 3 clusters Score -6309520 nChanged 516
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -6309621.000000 Penalty: 5355.393555
	Iteration 68Q: 3 clusters Score -6309621 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6309721 nChanged 487
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Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -6309831.000000 Penalty: 5355.393555
	Iteration 70Q: 3 clusters Score -6309831 nChanged 477
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Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -6309914.500000 Penalty: 5355.393555
	Iteration 71Q: 3 clusters Score -6309914 nChanged 429
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -6309966.500000 Penalty: 5355.393555
	Iteration 72Q: 3 clusters Score -6309966 nChanged 389
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Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6310078.000000 Penalty: 5355.393555
	Iteration 73Q: 3 clusters Score -6310078 nChanged 350
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Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6310130.000000 Penalty: 5355.393555
	Iteration 74Q: 3 clusters Score -6310130 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6310190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -6310258.000000 Penalty: 5355.393555
	Iteration 76Q: 3 clusters Score -6310258 nChanged 289
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Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -6310292.000000 Penalty: 5355.393555
	Iteration 77Q: 3 clusters Score -6310292 nChanged 271
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Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -6310345.000000 Penalty: 5355.393555
	Iteration 78Q: 3 clusters Score -6310345 nChanged 235
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Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -6310370.000000 Penalty: 5355.393555
	Iteration 79Q: 3 clusters Score -6310370 nChanged 222
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Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -6310423.000000 Penalty: 5355.393555
	Iteration 80F: 3 clusters Score -6310423 nChanged 206
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Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6310474.500000 Penalty: 5355.393555
	Iteration 81Q: 3 clusters Score -6310474 nChanged 183
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Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6310497 nChanged 178
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Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6310537 nChanged 173
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Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6310574 nChanged 148
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Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6310601 nChanged 141
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Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -6310620.500000 Penalty: 5355.393555
	Iteration 86Q: 3 clusters Score -6310620 nChanged 115
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Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -6310639.500000 Penalty: 5355.393555
	Iteration 87Q: 3 clusters Score -6310640 nChanged 100
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Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6310630.500000 Penalty: 5355.393555
	Iteration 88Q: 3 clusters Score -6310630 nChanged 95
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Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6310651.500000 Penalty: 5355.393555
	Iteration 89Q: 3 clusters Score -6310652 nChanged 100
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Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -6310666.500000 Penalty: 5355.393555
	Iteration 90Q: 3 clusters Score -6310666 nChanged 112
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Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -6310691.500000 Penalty: 5355.393555
	Iteration 91Q: 3 clusters Score -6310692 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6310694.500000 Penalty: 5355.393555
	Iteration 92Q: 3 clusters Score -6310694 nChanged 98
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Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6310722.000000 Penalty: 5355.393555
	Iteration 93Q: 3 clusters Score -6310722 nChanged 86
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6310742 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44398 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6310751 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6310764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6310778 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6310794.500000 Penalty: 5355.393555
	Iteration 98Q: 3 clusters Score -6310794 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6310819.000000 Penalty: 5355.393555
	Iteration 99Q: 3 clusters Score -6310819 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6310813.000000 Penalty: 5355.393555
	Iteration 100F: 3 clusters Score -6310813 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6310829 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6310836 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6310838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6310854 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6310856 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6310862 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6310874.500000 Penalty: 5355.393555
	Iteration 107Q: 3 clusters Score -6310874 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6310878 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6310902.000000 Penalty: 5355.393555
	Iteration 109Q: 3 clusters Score -6310902 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6310903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6310903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6310902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6310911.500000 Penalty: 5355.393555
	Iteration 113Q: 3 clusters Score -6310912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6310909.500000 Penalty: 5355.393555
	Iteration 114Q: 3 clusters Score -6310910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6310904.000000 Penalty: 5355.393555
	Iteration 115Q: 3 clusters Score -6310904 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6310910 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6310916.500000 Penalty: 5355.393555
	Iteration 117Q: 3 clusters Score -6310916 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6310923.000000 Penalty: 5355.393555
	Iteration 118Q: 3 clusters Score -6310923 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6310921.000000 Penalty: 5355.393555
	Iteration 119Q: 3 clusters Score -6310921 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6310924.500000 Penalty: 5355.393555
	Iteration 120F: 3 clusters Score -6310924 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6310930.000000 Penalty: 5355.393555
	Iteration 121Q: 3 clusters Score -6310930 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6310930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6310930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6310930.000000 Penalty: 5355.393555
	Iteration 124Q: 3 clusters Score -6310930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6310937.000000 Penalty: 5355.393555
	Iteration 125Q: 3 clusters Score -6310937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6310940.000000 Penalty: 5355.393555
	Iteration 126Q: 3 clusters Score -6310940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6310938.000000 Penalty: 5355.393555
	Iteration 127Q: 3 clusters Score -6310938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6310934.000000 Penalty: 5355.393555
	Iteration 128Q: 3 clusters Score -6310934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6310937.500000 Penalty: 5355.393555
	Iteration 129Q: 3 clusters Score -6310938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6310938.500000 Penalty: 5355.393555
	Iteration 130Q: 3 clusters Score -6310938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6310933.500000 Penalty: 5355.393555
	Iteration 131Q: 3 clusters Score -6310934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6310937.500000 Penalty: 5355.393555
	Iteration 132Q: 3 clusters Score -6310938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6310943.000000 Penalty: 5355.393555
	Iteration 133Q: 3 clusters Score -6310943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6310935.000000 Penalty: 5355.393555
	Iteration 134Q: 3 clusters Score -6310935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6310934.500000 Penalty: 5355.393555
	Iteration 135Q: 3 clusters Score -6310934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6310934.000000 Penalty: 5355.393555
	Iteration 136Q: 3 clusters Score -6310934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6310943.500000 Penalty: 5355.393555
	Iteration 137Q: 3 clusters Score -6310944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6310949.000000 Penalty: 5355.393555
	Iteration 138Q: 3 clusters Score -6310949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6310950.500000 Penalty: 5355.393555
	Iteration 139Q: 3 clusters Score -6310950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -6310952.500000 Penalty: 5355.393555
	Iteration 140F: 3 clusters Score -6310952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -6310958.500000 Penalty: 5355.393555
	Iteration 141Q: 3 clusters Score -6310958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6310957.500000 Penalty: 5355.393555
	Iteration 142Q: 3 clusters Score -6310958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6310958.500000 Penalty: 5355.393555
	Iteration 143Q: 3 clusters Score -6310958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6310952.500000 Penalty: 5355.393555
	Iteration 144Q: 3 clusters Score -6310952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6310958.000000 Penalty: 5355.393555
	Iteration 145Q: 3 clusters Score -6310958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6310955.500000 Penalty: 5355.393555
	Iteration 146Q: 3 clusters Score -6310956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6310955.500000 Penalty: 5355.393555
	Iteration 147Q: 3 clusters Score -6310956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6310956.500000 Penalty: 5355.393555
	Iteration 148Q: 3 clusters Score -6310956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6310962.000000 Penalty: 5355.393555
	Iteration 149Q: 3 clusters Score -6310962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6310963.500000 Penalty: 5355.393555
	Iteration 150Q: 3 clusters Score -6310964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6310961.500000 Penalty: 5355.393555
	Iteration 151Q: 3 clusters Score -6310962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -6310963.000000 Penalty: 5355.393555
	Iteration 152Q: 3 clusters Score -6310963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6310967.500000 Penalty: 5355.393555
	Iteration 153Q: 3 clusters Score -6310968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6310961.500000 Penalty: 5355.393555
	Iteration 154Q: 3 clusters Score -6310962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6310966.500000 Penalty: 5355.393555
	Iteration 155Q: 3 clusters Score -6310966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6310964.500000 Penalty: 5355.393555
	Iteration 156Q: 3 clusters Score -6310964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6310963.500000 Penalty: 5355.393555
	Iteration 157Q: 3 clusters Score -6310964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6310973.000000 Penalty: 5355.393555
	Iteration 158Q: 3 clusters Score -6310973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6310973.000000 Penalty: 5355.393555
	Iteration 159Q: 3 clusters Score -6310973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6310978.500000 Penalty: 5355.393555
	Iteration 160F: 3 clusters Score -6310978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6310977.500000 Penalty: 5355.393555
	Iteration 161Q: 3 clusters Score -6310978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6310981.000000 Penalty: 5355.393555
	Iteration 162Q: 3 clusters Score -6310981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6310982.000000 Penalty: 5355.393555
	Iteration 163Q: 3 clusters Score -6310982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6310986.500000 Penalty: 5355.393555
	Iteration 164Q: 3 clusters Score -6310986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6310987.500000 Penalty: 5355.393555
	Iteration 165Q: 3 clusters Score -6310988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6310982.000000 Penalty: 5355.393555
	Iteration 166Q: 3 clusters Score -6310982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6310982.500000 Penalty: 5355.393555
	Iteration 167Q: 3 clusters Score -6310982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6310995.000000 Penalty: 5355.393555
	Iteration 168Q: 3 clusters Score -6310995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6310987.000000 Penalty: 5355.393555
	Iteration 169Q: 3 clusters Score -6310987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6310990.000000 Penalty: 5355.393555
	Iteration 170Q: 3 clusters Score -6310990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6310994 nChanged 0
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Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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	Iteration 172F: 3 clusters Score -6310994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10115 members 
Entering Unmasked Estep 
Score: -1307654.875000 Penalty: 2287.000244
	Iteration 0F: 2 clusters Score -1307655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1299864 nChanged 4217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1302090 nChanged 714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1302450 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1302766 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1303134 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1303647.500000 Penalty: 4574.000488
	Iteration 5F: 3 clusters Score -1303648 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1304244.000000 Penalty: 4574.000488
	Iteration 6F: 3 clusters Score -1304244 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1304793.125000 Penalty: 4574.000488
	Iteration 7F: 3 clusters Score -1304793 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1305165.625000 Penalty: 4574.000488
	Iteration 8Q: 3 clusters Score -1305166 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1305384.000000 Penalty: 4574.000488
	Iteration 9Q: 3 clusters Score -1305384 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1305510.500000 Penalty: 4574.000488
	Iteration 10Q: 3 clusters Score -1305510 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1305589.500000 Penalty: 4574.000488
	Iteration 11Q: 3 clusters Score -1305590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1305655.375000 Penalty: 4574.000488
	Iteration 12Q: 3 clusters Score -1305655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1305704.875000 Penalty: 4574.000488
	Iteration 13Q: 3 clusters Score -1305705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1305736.250000 Penalty: 4574.000488
	Iteration 14Q: 3 clusters Score -1305736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1305758.500000 Penalty: 4574.000488
	Iteration 15Q: 3 clusters Score -1305758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1305776.750000 Penalty: 4574.000488
	Iteration 16Q: 3 clusters Score -1305777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1305799.000000 Penalty: 4574.000488
	Iteration 17Q: 3 clusters Score -1305799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1305806.750000 Penalty: 4574.000488
	Iteration 18Q: 3 clusters Score -1305807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1305821.125000 Penalty: 4574.000488
	Iteration 19Q: 3 clusters Score -1305821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1305827.875000 Penalty: 4574.000488
	Iteration 20F: 3 clusters Score -1305828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1305832.375000 Penalty: 4574.000488
	Iteration 21Q: 3 clusters Score -1305832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1305834.750000 Penalty: 4574.000488
	Iteration 22Q: 3 clusters Score -1305835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1305840.000000 Penalty: 4574.000488
	Iteration 23Q: 3 clusters Score -1305840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1305844.625000 Penalty: 4574.000488
	Iteration 24Q: 3 clusters Score -1305845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1305844.125000 Penalty: 4574.000488
	Iteration 25Q: 3 clusters Score -1305844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1305846.250000 Penalty: 4574.000488
	Iteration 26Q: 3 clusters Score -1305846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1305849.125000 Penalty: 4574.000488
	Iteration 27Q: 3 clusters Score -1305849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1305851.750000 Penalty: 4574.000488
	Iteration 28Q: 3 clusters Score -1305852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1305857.250000 Penalty: 4574.000488
	Iteration 29Q: 3 clusters Score -1305857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1305859.125000 Penalty: 4574.000488
	Iteration 30Q: 3 clusters Score -1305859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1305862.375000 Penalty: 4574.000488
	Iteration 31Q: 3 clusters Score -1305862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1305863.750000 Penalty: 4574.000488
	Iteration 32Q: 3 clusters Score -1305864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1305865.250000 Penalty: 4574.000488
	Iteration 33Q: 3 clusters Score -1305865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1305864.375000 Penalty: 4574.000488
	Iteration 34Q: 3 clusters Score -1305864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1305866.750000 Penalty: 4574.000488
	Iteration 35Q: 3 clusters Score -1305867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1305866.750000 Penalty: 4574.000488
	Iteration 36F: 3 clusters Score -1305867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Entering Unmasked Estep 
Score: -4565439.000000 Penalty: 2617.291992
	Iteration 0F: 2 clusters Score -4565439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4539417.000000 Penalty: 5234.583984
	Iteration 0F: 3 clusters Score -4539417 nChanged 17542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4550580.500000 Penalty: 5234.583984
	Iteration 1F: 3 clusters Score -4550580 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4552923.000000 Penalty: 5234.583984
	Iteration 2F: 3 clusters Score -4552923 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4555480.000000 Penalty: 5234.583984
	Iteration 3F: 3 clusters Score -4555480 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4557615.000000 Penalty: 5234.583984
	Iteration 4F: 3 clusters Score -4557615 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4559455.500000 Penalty: 5234.583984
	Iteration 5F: 3 clusters Score -4559456 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4561171.500000 Penalty: 5234.583984
	Iteration 6F: 3 clusters Score -4561172 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4562840.500000 Penalty: 5234.583984
	Iteration 7F: 3 clusters Score -4562840 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4564344.000000 Penalty: 5234.583984
	Iteration 8F: 3 clusters Score -4564344 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4565529.500000 Penalty: 5234.583984
	Iteration 9Q: 3 clusters Score -4565530 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4566401.500000 Penalty: 5234.583984
	Iteration 10Q: 3 clusters Score -4566402 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4567012.500000 Penalty: 5234.583984
	Iteration 11Q: 3 clusters Score -4567012 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4567412.000000 Penalty: 5234.583984
	Iteration 12Q: 3 clusters Score -4567412 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4567685.500000 Penalty: 5234.583984
	Iteration 13Q: 3 clusters Score -4567686 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -4567837.500000 Penalty: 5234.583984
	Iteration 14Q: 3 clusters Score -4567838 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4567889.000000 Penalty: 5234.583984
	Iteration 15Q: 3 clusters Score -4567889 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4567955.000000 Penalty: 5234.583984
	Iteration 16Q: 3 clusters Score -4567955 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4568013.500000 Penalty: 5234.583984
	Iteration 17Q: 3 clusters Score -4568014 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4568063.500000 Penalty: 5234.583984
	Iteration 18Q: 3 clusters Score -4568064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4568131.500000 Penalty: 5234.583984
	Iteration 19Q: 3 clusters Score -4568132 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4568136.500000 Penalty: 5234.583984
	Iteration 20F: 3 clusters Score -4568136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4568176.000000 Penalty: 5234.583984
	Iteration 21Q: 3 clusters Score -4568176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4568187.000000 Penalty: 5234.583984
	Iteration 22Q: 3 clusters Score -4568187 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -4568248.000000 Penalty: 5234.583984
	Iteration 23Q: 3 clusters Score -4568248 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4568282.000000 Penalty: 5234.583984
	Iteration 24Q: 3 clusters Score -4568282 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4568342.000000 Penalty: 5234.583984
	Iteration 25Q: 3 clusters Score -4568342 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4568392.500000 Penalty: 5234.583984
	Iteration 26Q: 3 clusters Score -4568392 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4568426.500000 Penalty: 5234.583984
	Iteration 27Q: 3 clusters Score -4568426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -4568472.500000 Penalty: 5234.583984
	Iteration 28Q: 3 clusters Score -4568472 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -4568523.000000 Penalty: 5234.583984
	Iteration 29Q: 3 clusters Score -4568523 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4568533.000000 Penalty: 5234.583984
	Iteration 30Q: 3 clusters Score -4568533 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4568575.000000 Penalty: 5234.583984
	Iteration 31Q: 3 clusters Score -4568575 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -4568632.500000 Penalty: 5234.583984
	Iteration 32Q: 3 clusters Score -4568632 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4568717.500000 Penalty: 5234.583984
	Iteration 33Q: 3 clusters Score -4568718 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -4568778.500000 Penalty: 5234.583984
	Iteration 34Q: 3 clusters Score -4568778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4568851.500000 Penalty: 5234.583984
	Iteration 35Q: 3 clusters Score -4568852 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4568948.000000 Penalty: 5234.583984
	Iteration 36Q: 3 clusters Score -4568948 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4569014.000000 Penalty: 5234.583984
	Iteration 37Q: 3 clusters Score -4569014 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4569066.500000 Penalty: 5234.583984
	Iteration 38Q: 3 clusters Score -4569066 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4569081.500000 Penalty: 5234.583984
	Iteration 39Q: 3 clusters Score -4569082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4569111.000000 Penalty: 5234.583984
	Iteration 40F: 3 clusters Score -4569111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4569120.000000 Penalty: 5234.583984
	Iteration 41Q: 3 clusters Score -4569120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4569133.500000 Penalty: 5234.583984
	Iteration 42Q: 3 clusters Score -4569134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4569130.000000 Penalty: 5234.583984
	Iteration 43Q: 3 clusters Score -4569130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4569129.500000 Penalty: 5234.583984
	Iteration 44Q: 3 clusters Score -4569130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -4569129.500000 Penalty: 5234.583984
	Iteration 45Q: 3 clusters Score -4569130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -4569134.000000 Penalty: 5234.583984
	Iteration 46Q: 3 clusters Score -4569134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4569135.500000 Penalty: 5234.583984
	Iteration 47Q: 3 clusters Score -4569136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4569134.500000 Penalty: 5234.583984
	Iteration 48Q: 3 clusters Score -4569134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4569131.500000 Penalty: 5234.583984
	Iteration 49Q: 3 clusters Score -4569132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4569133.500000 Penalty: 5234.583984
	Iteration 50Q: 3 clusters Score -4569134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4569133.000000 Penalty: 5234.583984
	Iteration 51Q: 3 clusters Score -4569133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4569133.000000 Penalty: 5234.583984
	Iteration 52F: 3 clusters Score -4569133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Entering Unmasked Estep 
Score: -111253480.000000 Penalty: 132415.109375
Splitting cluster 7 changes total score from -111249976.000000 to -111253480.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -119645.148438 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -119645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117792.023438 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -117792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118055.976562 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -118056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118133.554688 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -118133.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118189.664062 Penalty: 3396.083740
	Iteration 3Q: 3 clusters Score -118189.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118227.359375 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -118227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118256.507812 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -118256.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118284.367188 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -118284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118303.882812 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -118303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118317.023438 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -118317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118323.687500 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -118323.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118337.000000 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -118337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118348.664062 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -118348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118366.773438 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -118366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118377.164062 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -118377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118385.585938 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -118385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118388.625000 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -118388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118388.625000 Penalty: 3396.083740
	Iteration 16F: 3 clusters Score -118388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -1481068.750000 Penalty: 2315.263184
	Iteration 0F: 2 clusters Score -1481069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1472573.125000 Penalty: 4630.526367
	Iteration 0F: 3 clusters Score -1472573 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1475202.875000 Penalty: 4630.526367
	Iteration 1F: 3 clusters Score -1475203 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1475609.750000 Penalty: 4630.526367
	Iteration 2F: 3 clusters Score -1475610 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1475912.000000 Penalty: 4630.526367
	Iteration 3F: 3 clusters Score -1475912 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1476229.250000 Penalty: 4630.526367
	Iteration 4Q: 3 clusters Score -1476229 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1476626.500000 Penalty: 4630.526367
	Iteration 5F: 3 clusters Score -1476626 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1477100.250000 Penalty: 4630.526367
	Iteration 6F: 3 clusters Score -1477100 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1477666.000000 Penalty: 4630.526367
	Iteration 7F: 3 clusters Score -1477666 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1478333.500000 Penalty: 4630.526367
	Iteration 8F: 3 clusters Score -1478334 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1478902.000000 Penalty: 4630.526367
	Iteration 9F: 3 clusters Score -1478902 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1479254.125000 Penalty: 4630.526367
	Iteration 10Q: 3 clusters Score -1479254 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1479470.000000 Penalty: 4630.526367
	Iteration 11Q: 3 clusters Score -1479470 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1479623.375000 Penalty: 4630.526367
	Iteration 12Q: 3 clusters Score -1479623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1479735.000000 Penalty: 4630.526367
	Iteration 13Q: 3 clusters Score -1479735 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1479832.000000 Penalty: 4630.526367
	Iteration 14Q: 3 clusters Score -1479832 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1479911.375000 Penalty: 4630.526367
	Iteration 15Q: 3 clusters Score -1479911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1479964.625000 Penalty: 4630.526367
	Iteration 16Q: 3 clusters Score -1479965 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1480013.750000 Penalty: 4630.526367
	Iteration 17Q: 3 clusters Score -1480014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1480051.125000 Penalty: 4630.526367
	Iteration 18Q: 3 clusters Score -1480051 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1480095.500000 Penalty: 4630.526367
	Iteration 19Q: 3 clusters Score -1480096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1480128.375000 Penalty: 4630.526367
	Iteration 20F: 3 clusters Score -1480128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1480151.000000 Penalty: 4630.526367
	Iteration 21Q: 3 clusters Score -1480151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1480168.375000 Penalty: 4630.526367
	Iteration 22Q: 3 clusters Score -1480168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1480175.250000 Penalty: 4630.526367
	Iteration 23Q: 3 clusters Score -1480175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1480187.000000 Penalty: 4630.526367
	Iteration 24Q: 3 clusters Score -1480187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1480186.375000 Penalty: 4630.526367
	Iteration 25Q: 3 clusters Score -1480186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1480193.625000 Penalty: 4630.526367
	Iteration 26Q: 3 clusters Score -1480194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1480202.125000 Penalty: 4630.526367
	Iteration 27Q: 3 clusters Score -1480202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1480206.375000 Penalty: 4630.526367
	Iteration 28Q: 3 clusters Score -1480206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1480206.625000 Penalty: 4630.526367
	Iteration 29Q: 3 clusters Score -1480207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1480208.875000 Penalty: 4630.526367
	Iteration 30Q: 3 clusters Score -1480209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1480208.875000 Penalty: 4630.526367
	Iteration 31Q: 3 clusters Score -1480209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1480214.375000 Penalty: 4630.526367
	Iteration 32Q: 3 clusters Score -1480214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1480213.625000 Penalty: 4630.526367
	Iteration 33Q: 3 clusters Score -1480214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1480212.250000 Penalty: 4630.526367
	Iteration 34Q: 3 clusters Score -1480212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1480211.250000 Penalty: 4630.526367
	Iteration 35Q: 3 clusters Score -1480211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1480212.625000 Penalty: 4630.526367
	Iteration 36Q: 3 clusters Score -1480213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1480212.375000 Penalty: 4630.526367
	Iteration 37Q: 3 clusters Score -1480212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1480212.375000 Penalty: 4630.526367
	Iteration 38F: 3 clusters Score -1480212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -768276.000000 Penalty: 2158.963135
	Iteration 0F: 2 clusters Score -768276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -763187.937500 Penalty: 4317.926270
	Iteration 0F: 3 clusters Score -763187.9 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -764449.687500 Penalty: 4317.926270
	Iteration 1F: 3 clusters Score -764449.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -764737.062500 Penalty: 4317.926270
	Iteration 2F: 3 clusters Score -764737.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -764976.250000 Penalty: 4317.926270
	Iteration 3F: 3 clusters Score -764976.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -765201.562500 Penalty: 4317.926270
	Iteration 4F: 3 clusters Score -765201.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -765430.562500 Penalty: 4317.926270
	Iteration 5F: 3 clusters Score -765430.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -765696.687500 Penalty: 4317.926270
	Iteration 6F: 3 clusters Score -765696.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -765946.500000 Penalty: 4317.926270
	Iteration 7F: 3 clusters Score -765946.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -766116.687500 Penalty: 4317.926270
	Iteration 8Q: 3 clusters Score -766116.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -766229.937500 Penalty: 4317.926270
	Iteration 9Q: 3 clusters Score -766229.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -766320.937500 Penalty: 4317.926270
	Iteration 10Q: 3 clusters Score -766320.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -766392.125000 Penalty: 4317.926270
	Iteration 11Q: 3 clusters Score -766392.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -766453.375000 Penalty: 4317.926270
	Iteration 12Q: 3 clusters Score -766453.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -766502.875000 Penalty: 4317.926270
	Iteration 13Q: 3 clusters Score -766502.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -766545.750000 Penalty: 4317.926270
	Iteration 14Q: 3 clusters Score -766545.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -766579.062500 Penalty: 4317.926270
	Iteration 15Q: 3 clusters Score -766579.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -766615.125000 Penalty: 4317.926270
	Iteration 16Q: 3 clusters Score -766615.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -766657.000000 Penalty: 4317.926270
	Iteration 17Q: 3 clusters Score -766657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -766701.687500 Penalty: 4317.926270
	Iteration 18Q: 3 clusters Score -766701.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -766743.500000 Penalty: 4317.926270
	Iteration 19Q: 3 clusters Score -766743.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -766785.125000 Penalty: 4317.926270
	Iteration 20F: 3 clusters Score -766785.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -766817.687500 Penalty: 4317.926270
	Iteration 21Q: 3 clusters Score -766817.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -766846.312500 Penalty: 4317.926270
	Iteration 22Q: 3 clusters Score -766846.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -766868.500000 Penalty: 4317.926270
	Iteration 23Q: 3 clusters Score -766868.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -766895.375000 Penalty: 4317.926270
	Iteration 24Q: 3 clusters Score -766895.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -766920.937500 Penalty: 4317.926270
	Iteration 25Q: 3 clusters Score -766920.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -766947.937500 Penalty: 4317.926270
	Iteration 26Q: 3 clusters Score -766947.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -766975.687500 Penalty: 4317.926270
	Iteration 27Q: 3 clusters Score -766975.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -766996.000000 Penalty: 4317.926270
	Iteration 28Q: 3 clusters Score -766996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -767015.375000 Penalty: 4317.926270
	Iteration 29Q: 3 clusters Score -767015.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -767029.812500 Penalty: 4317.926270
	Iteration 30Q: 3 clusters Score -767029.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -767044.437500 Penalty: 4317.926270
	Iteration 31Q: 3 clusters Score -767044.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -767054.500000 Penalty: 4317.926270
	Iteration 32Q: 3 clusters Score -767054.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -767061.812500 Penalty: 4317.926270
	Iteration 33Q: 3 clusters Score -767061.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -767069.687500 Penalty: 4317.926270
	Iteration 34Q: 3 clusters Score -767069.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -767078.437500 Penalty: 4317.926270
	Iteration 35Q: 3 clusters Score -767078.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -767090.750000 Penalty: 4317.926270
	Iteration 36Q: 3 clusters Score -767090.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -767100.562500 Penalty: 4317.926270
	Iteration 37Q: 3 clusters Score -767100.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -767117.125000 Penalty: 4317.926270
	Iteration 38Q: 3 clusters Score -767117.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -767140.812500 Penalty: 4317.926270
	Iteration 39Q: 3 clusters Score -767140.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -767165.375000 Penalty: 4317.926270
	Iteration 40F: 3 clusters Score -767165.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -767191.812500 Penalty: 4317.926270
	Iteration 41Q: 3 clusters Score -767191.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -767228.312500 Penalty: 4317.926270
	Iteration 42Q: 3 clusters Score -767228.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -767296.500000 Penalty: 4317.926270
	Iteration 43Q: 3 clusters Score -767296.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -767435.687500 Penalty: 4317.926270
	Iteration 44Q: 3 clusters Score -767435.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -767687.312500 Penalty: 4317.926270
	Iteration 45Q: 3 clusters Score -767687.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -767961.062500 Penalty: 4317.926270
	Iteration 46Q: 3 clusters Score -767961.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -768127.750000 Penalty: 4317.926270
	Iteration 47Q: 3 clusters Score -768127.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -768184.625000 Penalty: 4317.926270
	Iteration 48Q: 3 clusters Score -768184.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -768208.687500 Penalty: 4317.926270
	Iteration 49Q: 3 clusters Score -768208.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -768216.250000 Penalty: 4317.926270
	Iteration 50Q: 3 clusters Score -768216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -768221.250000 Penalty: 4317.926270
	Iteration 51Q: 3 clusters Score -768221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -768222.437500 Penalty: 4317.926270
	Iteration 52Q: 3 clusters Score -768222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -768223.500000 Penalty: 4317.926270
	Iteration 53Q: 3 clusters Score -768223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -768224.125000 Penalty: 4317.926270
	Iteration 54Q: 3 clusters Score -768224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -768224.000000 Penalty: 4317.926270
	Iteration 55Q: 3 clusters Score -768224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -768223.500000 Penalty: 4317.926270
	Iteration 56Q: 3 clusters Score -768223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -768224.500000 Penalty: 4317.926270
	Iteration 57Q: 3 clusters Score -768224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -768225.062500 Penalty: 4317.926270
	Iteration 58Q: 3 clusters Score -768225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -768225.062500 Penalty: 4317.926270
	Iteration 59F: 3 clusters Score -768225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -92515.976562 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -92515.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90899.828125 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -90899.83 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91440.765625 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -91440.77 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91787.187500 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -91787.19 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92009.250000 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -92009.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92245.570312 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -92245.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92416.179688 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -92416.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92521.218750 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -92521.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92614.406250 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -92614.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92695.585938 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -92695.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92791.601562 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -92791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92865.632812 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -92865.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92935.773438 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -92935.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92968.625000 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -92968.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92991.031250 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -92991.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93003.718750 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -93003.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93032.148438 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -93032.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93056.593750 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -93056.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93111.250000 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -93111.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93171.187500 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -93171.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93336.898438 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -93336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -93365.695312 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -93365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -93383.898438 Penalty: 3338.584961
	Iteration 21Q: 3 clusters Score -93383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -93388.625000 Penalty: 3338.584961
	Iteration 22Q: 3 clusters Score -93388.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93390.203125 Penalty: 3338.584961
	Iteration 23Q: 3 clusters Score -93390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93390.203125 Penalty: 3338.584961
	Iteration 24F: 3 clusters Score -93390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Entering Unmasked Estep 
Score: -111252608.000000 Penalty: 135810.375000
Splitting cluster 11 changes total score from -111249976.000000 to -111252608.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -153836.140625 Penalty: 1777.616577
	Iteration 0F: 2 clusters Score -153836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151696.734375 Penalty: 3555.233154
	Iteration 0F: 3 clusters Score -151696.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152088.046875 Penalty: 3555.233154
	Iteration 1F: 3 clusters Score -152088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152197.203125 Penalty: 3555.233154
	Iteration 2F: 3 clusters Score -152197.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152281.500000 Penalty: 3555.233154
	Iteration 3F: 3 clusters Score -152281.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152330.890625 Penalty: 3555.233154
	Iteration 4Q: 3 clusters Score -152330.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152353.890625 Penalty: 3555.233154
	Iteration 5Q: 3 clusters Score -152353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152369.718750 Penalty: 3555.233154
	Iteration 6Q: 3 clusters Score -152369.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152388.437500 Penalty: 3555.233154
	Iteration 7Q: 3 clusters Score -152388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152408.109375 Penalty: 3555.233154
	Iteration 8Q: 3 clusters Score -152408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152422.734375 Penalty: 3555.233154
	Iteration 9Q: 3 clusters Score -152422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152436.968750 Penalty: 3555.233154
	Iteration 10Q: 3 clusters Score -152437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152456.781250 Penalty: 3555.233154
	Iteration 11Q: 3 clusters Score -152456.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152469.312500 Penalty: 3555.233154
	Iteration 12Q: 3 clusters Score -152469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152476.890625 Penalty: 3555.233154
	Iteration 13Q: 3 clusters Score -152476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152485.093750 Penalty: 3555.233154
	Iteration 14Q: 3 clusters Score -152485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152490.578125 Penalty: 3555.233154
	Iteration 15Q: 3 clusters Score -152490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152493.140625 Penalty: 3555.233154
	Iteration 16Q: 3 clusters Score -152493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152498.468750 Penalty: 3555.233154
	Iteration 17Q: 3 clusters Score -152498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152502.250000 Penalty: 3555.233154
	Iteration 18Q: 3 clusters Score -152502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152504.828125 Penalty: 3555.233154
	Iteration 19Q: 3 clusters Score -152504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152507.984375 Penalty: 3555.233154
	Iteration 20F: 3 clusters Score -152508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -152512.156250 Penalty: 3555.233154
	Iteration 21Q: 3 clusters Score -152512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152519.312500 Penalty: 3555.233154
	Iteration 22Q: 3 clusters Score -152519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152521.343750 Penalty: 3555.233154
	Iteration 23Q: 3 clusters Score -152521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152521.968750 Penalty: 3555.233154
	Iteration 24Q: 3 clusters Score -152522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152521.968750 Penalty: 3555.233154
	Iteration 25F: 3 clusters Score -152522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -196182.875000 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -196182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -193794.843750 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -193794.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -194595.812500 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -194595.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194955.640625 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -194955.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195200.343750 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -195200.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -195418.937500 Penalty: 3707.768311
	Iteration 4F: 3 clusters Score -195418.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -195642.015625 Penalty: 3707.768311
	Iteration 5F: 3 clusters Score -195642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -195786.281250 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -195786.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -195885.265625 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -195885.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -195987.859375 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -195987.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -196063.984375 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -196064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -196119.468750 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -196119.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -196145.312500 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -196145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -196158.078125 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -196158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -196171.468750 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -196171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -196182.546875 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -196182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -196188.125000 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -196188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -196194.656250 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -196194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -196202.093750 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -196202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -196206.359375 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -196206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -196210.687500 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -196210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -196214.453125 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -196214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -196238.500000 Penalty: 3707.768311
	Iteration 21Q: 3 clusters Score -196238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -196261.984375 Penalty: 3707.768311
	Iteration 22Q: 3 clusters Score -196262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -196277.750000 Penalty: 3707.768311
	Iteration 23Q: 3 clusters Score -196277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -196280.921875 Penalty: 3707.768311
	Iteration 24Q: 3 clusters Score -196280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -196285.984375 Penalty: 3707.768311
	Iteration 25Q: 3 clusters Score -196286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -196288.734375 Penalty: 3707.768311
	Iteration 26Q: 3 clusters Score -196288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196290.625000 Penalty: 3707.768311
	Iteration 27Q: 3 clusters Score -196290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196293.031250 Penalty: 3707.768311
	Iteration 28Q: 3 clusters Score -196293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196296.812500 Penalty: 3707.768311
	Iteration 29Q: 3 clusters Score -196296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -196302.359375 Penalty: 3707.768311
	Iteration 30Q: 3 clusters Score -196302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -196303.828125 Penalty: 3707.768311
	Iteration 31F: 3 clusters Score -196303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -196308.265625 Penalty: 3707.768311
	Iteration 32Q: 3 clusters Score -196308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -196313.031250 Penalty: 3707.768311
	Iteration 33Q: 3 clusters Score -196313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -196314.953125 Penalty: 3707.768311
	Iteration 34Q: 3 clusters Score -196315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -196314.953125 Penalty: 3707.768311
	Iteration 35F: 3 clusters Score -196315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Entering Unmasked Estep 
Score: -111251256.000000 Penalty: 139205.625000
Splitting cluster 13 changes total score from -111249976.000000 to -111251256.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 14 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -1134823.250000 Penalty: 2251.982178
	Iteration 0F: 2 clusters Score -1134823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1127915.250000 Penalty: 4503.964355
	Iteration 0F: 3 clusters Score -1127915 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1129885.625000 Penalty: 4503.964355
	Iteration 1F: 3 clusters Score -1129886 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1130212.750000 Penalty: 4503.964355
	Iteration 2F: 3 clusters Score -1130213 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1130483.250000 Penalty: 4503.964355
	Iteration 3F: 3 clusters Score -1130483 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1130749.125000 Penalty: 4503.964355
	Iteration 4F: 3 clusters Score -1130749 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1131022.125000 Penalty: 4503.964355
	Iteration 5F: 3 clusters Score -1131022 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1131287.500000 Penalty: 4503.964355
	Iteration 6Q: 3 clusters Score -1131288 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1131508.500000 Penalty: 4503.964355
	Iteration 7Q: 3 clusters Score -1131508 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1131682.500000 Penalty: 4503.964355
	Iteration 8Q: 3 clusters Score -1131682 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1131817.625000 Penalty: 4503.964355
	Iteration 9Q: 3 clusters Score -1131818 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1131959.375000 Penalty: 4503.964355
	Iteration 10Q: 3 clusters Score -1131959 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1132085.875000 Penalty: 4503.964355
	Iteration 11Q: 3 clusters Score -1132086 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1132210.250000 Penalty: 4503.964355
	Iteration 12Q: 3 clusters Score -1132210 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1132305.625000 Penalty: 4503.964355
	Iteration 13Q: 3 clusters Score -1132306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1132399.000000 Penalty: 4503.964355
	Iteration 14Q: 3 clusters Score -1132399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1132470.000000 Penalty: 4503.964355
	Iteration 15Q: 3 clusters Score -1132470 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1132535.500000 Penalty: 4503.964355
	Iteration 16Q: 3 clusters Score -1132536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1132600.875000 Penalty: 4503.964355
	Iteration 17Q: 3 clusters Score -1132601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1132644.875000 Penalty: 4503.964355
	Iteration 18Q: 3 clusters Score -1132645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1132675.500000 Penalty: 4503.964355
	Iteration 19Q: 3 clusters Score -1132676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1132710.375000 Penalty: 4503.964355
	Iteration 20F: 3 clusters Score -1132710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1132725.625000 Penalty: 4503.964355
	Iteration 21Q: 3 clusters Score -1132726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1132744.625000 Penalty: 4503.964355
	Iteration 22Q: 3 clusters Score -1132745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1132757.500000 Penalty: 4503.964355
	Iteration 23Q: 3 clusters Score -1132758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1132767.250000 Penalty: 4503.964355
	Iteration 24Q: 3 clusters Score -1132767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1132783.375000 Penalty: 4503.964355
	Iteration 25Q: 3 clusters Score -1132783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1132792.375000 Penalty: 4503.964355
	Iteration 26Q: 3 clusters Score -1132792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1132804.000000 Penalty: 4503.964355
	Iteration 27Q: 3 clusters Score -1132804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1132810.750000 Penalty: 4503.964355
	Iteration 28Q: 3 clusters Score -1132811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1132820.875000 Penalty: 4503.964355
	Iteration 29Q: 3 clusters Score -1132821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1132828.000000 Penalty: 4503.964355
	Iteration 30Q: 3 clusters Score -1132828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1132838.125000 Penalty: 4503.964355
	Iteration 31Q: 3 clusters Score -1132838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1132848.625000 Penalty: 4503.964355
	Iteration 32Q: 3 clusters Score -1132849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1132857.375000 Penalty: 4503.964355
	Iteration 33Q: 3 clusters Score -1132857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1132862.375000 Penalty: 4503.964355
	Iteration 34Q: 3 clusters Score -1132862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1132864.875000 Penalty: 4503.964355
	Iteration 35Q: 3 clusters Score -1132865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1132866.875000 Penalty: 4503.964355
	Iteration 36Q: 3 clusters Score -1132867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1132868.875000 Penalty: 4503.964355
	Iteration 37Q: 3 clusters Score -1132869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1132872.625000 Penalty: 4503.964355
	Iteration 38Q: 3 clusters Score -1132873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1132875.875000 Penalty: 4503.964355
	Iteration 39Q: 3 clusters Score -1132876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1132876.250000 Penalty: 4503.964355
	Iteration 40F: 3 clusters Score -1132876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1132881.750000 Penalty: 4503.964355
	Iteration 41Q: 3 clusters Score -1132882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1132880.375000 Penalty: 4503.964355
	Iteration 42Q: 3 clusters Score -1132880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1132881.500000 Penalty: 4503.964355
	Iteration 43Q: 3 clusters Score -1132882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1132880.500000 Penalty: 4503.964355
	Iteration 44Q: 3 clusters Score -1132880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1132882.500000 Penalty: 4503.964355
	Iteration 45Q: 3 clusters Score -1132882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1132882.500000 Penalty: 4503.964355
	Iteration 46F: 3 clusters Score -1132882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -534407.562500 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -534407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -530279.062500 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -530279.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -531266.062500 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -531266.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -531579.812500 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -531579.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -531796.000000 Penalty: 4159.880859
	Iteration 3F: 3 clusters Score -531796 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -531973.750000 Penalty: 4159.880859
	Iteration 4F: 3 clusters Score -531973.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -532139.062500 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -532139.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -532269.125000 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -532269.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -532363.250000 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -532363.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -532438.187500 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -532438.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -532513.562500 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -532513.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -532585.000000 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -532585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -532646.062500 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -532646.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -532707.875000 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -532707.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -532751.500000 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -532751.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -532777.062500 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -532777.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -532795.625000 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -532795.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -532812.875000 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -532812.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -532826.187500 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -532826.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -532839.062500 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -532839.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -532850.187500 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -532850.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -532862.125000 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -532862.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -532873.125000 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -532873.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -532885.000000 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -532885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -532894.812500 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -532894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -532905.125000 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -532905.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -532914.187500 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -532914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -532922.500000 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -532922.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -532931.437500 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -532931.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -532940.625000 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -532940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -532950.937500 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -532950.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -532965.500000 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -532965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -532971.875000 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -532971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -532976.687500 Penalty: 4159.880859
	Iteration 32Q: 3 clusters Score -532976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -532982.937500 Penalty: 4159.880859
	Iteration 33Q: 3 clusters Score -532982.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -532988.500000 Penalty: 4159.880859
	Iteration 34Q: 3 clusters Score -532988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -532993.062500 Penalty: 4159.880859
	Iteration 35Q: 3 clusters Score -532993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -532995.625000 Penalty: 4159.880859
	Iteration 36Q: 3 clusters Score -532995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -532999.312500 Penalty: 4159.880859
	Iteration 37Q: 3 clusters Score -532999.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -533004.625000 Penalty: 4159.880859
	Iteration 38Q: 3 clusters Score -533004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -533010.625000 Penalty: 4159.880859
	Iteration 39Q: 3 clusters Score -533010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -533012.937500 Penalty: 4159.880859
	Iteration 40F: 3 clusters Score -533012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -533016.625000 Penalty: 4159.880859
	Iteration 41Q: 3 clusters Score -533016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -533019.562500 Penalty: 4159.880859
	Iteration 42Q: 3 clusters Score -533019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -533021.687500 Penalty: 4159.880859
	Iteration 43Q: 3 clusters Score -533021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -533022.375000 Penalty: 4159.880859
	Iteration 44Q: 3 clusters Score -533022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -533024.125000 Penalty: 4159.880859
	Iteration 45Q: 3 clusters Score -533024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -533026.062500 Penalty: 4159.880859
	Iteration 46Q: 3 clusters Score -533026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -533027.562500 Penalty: 4159.880859
	Iteration 47Q: 3 clusters Score -533027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -533028.187500 Penalty: 4159.880859
	Iteration 48Q: 3 clusters Score -533028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -533029.687500 Penalty: 4159.880859
	Iteration 49Q: 3 clusters Score -533029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -533034.625000 Penalty: 4159.880859
	Iteration 50Q: 3 clusters Score -533034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -533038.500000 Penalty: 4159.880859
	Iteration 51Q: 3 clusters Score -533038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -533040.375000 Penalty: 4159.880859
	Iteration 52Q: 3 clusters Score -533040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -533041.250000 Penalty: 4159.880859
	Iteration 53Q: 3 clusters Score -533041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -533043.250000 Penalty: 4159.880859
	Iteration 54Q: 3 clusters Score -533043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -533046.062500 Penalty: 4159.880859
	Iteration 55Q: 3 clusters Score -533046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -533054.562500 Penalty: 4159.880859
	Iteration 56Q: 3 clusters Score -533054.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -533065.187500 Penalty: 4159.880859
	Iteration 57Q: 3 clusters Score -533065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -533071.625000 Penalty: 4159.880859
	Iteration 58Q: 3 clusters Score -533071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -533077.062500 Penalty: 4159.880859
	Iteration 59Q: 3 clusters Score -533077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -533082.312500 Penalty: 4159.880859
	Iteration 60F: 3 clusters Score -533082.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -533094.062500 Penalty: 4159.880859
	Iteration 61Q: 3 clusters Score -533094.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -533107.125000 Penalty: 4159.880859
	Iteration 62Q: 3 clusters Score -533107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -533123.187500 Penalty: 4159.880859
	Iteration 63Q: 3 clusters Score -533123.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -533132.687500 Penalty: 4159.880859
	Iteration 64Q: 3 clusters Score -533132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -533139.062500 Penalty: 4159.880859
	Iteration 65Q: 3 clusters Score -533139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -533140.812500 Penalty: 4159.880859
	Iteration 66Q: 3 clusters Score -533140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -533143.875000 Penalty: 4159.880859
	Iteration 67Q: 3 clusters Score -533143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -533147.312500 Penalty: 4159.880859
	Iteration 68Q: 3 clusters Score -533147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -533151.062500 Penalty: 4159.880859
	Iteration 69Q: 3 clusters Score -533151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -533154.500000 Penalty: 4159.880859
	Iteration 70Q: 3 clusters Score -533154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -533163.437500 Penalty: 4159.880859
	Iteration 71Q: 3 clusters Score -533163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -533169.500000 Penalty: 4159.880859
	Iteration 72Q: 3 clusters Score -533169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -533171.812500 Penalty: 4159.880859
	Iteration 73Q: 3 clusters Score -533171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -533174.312500 Penalty: 4159.880859
	Iteration 74Q: 3 clusters Score -533174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -533176.312500 Penalty: 4159.880859
	Iteration 75Q: 3 clusters Score -533176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -533177.437500 Penalty: 4159.880859
	Iteration 76Q: 3 clusters Score -533177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -533181.875000 Penalty: 4159.880859
	Iteration 77Q: 3 clusters Score -533181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -533183.562500 Penalty: 4159.880859
	Iteration 78Q: 3 clusters Score -533183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -533189.437500 Penalty: 4159.880859
	Iteration 79Q: 3 clusters Score -533189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -533193.500000 Penalty: 4159.880859
	Iteration 80F: 3 clusters Score -533193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -533196.312500 Penalty: 4159.880859
	Iteration 81Q: 3 clusters Score -533196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -533196.937500 Penalty: 4159.880859
	Iteration 82Q: 3 clusters Score -533196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -533196.937500 Penalty: 4159.880859
	Iteration 83F: 3 clusters Score -533196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Entering Unmasked Estep 
Score: -10648496.000000 Penalty: 2805.253662
	Iteration 0F: 2 clusters Score -1.06485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -10593712.000000 Penalty: 5610.507324
	Iteration 0F: 3 clusters Score -1.059371e+07 nChanged 38604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -10616020.000000 Penalty: 5610.507324
	Iteration 1F: 3 clusters Score -1.061602e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -10617147.000000 Penalty: 5610.507324
	Iteration 2Q: 3 clusters Score -1.061715e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -10618351.000000 Penalty: 5610.507324
	Iteration 3Q: 3 clusters Score -1.061835e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -10619768.000000 Penalty: 5610.507324
	Iteration 4Q: 3 clusters Score -1.061977e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -10621664.000000 Penalty: 5610.507324
	Iteration 5Q: 3 clusters Score -1.062166e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -10623897.000000 Penalty: 5610.507324
	Iteration 6F: 3 clusters Score -1.06239e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -10626142.000000 Penalty: 5610.507324
	Iteration 7F: 3 clusters Score -1.062614e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -10628626.000000 Penalty: 5610.507324
	Iteration 8F: 3 clusters Score -1.062863e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -10630796.000000 Penalty: 5610.507324
	Iteration 9Q: 3 clusters Score -1.06308e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -10632939.000000 Penalty: 5610.507324
	Iteration 10Q: 3 clusters Score -1.063294e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -10635141.000000 Penalty: 5610.507324
	Iteration 11Q: 3 clusters Score -1.063514e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -10637383.000000 Penalty: 5610.507324
	Iteration 12Q: 3 clusters Score -1.063738e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -10639317.000000 Penalty: 5610.507324
	Iteration 13Q: 3 clusters Score -1.063932e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -10641016.000000 Penalty: 5610.507324
	Iteration 14Q: 3 clusters Score -1.064102e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -10642437.000000 Penalty: 5610.507324
	Iteration 15Q: 3 clusters Score -1.064244e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -10643476.000000 Penalty: 5610.507324
	Iteration 16Q: 3 clusters Score -1.064348e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -10644290.000000 Penalty: 5610.507324
	Iteration 17Q: 3 clusters Score -1.064429e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -10644860.000000 Penalty: 5610.507324
	Iteration 18Q: 3 clusters Score -1.064486e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -10645287.000000 Penalty: 5610.507324
	Iteration 19Q: 3 clusters Score -1.064529e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -10645535.000000 Penalty: 5610.507324
	Iteration 20F: 3 clusters Score -1.064554e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -10645682.000000 Penalty: 5610.507324
	Iteration 21Q: 3 clusters Score -1.064568e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -10645855.000000 Penalty: 5610.507324
	Iteration 22Q: 3 clusters Score -1.064586e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10645927.000000 Penalty: 5610.507324
	Iteration 23Q: 3 clusters Score -1.064593e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10646007.000000 Penalty: 5610.507324
	Iteration 24Q: 3 clusters Score -1.064601e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79271 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10646066.000000 Penalty: 5610.507324
	Iteration 25Q: 3 clusters Score -1.064607e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -10646125.000000 Penalty: 5610.507324
	Iteration 26Q: 3 clusters Score -1.064612e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10646168.000000 Penalty: 5610.507324
	Iteration 27Q: 3 clusters Score -1.064617e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10646204.000000 Penalty: 5610.507324
	Iteration 28Q: 3 clusters Score -1.06462e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -10646221.000000 Penalty: 5610.507324
	Iteration 29Q: 3 clusters Score -1.064622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10646248.000000 Penalty: 5610.507324
	Iteration 30Q: 3 clusters Score -1.064625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10646274.000000 Penalty: 5610.507324
	Iteration 31Q: 3 clusters Score -1.064627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10646271.000000 Penalty: 5610.507324
	Iteration 32Q: 3 clusters Score -1.064627e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10646294.000000 Penalty: 5610.507324
	Iteration 33Q: 3 clusters Score -1.064629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10646299.000000 Penalty: 5610.507324
	Iteration 34Q: 3 clusters Score -1.06463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10646311.000000 Penalty: 5610.507324
	Iteration 35Q: 3 clusters Score -1.064631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10646308.000000 Penalty: 5610.507324
	Iteration 36Q: 3 clusters Score -1.064631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10646313.000000 Penalty: 5610.507324
	Iteration 37Q: 3 clusters Score -1.064631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -10646315.000000 Penalty: 5610.507324
	Iteration 38Q: 3 clusters Score -1.064632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10646328.000000 Penalty: 5610.507324
	Iteration 39Q: 3 clusters Score -1.064633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10646340.000000 Penalty: 5610.507324
	Iteration 40F: 3 clusters Score -1.064634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10646344.000000 Penalty: 5610.507324
	Iteration 41Q: 3 clusters Score -1.064634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10646345.000000 Penalty: 5610.507324
	Iteration 42Q: 3 clusters Score -1.064634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10646354.000000 Penalty: 5610.507324
	Iteration 43Q: 3 clusters Score -1.064635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10646349.000000 Penalty: 5610.507324
	Iteration 44Q: 3 clusters Score -1.064635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -10646357.000000 Penalty: 5610.507324
	Iteration 45Q: 3 clusters Score -1.064636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10646351.000000 Penalty: 5610.507324
	Iteration 46Q: 3 clusters Score -1.064635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10646353.000000 Penalty: 5610.507324
	Iteration 47Q: 3 clusters Score -1.064635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10646361.000000 Penalty: 5610.507324
	Iteration 48Q: 3 clusters Score -1.064636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10646355.000000 Penalty: 5610.507324
	Iteration 49Q: 3 clusters Score -1.064636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10646356.000000 Penalty: 5610.507324
	Iteration 50Q: 3 clusters Score -1.064636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10646369.000000 Penalty: 5610.507324
	Iteration 51Q: 3 clusters Score -1.064637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -10646362.000000 Penalty: 5610.507324
	Iteration 52Q: 3 clusters Score -1.064636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10646354.000000 Penalty: 5610.507324
	Iteration 53Q: 3 clusters Score -1.064635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10646361.000000 Penalty: 5610.507324
	Iteration 54Q: 3 clusters Score -1.064636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10646365.000000 Penalty: 5610.507324
	Iteration 55Q: 3 clusters Score -1.064636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10646369.000000 Penalty: 5610.507324
	Iteration 56Q: 3 clusters Score -1.064637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10646366.000000 Penalty: 5610.507324
	Iteration 57Q: 3 clusters Score -1.064637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10646366.000000 Penalty: 5610.507324
	Iteration 58F: 3 clusters Score -1.064637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1638814.750000 Penalty: 2341.342285
	Iteration 0F: 2 clusters Score -1638815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1629531.125000 Penalty: 4682.684570
	Iteration 0F: 3 clusters Score -1629531 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1632466.500000 Penalty: 4682.684570
	Iteration 1F: 3 clusters Score -1632466 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1632899.750000 Penalty: 4682.684570
	Iteration 2F: 3 clusters Score -1632900 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1633191.125000 Penalty: 4682.684570
	Iteration 3F: 3 clusters Score -1633191 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1633415.250000 Penalty: 4682.684570
	Iteration 4Q: 3 clusters Score -1633415 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1633620.375000 Penalty: 4682.684570
	Iteration 5Q: 3 clusters Score -1633620 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1633801.375000 Penalty: 4682.684570
	Iteration 6Q: 3 clusters Score -1633801 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1634007.125000 Penalty: 4682.684570
	Iteration 7Q: 3 clusters Score -1634007 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1634220.125000 Penalty: 4682.684570
	Iteration 8Q: 3 clusters Score -1634220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1634432.875000 Penalty: 4682.684570
	Iteration 9Q: 3 clusters Score -1634433 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1634650.000000 Penalty: 4682.684570
	Iteration 10Q: 3 clusters Score -1634650 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1634862.500000 Penalty: 4682.684570
	Iteration 11Q: 3 clusters Score -1634862 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1635053.875000 Penalty: 4682.684570
	Iteration 12Q: 3 clusters Score -1635054 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1635229.125000 Penalty: 4682.684570
	Iteration 13Q: 3 clusters Score -1635229 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1635400.875000 Penalty: 4682.684570
	Iteration 14Q: 3 clusters Score -1635401 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1635570.750000 Penalty: 4682.684570
	Iteration 15Q: 3 clusters Score -1635571 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1635728.125000 Penalty: 4682.684570
	Iteration 16Q: 3 clusters Score -1635728 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1635869.875000 Penalty: 4682.684570
	Iteration 17Q: 3 clusters Score -1635870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1635997.125000 Penalty: 4682.684570
	Iteration 18Q: 3 clusters Score -1635997 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1636110.125000 Penalty: 4682.684570
	Iteration 19Q: 3 clusters Score -1636110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1636208.500000 Penalty: 4682.684570
	Iteration 20F: 3 clusters Score -1636208 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1636308.250000 Penalty: 4682.684570
	Iteration 21Q: 3 clusters Score -1636308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1636386.500000 Penalty: 4682.684570
	Iteration 22Q: 3 clusters Score -1636386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1636441.750000 Penalty: 4682.684570
	Iteration 23Q: 3 clusters Score -1636442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1636487.500000 Penalty: 4682.684570
	Iteration 24Q: 3 clusters Score -1636488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1636537.750000 Penalty: 4682.684570
	Iteration 25Q: 3 clusters Score -1636538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1636581.625000 Penalty: 4682.684570
	Iteration 26Q: 3 clusters Score -1636582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1636615.500000 Penalty: 4682.684570
	Iteration 27Q: 3 clusters Score -1636616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1636650.625000 Penalty: 4682.684570
	Iteration 28Q: 3 clusters Score -1636651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1636669.750000 Penalty: 4682.684570
	Iteration 29Q: 3 clusters Score -1636670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1636681.625000 Penalty: 4682.684570
	Iteration 30Q: 3 clusters Score -1636682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1636697.250000 Penalty: 4682.684570
	Iteration 31Q: 3 clusters Score -1636697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1636709.750000 Penalty: 4682.684570
	Iteration 32Q: 3 clusters Score -1636710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1636725.375000 Penalty: 4682.684570
	Iteration 33Q: 3 clusters Score -1636725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1636728.500000 Penalty: 4682.684570
	Iteration 34Q: 3 clusters Score -1636728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1636737.500000 Penalty: 4682.684570
	Iteration 35Q: 3 clusters Score -1636738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1636744.125000 Penalty: 4682.684570
	Iteration 36Q: 3 clusters Score -1636744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1636751.000000 Penalty: 4682.684570
	Iteration 37Q: 3 clusters Score -1636751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1636750.625000 Penalty: 4682.684570
	Iteration 38Q: 3 clusters Score -1636751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1636754.375000 Penalty: 4682.684570
	Iteration 39Q: 3 clusters Score -1636754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1636754.250000 Penalty: 4682.684570
	Iteration 40F: 3 clusters Score -1636754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1636757.750000 Penalty: 4682.684570
	Iteration 41Q: 3 clusters Score -1636758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1636757.750000 Penalty: 4682.684570
	Iteration 42F: 3 clusters Score -1636758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Entering Unmasked Estep 
Score: -16115083.000000 Penalty: 2908.020508
	Iteration 0F: 2 clusters Score -1.611508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -16032285.000000 Penalty: 5816.041016
	Iteration 0F: 3 clusters Score -1.603228e+07 nChanged 59103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -16066723.000000 Penalty: 5816.041016
	Iteration 1F: 3 clusters Score -1.606672e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -16067966.000000 Penalty: 5816.041016
	Iteration 2Q: 3 clusters Score -1.606797e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -16070053.000000 Penalty: 5816.041016
	Iteration 3Q: 3 clusters Score -1.607005e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -16072777.000000 Penalty: 5816.041016
	Iteration 4Q: 3 clusters Score -1.607278e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -16076760.000000 Penalty: 5816.041016
	Iteration 5F: 3 clusters Score -1.607676e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -16082424.000000 Penalty: 5816.041016
	Iteration 6F: 3 clusters Score -1.608242e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -16089570.000000 Penalty: 5816.041016
	Iteration 7F: 3 clusters Score -1.608957e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -16097100.000000 Penalty: 5816.041016
	Iteration 8F: 3 clusters Score -1.60971e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -16103501.000000 Penalty: 5816.041016
	Iteration 9F: 3 clusters Score -1.61035e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -16107681.000000 Penalty: 5816.041016
	Iteration 10Q: 3 clusters Score -1.610768e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -16109994.000000 Penalty: 5816.041016
	Iteration 11Q: 3 clusters Score -1.610999e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -16111281.000000 Penalty: 5816.041016
	Iteration 12Q: 3 clusters Score -1.611128e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -16111895.000000 Penalty: 5816.041016
	Iteration 13Q: 3 clusters Score -1.61119e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121220 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -16112167.000000 Penalty: 5816.041016
	Iteration 14Q: 3 clusters Score -1.611217e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121512 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -16112417.000000 Penalty: 5816.041016
	Iteration 15Q: 3 clusters Score -1.611242e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16112580.000000 Penalty: 5816.041016
	Iteration 16Q: 3 clusters Score -1.611258e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -16112683.000000 Penalty: 5816.041016
	Iteration 17Q: 3 clusters Score -1.611268e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -16112752.000000 Penalty: 5816.041016
	Iteration 18Q: 3 clusters Score -1.611275e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121934 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16112805.000000 Penalty: 5816.041016
	Iteration 19Q: 3 clusters Score -1.61128e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -16112840.000000 Penalty: 5816.041016
	Iteration 20F: 3 clusters Score -1.611284e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122021 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16112884.000000 Penalty: 5816.041016
	Iteration 21Q: 3 clusters Score -1.611288e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -16112907.000000 Penalty: 5816.041016
	Iteration 22Q: 3 clusters Score -1.611291e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16112935.000000 Penalty: 5816.041016
	Iteration 23Q: 3 clusters Score -1.611294e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16112936.000000 Penalty: 5816.041016
	Iteration 24Q: 3 clusters Score -1.611294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16112962.000000 Penalty: 5816.041016
	Iteration 25Q: 3 clusters Score -1.611296e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122143 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16112981.000000 Penalty: 5816.041016
	Iteration 26Q: 3 clusters Score -1.611298e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122157 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16112998.000000 Penalty: 5816.041016
	Iteration 27Q: 3 clusters Score -1.6113e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122171 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -16113017.000000 Penalty: 5816.041016
	Iteration 28Q: 3 clusters Score -1.611302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16113021.000000 Penalty: 5816.041016
	Iteration 29Q: 3 clusters Score -1.611302e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122171 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -16113029.000000 Penalty: 5816.041016
	Iteration 30Q: 3 clusters Score -1.611303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -16113042.000000 Penalty: 5816.041016
	Iteration 31Q: 3 clusters Score -1.611304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16113064.000000 Penalty: 5816.041016
	Iteration 32Q: 3 clusters Score -1.611306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16113066.000000 Penalty: 5816.041016
	Iteration 33Q: 3 clusters Score -1.611307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122177 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -16113071.000000 Penalty: 5816.041016
	Iteration 34Q: 3 clusters Score -1.611307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -16113062.000000 Penalty: 5816.041016
	Iteration 35Q: 3 clusters Score -1.611306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16113074.000000 Penalty: 5816.041016
	Iteration 36Q: 3 clusters Score -1.611307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122183 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -16113089.000000 Penalty: 5816.041016
	Iteration 37Q: 3 clusters Score -1.611309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16113092.000000 Penalty: 5816.041016
	Iteration 38Q: 3 clusters Score -1.611309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -16113097.000000 Penalty: 5816.041016
	Iteration 39Q: 3 clusters Score -1.61131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16113092.000000 Penalty: 5816.041016
	Iteration 40F: 3 clusters Score -1.611309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122194 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -16113102.000000 Penalty: 5816.041016
	Iteration 41Q: 3 clusters Score -1.61131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16113120.000000 Penalty: 5816.041016
	Iteration 42Q: 3 clusters Score -1.611312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -16113122.000000 Penalty: 5816.041016
	Iteration 43Q: 3 clusters Score -1.611312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -16113139.000000 Penalty: 5816.041016
	Iteration 44Q: 3 clusters Score -1.611314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16113140.000000 Penalty: 5816.041016
	Iteration 45Q: 3 clusters Score -1.611314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16113158.000000 Penalty: 5816.041016
	Iteration 46Q: 3 clusters Score -1.611316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122242 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16113171.000000 Penalty: 5816.041016
	Iteration 47Q: 3 clusters Score -1.611317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16113184.000000 Penalty: 5816.041016
	Iteration 48Q: 3 clusters Score -1.611318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113187.000000 Penalty: 5816.041016
	Iteration 49Q: 3 clusters Score -1.611319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113191.000000 Penalty: 5816.041016
	Iteration 50Q: 3 clusters Score -1.611319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16113210.000000 Penalty: 5816.041016
	Iteration 51Q: 3 clusters Score -1.611321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16113206.000000 Penalty: 5816.041016
	Iteration 52Q: 3 clusters Score -1.611321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122255 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16113210.000000 Penalty: 5816.041016
	Iteration 53Q: 3 clusters Score -1.611321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -16113220.000000 Penalty: 5816.041016
	Iteration 54Q: 3 clusters Score -1.611322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16113227.000000 Penalty: 5816.041016
	Iteration 55Q: 3 clusters Score -1.611323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -16113228.000000 Penalty: 5816.041016
	Iteration 56Q: 3 clusters Score -1.611323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113227.000000 Penalty: 5816.041016
	Iteration 57Q: 3 clusters Score -1.611323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -16113233.000000 Penalty: 5816.041016
	Iteration 58Q: 3 clusters Score -1.611323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113230.000000 Penalty: 5816.041016
	Iteration 59Q: 3 clusters Score -1.611323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16113223.000000 Penalty: 5816.041016
	Iteration 60F: 3 clusters Score -1.611322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -16113228.000000 Penalty: 5816.041016
	Iteration 61Q: 3 clusters Score -1.611323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16113224.000000 Penalty: 5816.041016
	Iteration 62Q: 3 clusters Score -1.611322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -16113229.000000 Penalty: 5816.041016
	Iteration 63Q: 3 clusters Score -1.611323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122255 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16113237.000000 Penalty: 5816.041016
	Iteration 64Q: 3 clusters Score -1.611324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122255 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16113234.000000 Penalty: 5816.041016
	Iteration 65Q: 3 clusters Score -1.611323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -16113228.000000 Penalty: 5816.041016
	Iteration 66Q: 3 clusters Score -1.611323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -16113225.000000 Penalty: 5816.041016
	Iteration 67Q: 3 clusters Score -1.611322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16113232.000000 Penalty: 5816.041016
	Iteration 68Q: 3 clusters Score -1.611323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16113230.000000 Penalty: 5816.041016
	Iteration 69Q: 3 clusters Score -1.611323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16113228.000000 Penalty: 5816.041016
	Iteration 70Q: 3 clusters Score -1.611323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16113230.000000 Penalty: 5816.041016
	Iteration 71Q: 3 clusters Score -1.611323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113233.000000 Penalty: 5816.041016
	Iteration 72Q: 3 clusters Score -1.611323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113225.000000 Penalty: 5816.041016
	Iteration 73Q: 3 clusters Score -1.611322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16113232.000000 Penalty: 5816.041016
	Iteration 74Q: 3 clusters Score -1.611323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16113225.000000 Penalty: 5816.041016
	Iteration 75Q: 3 clusters Score -1.611322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122247 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16113232.000000 Penalty: 5816.041016
	Iteration 76Q: 3 clusters Score -1.611323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122247 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16113232.000000 Penalty: 5816.041016
	Iteration 77F: 3 clusters Score -1.611323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -613498.875000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -613498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -608835.625000 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -608835.6 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -610190.000000 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -610190 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -610568.375000 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -610568.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -610889.937500 Penalty: 4261.504883
	Iteration 3F: 3 clusters Score -610889.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -611227.250000 Penalty: 4261.504883
	Iteration 4F: 3 clusters Score -611227.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -611559.812500 Penalty: 4261.504883
	Iteration 5F: 3 clusters Score -611559.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -611903.812500 Penalty: 4261.504883
	Iteration 6F: 3 clusters Score -611903.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -612242.937500 Penalty: 4261.504883
	Iteration 7F: 3 clusters Score -612242.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -612481.625000 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -612481.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -612619.812500 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -612619.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -612735.000000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -612735 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -612861.812500 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -612861.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -612982.000000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -612982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -613098.375000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -613098.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -613191.437500 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -613191.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -613271.437500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -613271.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -613341.312500 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -613341.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -613408.937500 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -613408.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -613465.500000 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -613465.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -613509.625000 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -613509.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -613560.937500 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -613560.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -613642.500000 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -613642.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -613744.625000 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -613744.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -613830.125000 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -613830.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -613886.875000 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -613886.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -613912.125000 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -613912.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -613935.937500 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -613935.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -613956.375000 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -613956.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -613976.875000 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -613976.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -613992.687500 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -613992.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -614004.000000 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -614004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -614010.750000 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -614010.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -614017.375000 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -614017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -614021.875000 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -614021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -614026.312500 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -614026.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -614028.375000 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -614028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -614031.062500 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -614031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -614032.312500 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -614032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -614033.125000 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -614033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -614032.937500 Penalty: 4261.504883
	Iteration 39Q: 3 clusters Score -614032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -614034.312500 Penalty: 4261.504883
	Iteration 40F: 3 clusters Score -614034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -614033.562500 Penalty: 4261.504883
	Iteration 41Q: 3 clusters Score -614033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -614033.562500 Penalty: 4261.504883
	Iteration 42F: 3 clusters Score -614033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 3384 members 
Entering Unmasked Estep 
Score: -111250696.000000 Penalty: 142600.890625
Splitting cluster 19 changes total score from -111249976.000000 to -111250696.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (53127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Entering Unmasked Estep 
Score: -7026318.500000 Penalty: 2698.349365
	Iteration 0F: 2 clusters Score -7026318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6990749.000000 Penalty: 5396.698730
	Iteration 0F: 3 clusters Score -6990749 nChanged 24569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7004217.000000 Penalty: 5396.698730
	Iteration 1F: 3 clusters Score -7004217 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -7004769.500000 Penalty: 5396.698730
	Iteration 2Q: 3 clusters Score -7004770 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -7005378.500000 Penalty: 5396.698730
	Iteration 3Q: 3 clusters Score -7005378 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7006015.500000 Penalty: 5396.698730
	Iteration 4Q: 3 clusters Score -7006016 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -7006835.500000 Penalty: 5396.698730
	Iteration 5Q: 3 clusters Score -7006836 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -7008082.000000 Penalty: 5396.698730
	Iteration 6Q: 3 clusters Score -7008082 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -7009858.500000 Penalty: 5396.698730
	Iteration 7F: 3 clusters Score -7009858 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -7012104.000000 Penalty: 5396.698730
	Iteration 8F: 3 clusters Score -7012104 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -7014545.000000 Penalty: 5396.698730
	Iteration 9F: 3 clusters Score -7014545 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -7016870.500000 Penalty: 5396.698730
	Iteration 10F: 3 clusters Score -7016870 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -7018625.500000 Penalty: 5396.698730
	Iteration 11F: 3 clusters Score -7018626 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -7020028.000000 Penalty: 5396.698730
	Iteration 12Q: 3 clusters Score -7020028 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7021007.000000 Penalty: 5396.698730
	Iteration 13Q: 3 clusters Score -7021007 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7021816.500000 Penalty: 5396.698730
	Iteration 14Q: 3 clusters Score -7021816 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7022446.500000 Penalty: 5396.698730
	Iteration 15Q: 3 clusters Score -7022446 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7022866.500000 Penalty: 5396.698730
	Iteration 16Q: 3 clusters Score -7022866 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7023170.000000 Penalty: 5396.698730
	Iteration 17Q: 3 clusters Score -7023170 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7023438.000000 Penalty: 5396.698730
	Iteration 18Q: 3 clusters Score -7023438 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7023609.500000 Penalty: 5396.698730
	Iteration 19Q: 3 clusters Score -7023610 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7023761.000000 Penalty: 5396.698730
	Iteration 20F: 3 clusters Score -7023761 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7023847.500000 Penalty: 5396.698730
	Iteration 21Q: 3 clusters Score -7023848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7023923.500000 Penalty: 5396.698730
	Iteration 22Q: 3 clusters Score -7023924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7023970.500000 Penalty: 5396.698730
	Iteration 23Q: 3 clusters Score -7023970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7024012.000000 Penalty: 5396.698730
	Iteration 24Q: 3 clusters Score -7024012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7024032.000000 Penalty: 5396.698730
	Iteration 25Q: 3 clusters Score -7024032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7024043.000000 Penalty: 5396.698730
	Iteration 26Q: 3 clusters Score -7024043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7024066.500000 Penalty: 5396.698730
	Iteration 27Q: 3 clusters Score -7024066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7024086.500000 Penalty: 5396.698730
	Iteration 28Q: 3 clusters Score -7024086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7024102.500000 Penalty: 5396.698730
	Iteration 29Q: 3 clusters Score -7024102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7024116.500000 Penalty: 5396.698730
	Iteration 30Q: 3 clusters Score -7024116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7024132.000000 Penalty: 5396.698730
	Iteration 31Q: 3 clusters Score -7024132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7024149.500000 Penalty: 5396.698730
	Iteration 32Q: 3 clusters Score -7024150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7024159.500000 Penalty: 5396.698730
	Iteration 33Q: 3 clusters Score -7024160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7024170.000000 Penalty: 5396.698730
	Iteration 34Q: 3 clusters Score -7024170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7024168.500000 Penalty: 5396.698730
	Iteration 35Q: 3 clusters Score -7024168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7024171.000000 Penalty: 5396.698730
	Iteration 36Q: 3 clusters Score -7024171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7024177.000000 Penalty: 5396.698730
	Iteration 37Q: 3 clusters Score -7024177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7024181.500000 Penalty: 5396.698730
	Iteration 38Q: 3 clusters Score -7024182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7024189.500000 Penalty: 5396.698730
	Iteration 39Q: 3 clusters Score -7024190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7024192.500000 Penalty: 5396.698730
	Iteration 40F: 3 clusters Score -7024192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7024192.500000 Penalty: 5396.698730
	Iteration 41Q: 3 clusters Score -7024192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7024197.000000 Penalty: 5396.698730
	Iteration 42Q: 3 clusters Score -7024197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7024197.000000 Penalty: 5396.698730
	Iteration 43Q: 3 clusters Score -7024197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7024200.000000 Penalty: 5396.698730
	Iteration 44Q: 3 clusters Score -7024200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7024194.000000 Penalty: 5396.698730
	Iteration 45Q: 3 clusters Score -7024194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7024198.500000 Penalty: 5396.698730
	Iteration 46Q: 3 clusters Score -7024198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7024198.500000 Penalty: 5396.698730
	Iteration 47Q: 3 clusters Score -7024198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7024210.500000 Penalty: 5396.698730
	Iteration 48Q: 3 clusters Score -7024210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7024208.500000 Penalty: 5396.698730
	Iteration 49Q: 3 clusters Score -7024208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7024205.500000 Penalty: 5396.698730
	Iteration 50Q: 3 clusters Score -7024206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7024209.000000 Penalty: 5396.698730
	Iteration 51Q: 3 clusters Score -7024209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7024213.000000 Penalty: 5396.698730
	Iteration 52Q: 3 clusters Score -7024213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7024219.000000 Penalty: 5396.698730
	Iteration 53Q: 3 clusters Score -7024219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7024217.500000 Penalty: 5396.698730
	Iteration 54Q: 3 clusters Score -7024218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7024220.500000 Penalty: 5396.698730
	Iteration 55Q: 3 clusters Score -7024220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7024225.500000 Penalty: 5396.698730
	Iteration 56Q: 3 clusters Score -7024226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7024226.500000 Penalty: 5396.698730
	Iteration 57Q: 3 clusters Score -7024226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7024226.500000 Penalty: 5396.698730
	Iteration 58F: 3 clusters Score -7024226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Entering Unmasked Estep 
Score: -2732585.500000 Penalty: 2470.913086
	Iteration 0F: 2 clusters Score -2732586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2717874.000000 Penalty: 4941.826172
	Iteration 0F: 3 clusters Score -2717874 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2722663.750000 Penalty: 4941.826172
	Iteration 1F: 3 clusters Score -2722664 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2723040.500000 Penalty: 4941.826172
	Iteration 2F: 3 clusters Score -2723040 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2723441.000000 Penalty: 4941.826172
	Iteration 3Q: 3 clusters Score -2723441 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2724026.750000 Penalty: 4941.826172
	Iteration 4Q: 3 clusters Score -2724027 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2724721.250000 Penalty: 4941.826172
	Iteration 5Q: 3 clusters Score -2724721 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2725461.750000 Penalty: 4941.826172
	Iteration 6F: 3 clusters Score -2725462 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2726185.000000 Penalty: 4941.826172
	Iteration 7F: 3 clusters Score -2726185 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2726855.000000 Penalty: 4941.826172
	Iteration 8F: 3 clusters Score -2726855 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2727545.500000 Penalty: 4941.826172
	Iteration 9F: 3 clusters Score -2727546 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2728138.250000 Penalty: 4941.826172
	Iteration 10F: 3 clusters Score -2728138 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2728660.500000 Penalty: 4941.826172
	Iteration 11Q: 3 clusters Score -2728660 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2729177.000000 Penalty: 4941.826172
	Iteration 12Q: 3 clusters Score -2729177 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2729609.000000 Penalty: 4941.826172
	Iteration 13Q: 3 clusters Score -2729609 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2729987.250000 Penalty: 4941.826172
	Iteration 14Q: 3 clusters Score -2729987 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2730322.250000 Penalty: 4941.826172
	Iteration 15Q: 3 clusters Score -2730322 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2730687.750000 Penalty: 4941.826172
	Iteration 16Q: 3 clusters Score -2730688 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2731047.500000 Penalty: 4941.826172
	Iteration 17Q: 3 clusters Score -2731048 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2731375.750000 Penalty: 4941.826172
	Iteration 18Q: 3 clusters Score -2731376 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2731708.000000 Penalty: 4941.826172
	Iteration 19Q: 3 clusters Score -2731708 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2732075.500000 Penalty: 4941.826172
	Iteration 20F: 3 clusters Score -2732076 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2732286.000000 Penalty: 4941.826172
	Iteration 21Q: 3 clusters Score -2732286 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2732404.750000 Penalty: 4941.826172
	Iteration 22Q: 3 clusters Score -2732405 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2732465.500000 Penalty: 4941.826172
	Iteration 23Q: 3 clusters Score -2732466 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2732505.000000 Penalty: 4941.826172
	Iteration 24Q: 3 clusters Score -2732505 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2732545.500000 Penalty: 4941.826172
	Iteration 25Q: 3 clusters Score -2732546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2732567.000000 Penalty: 4941.826172
	Iteration 26Q: 3 clusters Score -2732567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2732588.000000 Penalty: 4941.826172
	Iteration 27Q: 3 clusters Score -2732588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2732608.500000 Penalty: 4941.826172
	Iteration 28Q: 3 clusters Score -2732608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2732608.000000 Penalty: 4941.826172
	Iteration 29Q: 3 clusters Score -2732608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2732620.000000 Penalty: 4941.826172
	Iteration 30Q: 3 clusters Score -2732620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2732625.500000 Penalty: 4941.826172
	Iteration 31Q: 3 clusters Score -2732626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2732622.250000 Penalty: 4941.826172
	Iteration 32Q: 3 clusters Score -2732622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2732624.750000 Penalty: 4941.826172
	Iteration 33Q: 3 clusters Score -2732625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2732626.000000 Penalty: 4941.826172
	Iteration 34Q: 3 clusters Score -2732626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2732622.250000 Penalty: 4941.826172
	Iteration 35Q: 3 clusters Score -2732622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2732624.000000 Penalty: 4941.826172
	Iteration 36Q: 3 clusters Score -2732624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2732622.500000 Penalty: 4941.826172
	Iteration 37Q: 3 clusters Score -2732622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2732622.250000 Penalty: 4941.826172
	Iteration 38Q: 3 clusters Score -2732622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2732630.000000 Penalty: 4941.826172
	Iteration 39Q: 3 clusters Score -2732630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2732624.750000 Penalty: 4941.826172
	Iteration 40F: 3 clusters Score -2732625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 3384 members 
Mstep: Class 43 contains 19777 members 
Entering Unmasked Estep 
Score: -111249776.000000 Penalty: 145996.140625
Splitting cluster 21 changes total score from -111249976.000000 to -111249776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (15521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Entering Unmasked Estep 
Score: -1953585.000000 Penalty: 2393.187256
	Iteration 0F: 2 clusters Score -1953585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1942367.250000 Penalty: 4786.374512
	Iteration 0F: 3 clusters Score -1942367 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1946101.625000 Penalty: 4786.374512
	Iteration 1F: 3 clusters Score -1946102 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1946594.250000 Penalty: 4786.374512
	Iteration 2F: 3 clusters Score -1946594 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1946982.000000 Penalty: 4786.374512
	Iteration 3F: 3 clusters Score -1946982 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1947317.750000 Penalty: 4786.374512
	Iteration 4Q: 3 clusters Score -1947318 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1947736.625000 Penalty: 4786.374512
	Iteration 5Q: 3 clusters Score -1947737 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1948231.625000 Penalty: 4786.374512
	Iteration 6F: 3 clusters Score -1948232 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1948805.750000 Penalty: 4786.374512
	Iteration 7F: 3 clusters Score -1948806 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1949423.250000 Penalty: 4786.374512
	Iteration 8F: 3 clusters Score -1949423 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1950021.250000 Penalty: 4786.374512
	Iteration 9F: 3 clusters Score -1950021 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1950578.000000 Penalty: 4786.374512
	Iteration 10F: 3 clusters Score -1950578 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1951067.000000 Penalty: 4786.374512
	Iteration 11Q: 3 clusters Score -1951067 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1951447.625000 Penalty: 4786.374512
	Iteration 12Q: 3 clusters Score -1951448 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1951744.250000 Penalty: 4786.374512
	Iteration 13Q: 3 clusters Score -1951744 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1951941.000000 Penalty: 4786.374512
	Iteration 14Q: 3 clusters Score -1951941 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1952077.000000 Penalty: 4786.374512
	Iteration 15Q: 3 clusters Score -1952077 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1952173.875000 Penalty: 4786.374512
	Iteration 16Q: 3 clusters Score -1952174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1952228.250000 Penalty: 4786.374512
	Iteration 17Q: 3 clusters Score -1952228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1952273.125000 Penalty: 4786.374512
	Iteration 18Q: 3 clusters Score -1952273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1952308.625000 Penalty: 4786.374512
	Iteration 19Q: 3 clusters Score -1952309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1952326.125000 Penalty: 4786.374512
	Iteration 20F: 3 clusters Score -1952326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1952338.500000 Penalty: 4786.374512
	Iteration 21Q: 3 clusters Score -1952338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1952349.125000 Penalty: 4786.374512
	Iteration 22Q: 3 clusters Score -1952349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1952354.500000 Penalty: 4786.374512
	Iteration 23Q: 3 clusters Score -1952354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1952359.500000 Penalty: 4786.374512
	Iteration 24Q: 3 clusters Score -1952360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1952364.750000 Penalty: 4786.374512
	Iteration 25Q: 3 clusters Score -1952365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1952367.625000 Penalty: 4786.374512
	Iteration 26Q: 3 clusters Score -1952368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1952373.500000 Penalty: 4786.374512
	Iteration 27Q: 3 clusters Score -1952374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1952381.750000 Penalty: 4786.374512
	Iteration 28Q: 3 clusters Score -1952382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1952382.000000 Penalty: 4786.374512
	Iteration 29Q: 3 clusters Score -1952382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1952381.500000 Penalty: 4786.374512
	Iteration 30Q: 3 clusters Score -1952382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1952382.375000 Penalty: 4786.374512
	Iteration 31Q: 3 clusters Score -1952382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1952382.625000 Penalty: 4786.374512
	Iteration 32Q: 3 clusters Score -1952383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1952382.500000 Penalty: 4786.374512
	Iteration 33Q: 3 clusters Score -1952382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1952384.125000 Penalty: 4786.374512
	Iteration 34Q: 3 clusters Score -1952384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1952384.250000 Penalty: 4786.374512
	Iteration 35Q: 3 clusters Score -1952384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1952385.000000 Penalty: 4786.374512
	Iteration 36Q: 3 clusters Score -1952385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1952384.625000 Penalty: 4786.374512
	Iteration 37Q: 3 clusters Score -1952385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1952384.000000 Penalty: 4786.374512
	Iteration 38Q: 3 clusters Score -1952384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1952385.000000 Penalty: 4786.374512
	Iteration 39Q: 3 clusters Score -1952385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1952385.000000 Penalty: 4786.374512
	Iteration 40F: 3 clusters Score -1952385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -561583.500000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -561583.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -557482.875000 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -557482.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -558518.250000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -558518.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -558825.062500 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -558825.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -559026.812500 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -559026.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -559155.750000 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -559155.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -559285.437500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -559285.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -559397.687500 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -559397.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -559521.187500 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -559521.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -559646.750000 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -559646.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -559761.375000 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -559761.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -559889.000000 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -559889 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -560015.062500 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -560015.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -560140.750000 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -560140.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -560241.500000 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -560241.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -560318.562500 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -560318.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -560365.375000 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -560365.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -560426.312500 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -560426.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -560476.625000 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -560476.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -560528.500000 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -560528.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -560580.625000 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -560580.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -560628.875000 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -560628.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -560683.875000 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -560683.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -560716.500000 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -560716.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -560745.687500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -560745.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -560790.750000 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -560790.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -560849.562500 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -560849.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -560881.937500 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -560881.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -560902.125000 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -560902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -560907.500000 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -560907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -560908.000000 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -560908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -560909.000000 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -560909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -560909.750000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -560909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -560911.750000 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -560911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -560912.375000 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -560912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -560912.750000 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -560912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -560913.437500 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -560913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -560913.187500 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -560913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -560914.000000 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -560914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -560913.812500 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -560913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -560915.750000 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -560915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -560917.312500 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -560917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -560916.875000 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -560916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -560918.375000 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -560918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -560918.375000 Penalty: 4164.940430
	Iteration 43F: 3 clusters Score -560918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -1100357.000000 Penalty: 2246.760498
	Iteration 0F: 2 clusters Score -1100357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1093600.375000 Penalty: 4493.520996
	Iteration 0F: 3 clusters Score -1093600 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1095725.000000 Penalty: 4493.520996
	Iteration 1F: 3 clusters Score -1095725 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1096197.125000 Penalty: 4493.520996
	Iteration 2F: 3 clusters Score -1096197 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1096565.750000 Penalty: 4493.520996
	Iteration 3F: 3 clusters Score -1096566 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1096915.000000 Penalty: 4493.520996
	Iteration 4F: 3 clusters Score -1096915 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1097218.375000 Penalty: 4493.520996
	Iteration 5F: 3 clusters Score -1097218 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1097453.750000 Penalty: 4493.520996
	Iteration 6Q: 3 clusters Score -1097454 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1097640.875000 Penalty: 4493.520996
	Iteration 7Q: 3 clusters Score -1097641 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1097770.000000 Penalty: 4493.520996
	Iteration 8Q: 3 clusters Score -1097770 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1097843.875000 Penalty: 4493.520996
	Iteration 9Q: 3 clusters Score -1097844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1097895.000000 Penalty: 4493.520996
	Iteration 10Q: 3 clusters Score -1097895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1097931.625000 Penalty: 4493.520996
	Iteration 11Q: 3 clusters Score -1097932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1097960.125000 Penalty: 4493.520996
	Iteration 12Q: 3 clusters Score -1097960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1097985.875000 Penalty: 4493.520996
	Iteration 13Q: 3 clusters Score -1097986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1098018.875000 Penalty: 4493.520996
	Iteration 14Q: 3 clusters Score -1098019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1098050.500000 Penalty: 4493.520996
	Iteration 15Q: 3 clusters Score -1098050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1098089.750000 Penalty: 4493.520996
	Iteration 16Q: 3 clusters Score -1098090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1098138.250000 Penalty: 4493.520996
	Iteration 17Q: 3 clusters Score -1098138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1098183.625000 Penalty: 4493.520996
	Iteration 18Q: 3 clusters Score -1098184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1098223.375000 Penalty: 4493.520996
	Iteration 19Q: 3 clusters Score -1098223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1098265.375000 Penalty: 4493.520996
	Iteration 20F: 3 clusters Score -1098265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1098310.500000 Penalty: 4493.520996
	Iteration 21Q: 3 clusters Score -1098310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1098359.750000 Penalty: 4493.520996
	Iteration 22Q: 3 clusters Score -1098360 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1098401.250000 Penalty: 4493.520996
	Iteration 23Q: 3 clusters Score -1098401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1098455.500000 Penalty: 4493.520996
	Iteration 24Q: 3 clusters Score -1098456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1098512.375000 Penalty: 4493.520996
	Iteration 25Q: 3 clusters Score -1098512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1098559.500000 Penalty: 4493.520996
	Iteration 26Q: 3 clusters Score -1098560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1098598.375000 Penalty: 4493.520996
	Iteration 27Q: 3 clusters Score -1098598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1098618.375000 Penalty: 4493.520996
	Iteration 28Q: 3 clusters Score -1098618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1098635.625000 Penalty: 4493.520996
	Iteration 29Q: 3 clusters Score -1098636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1098653.500000 Penalty: 4493.520996
	Iteration 30Q: 3 clusters Score -1098654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1098670.375000 Penalty: 4493.520996
	Iteration 31Q: 3 clusters Score -1098670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1098683.750000 Penalty: 4493.520996
	Iteration 32Q: 3 clusters Score -1098684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1098694.000000 Penalty: 4493.520996
	Iteration 33Q: 3 clusters Score -1098694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1098703.875000 Penalty: 4493.520996
	Iteration 34Q: 3 clusters Score -1098704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1098705.375000 Penalty: 4493.520996
	Iteration 35Q: 3 clusters Score -1098705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1098708.500000 Penalty: 4493.520996
	Iteration 36Q: 3 clusters Score -1098708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1098714.750000 Penalty: 4493.520996
	Iteration 37Q: 3 clusters Score -1098715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1098717.250000 Penalty: 4493.520996
	Iteration 38Q: 3 clusters Score -1098717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1098719.375000 Penalty: 4493.520996
	Iteration 39Q: 3 clusters Score -1098719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1098725.750000 Penalty: 4493.520996
	Iteration 40F: 3 clusters Score -1098726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1098727.000000 Penalty: 4493.520996
	Iteration 41Q: 3 clusters Score -1098727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1098732.250000 Penalty: 4493.520996
	Iteration 42Q: 3 clusters Score -1098732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1098731.000000 Penalty: 4493.520996
	Iteration 43Q: 3 clusters Score -1098731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1098733.500000 Penalty: 4493.520996
	Iteration 44Q: 3 clusters Score -1098734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1098734.875000 Penalty: 4493.520996
	Iteration 45Q: 3 clusters Score -1098735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1098736.250000 Penalty: 4493.520996
	Iteration 46Q: 3 clusters Score -1098736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1098738.375000 Penalty: 4493.520996
	Iteration 47Q: 3 clusters Score -1098738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1098741.125000 Penalty: 4493.520996
	Iteration 48Q: 3 clusters Score -1098741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1098743.125000 Penalty: 4493.520996
	Iteration 49Q: 3 clusters Score -1098743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1098744.125000 Penalty: 4493.520996
	Iteration 50Q: 3 clusters Score -1098744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1098744.125000 Penalty: 4493.520996
	Iteration 51Q: 3 clusters Score -1098744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1098744.125000 Penalty: 4493.520996
	Iteration 52F: 3 clusters Score -1098744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Entering Unmasked Estep 
Score: -1964868.625000 Penalty: 2390.294678
	Iteration 0F: 2 clusters Score -1964869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1953822.500000 Penalty: 4780.589355
	Iteration 0F: 3 clusters Score -1953822 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1957375.125000 Penalty: 4780.589355
	Iteration 1F: 3 clusters Score -1957375 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1957805.750000 Penalty: 4780.589355
	Iteration 2F: 3 clusters Score -1957806 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1958290.000000 Penalty: 4780.589355
	Iteration 3F: 3 clusters Score -1958290 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1959003.500000 Penalty: 4780.589355
	Iteration 4F: 3 clusters Score -1959004 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1959794.125000 Penalty: 4780.589355
	Iteration 5F: 3 clusters Score -1959794 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1960579.750000 Penalty: 4780.589355
	Iteration 6F: 3 clusters Score -1960580 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1961303.375000 Penalty: 4780.589355
	Iteration 7F: 3 clusters Score -1961303 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1961967.875000 Penalty: 4780.589355
	Iteration 8F: 3 clusters Score -1961968 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1962498.375000 Penalty: 4780.589355
	Iteration 9F: 3 clusters Score -1962498 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1962930.125000 Penalty: 4780.589355
	Iteration 10Q: 3 clusters Score -1962930 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1963278.125000 Penalty: 4780.589355
	Iteration 11Q: 3 clusters Score -1963278 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1963586.750000 Penalty: 4780.589355
	Iteration 12Q: 3 clusters Score -1963587 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1963838.000000 Penalty: 4780.589355
	Iteration 13Q: 3 clusters Score -1963838 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1964027.875000 Penalty: 4780.589355
	Iteration 14Q: 3 clusters Score -1964028 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1964162.000000 Penalty: 4780.589355
	Iteration 15Q: 3 clusters Score -1964162 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1964264.625000 Penalty: 4780.589355
	Iteration 16Q: 3 clusters Score -1964265 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1964345.250000 Penalty: 4780.589355
	Iteration 17Q: 3 clusters Score -1964345 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1964394.625000 Penalty: 4780.589355
	Iteration 18Q: 3 clusters Score -1964395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1964436.750000 Penalty: 4780.589355
	Iteration 19Q: 3 clusters Score -1964437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1964471.375000 Penalty: 4780.589355
	Iteration 20F: 3 clusters Score -1964471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1964498.000000 Penalty: 4780.589355
	Iteration 21Q: 3 clusters Score -1964498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1964518.250000 Penalty: 4780.589355
	Iteration 22Q: 3 clusters Score -1964518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1964547.875000 Penalty: 4780.589355
	Iteration 23Q: 3 clusters Score -1964548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1964564.625000 Penalty: 4780.589355
	Iteration 24Q: 3 clusters Score -1964565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1964576.375000 Penalty: 4780.589355
	Iteration 25Q: 3 clusters Score -1964576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1964576.750000 Penalty: 4780.589355
	Iteration 26Q: 3 clusters Score -1964577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1964581.625000 Penalty: 4780.589355
	Iteration 27Q: 3 clusters Score -1964582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1964585.125000 Penalty: 4780.589355
	Iteration 28Q: 3 clusters Score -1964585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1964592.125000 Penalty: 4780.589355
	Iteration 29Q: 3 clusters Score -1964592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1964593.125000 Penalty: 4780.589355
	Iteration 30Q: 3 clusters Score -1964593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1964604.500000 Penalty: 4780.589355
	Iteration 31Q: 3 clusters Score -1964604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1964609.750000 Penalty: 4780.589355
	Iteration 32Q: 3 clusters Score -1964610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1964616.625000 Penalty: 4780.589355
	Iteration 33Q: 3 clusters Score -1964617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1964618.750000 Penalty: 4780.589355
	Iteration 34Q: 3 clusters Score -1964619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1964619.000000 Penalty: 4780.589355
	Iteration 35Q: 3 clusters Score -1964619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1964622.625000 Penalty: 4780.589355
	Iteration 36Q: 3 clusters Score -1964623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1964627.125000 Penalty: 4780.589355
	Iteration 37Q: 3 clusters Score -1964627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1964632.000000 Penalty: 4780.589355
	Iteration 38Q: 3 clusters Score -1964632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1964635.500000 Penalty: 4780.589355
	Iteration 39Q: 3 clusters Score -1964636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1964630.625000 Penalty: 4780.589355
	Iteration 40F: 3 clusters Score -1964631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1964636.500000 Penalty: 4780.589355
	Iteration 41Q: 3 clusters Score -1964636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1964643.250000 Penalty: 4780.589355
	Iteration 42Q: 3 clusters Score -1964643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1964644.125000 Penalty: 4780.589355
	Iteration 43Q: 3 clusters Score -1964644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1964648.625000 Penalty: 4780.589355
	Iteration 44Q: 3 clusters Score -1964649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1964651.125000 Penalty: 4780.589355
	Iteration 45Q: 3 clusters Score -1964651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1964654.000000 Penalty: 4780.589355
	Iteration 46Q: 3 clusters Score -1964654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1964654.000000 Penalty: 4780.589355
	Iteration 47Q: 3 clusters Score -1964654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1964655.500000 Penalty: 4780.589355
	Iteration 48Q: 3 clusters Score -1964656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1964663.375000 Penalty: 4780.589355
	Iteration 49Q: 3 clusters Score -1964663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1964667.750000 Penalty: 4780.589355
	Iteration 50Q: 3 clusters Score -1964668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1964668.875000 Penalty: 4780.589355
	Iteration 51Q: 3 clusters Score -1964669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1964666.750000 Penalty: 4780.589355
	Iteration 52Q: 3 clusters Score -1964667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1964674.000000 Penalty: 4780.589355
	Iteration 53Q: 3 clusters Score -1964674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1964671.000000 Penalty: 4780.589355
	Iteration 54Q: 3 clusters Score -1964671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1964674.125000 Penalty: 4780.589355
	Iteration 55Q: 3 clusters Score -1964674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1964667.125000 Penalty: 4780.589355
	Iteration 56Q: 3 clusters Score -1964667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1964671.125000 Penalty: 4780.589355
	Iteration 57Q: 3 clusters Score -1964671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1964676.375000 Penalty: 4780.589355
	Iteration 58Q: 3 clusters Score -1964676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1964681.500000 Penalty: 4780.589355
	Iteration 59Q: 3 clusters Score -1964682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1964683.000000 Penalty: 4780.589355
	Iteration 60F: 3 clusters Score -1964683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1964683.500000 Penalty: 4780.589355
	Iteration 61Q: 3 clusters Score -1964684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1964685.625000 Penalty: 4780.589355
	Iteration 62Q: 3 clusters Score -1964686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1964690.625000 Penalty: 4780.589355
	Iteration 63Q: 3 clusters Score -1964691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1964688.125000 Penalty: 4780.589355
	Iteration 64Q: 3 clusters Score -1964688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1964683.000000 Penalty: 4780.589355
	Iteration 65Q: 3 clusters Score -1964683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1964684.000000 Penalty: 4780.589355
	Iteration 66Q: 3 clusters Score -1964684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1964692.250000 Penalty: 4780.589355
	Iteration 67Q: 3 clusters Score -1964692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1964693.250000 Penalty: 4780.589355
	Iteration 68Q: 3 clusters Score -1964693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1964703.125000 Penalty: 4780.589355
	Iteration 69Q: 3 clusters Score -1964703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1964705.250000 Penalty: 4780.589355
	Iteration 70Q: 3 clusters Score -1964705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1964708.000000 Penalty: 4780.589355
	Iteration 71Q: 3 clusters Score -1964708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1964713.125000 Penalty: 4780.589355
	Iteration 72Q: 3 clusters Score -1964713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1964719.250000 Penalty: 4780.589355
	Iteration 73Q: 3 clusters Score -1964719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1964724.000000 Penalty: 4780.589355
	Iteration 74Q: 3 clusters Score -1964724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1964726.000000 Penalty: 4780.589355
	Iteration 75Q: 3 clusters Score -1964726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1964725.250000 Penalty: 4780.589355
	Iteration 76Q: 3 clusters Score -1964725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1964729.500000 Penalty: 4780.589355
	Iteration 77Q: 3 clusters Score -1964730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1964726.625000 Penalty: 4780.589355
	Iteration 78Q: 3 clusters Score -1964727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1964729.125000 Penalty: 4780.589355
	Iteration 79Q: 3 clusters Score -1964729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1964735.750000 Penalty: 4780.589355
	Iteration 80F: 3 clusters Score -1964736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1964741.500000 Penalty: 4780.589355
	Iteration 81Q: 3 clusters Score -1964742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1964742.125000 Penalty: 4780.589355
	Iteration 82Q: 3 clusters Score -1964742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1964748.500000 Penalty: 4780.589355
	Iteration 83Q: 3 clusters Score -1964748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1964755.250000 Penalty: 4780.589355
	Iteration 84Q: 3 clusters Score -1964755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1964762.250000 Penalty: 4780.589355
	Iteration 85Q: 3 clusters Score -1964762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1964769.625000 Penalty: 4780.589355
	Iteration 86Q: 3 clusters Score -1964770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1964778.750000 Penalty: 4780.589355
	Iteration 87Q: 3 clusters Score -1964779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1964791.625000 Penalty: 4780.589355
	Iteration 88Q: 3 clusters Score -1964792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1964801.250000 Penalty: 4780.589355
	Iteration 89Q: 3 clusters Score -1964801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1964813.000000 Penalty: 4780.589355
	Iteration 90Q: 3 clusters Score -1964813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1964819.500000 Penalty: 4780.589355
	Iteration 91Q: 3 clusters Score -1964820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1964827.125000 Penalty: 4780.589355
	Iteration 92Q: 3 clusters Score -1964827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1964828.000000 Penalty: 4780.589355
	Iteration 93Q: 3 clusters Score -1964828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1964846.875000 Penalty: 4780.589355
	Iteration 94Q: 3 clusters Score -1964847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1964849.000000 Penalty: 4780.589355
	Iteration 95Q: 3 clusters Score -1964849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1964850.125000 Penalty: 4780.589355
	Iteration 96Q: 3 clusters Score -1964850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1964860.875000 Penalty: 4780.589355
	Iteration 97Q: 3 clusters Score -1964861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1964865.125000 Penalty: 4780.589355
	Iteration 98Q: 3 clusters Score -1964865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1964868.875000 Penalty: 4780.589355
	Iteration 99Q: 3 clusters Score -1964869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1964874.125000 Penalty: 4780.589355
	Iteration 100F: 3 clusters Score -1964874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1964877.375000 Penalty: 4780.589355
	Iteration 101Q: 3 clusters Score -1964877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1964876.875000 Penalty: 4780.589355
	Iteration 102Q: 3 clusters Score -1964877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1964883.750000 Penalty: 4780.589355
	Iteration 103Q: 3 clusters Score -1964884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1964890.125000 Penalty: 4780.589355
	Iteration 104Q: 3 clusters Score -1964890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1964893.750000 Penalty: 4780.589355
	Iteration 105Q: 3 clusters Score -1964894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1964900.125000 Penalty: 4780.589355
	Iteration 106Q: 3 clusters Score -1964900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1964906.875000 Penalty: 4780.589355
	Iteration 107Q: 3 clusters Score -1964907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1964911.500000 Penalty: 4780.589355
	Iteration 108Q: 3 clusters Score -1964912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1964913.125000 Penalty: 4780.589355
	Iteration 109Q: 3 clusters Score -1964913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1964923.250000 Penalty: 4780.589355
	Iteration 110Q: 3 clusters Score -1964923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1964923.875000 Penalty: 4780.589355
	Iteration 111Q: 3 clusters Score -1964924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1964929.250000 Penalty: 4780.589355
	Iteration 112Q: 3 clusters Score -1964929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1964927.875000 Penalty: 4780.589355
	Iteration 113Q: 3 clusters Score -1964928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1964928.250000 Penalty: 4780.589355
	Iteration 114Q: 3 clusters Score -1964928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1964930.250000 Penalty: 4780.589355
	Iteration 115Q: 3 clusters Score -1964930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1964940.250000 Penalty: 4780.589355
	Iteration 116Q: 3 clusters Score -1964940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1964936.625000 Penalty: 4780.589355
	Iteration 117Q: 3 clusters Score -1964937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1964934.625000 Penalty: 4780.589355
	Iteration 118Q: 3 clusters Score -1964935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1964938.500000 Penalty: 4780.589355
	Iteration 119Q: 3 clusters Score -1964938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1964940.625000 Penalty: 4780.589355
	Iteration 120F: 3 clusters Score -1964941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1964942.000000 Penalty: 4780.589355
	Iteration 121Q: 3 clusters Score -1964942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1964944.375000 Penalty: 4780.589355
	Iteration 122Q: 3 clusters Score -1964944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1964948.750000 Penalty: 4780.589355
	Iteration 123Q: 3 clusters Score -1964949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1964948.375000 Penalty: 4780.589355
	Iteration 124Q: 3 clusters Score -1964948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1964948.750000 Penalty: 4780.589355
	Iteration 125Q: 3 clusters Score -1964949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1964948.750000 Penalty: 4780.589355
	Iteration 126Q: 3 clusters Score -1964949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1964948.250000 Penalty: 4780.589355
	Iteration 127Q: 3 clusters Score -1964948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1964948.250000 Penalty: 4780.589355
	Iteration 128Q: 3 clusters Score -1964948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1964948.625000 Penalty: 4780.589355
	Iteration 129Q: 3 clusters Score -1964949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1964947.500000 Penalty: 4780.589355
	Iteration 130Q: 3 clusters Score -1964948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1964948.625000 Penalty: 4780.589355
	Iteration 131Q: 3 clusters Score -1964949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1964951.875000 Penalty: 4780.589355
	Iteration 132Q: 3 clusters Score -1964952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1964953.000000 Penalty: 4780.589355
	Iteration 133Q: 3 clusters Score -1964953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1964952.625000 Penalty: 4780.589355
	Iteration 134Q: 3 clusters Score -1964953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1964954.625000 Penalty: 4780.589355
	Iteration 135Q: 3 clusters Score -1964955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1964954.625000 Penalty: 4780.589355
	Iteration 136F: 3 clusters Score -1964955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 3870 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 3384 members 
Mstep: Class 43 contains 11471 members 
Entering Unmasked Estep 
Score: -111249752.000000 Penalty: 145996.140625
Splitting cluster 25 changes total score from -111249976.000000 to -111249752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (95777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Entering Unmasked Estep 
Score: -12499712.000000 Penalty: 2844.504883
	Iteration 0F: 2 clusters Score -1.249971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -12435453.000000 Penalty: 5689.009766
	Iteration 0F: 3 clusters Score -1.243545e+07 nChanged 45461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -12461477.000000 Penalty: 5689.009766
	Iteration 1F: 3 clusters Score -1.246148e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -12462380.000000 Penalty: 5689.009766
	Iteration 2Q: 3 clusters Score -1.246238e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -12463589.000000 Penalty: 5689.009766
	Iteration 3Q: 3 clusters Score -1.246359e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -12465273.000000 Penalty: 5689.009766
	Iteration 4Q: 3 clusters Score -1.246527e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -12467869.000000 Penalty: 5689.009766
	Iteration 5F: 3 clusters Score -1.246787e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -12472392.000000 Penalty: 5689.009766
	Iteration 6F: 3 clusters Score -1.247239e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -12478947.000000 Penalty: 5689.009766
	Iteration 7F: 3 clusters Score -1.247895e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -12486038.000000 Penalty: 5689.009766
	Iteration 8F: 3 clusters Score -1.248604e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -12491243.000000 Penalty: 5689.009766
	Iteration 9F: 3 clusters Score -1.249124e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -12494201.000000 Penalty: 5689.009766
	Iteration 10Q: 3 clusters Score -1.24942e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -12495650.000000 Penalty: 5689.009766
	Iteration 11Q: 3 clusters Score -1.249565e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -12496460.000000 Penalty: 5689.009766
	Iteration 12Q: 3 clusters Score -1.249646e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -12496908.000000 Penalty: 5689.009766
	Iteration 13Q: 3 clusters Score -1.249691e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -12497191.000000 Penalty: 5689.009766
	Iteration 14Q: 3 clusters Score -1.249719e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -12497313.000000 Penalty: 5689.009766
	Iteration 15Q: 3 clusters Score -1.249731e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -12497407.000000 Penalty: 5689.009766
	Iteration 16Q: 3 clusters Score -1.249741e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -12497490.000000 Penalty: 5689.009766
	Iteration 17Q: 3 clusters Score -1.249749e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -12497517.000000 Penalty: 5689.009766
	Iteration 18Q: 3 clusters Score -1.249752e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -12497509.000000 Penalty: 5689.009766
	Iteration 19Q: 3 clusters Score -1.249751e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -12497520.000000 Penalty: 5689.009766
	Iteration 20F: 3 clusters Score -1.249752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -12497549.000000 Penalty: 5689.009766
	Iteration 21Q: 3 clusters Score -1.249755e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -12497567.000000 Penalty: 5689.009766
	Iteration 22Q: 3 clusters Score -1.249757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -12497565.000000 Penalty: 5689.009766
	Iteration 23Q: 3 clusters Score -1.249756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -12497579.000000 Penalty: 5689.009766
	Iteration 24Q: 3 clusters Score -1.249758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -12497587.000000 Penalty: 5689.009766
	Iteration 25Q: 3 clusters Score -1.249759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -12497603.000000 Penalty: 5689.009766
	Iteration 26Q: 3 clusters Score -1.24976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -12497618.000000 Penalty: 5689.009766
	Iteration 27Q: 3 clusters Score -1.249762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -12497630.000000 Penalty: 5689.009766
	Iteration 28Q: 3 clusters Score -1.249763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -12497637.000000 Penalty: 5689.009766
	Iteration 29Q: 3 clusters Score -1.249764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -12497623.000000 Penalty: 5689.009766
	Iteration 30Q: 3 clusters Score -1.249762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -12497631.000000 Penalty: 5689.009766
	Iteration 31Q: 3 clusters Score -1.249763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -12497638.000000 Penalty: 5689.009766
	Iteration 32Q: 3 clusters Score -1.249764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -12497631.000000 Penalty: 5689.009766
	Iteration 33Q: 3 clusters Score -1.249763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -12497633.000000 Penalty: 5689.009766
	Iteration 34Q: 3 clusters Score -1.249763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -12497622.000000 Penalty: 5689.009766
	Iteration 35Q: 3 clusters Score -1.249762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -12497622.000000 Penalty: 5689.009766
	Iteration 36Q: 3 clusters Score -1.249762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -12497622.000000 Penalty: 5689.009766
	Iteration 37Q: 3 clusters Score -1.249762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -12497618.000000 Penalty: 5689.009766
	Iteration 38Q: 3 clusters Score -1.249762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -12497622.000000 Penalty: 5689.009766
	Iteration 39Q: 3 clusters Score -1.249762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -12497629.000000 Penalty: 5689.009766
	Iteration 40F: 3 clusters Score -1.249763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 94242 members 
Entering Unmasked Estep 
Score: -12497620.000000 Penalty: 5689.009766
	Iteration 41Q: 3 clusters Score -1.249762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -12497625.000000 Penalty: 5689.009766
	Iteration 42Q: 3 clusters Score -1.249762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 94245 members 
Entering Unmasked Estep 
Score: -12497626.000000 Penalty: 5689.009766
	Iteration 43Q: 3 clusters Score -1.249763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -12497628.000000 Penalty: 5689.009766
	Iteration 44Q: 3 clusters Score -1.249763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -12497628.000000 Penalty: 5689.009766
	Iteration 45F: 3 clusters Score -1.249763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -319259.968750 Penalty: 1968.468872
	Iteration 0F: 2 clusters Score -319260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -316333.281250 Penalty: 3936.937744
	Iteration 0F: 3 clusters Score -316333.3 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -317581.843750 Penalty: 3936.937744
	Iteration 1F: 3 clusters Score -317581.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -318112.750000 Penalty: 3936.937744
	Iteration 2F: 3 clusters Score -318112.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -318400.375000 Penalty: 3936.937744
	Iteration 3F: 3 clusters Score -318400.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -318623.562500 Penalty: 3936.937744
	Iteration 4F: 3 clusters Score -318623.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -318829.218750 Penalty: 3936.937744
	Iteration 5Q: 3 clusters Score -318829.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -319020.281250 Penalty: 3936.937744
	Iteration 6Q: 3 clusters Score -319020.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -319185.750000 Penalty: 3936.937744
	Iteration 7Q: 3 clusters Score -319185.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -319316.781250 Penalty: 3936.937744
	Iteration 8Q: 3 clusters Score -319316.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -319384.437500 Penalty: 3936.937744
	Iteration 9Q: 3 clusters Score -319384.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -319425.843750 Penalty: 3936.937744
	Iteration 10Q: 3 clusters Score -319425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -319449.031250 Penalty: 3936.937744
	Iteration 11Q: 3 clusters Score -319449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -319453.187500 Penalty: 3936.937744
	Iteration 12Q: 3 clusters Score -319453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -319454.875000 Penalty: 3936.937744
	Iteration 13Q: 3 clusters Score -319454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -319454.875000 Penalty: 3936.937744
	Iteration 14F: 3 clusters Score -319454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 3384 members 
Mstep: Class 43 contains 481 members 
Entering Unmasked Estep 
Score: -111249512.000000 Penalty: 145996.140625
Splitting cluster 27 changes total score from -111249976.000000 to -111249512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -610459.937500 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -610459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -606115.125000 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -606115.1 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -607118.937500 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -607118.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -607320.437500 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -607320.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -607445.312500 Penalty: 4197.936035
	Iteration 3Q: 3 clusters Score -607445.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -607548.125000 Penalty: 4197.936035
	Iteration 4Q: 3 clusters Score -607548.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -607640.187500 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -607640.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -607723.812500 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -607723.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -607804.000000 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -607804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -607876.250000 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -607876.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -607955.625000 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -607955.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -608046.187500 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -608046.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -608129.562500 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -608129.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -608211.500000 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -608211.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -608263.625000 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -608263.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -608312.250000 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -608312.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -608347.312500 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -608347.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -608379.875000 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -608379.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -608413.937500 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -608413.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -608439.437500 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -608439.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -608464.625000 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -608464.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -608488.875000 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -608488.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -608513.062500 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -608513.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -608535.125000 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -608535.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -608551.750000 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -608551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -608557.750000 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -608557.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -608564.500000 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -608564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -608572.687500 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -608572.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -608582.000000 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -608582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -608595.500000 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -608595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -608604.250000 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -608604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -608615.812500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -608615.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -608623.562500 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -608623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -608631.375000 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -608631.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -608639.437500 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -608639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -608646.750000 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -608646.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -608653.250000 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -608653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -608660.375000 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -608660.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -608666.562500 Penalty: 4197.936035
	Iteration 37Q: 3 clusters Score -608666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -608667.000000 Penalty: 4197.936035
	Iteration 38Q: 3 clusters Score -608667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -608670.250000 Penalty: 4197.936035
	Iteration 39Q: 3 clusters Score -608670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -608673.750000 Penalty: 4197.936035
	Iteration 40F: 3 clusters Score -608673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -608678.625000 Penalty: 4197.936035
	Iteration 41Q: 3 clusters Score -608678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -608682.500000 Penalty: 4197.936035
	Iteration 42Q: 3 clusters Score -608682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -608686.125000 Penalty: 4197.936035
	Iteration 43Q: 3 clusters Score -608686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -608688.312500 Penalty: 4197.936035
	Iteration 44Q: 3 clusters Score -608688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -608692.500000 Penalty: 4197.936035
	Iteration 45Q: 3 clusters Score -608692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -608692.750000 Penalty: 4197.936035
	Iteration 46Q: 3 clusters Score -608692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -608693.687500 Penalty: 4197.936035
	Iteration 47Q: 3 clusters Score -608693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -608696.687500 Penalty: 4197.936035
	Iteration 48Q: 3 clusters Score -608696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -608699.250000 Penalty: 4197.936035
	Iteration 49Q: 3 clusters Score -608699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -608700.375000 Penalty: 4197.936035
	Iteration 50Q: 3 clusters Score -608700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -608700.375000 Penalty: 4197.936035
	Iteration 51F: 3 clusters Score -608700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -341002.312500 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -341002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -337951.093750 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -337951.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -338527.250000 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -338527.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -338674.281250 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -338674.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -338773.093750 Penalty: 3907.752930
	Iteration 3F: 3 clusters Score -338773.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -338834.062500 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -338834.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -338868.812500 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -338868.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -338892.343750 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -338892.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -338914.781250 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -338914.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -338932.625000 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -338932.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -338942.406250 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -338942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -338947.281250 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -338947.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -338953.750000 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -338953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -338962.843750 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -338962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -338972.187500 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -338972.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -338982.718750 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -338982.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -338995.250000 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -338995.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -339015.218750 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -339015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -339021.937500 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -339021.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -339026.500000 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -339026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -339030.156250 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -339030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -339034.000000 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -339034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -339037.343750 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -339037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -339037.812500 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -339037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -339038.375000 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -339038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -339039.187500 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -339039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -339039.281250 Penalty: 3907.752930
	Iteration 25Q: 3 clusters Score -339039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -339039.281250 Penalty: 3907.752930
	Iteration 26F: 3 clusters Score -339039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Entering Unmasked Estep 
Score: -704430.125000 Penalty: 2134.725830
	Iteration 0F: 2 clusters Score -704430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -699677.812500 Penalty: 4269.451660
	Iteration 0F: 3 clusters Score -699677.8 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -700881.687500 Penalty: 4269.451660
	Iteration 1F: 3 clusters Score -700881.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -701137.187500 Penalty: 4269.451660
	Iteration 2F: 3 clusters Score -701137.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -701305.437500 Penalty: 4269.451660
	Iteration 3F: 3 clusters Score -701305.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -701458.687500 Penalty: 4269.451660
	Iteration 4Q: 3 clusters Score -701458.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -701602.500000 Penalty: 4269.451660
	Iteration 5Q: 3 clusters Score -701602.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -701773.562500 Penalty: 4269.451660
	Iteration 6Q: 3 clusters Score -701773.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -701981.000000 Penalty: 4269.451660
	Iteration 7Q: 3 clusters Score -701981 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -702183.062500 Penalty: 4269.451660
	Iteration 8Q: 3 clusters Score -702183.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -702337.937500 Penalty: 4269.451660
	Iteration 9Q: 3 clusters Score -702337.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -702458.750000 Penalty: 4269.451660
	Iteration 10Q: 3 clusters Score -702458.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -702548.562500 Penalty: 4269.451660
	Iteration 11Q: 3 clusters Score -702548.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -702613.375000 Penalty: 4269.451660
	Iteration 12Q: 3 clusters Score -702613.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -702667.375000 Penalty: 4269.451660
	Iteration 13Q: 3 clusters Score -702667.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -702697.250000 Penalty: 4269.451660
	Iteration 14Q: 3 clusters Score -702697.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -702723.437500 Penalty: 4269.451660
	Iteration 15Q: 3 clusters Score -702723.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -702735.062500 Penalty: 4269.451660
	Iteration 16Q: 3 clusters Score -702735.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -702742.375000 Penalty: 4269.451660
	Iteration 17Q: 3 clusters Score -702742.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -702754.625000 Penalty: 4269.451660
	Iteration 18Q: 3 clusters Score -702754.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -702766.375000 Penalty: 4269.451660
	Iteration 19Q: 3 clusters Score -702766.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -702779.562500 Penalty: 4269.451660
	Iteration 20F: 3 clusters Score -702779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -702793.000000 Penalty: 4269.451660
	Iteration 21Q: 3 clusters Score -702793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -702797.125000 Penalty: 4269.451660
	Iteration 22Q: 3 clusters Score -702797.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -702803.250000 Penalty: 4269.451660
	Iteration 23Q: 3 clusters Score -702803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -702812.562500 Penalty: 4269.451660
	Iteration 24Q: 3 clusters Score -702812.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -702816.875000 Penalty: 4269.451660
	Iteration 25Q: 3 clusters Score -702816.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -702822.625000 Penalty: 4269.451660
	Iteration 26Q: 3 clusters Score -702822.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -702827.687500 Penalty: 4269.451660
	Iteration 27Q: 3 clusters Score -702827.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -702833.187500 Penalty: 4269.451660
	Iteration 28Q: 3 clusters Score -702833.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -702839.812500 Penalty: 4269.451660
	Iteration 29Q: 3 clusters Score -702839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -702842.625000 Penalty: 4269.451660
	Iteration 30Q: 3 clusters Score -702842.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -702847.312500 Penalty: 4269.451660
	Iteration 31Q: 3 clusters Score -702847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -702851.687500 Penalty: 4269.451660
	Iteration 32Q: 3 clusters Score -702851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -702852.937500 Penalty: 4269.451660
	Iteration 33Q: 3 clusters Score -702852.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -702854.312500 Penalty: 4269.451660
	Iteration 34Q: 3 clusters Score -702854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -702856.250000 Penalty: 4269.451660
	Iteration 35Q: 3 clusters Score -702856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -702857.750000 Penalty: 4269.451660
	Iteration 36Q: 3 clusters Score -702857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -702857.625000 Penalty: 4269.451660
	Iteration 37Q: 3 clusters Score -702857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -702856.687500 Penalty: 4269.451660
	Iteration 38Q: 3 clusters Score -702856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -702857.562500 Penalty: 4269.451660
	Iteration 39Q: 3 clusters Score -702857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -702858.375000 Penalty: 4269.451660
	Iteration 40F: 3 clusters Score -702858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -216766.187500 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -216766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -214570.765625 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -214570.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -216599.656250 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -216599.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218574.234375 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -218574.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -219610.515625 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -219610.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -219909.250000 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -219909.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -220184.515625 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -220184.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -220633.390625 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -220633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -220647.031250 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -220647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -220649.359375 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -220649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -220649.359375 Penalty: 3735.915771
	Iteration 9F: 3 clusters Score -220649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 3384 members 
Mstep: Class 43 contains 1349 members 
Entering Unmasked Estep 
Score: -111253440.000000 Penalty: 145996.140625
Splitting cluster 31 changes total score from -111249976.000000 to -111253440.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 32 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -663123.062500 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -663123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -658469.437500 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -658469.4 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -659597.812500 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -659597.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -659877.937500 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -659877.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -660132.000000 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -660132 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -660366.687500 Penalty: 4241.878418
	Iteration 4F: 3 clusters Score -660366.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -660651.312500 Penalty: 4241.878418
	Iteration 5F: 3 clusters Score -660651.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -660972.562500 Penalty: 4241.878418
	Iteration 6F: 3 clusters Score -660972.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -661318.125000 Penalty: 4241.878418
	Iteration 7F: 3 clusters Score -661318.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -661597.000000 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -661597 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -661846.687500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -661846.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -662117.375000 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -662117.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -662409.937500 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -662409.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -662640.250000 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -662640.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -662792.437500 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -662792.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -662867.625000 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -662867.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -662897.125000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -662897.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -662909.312500 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -662909.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -662917.250000 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -662917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -662920.000000 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -662920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -662921.937500 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -662921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -662923.937500 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -662923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -662923.937500 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -662923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -662925.687500 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -662925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -662924.937500 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -662924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -662925.875000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -662925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -662927.062500 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -662927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -662926.625000 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -662926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -662926.625000 Penalty: 4241.878418
	Iteration 27F: 3 clusters Score -662926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Entering Unmasked Estep 
Score: -1315670.875000 Penalty: 2297.466064
	Iteration 0F: 2 clusters Score -1315671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1307693.250000 Penalty: 4594.932129
	Iteration 0F: 3 clusters Score -1307693 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1310595.000000 Penalty: 4594.932129
	Iteration 1F: 3 clusters Score -1310595 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1311592.250000 Penalty: 4594.932129
	Iteration 2F: 3 clusters Score -1311592 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1312526.625000 Penalty: 4594.932129
	Iteration 3F: 3 clusters Score -1312527 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1313441.250000 Penalty: 4594.932129
	Iteration 4F: 3 clusters Score -1313441 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1314317.250000 Penalty: 4594.932129
	Iteration 5F: 3 clusters Score -1314317 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1315022.625000 Penalty: 4594.932129
	Iteration 6F: 3 clusters Score -1315023 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1315546.000000 Penalty: 4594.932129
	Iteration 7Q: 3 clusters Score -1315546 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1316047.125000 Penalty: 4594.932129
	Iteration 8Q: 3 clusters Score -1316047 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1316707.125000 Penalty: 4594.932129
	Iteration 9Q: 3 clusters Score -1316707 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1317410.875000 Penalty: 4594.932129
	Iteration 10Q: 3 clusters Score -1317411 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1318020.375000 Penalty: 4594.932129
	Iteration 11Q: 3 clusters Score -1318020 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1318413.250000 Penalty: 4594.932129
	Iteration 12Q: 3 clusters Score -1318413 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1318650.500000 Penalty: 4594.932129
	Iteration 13Q: 3 clusters Score -1318650 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1318779.875000 Penalty: 4594.932129
	Iteration 14Q: 3 clusters Score -1318780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1318853.125000 Penalty: 4594.932129
	Iteration 15Q: 3 clusters Score -1318853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1318890.875000 Penalty: 4594.932129
	Iteration 16Q: 3 clusters Score -1318891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1318920.125000 Penalty: 4594.932129
	Iteration 17Q: 3 clusters Score -1318920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1318936.125000 Penalty: 4594.932129
	Iteration 18Q: 3 clusters Score -1318936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1318949.125000 Penalty: 4594.932129
	Iteration 19Q: 3 clusters Score -1318949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1318953.250000 Penalty: 4594.932129
	Iteration 20F: 3 clusters Score -1318953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1318958.375000 Penalty: 4594.932129
	Iteration 21Q: 3 clusters Score -1318958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1318959.875000 Penalty: 4594.932129
	Iteration 22Q: 3 clusters Score -1318960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1318960.375000 Penalty: 4594.932129
	Iteration 23Q: 3 clusters Score -1318960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1318962.750000 Penalty: 4594.932129
	Iteration 24Q: 3 clusters Score -1318963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1318968.000000 Penalty: 4594.932129
	Iteration 25Q: 3 clusters Score -1318968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1318967.625000 Penalty: 4594.932129
	Iteration 26Q: 3 clusters Score -1318968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1318970.625000 Penalty: 4594.932129
	Iteration 27Q: 3 clusters Score -1318971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1318975.250000 Penalty: 4594.932129
	Iteration 28Q: 3 clusters Score -1318975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1318978.375000 Penalty: 4594.932129
	Iteration 29Q: 3 clusters Score -1318978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1318981.125000 Penalty: 4594.932129
	Iteration 30Q: 3 clusters Score -1318981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1318985.750000 Penalty: 4594.932129
	Iteration 31Q: 3 clusters Score -1318986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1318984.125000 Penalty: 4594.932129
	Iteration 32Q: 3 clusters Score -1318984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1318994.500000 Penalty: 4594.932129
	Iteration 33Q: 3 clusters Score -1318994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1318995.750000 Penalty: 4594.932129
	Iteration 34Q: 3 clusters Score -1318996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1318996.875000 Penalty: 4594.932129
	Iteration 35Q: 3 clusters Score -1318997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1318995.625000 Penalty: 4594.932129
	Iteration 36Q: 3 clusters Score -1318996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1318996.375000 Penalty: 4594.932129
	Iteration 37Q: 3 clusters Score -1318996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1318996.375000 Penalty: 4594.932129
	Iteration 38F: 3 clusters Score -1318996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 3649 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Mstep: Class 39 contains 28879 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 3384 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 6902 members 
Entering Unmasked Estep 
Score: -111255824.000000 Penalty: 149391.406250
Splitting cluster 33 changes total score from -111249976.000000 to -111255824.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 34 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -318130.281250 Penalty: 1960.091919
	Iteration 0F: 2 clusters Score -318130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -315051.281250 Penalty: 3920.183838
	Iteration 0F: 3 clusters Score -315051.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -315765.406250 Penalty: 3920.183838
	Iteration 1F: 3 clusters Score -315765.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -315991.906250 Penalty: 3920.183838
	Iteration 2F: 3 clusters Score -315991.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -316111.500000 Penalty: 3920.183838
	Iteration 3F: 3 clusters Score -316111.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -316217.781250 Penalty: 3920.183838
	Iteration 4Q: 3 clusters Score -316217.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -316303.781250 Penalty: 3920.183838
	Iteration 5Q: 3 clusters Score -316303.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -316383.656250 Penalty: 3920.183838
	Iteration 6Q: 3 clusters Score -316383.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -316443.593750 Penalty: 3920.183838
	Iteration 7Q: 3 clusters Score -316443.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -316477.093750 Penalty: 3920.183838
	Iteration 8Q: 3 clusters Score -316477.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -316499.906250 Penalty: 3920.183838
	Iteration 9Q: 3 clusters Score -316499.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -316516.875000 Penalty: 3920.183838
	Iteration 10Q: 3 clusters Score -316516.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -316534.281250 Penalty: 3920.183838
	Iteration 11Q: 3 clusters Score -316534.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -316548.281250 Penalty: 3920.183838
	Iteration 12Q: 3 clusters Score -316548.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -316557.531250 Penalty: 3920.183838
	Iteration 13Q: 3 clusters Score -316557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -316564.187500 Penalty: 3920.183838
	Iteration 14Q: 3 clusters Score -316564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -316569.687500 Penalty: 3920.183838
	Iteration 15Q: 3 clusters Score -316569.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -316573.968750 Penalty: 3920.183838
	Iteration 16Q: 3 clusters Score -316574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -316581.343750 Penalty: 3920.183838
	Iteration 17Q: 3 clusters Score -316581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -316587.812500 Penalty: 3920.183838
	Iteration 18Q: 3 clusters Score -316587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -316592.531250 Penalty: 3920.183838
	Iteration 19Q: 3 clusters Score -316592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -316597.406250 Penalty: 3920.183838
	Iteration 20F: 3 clusters Score -316597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -316600.562500 Penalty: 3920.183838
	Iteration 21Q: 3 clusters Score -316600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -316601.187500 Penalty: 3920.183838
	Iteration 22Q: 3 clusters Score -316601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -316601.718750 Penalty: 3920.183838
	Iteration 23Q: 3 clusters Score -316601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -316601.468750 Penalty: 3920.183838
	Iteration 24Q: 3 clusters Score -316601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -316601.468750 Penalty: 3920.183838
	Iteration 25F: 3 clusters Score -316601.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -575284.937500 Penalty: 2098.234375
	Iteration 0F: 2 clusters Score -575284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -570956.062500 Penalty: 4196.468750
	Iteration 0F: 3 clusters Score -570956.1 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -572042.062500 Penalty: 4196.468750
	Iteration 1F: 3 clusters Score -572042.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -572326.812500 Penalty: 4196.468750
	Iteration 2F: 3 clusters Score -572326.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -572576.625000 Penalty: 4196.468750
	Iteration 3F: 3 clusters Score -572576.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -572816.062500 Penalty: 4196.468750
	Iteration 4F: 3 clusters Score -572816.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -573095.312500 Penalty: 4196.468750
	Iteration 5F: 3 clusters Score -573095.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -573346.250000 Penalty: 4196.468750
	Iteration 6F: 3 clusters Score -573346.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -573552.062500 Penalty: 4196.468750
	Iteration 7Q: 3 clusters Score -573552.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -573721.187500 Penalty: 4196.468750
	Iteration 8Q: 3 clusters Score -573721.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -573856.312500 Penalty: 4196.468750
	Iteration 9Q: 3 clusters Score -573856.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -573954.125000 Penalty: 4196.468750
	Iteration 10Q: 3 clusters Score -573954.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -574008.625000 Penalty: 4196.468750
	Iteration 11Q: 3 clusters Score -574008.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -574039.812500 Penalty: 4196.468750
	Iteration 12Q: 3 clusters Score -574039.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -574063.937500 Penalty: 4196.468750
	Iteration 13Q: 3 clusters Score -574063.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -574079.750000 Penalty: 4196.468750
	Iteration 14Q: 3 clusters Score -574079.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -574091.000000 Penalty: 4196.468750
	Iteration 15Q: 3 clusters Score -574091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -574099.625000 Penalty: 4196.468750
	Iteration 16Q: 3 clusters Score -574099.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -574105.125000 Penalty: 4196.468750
	Iteration 17Q: 3 clusters Score -574105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -574113.125000 Penalty: 4196.468750
	Iteration 18Q: 3 clusters Score -574113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -574119.312500 Penalty: 4196.468750
	Iteration 19Q: 3 clusters Score -574119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -574122.312500 Penalty: 4196.468750
	Iteration 20F: 3 clusters Score -574122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -574125.125000 Penalty: 4196.468750
	Iteration 21Q: 3 clusters Score -574125.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -574128.375000 Penalty: 4196.468750
	Iteration 22Q: 3 clusters Score -574128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -574130.500000 Penalty: 4196.468750
	Iteration 23Q: 3 clusters Score -574130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -574134.000000 Penalty: 4196.468750
	Iteration 24Q: 3 clusters Score -574134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -574139.625000 Penalty: 4196.468750
	Iteration 25Q: 3 clusters Score -574139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -574142.187500 Penalty: 4196.468750
	Iteration 26Q: 3 clusters Score -574142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -574143.437500 Penalty: 4196.468750
	Iteration 27Q: 3 clusters Score -574143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -574146.375000 Penalty: 4196.468750
	Iteration 28Q: 3 clusters Score -574146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -574147.312500 Penalty: 4196.468750
	Iteration 29Q: 3 clusters Score -574147.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -574147.875000 Penalty: 4196.468750
	Iteration 30Q: 3 clusters Score -574147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -574150.937500 Penalty: 4196.468750
	Iteration 31Q: 3 clusters Score -574150.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -574156.562500 Penalty: 4196.468750
	Iteration 32Q: 3 clusters Score -574156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -574160.562500 Penalty: 4196.468750
	Iteration 33Q: 3 clusters Score -574160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -574166.125000 Penalty: 4196.468750
	Iteration 34Q: 3 clusters Score -574166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -574171.187500 Penalty: 4196.468750
	Iteration 35Q: 3 clusters Score -574171.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -574177.875000 Penalty: 4196.468750
	Iteration 36Q: 3 clusters Score -574177.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -574187.875000 Penalty: 4196.468750
	Iteration 37Q: 3 clusters Score -574187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -574204.812500 Penalty: 4196.468750
	Iteration 38Q: 3 clusters Score -574204.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -574220.937500 Penalty: 4196.468750
	Iteration 39Q: 3 clusters Score -574220.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -574240.000000 Penalty: 4196.468750
	Iteration 40F: 3 clusters Score -574240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -574260.687500 Penalty: 4196.468750
	Iteration 41Q: 3 clusters Score -574260.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -574279.812500 Penalty: 4196.468750
	Iteration 42Q: 3 clusters Score -574279.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -574299.312500 Penalty: 4196.468750
	Iteration 43Q: 3 clusters Score -574299.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -574316.625000 Penalty: 4196.468750
	Iteration 44Q: 3 clusters Score -574316.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -574326.625000 Penalty: 4196.468750
	Iteration 45Q: 3 clusters Score -574326.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -574336.625000 Penalty: 4196.468750
	Iteration 46Q: 3 clusters Score -574336.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -574346.187500 Penalty: 4196.468750
	Iteration 47Q: 3 clusters Score -574346.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -574356.687500 Penalty: 4196.468750
	Iteration 48Q: 3 clusters Score -574356.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -574370.812500 Penalty: 4196.468750
	Iteration 49Q: 3 clusters Score -574370.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -574384.312500 Penalty: 4196.468750
	Iteration 50Q: 3 clusters Score -574384.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -574393.625000 Penalty: 4196.468750
	Iteration 51Q: 3 clusters Score -574393.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -574405.937500 Penalty: 4196.468750
	Iteration 52Q: 3 clusters Score -574405.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -574416.187500 Penalty: 4196.468750
	Iteration 53Q: 3 clusters Score -574416.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -574428.437500 Penalty: 4196.468750
	Iteration 54Q: 3 clusters Score -574428.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -574442.062500 Penalty: 4196.468750
	Iteration 55Q: 3 clusters Score -574442.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -574451.000000 Penalty: 4196.468750
	Iteration 56Q: 3 clusters Score -574451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -574462.812500 Penalty: 4196.468750
	Iteration 57Q: 3 clusters Score -574462.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -574469.375000 Penalty: 4196.468750
	Iteration 58Q: 3 clusters Score -574469.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -574472.625000 Penalty: 4196.468750
	Iteration 59Q: 3 clusters Score -574472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -574473.875000 Penalty: 4196.468750
	Iteration 60F: 3 clusters Score -574473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -574475.875000 Penalty: 4196.468750
	Iteration 61Q: 3 clusters Score -574475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -574478.187500 Penalty: 4196.468750
	Iteration 62Q: 3 clusters Score -574478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -574480.000000 Penalty: 4196.468750
	Iteration 63Q: 3 clusters Score -574480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574483.687500 Penalty: 4196.468750
	Iteration 64Q: 3 clusters Score -574483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -574486.750000 Penalty: 4196.468750
	Iteration 65Q: 3 clusters Score -574486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -574488.125000 Penalty: 4196.468750
	Iteration 66Q: 3 clusters Score -574488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -574492.187500 Penalty: 4196.468750
	Iteration 67Q: 3 clusters Score -574492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -574494.812500 Penalty: 4196.468750
	Iteration 68Q: 3 clusters Score -574494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -574497.125000 Penalty: 4196.468750
	Iteration 69Q: 3 clusters Score -574497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -574498.937500 Penalty: 4196.468750
	Iteration 70Q: 3 clusters Score -574498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -574498.750000 Penalty: 4196.468750
	Iteration 71Q: 3 clusters Score -574498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -574499.437500 Penalty: 4196.468750
	Iteration 72Q: 3 clusters Score -574499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -574501.437500 Penalty: 4196.468750
	Iteration 73Q: 3 clusters Score -574501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -574501.312500 Penalty: 4196.468750
	Iteration 74Q: 3 clusters Score -574501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -574501.812500 Penalty: 4196.468750
	Iteration 75Q: 3 clusters Score -574501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -574503.750000 Penalty: 4196.468750
	Iteration 76Q: 3 clusters Score -574503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -574505.750000 Penalty: 4196.468750
	Iteration 77Q: 3 clusters Score -574505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -574507.375000 Penalty: 4196.468750
	Iteration 78Q: 3 clusters Score -574507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -574508.937500 Penalty: 4196.468750
	Iteration 79Q: 3 clusters Score -574508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -574513.375000 Penalty: 4196.468750
	Iteration 80F: 3 clusters Score -574513.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -574517.062500 Penalty: 4196.468750
	Iteration 81Q: 3 clusters Score -574517.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -574523.562500 Penalty: 4196.468750
	Iteration 82Q: 3 clusters Score -574523.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -574534.187500 Penalty: 4196.468750
	Iteration 83Q: 3 clusters Score -574534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -574547.812500 Penalty: 4196.468750
	Iteration 84Q: 3 clusters Score -574547.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -574564.375000 Penalty: 4196.468750
	Iteration 85Q: 3 clusters Score -574564.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -574581.875000 Penalty: 4196.468750
	Iteration 86Q: 3 clusters Score -574581.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -574599.312500 Penalty: 4196.468750
	Iteration 87Q: 3 clusters Score -574599.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -574619.875000 Penalty: 4196.468750
	Iteration 88Q: 3 clusters Score -574619.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -574639.250000 Penalty: 4196.468750
	Iteration 89Q: 3 clusters Score -574639.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -574664.062500 Penalty: 4196.468750
	Iteration 90Q: 3 clusters Score -574664.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -574700.937500 Penalty: 4196.468750
	Iteration 91Q: 3 clusters Score -574700.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -574761.500000 Penalty: 4196.468750
	Iteration 92Q: 3 clusters Score -574761.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -574826.312500 Penalty: 4196.468750
	Iteration 93Q: 3 clusters Score -574826.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -574869.937500 Penalty: 4196.468750
	Iteration 94Q: 3 clusters Score -574869.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -574905.000000 Penalty: 4196.468750
	Iteration 95Q: 3 clusters Score -574905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -574920.625000 Penalty: 4196.468750
	Iteration 96Q: 3 clusters Score -574920.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -574934.312500 Penalty: 4196.468750
	Iteration 97Q: 3 clusters Score -574934.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -574943.062500 Penalty: 4196.468750
	Iteration 98Q: 3 clusters Score -574943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -574952.062500 Penalty: 4196.468750
	Iteration 99Q: 3 clusters Score -574952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -574955.875000 Penalty: 4196.468750
	Iteration 100F: 3 clusters Score -574955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -574958.937500 Penalty: 4196.468750
	Iteration 101Q: 3 clusters Score -574958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -574960.562500 Penalty: 4196.468750
	Iteration 102Q: 3 clusters Score -574960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -574962.000000 Penalty: 4196.468750
	Iteration 103Q: 3 clusters Score -574962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -574961.437500 Penalty: 4196.468750
	Iteration 104Q: 3 clusters Score -574961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -574961.250000 Penalty: 4196.468750
	Iteration 105Q: 3 clusters Score -574961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -574961.750000 Penalty: 4196.468750
	Iteration 106Q: 3 clusters Score -574961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -574961.750000 Penalty: 4196.468750
	Iteration 107F: 3 clusters Score -574961.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Entering Unmasked Estep 
Score: -1742110.125000 Penalty: 2372.155518
	Iteration 0F: 2 clusters Score -1742110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1731871.875000 Penalty: 4744.311035
	Iteration 0F: 3 clusters Score -1731872 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1735272.125000 Penalty: 4744.311035
	Iteration 1F: 3 clusters Score -1735272 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1735926.625000 Penalty: 4744.311035
	Iteration 2F: 3 clusters Score -1735927 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1736681.750000 Penalty: 4744.311035
	Iteration 3F: 3 clusters Score -1736682 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1737506.125000 Penalty: 4744.311035
	Iteration 4F: 3 clusters Score -1737506 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1738276.500000 Penalty: 4744.311035
	Iteration 5F: 3 clusters Score -1738276 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1738867.375000 Penalty: 4744.311035
	Iteration 6F: 3 clusters Score -1738867 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1739252.625000 Penalty: 4744.311035
	Iteration 7Q: 3 clusters Score -1739253 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1739501.500000 Penalty: 4744.311035
	Iteration 8Q: 3 clusters Score -1739502 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1739683.125000 Penalty: 4744.311035
	Iteration 9Q: 3 clusters Score -1739683 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1739814.875000 Penalty: 4744.311035
	Iteration 10Q: 3 clusters Score -1739815 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1739908.875000 Penalty: 4744.311035
	Iteration 11Q: 3 clusters Score -1739909 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1740010.500000 Penalty: 4744.311035
	Iteration 12Q: 3 clusters Score -1740010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1740122.250000 Penalty: 4744.311035
	Iteration 13Q: 3 clusters Score -1740122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1740216.000000 Penalty: 4744.311035
	Iteration 14Q: 3 clusters Score -1740216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1740288.875000 Penalty: 4744.311035
	Iteration 15Q: 3 clusters Score -1740289 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1740355.500000 Penalty: 4744.311035
	Iteration 16Q: 3 clusters Score -1740356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1740413.250000 Penalty: 4744.311035
	Iteration 17Q: 3 clusters Score -1740413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1740456.500000 Penalty: 4744.311035
	Iteration 18Q: 3 clusters Score -1740456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1740494.500000 Penalty: 4744.311035
	Iteration 19Q: 3 clusters Score -1740494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1740514.750000 Penalty: 4744.311035
	Iteration 20F: 3 clusters Score -1740515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1740545.000000 Penalty: 4744.311035
	Iteration 21Q: 3 clusters Score -1740545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1740564.625000 Penalty: 4744.311035
	Iteration 22Q: 3 clusters Score -1740565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1740580.000000 Penalty: 4744.311035
	Iteration 23Q: 3 clusters Score -1740580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1740596.625000 Penalty: 4744.311035
	Iteration 24Q: 3 clusters Score -1740597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1740605.375000 Penalty: 4744.311035
	Iteration 25Q: 3 clusters Score -1740605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1740619.625000 Penalty: 4744.311035
	Iteration 26Q: 3 clusters Score -1740620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1740630.625000 Penalty: 4744.311035
	Iteration 27Q: 3 clusters Score -1740631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1740637.875000 Penalty: 4744.311035
	Iteration 28Q: 3 clusters Score -1740638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1740640.750000 Penalty: 4744.311035
	Iteration 29Q: 3 clusters Score -1740641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1740643.000000 Penalty: 4744.311035
	Iteration 30Q: 3 clusters Score -1740643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1740648.125000 Penalty: 4744.311035
	Iteration 31Q: 3 clusters Score -1740648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1740648.375000 Penalty: 4744.311035
	Iteration 32Q: 3 clusters Score -1740648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1740651.125000 Penalty: 4744.311035
	Iteration 33Q: 3 clusters Score -1740651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1740651.375000 Penalty: 4744.311035
	Iteration 34Q: 3 clusters Score -1740651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1740653.250000 Penalty: 4744.311035
	Iteration 35Q: 3 clusters Score -1740653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1740658.625000 Penalty: 4744.311035
	Iteration 36Q: 3 clusters Score -1740659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1740657.500000 Penalty: 4744.311035
	Iteration 37Q: 3 clusters Score -1740658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1740655.875000 Penalty: 4744.311035
	Iteration 38Q: 3 clusters Score -1740656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1740658.375000 Penalty: 4744.311035
	Iteration 39Q: 3 clusters Score -1740658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1740661.875000 Penalty: 4744.311035
	Iteration 40F: 3 clusters Score -1740662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1740662.000000 Penalty: 4744.311035
	Iteration 41Q: 3 clusters Score -1740662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1740662.875000 Penalty: 4744.311035
	Iteration 42Q: 3 clusters Score -1740663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1740662.875000 Penalty: 4744.311035
	Iteration 43F: 3 clusters Score -1740663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -781851.187500 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -781851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -776647.125000 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -776647.1 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -777939.000000 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -777939 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -778112.500000 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -778112.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -778229.500000 Penalty: 4318.419434
	Iteration 3Q: 3 clusters Score -778229.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -778308.375000 Penalty: 4318.419434
	Iteration 4Q: 3 clusters Score -778308.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -778370.812500 Penalty: 4318.419434
	Iteration 5Q: 3 clusters Score -778370.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -778419.812500 Penalty: 4318.419434
	Iteration 6Q: 3 clusters Score -778419.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -778467.875000 Penalty: 4318.419434
	Iteration 7Q: 3 clusters Score -778467.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -778522.875000 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -778522.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -778576.750000 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -778576.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -778638.500000 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -778638.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -778717.812500 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -778717.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -778826.000000 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -778826 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -778955.000000 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -778955 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -779081.000000 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -779081 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -779207.125000 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -779207.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -779329.000000 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -779329 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -779432.187500 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -779432.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -779523.000000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -779523 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -779601.437500 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -779601.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -779671.937500 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -779671.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -779730.812500 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -779730.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -779786.125000 Penalty: 4318.419434
	Iteration 22Q: 3 clusters Score -779786.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -779840.125000 Penalty: 4318.419434
	Iteration 23Q: 3 clusters Score -779840.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -779894.312500 Penalty: 4318.419434
	Iteration 24Q: 3 clusters Score -779894.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -779940.312500 Penalty: 4318.419434
	Iteration 25Q: 3 clusters Score -779940.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -779967.250000 Penalty: 4318.419434
	Iteration 26Q: 3 clusters Score -779967.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -779993.312500 Penalty: 4318.419434
	Iteration 27Q: 3 clusters Score -779993.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -780013.062500 Penalty: 4318.419434
	Iteration 28Q: 3 clusters Score -780013.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -780035.687500 Penalty: 4318.419434
	Iteration 29Q: 3 clusters Score -780035.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -780048.812500 Penalty: 4318.419434
	Iteration 30Q: 3 clusters Score -780048.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -780062.375000 Penalty: 4318.419434
	Iteration 31Q: 3 clusters Score -780062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -780078.562500 Penalty: 4318.419434
	Iteration 32Q: 3 clusters Score -780078.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -780093.500000 Penalty: 4318.419434
	Iteration 33Q: 3 clusters Score -780093.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -780100.187500 Penalty: 4318.419434
	Iteration 34Q: 3 clusters Score -780100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -780105.687500 Penalty: 4318.419434
	Iteration 35Q: 3 clusters Score -780105.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -780114.500000 Penalty: 4318.419434
	Iteration 36Q: 3 clusters Score -780114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -780118.875000 Penalty: 4318.419434
	Iteration 37Q: 3 clusters Score -780118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -780121.250000 Penalty: 4318.419434
	Iteration 38Q: 3 clusters Score -780121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -780122.437500 Penalty: 4318.419434
	Iteration 39Q: 3 clusters Score -780122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -780123.750000 Penalty: 4318.419434
	Iteration 40F: 3 clusters Score -780123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -780125.312500 Penalty: 4318.419434
	Iteration 41Q: 3 clusters Score -780125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780132.250000 Penalty: 4318.419434
	Iteration 42Q: 3 clusters Score -780132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780132.500000 Penalty: 4318.419434
	Iteration 43Q: 3 clusters Score -780132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780132.937500 Penalty: 4318.419434
	Iteration 44Q: 3 clusters Score -780132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780132.937500 Penalty: 4318.419434
	Iteration 45F: 3 clusters Score -780132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Entering Unmasked Estep 
Score: -1112410.875000 Penalty: 2242.601807
	Iteration 0F: 2 clusters Score -1112411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1105676.750000 Penalty: 4485.203613
	Iteration 0F: 3 clusters Score -1105677 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1107533.500000 Penalty: 4485.203613
	Iteration 1F: 3 clusters Score -1107534 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1107813.375000 Penalty: 4485.203613
	Iteration 2F: 3 clusters Score -1107813 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1108012.750000 Penalty: 4485.203613
	Iteration 3F: 3 clusters Score -1108013 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1108154.000000 Penalty: 4485.203613
	Iteration 4Q: 3 clusters Score -1108154 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1108259.125000 Penalty: 4485.203613
	Iteration 5Q: 3 clusters Score -1108259 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1108331.125000 Penalty: 4485.203613
	Iteration 6Q: 3 clusters Score -1108331 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1108388.625000 Penalty: 4485.203613
	Iteration 7Q: 3 clusters Score -1108389 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1108440.625000 Penalty: 4485.203613
	Iteration 8Q: 3 clusters Score -1108441 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1108492.625000 Penalty: 4485.203613
	Iteration 9Q: 3 clusters Score -1108493 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1108543.125000 Penalty: 4485.203613
	Iteration 10Q: 3 clusters Score -1108543 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1108604.500000 Penalty: 4485.203613
	Iteration 11Q: 3 clusters Score -1108604 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1108686.625000 Penalty: 4485.203613
	Iteration 12Q: 3 clusters Score -1108687 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1108767.875000 Penalty: 4485.203613
	Iteration 13Q: 3 clusters Score -1108768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1108857.125000 Penalty: 4485.203613
	Iteration 14Q: 3 clusters Score -1108857 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1108947.500000 Penalty: 4485.203613
	Iteration 15Q: 3 clusters Score -1108948 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1109062.000000 Penalty: 4485.203613
	Iteration 16Q: 3 clusters Score -1109062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1109179.500000 Penalty: 4485.203613
	Iteration 17Q: 3 clusters Score -1109180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1109303.375000 Penalty: 4485.203613
	Iteration 18Q: 3 clusters Score -1109303 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1109432.750000 Penalty: 4485.203613
	Iteration 19Q: 3 clusters Score -1109433 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1109567.875000 Penalty: 4485.203613
	Iteration 20F: 3 clusters Score -1109568 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1109684.375000 Penalty: 4485.203613
	Iteration 21Q: 3 clusters Score -1109684 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1109801.625000 Penalty: 4485.203613
	Iteration 22Q: 3 clusters Score -1109802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1109904.875000 Penalty: 4485.203613
	Iteration 23Q: 3 clusters Score -1109905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1110008.000000 Penalty: 4485.203613
	Iteration 24Q: 3 clusters Score -1110008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1110094.250000 Penalty: 4485.203613
	Iteration 25Q: 3 clusters Score -1110094 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1110169.125000 Penalty: 4485.203613
	Iteration 26Q: 3 clusters Score -1110169 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1110258.250000 Penalty: 4485.203613
	Iteration 27Q: 3 clusters Score -1110258 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1110337.375000 Penalty: 4485.203613
	Iteration 28Q: 3 clusters Score -1110337 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1110409.750000 Penalty: 4485.203613
	Iteration 29Q: 3 clusters Score -1110410 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1110462.875000 Penalty: 4485.203613
	Iteration 30Q: 3 clusters Score -1110463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1110499.500000 Penalty: 4485.203613
	Iteration 31Q: 3 clusters Score -1110500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1110533.125000 Penalty: 4485.203613
	Iteration 32Q: 3 clusters Score -1110533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1110591.625000 Penalty: 4485.203613
	Iteration 33Q: 3 clusters Score -1110592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1110633.000000 Penalty: 4485.203613
	Iteration 34Q: 3 clusters Score -1110633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1110675.375000 Penalty: 4485.203613
	Iteration 35Q: 3 clusters Score -1110675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1110706.375000 Penalty: 4485.203613
	Iteration 36Q: 3 clusters Score -1110706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1110736.750000 Penalty: 4485.203613
	Iteration 37Q: 3 clusters Score -1110737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1110760.125000 Penalty: 4485.203613
	Iteration 38Q: 3 clusters Score -1110760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1110775.375000 Penalty: 4485.203613
	Iteration 39Q: 3 clusters Score -1110775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1110790.625000 Penalty: 4485.203613
	Iteration 40F: 3 clusters Score -1110791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1110803.000000 Penalty: 4485.203613
	Iteration 41Q: 3 clusters Score -1110803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1110809.875000 Penalty: 4485.203613
	Iteration 42Q: 3 clusters Score -1110810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1110814.250000 Penalty: 4485.203613
	Iteration 43Q: 3 clusters Score -1110814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1110817.375000 Penalty: 4485.203613
	Iteration 44Q: 3 clusters Score -1110817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1110814.875000 Penalty: 4485.203613
	Iteration 45Q: 3 clusters Score -1110815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1110815.250000 Penalty: 4485.203613
	Iteration 46Q: 3 clusters Score -1110815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1110819.750000 Penalty: 4485.203613
	Iteration 47Q: 3 clusters Score -1110820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1110821.500000 Penalty: 4485.203613
	Iteration 48Q: 3 clusters Score -1110822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1110823.500000 Penalty: 4485.203613
	Iteration 49Q: 3 clusters Score -1110824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1110825.250000 Penalty: 4485.203613
	Iteration 50Q: 3 clusters Score -1110825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1110825.375000 Penalty: 4485.203613
	Iteration 51Q: 3 clusters Score -1110825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1110829.750000 Penalty: 4485.203613
	Iteration 52Q: 3 clusters Score -1110830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1110828.125000 Penalty: 4485.203613
	Iteration 53Q: 3 clusters Score -1110828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1110831.875000 Penalty: 4485.203613
	Iteration 54Q: 3 clusters Score -1110832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1110833.875000 Penalty: 4485.203613
	Iteration 55Q: 3 clusters Score -1110834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1110838.125000 Penalty: 4485.203613
	Iteration 56Q: 3 clusters Score -1110838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1110839.000000 Penalty: 4485.203613
	Iteration 57Q: 3 clusters Score -1110839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1110840.000000 Penalty: 4485.203613
	Iteration 58Q: 3 clusters Score -1110840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1110843.625000 Penalty: 4485.203613
	Iteration 59Q: 3 clusters Score -1110844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1110844.125000 Penalty: 4485.203613
	Iteration 60F: 3 clusters Score -1110844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1110844.500000 Penalty: 4485.203613
	Iteration 61Q: 3 clusters Score -1110844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1110844.500000 Penalty: 4485.203613
	Iteration 62F: 3 clusters Score -1110844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 66471 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 81757 members 
Mstep: Class 17 contains 12593 members 
Mstep: Class 18 contains 123734 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 21234 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 95777 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 5474 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 3649 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 14259 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111258688.000000 Penalty: 149391.406250
Iteration 79Q: 45 clusters Score -1.112587e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 160334 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 65428 members 
Mstep: Class 5 contains 48931 members 
Mstep: Class 6 contains 10112 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 11326 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 8786 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 82345 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 123774 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 53132 members 
Mstep: Class 21 contains 21261 members 
Mstep: Class 22 contains 15640 members 
Mstep: Class 23 contains 4417 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 15352 members 
Mstep: Class 26 contains 95793 members 
Mstep: Class 27 contains 2864 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 2683 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 546 members 
Mstep: Class 32 contains 5251 members 
Mstep: Class 33 contains 3642 members 
Mstep: Class 34 contains 2708 members 
Mstep: Class 35 contains 4748 members 
Mstep: Class 36 contains 14271 members 
Mstep: Class 37 contains 6058 members 
Mstep: Class 38 contains 8460 members 
Mstep: Class 39 contains 27777 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 3205 members 
Mstep: Class 43 contains 1340 members 
Mstep: Class 44 contains 6782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111261496.000000 Penalty: 149391.406250
Iteration 80F: 45 clusters Score -1.112615e+08 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 160199 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 64576 members 
Mstep: Class 5 contains 48715 members 
Mstep: Class 6 contains 10097 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 11300 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 8788 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 82392 members 
Mstep: Class 17 contains 12465 members 
Mstep: Class 18 contains 122960 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 53130 members 
Mstep: Class 21 contains 21290 members 
Mstep: Class 22 contains 15683 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 8552 members 
Mstep: Class 25 contains 15230 members 
Mstep: Class 26 contains 95352 members 
Mstep: Class 27 contains 2838 members 
Mstep: Class 28 contains 4728 members 
Mstep: Class 29 contains 2714 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 4734 members 
Mstep: Class 36 contains 14195 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 8461 members 
Mstep: Class 39 contains 30142 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 3224 members 
Mstep: Class 43 contains 1374 members 
Mstep: Class 44 contains 6865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111262640.000000 Penalty: 149391.406250
Iteration 81Q: 45 clusters Score -1.112626e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 160135 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 4 contains 63847 members 
Mstep: Class 5 contains 48533 members 
Mstep: Class 6 contains 10083 members 
Mstep: Class 7 contains 12127 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11291 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 14 contains 8799 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 82380 members 
Mstep: Class 17 contains 12406 members 
Mstep: Class 18 contains 122317 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 53130 members 
Mstep: Class 21 contains 21313 members 
Mstep: Class 22 contains 15730 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 8511 members 
Mstep: Class 25 contains 15155 members 
Mstep: Class 26 contains 95033 members 
Mstep: Class 27 contains 2865 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 2748 members 
Mstep: Class 30 contains 5438 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 5096 members 
Mstep: Class 33 contains 3617 members 
Mstep: Class 34 contains 2700 members 
Mstep: Class 35 contains 4724 members 
Mstep: Class 36 contains 14156 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 8464 members 
Mstep: Class 39 contains 31856 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3232 members 
Mstep: Class 43 contains 1374 members 
Mstep: Class 44 contains 6905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263632.000000 Penalty: 149391.406250
Iteration 82Q: 45 clusters Score -1.112636e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 160118 members 
Mstep: Class 3 contains 6397 members 
Mstep: Class 4 contains 63259 members 
Mstep: Class 5 contains 48410 members 
Mstep: Class 6 contains 10075 members 
Mstep: Class 7 contains 12712 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11286 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 82373 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 121795 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 53133 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 22 contains 15780 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 8473 members 
Mstep: Class 25 contains 15074 members 
Mstep: Class 26 contains 94753 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 2779 members 
Mstep: Class 30 contains 5428 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 5077 members 
Mstep: Class 33 contains 3612 members 
Mstep: Class 34 contains 2680 members 
Mstep: Class 35 contains 4707 members 
Mstep: Class 36 contains 14144 members 
Mstep: Class 37 contains 5977 members 
Mstep: Class 38 contains 8473 members 
Mstep: Class 39 contains 33151 members 
Mstep: Class 40 contains 595 members 
Mstep: Class 41 contains 450 members 
Mstep: Class 42 contains 3234 members 
Mstep: Class 43 contains 1373 members 
Mstep: Class 44 contains 6918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111263944.000000 Penalty: 149391.406250
Iteration 83Q: 45 clusters Score -1.112639e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 160144 members 
Mstep: Class 3 contains 6349 members 
Mstep: Class 4 contains 62741 members 
Mstep: Class 5 contains 48329 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11281 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 121358 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 53125 members 
Mstep: Class 21 contains 21331 members 
Mstep: Class 22 contains 15815 members 
Mstep: Class 23 contains 4272 members 
Mstep: Class 24 contains 8464 members 
Mstep: Class 25 contains 15004 members 
Mstep: Class 26 contains 94528 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 4717 members 
Mstep: Class 29 contains 2800 members 
Mstep: Class 30 contains 5416 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 5068 members 
Mstep: Class 33 contains 3616 members 
Mstep: Class 34 contains 2675 members 
Mstep: Class 35 contains 4713 members 
Mstep: Class 36 contains 14144 members 
Mstep: Class 37 contains 5975 members 
Mstep: Class 38 contains 8484 members 
Mstep: Class 39 contains 34118 members 
Mstep: Class 40 contains 595 members 
Mstep: Class 41 contains 460 members 
Mstep: Class 42 contains 3229 members 
Mstep: Class 43 contains 1376 members 
Mstep: Class 44 contains 6917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264480.000000 Penalty: 149391.406250
Iteration 84Q: 45 clusters Score -1.112645e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 160200 members 
Mstep: Class 3 contains 6312 members 
Mstep: Class 4 contains 62256 members 
Mstep: Class 5 contains 48260 members 
Mstep: Class 6 contains 10053 members 
Mstep: Class 7 contains 13770 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11277 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 82322 members 
Mstep: Class 17 contains 12291 members 
Mstep: Class 18 contains 120982 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 53123 members 
Mstep: Class 21 contains 21335 members 
Mstep: Class 22 contains 15856 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 8447 members 
Mstep: Class 25 contains 14935 members 
Mstep: Class 26 contains 94358 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 4714 members 
Mstep: Class 29 contains 2824 members 
Mstep: Class 30 contains 5404 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 5070 members 
Mstep: Class 33 contains 3616 members 
Mstep: Class 34 contains 2665 members 
Mstep: Class 35 contains 4707 members 
Mstep: Class 36 contains 14141 members 
Mstep: Class 37 contains 5968 members 
Mstep: Class 38 contains 8509 members 
Mstep: Class 39 contains 34862 members 
Mstep: Class 40 contains 596 members 
Mstep: Class 41 contains 474 members 
Mstep: Class 42 contains 3223 members 
Mstep: Class 43 contains 1377 members 
Mstep: Class 44 contains 6913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264256.000000 Penalty: 149391.406250
Iteration 85Q: 45 clusters Score -1.112643e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 160265 members 
Mstep: Class 3 contains 6277 members 
Mstep: Class 4 contains 61849 members 
Mstep: Class 5 contains 48221 members 
Mstep: Class 6 contains 10045 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11274 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 82299 members 
Mstep: Class 17 contains 12265 members 
Mstep: Class 18 contains 120682 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 53114 members 
Mstep: Class 21 contains 21333 members 
Mstep: Class 22 contains 15884 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 8437 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 94231 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 4712 members 
Mstep: Class 29 contains 2842 members 
Mstep: Class 30 contains 5392 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 5067 members 
Mstep: Class 33 contains 3618 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4718 members 
Mstep: Class 36 contains 14138 members 
Mstep: Class 37 contains 5967 members 
Mstep: Class 38 contains 8529 members 
Mstep: Class 39 contains 35416 members 
Mstep: Class 40 contains 596 members 
Mstep: Class 41 contains 488 members 
Mstep: Class 42 contains 3221 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264624.000000 Penalty: 149391.406250
Iteration 86Q: 45 clusters Score -1.112646e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 160322 members 
Mstep: Class 3 contains 6239 members 
Mstep: Class 4 contains 61492 members 
Mstep: Class 5 contains 48190 members 
Mstep: Class 6 contains 10039 members 
Mstep: Class 7 contains 14572 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11267 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 82295 members 
Mstep: Class 17 contains 12237 members 
Mstep: Class 18 contains 120412 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 53105 members 
Mstep: Class 21 contains 21331 members 
Mstep: Class 22 contains 15922 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 14826 members 
Mstep: Class 26 contains 94137 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 4710 members 
Mstep: Class 29 contains 2862 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 5066 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 2646 members 
Mstep: Class 35 contains 4718 members 
Mstep: Class 36 contains 14134 members 
Mstep: Class 37 contains 5966 members 
Mstep: Class 38 contains 8541 members 
Mstep: Class 39 contains 35855 members 
Mstep: Class 40 contains 596 members 
Mstep: Class 41 contains 503 members 
Mstep: Class 42 contains 3224 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264832.000000 Penalty: 149391.406250
Iteration 87Q: 45 clusters Score -1.112648e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 160378 members 
Mstep: Class 3 contains 6215 members 
Mstep: Class 4 contains 61199 members 
Mstep: Class 5 contains 48172 members 
Mstep: Class 6 contains 10034 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 5804 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 1652 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 82285 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 120183 members 
Mstep: Class 19 contains 2225 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 21332 members 
Mstep: Class 22 contains 15956 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 14779 members 
Mstep: Class 26 contains 94053 members 
Mstep: Class 27 contains 3515 members 
Mstep: Class 28 contains 4707 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 5377 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 5069 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 2632 members 
Mstep: Class 35 contains 4709 members 
Mstep: Class 36 contains 14133 members 
Mstep: Class 37 contains 5964 members 
Mstep: Class 38 contains 8557 members 
Mstep: Class 39 contains 36189 members 
Mstep: Class 40 contains 597 members 
Mstep: Class 41 contains 521 members 
Mstep: Class 42 contains 3222 members 
Mstep: Class 43 contains 1380 members 
Mstep: Class 44 contains 6909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265320.000000 Penalty: 149391.406250
Iteration 88Q: 45 clusters Score -1.112653e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 160425 members 
Mstep: Class 3 contains 6217 members 
Mstep: Class 4 contains 60924 members 
Mstep: Class 5 contains 48151 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 15148 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11263 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 82267 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 119973 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 53093 members 
Mstep: Class 21 contains 21331 members 
Mstep: Class 22 contains 15983 members 
Mstep: Class 23 contains 4210 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 14729 members 
Mstep: Class 26 contains 93977 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 4709 members 
Mstep: Class 29 contains 2882 members 
Mstep: Class 30 contains 5363 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 5069 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 4708 members 
Mstep: Class 36 contains 14132 members 
Mstep: Class 37 contains 5970 members 
Mstep: Class 38 contains 8574 members 
Mstep: Class 39 contains 36492 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 534 members 
Mstep: Class 42 contains 3220 members 
Mstep: Class 43 contains 1380 members 
Mstep: Class 44 contains 6906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111265736.000000 Penalty: 149391.406250
Iteration 89Q: 45 clusters Score -1.112657e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 160473 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 60707 members 
Mstep: Class 5 contains 48126 members 
Mstep: Class 6 contains 10020 members 
Mstep: Class 7 contains 15367 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 82250 members 
Mstep: Class 17 contains 12161 members 
Mstep: Class 18 contains 119817 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 53094 members 
Mstep: Class 21 contains 21333 members 
Mstep: Class 22 contains 16004 members 
Mstep: Class 23 contains 4208 members 
Mstep: Class 24 contains 8419 members 
Mstep: Class 25 contains 14685 members 
Mstep: Class 26 contains 93911 members 
Mstep: Class 27 contains 3732 members 
Mstep: Class 28 contains 4708 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 5351 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5075 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 2610 members 
Mstep: Class 35 contains 4703 members 
Mstep: Class 36 contains 14130 members 
Mstep: Class 37 contains 5971 members 
Mstep: Class 38 contains 8584 members 
Mstep: Class 39 contains 36719 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 3224 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266272.000000 Penalty: 149391.406250
Iteration 90Q: 45 clusters Score -1.112663e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 160507 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 60513 members 
Mstep: Class 5 contains 48107 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 8823 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 82240 members 
Mstep: Class 17 contains 12142 members 
Mstep: Class 18 contains 119684 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 53086 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 16019 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 8415 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 93871 members 
Mstep: Class 27 contains 3840 members 
Mstep: Class 28 contains 4707 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 5345 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5078 members 
Mstep: Class 33 contains 3624 members 
Mstep: Class 34 contains 2597 members 
Mstep: Class 35 contains 4698 members 
Mstep: Class 36 contains 14129 members 
Mstep: Class 37 contains 5962 members 
Mstep: Class 38 contains 8595 members 
Mstep: Class 39 contains 36897 members 
Mstep: Class 40 contains 597 members 
Mstep: Class 41 contains 551 members 
Mstep: Class 42 contains 3227 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266088.000000 Penalty: 149391.406250
Iteration 91Q: 45 clusters Score -1.112661e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 160555 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 60354 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 15718 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 82234 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 119570 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 53086 members 
Mstep: Class 21 contains 21339 members 
Mstep: Class 22 contains 16035 members 
Mstep: Class 23 contains 4201 members 
Mstep: Class 24 contains 8410 members 
Mstep: Class 25 contains 14609 members 
Mstep: Class 26 contains 93845 members 
Mstep: Class 27 contains 3938 members 
Mstep: Class 28 contains 4706 members 
Mstep: Class 29 contains 2917 members 
Mstep: Class 30 contains 5335 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2592 members 
Mstep: Class 35 contains 4695 members 
Mstep: Class 36 contains 14128 members 
Mstep: Class 37 contains 5959 members 
Mstep: Class 38 contains 8601 members 
Mstep: Class 39 contains 37048 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 555 members 
Mstep: Class 42 contains 3228 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266328.000000 Penalty: 149391.406250
Iteration 92Q: 45 clusters Score -1.112663e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 160575 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 60206 members 
Mstep: Class 5 contains 48062 members 
Mstep: Class 6 contains 10020 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 5724 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 82228 members 
Mstep: Class 17 contains 12114 members 
Mstep: Class 18 contains 119467 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 53092 members 
Mstep: Class 21 contains 21337 members 
Mstep: Class 22 contains 16059 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 8404 members 
Mstep: Class 25 contains 14574 members 
Mstep: Class 26 contains 93832 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 5332 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5081 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 4690 members 
Mstep: Class 36 contains 14128 members 
Mstep: Class 37 contains 5961 members 
Mstep: Class 38 contains 8602 members 
Mstep: Class 39 contains 37169 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 3228 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266480.000000 Penalty: 149391.406250
Iteration 93Q: 45 clusters Score -1.112665e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 160609 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 60088 members 
Mstep: Class 5 contains 48049 members 
Mstep: Class 6 contains 10016 members 
Mstep: Class 7 contains 15965 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11254 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 8823 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 82217 members 
Mstep: Class 17 contains 12099 members 
Mstep: Class 18 contains 119378 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 53089 members 
Mstep: Class 21 contains 21336 members 
Mstep: Class 22 contains 16089 members 
Mstep: Class 23 contains 4199 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 14532 members 
Mstep: Class 26 contains 93818 members 
Mstep: Class 27 contains 4096 members 
Mstep: Class 28 contains 4702 members 
Mstep: Class 29 contains 2942 members 
Mstep: Class 30 contains 5327 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 4685 members 
Mstep: Class 36 contains 14126 members 
Mstep: Class 37 contains 5970 members 
Mstep: Class 38 contains 8612 members 
Mstep: Class 39 contains 37274 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 578 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266448.000000 Penalty: 149391.406250
Iteration 94Q: 45 clusters Score -1.112664e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 160640 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 59987 members 
Mstep: Class 5 contains 48031 members 
Mstep: Class 6 contains 10015 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 8827 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 82208 members 
Mstep: Class 17 contains 12089 members 
Mstep: Class 18 contains 119294 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 53086 members 
Mstep: Class 21 contains 21332 members 
Mstep: Class 22 contains 16118 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 8400 members 
Mstep: Class 25 contains 14491 members 
Mstep: Class 26 contains 93793 members 
Mstep: Class 27 contains 4195 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 5318 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2575 members 
Mstep: Class 35 contains 4679 members 
Mstep: Class 36 contains 14123 members 
Mstep: Class 37 contains 5977 members 
Mstep: Class 38 contains 8619 members 
Mstep: Class 39 contains 37377 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 590 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266640.000000 Penalty: 149391.406250
Iteration 95Q: 45 clusters Score -1.112666e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 160675 members 
Mstep: Class 3 contains 6185 members 
Mstep: Class 4 contains 59889 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 10012 members 
Mstep: Class 7 contains 16128 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1694 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 82201 members 
Mstep: Class 17 contains 12081 members 
Mstep: Class 18 contains 119214 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 53081 members 
Mstep: Class 21 contains 21326 members 
Mstep: Class 22 contains 16142 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 8399 members 
Mstep: Class 25 contains 14460 members 
Mstep: Class 26 contains 93771 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 2960 members 
Mstep: Class 30 contains 5317 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 4675 members 
Mstep: Class 36 contains 14121 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 8622 members 
Mstep: Class 39 contains 37442 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 606 members 
Mstep: Class 42 contains 3224 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266728.000000 Penalty: 149391.406250
Iteration 96Q: 45 clusters Score -1.112667e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 160698 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 59817 members 
Mstep: Class 5 contains 48002 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 16191 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 8829 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 82192 members 
Mstep: Class 17 contains 12077 members 
Mstep: Class 18 contains 119142 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53077 members 
Mstep: Class 21 contains 21324 members 
Mstep: Class 22 contains 16159 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 8394 members 
Mstep: Class 25 contains 14436 members 
Mstep: Class 26 contains 93754 members 
Mstep: Class 27 contains 4393 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 2968 members 
Mstep: Class 30 contains 5310 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2554 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 14119 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 8622 members 
Mstep: Class 39 contains 37524 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 3225 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266816.000000 Penalty: 149391.406250
Iteration 97Q: 45 clusters Score -1.112668e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 160712 members 
Mstep: Class 3 contains 6179 members 
Mstep: Class 4 contains 59755 members 
Mstep: Class 5 contains 47987 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 5636 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 8829 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 82189 members 
Mstep: Class 17 contains 12072 members 
Mstep: Class 18 contains 119081 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53081 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 22 contains 16173 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 8391 members 
Mstep: Class 25 contains 14409 members 
Mstep: Class 26 contains 93741 members 
Mstep: Class 27 contains 4491 members 
Mstep: Class 28 contains 4697 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 5306 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2552 members 
Mstep: Class 35 contains 4671 members 
Mstep: Class 36 contains 14119 members 
Mstep: Class 37 contains 5998 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 37583 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 3225 members 
Mstep: Class 43 contains 1377 members 
Mstep: Class 44 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266968.000000 Penalty: 149391.406250
Iteration 98Q: 45 clusters Score -1.11267e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 160725 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 59713 members 
Mstep: Class 5 contains 47975 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 16286 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5621 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 82182 members 
Mstep: Class 17 contains 12082 members 
Mstep: Class 18 contains 119013 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53081 members 
Mstep: Class 21 contains 21322 members 
Mstep: Class 22 contains 16184 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 8388 members 
Mstep: Class 25 contains 14386 members 
Mstep: Class 26 contains 93731 members 
Mstep: Class 27 contains 4572 members 
Mstep: Class 28 contains 4693 members 
Mstep: Class 29 contains 2971 members 
Mstep: Class 30 contains 5299 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 4668 members 
Mstep: Class 36 contains 14119 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 37659 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 3225 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266936.000000 Penalty: 149391.406250
Iteration 99Q: 45 clusters Score -1.112669e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 160731 members 
Mstep: Class 3 contains 6156 members 
Mstep: Class 4 contains 59674 members 
Mstep: Class 5 contains 47962 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 16324 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 8826 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 82178 members 
Mstep: Class 17 contains 12069 members 
Mstep: Class 18 contains 118947 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53081 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 22 contains 16193 members 
Mstep: Class 23 contains 4214 members 
Mstep: Class 24 contains 8388 members 
Mstep: Class 25 contains 14368 members 
Mstep: Class 26 contains 93743 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 5297 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2553 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 14119 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 8630 members 
Mstep: Class 39 contains 37718 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 615 members 
Mstep: Class 42 contains 3225 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267000.000000 Penalty: 149391.406250
Iteration 100F: 45 clusters Score -1.11267e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 160745 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 59638 members 
Mstep: Class 5 contains 47955 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 16356 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 8826 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 82172 members 
Mstep: Class 17 contains 12064 members 
Mstep: Class 18 contains 118890 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53078 members 
Mstep: Class 21 contains 21317 members 
Mstep: Class 22 contains 16211 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 8385 members 
Mstep: Class 25 contains 14360 members 
Mstep: Class 26 contains 93733 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 2973 members 
Mstep: Class 30 contains 5297 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 4658 members 
Mstep: Class 36 contains 14119 members 
Mstep: Class 37 contains 6012 members 
Mstep: Class 38 contains 8631 members 
Mstep: Class 39 contains 37767 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 3224 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111266984.000000 Penalty: 149391.406250
Iteration 101Q: 45 clusters Score -1.11267e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 160760 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 59605 members 
Mstep: Class 5 contains 47943 members 
Mstep: Class 6 contains 9967 members 
Mstep: Class 7 contains 16383 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 8826 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 82171 members 
Mstep: Class 17 contains 12061 members 
Mstep: Class 18 contains 118823 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53077 members 
Mstep: Class 21 contains 21318 members 
Mstep: Class 22 contains 16220 members 
Mstep: Class 23 contains 4228 members 
Mstep: Class 24 contains 8384 members 
Mstep: Class 25 contains 14350 members 
Mstep: Class 26 contains 93731 members 
Mstep: Class 27 contains 4749 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2973 members 
Mstep: Class 30 contains 5298 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2544 members 
Mstep: Class 35 contains 4650 members 
Mstep: Class 36 contains 14119 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 8631 members 
Mstep: Class 39 contains 37825 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 642 members 
Mstep: Class 42 contains 3222 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267056.000000 Penalty: 149391.406250
Iteration 102Q: 45 clusters Score -1.112671e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 160778 members 
Mstep: Class 3 contains 6147 members 
Mstep: Class 4 contains 59576 members 
Mstep: Class 5 contains 47925 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 8827 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 82160 members 
Mstep: Class 17 contains 12052 members 
Mstep: Class 18 contains 118769 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53081 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 22 contains 16229 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 8380 members 
Mstep: Class 25 contains 14335 members 
Mstep: Class 26 contains 93726 members 
Mstep: Class 27 contains 4814 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2975 members 
Mstep: Class 30 contains 5299 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2540 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 14118 members 
Mstep: Class 37 contains 6007 members 
Mstep: Class 38 contains 8630 members 
Mstep: Class 39 contains 37873 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 654 members 
Mstep: Class 42 contains 3220 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267152.000000 Penalty: 149391.406250
Iteration 103Q: 45 clusters Score -1.112672e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 160802 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 59542 members 
Mstep: Class 5 contains 47917 members 
Mstep: Class 6 contains 9953 members 
Mstep: Class 7 contains 16432 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1707 members 
Mstep: Class 14 contains 8825 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 82158 members 
Mstep: Class 17 contains 12045 members 
Mstep: Class 18 contains 118724 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 53077 members 
Mstep: Class 21 contains 21322 members 
Mstep: Class 22 contains 16234 members 
Mstep: Class 23 contains 4255 members 
Mstep: Class 24 contains 8374 members 
Mstep: Class 25 contains 14326 members 
Mstep: Class 26 contains 93718 members 
Mstep: Class 27 contains 4866 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2980 members 
Mstep: Class 30 contains 5298 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2539 members 
Mstep: Class 35 contains 4646 members 
Mstep: Class 36 contains 14118 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 8632 members 
Mstep: Class 39 contains 37910 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3211 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267240.000000 Penalty: 149391.406250
Iteration 104Q: 45 clusters Score -1.112672e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 160818 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 59507 members 
Mstep: Class 5 contains 47913 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 16452 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 82155 members 
Mstep: Class 17 contains 12036 members 
Mstep: Class 18 contains 118685 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 53075 members 
Mstep: Class 21 contains 21322 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 8372 members 
Mstep: Class 25 contains 14310 members 
Mstep: Class 26 contains 93717 members 
Mstep: Class 27 contains 4916 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2978 members 
Mstep: Class 30 contains 5297 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 3628 members 
Mstep: Class 34 contains 2537 members 
Mstep: Class 35 contains 4642 members 
Mstep: Class 36 contains 14113 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 37956 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 698 members 
Mstep: Class 42 contains 3214 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267128.000000 Penalty: 149391.406250
Iteration 105Q: 45 clusters Score -1.112671e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 160826 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 59478 members 
Mstep: Class 5 contains 47904 members 
Mstep: Class 6 contains 9940 members 
Mstep: Class 7 contains 16460 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 8825 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 82148 members 
Mstep: Class 17 contains 12026 members 
Mstep: Class 18 contains 118641 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 53073 members 
Mstep: Class 21 contains 21326 members 
Mstep: Class 22 contains 16262 members 
Mstep: Class 23 contains 4273 members 
Mstep: Class 24 contains 8369 members 
Mstep: Class 25 contains 14310 members 
Mstep: Class 26 contains 93710 members 
Mstep: Class 27 contains 4982 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2978 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2535 members 
Mstep: Class 35 contains 4636 members 
Mstep: Class 36 contains 14106 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 8637 members 
Mstep: Class 39 contains 37991 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 712 members 
Mstep: Class 42 contains 3216 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267488.000000 Penalty: 149391.406250
Iteration 106Q: 45 clusters Score -1.112675e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 160829 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 59451 members 
Mstep: Class 5 contains 47904 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 16473 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 82142 members 
Mstep: Class 17 contains 12013 members 
Mstep: Class 18 contains 118613 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 53072 members 
Mstep: Class 21 contains 21328 members 
Mstep: Class 22 contains 16273 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 8369 members 
Mstep: Class 25 contains 14306 members 
Mstep: Class 26 contains 93705 members 
Mstep: Class 27 contains 5040 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2980 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5081 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2533 members 
Mstep: Class 35 contains 4635 members 
Mstep: Class 36 contains 14104 members 
Mstep: Class 37 contains 6010 members 
Mstep: Class 38 contains 8639 members 
Mstep: Class 39 contains 38018 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 3215 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267496.000000 Penalty: 149391.406250
Iteration 107Q: 45 clusters Score -1.112675e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 160847 members 
Mstep: Class 3 contains 6161 members 
Mstep: Class 4 contains 59422 members 
Mstep: Class 5 contains 47897 members 
Mstep: Class 6 contains 9917 members 
Mstep: Class 7 contains 16490 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 82129 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 118574 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 53075 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 22 contains 16290 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 8370 members 
Mstep: Class 25 contains 14298 members 
Mstep: Class 26 contains 93710 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2981 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2532 members 
Mstep: Class 35 contains 4631 members 
Mstep: Class 36 contains 14101 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 8639 members 
Mstep: Class 39 contains 38041 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 733 members 
Mstep: Class 42 contains 3215 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267416.000000 Penalty: 149391.406250
Iteration 108Q: 45 clusters Score -1.112674e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 160850 members 
Mstep: Class 3 contains 6168 members 
Mstep: Class 4 contains 59392 members 
Mstep: Class 5 contains 47880 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 82119 members 
Mstep: Class 17 contains 12001 members 
Mstep: Class 18 contains 118537 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 53077 members 
Mstep: Class 21 contains 21318 members 
Mstep: Class 22 contains 16304 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 8371 members 
Mstep: Class 25 contains 14291 members 
Mstep: Class 26 contains 93699 members 
Mstep: Class 27 contains 5131 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2982 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2531 members 
Mstep: Class 35 contains 4632 members 
Mstep: Class 36 contains 14097 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 8642 members 
Mstep: Class 39 contains 38066 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 738 members 
Mstep: Class 42 contains 3217 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267360.000000 Penalty: 149391.406250
Iteration 109Q: 45 clusters Score -1.112674e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 160847 members 
Mstep: Class 3 contains 6174 members 
Mstep: Class 4 contains 59367 members 
Mstep: Class 5 contains 47878 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 16535 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 5567 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 82109 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 118526 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 53082 members 
Mstep: Class 21 contains 21316 members 
Mstep: Class 22 contains 16315 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 8368 members 
Mstep: Class 25 contains 14294 members 
Mstep: Class 26 contains 93695 members 
Mstep: Class 27 contains 5168 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2981 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2531 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 14095 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 8644 members 
Mstep: Class 39 contains 38069 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 3218 members 
Mstep: Class 43 contains 1377 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267496.000000 Penalty: 149391.406250
Iteration 110Q: 45 clusters Score -1.112675e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 160845 members 
Mstep: Class 3 contains 6170 members 
Mstep: Class 4 contains 59344 members 
Mstep: Class 5 contains 47872 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 16553 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 5564 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 82099 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 118512 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53085 members 
Mstep: Class 21 contains 21310 members 
Mstep: Class 22 contains 16327 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 8367 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 93687 members 
Mstep: Class 27 contains 5208 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2984 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2531 members 
Mstep: Class 35 contains 4623 members 
Mstep: Class 36 contains 14090 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8646 members 
Mstep: Class 39 contains 38081 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 744 members 
Mstep: Class 42 contains 3222 members 
Mstep: Class 43 contains 1378 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267656.000000 Penalty: 149391.406250
Iteration 111Q: 45 clusters Score -1.112677e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 160845 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 59329 members 
Mstep: Class 5 contains 47870 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 16563 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 82091 members 
Mstep: Class 17 contains 12001 members 
Mstep: Class 18 contains 118502 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53089 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 22 contains 16332 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 8368 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 93680 members 
Mstep: Class 27 contains 5247 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2530 members 
Mstep: Class 35 contains 4614 members 
Mstep: Class 36 contains 14089 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8649 members 
Mstep: Class 39 contains 38068 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 744 members 
Mstep: Class 42 contains 3224 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267368.000000 Penalty: 149391.406250
Iteration 112Q: 45 clusters Score -1.112674e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 160848 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 59305 members 
Mstep: Class 5 contains 47873 members 
Mstep: Class 6 contains 9905 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 82086 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 118484 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53091 members 
Mstep: Class 21 contains 21301 members 
Mstep: Class 22 contains 16342 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 8367 members 
Mstep: Class 25 contains 14281 members 
Mstep: Class 26 contains 93671 members 
Mstep: Class 27 contains 5284 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2528 members 
Mstep: Class 35 contains 4607 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6007 members 
Mstep: Class 38 contains 8650 members 
Mstep: Class 39 contains 38064 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3225 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267392.000000 Penalty: 149391.406250
Iteration 113Q: 45 clusters Score -1.112674e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 160856 members 
Mstep: Class 3 contains 6176 members 
Mstep: Class 4 contains 59291 members 
Mstep: Class 5 contains 47869 members 
Mstep: Class 6 contains 9906 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 82069 members 
Mstep: Class 17 contains 11995 members 
Mstep: Class 18 contains 118461 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53091 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 16352 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 8363 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 93662 members 
Mstep: Class 27 contains 5318 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4601 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6007 members 
Mstep: Class 38 contains 8653 members 
Mstep: Class 39 contains 38085 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267536.000000 Penalty: 149391.406250
Iteration 114Q: 45 clusters Score -1.112675e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 160861 members 
Mstep: Class 3 contains 6180 members 
Mstep: Class 4 contains 59280 members 
Mstep: Class 5 contains 47868 members 
Mstep: Class 6 contains 9908 members 
Mstep: Class 7 contains 16584 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 82054 members 
Mstep: Class 17 contains 11995 members 
Mstep: Class 18 contains 118440 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53095 members 
Mstep: Class 21 contains 21301 members 
Mstep: Class 22 contains 16359 members 
Mstep: Class 23 contains 4422 members 
Mstep: Class 24 contains 8358 members 
Mstep: Class 25 contains 14268 members 
Mstep: Class 26 contains 93650 members 
Mstep: Class 27 contains 5349 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2526 members 
Mstep: Class 35 contains 4599 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 8656 members 
Mstep: Class 39 contains 38090 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267744.000000 Penalty: 149391.406250
Iteration 115Q: 45 clusters Score -1.112677e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 160864 members 
Mstep: Class 3 contains 6180 members 
Mstep: Class 4 contains 59271 members 
Mstep: Class 5 contains 47865 members 
Mstep: Class 6 contains 9908 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 82051 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 118431 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53094 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 22 contains 16365 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 8357 members 
Mstep: Class 25 contains 14266 members 
Mstep: Class 26 contains 93639 members 
Mstep: Class 27 contains 5375 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2526 members 
Mstep: Class 35 contains 4595 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6004 members 
Mstep: Class 38 contains 8662 members 
Mstep: Class 39 contains 38081 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267760.000000 Penalty: 149391.406250
Iteration 116Q: 45 clusters Score -1.112678e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 160874 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 4 contains 59258 members 
Mstep: Class 5 contains 47862 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 82044 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 118414 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53098 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 22 contains 16372 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 8358 members 
Mstep: Class 25 contains 14262 members 
Mstep: Class 26 contains 93617 members 
Mstep: Class 27 contains 5404 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4592 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267848.000000 Penalty: 149391.406250
Iteration 117Q: 45 clusters Score -1.112678e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 160884 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 59243 members 
Mstep: Class 5 contains 47864 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 82031 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 118401 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53101 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16374 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 8356 members 
Mstep: Class 25 contains 14257 members 
Mstep: Class 26 contains 93598 members 
Mstep: Class 27 contains 5424 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6007 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 38075 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267904.000000 Penalty: 149391.406250
Iteration 118Q: 45 clusters Score -1.112679e+08 nChanged 194
Entering ConstructFrom: 
Score: -111267904.000000 Penalty: 149391.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -856859.500000 Penalty: 2196.345947
	Iteration 0F: 2 clusters Score -856859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -851142.562500 Penalty: 4392.691895
	Iteration 0F: 3 clusters Score -851142.6 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -852769.750000 Penalty: 4392.691895
	Iteration 1F: 3 clusters Score -852769.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -853234.500000 Penalty: 4392.691895
	Iteration 2F: 3 clusters Score -853234.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -853683.250000 Penalty: 4392.691895
	Iteration 3F: 3 clusters Score -853683.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -854151.375000 Penalty: 4392.691895
	Iteration 4F: 3 clusters Score -854151.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -854533.562500 Penalty: 4392.691895
	Iteration 5F: 3 clusters Score -854533.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -854838.812500 Penalty: 4392.691895
	Iteration 6Q: 3 clusters Score -854838.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -855067.375000 Penalty: 4392.691895
	Iteration 7Q: 3 clusters Score -855067.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -855233.937500 Penalty: 4392.691895
	Iteration 8Q: 3 clusters Score -855233.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -855358.687500 Penalty: 4392.691895
	Iteration 9Q: 3 clusters Score -855358.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -855443.312500 Penalty: 4392.691895
	Iteration 10Q: 3 clusters Score -855443.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -855487.625000 Penalty: 4392.691895
	Iteration 11Q: 3 clusters Score -855487.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -855512.562500 Penalty: 4392.691895
	Iteration 12Q: 3 clusters Score -855512.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -855533.187500 Penalty: 4392.691895
	Iteration 13Q: 3 clusters Score -855533.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -855550.000000 Penalty: 4392.691895
	Iteration 14Q: 3 clusters Score -855550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -855560.687500 Penalty: 4392.691895
	Iteration 15Q: 3 clusters Score -855560.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -855573.812500 Penalty: 4392.691895
	Iteration 16Q: 3 clusters Score -855573.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -855579.562500 Penalty: 4392.691895
	Iteration 17Q: 3 clusters Score -855579.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -855581.062500 Penalty: 4392.691895
	Iteration 18Q: 3 clusters Score -855581.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -855582.500000 Penalty: 4392.691895
	Iteration 19Q: 3 clusters Score -855582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -855589.937500 Penalty: 4392.691895
	Iteration 20F: 3 clusters Score -855589.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -855593.187500 Penalty: 4392.691895
	Iteration 21Q: 3 clusters Score -855593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -855598.187500 Penalty: 4392.691895
	Iteration 22Q: 3 clusters Score -855598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -855603.250000 Penalty: 4392.691895
	Iteration 23Q: 3 clusters Score -855603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -855606.375000 Penalty: 4392.691895
	Iteration 24Q: 3 clusters Score -855606.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -855611.375000 Penalty: 4392.691895
	Iteration 25Q: 3 clusters Score -855611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -855619.437500 Penalty: 4392.691895
	Iteration 26Q: 3 clusters Score -855619.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -855627.312500 Penalty: 4392.691895
	Iteration 27Q: 3 clusters Score -855627.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -855642.500000 Penalty: 4392.691895
	Iteration 28Q: 3 clusters Score -855642.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -855650.312500 Penalty: 4392.691895
	Iteration 29Q: 3 clusters Score -855650.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -855660.687500 Penalty: 4392.691895
	Iteration 30Q: 3 clusters Score -855660.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -855672.562500 Penalty: 4392.691895
	Iteration 31Q: 3 clusters Score -855672.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -855681.812500 Penalty: 4392.691895
	Iteration 32Q: 3 clusters Score -855681.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -855692.937500 Penalty: 4392.691895
	Iteration 33Q: 3 clusters Score -855692.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -855699.187500 Penalty: 4392.691895
	Iteration 34Q: 3 clusters Score -855699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -855703.875000 Penalty: 4392.691895
	Iteration 35Q: 3 clusters Score -855703.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -855710.062500 Penalty: 4392.691895
	Iteration 36Q: 3 clusters Score -855710.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -855716.875000 Penalty: 4392.691895
	Iteration 37Q: 3 clusters Score -855716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -855720.125000 Penalty: 4392.691895
	Iteration 38Q: 3 clusters Score -855720.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -855722.750000 Penalty: 4392.691895
	Iteration 39Q: 3 clusters Score -855722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -855727.687500 Penalty: 4392.691895
	Iteration 40F: 3 clusters Score -855727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -855729.500000 Penalty: 4392.691895
	Iteration 41Q: 3 clusters Score -855729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -855729.625000 Penalty: 4392.691895
	Iteration 42Q: 3 clusters Score -855729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -855730.562500 Penalty: 4392.691895
	Iteration 43Q: 3 clusters Score -855730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -855730.875000 Penalty: 4392.691895
	Iteration 44Q: 3 clusters Score -855730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -855730.875000 Penalty: 4392.691895
	Iteration 45F: 3 clusters Score -855730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160883 members 
Entering Unmasked Estep 
Score: -21083006.000000 Penalty: 2973.131348
	Iteration 0F: 2 clusters Score -2.108301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -20975178.000000 Penalty: 5946.262695
	Iteration 0F: 3 clusters Score -2.097518e+07 nChanged 77063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -21021136.000000 Penalty: 5946.262695
	Iteration 1F: 3 clusters Score -2.102114e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -21023070.000000 Penalty: 5946.262695
	Iteration 2Q: 3 clusters Score -2.102307e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -21026436.000000 Penalty: 5946.262695
	Iteration 3Q: 3 clusters Score -2.102644e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -21031972.000000 Penalty: 5946.262695
	Iteration 4F: 3 clusters Score -2.103197e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -21041026.000000 Penalty: 5946.262695
	Iteration 5F: 3 clusters Score -2.104103e+07 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 132097 members 
Entering Unmasked Estep 
Score: -21052732.000000 Penalty: 5946.262695
	Iteration 6F: 3 clusters Score -2.105273e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -21064832.000000 Penalty: 5946.262695
	Iteration 7F: 3 clusters Score -2.106483e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 153204 members 
Entering Unmasked Estep 
Score: -21073116.000000 Penalty: 5946.262695
	Iteration 8F: 3 clusters Score -2.107312e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -21077600.000000 Penalty: 5946.262695
	Iteration 9Q: 3 clusters Score -2.10776e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -21079350.000000 Penalty: 5946.262695
	Iteration 10Q: 3 clusters Score -2.107935e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 160031 members 
Entering Unmasked Estep 
Score: -21080010.000000 Penalty: 5946.262695
	Iteration 11Q: 3 clusters Score -2.108001e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -21080258.000000 Penalty: 5946.262695
	Iteration 12Q: 3 clusters Score -2.108026e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 160325 members 
Entering Unmasked Estep 
Score: -21080332.000000 Penalty: 5946.262695
	Iteration 13Q: 3 clusters Score -2.108033e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -21080394.000000 Penalty: 5946.262695
	Iteration 14Q: 3 clusters Score -2.108039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -21080466.000000 Penalty: 5946.262695
	Iteration 15Q: 3 clusters Score -2.108047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -21080508.000000 Penalty: 5946.262695
	Iteration 16Q: 3 clusters Score -2.108051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 160429 members 
Entering Unmasked Estep 
Score: -21080534.000000 Penalty: 5946.262695
	Iteration 17Q: 3 clusters Score -2.108053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 160434 members 
Entering Unmasked Estep 
Score: -21080526.000000 Penalty: 5946.262695
	Iteration 18Q: 3 clusters Score -2.108053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -21080516.000000 Penalty: 5946.262695
	Iteration 19Q: 3 clusters Score -2.108052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -21080522.000000 Penalty: 5946.262695
	Iteration 20F: 3 clusters Score -2.108052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 160441 members 
Entering Unmasked Estep 
Score: -21080522.000000 Penalty: 5946.262695
	Iteration 21Q: 3 clusters Score -2.108052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -21080518.000000 Penalty: 5946.262695
	Iteration 22Q: 3 clusters Score -2.108052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -21080518.000000 Penalty: 5946.262695
	Iteration 23F: 3 clusters Score -2.108052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Entering Unmasked Estep 
Score: -784450.562500 Penalty: 2165.171143
	Iteration 0F: 2 clusters Score -784450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -779176.250000 Penalty: 4330.342285
	Iteration 0F: 3 clusters Score -779176.2 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -780595.750000 Penalty: 4330.342285
	Iteration 1F: 3 clusters Score -780595.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -780959.500000 Penalty: 4330.342285
	Iteration 2F: 3 clusters Score -780959.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -781317.437500 Penalty: 4330.342285
	Iteration 3F: 3 clusters Score -781317.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -781688.562500 Penalty: 4330.342285
	Iteration 4F: 3 clusters Score -781688.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -782044.437500 Penalty: 4330.342285
	Iteration 5F: 3 clusters Score -782044.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -782312.750000 Penalty: 4330.342285
	Iteration 6F: 3 clusters Score -782312.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -782483.812500 Penalty: 4330.342285
	Iteration 7Q: 3 clusters Score -782483.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -782610.875000 Penalty: 4330.342285
	Iteration 8Q: 3 clusters Score -782610.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -782696.562500 Penalty: 4330.342285
	Iteration 9Q: 3 clusters Score -782696.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -782769.375000 Penalty: 4330.342285
	Iteration 10Q: 3 clusters Score -782769.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -782826.187500 Penalty: 4330.342285
	Iteration 11Q: 3 clusters Score -782826.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -782871.000000 Penalty: 4330.342285
	Iteration 12Q: 3 clusters Score -782871 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -782904.312500 Penalty: 4330.342285
	Iteration 13Q: 3 clusters Score -782904.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -782933.125000 Penalty: 4330.342285
	Iteration 14Q: 3 clusters Score -782933.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -782952.250000 Penalty: 4330.342285
	Iteration 15Q: 3 clusters Score -782952.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -782966.437500 Penalty: 4330.342285
	Iteration 16Q: 3 clusters Score -782966.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -782979.562500 Penalty: 4330.342285
	Iteration 17Q: 3 clusters Score -782979.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -782990.312500 Penalty: 4330.342285
	Iteration 18Q: 3 clusters Score -782990.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -782996.750000 Penalty: 4330.342285
	Iteration 19Q: 3 clusters Score -782996.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -782999.312500 Penalty: 4330.342285
	Iteration 20F: 3 clusters Score -782999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -783004.312500 Penalty: 4330.342285
	Iteration 21Q: 3 clusters Score -783004.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -783006.000000 Penalty: 4330.342285
	Iteration 22Q: 3 clusters Score -783006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -783009.625000 Penalty: 4330.342285
	Iteration 23Q: 3 clusters Score -783009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -783013.937500 Penalty: 4330.342285
	Iteration 24Q: 3 clusters Score -783013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -783013.500000 Penalty: 4330.342285
	Iteration 25Q: 3 clusters Score -783013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -783015.437500 Penalty: 4330.342285
	Iteration 26Q: 3 clusters Score -783015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -783019.875000 Penalty: 4330.342285
	Iteration 27Q: 3 clusters Score -783019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -783021.562500 Penalty: 4330.342285
	Iteration 28Q: 3 clusters Score -783021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -783024.375000 Penalty: 4330.342285
	Iteration 29Q: 3 clusters Score -783024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -783027.812500 Penalty: 4330.342285
	Iteration 30Q: 3 clusters Score -783027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -783029.687500 Penalty: 4330.342285
	Iteration 31Q: 3 clusters Score -783029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -783032.625000 Penalty: 4330.342285
	Iteration 32Q: 3 clusters Score -783032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -783034.562500 Penalty: 4330.342285
	Iteration 33Q: 3 clusters Score -783034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -783035.875000 Penalty: 4330.342285
	Iteration 34Q: 3 clusters Score -783035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -783039.062500 Penalty: 4330.342285
	Iteration 35Q: 3 clusters Score -783039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -783039.625000 Penalty: 4330.342285
	Iteration 36Q: 3 clusters Score -783039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -783039.625000 Penalty: 4330.342285
	Iteration 37Q: 3 clusters Score -783039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -783040.500000 Penalty: 4330.342285
	Iteration 38Q: 3 clusters Score -783040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -783042.187500 Penalty: 4330.342285
	Iteration 39Q: 3 clusters Score -783042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -783042.250000 Penalty: 4330.342285
	Iteration 40F: 3 clusters Score -783042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -783044.625000 Penalty: 4330.342285
	Iteration 41Q: 3 clusters Score -783044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -783044.562500 Penalty: 4330.342285
	Iteration 42Q: 3 clusters Score -783044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -783044.937500 Penalty: 4330.342285
	Iteration 43Q: 3 clusters Score -783044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -783047.250000 Penalty: 4330.342285
	Iteration 44Q: 3 clusters Score -783047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -783047.312500 Penalty: 4330.342285
	Iteration 45Q: 3 clusters Score -783047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -783050.750000 Penalty: 4330.342285
	Iteration 46Q: 3 clusters Score -783050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -783050.375000 Penalty: 4330.342285
	Iteration 47Q: 3 clusters Score -783050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -783052.062500 Penalty: 4330.342285
	Iteration 48Q: 3 clusters Score -783052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -783053.812500 Penalty: 4330.342285
	Iteration 49Q: 3 clusters Score -783053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -783055.937500 Penalty: 4330.342285
	Iteration 50Q: 3 clusters Score -783055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -783054.875000 Penalty: 4330.342285
	Iteration 51Q: 3 clusters Score -783054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -783055.875000 Penalty: 4330.342285
	Iteration 52Q: 3 clusters Score -783055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -783056.250000 Penalty: 4330.342285
	Iteration 53Q: 3 clusters Score -783056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -783056.250000 Penalty: 4330.342285
	Iteration 54F: 3 clusters Score -783056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Entering Unmasked Estep 
Score: -7681514.000000 Penalty: 2725.338623
	Iteration 0F: 2 clusters Score -7681514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -7641583.500000 Penalty: 5450.677246
	Iteration 0F: 3 clusters Score -7641584 nChanged 27596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -7657084.000000 Penalty: 5450.677246
	Iteration 1F: 3 clusters Score -7657084 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7657719.500000 Penalty: 5450.677246
	Iteration 2Q: 3 clusters Score -7657720 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -7658404.000000 Penalty: 5450.677246
	Iteration 3Q: 3 clusters Score -7658404 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -7659210.000000 Penalty: 5450.677246
	Iteration 4Q: 3 clusters Score -7659210 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7660191.000000 Penalty: 5450.677246
	Iteration 5Q: 3 clusters Score -7660191 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -7661419.000000 Penalty: 5450.677246
	Iteration 6Q: 3 clusters Score -7661419 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -7663227.500000 Penalty: 5450.677246
	Iteration 7F: 3 clusters Score -7663228 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -7665605.500000 Penalty: 5450.677246
	Iteration 8F: 3 clusters Score -7665606 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -7668502.500000 Penalty: 5450.677246
	Iteration 9F: 3 clusters Score -7668502 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -7671636.500000 Penalty: 5450.677246
	Iteration 10F: 3 clusters Score -7671636 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -7674256.000000 Penalty: 5450.677246
	Iteration 11Q: 3 clusters Score -7674256 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -7676340.500000 Penalty: 5450.677246
	Iteration 12Q: 3 clusters Score -7676340 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -7677744.000000 Penalty: 5450.677246
	Iteration 13Q: 3 clusters Score -7677744 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -7678486.000000 Penalty: 5450.677246
	Iteration 14Q: 3 clusters Score -7678486 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7678789.500000 Penalty: 5450.677246
	Iteration 15Q: 3 clusters Score -7678790 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -7678952.000000 Penalty: 5450.677246
	Iteration 16Q: 3 clusters Score -7678952 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -7679067.500000 Penalty: 5450.677246
	Iteration 17Q: 3 clusters Score -7679068 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -7679118.000000 Penalty: 5450.677246
	Iteration 18Q: 3 clusters Score -7679118 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -7679160.500000 Penalty: 5450.677246
	Iteration 19Q: 3 clusters Score -7679160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -7679176.000000 Penalty: 5450.677246
	Iteration 20F: 3 clusters Score -7679176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -7679195.500000 Penalty: 5450.677246
	Iteration 21Q: 3 clusters Score -7679196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7679213.000000 Penalty: 5450.677246
	Iteration 22Q: 3 clusters Score -7679213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -7679203.000000 Penalty: 5450.677246
	Iteration 23Q: 3 clusters Score -7679203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7679213.500000 Penalty: 5450.677246
	Iteration 24Q: 3 clusters Score -7679214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -7679235.500000 Penalty: 5450.677246
	Iteration 25Q: 3 clusters Score -7679236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -7679231.500000 Penalty: 5450.677246
	Iteration 26Q: 3 clusters Score -7679232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -7679235.000000 Penalty: 5450.677246
	Iteration 27Q: 3 clusters Score -7679235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -7679247.500000 Penalty: 5450.677246
	Iteration 28Q: 3 clusters Score -7679248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -7679257.000000 Penalty: 5450.677246
	Iteration 29Q: 3 clusters Score -7679257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -7679269.000000 Penalty: 5450.677246
	Iteration 30Q: 3 clusters Score -7679269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -7679265.500000 Penalty: 5450.677246
	Iteration 31Q: 3 clusters Score -7679266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7679270.000000 Penalty: 5450.677246
	Iteration 32Q: 3 clusters Score -7679270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -7679280.500000 Penalty: 5450.677246
	Iteration 33Q: 3 clusters Score -7679280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -7679286.000000 Penalty: 5450.677246
	Iteration 34Q: 3 clusters Score -7679286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7679279.000000 Penalty: 5450.677246
	Iteration 35Q: 3 clusters Score -7679279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -7679296.000000 Penalty: 5450.677246
	Iteration 36Q: 3 clusters Score -7679296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7679289.000000 Penalty: 5450.677246
	Iteration 37Q: 3 clusters Score -7679289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -7679285.000000 Penalty: 5450.677246
	Iteration 38Q: 3 clusters Score -7679285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -7679286.000000 Penalty: 5450.677246
	Iteration 39Q: 3 clusters Score -7679286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7679297.000000 Penalty: 5450.677246
	Iteration 40F: 3 clusters Score -7679297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -7679299.500000 Penalty: 5450.677246
	Iteration 41Q: 3 clusters Score -7679300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -7679307.500000 Penalty: 5450.677246
	Iteration 42Q: 3 clusters Score -7679308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -7679312.500000 Penalty: 5450.677246
	Iteration 43Q: 3 clusters Score -7679312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -7679302.500000 Penalty: 5450.677246
	Iteration 44Q: 3 clusters Score -7679302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -7679300.500000 Penalty: 5450.677246
	Iteration 45Q: 3 clusters Score -7679300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -7679304.500000 Penalty: 5450.677246
	Iteration 46Q: 3 clusters Score -7679304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -7679311.000000 Penalty: 5450.677246
	Iteration 47Q: 3 clusters Score -7679311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -7679310.500000 Penalty: 5450.677246
	Iteration 48Q: 3 clusters Score -7679310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -7679314.500000 Penalty: 5450.677246
	Iteration 49Q: 3 clusters Score -7679314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -7679310.000000 Penalty: 5450.677246
	Iteration 50Q: 3 clusters Score -7679310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -7679310.000000 Penalty: 5450.677246
	Iteration 51Q: 3 clusters Score -7679310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7679304.500000 Penalty: 5450.677246
	Iteration 52Q: 3 clusters Score -7679304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -7679307.500000 Penalty: 5450.677246
	Iteration 53Q: 3 clusters Score -7679308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -7679305.500000 Penalty: 5450.677246
	Iteration 54Q: 3 clusters Score -7679306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -7679305.000000 Penalty: 5450.677246
	Iteration 55Q: 3 clusters Score -7679305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -7679306.000000 Penalty: 5450.677246
	Iteration 56Q: 3 clusters Score -7679306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -7679302.000000 Penalty: 5450.677246
	Iteration 57Q: 3 clusters Score -7679302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7679303.500000 Penalty: 5450.677246
	Iteration 58Q: 3 clusters Score -7679304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -7679302.000000 Penalty: 5450.677246
	Iteration 59Q: 3 clusters Score -7679302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -7679302.000000 Penalty: 5450.677246
	Iteration 60F: 3 clusters Score -7679302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Entering Unmasked Estep 
Score: -6190234.500000 Penalty: 2672.492920
	Iteration 0F: 2 clusters Score -6190234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -6157899.000000 Penalty: 5344.985840
	Iteration 0F: 3 clusters Score -6157899 nChanged 22087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6170192.000000 Penalty: 5344.985840
	Iteration 1F: 3 clusters Score -6170192 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -6170820.500000 Penalty: 5344.985840
	Iteration 2Q: 3 clusters Score -6170820 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -6171721.500000 Penalty: 5344.985840
	Iteration 3Q: 3 clusters Score -6171722 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6172990.500000 Penalty: 5344.985840
	Iteration 4F: 3 clusters Score -6172990 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -6174910.000000 Penalty: 5344.985840
	Iteration 5F: 3 clusters Score -6174910 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -6177220.000000 Penalty: 5344.985840
	Iteration 6F: 3 clusters Score -6177220 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -6179540.500000 Penalty: 5344.985840
	Iteration 7F: 3 clusters Score -6179540 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -6181393.000000 Penalty: 5344.985840
	Iteration 8F: 3 clusters Score -6181393 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -6182536.000000 Penalty: 5344.985840
	Iteration 9F: 3 clusters Score -6182536 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -6183129.500000 Penalty: 5344.985840
	Iteration 10Q: 3 clusters Score -6183130 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6183454.500000 Penalty: 5344.985840
	Iteration 11Q: 3 clusters Score -6183454 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -6183713.500000 Penalty: 5344.985840
	Iteration 12Q: 3 clusters Score -6183714 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6183897.000000 Penalty: 5344.985840
	Iteration 13Q: 3 clusters Score -6183897 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -6184087.000000 Penalty: 5344.985840
	Iteration 14Q: 3 clusters Score -6184087 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -6184279.500000 Penalty: 5344.985840
	Iteration 15Q: 3 clusters Score -6184280 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6184495.000000 Penalty: 5344.985840
	Iteration 16Q: 3 clusters Score -6184495 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -6184766.000000 Penalty: 5344.985840
	Iteration 17Q: 3 clusters Score -6184766 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -6185042.000000 Penalty: 5344.985840
	Iteration 18Q: 3 clusters Score -6185042 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6185407.500000 Penalty: 5344.985840
	Iteration 19Q: 3 clusters Score -6185408 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -6185880.500000 Penalty: 5344.985840
	Iteration 20F: 3 clusters Score -6185880 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -6186368.500000 Penalty: 5344.985840
	Iteration 21Q: 3 clusters Score -6186368 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -6186893.500000 Penalty: 5344.985840
	Iteration 22Q: 3 clusters Score -6186894 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6187327.000000 Penalty: 5344.985840
	Iteration 23Q: 3 clusters Score -6187327 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -6187657.000000 Penalty: 5344.985840
	Iteration 24Q: 3 clusters Score -6187657 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -6187949.500000 Penalty: 5344.985840
	Iteration 25Q: 3 clusters Score -6187950 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -6188114.000000 Penalty: 5344.985840
	Iteration 26Q: 3 clusters Score -6188114 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6188246.000000 Penalty: 5344.985840
	Iteration 27Q: 3 clusters Score -6188246 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -6188334.000000 Penalty: 5344.985840
	Iteration 28Q: 3 clusters Score -6188334 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -6188406.000000 Penalty: 5344.985840
	Iteration 29Q: 3 clusters Score -6188406 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6188470.500000 Penalty: 5344.985840
	Iteration 30Q: 3 clusters Score -6188470 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -6188564.000000 Penalty: 5344.985840
	Iteration 31Q: 3 clusters Score -6188564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -6188655.500000 Penalty: 5344.985840
	Iteration 32Q: 3 clusters Score -6188656 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -6188729.000000 Penalty: 5344.985840
	Iteration 33Q: 3 clusters Score -6188729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -6188781.000000 Penalty: 5344.985840
	Iteration 34Q: 3 clusters Score -6188781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -6188811.500000 Penalty: 5344.985840
	Iteration 35Q: 3 clusters Score -6188812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -6188850.500000 Penalty: 5344.985840
	Iteration 36Q: 3 clusters Score -6188850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -6188845.500000 Penalty: 5344.985840
	Iteration 37Q: 3 clusters Score -6188846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -6188845.000000 Penalty: 5344.985840
	Iteration 38Q: 3 clusters Score -6188845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -6188849.500000 Penalty: 5344.985840
	Iteration 39Q: 3 clusters Score -6188850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -6188871.500000 Penalty: 5344.985840
	Iteration 40F: 3 clusters Score -6188872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -6188873.000000 Penalty: 5344.985840
	Iteration 41Q: 3 clusters Score -6188873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -6188877.500000 Penalty: 5344.985840
	Iteration 42Q: 3 clusters Score -6188878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -6188905.000000 Penalty: 5344.985840
	Iteration 43Q: 3 clusters Score -6188905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -6188896.500000 Penalty: 5344.985840
	Iteration 44Q: 3 clusters Score -6188896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6188905.000000 Penalty: 5344.985840
	Iteration 45Q: 3 clusters Score -6188905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -6188903.000000 Penalty: 5344.985840
	Iteration 46Q: 3 clusters Score -6188903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -6188911.000000 Penalty: 5344.985840
	Iteration 47Q: 3 clusters Score -6188911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -6188921.000000 Penalty: 5344.985840
	Iteration 48Q: 3 clusters Score -6188921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -6188919.000000 Penalty: 5344.985840
	Iteration 49Q: 3 clusters Score -6188919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -6188926.000000 Penalty: 5344.985840
	Iteration 50Q: 3 clusters Score -6188926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -6188920.000000 Penalty: 5344.985840
	Iteration 51Q: 3 clusters Score -6188920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -6188919.500000 Penalty: 5344.985840
	Iteration 52Q: 3 clusters Score -6188920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -6188909.500000 Penalty: 5344.985840
	Iteration 53Q: 3 clusters Score -6188910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -6188914.500000 Penalty: 5344.985840
	Iteration 54Q: 3 clusters Score -6188914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6188914.500000 Penalty: 5344.985840
	Iteration 55Q: 3 clusters Score -6188914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6188912.000000 Penalty: 5344.985840
	Iteration 56Q: 3 clusters Score -6188912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -6188908.500000 Penalty: 5344.985840
	Iteration 57Q: 3 clusters Score -6188908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6188909.000000 Penalty: 5344.985840
	Iteration 58Q: 3 clusters Score -6188909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6188912.000000 Penalty: 5344.985840
	Iteration 59Q: 3 clusters Score -6188912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -6188918.000000 Penalty: 5344.985840
	Iteration 60F: 3 clusters Score -6188918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -6188917.000000 Penalty: 5344.985840
	Iteration 61Q: 3 clusters Score -6188917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -6188918.500000 Penalty: 5344.985840
	Iteration 62Q: 3 clusters Score -6188918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -6188912.000000 Penalty: 5344.985840
	Iteration 63Q: 3 clusters Score -6188912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -6188906.000000 Penalty: 5344.985840
	Iteration 64Q: 3 clusters Score -6188906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -6188916.500000 Penalty: 5344.985840
	Iteration 65Q: 3 clusters Score -6188916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6188927.000000 Penalty: 5344.985840
	Iteration 66Q: 3 clusters Score -6188927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6188941.500000 Penalty: 5344.985840
	Iteration 67Q: 3 clusters Score -6188942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -6188939.500000 Penalty: 5344.985840
	Iteration 68Q: 3 clusters Score -6188940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6188945.000000 Penalty: 5344.985840
	Iteration 69Q: 3 clusters Score -6188945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6188936.500000 Penalty: 5344.985840
	Iteration 70Q: 3 clusters Score -6188936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -6188944.500000 Penalty: 5344.985840
	Iteration 71Q: 3 clusters Score -6188944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6188941.500000 Penalty: 5344.985840
	Iteration 72Q: 3 clusters Score -6188942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6188953.000000 Penalty: 5344.985840
	Iteration 73Q: 3 clusters Score -6188953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6188940.500000 Penalty: 5344.985840
	Iteration 74Q: 3 clusters Score -6188940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -6188960.500000 Penalty: 5344.985840
	Iteration 75Q: 3 clusters Score -6188960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -6188967.500000 Penalty: 5344.985840
	Iteration 76Q: 3 clusters Score -6188968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -6188978.500000 Penalty: 5344.985840
	Iteration 77Q: 3 clusters Score -6188978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6188976.000000 Penalty: 5344.985840
	Iteration 78Q: 3 clusters Score -6188976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -6188980.500000 Penalty: 5344.985840
	Iteration 79Q: 3 clusters Score -6188980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6189002.500000 Penalty: 5344.985840
	Iteration 80F: 3 clusters Score -6189002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -6189004.500000 Penalty: 5344.985840
	Iteration 81Q: 3 clusters Score -6189004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6188997.000000 Penalty: 5344.985840
	Iteration 82Q: 3 clusters Score -6188997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -6189006.500000 Penalty: 5344.985840
	Iteration 83Q: 3 clusters Score -6189006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -6189020.000000 Penalty: 5344.985840
	Iteration 84Q: 3 clusters Score -6189020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6189011.000000 Penalty: 5344.985840
	Iteration 85Q: 3 clusters Score -6189011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -6189031.000000 Penalty: 5344.985840
	Iteration 86Q: 3 clusters Score -6189031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6189031.500000 Penalty: 5344.985840
	Iteration 87Q: 3 clusters Score -6189032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6189026.500000 Penalty: 5344.985840
	Iteration 88Q: 3 clusters Score -6189026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6189026.500000 Penalty: 5344.985840
	Iteration 89Q: 3 clusters Score -6189026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -6189033.000000 Penalty: 5344.985840
	Iteration 90Q: 3 clusters Score -6189033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -6189045.000000 Penalty: 5344.985840
	Iteration 91Q: 3 clusters Score -6189045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -6189046.000000 Penalty: 5344.985840
	Iteration 92Q: 3 clusters Score -6189046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -6189047.500000 Penalty: 5344.985840
	Iteration 93Q: 3 clusters Score -6189048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -6189044.500000 Penalty: 5344.985840
	Iteration 94Q: 3 clusters Score -6189044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6189042.500000 Penalty: 5344.985840
	Iteration 95Q: 3 clusters Score -6189042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -6189053.000000 Penalty: 5344.985840
	Iteration 96Q: 3 clusters Score -6189053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6189059.500000 Penalty: 5344.985840
	Iteration 97Q: 3 clusters Score -6189060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -6189065.500000 Penalty: 5344.985840
	Iteration 98Q: 3 clusters Score -6189066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -6189079.500000 Penalty: 5344.985840
	Iteration 99Q: 3 clusters Score -6189080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -6189086.500000 Penalty: 5344.985840
	Iteration 100F: 3 clusters Score -6189086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -6189082.500000 Penalty: 5344.985840
	Iteration 101Q: 3 clusters Score -6189082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6189081.000000 Penalty: 5344.985840
	Iteration 102Q: 3 clusters Score -6189081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6189095.500000 Penalty: 5344.985840
	Iteration 103Q: 3 clusters Score -6189096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6189094.500000 Penalty: 5344.985840
	Iteration 104Q: 3 clusters Score -6189094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6189099.500000 Penalty: 5344.985840
	Iteration 105Q: 3 clusters Score -6189100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6189098.000000 Penalty: 5344.985840
	Iteration 106Q: 3 clusters Score -6189098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -6189101.000000 Penalty: 5344.985840
	Iteration 107Q: 3 clusters Score -6189101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6189093.000000 Penalty: 5344.985840
	Iteration 108Q: 3 clusters Score -6189093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -6189090.000000 Penalty: 5344.985840
	Iteration 109Q: 3 clusters Score -6189090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -6189097.000000 Penalty: 5344.985840
	Iteration 110Q: 3 clusters Score -6189097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6189101.500000 Penalty: 5344.985840
	Iteration 111Q: 3 clusters Score -6189102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6189104.000000 Penalty: 5344.985840
	Iteration 112Q: 3 clusters Score -6189104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6189105.000000 Penalty: 5344.985840
	Iteration 113Q: 3 clusters Score -6189105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6189105.000000 Penalty: 5344.985840
	Iteration 114F: 3 clusters Score -6189105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1284454.375000 Penalty: 2281.922363
	Iteration 0F: 2 clusters Score -1284454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1276722.125000 Penalty: 4563.844727
	Iteration 0F: 3 clusters Score -1276722 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1278954.500000 Penalty: 4563.844727
	Iteration 1F: 3 clusters Score -1278954 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1279361.000000 Penalty: 4563.844727
	Iteration 2F: 3 clusters Score -1279361 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1279776.125000 Penalty: 4563.844727
	Iteration 3F: 3 clusters Score -1279776 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1280257.750000 Penalty: 4563.844727
	Iteration 4F: 3 clusters Score -1280258 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1280828.125000 Penalty: 4563.844727
	Iteration 5F: 3 clusters Score -1280828 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1281448.625000 Penalty: 4563.844727
	Iteration 6F: 3 clusters Score -1281449 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1281952.000000 Penalty: 4563.844727
	Iteration 7F: 3 clusters Score -1281952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1282303.625000 Penalty: 4563.844727
	Iteration 8Q: 3 clusters Score -1282304 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1282493.000000 Penalty: 4563.844727
	Iteration 9Q: 3 clusters Score -1282493 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1282620.875000 Penalty: 4563.844727
	Iteration 10Q: 3 clusters Score -1282621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1282705.500000 Penalty: 4563.844727
	Iteration 11Q: 3 clusters Score -1282706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1282781.125000 Penalty: 4563.844727
	Iteration 12Q: 3 clusters Score -1282781 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1282851.375000 Penalty: 4563.844727
	Iteration 13Q: 3 clusters Score -1282851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1282917.750000 Penalty: 4563.844727
	Iteration 14Q: 3 clusters Score -1282918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1282969.625000 Penalty: 4563.844727
	Iteration 15Q: 3 clusters Score -1282970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1283020.875000 Penalty: 4563.844727
	Iteration 16Q: 3 clusters Score -1283021 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1283077.125000 Penalty: 4563.844727
	Iteration 17Q: 3 clusters Score -1283077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1283117.750000 Penalty: 4563.844727
	Iteration 18Q: 3 clusters Score -1283118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1283152.000000 Penalty: 4563.844727
	Iteration 19Q: 3 clusters Score -1283152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1283193.625000 Penalty: 4563.844727
	Iteration 20F: 3 clusters Score -1283194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1283217.250000 Penalty: 4563.844727
	Iteration 21Q: 3 clusters Score -1283217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1283238.125000 Penalty: 4563.844727
	Iteration 22Q: 3 clusters Score -1283238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1283253.250000 Penalty: 4563.844727
	Iteration 23Q: 3 clusters Score -1283253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1283259.625000 Penalty: 4563.844727
	Iteration 24Q: 3 clusters Score -1283260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1283271.250000 Penalty: 4563.844727
	Iteration 25Q: 3 clusters Score -1283271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1283276.000000 Penalty: 4563.844727
	Iteration 26Q: 3 clusters Score -1283276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1283287.250000 Penalty: 4563.844727
	Iteration 27Q: 3 clusters Score -1283287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1283290.250000 Penalty: 4563.844727
	Iteration 28Q: 3 clusters Score -1283290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1283295.250000 Penalty: 4563.844727
	Iteration 29Q: 3 clusters Score -1283295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1283297.375000 Penalty: 4563.844727
	Iteration 30Q: 3 clusters Score -1283297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1283301.750000 Penalty: 4563.844727
	Iteration 31Q: 3 clusters Score -1283302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1283304.375000 Penalty: 4563.844727
	Iteration 32Q: 3 clusters Score -1283304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1283309.875000 Penalty: 4563.844727
	Iteration 33Q: 3 clusters Score -1283310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1283312.875000 Penalty: 4563.844727
	Iteration 34Q: 3 clusters Score -1283313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1283316.375000 Penalty: 4563.844727
	Iteration 35Q: 3 clusters Score -1283316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1283318.750000 Penalty: 4563.844727
	Iteration 36Q: 3 clusters Score -1283319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1283321.000000 Penalty: 4563.844727
	Iteration 37Q: 3 clusters Score -1283321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1283330.875000 Penalty: 4563.844727
	Iteration 38Q: 3 clusters Score -1283331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1283341.875000 Penalty: 4563.844727
	Iteration 39Q: 3 clusters Score -1283342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1283348.125000 Penalty: 4563.844727
	Iteration 40F: 3 clusters Score -1283348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1283359.000000 Penalty: 4563.844727
	Iteration 41Q: 3 clusters Score -1283359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1283365.625000 Penalty: 4563.844727
	Iteration 42Q: 3 clusters Score -1283366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1283372.375000 Penalty: 4563.844727
	Iteration 43Q: 3 clusters Score -1283372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1283379.375000 Penalty: 4563.844727
	Iteration 44Q: 3 clusters Score -1283379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1283384.500000 Penalty: 4563.844727
	Iteration 45Q: 3 clusters Score -1283384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1283390.000000 Penalty: 4563.844727
	Iteration 46Q: 3 clusters Score -1283390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1283401.500000 Penalty: 4563.844727
	Iteration 47Q: 3 clusters Score -1283402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1283410.125000 Penalty: 4563.844727
	Iteration 48Q: 3 clusters Score -1283410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1283416.000000 Penalty: 4563.844727
	Iteration 49Q: 3 clusters Score -1283416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1283420.625000 Penalty: 4563.844727
	Iteration 50Q: 3 clusters Score -1283421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1283425.500000 Penalty: 4563.844727
	Iteration 51Q: 3 clusters Score -1283426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1283429.875000 Penalty: 4563.844727
	Iteration 52Q: 3 clusters Score -1283430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1283441.625000 Penalty: 4563.844727
	Iteration 53Q: 3 clusters Score -1283442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1283440.500000 Penalty: 4563.844727
	Iteration 54Q: 3 clusters Score -1283440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1283445.000000 Penalty: 4563.844727
	Iteration 55Q: 3 clusters Score -1283445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1283451.250000 Penalty: 4563.844727
	Iteration 56Q: 3 clusters Score -1283451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1283460.750000 Penalty: 4563.844727
	Iteration 57Q: 3 clusters Score -1283461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1283469.375000 Penalty: 4563.844727
	Iteration 58Q: 3 clusters Score -1283469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1283479.500000 Penalty: 4563.844727
	Iteration 59Q: 3 clusters Score -1283480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1283492.625000 Penalty: 4563.844727
	Iteration 60F: 3 clusters Score -1283493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1283506.625000 Penalty: 4563.844727
	Iteration 61Q: 3 clusters Score -1283507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1283522.625000 Penalty: 4563.844727
	Iteration 62Q: 3 clusters Score -1283523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1283542.000000 Penalty: 4563.844727
	Iteration 63Q: 3 clusters Score -1283542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1283572.125000 Penalty: 4563.844727
	Iteration 64Q: 3 clusters Score -1283572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1283629.250000 Penalty: 4563.844727
	Iteration 65Q: 3 clusters Score -1283629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1283681.750000 Penalty: 4563.844727
	Iteration 66Q: 3 clusters Score -1283682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1283739.125000 Penalty: 4563.844727
	Iteration 67Q: 3 clusters Score -1283739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1283790.250000 Penalty: 4563.844727
	Iteration 68Q: 3 clusters Score -1283790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1283824.250000 Penalty: 4563.844727
	Iteration 69Q: 3 clusters Score -1283824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1283847.125000 Penalty: 4563.844727
	Iteration 70Q: 3 clusters Score -1283847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1283858.750000 Penalty: 4563.844727
	Iteration 71Q: 3 clusters Score -1283859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1283860.500000 Penalty: 4563.844727
	Iteration 72Q: 3 clusters Score -1283860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1283862.750000 Penalty: 4563.844727
	Iteration 73Q: 3 clusters Score -1283863 nChanged 4
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: -1283864.125000 Penalty: 4563.844727
	Iteration 74Q: 3 clusters Score -1283864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1283868.750000 Penalty: 4563.844727
	Iteration 75Q: 3 clusters Score -1283869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1283870.000000 Penalty: 4563.844727
	Iteration 76Q: 3 clusters Score -1283870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1283868.875000 Penalty: 4563.844727
	Iteration 77Q: 3 clusters Score -1283869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1283868.875000 Penalty: 4563.844727
	Iteration 78F: 3 clusters Score -1283869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Entering Unmasked Estep 
Score: -2018380.125000 Penalty: 2410.153809
	Iteration 0F: 2 clusters Score -2018380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2006559.750000 Penalty: 4820.307617
	Iteration 0F: 3 clusters Score -2006560 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2010584.125000 Penalty: 4820.307617
	Iteration 1F: 3 clusters Score -2010584 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2011242.625000 Penalty: 4820.307617
	Iteration 2F: 3 clusters Score -2011243 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2011916.500000 Penalty: 4820.307617
	Iteration 3F: 3 clusters Score -2011916 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2012617.000000 Penalty: 4820.307617
	Iteration 4F: 3 clusters Score -2012617 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2013338.750000 Penalty: 4820.307617
	Iteration 5F: 3 clusters Score -2013339 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2014065.750000 Penalty: 4820.307617
	Iteration 6F: 3 clusters Score -2014066 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2014770.000000 Penalty: 4820.307617
	Iteration 7F: 3 clusters Score -2014770 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2015392.750000 Penalty: 4820.307617
	Iteration 8Q: 3 clusters Score -2015393 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2015769.500000 Penalty: 4820.307617
	Iteration 9Q: 3 clusters Score -2015770 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2015978.125000 Penalty: 4820.307617
	Iteration 10Q: 3 clusters Score -2015978 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2016108.125000 Penalty: 4820.307617
	Iteration 11Q: 3 clusters Score -2016108 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2016178.750000 Penalty: 4820.307617
	Iteration 12Q: 3 clusters Score -2016179 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2016210.000000 Penalty: 4820.307617
	Iteration 13Q: 3 clusters Score -2016210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2016242.250000 Penalty: 4820.307617
	Iteration 14Q: 3 clusters Score -2016242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2016262.500000 Penalty: 4820.307617
	Iteration 15Q: 3 clusters Score -2016262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2016277.750000 Penalty: 4820.307617
	Iteration 16Q: 3 clusters Score -2016278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2016298.875000 Penalty: 4820.307617
	Iteration 17Q: 3 clusters Score -2016299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2016306.625000 Penalty: 4820.307617
	Iteration 18Q: 3 clusters Score -2016307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2016311.250000 Penalty: 4820.307617
	Iteration 19Q: 3 clusters Score -2016311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2016324.750000 Penalty: 4820.307617
	Iteration 20F: 3 clusters Score -2016325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2016325.750000 Penalty: 4820.307617
	Iteration 21Q: 3 clusters Score -2016326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2016331.625000 Penalty: 4820.307617
	Iteration 22Q: 3 clusters Score -2016332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2016336.625000 Penalty: 4820.307617
	Iteration 23Q: 3 clusters Score -2016337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2016335.375000 Penalty: 4820.307617
	Iteration 24Q: 3 clusters Score -2016335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2016338.750000 Penalty: 4820.307617
	Iteration 25Q: 3 clusters Score -2016339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2016344.875000 Penalty: 4820.307617
	Iteration 26Q: 3 clusters Score -2016345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2016344.125000 Penalty: 4820.307617
	Iteration 27Q: 3 clusters Score -2016344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2016346.625000 Penalty: 4820.307617
	Iteration 28Q: 3 clusters Score -2016347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2016348.875000 Penalty: 4820.307617
	Iteration 29Q: 3 clusters Score -2016349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2016347.375000 Penalty: 4820.307617
	Iteration 30Q: 3 clusters Score -2016347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2016350.250000 Penalty: 4820.307617
	Iteration 31Q: 3 clusters Score -2016350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2016345.750000 Penalty: 4820.307617
	Iteration 32Q: 3 clusters Score -2016346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2016353.125000 Penalty: 4820.307617
	Iteration 33Q: 3 clusters Score -2016353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2016352.875000 Penalty: 4820.307617
	Iteration 34Q: 3 clusters Score -2016353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2016354.875000 Penalty: 4820.307617
	Iteration 35Q: 3 clusters Score -2016355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2016353.375000 Penalty: 4820.307617
	Iteration 36Q: 3 clusters Score -2016353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2016356.125000 Penalty: 4820.307617
	Iteration 37Q: 3 clusters Score -2016356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2016357.000000 Penalty: 4820.307617
	Iteration 38Q: 3 clusters Score -2016357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2016353.500000 Penalty: 4820.307617
	Iteration 39Q: 3 clusters Score -2016354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2016354.375000 Penalty: 4820.307617
	Iteration 40F: 3 clusters Score -2016354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2016354.250000 Penalty: 4820.307617
	Iteration 41Q: 3 clusters Score -2016354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2016354.250000 Penalty: 4820.307617
	Iteration 42F: 3 clusters Score -2016354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -118624.234375 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -118624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116788.695312 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -116788.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117055.007812 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -117055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117140.476562 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -117140.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117193.031250 Penalty: 3391.317139
	Iteration 3Q: 3 clusters Score -117193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117224.289062 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -117224.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117239.156250 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -117239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117259.351562 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -117259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117266.585938 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -117266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117269.179688 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -117269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117269.179688 Penalty: 3391.317139
	Iteration 9F: 3 clusters Score -117269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1469841.125000 Penalty: 2313.242432
	Iteration 0F: 2 clusters Score -1469841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1461378.000000 Penalty: 4626.484863
	Iteration 0F: 3 clusters Score -1461378 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1464055.125000 Penalty: 4626.484863
	Iteration 1F: 3 clusters Score -1464055 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1464405.250000 Penalty: 4626.484863
	Iteration 2F: 3 clusters Score -1464405 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1464696.500000 Penalty: 4626.484863
	Iteration 3F: 3 clusters Score -1464696 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1465057.875000 Penalty: 4626.484863
	Iteration 4F: 3 clusters Score -1465058 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1465598.750000 Penalty: 4626.484863
	Iteration 5F: 3 clusters Score -1465599 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1466397.500000 Penalty: 4626.484863
	Iteration 6F: 3 clusters Score -1466398 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1467292.875000 Penalty: 4626.484863
	Iteration 7F: 3 clusters Score -1467293 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1468033.875000 Penalty: 4626.484863
	Iteration 8F: 3 clusters Score -1468034 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1468437.625000 Penalty: 4626.484863
	Iteration 9Q: 3 clusters Score -1468438 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1468661.375000 Penalty: 4626.484863
	Iteration 10Q: 3 clusters Score -1468661 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1468763.750000 Penalty: 4626.484863
	Iteration 11Q: 3 clusters Score -1468764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1468818.000000 Penalty: 4626.484863
	Iteration 12Q: 3 clusters Score -1468818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1468841.000000 Penalty: 4626.484863
	Iteration 13Q: 3 clusters Score -1468841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1468860.625000 Penalty: 4626.484863
	Iteration 14Q: 3 clusters Score -1468861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1468872.375000 Penalty: 4626.484863
	Iteration 15Q: 3 clusters Score -1468872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1468881.250000 Penalty: 4626.484863
	Iteration 16Q: 3 clusters Score -1468881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1468886.750000 Penalty: 4626.484863
	Iteration 17Q: 3 clusters Score -1468887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1468890.375000 Penalty: 4626.484863
	Iteration 18Q: 3 clusters Score -1468890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1468893.250000 Penalty: 4626.484863
	Iteration 19Q: 3 clusters Score -1468893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1468897.250000 Penalty: 4626.484863
	Iteration 20F: 3 clusters Score -1468897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1468897.625000 Penalty: 4626.484863
	Iteration 21Q: 3 clusters Score -1468898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1468901.000000 Penalty: 4626.484863
	Iteration 22Q: 3 clusters Score -1468901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1468900.000000 Penalty: 4626.484863
	Iteration 23Q: 3 clusters Score -1468900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1468900.000000 Penalty: 4626.484863
	Iteration 24F: 3 clusters Score -1468900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -705980.312500 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -705980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -701151.125000 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -701151.1 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -702436.812500 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -702436.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -702757.000000 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -702757 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -703074.625000 Penalty: 4273.961426
	Iteration 3F: 3 clusters Score -703074.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -703412.875000 Penalty: 4273.961426
	Iteration 4F: 3 clusters Score -703412.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -703743.375000 Penalty: 4273.961426
	Iteration 5F: 3 clusters Score -703743.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -703993.000000 Penalty: 4273.961426
	Iteration 6F: 3 clusters Score -703993 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -704181.500000 Penalty: 4273.961426
	Iteration 7Q: 3 clusters Score -704181.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -704327.875000 Penalty: 4273.961426
	Iteration 8Q: 3 clusters Score -704327.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -704432.812500 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -704432.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -704495.375000 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -704495.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -704550.000000 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -704550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -704595.062500 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -704595.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -704638.187500 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -704638.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -704687.562500 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -704687.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -704754.000000 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -704754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -704858.812500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -704858.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -705047.937500 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -705047.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -705294.187500 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -705294.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -705528.875000 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -705528.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -705692.125000 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -705692.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -705776.375000 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -705776.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -705802.375000 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -705802.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -705815.250000 Penalty: 4273.961426
	Iteration 23Q: 3 clusters Score -705815.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -705825.000000 Penalty: 4273.961426
	Iteration 24Q: 3 clusters Score -705825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -705825.937500 Penalty: 4273.961426
	Iteration 25Q: 3 clusters Score -705825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -705826.375000 Penalty: 4273.961426
	Iteration 26Q: 3 clusters Score -705826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -705826.375000 Penalty: 4273.961426
	Iteration 27F: 3 clusters Score -705826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32581.425781 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -32581.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31331.712891 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -31331.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31588.912109 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -31588.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31659.912109 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -31659.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31672.580078 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -31672.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31679.558594 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -31679.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31683.509766 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -31683.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31691.455078 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -31691.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31694.000000 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -31694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31695.289062 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -31695.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31695.289062 Penalty: 2845.339844
	Iteration 9F: 3 clusters Score -31695.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -152564.656250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -152564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150428.078125 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -150428.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150828.203125 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -150828.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150961.000000 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -150961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151057.734375 Penalty: 3552.549072
	Iteration 3Q: 3 clusters Score -151057.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151127.781250 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -151127.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151184.593750 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -151184.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151239.812500 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -151239.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -151278.078125 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -151278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -151304.953125 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -151305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151318.031250 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -151318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151327.500000 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -151327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151331.031250 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -151331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151337.703125 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -151337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151342.921875 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -151342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151353.781250 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -151353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151361.468750 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -151361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151367.828125 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -151367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151374.078125 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -151374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -151378.609375 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -151378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151380.703125 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -151380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151381.906250 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -151381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -151383.828125 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -151383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151388.406250 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -151388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151390.906250 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -151390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151391.843750 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -151391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -151392.750000 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -151392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -151394.468750 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -151394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -151396.546875 Penalty: 3552.549072
	Iteration 27Q: 3 clusters Score -151396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151397.296875 Penalty: 3552.549072
	Iteration 28Q: 3 clusters Score -151397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151398.453125 Penalty: 3552.549072
	Iteration 29Q: 3 clusters Score -151398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -151399.625000 Penalty: 3552.549072
	Iteration 30Q: 3 clusters Score -151399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -151399.625000 Penalty: 3552.549072
	Iteration 31F: 3 clusters Score -151399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -197452.218750 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -197452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -195020.718750 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -195020.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -195504.453125 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -195504.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -195722.265625 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -195722.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -195947.921875 Penalty: 3696.966553
	Iteration 3F: 3 clusters Score -195947.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196091.968750 Penalty: 3696.966553
	Iteration 4F: 3 clusters Score -196092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -196212.656250 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -196212.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -196307.546875 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -196307.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -196430.156250 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -196430.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -196502.968750 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -196503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196544.578125 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -196544.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196573.359375 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -196573.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196601.500000 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -196601.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -196620.046875 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -196620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -196629.218750 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -196629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -196634.265625 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -196634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -196639.875000 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -196639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196644.953125 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -196645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -196647.015625 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -196647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196647.937500 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -196647.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196647.937500 Penalty: 3696.966553
	Iteration 19F: 3 clusters Score -196647.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -1138331.500000 Penalty: 2252.940430
	Iteration 0F: 2 clusters Score -1138332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1131376.625000 Penalty: 4505.880859
	Iteration 0F: 3 clusters Score -1131377 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1133353.375000 Penalty: 4505.880859
	Iteration 1F: 3 clusters Score -1133353 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1133650.875000 Penalty: 4505.880859
	Iteration 2F: 3 clusters Score -1133651 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1133890.500000 Penalty: 4505.880859
	Iteration 3F: 3 clusters Score -1133890 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1134086.500000 Penalty: 4505.880859
	Iteration 4Q: 3 clusters Score -1134086 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1134258.125000 Penalty: 4505.880859
	Iteration 5Q: 3 clusters Score -1134258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1134397.375000 Penalty: 4505.880859
	Iteration 6Q: 3 clusters Score -1134397 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1134528.500000 Penalty: 4505.880859
	Iteration 7Q: 3 clusters Score -1134528 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1134665.875000 Penalty: 4505.880859
	Iteration 8Q: 3 clusters Score -1134666 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1134802.750000 Penalty: 4505.880859
	Iteration 9Q: 3 clusters Score -1134803 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1134935.375000 Penalty: 4505.880859
	Iteration 10Q: 3 clusters Score -1134935 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1135081.500000 Penalty: 4505.880859
	Iteration 11Q: 3 clusters Score -1135082 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1135186.875000 Penalty: 4505.880859
	Iteration 12Q: 3 clusters Score -1135187 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1135292.500000 Penalty: 4505.880859
	Iteration 13Q: 3 clusters Score -1135292 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1135410.875000 Penalty: 4505.880859
	Iteration 14Q: 3 clusters Score -1135411 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1135519.250000 Penalty: 4505.880859
	Iteration 15Q: 3 clusters Score -1135519 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1135640.375000 Penalty: 4505.880859
	Iteration 16Q: 3 clusters Score -1135640 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1135744.500000 Penalty: 4505.880859
	Iteration 17Q: 3 clusters Score -1135744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1135837.250000 Penalty: 4505.880859
	Iteration 18Q: 3 clusters Score -1135837 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1135926.750000 Penalty: 4505.880859
	Iteration 19Q: 3 clusters Score -1135927 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1136020.250000 Penalty: 4505.880859
	Iteration 20F: 3 clusters Score -1136020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1136132.875000 Penalty: 4505.880859
	Iteration 21Q: 3 clusters Score -1136133 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1136253.250000 Penalty: 4505.880859
	Iteration 22Q: 3 clusters Score -1136253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1136351.125000 Penalty: 4505.880859
	Iteration 23Q: 3 clusters Score -1136351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1136460.250000 Penalty: 4505.880859
	Iteration 24Q: 3 clusters Score -1136460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1136550.375000 Penalty: 4505.880859
	Iteration 25Q: 3 clusters Score -1136550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1136607.750000 Penalty: 4505.880859
	Iteration 26Q: 3 clusters Score -1136608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1136648.000000 Penalty: 4505.880859
	Iteration 27Q: 3 clusters Score -1136648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1136675.500000 Penalty: 4505.880859
	Iteration 28Q: 3 clusters Score -1136676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1136690.625000 Penalty: 4505.880859
	Iteration 29Q: 3 clusters Score -1136691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1136699.375000 Penalty: 4505.880859
	Iteration 30Q: 3 clusters Score -1136699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1136714.500000 Penalty: 4505.880859
	Iteration 31Q: 3 clusters Score -1136714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1136725.000000 Penalty: 4505.880859
	Iteration 32Q: 3 clusters Score -1136725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1136730.375000 Penalty: 4505.880859
	Iteration 33Q: 3 clusters Score -1136730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1136736.250000 Penalty: 4505.880859
	Iteration 34Q: 3 clusters Score -1136736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1136736.625000 Penalty: 4505.880859
	Iteration 35Q: 3 clusters Score -1136737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1136740.750000 Penalty: 4505.880859
	Iteration 36Q: 3 clusters Score -1136741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1136744.125000 Penalty: 4505.880859
	Iteration 37Q: 3 clusters Score -1136744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1136752.000000 Penalty: 4505.880859
	Iteration 38Q: 3 clusters Score -1136752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1136755.750000 Penalty: 4505.880859
	Iteration 39Q: 3 clusters Score -1136756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1136756.125000 Penalty: 4505.880859
	Iteration 40F: 3 clusters Score -1136756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1136758.875000 Penalty: 4505.880859
	Iteration 41Q: 3 clusters Score -1136759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1136759.625000 Penalty: 4505.880859
	Iteration 42Q: 3 clusters Score -1136760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1136759.875000 Penalty: 4505.880859
	Iteration 43Q: 3 clusters Score -1136760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1136762.625000 Penalty: 4505.880859
	Iteration 44Q: 3 clusters Score -1136763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1136763.250000 Penalty: 4505.880859
	Iteration 45Q: 3 clusters Score -1136763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1136765.625000 Penalty: 4505.880859
	Iteration 46Q: 3 clusters Score -1136766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1136767.625000 Penalty: 4505.880859
	Iteration 47Q: 3 clusters Score -1136768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1136770.500000 Penalty: 4505.880859
	Iteration 48Q: 3 clusters Score -1136770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1136770.375000 Penalty: 4505.880859
	Iteration 49Q: 3 clusters Score -1136770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1136771.875000 Penalty: 4505.880859
	Iteration 50Q: 3 clusters Score -1136772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1136773.750000 Penalty: 4505.880859
	Iteration 51Q: 3 clusters Score -1136774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1136772.750000 Penalty: 4505.880859
	Iteration 52Q: 3 clusters Score -1136773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1136773.375000 Penalty: 4505.880859
	Iteration 53Q: 3 clusters Score -1136773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1136773.375000 Penalty: 4505.880859
	Iteration 54F: 3 clusters Score -1136773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -530804.687500 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -530804.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -526718.312500 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -526718.3 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -527861.937500 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -527861.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -528169.250000 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -528169.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -528408.062500 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -528408.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -528563.812500 Penalty: 4158.409668
	Iteration 4Q: 3 clusters Score -528563.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -528749.062500 Penalty: 4158.409668
	Iteration 5Q: 3 clusters Score -528749.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -528976.187500 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -528976.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -529233.125000 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -529233.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -529497.000000 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -529497 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -529738.625000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -529738.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -529950.437500 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -529950.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -530090.937500 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -530090.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -530202.687500 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -530202.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -530290.187500 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -530290.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -530385.250000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -530385.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -530477.187500 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -530477.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -530559.000000 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -530559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -530632.687500 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -530632.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -530692.312500 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -530692.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -530745.687500 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -530745.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -530785.625000 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -530785.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -530815.437500 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -530815.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -530831.375000 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -530831.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -530845.937500 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -530845.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -530863.562500 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -530863.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -530875.687500 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -530875.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -530882.625000 Penalty: 4158.409668
	Iteration 26Q: 3 clusters Score -530882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -530890.750000 Penalty: 4158.409668
	Iteration 27Q: 3 clusters Score -530890.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -530896.625000 Penalty: 4158.409668
	Iteration 28Q: 3 clusters Score -530896.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -530905.625000 Penalty: 4158.409668
	Iteration 29Q: 3 clusters Score -530905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -530910.062500 Penalty: 4158.409668
	Iteration 30Q: 3 clusters Score -530910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -530914.937500 Penalty: 4158.409668
	Iteration 31Q: 3 clusters Score -530914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -530923.312500 Penalty: 4158.409668
	Iteration 32Q: 3 clusters Score -530923.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -530934.437500 Penalty: 4158.409668
	Iteration 33Q: 3 clusters Score -530934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -530942.250000 Penalty: 4158.409668
	Iteration 34Q: 3 clusters Score -530942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -530947.750000 Penalty: 4158.409668
	Iteration 35Q: 3 clusters Score -530947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -530951.125000 Penalty: 4158.409668
	Iteration 36Q: 3 clusters Score -530951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -530955.187500 Penalty: 4158.409668
	Iteration 37Q: 3 clusters Score -530955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -530967.375000 Penalty: 4158.409668
	Iteration 38Q: 3 clusters Score -530967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -530977.687500 Penalty: 4158.409668
	Iteration 39Q: 3 clusters Score -530977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -530983.500000 Penalty: 4158.409668
	Iteration 40F: 3 clusters Score -530983.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -530987.250000 Penalty: 4158.409668
	Iteration 41Q: 3 clusters Score -530987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -530990.062500 Penalty: 4158.409668
	Iteration 42Q: 3 clusters Score -530990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -530992.312500 Penalty: 4158.409668
	Iteration 43Q: 3 clusters Score -530992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -530996.875000 Penalty: 4158.409668
	Iteration 44Q: 3 clusters Score -530996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -530998.000000 Penalty: 4158.409668
	Iteration 45Q: 3 clusters Score -530998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -530998.625000 Penalty: 4158.409668
	Iteration 46Q: 3 clusters Score -530998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -530999.000000 Penalty: 4158.409668
	Iteration 47Q: 3 clusters Score -530999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -530999.000000 Penalty: 4158.409668
	Iteration 48Q: 3 clusters Score -530999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -530999.187500 Penalty: 4158.409668
	Iteration 49Q: 3 clusters Score -530999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -530999.187500 Penalty: 4158.409668
	Iteration 50F: 3 clusters Score -530999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 3208 members 
Entering Unmasked Estep 
Score: -111266568.000000 Penalty: 152786.656250
Splitting cluster 15 changes total score from -111267904.000000 to -111266568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (82029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Entering Unmasked Estep 
Score: -10680084.000000 Penalty: 2806.077393
	Iteration 0F: 2 clusters Score -1.068008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -10625217.000000 Penalty: 5612.154785
	Iteration 0F: 3 clusters Score -1.062522e+07 nChanged 38661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -10647058.000000 Penalty: 5612.154785
	Iteration 1F: 3 clusters Score -1.064706e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -10647797.000000 Penalty: 5612.154785
	Iteration 2Q: 3 clusters Score -1.06478e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -10648644.000000 Penalty: 5612.154785
	Iteration 3Q: 3 clusters Score -1.064864e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -10649763.000000 Penalty: 5612.154785
	Iteration 4Q: 3 clusters Score -1.064976e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -10651268.000000 Penalty: 5612.154785
	Iteration 5Q: 3 clusters Score -1.065127e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -10653276.000000 Penalty: 5612.154785
	Iteration 6Q: 3 clusters Score -1.065328e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -10656030.000000 Penalty: 5612.154785
	Iteration 7F: 3 clusters Score -1.065603e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -10659357.000000 Penalty: 5612.154785
	Iteration 8F: 3 clusters Score -1.065936e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -10663403.000000 Penalty: 5612.154785
	Iteration 9F: 3 clusters Score -1.06634e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -10667527.000000 Penalty: 5612.154785
	Iteration 10F: 3 clusters Score -1.066753e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -10671316.000000 Penalty: 5612.154785
	Iteration 11Q: 3 clusters Score -1.067132e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -10673749.000000 Penalty: 5612.154785
	Iteration 12Q: 3 clusters Score -1.067375e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -10675338.000000 Penalty: 5612.154785
	Iteration 13Q: 3 clusters Score -1.067534e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -10676280.000000 Penalty: 5612.154785
	Iteration 14Q: 3 clusters Score -1.067628e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10676876.000000 Penalty: 5612.154785
	Iteration 15Q: 3 clusters Score -1.067688e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -10677184.000000 Penalty: 5612.154785
	Iteration 16Q: 3 clusters Score -1.067718e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10677360.000000 Penalty: 5612.154785
	Iteration 17Q: 3 clusters Score -1.067736e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10677454.000000 Penalty: 5612.154785
	Iteration 18Q: 3 clusters Score -1.067745e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10677610.000000 Penalty: 5612.154785
	Iteration 19Q: 3 clusters Score -1.067761e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10677699.000000 Penalty: 5612.154785
	Iteration 20F: 3 clusters Score -1.06777e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10677784.000000 Penalty: 5612.154785
	Iteration 21Q: 3 clusters Score -1.067778e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10677830.000000 Penalty: 5612.154785
	Iteration 22Q: 3 clusters Score -1.067783e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10677861.000000 Penalty: 5612.154785
	Iteration 23Q: 3 clusters Score -1.067786e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10677904.000000 Penalty: 5612.154785
	Iteration 24Q: 3 clusters Score -1.06779e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10677967.000000 Penalty: 5612.154785
	Iteration 25Q: 3 clusters Score -1.067797e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10678015.000000 Penalty: 5612.154785
	Iteration 26Q: 3 clusters Score -1.067802e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10678030.000000 Penalty: 5612.154785
	Iteration 27Q: 3 clusters Score -1.067803e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -10678081.000000 Penalty: 5612.154785
	Iteration 28Q: 3 clusters Score -1.067808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10678118.000000 Penalty: 5612.154785
	Iteration 29Q: 3 clusters Score -1.067812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10678142.000000 Penalty: 5612.154785
	Iteration 30Q: 3 clusters Score -1.067814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10678157.000000 Penalty: 5612.154785
	Iteration 31Q: 3 clusters Score -1.067816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10678173.000000 Penalty: 5612.154785
	Iteration 32Q: 3 clusters Score -1.067817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10678184.000000 Penalty: 5612.154785
	Iteration 33Q: 3 clusters Score -1.067818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10678191.000000 Penalty: 5612.154785
	Iteration 34Q: 3 clusters Score -1.067819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10678187.000000 Penalty: 5612.154785
	Iteration 35Q: 3 clusters Score -1.067819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10678192.000000 Penalty: 5612.154785
	Iteration 36Q: 3 clusters Score -1.067819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10678205.000000 Penalty: 5612.154785
	Iteration 37Q: 3 clusters Score -1.06782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10678205.000000 Penalty: 5612.154785
	Iteration 38Q: 3 clusters Score -1.06782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10678195.000000 Penalty: 5612.154785
	Iteration 39Q: 3 clusters Score -1.06782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10678190.000000 Penalty: 5612.154785
	Iteration 40F: 3 clusters Score -1.067819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10678206.000000 Penalty: 5612.154785
	Iteration 41Q: 3 clusters Score -1.067821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10678217.000000 Penalty: 5612.154785
	Iteration 42Q: 3 clusters Score -1.067822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10678212.000000 Penalty: 5612.154785
	Iteration 43Q: 3 clusters Score -1.067821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10678213.000000 Penalty: 5612.154785
	Iteration 44Q: 3 clusters Score -1.067821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10678212.000000 Penalty: 5612.154785
	Iteration 45Q: 3 clusters Score -1.067821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10678212.000000 Penalty: 5612.154785
	Iteration 46F: 3 clusters Score -1.067821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Entering Unmasked Estep 
Score: -1562916.250000 Penalty: 2329.297363
	Iteration 0F: 2 clusters Score -1562916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1553856.625000 Penalty: 4658.594727
	Iteration 0F: 3 clusters Score -1553857 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1556607.500000 Penalty: 4658.594727
	Iteration 1F: 3 clusters Score -1556608 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1556955.250000 Penalty: 4658.594727
	Iteration 2F: 3 clusters Score -1556955 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1557296.250000 Penalty: 4658.594727
	Iteration 3F: 3 clusters Score -1557296 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1557596.625000 Penalty: 4658.594727
	Iteration 4Q: 3 clusters Score -1557597 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1557867.375000 Penalty: 4658.594727
	Iteration 5Q: 3 clusters Score -1557867 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1558198.750000 Penalty: 4658.594727
	Iteration 6Q: 3 clusters Score -1558199 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1558582.875000 Penalty: 4658.594727
	Iteration 7Q: 3 clusters Score -1558583 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1558979.125000 Penalty: 4658.594727
	Iteration 8Q: 3 clusters Score -1558979 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1559393.500000 Penalty: 4658.594727
	Iteration 9Q: 3 clusters Score -1559394 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1559828.000000 Penalty: 4658.594727
	Iteration 10Q: 3 clusters Score -1559828 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1560203.125000 Penalty: 4658.594727
	Iteration 11Q: 3 clusters Score -1560203 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1560574.125000 Penalty: 4658.594727
	Iteration 12Q: 3 clusters Score -1560574 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1560921.375000 Penalty: 4658.594727
	Iteration 13Q: 3 clusters Score -1560921 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1561233.500000 Penalty: 4658.594727
	Iteration 14Q: 3 clusters Score -1561234 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1561551.000000 Penalty: 4658.594727
	Iteration 15Q: 3 clusters Score -1561551 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1561825.750000 Penalty: 4658.594727
	Iteration 16Q: 3 clusters Score -1561826 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1562016.000000 Penalty: 4658.594727
	Iteration 17Q: 3 clusters Score -1562016 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1562112.875000 Penalty: 4658.594727
	Iteration 18Q: 3 clusters Score -1562113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1562161.375000 Penalty: 4658.594727
	Iteration 19Q: 3 clusters Score -1562161 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1562182.500000 Penalty: 4658.594727
	Iteration 20F: 3 clusters Score -1562182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1562186.500000 Penalty: 4658.594727
	Iteration 21Q: 3 clusters Score -1562186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1562192.250000 Penalty: 4658.594727
	Iteration 22Q: 3 clusters Score -1562192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1562192.750000 Penalty: 4658.594727
	Iteration 23Q: 3 clusters Score -1562193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1562189.750000 Penalty: 4658.594727
	Iteration 24Q: 3 clusters Score -1562190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1562194.500000 Penalty: 4658.594727
	Iteration 25Q: 3 clusters Score -1562194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1562194.500000 Penalty: 4658.594727
	Iteration 26Q: 3 clusters Score -1562194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1562196.500000 Penalty: 4658.594727
	Iteration 27Q: 3 clusters Score -1562196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1562195.000000 Penalty: 4658.594727
	Iteration 28Q: 3 clusters Score -1562195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1562197.375000 Penalty: 4658.594727
	Iteration 29Q: 3 clusters Score -1562197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1562197.750000 Penalty: 4658.594727
	Iteration 30Q: 3 clusters Score -1562198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1562197.750000 Penalty: 4658.594727
	Iteration 31F: 3 clusters Score -1562198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (118391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Entering Unmasked Estep 
Score: -15459588.000000 Penalty: 2897.073486
	Iteration 0F: 2 clusters Score -1.545959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -15380529.000000 Penalty: 5794.146973
	Iteration 0F: 3 clusters Score -1.538053e+07 nChanged 56092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -15413598.000000 Penalty: 5794.146973
	Iteration 1F: 3 clusters Score -1.54136e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -15415771.000000 Penalty: 5794.146973
	Iteration 2Q: 3 clusters Score -1.541577e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -15419463.000000 Penalty: 5794.146973
	Iteration 3F: 3 clusters Score -1.541946e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -15424412.000000 Penalty: 5794.146973
	Iteration 4F: 3 clusters Score -1.542441e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -15429833.000000 Penalty: 5794.146973
	Iteration 5F: 3 clusters Score -1.542983e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -15434964.000000 Penalty: 5794.146973
	Iteration 6F: 3 clusters Score -1.543496e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -15439525.000000 Penalty: 5794.146973
	Iteration 7F: 3 clusters Score -1.543952e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -15443813.000000 Penalty: 5794.146973
	Iteration 8Q: 3 clusters Score -1.544381e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -15447817.000000 Penalty: 5794.146973
	Iteration 9Q: 3 clusters Score -1.544782e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -15450836.000000 Penalty: 5794.146973
	Iteration 10Q: 3 clusters Score -1.545084e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 111306 members 
Entering Unmasked Estep 
Score: -15453080.000000 Penalty: 5794.146973
	Iteration 11Q: 3 clusters Score -1.545308e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 113138 members 
Entering Unmasked Estep 
Score: -15454433.000000 Penalty: 5794.146973
	Iteration 12Q: 3 clusters Score -1.545443e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -15455432.000000 Penalty: 5794.146973
	Iteration 13Q: 3 clusters Score -1.545543e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -15456014.000000 Penalty: 5794.146973
	Iteration 14Q: 3 clusters Score -1.545601e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -15456439.000000 Penalty: 5794.146973
	Iteration 15Q: 3 clusters Score -1.545644e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -15456733.000000 Penalty: 5794.146973
	Iteration 16Q: 3 clusters Score -1.545673e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -15456868.000000 Penalty: 5794.146973
	Iteration 17Q: 3 clusters Score -1.545687e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -15456939.000000 Penalty: 5794.146973
	Iteration 18Q: 3 clusters Score -1.545694e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -15457014.000000 Penalty: 5794.146973
	Iteration 19Q: 3 clusters Score -1.545701e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -15457092.000000 Penalty: 5794.146973
	Iteration 20F: 3 clusters Score -1.545709e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 116852 members 
Entering Unmasked Estep 
Score: -15457131.000000 Penalty: 5794.146973
	Iteration 21Q: 3 clusters Score -1.545713e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 116920 members 
Entering Unmasked Estep 
Score: -15457183.000000 Penalty: 5794.146973
	Iteration 22Q: 3 clusters Score -1.545718e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -15457215.000000 Penalty: 5794.146973
	Iteration 23Q: 3 clusters Score -1.545722e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 117017 members 
Entering Unmasked Estep 
Score: -15457234.000000 Penalty: 5794.146973
	Iteration 24Q: 3 clusters Score -1.545723e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 117050 members 
Entering Unmasked Estep 
Score: -15457247.000000 Penalty: 5794.146973
	Iteration 25Q: 3 clusters Score -1.545725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -15457270.000000 Penalty: 5794.146973
	Iteration 26Q: 3 clusters Score -1.545727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -15457266.000000 Penalty: 5794.146973
	Iteration 27Q: 3 clusters Score -1.545727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -15457278.000000 Penalty: 5794.146973
	Iteration 28Q: 3 clusters Score -1.545728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 117125 members 
Entering Unmasked Estep 
Score: -15457273.000000 Penalty: 5794.146973
	Iteration 29Q: 3 clusters Score -1.545727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -15457274.000000 Penalty: 5794.146973
	Iteration 30Q: 3 clusters Score -1.545727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -15457272.000000 Penalty: 5794.146973
	Iteration 31Q: 3 clusters Score -1.545727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -15457267.000000 Penalty: 5794.146973
	Iteration 32Q: 3 clusters Score -1.545727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -15457268.000000 Penalty: 5794.146973
	Iteration 33Q: 3 clusters Score -1.545727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 117159 members 
Entering Unmasked Estep 
Score: -15457262.000000 Penalty: 5794.146973
	Iteration 34Q: 3 clusters Score -1.545726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -15457263.000000 Penalty: 5794.146973
	Iteration 35Q: 3 clusters Score -1.545726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 117170 members 
Entering Unmasked Estep 
Score: -15457270.000000 Penalty: 5794.146973
	Iteration 36Q: 3 clusters Score -1.545727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 117175 members 
Entering Unmasked Estep 
Score: -15457276.000000 Penalty: 5794.146973
	Iteration 37Q: 3 clusters Score -1.545728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -15457276.000000 Penalty: 5794.146973
	Iteration 38Q: 3 clusters Score -1.545728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -15457278.000000 Penalty: 5794.146973
	Iteration 39Q: 3 clusters Score -1.545728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -15457271.000000 Penalty: 5794.146973
	Iteration 40F: 3 clusters Score -1.545727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -15457273.000000 Penalty: 5794.146973
	Iteration 41Q: 3 clusters Score -1.545727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -15457279.000000 Penalty: 5794.146973
	Iteration 42Q: 3 clusters Score -1.545728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -15457279.000000 Penalty: 5794.146973
	Iteration 43F: 3 clusters Score -1.545728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -265451.218750 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -265451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262696.125000 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -262696.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263195.218750 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -263195.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -263356.968750 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -263357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -263475.843750 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -263475.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -263574.406250 Penalty: 3826.701416
	Iteration 4Q: 3 clusters Score -263574.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -263638.125000 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -263638.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263693.812500 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -263693.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -263754.812500 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -263754.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263811.000000 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -263811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263854.500000 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -263854.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263890.562500 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -263890.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -263925.375000 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -263925.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -263967.562500 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -263967.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264006.875000 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -264006.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264048.875000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -264048.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -264089.812500 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -264089.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264120.218750 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -264120.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264153.406250 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -264153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -264189.281250 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -264189.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264213.156250 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -264213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264227.593750 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -264227.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264242.687500 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -264242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -264259.031250 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -264259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264299.843750 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -264299.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264366.781250 Penalty: 3826.701416
	Iteration 24Q: 3 clusters Score -264366.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264420.593750 Penalty: 3826.701416
	Iteration 25Q: 3 clusters Score -264420.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -264475.062500 Penalty: 3826.701416
	Iteration 26Q: 3 clusters Score -264475.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -264518.531250 Penalty: 3826.701416
	Iteration 27Q: 3 clusters Score -264518.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -264545.843750 Penalty: 3826.701416
	Iteration 28Q: 3 clusters Score -264545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -264562.125000 Penalty: 3826.701416
	Iteration 29Q: 3 clusters Score -264562.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -264573.968750 Penalty: 3826.701416
	Iteration 30Q: 3 clusters Score -264574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264587.750000 Penalty: 3826.701416
	Iteration 31Q: 3 clusters Score -264587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264595.031250 Penalty: 3826.701416
	Iteration 32Q: 3 clusters Score -264595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264598.031250 Penalty: 3826.701416
	Iteration 33Q: 3 clusters Score -264598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264599.312500 Penalty: 3826.701416
	Iteration 34Q: 3 clusters Score -264599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264599.781250 Penalty: 3826.701416
	Iteration 35Q: 3 clusters Score -264599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -264600.437500 Penalty: 3826.701416
	Iteration 36Q: 3 clusters Score -264600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -264600.437500 Penalty: 3826.701416
	Iteration 37F: 3 clusters Score -264600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Entering Unmasked Estep 
Score: -7023285.000000 Penalty: 2698.265381
	Iteration 0F: 2 clusters Score -7023285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -6987577.000000 Penalty: 5396.530762
	Iteration 0F: 3 clusters Score -6987577 nChanged 24538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -7001290.500000 Penalty: 5396.530762
	Iteration 1F: 3 clusters Score -7001290 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -7001939.000000 Penalty: 5396.530762
	Iteration 2Q: 3 clusters Score -7001939 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -7002603.500000 Penalty: 5396.530762
	Iteration 3Q: 3 clusters Score -7002604 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -7003505.500000 Penalty: 5396.530762
	Iteration 4Q: 3 clusters Score -7003506 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -7004922.500000 Penalty: 5396.530762
	Iteration 5F: 3 clusters Score -7004922 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -7007121.500000 Penalty: 5396.530762
	Iteration 6F: 3 clusters Score -7007122 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -7009987.000000 Penalty: 5396.530762
	Iteration 7F: 3 clusters Score -7009987 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -7013190.500000 Penalty: 5396.530762
	Iteration 8F: 3 clusters Score -7013190 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7015908.000000 Penalty: 5396.530762
	Iteration 9F: 3 clusters Score -7015908 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7018034.000000 Penalty: 5396.530762
	Iteration 10Q: 3 clusters Score -7018034 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7019440.000000 Penalty: 5396.530762
	Iteration 11Q: 3 clusters Score -7019440 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7020163.000000 Penalty: 5396.530762
	Iteration 12Q: 3 clusters Score -7020163 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7020524.000000 Penalty: 5396.530762
	Iteration 13Q: 3 clusters Score -7020524 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7020690.500000 Penalty: 5396.530762
	Iteration 14Q: 3 clusters Score -7020690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7020785.000000 Penalty: 5396.530762
	Iteration 15Q: 3 clusters Score -7020785 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7020848.000000 Penalty: 5396.530762
	Iteration 16Q: 3 clusters Score -7020848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7020911.000000 Penalty: 5396.530762
	Iteration 17Q: 3 clusters Score -7020911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7020929.500000 Penalty: 5396.530762
	Iteration 18Q: 3 clusters Score -7020930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7020952.000000 Penalty: 5396.530762
	Iteration 19Q: 3 clusters Score -7020952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7020982.500000 Penalty: 5396.530762
	Iteration 20F: 3 clusters Score -7020982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7020998.000000 Penalty: 5396.530762
	Iteration 21Q: 3 clusters Score -7020998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7021012.500000 Penalty: 5396.530762
	Iteration 22Q: 3 clusters Score -7021012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7021021.000000 Penalty: 5396.530762
	Iteration 23Q: 3 clusters Score -7021021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7021022.500000 Penalty: 5396.530762
	Iteration 24Q: 3 clusters Score -7021022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7021041.000000 Penalty: 5396.530762
	Iteration 25Q: 3 clusters Score -7021041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7021049.000000 Penalty: 5396.530762
	Iteration 26Q: 3 clusters Score -7021049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7021064.000000 Penalty: 5396.530762
	Iteration 27Q: 3 clusters Score -7021064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7021063.000000 Penalty: 5396.530762
	Iteration 28Q: 3 clusters Score -7021063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7021071.500000 Penalty: 5396.530762
	Iteration 29Q: 3 clusters Score -7021072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7021071.500000 Penalty: 5396.530762
	Iteration 30Q: 3 clusters Score -7021072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7021071.500000 Penalty: 5396.530762
	Iteration 31F: 3 clusters Score -7021072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Entering Unmasked Estep 
Score: -2743757.000000 Penalty: 2471.729248
	Iteration 0F: 2 clusters Score -2743757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2728885.000000 Penalty: 4943.458496
	Iteration 0F: 3 clusters Score -2728885 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2734098.250000 Penalty: 4943.458496
	Iteration 1F: 3 clusters Score -2734098 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2735169.000000 Penalty: 4943.458496
	Iteration 2F: 3 clusters Score -2735169 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2736531.250000 Penalty: 4943.458496
	Iteration 3F: 3 clusters Score -2736531 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2738079.500000 Penalty: 4943.458496
	Iteration 4F: 3 clusters Score -2738080 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2739676.250000 Penalty: 4943.458496
	Iteration 5F: 3 clusters Score -2739676 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2740964.250000 Penalty: 4943.458496
	Iteration 6F: 3 clusters Score -2740964 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2741850.750000 Penalty: 4943.458496
	Iteration 7F: 3 clusters Score -2741851 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2742442.250000 Penalty: 4943.458496
	Iteration 8Q: 3 clusters Score -2742442 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2742832.750000 Penalty: 4943.458496
	Iteration 9Q: 3 clusters Score -2742833 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2743195.500000 Penalty: 4943.458496
	Iteration 10Q: 3 clusters Score -2743196 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2743476.000000 Penalty: 4943.458496
	Iteration 11Q: 3 clusters Score -2743476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2743593.750000 Penalty: 4943.458496
	Iteration 12Q: 3 clusters Score -2743594 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2743657.000000 Penalty: 4943.458496
	Iteration 13Q: 3 clusters Score -2743657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2743702.000000 Penalty: 4943.458496
	Iteration 14Q: 3 clusters Score -2743702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2743728.000000 Penalty: 4943.458496
	Iteration 15Q: 3 clusters Score -2743728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2743744.500000 Penalty: 4943.458496
	Iteration 16Q: 3 clusters Score -2743744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2743759.750000 Penalty: 4943.458496
	Iteration 17Q: 3 clusters Score -2743760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2743766.000000 Penalty: 4943.458496
	Iteration 18Q: 3 clusters Score -2743766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2743775.750000 Penalty: 4943.458496
	Iteration 19Q: 3 clusters Score -2743776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2743773.250000 Penalty: 4943.458496
	Iteration 20F: 3 clusters Score -2743773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2743775.500000 Penalty: 4943.458496
	Iteration 21Q: 3 clusters Score -2743776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2743784.250000 Penalty: 4943.458496
	Iteration 22Q: 3 clusters Score -2743784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2743792.500000 Penalty: 4943.458496
	Iteration 23Q: 3 clusters Score -2743792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2743795.500000 Penalty: 4943.458496
	Iteration 24Q: 3 clusters Score -2743796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2743797.000000 Penalty: 4943.458496
	Iteration 25Q: 3 clusters Score -2743797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2743802.000000 Penalty: 4943.458496
	Iteration 26Q: 3 clusters Score -2743802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2743803.250000 Penalty: 4943.458496
	Iteration 27Q: 3 clusters Score -2743803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2743804.250000 Penalty: 4943.458496
	Iteration 28Q: 3 clusters Score -2743804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2743802.000000 Penalty: 4943.458496
	Iteration 29Q: 3 clusters Score -2743802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2743807.750000 Penalty: 4943.458496
	Iteration 30Q: 3 clusters Score -2743808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2743808.000000 Penalty: 4943.458496
	Iteration 31Q: 3 clusters Score -2743808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2743806.250000 Penalty: 4943.458496
	Iteration 32Q: 3 clusters Score -2743806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2743806.250000 Penalty: 4943.458496
	Iteration 33F: 3 clusters Score -2743806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 19894 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 1410 members 
Entering Unmasked Estep 
Score: -111266680.000000 Penalty: 152786.656250
Splitting cluster 21 changes total score from -111267904.000000 to -111266680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -2058620.375000 Penalty: 2406.531250
	Iteration 0F: 2 clusters Score -2058620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2046985.625000 Penalty: 4813.062500
	Iteration 0F: 3 clusters Score -2046986 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2050915.625000 Penalty: 4813.062500
	Iteration 1F: 3 clusters Score -2050916 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2051509.000000 Penalty: 4813.062500
	Iteration 2F: 3 clusters Score -2051509 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2052114.000000 Penalty: 4813.062500
	Iteration 3F: 3 clusters Score -2052114 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2052833.375000 Penalty: 4813.062500
	Iteration 4F: 3 clusters Score -2052833 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2053622.375000 Penalty: 4813.062500
	Iteration 5F: 3 clusters Score -2053622 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2054440.500000 Penalty: 4813.062500
	Iteration 6F: 3 clusters Score -2054440 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2055193.125000 Penalty: 4813.062500
	Iteration 7F: 3 clusters Score -2055193 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2055834.000000 Penalty: 4813.062500
	Iteration 8F: 3 clusters Score -2055834 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2056326.125000 Penalty: 4813.062500
	Iteration 9Q: 3 clusters Score -2056326 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2056673.375000 Penalty: 4813.062500
	Iteration 10Q: 3 clusters Score -2056673 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2056919.625000 Penalty: 4813.062500
	Iteration 11Q: 3 clusters Score -2056920 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2057080.500000 Penalty: 4813.062500
	Iteration 12Q: 3 clusters Score -2057080 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2057198.000000 Penalty: 4813.062500
	Iteration 13Q: 3 clusters Score -2057198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2057282.500000 Penalty: 4813.062500
	Iteration 14Q: 3 clusters Score -2057282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2057340.625000 Penalty: 4813.062500
	Iteration 15Q: 3 clusters Score -2057341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2057384.875000 Penalty: 4813.062500
	Iteration 16Q: 3 clusters Score -2057385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2057415.750000 Penalty: 4813.062500
	Iteration 17Q: 3 clusters Score -2057416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2057439.000000 Penalty: 4813.062500
	Iteration 18Q: 3 clusters Score -2057439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2057453.250000 Penalty: 4813.062500
	Iteration 19Q: 3 clusters Score -2057453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2057464.625000 Penalty: 4813.062500
	Iteration 20F: 3 clusters Score -2057465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2057467.375000 Penalty: 4813.062500
	Iteration 21Q: 3 clusters Score -2057467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2057470.250000 Penalty: 4813.062500
	Iteration 22Q: 3 clusters Score -2057470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2057478.500000 Penalty: 4813.062500
	Iteration 23Q: 3 clusters Score -2057478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2057476.375000 Penalty: 4813.062500
	Iteration 24Q: 3 clusters Score -2057476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2057481.625000 Penalty: 4813.062500
	Iteration 25Q: 3 clusters Score -2057482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2057484.875000 Penalty: 4813.062500
	Iteration 26Q: 3 clusters Score -2057485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2057487.250000 Penalty: 4813.062500
	Iteration 27Q: 3 clusters Score -2057487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2057487.250000 Penalty: 4813.062500
	Iteration 28F: 3 clusters Score -2057487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -565068.937500 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -565068.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -560825.062500 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -560825.1 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -561844.562500 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -561844.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -562129.562500 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -562129.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -562326.062500 Penalty: 4168.395996
	Iteration 3F: 3 clusters Score -562326.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -562481.000000 Penalty: 4168.395996
	Iteration 4Q: 3 clusters Score -562481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -562614.187500 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -562614.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -562712.125000 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -562712.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -562803.437500 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -562803.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -562887.437500 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -562887.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -562950.125000 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -562950.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -562994.062500 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -562994.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -563031.625000 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -563031.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -563060.437500 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -563060.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -563096.500000 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -563096.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -563128.687500 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -563128.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -563153.937500 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -563153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -563168.812500 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -563168.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -563180.062500 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -563180.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -563193.000000 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -563193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -563204.125000 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -563204.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -563212.625000 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -563212.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -563226.250000 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -563226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -563236.125000 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -563236.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -563244.625000 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -563244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -563253.250000 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -563253.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -563261.437500 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -563261.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -563270.562500 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -563270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -563275.875000 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -563275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -563280.000000 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -563280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -563285.062500 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -563285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -563289.937500 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -563289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -563292.125000 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -563292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -563296.375000 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -563296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -563300.000000 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -563300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -563305.625000 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -563305.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -563308.937500 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -563308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -563312.000000 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -563312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -563313.375000 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -563313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -563315.312500 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -563315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -563317.687500 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -563317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -563317.250000 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -563317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -563319.125000 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -563319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -563319.062500 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -563319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -563321.062500 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -563321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -563321.750000 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -563321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -563323.312500 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -563323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -563325.437500 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -563325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -563328.000000 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -563328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -563332.500000 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -563332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -563334.312500 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -563334.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -563338.062500 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -563338.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -563346.625000 Penalty: 4168.395996
	Iteration 51Q: 3 clusters Score -563346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -563352.562500 Penalty: 4168.395996
	Iteration 52Q: 3 clusters Score -563352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -563358.062500 Penalty: 4168.395996
	Iteration 53Q: 3 clusters Score -563358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -563366.062500 Penalty: 4168.395996
	Iteration 54Q: 3 clusters Score -563366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -563374.312500 Penalty: 4168.395996
	Iteration 55Q: 3 clusters Score -563374.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -563379.437500 Penalty: 4168.395996
	Iteration 56Q: 3 clusters Score -563379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -563383.250000 Penalty: 4168.395996
	Iteration 57Q: 3 clusters Score -563383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -563390.500000 Penalty: 4168.395996
	Iteration 58Q: 3 clusters Score -563390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -563397.625000 Penalty: 4168.395996
	Iteration 59Q: 3 clusters Score -563397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -563400.750000 Penalty: 4168.395996
	Iteration 60F: 3 clusters Score -563400.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -563409.812500 Penalty: 4168.395996
	Iteration 61Q: 3 clusters Score -563409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -563417.875000 Penalty: 4168.395996
	Iteration 62Q: 3 clusters Score -563417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -563425.187500 Penalty: 4168.395996
	Iteration 63Q: 3 clusters Score -563425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -563426.125000 Penalty: 4168.395996
	Iteration 64Q: 3 clusters Score -563426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -563428.562500 Penalty: 4168.395996
	Iteration 65Q: 3 clusters Score -563428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -563429.937500 Penalty: 4168.395996
	Iteration 66Q: 3 clusters Score -563429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -563430.437500 Penalty: 4168.395996
	Iteration 67Q: 3 clusters Score -563430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -563431.500000 Penalty: 4168.395996
	Iteration 68Q: 3 clusters Score -563431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -563431.437500 Penalty: 4168.395996
	Iteration 69Q: 3 clusters Score -563431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -563434.312500 Penalty: 4168.395996
	Iteration 70Q: 3 clusters Score -563434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -563437.750000 Penalty: 4168.395996
	Iteration 71Q: 3 clusters Score -563437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -563440.562500 Penalty: 4168.395996
	Iteration 72Q: 3 clusters Score -563440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -563441.125000 Penalty: 4168.395996
	Iteration 73Q: 3 clusters Score -563441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -563442.500000 Penalty: 4168.395996
	Iteration 74Q: 3 clusters Score -563442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -563444.687500 Penalty: 4168.395996
	Iteration 75Q: 3 clusters Score -563444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -563447.437500 Penalty: 4168.395996
	Iteration 76Q: 3 clusters Score -563447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -563450.437500 Penalty: 4168.395996
	Iteration 77Q: 3 clusters Score -563450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -563452.875000 Penalty: 4168.395996
	Iteration 78Q: 3 clusters Score -563452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -563455.375000 Penalty: 4168.395996
	Iteration 79Q: 3 clusters Score -563455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -563455.500000 Penalty: 4168.395996
	Iteration 80F: 3 clusters Score -563455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -563457.625000 Penalty: 4168.395996
	Iteration 81Q: 3 clusters Score -563457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -563459.250000 Penalty: 4168.395996
	Iteration 82Q: 3 clusters Score -563459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -563459.812500 Penalty: 4168.395996
	Iteration 83Q: 3 clusters Score -563459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -563461.187500 Penalty: 4168.395996
	Iteration 84Q: 3 clusters Score -563461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -563461.187500 Penalty: 4168.395996
	Iteration 85F: 3 clusters Score -563461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -1070958.375000 Penalty: 2239.562988
	Iteration 0F: 2 clusters Score -1070958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1064328.625000 Penalty: 4479.125977
	Iteration 0F: 3 clusters Score -1064329 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1066317.750000 Penalty: 4479.125977
	Iteration 1F: 3 clusters Score -1066318 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1066804.250000 Penalty: 4479.125977
	Iteration 2F: 3 clusters Score -1066804 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1067288.625000 Penalty: 4479.125977
	Iteration 3F: 3 clusters Score -1067289 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1067716.375000 Penalty: 4479.125977
	Iteration 4F: 3 clusters Score -1067716 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1068068.000000 Penalty: 4479.125977
	Iteration 5F: 3 clusters Score -1068068 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1068336.125000 Penalty: 4479.125977
	Iteration 6Q: 3 clusters Score -1068336 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1068553.125000 Penalty: 4479.125977
	Iteration 7Q: 3 clusters Score -1068553 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1068693.500000 Penalty: 4479.125977
	Iteration 8Q: 3 clusters Score -1068694 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1068794.875000 Penalty: 4479.125977
	Iteration 9Q: 3 clusters Score -1068795 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1068861.125000 Penalty: 4479.125977
	Iteration 10Q: 3 clusters Score -1068861 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1068922.875000 Penalty: 4479.125977
	Iteration 11Q: 3 clusters Score -1068923 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1068966.500000 Penalty: 4479.125977
	Iteration 12Q: 3 clusters Score -1068966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1069007.500000 Penalty: 4479.125977
	Iteration 13Q: 3 clusters Score -1069008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1069046.250000 Penalty: 4479.125977
	Iteration 14Q: 3 clusters Score -1069046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1069074.125000 Penalty: 4479.125977
	Iteration 15Q: 3 clusters Score -1069074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1069098.875000 Penalty: 4479.125977
	Iteration 16Q: 3 clusters Score -1069099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1069120.750000 Penalty: 4479.125977
	Iteration 17Q: 3 clusters Score -1069121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1069138.750000 Penalty: 4479.125977
	Iteration 18Q: 3 clusters Score -1069139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1069149.500000 Penalty: 4479.125977
	Iteration 19Q: 3 clusters Score -1069150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1069161.000000 Penalty: 4479.125977
	Iteration 20F: 3 clusters Score -1069161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1069166.250000 Penalty: 4479.125977
	Iteration 21Q: 3 clusters Score -1069166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1069171.375000 Penalty: 4479.125977
	Iteration 22Q: 3 clusters Score -1069171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1069175.250000 Penalty: 4479.125977
	Iteration 23Q: 3 clusters Score -1069175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1069176.125000 Penalty: 4479.125977
	Iteration 24Q: 3 clusters Score -1069176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1069180.125000 Penalty: 4479.125977
	Iteration 25Q: 3 clusters Score -1069180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1069184.500000 Penalty: 4479.125977
	Iteration 26Q: 3 clusters Score -1069184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1069184.250000 Penalty: 4479.125977
	Iteration 27Q: 3 clusters Score -1069184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1069185.625000 Penalty: 4479.125977
	Iteration 28Q: 3 clusters Score -1069186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1069189.500000 Penalty: 4479.125977
	Iteration 29Q: 3 clusters Score -1069190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1069190.750000 Penalty: 4479.125977
	Iteration 30Q: 3 clusters Score -1069191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1069195.375000 Penalty: 4479.125977
	Iteration 31Q: 3 clusters Score -1069195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1069196.875000 Penalty: 4479.125977
	Iteration 32Q: 3 clusters Score -1069197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1069198.000000 Penalty: 4479.125977
	Iteration 33Q: 3 clusters Score -1069198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1069203.375000 Penalty: 4479.125977
	Iteration 34Q: 3 clusters Score -1069203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1069203.500000 Penalty: 4479.125977
	Iteration 35Q: 3 clusters Score -1069204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1069204.625000 Penalty: 4479.125977
	Iteration 36Q: 3 clusters Score -1069205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1069205.500000 Penalty: 4479.125977
	Iteration 37Q: 3 clusters Score -1069206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1069204.250000 Penalty: 4479.125977
	Iteration 38Q: 3 clusters Score -1069204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1069205.000000 Penalty: 4479.125977
	Iteration 39Q: 3 clusters Score -1069205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1069206.750000 Penalty: 4479.125977
	Iteration 40F: 3 clusters Score -1069207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Entering Unmasked Estep 
Score: -1832045.375000 Penalty: 2372.051270
	Iteration 0F: 2 clusters Score -1832045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1821750.750000 Penalty: 4744.102539
	Iteration 0F: 3 clusters Score -1821751 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1824991.250000 Penalty: 4744.102539
	Iteration 1F: 3 clusters Score -1824991 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1825411.875000 Penalty: 4744.102539
	Iteration 2F: 3 clusters Score -1825412 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1825825.125000 Penalty: 4744.102539
	Iteration 3F: 3 clusters Score -1825825 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1826279.000000 Penalty: 4744.102539
	Iteration 4F: 3 clusters Score -1826279 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1826817.250000 Penalty: 4744.102539
	Iteration 5F: 3 clusters Score -1826817 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1827451.500000 Penalty: 4744.102539
	Iteration 6F: 3 clusters Score -1827452 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1828081.500000 Penalty: 4744.102539
	Iteration 7F: 3 clusters Score -1828082 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1828694.375000 Penalty: 4744.102539
	Iteration 8F: 3 clusters Score -1828694 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1829271.875000 Penalty: 4744.102539
	Iteration 9F: 3 clusters Score -1829272 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1829838.625000 Penalty: 4744.102539
	Iteration 10F: 3 clusters Score -1829839 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1830422.125000 Penalty: 4744.102539
	Iteration 11Q: 3 clusters Score -1830422 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1831025.375000 Penalty: 4744.102539
	Iteration 12Q: 3 clusters Score -1831025 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1831576.625000 Penalty: 4744.102539
	Iteration 13Q: 3 clusters Score -1831577 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1832016.250000 Penalty: 4744.102539
	Iteration 14Q: 3 clusters Score -1832016 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1832245.250000 Penalty: 4744.102539
	Iteration 15Q: 3 clusters Score -1832245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1832310.875000 Penalty: 4744.102539
	Iteration 16Q: 3 clusters Score -1832311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1832333.875000 Penalty: 4744.102539
	Iteration 17Q: 3 clusters Score -1832334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1832344.125000 Penalty: 4744.102539
	Iteration 18Q: 3 clusters Score -1832344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1832352.375000 Penalty: 4744.102539
	Iteration 19Q: 3 clusters Score -1832352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1832355.625000 Penalty: 4744.102539
	Iteration 20F: 3 clusters Score -1832356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1832358.750000 Penalty: 4744.102539
	Iteration 21Q: 3 clusters Score -1832359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1832359.875000 Penalty: 4744.102539
	Iteration 22Q: 3 clusters Score -1832360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1832361.250000 Penalty: 4744.102539
	Iteration 23Q: 3 clusters Score -1832361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1832363.500000 Penalty: 4744.102539
	Iteration 24Q: 3 clusters Score -1832364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1832362.750000 Penalty: 4744.102539
	Iteration 25Q: 3 clusters Score -1832363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1832362.375000 Penalty: 4744.102539
	Iteration 26Q: 3 clusters Score -1832362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1832363.000000 Penalty: 4744.102539
	Iteration 27Q: 3 clusters Score -1832363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1832363.250000 Penalty: 4744.102539
	Iteration 28Q: 3 clusters Score -1832363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1832365.125000 Penalty: 4744.102539
	Iteration 29Q: 3 clusters Score -1832365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1832365.125000 Penalty: 4744.102539
	Iteration 30F: 3 clusters Score -1832365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 1877 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 12376 members 
Entering Unmasked Estep 
Score: -111266984.000000 Penalty: 152786.656250
Splitting cluster 25 changes total score from -111267904.000000 to -111266984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (93582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Entering Unmasked Estep 
Score: -12234648.000000 Penalty: 2838.755127
	Iteration 0F: 2 clusters Score -1.223465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -12171786.000000 Penalty: 5677.510254
	Iteration 0F: 3 clusters Score -1.217179e+07 nChanged 44201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -12197262.000000 Penalty: 5677.510254
	Iteration 1F: 3 clusters Score -1.219726e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -12197977.000000 Penalty: 5677.510254
	Iteration 2Q: 3 clusters Score -1.219798e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -12198904.000000 Penalty: 5677.510254
	Iteration 3Q: 3 clusters Score -1.21989e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -12200217.000000 Penalty: 5677.510254
	Iteration 4Q: 3 clusters Score -1.220022e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -12202155.000000 Penalty: 5677.510254
	Iteration 5Q: 3 clusters Score -1.220216e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -12204998.000000 Penalty: 5677.510254
	Iteration 6F: 3 clusters Score -1.2205e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -12208928.000000 Penalty: 5677.510254
	Iteration 7F: 3 clusters Score -1.220893e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -12213520.000000 Penalty: 5677.510254
	Iteration 8F: 3 clusters Score -1.221352e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -12217651.000000 Penalty: 5677.510254
	Iteration 9F: 3 clusters Score -1.221765e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -12220901.000000 Penalty: 5677.510254
	Iteration 10F: 3 clusters Score -1.22209e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -12223746.000000 Penalty: 5677.510254
	Iteration 11Q: 3 clusters Score -1.222375e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -12226295.000000 Penalty: 5677.510254
	Iteration 12Q: 3 clusters Score -1.22263e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -12228385.000000 Penalty: 5677.510254
	Iteration 13Q: 3 clusters Score -1.222838e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -12229935.000000 Penalty: 5677.510254
	Iteration 14Q: 3 clusters Score -1.222994e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -12230913.000000 Penalty: 5677.510254
	Iteration 15Q: 3 clusters Score -1.223091e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -12231543.000000 Penalty: 5677.510254
	Iteration 16Q: 3 clusters Score -1.223154e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -12231817.000000 Penalty: 5677.510254
	Iteration 17Q: 3 clusters Score -1.223182e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -12231932.000000 Penalty: 5677.510254
	Iteration 18Q: 3 clusters Score -1.223193e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12232035.000000 Penalty: 5677.510254
	Iteration 19Q: 3 clusters Score -1.223204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -12232088.000000 Penalty: 5677.510254
	Iteration 20F: 3 clusters Score -1.223209e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -12232129.000000 Penalty: 5677.510254
	Iteration 21Q: 3 clusters Score -1.223213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -12232148.000000 Penalty: 5677.510254
	Iteration 22Q: 3 clusters Score -1.223215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -12232199.000000 Penalty: 5677.510254
	Iteration 23Q: 3 clusters Score -1.22322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -12232217.000000 Penalty: 5677.510254
	Iteration 24Q: 3 clusters Score -1.223222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -12232236.000000 Penalty: 5677.510254
	Iteration 25Q: 3 clusters Score -1.223224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -12232246.000000 Penalty: 5677.510254
	Iteration 26Q: 3 clusters Score -1.223225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -12232255.000000 Penalty: 5677.510254
	Iteration 27Q: 3 clusters Score -1.223226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -12232258.000000 Penalty: 5677.510254
	Iteration 28Q: 3 clusters Score -1.223226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -12232260.000000 Penalty: 5677.510254
	Iteration 29Q: 3 clusters Score -1.223226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -12232260.000000 Penalty: 5677.510254
	Iteration 30Q: 3 clusters Score -1.223226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -12232260.000000 Penalty: 5677.510254
	Iteration 31Q: 3 clusters Score -1.223226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -12232264.000000 Penalty: 5677.510254
	Iteration 32Q: 3 clusters Score -1.223226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 93226 members 
Entering Unmasked Estep 
Score: -12232272.000000 Penalty: 5677.510254
	Iteration 33Q: 3 clusters Score -1.223227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -12232275.000000 Penalty: 5677.510254
	Iteration 34Q: 3 clusters Score -1.223228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -12232280.000000 Penalty: 5677.510254
	Iteration 35Q: 3 clusters Score -1.223228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -12232280.000000 Penalty: 5677.510254
	Iteration 36Q: 3 clusters Score -1.223228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -12232280.000000 Penalty: 5677.510254
	Iteration 37F: 3 clusters Score -1.223228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -644622.437500 Penalty: 2133.317383
	Iteration 0F: 2 clusters Score -644622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -639963.750000 Penalty: 4266.634766
	Iteration 0F: 3 clusters Score -639963.8 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -641693.750000 Penalty: 4266.634766
	Iteration 1F: 3 clusters Score -641693.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -642302.187500 Penalty: 4266.634766
	Iteration 2F: 3 clusters Score -642302.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -642812.812500 Penalty: 4266.634766
	Iteration 3F: 3 clusters Score -642812.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -643280.562500 Penalty: 4266.634766
	Iteration 4F: 3 clusters Score -643280.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -643640.000000 Penalty: 4266.634766
	Iteration 5F: 3 clusters Score -643640 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -643912.812500 Penalty: 4266.634766
	Iteration 6Q: 3 clusters Score -643912.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -644068.875000 Penalty: 4266.634766
	Iteration 7Q: 3 clusters Score -644068.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -644181.375000 Penalty: 4266.634766
	Iteration 8Q: 3 clusters Score -644181.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -644272.250000 Penalty: 4266.634766
	Iteration 9Q: 3 clusters Score -644272.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -644335.062500 Penalty: 4266.634766
	Iteration 10Q: 3 clusters Score -644335.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -644378.250000 Penalty: 4266.634766
	Iteration 11Q: 3 clusters Score -644378.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -644413.687500 Penalty: 4266.634766
	Iteration 12Q: 3 clusters Score -644413.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -644441.562500 Penalty: 4266.634766
	Iteration 13Q: 3 clusters Score -644441.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -644458.687500 Penalty: 4266.634766
	Iteration 14Q: 3 clusters Score -644458.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -644471.750000 Penalty: 4266.634766
	Iteration 15Q: 3 clusters Score -644471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -644485.000000 Penalty: 4266.634766
	Iteration 16Q: 3 clusters Score -644485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -644501.812500 Penalty: 4266.634766
	Iteration 17Q: 3 clusters Score -644501.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -644519.625000 Penalty: 4266.634766
	Iteration 18Q: 3 clusters Score -644519.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -644539.812500 Penalty: 4266.634766
	Iteration 19Q: 3 clusters Score -644539.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -644567.312500 Penalty: 4266.634766
	Iteration 20F: 3 clusters Score -644567.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -644594.937500 Penalty: 4266.634766
	Iteration 21Q: 3 clusters Score -644594.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -644628.500000 Penalty: 4266.634766
	Iteration 22Q: 3 clusters Score -644628.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -644652.687500 Penalty: 4266.634766
	Iteration 23Q: 3 clusters Score -644652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -644668.375000 Penalty: 4266.634766
	Iteration 24Q: 3 clusters Score -644668.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -644679.125000 Penalty: 4266.634766
	Iteration 25Q: 3 clusters Score -644679.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -644693.000000 Penalty: 4266.634766
	Iteration 26Q: 3 clusters Score -644693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -644707.500000 Penalty: 4266.634766
	Iteration 27Q: 3 clusters Score -644707.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -644724.250000 Penalty: 4266.634766
	Iteration 28Q: 3 clusters Score -644724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -644736.812500 Penalty: 4266.634766
	Iteration 29Q: 3 clusters Score -644736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -644747.625000 Penalty: 4266.634766
	Iteration 30Q: 3 clusters Score -644747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -644761.125000 Penalty: 4266.634766
	Iteration 31Q: 3 clusters Score -644761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -644774.437500 Penalty: 4266.634766
	Iteration 32Q: 3 clusters Score -644774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -644799.375000 Penalty: 4266.634766
	Iteration 33Q: 3 clusters Score -644799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -644811.875000 Penalty: 4266.634766
	Iteration 34Q: 3 clusters Score -644811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -644823.937500 Penalty: 4266.634766
	Iteration 35Q: 3 clusters Score -644823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -644836.062500 Penalty: 4266.634766
	Iteration 36Q: 3 clusters Score -644836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -644846.000000 Penalty: 4266.634766
	Iteration 37Q: 3 clusters Score -644846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -644854.125000 Penalty: 4266.634766
	Iteration 38Q: 3 clusters Score -644854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -644859.875000 Penalty: 4266.634766
	Iteration 39Q: 3 clusters Score -644859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -644862.062500 Penalty: 4266.634766
	Iteration 40F: 3 clusters Score -644862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -644867.187500 Penalty: 4266.634766
	Iteration 41Q: 3 clusters Score -644867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -644875.750000 Penalty: 4266.634766
	Iteration 42Q: 3 clusters Score -644875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -644882.250000 Penalty: 4266.634766
	Iteration 43Q: 3 clusters Score -644882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -644887.312500 Penalty: 4266.634766
	Iteration 44Q: 3 clusters Score -644887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -644887.312500 Penalty: 4266.634766
	Iteration 45F: 3 clusters Score -644887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 4995 members 
Entering Unmasked Estep 
Score: -111266856.000000 Penalty: 152786.656250
Splitting cluster 27 changes total score from -111267904.000000 to -111266856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -605269.875000 Penalty: 2096.654785
	Iteration 0F: 2 clusters Score -605269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -600942.187500 Penalty: 4193.309570
	Iteration 0F: 3 clusters Score -600942.2 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -601948.375000 Penalty: 4193.309570
	Iteration 1F: 3 clusters Score -601948.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -602130.187500 Penalty: 4193.309570
	Iteration 2F: 3 clusters Score -602130.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -602264.250000 Penalty: 4193.309570
	Iteration 3F: 3 clusters Score -602264.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -602350.187500 Penalty: 4193.309570
	Iteration 4Q: 3 clusters Score -602350.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -602411.437500 Penalty: 4193.309570
	Iteration 5Q: 3 clusters Score -602411.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -602463.812500 Penalty: 4193.309570
	Iteration 6Q: 3 clusters Score -602463.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -602508.125000 Penalty: 4193.309570
	Iteration 7Q: 3 clusters Score -602508.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -602548.625000 Penalty: 4193.309570
	Iteration 8Q: 3 clusters Score -602548.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -602593.187500 Penalty: 4193.309570
	Iteration 9Q: 3 clusters Score -602593.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -602641.000000 Penalty: 4193.309570
	Iteration 10Q: 3 clusters Score -602641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -602687.687500 Penalty: 4193.309570
	Iteration 11Q: 3 clusters Score -602687.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -602734.437500 Penalty: 4193.309570
	Iteration 12Q: 3 clusters Score -602734.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -602766.812500 Penalty: 4193.309570
	Iteration 13Q: 3 clusters Score -602766.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -602800.125000 Penalty: 4193.309570
	Iteration 14Q: 3 clusters Score -602800.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -602830.687500 Penalty: 4193.309570
	Iteration 15Q: 3 clusters Score -602830.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -602864.187500 Penalty: 4193.309570
	Iteration 16Q: 3 clusters Score -602864.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -602895.625000 Penalty: 4193.309570
	Iteration 17Q: 3 clusters Score -602895.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -602925.000000 Penalty: 4193.309570
	Iteration 18Q: 3 clusters Score -602925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -602954.625000 Penalty: 4193.309570
	Iteration 19Q: 3 clusters Score -602954.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -602989.375000 Penalty: 4193.309570
	Iteration 20F: 3 clusters Score -602989.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -603026.687500 Penalty: 4193.309570
	Iteration 21Q: 3 clusters Score -603026.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -603078.812500 Penalty: 4193.309570
	Iteration 22Q: 3 clusters Score -603078.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -603123.187500 Penalty: 4193.309570
	Iteration 23Q: 3 clusters Score -603123.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -603164.500000 Penalty: 4193.309570
	Iteration 24Q: 3 clusters Score -603164.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -603197.687500 Penalty: 4193.309570
	Iteration 25Q: 3 clusters Score -603197.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -603223.875000 Penalty: 4193.309570
	Iteration 26Q: 3 clusters Score -603223.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -603248.625000 Penalty: 4193.309570
	Iteration 27Q: 3 clusters Score -603248.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -603272.812500 Penalty: 4193.309570
	Iteration 28Q: 3 clusters Score -603272.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -603297.562500 Penalty: 4193.309570
	Iteration 29Q: 3 clusters Score -603297.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -603320.875000 Penalty: 4193.309570
	Iteration 30Q: 3 clusters Score -603320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -603344.875000 Penalty: 4193.309570
	Iteration 31Q: 3 clusters Score -603344.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -603363.062500 Penalty: 4193.309570
	Iteration 32Q: 3 clusters Score -603363.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -603377.125000 Penalty: 4193.309570
	Iteration 33Q: 3 clusters Score -603377.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -603390.562500 Penalty: 4193.309570
	Iteration 34Q: 3 clusters Score -603390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -603403.500000 Penalty: 4193.309570
	Iteration 35Q: 3 clusters Score -603403.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -603412.000000 Penalty: 4193.309570
	Iteration 36Q: 3 clusters Score -603412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -603416.000000 Penalty: 4193.309570
	Iteration 37Q: 3 clusters Score -603416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -603420.875000 Penalty: 4193.309570
	Iteration 38Q: 3 clusters Score -603420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -603423.062500 Penalty: 4193.309570
	Iteration 39Q: 3 clusters Score -603423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -603425.500000 Penalty: 4193.309570
	Iteration 40F: 3 clusters Score -603425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -603426.625000 Penalty: 4193.309570
	Iteration 41Q: 3 clusters Score -603426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -603428.687500 Penalty: 4193.309570
	Iteration 42Q: 3 clusters Score -603428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -603432.500000 Penalty: 4193.309570
	Iteration 43Q: 3 clusters Score -603432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -603436.125000 Penalty: 4193.309570
	Iteration 44Q: 3 clusters Score -603436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -603437.125000 Penalty: 4193.309570
	Iteration 45Q: 3 clusters Score -603437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -603438.000000 Penalty: 4193.309570
	Iteration 46Q: 3 clusters Score -603438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -603438.062500 Penalty: 4193.309570
	Iteration 47Q: 3 clusters Score -603438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -603438.062500 Penalty: 4193.309570
	Iteration 48F: 3 clusters Score -603438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -389972.406250 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -389972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -386716.468750 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -386716.5 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -387368.937500 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -387368.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387528.375000 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -387528.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -387609.312500 Penalty: 3974.618164
	Iteration 3Q: 3 clusters Score -387609.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -387659.250000 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -387659.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -387692.187500 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -387692.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -387720.812500 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -387720.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -387745.875000 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -387745.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387758.531250 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -387758.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -387766.968750 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -387767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387773.187500 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -387773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -387781.968750 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -387782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -387793.781250 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -387793.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -387804.937500 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -387804.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -387813.187500 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -387813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -387824.250000 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -387824.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -387833.718750 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -387833.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -387843.281250 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -387843.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -387854.062500 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -387854.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -387866.843750 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -387866.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -387881.125000 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -387881.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -387893.187500 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -387893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -387907.000000 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -387907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -387916.531250 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -387916.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -387928.656250 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -387928.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -387938.125000 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -387938.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -387944.656250 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -387944.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -387952.500000 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -387952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -387956.218750 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -387956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -387958.500000 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -387958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -387959.812500 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -387959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -387960.218750 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -387960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -387960.218750 Penalty: 3974.618164
	Iteration 32F: 3 clusters Score -387960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -682277.812500 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -682277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -677596.062500 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -677596.1 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -678701.812500 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -678701.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -678923.875000 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -678923.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -679048.000000 Penalty: 4252.773926
	Iteration 3Q: 3 clusters Score -679048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -679128.750000 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -679128.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -679188.125000 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -679188.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -679243.937500 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -679243.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -679311.312500 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -679311.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -679395.812500 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -679395.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -679491.562500 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -679491.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -679567.750000 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -679567.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -679640.500000 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -679640.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -679726.062500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -679726.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -679816.875000 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -679816.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -679910.062500 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -679910.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -680024.875000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -680024.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -680142.250000 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -680142.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -680232.500000 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -680232.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -680304.625000 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -680304.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -680357.500000 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -680357.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -680402.312500 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -680402.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -680440.562500 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -680440.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -680463.375000 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -680463.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -680484.937500 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -680484.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -680502.000000 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -680502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -680519.000000 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -680519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -680526.312500 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -680526.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -680536.312500 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -680536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -680542.437500 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -680542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -680544.875000 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -680544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -680553.312500 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -680553.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -680560.125000 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -680560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -680563.312500 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -680563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -680567.750000 Penalty: 4252.773926
	Iteration 33Q: 3 clusters Score -680567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -680570.937500 Penalty: 4252.773926
	Iteration 34Q: 3 clusters Score -680570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -680571.875000 Penalty: 4252.773926
	Iteration 35Q: 3 clusters Score -680571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -680573.187500 Penalty: 4252.773926
	Iteration 36Q: 3 clusters Score -680573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -680578.125000 Penalty: 4252.773926
	Iteration 37Q: 3 clusters Score -680578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -680584.000000 Penalty: 4252.773926
	Iteration 38Q: 3 clusters Score -680584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -680588.437500 Penalty: 4252.773926
	Iteration 39Q: 3 clusters Score -680588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -680593.250000 Penalty: 4252.773926
	Iteration 40F: 3 clusters Score -680593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -680598.062500 Penalty: 4252.773926
	Iteration 41Q: 3 clusters Score -680598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -680602.562500 Penalty: 4252.773926
	Iteration 42Q: 3 clusters Score -680602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -680604.375000 Penalty: 4252.773926
	Iteration 43Q: 3 clusters Score -680604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -680606.625000 Penalty: 4252.773926
	Iteration 44Q: 3 clusters Score -680606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -680606.625000 Penalty: 4252.773926
	Iteration 45F: 3 clusters Score -680606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -65608.890625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -65608.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64118.601562 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -64118.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64399.218750 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -64399.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64521.847656 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -64521.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64598.332031 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -64598.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64644.417969 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -64644.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64661.476562 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -64661.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64670.085938 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -64670.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64670.085938 Penalty: 3137.770020
	Iteration 7F: 3 clusters Score -64670.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -650790.000000 Penalty: 2116.298340
	Iteration 0F: 2 clusters Score -650790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -646171.437500 Penalty: 4232.596680
	Iteration 0F: 3 clusters Score -646171.4 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -647291.625000 Penalty: 4232.596680
	Iteration 1F: 3 clusters Score -647291.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -647552.000000 Penalty: 4232.596680
	Iteration 2F: 3 clusters Score -647552 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -647783.437500 Penalty: 4232.596680
	Iteration 3F: 3 clusters Score -647783.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -648004.500000 Penalty: 4232.596680
	Iteration 4F: 3 clusters Score -648004.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -648270.312500 Penalty: 4232.596680
	Iteration 5Q: 3 clusters Score -648270.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -648538.187500 Penalty: 4232.596680
	Iteration 6F: 3 clusters Score -648538.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -648806.125000 Penalty: 4232.596680
	Iteration 7F: 3 clusters Score -648806.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -649104.000000 Penalty: 4232.596680
	Iteration 8F: 3 clusters Score -649104 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -649434.937500 Penalty: 4232.596680
	Iteration 9F: 3 clusters Score -649434.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -649759.500000 Penalty: 4232.596680
	Iteration 10F: 3 clusters Score -649759.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -650030.125000 Penalty: 4232.596680
	Iteration 11Q: 3 clusters Score -650030.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -650232.937500 Penalty: 4232.596680
	Iteration 12Q: 3 clusters Score -650232.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -650342.937500 Penalty: 4232.596680
	Iteration 13Q: 3 clusters Score -650342.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -650400.625000 Penalty: 4232.596680
	Iteration 14Q: 3 clusters Score -650400.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -650429.000000 Penalty: 4232.596680
	Iteration 15Q: 3 clusters Score -650429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -650442.625000 Penalty: 4232.596680
	Iteration 16Q: 3 clusters Score -650442.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -650449.000000 Penalty: 4232.596680
	Iteration 17Q: 3 clusters Score -650449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -650454.375000 Penalty: 4232.596680
	Iteration 18Q: 3 clusters Score -650454.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -650459.375000 Penalty: 4232.596680
	Iteration 19Q: 3 clusters Score -650459.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -650464.500000 Penalty: 4232.596680
	Iteration 20F: 3 clusters Score -650464.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -650468.437500 Penalty: 4232.596680
	Iteration 21Q: 3 clusters Score -650468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -650473.062500 Penalty: 4232.596680
	Iteration 22Q: 3 clusters Score -650473.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -650478.312500 Penalty: 4232.596680
	Iteration 23Q: 3 clusters Score -650478.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -650484.812500 Penalty: 4232.596680
	Iteration 24Q: 3 clusters Score -650484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -650489.187500 Penalty: 4232.596680
	Iteration 25Q: 3 clusters Score -650489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -650492.125000 Penalty: 4232.596680
	Iteration 26Q: 3 clusters Score -650492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -650491.687500 Penalty: 4232.596680
	Iteration 27Q: 3 clusters Score -650491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -650496.750000 Penalty: 4232.596680
	Iteration 28Q: 3 clusters Score -650496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -650495.187500 Penalty: 4232.596680
	Iteration 29Q: 3 clusters Score -650495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -650496.250000 Penalty: 4232.596680
	Iteration 30Q: 3 clusters Score -650496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -650497.062500 Penalty: 4232.596680
	Iteration 31Q: 3 clusters Score -650497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -650497.062500 Penalty: 4232.596680
	Iteration 32F: 3 clusters Score -650497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -453855.937500 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -453855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -450235.812500 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -450235.8 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -451096.750000 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -451096.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -451361.437500 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -451361.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -451606.062500 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -451606.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -451914.812500 Penalty: 4065.295898
	Iteration 4F: 3 clusters Score -451914.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -452205.531250 Penalty: 4065.295898
	Iteration 5F: 3 clusters Score -452205.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -452547.312500 Penalty: 4065.295898
	Iteration 6F: 3 clusters Score -452547.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -452812.718750 Penalty: 4065.295898
	Iteration 7F: 3 clusters Score -452812.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -452986.156250 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -452986.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -453099.375000 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -453099.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -453165.531250 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -453165.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -453201.406250 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -453201.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -453215.500000 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -453215.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -453227.312500 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -453227.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -453235.500000 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -453235.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -453246.937500 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -453246.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -453254.125000 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -453254.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -453259.718750 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -453259.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -453266.062500 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -453266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -453269.312500 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -453269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -453270.156250 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -453270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -453273.281250 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -453273.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -453275.312500 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -453275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -453276.906250 Penalty: 4065.295898
	Iteration 23Q: 3 clusters Score -453276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -453278.531250 Penalty: 4065.295898
	Iteration 24Q: 3 clusters Score -453278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -453281.468750 Penalty: 4065.295898
	Iteration 25Q: 3 clusters Score -453281.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453282.437500 Penalty: 4065.295898
	Iteration 26Q: 3 clusters Score -453282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -453283.718750 Penalty: 4065.295898
	Iteration 27Q: 3 clusters Score -453283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -453284.062500 Penalty: 4065.295898
	Iteration 28Q: 3 clusters Score -453284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -453284.062500 Penalty: 4065.295898
	Iteration 29F: 3 clusters Score -453284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -296384.843750 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -296384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -293434.437500 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -293434.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -294121.406250 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -294121.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -294328.812500 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -294328.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -294477.000000 Penalty: 3886.054932
	Iteration 3F: 3 clusters Score -294477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -294586.812500 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -294586.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -294663.343750 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -294663.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -294719.343750 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -294719.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -294772.593750 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -294772.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -294814.531250 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -294814.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -294857.625000 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -294857.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294890.437500 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -294890.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -294904.375000 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -294904.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -294915.781250 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -294915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -294924.312500 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -294924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -294930.937500 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -294930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -294934.468750 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -294934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -294939.718750 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -294939.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -294945.406250 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -294945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294950.031250 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -294950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -294956.093750 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -294956.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -294964.781250 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -294964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -294966.281250 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -294966.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -294966.593750 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -294966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -294967.875000 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -294967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -294969.312500 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -294969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -294970.093750 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -294970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -294971.437500 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -294971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -294971.968750 Penalty: 3886.054932
	Iteration 27Q: 3 clusters Score -294972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294972.156250 Penalty: 3886.054932
	Iteration 28Q: 3 clusters Score -294972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294972.156250 Penalty: 3886.054932
	Iteration 29F: 3 clusters Score -294972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -559138.437500 Penalty: 2090.937256
	Iteration 0F: 2 clusters Score -559138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -554905.125000 Penalty: 4181.874512
	Iteration 0F: 3 clusters Score -554905.1 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -556111.187500 Penalty: 4181.874512
	Iteration 1F: 3 clusters Score -556111.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556519.812500 Penalty: 4181.874512
	Iteration 2F: 3 clusters Score -556519.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -556900.625000 Penalty: 4181.874512
	Iteration 3F: 3 clusters Score -556900.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -557251.375000 Penalty: 4181.874512
	Iteration 4F: 3 clusters Score -557251.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -557571.437500 Penalty: 4181.874512
	Iteration 5F: 3 clusters Score -557571.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -557848.125000 Penalty: 4181.874512
	Iteration 6F: 3 clusters Score -557848.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -558069.000000 Penalty: 4181.874512
	Iteration 7Q: 3 clusters Score -558069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -558251.375000 Penalty: 4181.874512
	Iteration 8Q: 3 clusters Score -558251.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -558371.687500 Penalty: 4181.874512
	Iteration 9Q: 3 clusters Score -558371.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -558450.625000 Penalty: 4181.874512
	Iteration 10Q: 3 clusters Score -558450.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -558518.437500 Penalty: 4181.874512
	Iteration 11Q: 3 clusters Score -558518.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -558578.750000 Penalty: 4181.874512
	Iteration 12Q: 3 clusters Score -558578.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -558642.937500 Penalty: 4181.874512
	Iteration 13Q: 3 clusters Score -558642.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -558724.625000 Penalty: 4181.874512
	Iteration 14Q: 3 clusters Score -558724.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -558809.625000 Penalty: 4181.874512
	Iteration 15Q: 3 clusters Score -558809.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -558872.437500 Penalty: 4181.874512
	Iteration 16Q: 3 clusters Score -558872.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -558915.312500 Penalty: 4181.874512
	Iteration 17Q: 3 clusters Score -558915.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -558936.000000 Penalty: 4181.874512
	Iteration 18Q: 3 clusters Score -558936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -558947.750000 Penalty: 4181.874512
	Iteration 19Q: 3 clusters Score -558947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -558960.000000 Penalty: 4181.874512
	Iteration 20F: 3 clusters Score -558960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -558969.625000 Penalty: 4181.874512
	Iteration 21Q: 3 clusters Score -558969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -558980.250000 Penalty: 4181.874512
	Iteration 22Q: 3 clusters Score -558980.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -558987.000000 Penalty: 4181.874512
	Iteration 23Q: 3 clusters Score -558987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -558989.875000 Penalty: 4181.874512
	Iteration 24Q: 3 clusters Score -558989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -558992.750000 Penalty: 4181.874512
	Iteration 25Q: 3 clusters Score -558992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -558994.250000 Penalty: 4181.874512
	Iteration 26Q: 3 clusters Score -558994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -558993.625000 Penalty: 4181.874512
	Iteration 27Q: 3 clusters Score -558993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -558995.625000 Penalty: 4181.874512
	Iteration 28Q: 3 clusters Score -558995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -558994.812500 Penalty: 4181.874512
	Iteration 29Q: 3 clusters Score -558994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -558997.000000 Penalty: 4181.874512
	Iteration 30Q: 3 clusters Score -558997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -558997.000000 Penalty: 4181.874512
	Iteration 31F: 3 clusters Score -558997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Entering Unmasked Estep 
Score: -1720771.250000 Penalty: 2369.163574
	Iteration 0F: 2 clusters Score -1720771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1710618.750000 Penalty: 4738.327148
	Iteration 0F: 3 clusters Score -1710619 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1713710.750000 Penalty: 4738.327148
	Iteration 1F: 3 clusters Score -1713711 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1714221.875000 Penalty: 4738.327148
	Iteration 2F: 3 clusters Score -1714222 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1714840.375000 Penalty: 4738.327148
	Iteration 3F: 3 clusters Score -1714840 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1715561.000000 Penalty: 4738.327148
	Iteration 4F: 3 clusters Score -1715561 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1716430.125000 Penalty: 4738.327148
	Iteration 5F: 3 clusters Score -1716430 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1717227.000000 Penalty: 4738.327148
	Iteration 6F: 3 clusters Score -1717227 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1717802.250000 Penalty: 4738.327148
	Iteration 7F: 3 clusters Score -1717802 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1718172.375000 Penalty: 4738.327148
	Iteration 8Q: 3 clusters Score -1718172 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1718413.750000 Penalty: 4738.327148
	Iteration 9Q: 3 clusters Score -1718414 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1718594.000000 Penalty: 4738.327148
	Iteration 10Q: 3 clusters Score -1718594 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1718718.625000 Penalty: 4738.327148
	Iteration 11Q: 3 clusters Score -1718719 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1718833.875000 Penalty: 4738.327148
	Iteration 12Q: 3 clusters Score -1718834 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1718922.625000 Penalty: 4738.327148
	Iteration 13Q: 3 clusters Score -1718923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1718988.875000 Penalty: 4738.327148
	Iteration 14Q: 3 clusters Score -1718989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1719035.500000 Penalty: 4738.327148
	Iteration 15Q: 3 clusters Score -1719036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1719074.500000 Penalty: 4738.327148
	Iteration 16Q: 3 clusters Score -1719074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1719107.625000 Penalty: 4738.327148
	Iteration 17Q: 3 clusters Score -1719108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1719141.625000 Penalty: 4738.327148
	Iteration 18Q: 3 clusters Score -1719142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1719161.375000 Penalty: 4738.327148
	Iteration 19Q: 3 clusters Score -1719161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1719180.125000 Penalty: 4738.327148
	Iteration 20F: 3 clusters Score -1719180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1719191.625000 Penalty: 4738.327148
	Iteration 21Q: 3 clusters Score -1719192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1719200.000000 Penalty: 4738.327148
	Iteration 22Q: 3 clusters Score -1719200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1719202.750000 Penalty: 4738.327148
	Iteration 23Q: 3 clusters Score -1719203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1719209.250000 Penalty: 4738.327148
	Iteration 24Q: 3 clusters Score -1719209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1719212.750000 Penalty: 4738.327148
	Iteration 25Q: 3 clusters Score -1719213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1719212.750000 Penalty: 4738.327148
	Iteration 26Q: 3 clusters Score -1719213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1719218.000000 Penalty: 4738.327148
	Iteration 27Q: 3 clusters Score -1719218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1719220.875000 Penalty: 4738.327148
	Iteration 28Q: 3 clusters Score -1719221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1719221.250000 Penalty: 4738.327148
	Iteration 29Q: 3 clusters Score -1719221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1719231.375000 Penalty: 4738.327148
	Iteration 30Q: 3 clusters Score -1719231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1719235.500000 Penalty: 4738.327148
	Iteration 31Q: 3 clusters Score -1719236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1719234.625000 Penalty: 4738.327148
	Iteration 32Q: 3 clusters Score -1719235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1719242.750000 Penalty: 4738.327148
	Iteration 33Q: 3 clusters Score -1719243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1719243.125000 Penalty: 4738.327148
	Iteration 34Q: 3 clusters Score -1719243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1719250.375000 Penalty: 4738.327148
	Iteration 35Q: 3 clusters Score -1719250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1719252.875000 Penalty: 4738.327148
	Iteration 36Q: 3 clusters Score -1719253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1719255.125000 Penalty: 4738.327148
	Iteration 37Q: 3 clusters Score -1719255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1719258.375000 Penalty: 4738.327148
	Iteration 38Q: 3 clusters Score -1719258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1719260.625000 Penalty: 4738.327148
	Iteration 39Q: 3 clusters Score -1719261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1719259.250000 Penalty: 4738.327148
	Iteration 40F: 3 clusters Score -1719259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1719260.375000 Penalty: 4738.327148
	Iteration 41Q: 3 clusters Score -1719260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1719261.000000 Penalty: 4738.327148
	Iteration 42Q: 3 clusters Score -1719261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1719262.500000 Penalty: 4738.327148
	Iteration 43Q: 3 clusters Score -1719262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1719262.500000 Penalty: 4738.327148
	Iteration 44F: 3 clusters Score -1719262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -778386.625000 Penalty: 2157.810303
	Iteration 0F: 2 clusters Score -778386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -773201.375000 Penalty: 4315.620605
	Iteration 0F: 3 clusters Score -773201.4 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -774541.000000 Penalty: 4315.620605
	Iteration 1F: 3 clusters Score -774541 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -774740.500000 Penalty: 4315.620605
	Iteration 2F: 3 clusters Score -774740.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -774857.125000 Penalty: 4315.620605
	Iteration 3Q: 3 clusters Score -774857.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -774952.500000 Penalty: 4315.620605
	Iteration 4Q: 3 clusters Score -774952.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -775021.250000 Penalty: 4315.620605
	Iteration 5Q: 3 clusters Score -775021.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -775084.812500 Penalty: 4315.620605
	Iteration 6Q: 3 clusters Score -775084.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -775139.312500 Penalty: 4315.620605
	Iteration 7Q: 3 clusters Score -775139.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -775183.250000 Penalty: 4315.620605
	Iteration 8Q: 3 clusters Score -775183.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -775220.312500 Penalty: 4315.620605
	Iteration 9Q: 3 clusters Score -775220.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -775265.562500 Penalty: 4315.620605
	Iteration 10Q: 3 clusters Score -775265.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -775309.187500 Penalty: 4315.620605
	Iteration 11Q: 3 clusters Score -775309.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -775356.625000 Penalty: 4315.620605
	Iteration 12Q: 3 clusters Score -775356.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -775402.500000 Penalty: 4315.620605
	Iteration 13Q: 3 clusters Score -775402.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -775456.062500 Penalty: 4315.620605
	Iteration 14Q: 3 clusters Score -775456.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -775523.625000 Penalty: 4315.620605
	Iteration 15Q: 3 clusters Score -775523.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -775608.187500 Penalty: 4315.620605
	Iteration 16Q: 3 clusters Score -775608.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -775691.812500 Penalty: 4315.620605
	Iteration 17Q: 3 clusters Score -775691.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -775769.062500 Penalty: 4315.620605
	Iteration 18Q: 3 clusters Score -775769.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -775824.687500 Penalty: 4315.620605
	Iteration 19Q: 3 clusters Score -775824.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -775868.250000 Penalty: 4315.620605
	Iteration 20F: 3 clusters Score -775868.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -775913.250000 Penalty: 4315.620605
	Iteration 21Q: 3 clusters Score -775913.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -775950.562500 Penalty: 4315.620605
	Iteration 22Q: 3 clusters Score -775950.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -775987.875000 Penalty: 4315.620605
	Iteration 23Q: 3 clusters Score -775987.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -776030.375000 Penalty: 4315.620605
	Iteration 24Q: 3 clusters Score -776030.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -776078.187500 Penalty: 4315.620605
	Iteration 25Q: 3 clusters Score -776078.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -776150.375000 Penalty: 4315.620605
	Iteration 26Q: 3 clusters Score -776150.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -776227.875000 Penalty: 4315.620605
	Iteration 27Q: 3 clusters Score -776227.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -776297.312500 Penalty: 4315.620605
	Iteration 28Q: 3 clusters Score -776297.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -776388.062500 Penalty: 4315.620605
	Iteration 29Q: 3 clusters Score -776388.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -776472.687500 Penalty: 4315.620605
	Iteration 30Q: 3 clusters Score -776472.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -776535.562500 Penalty: 4315.620605
	Iteration 31Q: 3 clusters Score -776535.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -776604.375000 Penalty: 4315.620605
	Iteration 32Q: 3 clusters Score -776604.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -776660.312500 Penalty: 4315.620605
	Iteration 33Q: 3 clusters Score -776660.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -776702.312500 Penalty: 4315.620605
	Iteration 34Q: 3 clusters Score -776702.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -776727.312500 Penalty: 4315.620605
	Iteration 35Q: 3 clusters Score -776727.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -776745.500000 Penalty: 4315.620605
	Iteration 36Q: 3 clusters Score -776745.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -776765.562500 Penalty: 4315.620605
	Iteration 37Q: 3 clusters Score -776765.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -776774.312500 Penalty: 4315.620605
	Iteration 38Q: 3 clusters Score -776774.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -776779.187500 Penalty: 4315.620605
	Iteration 39Q: 3 clusters Score -776779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -776783.562500 Penalty: 4315.620605
	Iteration 40F: 3 clusters Score -776783.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -776790.375000 Penalty: 4315.620605
	Iteration 41Q: 3 clusters Score -776790.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -776793.062500 Penalty: 4315.620605
	Iteration 42Q: 3 clusters Score -776793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -776800.250000 Penalty: 4315.620605
	Iteration 43Q: 3 clusters Score -776800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -776801.625000 Penalty: 4315.620605
	Iteration 44Q: 3 clusters Score -776801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -776804.250000 Penalty: 4315.620605
	Iteration 45Q: 3 clusters Score -776804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -776806.187500 Penalty: 4315.620605
	Iteration 46Q: 3 clusters Score -776806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -776807.812500 Penalty: 4315.620605
	Iteration 47Q: 3 clusters Score -776807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -776810.125000 Penalty: 4315.620605
	Iteration 48Q: 3 clusters Score -776810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -776811.500000 Penalty: 4315.620605
	Iteration 49Q: 3 clusters Score -776811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -776813.750000 Penalty: 4315.620605
	Iteration 50Q: 3 clusters Score -776813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -776811.875000 Penalty: 4315.620605
	Iteration 51Q: 3 clusters Score -776811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -776811.875000 Penalty: 4315.620605
	Iteration 52F: 3 clusters Score -776811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -1139804.500000 Penalty: 2248.742188
	Iteration 0F: 2 clusters Score -1139804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1133034.500000 Penalty: 4497.484375
	Iteration 0F: 3 clusters Score -1133034 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1135140.875000 Penalty: 4497.484375
	Iteration 1F: 3 clusters Score -1135141 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1135651.625000 Penalty: 4497.484375
	Iteration 2F: 3 clusters Score -1135652 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1136019.250000 Penalty: 4497.484375
	Iteration 3F: 3 clusters Score -1136019 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1136332.875000 Penalty: 4497.484375
	Iteration 4F: 3 clusters Score -1136333 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1136611.875000 Penalty: 4497.484375
	Iteration 5Q: 3 clusters Score -1136612 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1136816.375000 Penalty: 4497.484375
	Iteration 6Q: 3 clusters Score -1136816 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1137002.875000 Penalty: 4497.484375
	Iteration 7Q: 3 clusters Score -1137003 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1137160.875000 Penalty: 4497.484375
	Iteration 8Q: 3 clusters Score -1137161 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1137289.875000 Penalty: 4497.484375
	Iteration 9Q: 3 clusters Score -1137290 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1137404.625000 Penalty: 4497.484375
	Iteration 10Q: 3 clusters Score -1137405 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1137498.875000 Penalty: 4497.484375
	Iteration 11Q: 3 clusters Score -1137499 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1137584.000000 Penalty: 4497.484375
	Iteration 12Q: 3 clusters Score -1137584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1137642.125000 Penalty: 4497.484375
	Iteration 13Q: 3 clusters Score -1137642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1137692.500000 Penalty: 4497.484375
	Iteration 14Q: 3 clusters Score -1137692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1137734.875000 Penalty: 4497.484375
	Iteration 15Q: 3 clusters Score -1137735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1137773.625000 Penalty: 4497.484375
	Iteration 16Q: 3 clusters Score -1137774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1137805.125000 Penalty: 4497.484375
	Iteration 17Q: 3 clusters Score -1137805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1137832.750000 Penalty: 4497.484375
	Iteration 18Q: 3 clusters Score -1137833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1137855.125000 Penalty: 4497.484375
	Iteration 19Q: 3 clusters Score -1137855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1137888.500000 Penalty: 4497.484375
	Iteration 20F: 3 clusters Score -1137888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1137910.625000 Penalty: 4497.484375
	Iteration 21Q: 3 clusters Score -1137911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1137933.750000 Penalty: 4497.484375
	Iteration 22Q: 3 clusters Score -1137934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1137944.250000 Penalty: 4497.484375
	Iteration 23Q: 3 clusters Score -1137944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1137960.250000 Penalty: 4497.484375
	Iteration 24Q: 3 clusters Score -1137960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1137978.625000 Penalty: 4497.484375
	Iteration 25Q: 3 clusters Score -1137979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1137993.000000 Penalty: 4497.484375
	Iteration 26Q: 3 clusters Score -1137993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1138003.000000 Penalty: 4497.484375
	Iteration 27Q: 3 clusters Score -1138003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1138014.375000 Penalty: 4497.484375
	Iteration 28Q: 3 clusters Score -1138014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1138022.750000 Penalty: 4497.484375
	Iteration 29Q: 3 clusters Score -1138023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1138025.250000 Penalty: 4497.484375
	Iteration 30Q: 3 clusters Score -1138025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1138026.500000 Penalty: 4497.484375
	Iteration 31Q: 3 clusters Score -1138026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1138030.875000 Penalty: 4497.484375
	Iteration 32Q: 3 clusters Score -1138031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1138036.000000 Penalty: 4497.484375
	Iteration 33Q: 3 clusters Score -1138036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1138042.875000 Penalty: 4497.484375
	Iteration 34Q: 3 clusters Score -1138043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1138044.500000 Penalty: 4497.484375
	Iteration 35Q: 3 clusters Score -1138044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1138048.625000 Penalty: 4497.484375
	Iteration 36Q: 3 clusters Score -1138049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1138052.250000 Penalty: 4497.484375
	Iteration 37Q: 3 clusters Score -1138052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1138049.250000 Penalty: 4497.484375
	Iteration 38Q: 3 clusters Score -1138049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1138054.375000 Penalty: 4497.484375
	Iteration 39Q: 3 clusters Score -1138054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1138056.125000 Penalty: 4497.484375
	Iteration 40F: 3 clusters Score -1138056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1138055.500000 Penalty: 4497.484375
	Iteration 41Q: 3 clusters Score -1138056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1138057.250000 Penalty: 4497.484375
	Iteration 42Q: 3 clusters Score -1138057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1138057.250000 Penalty: 4497.484375
	Iteration 43F: 3 clusters Score -1138057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Entering Unmasked Estep 
Score: -4588329.500000 Penalty: 2615.746826
	Iteration 0F: 2 clusters Score -4588330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4562451.500000 Penalty: 5231.493652
	Iteration 0F: 3 clusters Score -4562452 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4572219.000000 Penalty: 5231.493652
	Iteration 1F: 3 clusters Score -4572219 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4573051.000000 Penalty: 5231.493652
	Iteration 2F: 3 clusters Score -4573051 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4574080.000000 Penalty: 5231.493652
	Iteration 3F: 3 clusters Score -4574080 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4575284.000000 Penalty: 5231.493652
	Iteration 4F: 3 clusters Score -4575284 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4576684.000000 Penalty: 5231.493652
	Iteration 5F: 3 clusters Score -4576684 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4578314.500000 Penalty: 5231.493652
	Iteration 6F: 3 clusters Score -4578314 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4579867.500000 Penalty: 5231.493652
	Iteration 7F: 3 clusters Score -4579868 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4581126.000000 Penalty: 5231.493652
	Iteration 8F: 3 clusters Score -4581126 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -4582265.500000 Penalty: 5231.493652
	Iteration 9Q: 3 clusters Score -4582266 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4583210.500000 Penalty: 5231.493652
	Iteration 10Q: 3 clusters Score -4583210 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4584012.000000 Penalty: 5231.493652
	Iteration 11Q: 3 clusters Score -4584012 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4584659.000000 Penalty: 5231.493652
	Iteration 12Q: 3 clusters Score -4584659 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4585216.000000 Penalty: 5231.493652
	Iteration 13Q: 3 clusters Score -4585216 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4585730.000000 Penalty: 5231.493652
	Iteration 14Q: 3 clusters Score -4585730 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4586126.000000 Penalty: 5231.493652
	Iteration 15Q: 3 clusters Score -4586126 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4586447.500000 Penalty: 5231.493652
	Iteration 16Q: 3 clusters Score -4586448 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4586646.000000 Penalty: 5231.493652
	Iteration 17Q: 3 clusters Score -4586646 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4586815.000000 Penalty: 5231.493652
	Iteration 18Q: 3 clusters Score -4586815 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4586954.500000 Penalty: 5231.493652
	Iteration 19Q: 3 clusters Score -4586954 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4587057.000000 Penalty: 5231.493652
	Iteration 20F: 3 clusters Score -4587057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4587115.000000 Penalty: 5231.493652
	Iteration 21Q: 3 clusters Score -4587115 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4587138.500000 Penalty: 5231.493652
	Iteration 22Q: 3 clusters Score -4587138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4587161.500000 Penalty: 5231.493652
	Iteration 23Q: 3 clusters Score -4587162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4587192.000000 Penalty: 5231.493652
	Iteration 24Q: 3 clusters Score -4587192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4587201.000000 Penalty: 5231.493652
	Iteration 25Q: 3 clusters Score -4587201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4587210.500000 Penalty: 5231.493652
	Iteration 26Q: 3 clusters Score -4587210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4587228.000000 Penalty: 5231.493652
	Iteration 27Q: 3 clusters Score -4587228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4587234.500000 Penalty: 5231.493652
	Iteration 28Q: 3 clusters Score -4587234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4587241.000000 Penalty: 5231.493652
	Iteration 29Q: 3 clusters Score -4587241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4587234.000000 Penalty: 5231.493652
	Iteration 30Q: 3 clusters Score -4587234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4587233.000000 Penalty: 5231.493652
	Iteration 31Q: 3 clusters Score -4587233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4587229.500000 Penalty: 5231.493652
	Iteration 32Q: 3 clusters Score -4587230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4587227.000000 Penalty: 5231.493652
	Iteration 33Q: 3 clusters Score -4587227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4587228.000000 Penalty: 5231.493652
	Iteration 34Q: 3 clusters Score -4587228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4587233.500000 Penalty: 5231.493652
	Iteration 35Q: 3 clusters Score -4587234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4587237.000000 Penalty: 5231.493652
	Iteration 36Q: 3 clusters Score -4587237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4587232.500000 Penalty: 5231.493652
	Iteration 37Q: 3 clusters Score -4587232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4587244.500000 Penalty: 5231.493652
	Iteration 38Q: 3 clusters Score -4587244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4587239.000000 Penalty: 5231.493652
	Iteration 39Q: 3 clusters Score -4587239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4587244.000000 Penalty: 5231.493652
	Iteration 40F: 3 clusters Score -4587244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4587249.000000 Penalty: 5231.493652
	Iteration 41Q: 3 clusters Score -4587249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4587244.000000 Penalty: 5231.493652
	Iteration 42Q: 3 clusters Score -4587244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4587245.500000 Penalty: 5231.493652
	Iteration 43Q: 3 clusters Score -4587246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4587244.500000 Penalty: 5231.493652
	Iteration 44Q: 3 clusters Score -4587244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4587247.000000 Penalty: 5231.493652
	Iteration 45Q: 3 clusters Score -4587247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4587248.000000 Penalty: 5231.493652
	Iteration 46Q: 3 clusters Score -4587248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4587248.000000 Penalty: 5231.493652
	Iteration 47F: 3 clusters Score -4587248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -69602.867188 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -69602.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68051.203125 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -68051.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68316.273438 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -68316.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68495.281250 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -68495.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68721.828125 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -68721.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68871.328125 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -68871.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69025.367188 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -69025.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69169.367188 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -69169.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69251.476562 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -69251.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69294.203125 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -69294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69327.375000 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -69327.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69431.640625 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -69431.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69560.031250 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -69560.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69654.093750 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -69654.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69666.765625 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -69666.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69666.765625 Penalty: 3171.221191
	Iteration 14F: 3 clusters Score -69666.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 282 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 316 members 
Entering Unmasked Estep 
Score: -111266096.000000 Penalty: 152786.656250
Splitting cluster 40 changes total score from -111267904.000000 to -111266096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -79802.296875 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -79802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78146.335938 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -78146.34 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78580.570312 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -78580.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78817.117188 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -78817.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78929.882812 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -78929.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78982.562500 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -78982.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79016.148438 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -79016.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79029.648438 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -79029.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79040.757812 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -79040.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79048.625000 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -79048.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79052.281250 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -79052.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79053.445312 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -79053.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79054.320312 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -79054.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79056.171875 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -79056.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79060.195312 Penalty: 3280.903809
	Iteration 13Q: 3 clusters Score -79060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79063.031250 Penalty: 3280.903809
	Iteration 14Q: 3 clusters Score -79063.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79063.031250 Penalty: 3280.903809
	Iteration 15F: 3 clusters Score -79063.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -365795.593750 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -365795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -362435.937500 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -362435.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -363391.812500 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -363391.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -363858.187500 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -363858.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -364243.843750 Penalty: 4007.183350
	Iteration 3F: 3 clusters Score -364243.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -364604.718750 Penalty: 4007.183350
	Iteration 4F: 3 clusters Score -364604.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -364798.281250 Penalty: 4007.183350
	Iteration 5F: 3 clusters Score -364798.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -364934.468750 Penalty: 4007.183350
	Iteration 6Q: 3 clusters Score -364934.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -365005.875000 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -365005.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -365048.750000 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -365048.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -365076.062500 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -365076.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -365091.593750 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -365091.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -365096.625000 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -365096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -365101.468750 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -365101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -365104.156250 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -365104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -365105.375000 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -365105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -365107.406250 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -365107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -365107.500000 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -365107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -365108.437500 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -365108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -365109.250000 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -365109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -365109.250000 Penalty: 4007.183350
	Iteration 19F: 3 clusters Score -365109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -165589.578125 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -165589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163444.359375 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -163444.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -164363.140625 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -164363.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -165120.390625 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -165120.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -165325.312500 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -165325.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -165442.968750 Penalty: 3585.640625
	Iteration 4Q: 3 clusters Score -165443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -165531.031250 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -165531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -165578.859375 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -165578.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -165621.390625 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -165621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -165656.531250 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -165656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -165668.468750 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -165668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -165673.218750 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -165673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -165680.921875 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -165680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -165684.890625 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -165684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -165688.140625 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -165688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -165690.921875 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -165690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -165691.671875 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -165691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -165692.421875 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -165692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -165692.421875 Penalty: 3585.640625
	Iteration 17F: 3 clusters Score -165692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 994 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 385 members 
Entering Unmasked Estep 
Score: -111266000.000000 Penalty: 152786.656250
Splitting cluster 43 changes total score from -111267904.000000 to -111266000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -866679.125000 Penalty: 2190.734863
	Iteration 0F: 2 clusters Score -866679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -860991.500000 Penalty: 4381.469727
	Iteration 0F: 3 clusters Score -860991.5 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -862618.312500 Penalty: 4381.469727
	Iteration 1F: 3 clusters Score -862618.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -862954.187500 Penalty: 4381.469727
	Iteration 2F: 3 clusters Score -862954.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -863205.687500 Penalty: 4381.469727
	Iteration 3F: 3 clusters Score -863205.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -863478.562500 Penalty: 4381.469727
	Iteration 4F: 3 clusters Score -863478.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -863836.875000 Penalty: 4381.469727
	Iteration 5F: 3 clusters Score -863836.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -864323.125000 Penalty: 4381.469727
	Iteration 6F: 3 clusters Score -864323.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -864791.812500 Penalty: 4381.469727
	Iteration 7F: 3 clusters Score -864791.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -865194.812500 Penalty: 4381.469727
	Iteration 8F: 3 clusters Score -865194.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -865430.312500 Penalty: 4381.469727
	Iteration 9Q: 3 clusters Score -865430.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -865591.187500 Penalty: 4381.469727
	Iteration 10Q: 3 clusters Score -865591.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -865720.812500 Penalty: 4381.469727
	Iteration 11Q: 3 clusters Score -865720.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -865835.250000 Penalty: 4381.469727
	Iteration 12Q: 3 clusters Score -865835.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -865953.375000 Penalty: 4381.469727
	Iteration 13Q: 3 clusters Score -865953.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -866066.437500 Penalty: 4381.469727
	Iteration 14Q: 3 clusters Score -866066.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -866136.062500 Penalty: 4381.469727
	Iteration 15Q: 3 clusters Score -866136.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -866196.000000 Penalty: 4381.469727
	Iteration 16Q: 3 clusters Score -866196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -866257.062500 Penalty: 4381.469727
	Iteration 17Q: 3 clusters Score -866257.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -866307.875000 Penalty: 4381.469727
	Iteration 18Q: 3 clusters Score -866307.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -866336.687500 Penalty: 4381.469727
	Iteration 19Q: 3 clusters Score -866336.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -866356.937500 Penalty: 4381.469727
	Iteration 20F: 3 clusters Score -866356.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -866369.312500 Penalty: 4381.469727
	Iteration 21Q: 3 clusters Score -866369.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -866383.875000 Penalty: 4381.469727
	Iteration 22Q: 3 clusters Score -866383.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -866393.000000 Penalty: 4381.469727
	Iteration 23Q: 3 clusters Score -866393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -866399.187500 Penalty: 4381.469727
	Iteration 24Q: 3 clusters Score -866399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -866403.562500 Penalty: 4381.469727
	Iteration 25Q: 3 clusters Score -866403.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -866407.000000 Penalty: 4381.469727
	Iteration 26Q: 3 clusters Score -866407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -866413.562500 Penalty: 4381.469727
	Iteration 27Q: 3 clusters Score -866413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -866414.562500 Penalty: 4381.469727
	Iteration 28Q: 3 clusters Score -866414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -866416.625000 Penalty: 4381.469727
	Iteration 29Q: 3 clusters Score -866416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -866421.937500 Penalty: 4381.469727
	Iteration 30Q: 3 clusters Score -866421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -866423.250000 Penalty: 4381.469727
	Iteration 31Q: 3 clusters Score -866423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -866426.375000 Penalty: 4381.469727
	Iteration 32Q: 3 clusters Score -866426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -866425.625000 Penalty: 4381.469727
	Iteration 33Q: 3 clusters Score -866425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -866426.625000 Penalty: 4381.469727
	Iteration 34Q: 3 clusters Score -866426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -866427.250000 Penalty: 4381.469727
	Iteration 35Q: 3 clusters Score -866427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -866429.125000 Penalty: 4381.469727
	Iteration 36Q: 3 clusters Score -866429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -866430.187500 Penalty: 4381.469727
	Iteration 37Q: 3 clusters Score -866430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -866431.625000 Penalty: 4381.469727
	Iteration 38Q: 3 clusters Score -866431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -866433.000000 Penalty: 4381.469727
	Iteration 39Q: 3 clusters Score -866433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -866435.687500 Penalty: 4381.469727
	Iteration 40F: 3 clusters Score -866435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -866436.187500 Penalty: 4381.469727
	Iteration 41Q: 3 clusters Score -866436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -866436.375000 Penalty: 4381.469727
	Iteration 42Q: 3 clusters Score -866436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -866437.500000 Penalty: 4381.469727
	Iteration 43Q: 3 clusters Score -866437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -866438.187500 Penalty: 4381.469727
	Iteration 44Q: 3 clusters Score -866438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -866439.250000 Penalty: 4381.469727
	Iteration 45Q: 3 clusters Score -866439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -866439.250000 Penalty: 4381.469727
	Iteration 46Q: 3 clusters Score -866439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -866440.187500 Penalty: 4381.469727
	Iteration 47Q: 3 clusters Score -866440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -866441.875000 Penalty: 4381.469727
	Iteration 48Q: 3 clusters Score -866441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -866441.687500 Penalty: 4381.469727
	Iteration 49Q: 3 clusters Score -866441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -866443.312500 Penalty: 4381.469727
	Iteration 50Q: 3 clusters Score -866443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -866443.937500 Penalty: 4381.469727
	Iteration 51Q: 3 clusters Score -866443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -866443.937500 Penalty: 4381.469727
	Iteration 52F: 3 clusters Score -866443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 160883 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59235 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 118391 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53109 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 93582 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267824.000000 Penalty: 149391.406250
Iteration 119Q: 45 clusters Score -1.112678e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 160884 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 59224 members 
Mstep: Class 5 contains 47866 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 82029 members 
Mstep: Class 17 contains 11993 members 
Mstep: Class 18 contains 118379 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53116 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 22 contains 16387 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 8356 members 
Mstep: Class 25 contains 14245 members 
Mstep: Class 26 contains 93575 members 
Mstep: Class 27 contains 5457 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3026 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 4590 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 8668 members 
Mstep: Class 39 contains 38091 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267888.000000 Penalty: 149391.406250
Iteration 120F: 45 clusters Score -1.112679e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 160891 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 59217 members 
Mstep: Class 5 contains 47866 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 16628 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 1724 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 82021 members 
Mstep: Class 17 contains 11988 members 
Mstep: Class 18 contains 118370 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53120 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 16390 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 8355 members 
Mstep: Class 25 contains 14241 members 
Mstep: Class 26 contains 93565 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2526 members 
Mstep: Class 35 contains 4591 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 8668 members 
Mstep: Class 39 contains 38100 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 3223 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267864.000000 Penalty: 149391.406250
Iteration 121Q: 45 clusters Score -1.112679e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 160904 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 59209 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9908 members 
Mstep: Class 7 contains 16628 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 1724 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 82017 members 
Mstep: Class 17 contains 11982 members 
Mstep: Class 18 contains 118361 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 53124 members 
Mstep: Class 21 contains 21298 members 
Mstep: Class 22 contains 16392 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 8355 members 
Mstep: Class 25 contains 14241 members 
Mstep: Class 26 contains 93559 members 
Mstep: Class 27 contains 5477 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2524 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6014 members 
Mstep: Class 38 contains 8670 members 
Mstep: Class 39 contains 38102 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 777 members 
Mstep: Class 42 contains 3221 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267832.000000 Penalty: 149391.406250
Iteration 122Q: 45 clusters Score -1.112678e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 160905 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 59199 members 
Mstep: Class 5 contains 47869 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 16630 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 82012 members 
Mstep: Class 17 contains 11979 members 
Mstep: Class 18 contains 118362 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 53126 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16397 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 8354 members 
Mstep: Class 25 contains 14238 members 
Mstep: Class 26 contains 93554 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3037 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2523 members 
Mstep: Class 35 contains 4586 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 38101 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 3217 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267944.000000 Penalty: 149391.406250
Iteration 123Q: 45 clusters Score -1.112679e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 160909 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 59190 members 
Mstep: Class 5 contains 47869 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 16635 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1733 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 82005 members 
Mstep: Class 17 contains 11975 members 
Mstep: Class 18 contains 118360 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 53125 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16405 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 8356 members 
Mstep: Class 25 contains 14239 members 
Mstep: Class 26 contains 93549 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2522 members 
Mstep: Class 35 contains 4582 members 
Mstep: Class 36 contains 14084 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8665 members 
Mstep: Class 39 contains 38090 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 3216 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 149391.406250
Iteration 124Q: 45 clusters Score -1.112681e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 160908 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 59179 members 
Mstep: Class 5 contains 47870 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1734 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 82001 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 118356 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 53128 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16414 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 8357 members 
Mstep: Class 25 contains 14237 members 
Mstep: Class 26 contains 93543 members 
Mstep: Class 27 contains 5520 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3047 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2519 members 
Mstep: Class 35 contains 4579 members 
Mstep: Class 36 contains 14070 members 
Mstep: Class 37 contains 6014 members 
Mstep: Class 38 contains 8663 members 
Mstep: Class 39 contains 38077 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 803 members 
Mstep: Class 42 contains 3232 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 149391.406250
Iteration 125Q: 45 clusters Score -1.11268e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 160909 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 4 contains 59172 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 16649 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1734 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 82000 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 118344 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 53129 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 4495 members 
Mstep: Class 24 contains 8357 members 
Mstep: Class 25 contains 14237 members 
Mstep: Class 26 contains 93537 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 3628 members 
Mstep: Class 34 contains 2518 members 
Mstep: Class 35 contains 4579 members 
Mstep: Class 36 contains 14061 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8659 members 
Mstep: Class 39 contains 38074 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 807 members 
Mstep: Class 42 contains 3243 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268096.000000 Penalty: 149391.406250
Iteration 126Q: 45 clusters Score -1.112681e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 160908 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 59166 members 
Mstep: Class 5 contains 47861 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1734 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 81998 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 118329 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 53132 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 8356 members 
Mstep: Class 25 contains 14236 members 
Mstep: Class 26 contains 93537 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 3628 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 14058 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8656 members 
Mstep: Class 39 contains 38066 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 811 members 
Mstep: Class 42 contains 3243 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268024.000000 Penalty: 149391.406250
Iteration 127Q: 45 clusters Score -1.11268e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 160912 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 59157 members 
Mstep: Class 5 contains 47858 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1733 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 81994 members 
Mstep: Class 17 contains 11966 members 
Mstep: Class 18 contains 118316 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 53133 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 4503 members 
Mstep: Class 24 contains 8356 members 
Mstep: Class 25 contains 14232 members 
Mstep: Class 26 contains 93535 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 3628 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4579 members 
Mstep: Class 36 contains 14055 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 8659 members 
Mstep: Class 39 contains 38061 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 815 members 
Mstep: Class 42 contains 3245 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268016.000000 Penalty: 149391.406250
Iteration 128Q: 45 clusters Score -1.11268e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 160912 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 59151 members 
Mstep: Class 5 contains 47857 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1735 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 81991 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 118303 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 53133 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 4507 members 
Mstep: Class 24 contains 8357 members 
Mstep: Class 25 contains 14230 members 
Mstep: Class 26 contains 93540 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 14049 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8659 members 
Mstep: Class 39 contains 38063 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 819 members 
Mstep: Class 42 contains 3251 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 149391.406250
Iteration 129Q: 45 clusters Score -1.112681e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160912 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 59149 members 
Mstep: Class 5 contains 47849 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 8815 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 81987 members 
Mstep: Class 17 contains 11961 members 
Mstep: Class 18 contains 118303 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53134 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 8361 members 
Mstep: Class 25 contains 14232 members 
Mstep: Class 26 contains 93536 members 
Mstep: Class 27 contains 5592 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3067 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4580 members 
Mstep: Class 36 contains 14047 members 
Mstep: Class 37 contains 6017 members 
Mstep: Class 38 contains 8659 members 
Mstep: Class 39 contains 38052 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 823 members 
Mstep: Class 42 contains 3255 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 149391.406250
Iteration 130Q: 45 clusters Score -1.112681e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160916 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 59146 members 
Mstep: Class 5 contains 47843 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 81977 members 
Mstep: Class 17 contains 11960 members 
Mstep: Class 18 contains 118295 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53134 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14233 members 
Mstep: Class 26 contains 93536 members 
Mstep: Class 27 contains 5618 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3069 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4580 members 
Mstep: Class 36 contains 14046 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8660 members 
Mstep: Class 39 contains 38039 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3256 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268048.000000 Penalty: 149391.406250
Iteration 131Q: 45 clusters Score -1.11268e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160916 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 59145 members 
Mstep: Class 5 contains 47843 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 118294 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53135 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 8363 members 
Mstep: Class 25 contains 14230 members 
Mstep: Class 26 contains 93535 members 
Mstep: Class 27 contains 5638 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3069 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 14044 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8661 members 
Mstep: Class 39 contains 38025 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 827 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268144.000000 Penalty: 149391.406250
Iteration 132Q: 45 clusters Score -1.112681e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160913 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 59143 members 
Mstep: Class 5 contains 47841 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 11955 members 
Mstep: Class 18 contains 118289 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53140 members 
Mstep: Class 21 contains 21298 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 8363 members 
Mstep: Class 25 contains 14229 members 
Mstep: Class 26 contains 93533 members 
Mstep: Class 27 contains 5651 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4575 members 
Mstep: Class 36 contains 14044 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8661 members 
Mstep: Class 39 contains 38018 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 828 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268152.000000 Penalty: 149391.406250
Iteration 133Q: 45 clusters Score -1.112682e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 160915 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59136 members 
Mstep: Class 5 contains 47842 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 16673 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11955 members 
Mstep: Class 18 contains 118290 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53142 members 
Mstep: Class 21 contains 21298 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 4556 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14224 members 
Mstep: Class 26 contains 93530 members 
Mstep: Class 27 contains 5660 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4576 members 
Mstep: Class 36 contains 14044 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8661 members 
Mstep: Class 39 contains 38005 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 830 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268160.000000 Penalty: 149391.406250
Iteration 134Q: 45 clusters Score -1.112682e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 160914 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59130 members 
Mstep: Class 5 contains 47840 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 81960 members 
Mstep: Class 17 contains 11954 members 
Mstep: Class 18 contains 118290 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53151 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 8361 members 
Mstep: Class 25 contains 14222 members 
Mstep: Class 26 contains 93526 members 
Mstep: Class 27 contains 5674 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4575 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8661 members 
Mstep: Class 39 contains 38001 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 829 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268240.000000 Penalty: 149391.406250
Iteration 135Q: 45 clusters Score -1.112682e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 160917 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 59127 members 
Mstep: Class 5 contains 47840 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 81961 members 
Mstep: Class 17 contains 11953 members 
Mstep: Class 18 contains 118292 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 8361 members 
Mstep: Class 25 contains 14220 members 
Mstep: Class 26 contains 93525 members 
Mstep: Class 27 contains 5680 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6017 members 
Mstep: Class 38 contains 8661 members 
Mstep: Class 39 contains 37991 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 829 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268232.000000 Penalty: 149391.406250
Iteration 136Q: 45 clusters Score -1.112682e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160917 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 59124 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 81962 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 118287 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53157 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14215 members 
Mstep: Class 26 contains 93520 members 
Mstep: Class 27 contains 5689 members 
Mstep: Class 28 contains 4693 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 8661 members 
Mstep: Class 39 contains 37987 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268176.000000 Penalty: 149391.406250
Iteration 137Q: 45 clusters Score -1.112682e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 160920 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 59120 members 
Mstep: Class 5 contains 47835 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 81963 members 
Mstep: Class 17 contains 11948 members 
Mstep: Class 18 contains 118280 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53165 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14212 members 
Mstep: Class 26 contains 93518 members 
Mstep: Class 27 contains 5699 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 8662 members 
Mstep: Class 39 contains 37986 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 832 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268152.000000 Penalty: 149391.406250
Iteration 138Q: 45 clusters Score -1.112682e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 160918 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59117 members 
Mstep: Class 5 contains 47833 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 16679 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 81968 members 
Mstep: Class 17 contains 11946 members 
Mstep: Class 18 contains 118268 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14209 members 
Mstep: Class 26 contains 93518 members 
Mstep: Class 27 contains 5709 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6017 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37991 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 832 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268200.000000 Penalty: 149391.406250
Iteration 139Q: 45 clusters Score -1.112682e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 160919 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59116 members 
Mstep: Class 5 contains 47830 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 16682 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 81967 members 
Mstep: Class 17 contains 11946 members 
Mstep: Class 18 contains 118267 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53170 members 
Mstep: Class 21 contains 21294 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4559 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14206 members 
Mstep: Class 26 contains 93518 members 
Mstep: Class 27 contains 5721 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4575 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6017 members 
Mstep: Class 38 contains 8665 members 
Mstep: Class 39 contains 37986 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 832 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268208.000000 Penalty: 149391.406250
Iteration 140F: 45 clusters Score -1.112682e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 160918 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59115 members 
Mstep: Class 5 contains 47825 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 16683 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 81969 members 
Mstep: Class 17 contains 11949 members 
Mstep: Class 18 contains 118263 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53171 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14201 members 
Mstep: Class 26 contains 93517 members 
Mstep: Class 27 contains 5729 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4576 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6017 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37986 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 833 members 
Mstep: Class 42 contains 3258 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268248.000000 Penalty: 149391.406250
Iteration 141Q: 45 clusters Score -1.112682e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 160919 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59112 members 
Mstep: Class 5 contains 47819 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 16683 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 81968 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 118260 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53168 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 14198 members 
Mstep: Class 26 contains 93513 members 
Mstep: Class 27 contains 5749 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4575 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37992 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 839 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268272.000000 Penalty: 149391.406250
Iteration 142Q: 45 clusters Score -1.112683e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 160920 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59106 members 
Mstep: Class 5 contains 47814 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 81968 members 
Mstep: Class 17 contains 11954 members 
Mstep: Class 18 contains 118259 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53168 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 8363 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 93514 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4575 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37989 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 839 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268320.000000 Penalty: 149391.406250
Iteration 143Q: 45 clusters Score -1.112683e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 160919 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 59105 members 
Mstep: Class 5 contains 47810 members 
Mstep: Class 6 contains 9880 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 81969 members 
Mstep: Class 17 contains 11956 members 
Mstep: Class 18 contains 118258 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14186 members 
Mstep: Class 26 contains 93516 members 
Mstep: Class 27 contains 5772 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3072 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37988 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 839 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268320.000000 Penalty: 149391.406250
Iteration 144Q: 45 clusters Score -1.112683e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160921 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59103 members 
Mstep: Class 5 contains 47807 members 
Mstep: Class 6 contains 9882 members 
Mstep: Class 7 contains 16691 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 81967 members 
Mstep: Class 17 contains 11954 members 
Mstep: Class 18 contains 118254 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53170 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 8365 members 
Mstep: Class 25 contains 14179 members 
Mstep: Class 26 contains 93515 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 8665 members 
Mstep: Class 39 contains 37990 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 840 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268288.000000 Penalty: 149391.406250
Iteration 145Q: 45 clusters Score -1.112683e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160924 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 59100 members 
Mstep: Class 5 contains 47807 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 16693 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 81967 members 
Mstep: Class 17 contains 11948 members 
Mstep: Class 18 contains 118251 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53171 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 8365 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93512 members 
Mstep: Class 27 contains 5790 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37989 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 842 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268320.000000 Penalty: 149391.406250
Iteration 146Q: 45 clusters Score -1.112683e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160925 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 59099 members 
Mstep: Class 5 contains 47804 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 16694 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81967 members 
Mstep: Class 17 contains 11947 members 
Mstep: Class 18 contains 118248 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53173 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 8365 members 
Mstep: Class 25 contains 14175 members 
Mstep: Class 26 contains 93508 members 
Mstep: Class 27 contains 5805 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37982 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 842 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268384.000000 Penalty: 149391.406250
Iteration 147Q: 45 clusters Score -1.112684e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160925 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 59097 members 
Mstep: Class 5 contains 47801 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 16697 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 5476 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 81968 members 
Mstep: Class 17 contains 11947 members 
Mstep: Class 18 contains 118245 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53174 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14177 members 
Mstep: Class 26 contains 93505 members 
Mstep: Class 27 contains 5816 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6020 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37978 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 843 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268368.000000 Penalty: 149391.406250
Iteration 148Q: 45 clusters Score -1.112684e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160926 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59095 members 
Mstep: Class 5 contains 47798 members 
Mstep: Class 6 contains 9880 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5474 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11945 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53176 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14175 members 
Mstep: Class 26 contains 93503 members 
Mstep: Class 27 contains 5828 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37978 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 844 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268232.000000 Penalty: 149391.406250
Iteration 149Q: 45 clusters Score -1.112682e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59094 members 
Mstep: Class 5 contains 47799 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16700 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5475 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11944 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53178 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14174 members 
Mstep: Class 26 contains 93500 members 
Mstep: Class 27 contains 5835 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37973 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268184.000000 Penalty: 149391.406250
Iteration 150Q: 45 clusters Score -1.112682e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59089 members 
Mstep: Class 5 contains 47798 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16705 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5475 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53178 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14174 members 
Mstep: Class 26 contains 93497 members 
Mstep: Class 27 contains 5842 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37973 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268232.000000 Penalty: 149391.406250
Iteration 151Q: 45 clusters Score -1.112682e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160929 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47797 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5474 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11942 members 
Mstep: Class 18 contains 118245 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53178 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4559 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14175 members 
Mstep: Class 26 contains 93497 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8664 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268176.000000 Penalty: 149391.406250
Iteration 152Q: 45 clusters Score -1.112682e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160930 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47797 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16705 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5472 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118245 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53178 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93497 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8665 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268160.000000 Penalty: 149391.406250
Iteration 153Q: 45 clusters Score -1.112682e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160929 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47797 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5470 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118245 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53180 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93497 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8665 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 149391.406250
Iteration 154Q: 45 clusters Score -1.112681e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160928 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47796 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118247 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53181 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14175 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37973 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268144.000000 Penalty: 149391.406250
Iteration 155Q: 45 clusters Score -1.112681e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160928 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53181 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37972 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268104.000000 Penalty: 149391.406250
Iteration 156Q: 45 clusters Score -1.112681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160928 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53182 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 149391.406250
Iteration 157Q: 45 clusters Score -1.112681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4562 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268080.000000 Penalty: 149391.406250
Iteration 158Q: 45 clusters Score -1.112681e+08 nChanged 1
Entering ConstructFrom: 
Score: -111268080.000000 Penalty: 149391.406250
Entering ConstructFrom: 
Trying to split cluster 1 (6988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Entering Unmasked Estep 
Score: -853223.562500 Penalty: 2195.283447
	Iteration 0F: 2 clusters Score -853223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -847525.062500 Penalty: 4390.566895
	Iteration 0F: 3 clusters Score -847525.1 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -849134.625000 Penalty: 4390.566895
	Iteration 1F: 3 clusters Score -849134.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -849571.812500 Penalty: 4390.566895
	Iteration 2F: 3 clusters Score -849571.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -850028.875000 Penalty: 4390.566895
	Iteration 3F: 3 clusters Score -850028.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -850494.250000 Penalty: 4390.566895
	Iteration 4F: 3 clusters Score -850494.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -850979.375000 Penalty: 4390.566895
	Iteration 5F: 3 clusters Score -850979.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -851373.875000 Penalty: 4390.566895
	Iteration 6F: 3 clusters Score -851373.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -851606.062500 Penalty: 4390.566895
	Iteration 7Q: 3 clusters Score -851606.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -851734.500000 Penalty: 4390.566895
	Iteration 8Q: 3 clusters Score -851734.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -851826.625000 Penalty: 4390.566895
	Iteration 9Q: 3 clusters Score -851826.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -851896.062500 Penalty: 4390.566895
	Iteration 10Q: 3 clusters Score -851896.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -851941.812500 Penalty: 4390.566895
	Iteration 11Q: 3 clusters Score -851941.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -851980.750000 Penalty: 4390.566895
	Iteration 12Q: 3 clusters Score -851980.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -852006.812500 Penalty: 4390.566895
	Iteration 13Q: 3 clusters Score -852006.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -852027.875000 Penalty: 4390.566895
	Iteration 14Q: 3 clusters Score -852027.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -852041.625000 Penalty: 4390.566895
	Iteration 15Q: 3 clusters Score -852041.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -852053.312500 Penalty: 4390.566895
	Iteration 16Q: 3 clusters Score -852053.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -852061.250000 Penalty: 4390.566895
	Iteration 17Q: 3 clusters Score -852061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -852068.375000 Penalty: 4390.566895
	Iteration 18Q: 3 clusters Score -852068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -852074.000000 Penalty: 4390.566895
	Iteration 19Q: 3 clusters Score -852074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -852079.625000 Penalty: 4390.566895
	Iteration 20F: 3 clusters Score -852079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -852080.187500 Penalty: 4390.566895
	Iteration 21Q: 3 clusters Score -852080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -852083.312500 Penalty: 4390.566895
	Iteration 22Q: 3 clusters Score -852083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -852084.437500 Penalty: 4390.566895
	Iteration 23Q: 3 clusters Score -852084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -852085.750000 Penalty: 4390.566895
	Iteration 24Q: 3 clusters Score -852085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -852086.437500 Penalty: 4390.566895
	Iteration 25Q: 3 clusters Score -852086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -852086.375000 Penalty: 4390.566895
	Iteration 26Q: 3 clusters Score -852086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -852087.625000 Penalty: 4390.566895
	Iteration 27Q: 3 clusters Score -852087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -852086.750000 Penalty: 4390.566895
	Iteration 28Q: 3 clusters Score -852086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -852086.812500 Penalty: 4390.566895
	Iteration 29Q: 3 clusters Score -852086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -852088.000000 Penalty: 4390.566895
	Iteration 30Q: 3 clusters Score -852088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852089.625000 Penalty: 4390.566895
	Iteration 31Q: 3 clusters Score -852089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -852089.062500 Penalty: 4390.566895
	Iteration 32Q: 3 clusters Score -852089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852088.687500 Penalty: 4390.566895
	Iteration 33Q: 3 clusters Score -852088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852088.687500 Penalty: 4390.566895
	Iteration 34F: 3 clusters Score -852088.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160927 members 
Entering Unmasked Estep 
Score: -21088542.000000 Penalty: 2973.199219
	Iteration 0F: 2 clusters Score -2.108854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -20980908.000000 Penalty: 5946.398438
	Iteration 0F: 3 clusters Score -2.098091e+07 nChanged 77024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -21025366.000000 Penalty: 5946.398438
	Iteration 1F: 3 clusters Score -2.102537e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -21026308.000000 Penalty: 5946.398438
	Iteration 2Q: 3 clusters Score -2.102631e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -21027348.000000 Penalty: 5946.398438
	Iteration 3Q: 3 clusters Score -2.102735e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -21028596.000000 Penalty: 5946.398438
	Iteration 4Q: 3 clusters Score -2.10286e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -21030542.000000 Penalty: 5946.398438
	Iteration 5Q: 3 clusters Score -2.103054e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -21033392.000000 Penalty: 5946.398438
	Iteration 6Q: 3 clusters Score -2.103339e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -21037246.000000 Penalty: 5946.398438
	Iteration 7F: 3 clusters Score -2.103725e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -21042682.000000 Penalty: 5946.398438
	Iteration 8F: 3 clusters Score -2.104268e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -21049398.000000 Penalty: 5946.398438
	Iteration 9F: 3 clusters Score -2.10494e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 124745 members 
Entering Unmasked Estep 
Score: -21057192.000000 Penalty: 5946.398438
	Iteration 10F: 3 clusters Score -2.105719e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 133603 members 
Entering Unmasked Estep 
Score: -21064832.000000 Penalty: 5946.398438
	Iteration 11F: 3 clusters Score -2.106483e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -21071096.000000 Penalty: 5946.398438
	Iteration 12Q: 3 clusters Score -2.10711e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 145799 members 
Entering Unmasked Estep 
Score: -21075530.000000 Penalty: 5946.398438
	Iteration 13Q: 3 clusters Score -2.107553e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -21078774.000000 Penalty: 5946.398438
	Iteration 14Q: 3 clusters Score -2.107877e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -21081036.000000 Penalty: 5946.398438
	Iteration 15Q: 3 clusters Score -2.108104e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -21082588.000000 Penalty: 5946.398438
	Iteration 16Q: 3 clusters Score -2.108259e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -21083542.000000 Penalty: 5946.398438
	Iteration 17Q: 3 clusters Score -2.108354e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -21084320.000000 Penalty: 5946.398438
	Iteration 18Q: 3 clusters Score -2.108432e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -21084858.000000 Penalty: 5946.398438
	Iteration 19Q: 3 clusters Score -2.108486e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 157691 members 
Entering Unmasked Estep 
Score: -21085116.000000 Penalty: 5946.398438
	Iteration 20F: 3 clusters Score -2.108512e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -21085316.000000 Penalty: 5946.398438
	Iteration 21Q: 3 clusters Score -2.108532e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -21085518.000000 Penalty: 5946.398438
	Iteration 22Q: 3 clusters Score -2.108552e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -21085590.000000 Penalty: 5946.398438
	Iteration 23Q: 3 clusters Score -2.108559e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -21085718.000000 Penalty: 5946.398438
	Iteration 24Q: 3 clusters Score -2.108572e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -21085768.000000 Penalty: 5946.398438
	Iteration 25Q: 3 clusters Score -2.108577e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 159090 members 
Entering Unmasked Estep 
Score: -21085802.000000 Penalty: 5946.398438
	Iteration 26Q: 3 clusters Score -2.10858e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -21085840.000000 Penalty: 5946.398438
	Iteration 27Q: 3 clusters Score -2.108584e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 159248 members 
Entering Unmasked Estep 
Score: -21085882.000000 Penalty: 5946.398438
	Iteration 28Q: 3 clusters Score -2.108588e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -21085900.000000 Penalty: 5946.398438
	Iteration 29Q: 3 clusters Score -2.10859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -21085904.000000 Penalty: 5946.398438
	Iteration 30Q: 3 clusters Score -2.10859e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -21085898.000000 Penalty: 5946.398438
	Iteration 31Q: 3 clusters Score -2.10859e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -21085906.000000 Penalty: 5946.398438
	Iteration 32Q: 3 clusters Score -2.108591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -21085920.000000 Penalty: 5946.398438
	Iteration 33Q: 3 clusters Score -2.108592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -21085934.000000 Penalty: 5946.398438
	Iteration 34Q: 3 clusters Score -2.108593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -21085926.000000 Penalty: 5946.398438
	Iteration 35Q: 3 clusters Score -2.108593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 159540 members 
Entering Unmasked Estep 
Score: -21085932.000000 Penalty: 5946.398438
	Iteration 36Q: 3 clusters Score -2.108593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -21085950.000000 Penalty: 5946.398438
	Iteration 37Q: 3 clusters Score -2.108595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -21085948.000000 Penalty: 5946.398438
	Iteration 38Q: 3 clusters Score -2.108595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 159580 members 
Entering Unmasked Estep 
Score: -21085970.000000 Penalty: 5946.398438
	Iteration 39Q: 3 clusters Score -2.108597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -21085948.000000 Penalty: 5946.398438
	Iteration 40F: 3 clusters Score -2.108595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 159608 members 
Entering Unmasked Estep 
Score: -21085980.000000 Penalty: 5946.398438
	Iteration 41Q: 3 clusters Score -2.108598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -21085992.000000 Penalty: 5946.398438
	Iteration 42Q: 3 clusters Score -2.108599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -21085976.000000 Penalty: 5946.398438
	Iteration 43Q: 3 clusters Score -2.108598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -21086002.000000 Penalty: 5946.398438
	Iteration 44Q: 3 clusters Score -2.1086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -21085990.000000 Penalty: 5946.398438
	Iteration 45Q: 3 clusters Score -2.108599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -21086016.000000 Penalty: 5946.398438
	Iteration 46Q: 3 clusters Score -2.108602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -21086020.000000 Penalty: 5946.398438
	Iteration 47Q: 3 clusters Score -2.108602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -21086026.000000 Penalty: 5946.398438
	Iteration 48Q: 3 clusters Score -2.108603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -21086020.000000 Penalty: 5946.398438
	Iteration 49Q: 3 clusters Score -2.108602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -21086030.000000 Penalty: 5946.398438
	Iteration 50Q: 3 clusters Score -2.108603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -21086014.000000 Penalty: 5946.398438
	Iteration 51Q: 3 clusters Score -2.108601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 159742 members 
Entering Unmasked Estep 
Score: -21086014.000000 Penalty: 5946.398438
	Iteration 52Q: 3 clusters Score -2.108601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21086020.000000 Penalty: 5946.398438
	Iteration 53Q: 3 clusters Score -2.108602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 159763 members 
Entering Unmasked Estep 
Score: -21086026.000000 Penalty: 5946.398438
	Iteration 54Q: 3 clusters Score -2.108603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -21086020.000000 Penalty: 5946.398438
	Iteration 55Q: 3 clusters Score -2.108602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -21086044.000000 Penalty: 5946.398438
	Iteration 56Q: 3 clusters Score -2.108604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 159785 members 
Entering Unmasked Estep 
Score: -21086038.000000 Penalty: 5946.398438
	Iteration 57Q: 3 clusters Score -2.108604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 159794 members 
Entering Unmasked Estep 
Score: -21086028.000000 Penalty: 5946.398438
	Iteration 58Q: 3 clusters Score -2.108603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 159799 members 
Entering Unmasked Estep 
Score: -21086042.000000 Penalty: 5946.398438
	Iteration 59Q: 3 clusters Score -2.108604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 159805 members 
Entering Unmasked Estep 
Score: -21086054.000000 Penalty: 5946.398438
	Iteration 60F: 3 clusters Score -2.108605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -21086056.000000 Penalty: 5946.398438
	Iteration 61Q: 3 clusters Score -2.108606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 159811 members 
Entering Unmasked Estep 
Score: -21086054.000000 Penalty: 5946.398438
	Iteration 62Q: 3 clusters Score -2.108605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -21086056.000000 Penalty: 5946.398438
	Iteration 63Q: 3 clusters Score -2.108606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -21086056.000000 Penalty: 5946.398438
	Iteration 64F: 3 clusters Score -2.108606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -786671.312500 Penalty: 2165.691406
	Iteration 0F: 2 clusters Score -786671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -781431.750000 Penalty: 4331.382812
	Iteration 0F: 3 clusters Score -781431.8 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -782754.312500 Penalty: 4331.382812
	Iteration 1F: 3 clusters Score -782754.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -783090.312500 Penalty: 4331.382812
	Iteration 2F: 3 clusters Score -783090.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -783420.312500 Penalty: 4331.382812
	Iteration 3F: 3 clusters Score -783420.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -783839.187500 Penalty: 4331.382812
	Iteration 4F: 3 clusters Score -783839.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -784236.187500 Penalty: 4331.382812
	Iteration 5F: 3 clusters Score -784236.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -784568.000000 Penalty: 4331.382812
	Iteration 6F: 3 clusters Score -784568 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -784814.437500 Penalty: 4331.382812
	Iteration 7F: 3 clusters Score -784814.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -784964.625000 Penalty: 4331.382812
	Iteration 8Q: 3 clusters Score -784964.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -785048.000000 Penalty: 4331.382812
	Iteration 9Q: 3 clusters Score -785048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -785102.375000 Penalty: 4331.382812
	Iteration 10Q: 3 clusters Score -785102.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -785143.875000 Penalty: 4331.382812
	Iteration 11Q: 3 clusters Score -785143.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -785176.250000 Penalty: 4331.382812
	Iteration 12Q: 3 clusters Score -785176.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -785200.687500 Penalty: 4331.382812
	Iteration 13Q: 3 clusters Score -785200.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -785222.125000 Penalty: 4331.382812
	Iteration 14Q: 3 clusters Score -785222.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -785234.250000 Penalty: 4331.382812
	Iteration 15Q: 3 clusters Score -785234.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -785250.375000 Penalty: 4331.382812
	Iteration 16Q: 3 clusters Score -785250.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -785261.687500 Penalty: 4331.382812
	Iteration 17Q: 3 clusters Score -785261.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -785272.125000 Penalty: 4331.382812
	Iteration 18Q: 3 clusters Score -785272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -785276.250000 Penalty: 4331.382812
	Iteration 19Q: 3 clusters Score -785276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -785283.187500 Penalty: 4331.382812
	Iteration 20F: 3 clusters Score -785283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -785286.625000 Penalty: 4331.382812
	Iteration 21Q: 3 clusters Score -785286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -785286.437500 Penalty: 4331.382812
	Iteration 22Q: 3 clusters Score -785286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -785287.750000 Penalty: 4331.382812
	Iteration 23Q: 3 clusters Score -785287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -785287.687500 Penalty: 4331.382812
	Iteration 24Q: 3 clusters Score -785287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -785288.562500 Penalty: 4331.382812
	Iteration 25Q: 3 clusters Score -785288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -785288.687500 Penalty: 4331.382812
	Iteration 26Q: 3 clusters Score -785288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -785289.312500 Penalty: 4331.382812
	Iteration 27Q: 3 clusters Score -785289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -785290.250000 Penalty: 4331.382812
	Iteration 28Q: 3 clusters Score -785290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -785290.875000 Penalty: 4331.382812
	Iteration 29Q: 3 clusters Score -785290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -785291.187500 Penalty: 4331.382812
	Iteration 30Q: 3 clusters Score -785291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -785291.250000 Penalty: 4331.382812
	Iteration 31Q: 3 clusters Score -785291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -785291.375000 Penalty: 4331.382812
	Iteration 32Q: 3 clusters Score -785291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -785291.375000 Penalty: 4331.382812
	Iteration 33F: 3 clusters Score -785291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Entering Unmasked Estep 
Score: -7663251.500000 Penalty: 2724.722168
	Iteration 0F: 2 clusters Score -7663252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -7623488.000000 Penalty: 5449.444336
	Iteration 0F: 3 clusters Score -7623488 nChanged 27657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -7638935.500000 Penalty: 5449.444336
	Iteration 1F: 3 clusters Score -7638936 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -7639647.500000 Penalty: 5449.444336
	Iteration 2Q: 3 clusters Score -7639648 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -7640651.500000 Penalty: 5449.444336
	Iteration 3Q: 3 clusters Score -7640652 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -7642112.500000 Penalty: 5449.444336
	Iteration 4Q: 3 clusters Score -7642112 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -7644427.000000 Penalty: 5449.444336
	Iteration 5F: 3 clusters Score -7644427 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -7648195.500000 Penalty: 5449.444336
	Iteration 6F: 3 clusters Score -7648196 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -7652874.500000 Penalty: 5449.444336
	Iteration 7F: 3 clusters Score -7652874 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7656967.500000 Penalty: 5449.444336
	Iteration 8F: 3 clusters Score -7656968 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7659258.000000 Penalty: 5449.444336
	Iteration 9Q: 3 clusters Score -7659258 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7660208.000000 Penalty: 5449.444336
	Iteration 10Q: 3 clusters Score -7660208 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7660540.000000 Penalty: 5449.444336
	Iteration 11Q: 3 clusters Score -7660540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7660666.000000 Penalty: 5449.444336
	Iteration 12Q: 3 clusters Score -7660666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7660722.500000 Penalty: 5449.444336
	Iteration 13Q: 3 clusters Score -7660722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7660770.000000 Penalty: 5449.444336
	Iteration 14Q: 3 clusters Score -7660770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7660820.000000 Penalty: 5449.444336
	Iteration 15Q: 3 clusters Score -7660820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7660848.000000 Penalty: 5449.444336
	Iteration 16Q: 3 clusters Score -7660848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7660852.500000 Penalty: 5449.444336
	Iteration 17Q: 3 clusters Score -7660852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7660867.000000 Penalty: 5449.444336
	Iteration 18Q: 3 clusters Score -7660867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7660869.000000 Penalty: 5449.444336
	Iteration 19Q: 3 clusters Score -7660869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7660875.000000 Penalty: 5449.444336
	Iteration 20F: 3 clusters Score -7660875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7660889.500000 Penalty: 5449.444336
	Iteration 21Q: 3 clusters Score -7660890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7660894.500000 Penalty: 5449.444336
	Iteration 22Q: 3 clusters Score -7660894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7660893.500000 Penalty: 5449.444336
	Iteration 23Q: 3 clusters Score -7660894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7660891.500000 Penalty: 5449.444336
	Iteration 24Q: 3 clusters Score -7660892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7660894.000000 Penalty: 5449.444336
	Iteration 25Q: 3 clusters Score -7660894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7660898.500000 Penalty: 5449.444336
	Iteration 26Q: 3 clusters Score -7660898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7660896.500000 Penalty: 5449.444336
	Iteration 27Q: 3 clusters Score -7660896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7660902.000000 Penalty: 5449.444336
	Iteration 28Q: 3 clusters Score -7660902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7660912.500000 Penalty: 5449.444336
	Iteration 29Q: 3 clusters Score -7660912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7660913.500000 Penalty: 5449.444336
	Iteration 30Q: 3 clusters Score -7660914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7660911.500000 Penalty: 5449.444336
	Iteration 31Q: 3 clusters Score -7660912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7660915.000000 Penalty: 5449.444336
	Iteration 32Q: 3 clusters Score -7660915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7660913.500000 Penalty: 5449.444336
	Iteration 33Q: 3 clusters Score -7660914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7660919.000000 Penalty: 5449.444336
	Iteration 34Q: 3 clusters Score -7660919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7660917.000000 Penalty: 5449.444336
	Iteration 35Q: 3 clusters Score -7660917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7660922.000000 Penalty: 5449.444336
	Iteration 36Q: 3 clusters Score -7660922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7660919.500000 Penalty: 5449.444336
	Iteration 37Q: 3 clusters Score -7660920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7660919.500000 Penalty: 5449.444336
	Iteration 38F: 3 clusters Score -7660920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Entering Unmasked Estep 
Score: -6181679.000000 Penalty: 2672.119629
	Iteration 0F: 2 clusters Score -6181679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6149242.000000 Penalty: 5344.239258
	Iteration 0F: 3 clusters Score -6149242 nChanged 22065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6161976.500000 Penalty: 5344.239258
	Iteration 1F: 3 clusters Score -6161976 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -6163137.500000 Penalty: 5344.239258
	Iteration 2F: 3 clusters Score -6163138 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -6164909.000000 Penalty: 5344.239258
	Iteration 3F: 3 clusters Score -6164909 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -6167412.000000 Penalty: 5344.239258
	Iteration 4F: 3 clusters Score -6167412 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -6170532.500000 Penalty: 5344.239258
	Iteration 5F: 3 clusters Score -6170532 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -6173363.500000 Penalty: 5344.239258
	Iteration 6F: 3 clusters Score -6173364 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6175412.000000 Penalty: 5344.239258
	Iteration 7F: 3 clusters Score -6175412 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6176757.000000 Penalty: 5344.239258
	Iteration 8Q: 3 clusters Score -6176757 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6177733.000000 Penalty: 5344.239258
	Iteration 9Q: 3 clusters Score -6177733 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6178456.500000 Penalty: 5344.239258
	Iteration 10Q: 3 clusters Score -6178456 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6178875.500000 Penalty: 5344.239258
	Iteration 11Q: 3 clusters Score -6178876 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6179134.500000 Penalty: 5344.239258
	Iteration 12Q: 3 clusters Score -6179134 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6179343.500000 Penalty: 5344.239258
	Iteration 13Q: 3 clusters Score -6179344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6179485.500000 Penalty: 5344.239258
	Iteration 14Q: 3 clusters Score -6179486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6179589.500000 Penalty: 5344.239258
	Iteration 15Q: 3 clusters Score -6179590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6179665.000000 Penalty: 5344.239258
	Iteration 16Q: 3 clusters Score -6179665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6179709.500000 Penalty: 5344.239258
	Iteration 17Q: 3 clusters Score -6179710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6179724.000000 Penalty: 5344.239258
	Iteration 18Q: 3 clusters Score -6179724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6179751.500000 Penalty: 5344.239258
	Iteration 19Q: 3 clusters Score -6179752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6179750.500000 Penalty: 5344.239258
	Iteration 20F: 3 clusters Score -6179750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6179753.000000 Penalty: 5344.239258
	Iteration 21Q: 3 clusters Score -6179753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6179758.000000 Penalty: 5344.239258
	Iteration 22Q: 3 clusters Score -6179758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6179762.000000 Penalty: 5344.239258
	Iteration 23Q: 3 clusters Score -6179762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6179767.500000 Penalty: 5344.239258
	Iteration 24Q: 3 clusters Score -6179768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6179780.500000 Penalty: 5344.239258
	Iteration 25Q: 3 clusters Score -6179780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6179781.500000 Penalty: 5344.239258
	Iteration 26Q: 3 clusters Score -6179782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6179785.000000 Penalty: 5344.239258
	Iteration 27Q: 3 clusters Score -6179785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6179783.000000 Penalty: 5344.239258
	Iteration 28Q: 3 clusters Score -6179783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6179782.000000 Penalty: 5344.239258
	Iteration 29Q: 3 clusters Score -6179782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6179790.000000 Penalty: 5344.239258
	Iteration 30Q: 3 clusters Score -6179790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6179791.500000 Penalty: 5344.239258
	Iteration 31Q: 3 clusters Score -6179792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6179791.500000 Penalty: 5344.239258
	Iteration 32F: 3 clusters Score -6179792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1280424.125000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1280424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1272803.000000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1272803 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1275024.000000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1275024 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1275435.375000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1275435 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1275780.500000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1275780 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1276168.250000 Penalty: 4562.189941
	Iteration 4F: 3 clusters Score -1276168 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1276587.000000 Penalty: 4562.189941
	Iteration 5F: 3 clusters Score -1276587 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1277079.000000 Penalty: 4562.189941
	Iteration 6F: 3 clusters Score -1277079 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1277577.250000 Penalty: 4562.189941
	Iteration 7F: 3 clusters Score -1277577 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1277959.625000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1277960 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1278244.500000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1278244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1278520.375000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1278520 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1278784.875000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1278785 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1278994.875000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1278995 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1279164.750000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1279165 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1279285.375000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1279285 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1279369.375000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1279369 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1279414.375000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1279414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1279451.375000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1279451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1279478.125000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1279478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1279488.875000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1279489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1279498.750000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1279499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1279505.125000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1279505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1279511.375000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1279511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1279516.875000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1279517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1279519.375000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1279519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1279517.625000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1279518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1279520.750000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1279521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1279520.250000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1279520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1279519.750000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1279520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1279518.500000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1279518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1279521.125000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1279521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1279521.125000 Penalty: 4562.189941
	Iteration 31F: 3 clusters Score -1279521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Entering Unmasked Estep 
Score: -2029058.125000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -2029058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2017057.875000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -2017058 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2021513.000000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -2021513 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2022623.875000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -2022624 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2023954.250000 Penalty: 4822.808594
	Iteration 3F: 3 clusters Score -2023954 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2025357.250000 Penalty: 4822.808594
	Iteration 4F: 3 clusters Score -2025357 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2026438.625000 Penalty: 4822.808594
	Iteration 5F: 3 clusters Score -2026439 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2027062.250000 Penalty: 4822.808594
	Iteration 6F: 3 clusters Score -2027062 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2027443.375000 Penalty: 4822.808594
	Iteration 7Q: 3 clusters Score -2027443 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2027635.375000 Penalty: 4822.808594
	Iteration 8Q: 3 clusters Score -2027635 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2027735.500000 Penalty: 4822.808594
	Iteration 9Q: 3 clusters Score -2027736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2027796.250000 Penalty: 4822.808594
	Iteration 10Q: 3 clusters Score -2027796 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2027828.000000 Penalty: 4822.808594
	Iteration 11Q: 3 clusters Score -2027828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2027846.000000 Penalty: 4822.808594
	Iteration 12Q: 3 clusters Score -2027846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2027856.250000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -2027856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2027866.875000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -2027867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2027871.375000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -2027871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2027870.500000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -2027870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2027871.500000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -2027872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2027871.000000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -2027871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2027874.250000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -2027874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2027873.500000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -2027874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2027870.375000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -2027870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2027872.625000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -2027873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2027872.625000 Penalty: 4822.808594
	Iteration 23F: 3 clusters Score -2027873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -118624.234375 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -118624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116769.648438 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -116769.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117004.921875 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -117004.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117071.789062 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -117071.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117112.593750 Penalty: 3391.317139
	Iteration 3Q: 3 clusters Score -117112.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117147.656250 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -117147.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117173.945312 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -117173.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117196.898438 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -117196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117227.562500 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -117227.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117270.671875 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -117270.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117304.554688 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -117304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117341.593750 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -117341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117356.890625 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -117356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117366.882812 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -117366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117372.296875 Penalty: 3391.317139
	Iteration 13Q: 3 clusters Score -117372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117376.039062 Penalty: 3391.317139
	Iteration 14Q: 3 clusters Score -117376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117380.781250 Penalty: 3391.317139
	Iteration 15Q: 3 clusters Score -117380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117387.335938 Penalty: 3391.317139
	Iteration 16Q: 3 clusters Score -117387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117388.828125 Penalty: 3391.317139
	Iteration 17F: 3 clusters Score -117388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117401.117188 Penalty: 3391.317139
	Iteration 18Q: 3 clusters Score -117401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117408.523438 Penalty: 3391.317139
	Iteration 19Q: 3 clusters Score -117408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117415.156250 Penalty: 3391.317139
	Iteration 20F: 3 clusters Score -117415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117418.421875 Penalty: 3391.317139
	Iteration 21Q: 3 clusters Score -117418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117421.796875 Penalty: 3391.317139
	Iteration 22Q: 3 clusters Score -117421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117425.781250 Penalty: 3391.317139
	Iteration 23Q: 3 clusters Score -117425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117430.796875 Penalty: 3391.317139
	Iteration 24Q: 3 clusters Score -117430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117430.796875 Penalty: 3391.317139
	Iteration 25F: 3 clusters Score -117430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1469811.625000 Penalty: 2313.242432
	Iteration 0F: 2 clusters Score -1469812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1461416.250000 Penalty: 4626.484863
	Iteration 0F: 3 clusters Score -1461416 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1463978.750000 Penalty: 4626.484863
	Iteration 1F: 3 clusters Score -1463979 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1464645.250000 Penalty: 4626.484863
	Iteration 2F: 3 clusters Score -1464645 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1465535.000000 Penalty: 4626.484863
	Iteration 3F: 3 clusters Score -1465535 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1466537.375000 Penalty: 4626.484863
	Iteration 4F: 3 clusters Score -1466537 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1467351.500000 Penalty: 4626.484863
	Iteration 5F: 3 clusters Score -1467352 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1467881.000000 Penalty: 4626.484863
	Iteration 6F: 3 clusters Score -1467881 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1468164.500000 Penalty: 4626.484863
	Iteration 7Q: 3 clusters Score -1468164 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1468321.750000 Penalty: 4626.484863
	Iteration 8Q: 3 clusters Score -1468322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1468415.250000 Penalty: 4626.484863
	Iteration 9Q: 3 clusters Score -1468415 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1468484.375000 Penalty: 4626.484863
	Iteration 10Q: 3 clusters Score -1468484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1468544.000000 Penalty: 4626.484863
	Iteration 11Q: 3 clusters Score -1468544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1468598.875000 Penalty: 4626.484863
	Iteration 12Q: 3 clusters Score -1468599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1468645.625000 Penalty: 4626.484863
	Iteration 13Q: 3 clusters Score -1468646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1468682.875000 Penalty: 4626.484863
	Iteration 14Q: 3 clusters Score -1468683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1468709.250000 Penalty: 4626.484863
	Iteration 15Q: 3 clusters Score -1468709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1468731.250000 Penalty: 4626.484863
	Iteration 16Q: 3 clusters Score -1468731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1468758.125000 Penalty: 4626.484863
	Iteration 17Q: 3 clusters Score -1468758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1468769.875000 Penalty: 4626.484863
	Iteration 18Q: 3 clusters Score -1468770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1468786.125000 Penalty: 4626.484863
	Iteration 19Q: 3 clusters Score -1468786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1468794.500000 Penalty: 4626.484863
	Iteration 20F: 3 clusters Score -1468794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1468798.875000 Penalty: 4626.484863
	Iteration 21Q: 3 clusters Score -1468799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1468804.250000 Penalty: 4626.484863
	Iteration 22Q: 3 clusters Score -1468804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1468807.375000 Penalty: 4626.484863
	Iteration 23Q: 3 clusters Score -1468807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1468811.500000 Penalty: 4626.484863
	Iteration 24Q: 3 clusters Score -1468812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1468818.000000 Penalty: 4626.484863
	Iteration 25Q: 3 clusters Score -1468818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1468825.625000 Penalty: 4626.484863
	Iteration 26Q: 3 clusters Score -1468826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1468829.750000 Penalty: 4626.484863
	Iteration 27Q: 3 clusters Score -1468830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1468834.500000 Penalty: 4626.484863
	Iteration 28Q: 3 clusters Score -1468834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1468834.875000 Penalty: 4626.484863
	Iteration 29Q: 3 clusters Score -1468835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1468841.875000 Penalty: 4626.484863
	Iteration 30Q: 3 clusters Score -1468842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1468846.250000 Penalty: 4626.484863
	Iteration 31Q: 3 clusters Score -1468846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1468845.875000 Penalty: 4626.484863
	Iteration 32Q: 3 clusters Score -1468846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1468848.750000 Penalty: 4626.484863
	Iteration 33Q: 3 clusters Score -1468849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1468851.875000 Penalty: 4626.484863
	Iteration 34Q: 3 clusters Score -1468852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1468852.125000 Penalty: 4626.484863
	Iteration 35Q: 3 clusters Score -1468852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1468853.250000 Penalty: 4626.484863
	Iteration 36Q: 3 clusters Score -1468853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1468856.250000 Penalty: 4626.484863
	Iteration 37Q: 3 clusters Score -1468856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1468854.000000 Penalty: 4626.484863
	Iteration 38Q: 3 clusters Score -1468854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1468855.875000 Penalty: 4626.484863
	Iteration 39Q: 3 clusters Score -1468856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1468854.250000 Penalty: 4626.484863
	Iteration 40F: 3 clusters Score -1468854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1468854.125000 Penalty: 4626.484863
	Iteration 41Q: 3 clusters Score -1468854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1468856.250000 Penalty: 4626.484863
	Iteration 42Q: 3 clusters Score -1468856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1468857.375000 Penalty: 4626.484863
	Iteration 43Q: 3 clusters Score -1468857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1468858.625000 Penalty: 4626.484863
	Iteration 44Q: 3 clusters Score -1468859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1468858.625000 Penalty: 4626.484863
	Iteration 45F: 3 clusters Score -1468859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -699106.687500 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -699106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -694288.250000 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -694288.2 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -695514.000000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -695514 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -695910.312500 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -695910.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -696232.375000 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -696232.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -696487.562500 Penalty: 4268.907715
	Iteration 4F: 3 clusters Score -696487.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -696723.375000 Penalty: 4268.907715
	Iteration 5F: 3 clusters Score -696723.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -696899.250000 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -696899.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -697031.125000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -697031.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -697147.437500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -697147.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -697246.125000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -697246.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -697317.187500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -697317.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -697393.500000 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -697393.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -697454.375000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -697454.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -697490.812500 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -697490.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -697526.750000 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -697526.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -697572.187500 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -697572.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -697630.750000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -697630.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -697694.125000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -697694.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -697760.187500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -697760.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -697839.250000 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -697839.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -697942.625000 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -697942.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -698061.250000 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -698061.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -698200.437500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -698200.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -698322.312500 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -698322.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -698426.500000 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -698426.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -698506.937500 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -698506.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -698582.187500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -698582.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -698643.125000 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -698643.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -698699.250000 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -698699.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -698746.000000 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -698746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -698781.187500 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -698781.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -698801.125000 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -698801.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -698816.812500 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -698816.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -698832.062500 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -698832.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -698840.500000 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -698840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -698845.937500 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -698845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -698853.562500 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -698853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -698865.375000 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -698865.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -698872.000000 Penalty: 4268.907715
	Iteration 38Q: 3 clusters Score -698872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -698882.500000 Penalty: 4268.907715
	Iteration 39Q: 3 clusters Score -698882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -698890.437500 Penalty: 4268.907715
	Iteration 40F: 3 clusters Score -698890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -698895.625000 Penalty: 4268.907715
	Iteration 41Q: 3 clusters Score -698895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -698898.875000 Penalty: 4268.907715
	Iteration 42Q: 3 clusters Score -698898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -698901.937500 Penalty: 4268.907715
	Iteration 43Q: 3 clusters Score -698901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -698902.812500 Penalty: 4268.907715
	Iteration 44Q: 3 clusters Score -698902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -698906.125000 Penalty: 4268.907715
	Iteration 45Q: 3 clusters Score -698906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -698908.312500 Penalty: 4268.907715
	Iteration 46Q: 3 clusters Score -698908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -698909.500000 Penalty: 4268.907715
	Iteration 47Q: 3 clusters Score -698909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -698912.250000 Penalty: 4268.907715
	Iteration 48Q: 3 clusters Score -698912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -698913.875000 Penalty: 4268.907715
	Iteration 49Q: 3 clusters Score -698913.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -698919.687500 Penalty: 4268.907715
	Iteration 50Q: 3 clusters Score -698919.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -698921.562500 Penalty: 4268.907715
	Iteration 51Q: 3 clusters Score -698921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -698922.812500 Penalty: 4268.907715
	Iteration 52Q: 3 clusters Score -698922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -698925.625000 Penalty: 4268.907715
	Iteration 53Q: 3 clusters Score -698925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -698924.562500 Penalty: 4268.907715
	Iteration 54Q: 3 clusters Score -698924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -698924.562500 Penalty: 4268.907715
	Iteration 55F: 3 clusters Score -698924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32575.261719 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -32575.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31427.058594 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -31427.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31679.484375 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -31679.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31768.851562 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -31768.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31814.242188 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -31814.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31888.789062 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -31888.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31905.216797 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -31905.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31909.439453 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -31909.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31912.638672 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -31912.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31920.974609 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -31920.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31926.779297 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -31926.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31926.779297 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -31926.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -151911.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -151911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -149758.375000 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -149758.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -150183.265625 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -150183.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150339.515625 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -150339.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150436.484375 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -150436.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150479.578125 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -150479.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150509.093750 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -150509.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -150540.421875 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -150540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -150562.406250 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -150562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150574.031250 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -150574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150584.375000 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -150584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150589.453125 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -150589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -150604.640625 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -150604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -150611.875000 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -150611.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150628.078125 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -150628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150634.234375 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -150634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150643.375000 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -150643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -150647.343750 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -150647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -150648.734375 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -150648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -150650.703125 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -150650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150651.906250 Penalty: 3550.236816
	Iteration 19Q: 3 clusters Score -150651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -150654.578125 Penalty: 3550.236816
	Iteration 20F: 3 clusters Score -150654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150657.671875 Penalty: 3550.236816
	Iteration 21Q: 3 clusters Score -150657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150659.062500 Penalty: 3550.236816
	Iteration 22Q: 3 clusters Score -150659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -150660.390625 Penalty: 3550.236816
	Iteration 23Q: 3 clusters Score -150660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150663.765625 Penalty: 3550.236816
	Iteration 24Q: 3 clusters Score -150663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150664.750000 Penalty: 3550.236816
	Iteration 25Q: 3 clusters Score -150664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150670.250000 Penalty: 3550.236816
	Iteration 26Q: 3 clusters Score -150670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150671.593750 Penalty: 3550.236816
	Iteration 27Q: 3 clusters Score -150671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150671.593750 Penalty: 3550.236816
	Iteration 28F: 3 clusters Score -150671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -199387.406250 Penalty: 1850.771729
	Iteration 0F: 2 clusters Score -199387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196938.281250 Penalty: 3701.543457
	Iteration 0F: 3 clusters Score -196938.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197567.375000 Penalty: 3701.543457
	Iteration 1F: 3 clusters Score -197567.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -197788.062500 Penalty: 3701.543457
	Iteration 2F: 3 clusters Score -197788.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197928.562500 Penalty: 3701.543457
	Iteration 3F: 3 clusters Score -197928.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -198037.671875 Penalty: 3701.543457
	Iteration 4Q: 3 clusters Score -198037.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -198111.781250 Penalty: 3701.543457
	Iteration 5Q: 3 clusters Score -198111.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -198169.640625 Penalty: 3701.543457
	Iteration 6Q: 3 clusters Score -198169.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -198221.828125 Penalty: 3701.543457
	Iteration 7Q: 3 clusters Score -198221.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198256.562500 Penalty: 3701.543457
	Iteration 8Q: 3 clusters Score -198256.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198289.703125 Penalty: 3701.543457
	Iteration 9Q: 3 clusters Score -198289.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198338.046875 Penalty: 3701.543457
	Iteration 10Q: 3 clusters Score -198338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198384.328125 Penalty: 3701.543457
	Iteration 11Q: 3 clusters Score -198384.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198409.593750 Penalty: 3701.543457
	Iteration 12Q: 3 clusters Score -198409.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -198431.156250 Penalty: 3701.543457
	Iteration 13Q: 3 clusters Score -198431.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198451.078125 Penalty: 3701.543457
	Iteration 14Q: 3 clusters Score -198451.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -198470.578125 Penalty: 3701.543457
	Iteration 15Q: 3 clusters Score -198470.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -198488.062500 Penalty: 3701.543457
	Iteration 16Q: 3 clusters Score -198488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -198502.750000 Penalty: 3701.543457
	Iteration 17Q: 3 clusters Score -198502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198509.703125 Penalty: 3701.543457
	Iteration 18Q: 3 clusters Score -198509.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198515.593750 Penalty: 3701.543457
	Iteration 19Q: 3 clusters Score -198515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198523.984375 Penalty: 3701.543457
	Iteration 20F: 3 clusters Score -198524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198527.656250 Penalty: 3701.543457
	Iteration 21Q: 3 clusters Score -198527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198532.343750 Penalty: 3701.543457
	Iteration 22Q: 3 clusters Score -198532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198538.171875 Penalty: 3701.543457
	Iteration 23Q: 3 clusters Score -198538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198540.718750 Penalty: 3701.543457
	Iteration 24Q: 3 clusters Score -198540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198541.687500 Penalty: 3701.543457
	Iteration 25Q: 3 clusters Score -198541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198542.343750 Penalty: 3701.543457
	Iteration 26Q: 3 clusters Score -198542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198542.343750 Penalty: 3701.543457
	Iteration 27F: 3 clusters Score -198542.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -1137658.125000 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -1137658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1130742.000000 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -1130742 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1132632.500000 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -1132632 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1132951.000000 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -1132951 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1133200.750000 Penalty: 4505.599609
	Iteration 3F: 3 clusters Score -1133201 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1133426.250000 Penalty: 4505.599609
	Iteration 4Q: 3 clusters Score -1133426 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1133640.250000 Penalty: 4505.599609
	Iteration 5Q: 3 clusters Score -1133640 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1133803.375000 Penalty: 4505.599609
	Iteration 6Q: 3 clusters Score -1133803 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1133962.000000 Penalty: 4505.599609
	Iteration 7Q: 3 clusters Score -1133962 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1134107.125000 Penalty: 4505.599609
	Iteration 8Q: 3 clusters Score -1134107 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1134251.500000 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -1134252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1134393.375000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -1134393 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1134533.125000 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -1134533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1134691.750000 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -1134692 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1134843.500000 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -1134844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1134962.625000 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -1134963 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1135100.250000 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -1135100 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1135253.625000 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -1135254 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1135397.250000 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -1135397 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1135547.625000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -1135548 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1135695.750000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -1135696 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1135817.500000 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -1135818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1135931.250000 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -1135931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1136032.125000 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -1136032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1136128.375000 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -1136128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1136209.875000 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -1136210 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1136281.375000 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -1136281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1136335.875000 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -1136336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1136393.000000 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -1136393 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1136448.375000 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -1136448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1136509.875000 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -1136510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1136567.500000 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -1136568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1136620.375000 Penalty: 4505.599609
	Iteration 31Q: 3 clusters Score -1136620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1136662.750000 Penalty: 4505.599609
	Iteration 32Q: 3 clusters Score -1136663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1136694.125000 Penalty: 4505.599609
	Iteration 33Q: 3 clusters Score -1136694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1136726.500000 Penalty: 4505.599609
	Iteration 34Q: 3 clusters Score -1136726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1136740.750000 Penalty: 4505.599609
	Iteration 35Q: 3 clusters Score -1136741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1136755.375000 Penalty: 4505.599609
	Iteration 36Q: 3 clusters Score -1136755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1136765.375000 Penalty: 4505.599609
	Iteration 37Q: 3 clusters Score -1136765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1136775.750000 Penalty: 4505.599609
	Iteration 38Q: 3 clusters Score -1136776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1136783.000000 Penalty: 4505.599609
	Iteration 39Q: 3 clusters Score -1136783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1136794.125000 Penalty: 4505.599609
	Iteration 40F: 3 clusters Score -1136794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1136803.000000 Penalty: 4505.599609
	Iteration 41Q: 3 clusters Score -1136803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1136812.250000 Penalty: 4505.599609
	Iteration 42Q: 3 clusters Score -1136812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1136816.375000 Penalty: 4505.599609
	Iteration 43Q: 3 clusters Score -1136816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1136819.750000 Penalty: 4505.599609
	Iteration 44Q: 3 clusters Score -1136820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1136821.875000 Penalty: 4505.599609
	Iteration 45Q: 3 clusters Score -1136822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1136820.750000 Penalty: 4505.599609
	Iteration 46Q: 3 clusters Score -1136821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1136821.625000 Penalty: 4505.599609
	Iteration 47Q: 3 clusters Score -1136822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1136823.250000 Penalty: 4505.599609
	Iteration 48Q: 3 clusters Score -1136823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1136823.500000 Penalty: 4505.599609
	Iteration 49Q: 3 clusters Score -1136824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1136823.750000 Penalty: 4505.599609
	Iteration 50Q: 3 clusters Score -1136824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1136823.750000 Penalty: 4505.599609
	Iteration 51F: 3 clusters Score -1136824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -529081.125000 Penalty: 2078.467041
	Iteration 0F: 2 clusters Score -529081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -524935.187500 Penalty: 4156.934082
	Iteration 0F: 3 clusters Score -524935.2 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -525924.000000 Penalty: 4156.934082
	Iteration 1F: 3 clusters Score -525924 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -526205.562500 Penalty: 4156.934082
	Iteration 2F: 3 clusters Score -526205.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -526414.125000 Penalty: 4156.934082
	Iteration 3F: 3 clusters Score -526414.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -526567.000000 Penalty: 4156.934082
	Iteration 4Q: 3 clusters Score -526567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -526708.125000 Penalty: 4156.934082
	Iteration 5Q: 3 clusters Score -526708.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -526869.375000 Penalty: 4156.934082
	Iteration 6Q: 3 clusters Score -526869.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -527079.625000 Penalty: 4156.934082
	Iteration 7Q: 3 clusters Score -527079.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -527432.375000 Penalty: 4156.934082
	Iteration 8Q: 3 clusters Score -527432.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -527784.312500 Penalty: 4156.934082
	Iteration 9F: 3 clusters Score -527784.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -528035.125000 Penalty: 4156.934082
	Iteration 10F: 3 clusters Score -528035.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -528205.187500 Penalty: 4156.934082
	Iteration 11Q: 3 clusters Score -528205.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -528384.750000 Penalty: 4156.934082
	Iteration 12Q: 3 clusters Score -528384.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -528513.437500 Penalty: 4156.934082
	Iteration 13Q: 3 clusters Score -528513.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -528606.687500 Penalty: 4156.934082
	Iteration 14Q: 3 clusters Score -528606.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -528680.437500 Penalty: 4156.934082
	Iteration 15Q: 3 clusters Score -528680.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -528744.250000 Penalty: 4156.934082
	Iteration 16Q: 3 clusters Score -528744.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -528800.437500 Penalty: 4156.934082
	Iteration 17Q: 3 clusters Score -528800.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -528853.625000 Penalty: 4156.934082
	Iteration 18Q: 3 clusters Score -528853.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -528901.125000 Penalty: 4156.934082
	Iteration 19Q: 3 clusters Score -528901.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -528944.750000 Penalty: 4156.934082
	Iteration 20F: 3 clusters Score -528944.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -528981.687500 Penalty: 4156.934082
	Iteration 21Q: 3 clusters Score -528981.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -529025.937500 Penalty: 4156.934082
	Iteration 22Q: 3 clusters Score -529025.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -529069.812500 Penalty: 4156.934082
	Iteration 23Q: 3 clusters Score -529069.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -529101.500000 Penalty: 4156.934082
	Iteration 24Q: 3 clusters Score -529101.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -529124.125000 Penalty: 4156.934082
	Iteration 25Q: 3 clusters Score -529124.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -529135.625000 Penalty: 4156.934082
	Iteration 26Q: 3 clusters Score -529135.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -529148.000000 Penalty: 4156.934082
	Iteration 27Q: 3 clusters Score -529148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -529160.250000 Penalty: 4156.934082
	Iteration 28Q: 3 clusters Score -529160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -529171.437500 Penalty: 4156.934082
	Iteration 29Q: 3 clusters Score -529171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -529180.812500 Penalty: 4156.934082
	Iteration 30Q: 3 clusters Score -529180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -529189.562500 Penalty: 4156.934082
	Iteration 31Q: 3 clusters Score -529189.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -529197.437500 Penalty: 4156.934082
	Iteration 32Q: 3 clusters Score -529197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -529205.750000 Penalty: 4156.934082
	Iteration 33Q: 3 clusters Score -529205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -529214.187500 Penalty: 4156.934082
	Iteration 34Q: 3 clusters Score -529214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -529222.625000 Penalty: 4156.934082
	Iteration 35Q: 3 clusters Score -529222.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -529228.687500 Penalty: 4156.934082
	Iteration 36Q: 3 clusters Score -529228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -529230.687500 Penalty: 4156.934082
	Iteration 37Q: 3 clusters Score -529230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -529233.187500 Penalty: 4156.934082
	Iteration 38Q: 3 clusters Score -529233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -529233.750000 Penalty: 4156.934082
	Iteration 39Q: 3 clusters Score -529233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -529234.000000 Penalty: 4156.934082
	Iteration 40F: 3 clusters Score -529234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -529234.375000 Penalty: 4156.934082
	Iteration 41Q: 3 clusters Score -529234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -529236.312500 Penalty: 4156.934082
	Iteration 42Q: 3 clusters Score -529236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -529237.562500 Penalty: 4156.934082
	Iteration 43Q: 3 clusters Score -529237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -529238.812500 Penalty: 4156.934082
	Iteration 44Q: 3 clusters Score -529238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -529239.437500 Penalty: 4156.934082
	Iteration 45Q: 3 clusters Score -529239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -529241.812500 Penalty: 4156.934082
	Iteration 46Q: 3 clusters Score -529241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -529241.562500 Penalty: 4156.934082
	Iteration 47Q: 3 clusters Score -529241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -529242.187500 Penalty: 4156.934082
	Iteration 48Q: 3 clusters Score -529242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -529242.812500 Penalty: 4156.934082
	Iteration 49Q: 3 clusters Score -529242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -529243.562500 Penalty: 4156.934082
	Iteration 50Q: 3 clusters Score -529243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -529244.437500 Penalty: 4156.934082
	Iteration 51Q: 3 clusters Score -529244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -529246.562500 Penalty: 4156.934082
	Iteration 52Q: 3 clusters Score -529246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -529247.500000 Penalty: 4156.934082
	Iteration 53Q: 3 clusters Score -529247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -529248.000000 Penalty: 4156.934082
	Iteration 54Q: 3 clusters Score -529248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -529248.812500 Penalty: 4156.934082
	Iteration 55Q: 3 clusters Score -529248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -529249.250000 Penalty: 4156.934082
	Iteration 56Q: 3 clusters Score -529249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -529251.875000 Penalty: 4156.934082
	Iteration 57Q: 3 clusters Score -529251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -529251.875000 Penalty: 4156.934082
	Iteration 58Q: 3 clusters Score -529251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -529253.000000 Penalty: 4156.934082
	Iteration 59Q: 3 clusters Score -529253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -529253.000000 Penalty: 4156.934082
	Iteration 60F: 3 clusters Score -529253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 3254 members 
Entering Unmasked Estep 
Score: -111266776.000000 Penalty: 152786.656250
Splitting cluster 15 changes total score from -111268080.000000 to -111266776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (81965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Entering Unmasked Estep 
Score: -10672023.000000 Penalty: 2805.883789
	Iteration 0F: 2 clusters Score -1.067202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -10617125.000000 Penalty: 5611.767578
	Iteration 0F: 3 clusters Score -1.061712e+07 nChanged 38564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -10639384.000000 Penalty: 5611.767578
	Iteration 1F: 3 clusters Score -1.063938e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10640439.000000 Penalty: 5611.767578
	Iteration 2Q: 3 clusters Score -1.064044e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -10641791.000000 Penalty: 5611.767578
	Iteration 3Q: 3 clusters Score -1.064179e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -10643617.000000 Penalty: 5611.767578
	Iteration 4Q: 3 clusters Score -1.064362e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -10646144.000000 Penalty: 5611.767578
	Iteration 5F: 3 clusters Score -1.064614e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -10649898.000000 Penalty: 5611.767578
	Iteration 6F: 3 clusters Score -1.06499e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -10654684.000000 Penalty: 5611.767578
	Iteration 7F: 3 clusters Score -1.065468e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -10659460.000000 Penalty: 5611.767578
	Iteration 8F: 3 clusters Score -1.065946e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -10663176.000000 Penalty: 5611.767578
	Iteration 9F: 3 clusters Score -1.066318e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -10665905.000000 Penalty: 5611.767578
	Iteration 10Q: 3 clusters Score -1.06659e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -10667655.000000 Penalty: 5611.767578
	Iteration 11Q: 3 clusters Score -1.066766e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10668548.000000 Penalty: 5611.767578
	Iteration 12Q: 3 clusters Score -1.066855e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10669000.000000 Penalty: 5611.767578
	Iteration 13Q: 3 clusters Score -1.0669e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10669216.000000 Penalty: 5611.767578
	Iteration 14Q: 3 clusters Score -1.066922e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10669339.000000 Penalty: 5611.767578
	Iteration 15Q: 3 clusters Score -1.066934e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10669422.000000 Penalty: 5611.767578
	Iteration 16Q: 3 clusters Score -1.066942e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10669488.000000 Penalty: 5611.767578
	Iteration 17Q: 3 clusters Score -1.066949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10669523.000000 Penalty: 5611.767578
	Iteration 18Q: 3 clusters Score -1.066952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10669550.000000 Penalty: 5611.767578
	Iteration 19Q: 3 clusters Score -1.066955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10669580.000000 Penalty: 5611.767578
	Iteration 20F: 3 clusters Score -1.066958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10669600.000000 Penalty: 5611.767578
	Iteration 21Q: 3 clusters Score -1.06696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10669610.000000 Penalty: 5611.767578
	Iteration 22Q: 3 clusters Score -1.066961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10669617.000000 Penalty: 5611.767578
	Iteration 23Q: 3 clusters Score -1.066962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10669634.000000 Penalty: 5611.767578
	Iteration 24Q: 3 clusters Score -1.066963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10669643.000000 Penalty: 5611.767578
	Iteration 25Q: 3 clusters Score -1.066964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10669648.000000 Penalty: 5611.767578
	Iteration 26Q: 3 clusters Score -1.066965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10669655.000000 Penalty: 5611.767578
	Iteration 27Q: 3 clusters Score -1.066966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10669656.000000 Penalty: 5611.767578
	Iteration 28Q: 3 clusters Score -1.066966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10669663.000000 Penalty: 5611.767578
	Iteration 29Q: 3 clusters Score -1.066966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10669682.000000 Penalty: 5611.767578
	Iteration 30Q: 3 clusters Score -1.066968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10669696.000000 Penalty: 5611.767578
	Iteration 31Q: 3 clusters Score -1.06697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10669704.000000 Penalty: 5611.767578
	Iteration 32Q: 3 clusters Score -1.06697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10669703.000000 Penalty: 5611.767578
	Iteration 33Q: 3 clusters Score -1.06697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10669700.000000 Penalty: 5611.767578
	Iteration 34Q: 3 clusters Score -1.06697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10669703.000000 Penalty: 5611.767578
	Iteration 35Q: 3 clusters Score -1.06697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10669712.000000 Penalty: 5611.767578
	Iteration 36Q: 3 clusters Score -1.066971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10669705.000000 Penalty: 5611.767578
	Iteration 37Q: 3 clusters Score -1.06697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10669701.000000 Penalty: 5611.767578
	Iteration 38Q: 3 clusters Score -1.06697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10669706.000000 Penalty: 5611.767578
	Iteration 39Q: 3 clusters Score -1.066971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10669714.000000 Penalty: 5611.767578
	Iteration 40F: 3 clusters Score -1.066971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -1556234.375000 Penalty: 2328.199219
	Iteration 0F: 2 clusters Score -1556234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1547300.625000 Penalty: 4656.398438
	Iteration 0F: 3 clusters Score -1547301 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1550148.000000 Penalty: 4656.398438
	Iteration 1F: 3 clusters Score -1550148 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1550526.750000 Penalty: 4656.398438
	Iteration 2F: 3 clusters Score -1550527 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1550816.000000 Penalty: 4656.398438
	Iteration 3F: 3 clusters Score -1550816 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1551000.500000 Penalty: 4656.398438
	Iteration 4Q: 3 clusters Score -1551000 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1551130.875000 Penalty: 4656.398438
	Iteration 5Q: 3 clusters Score -1551131 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1551237.250000 Penalty: 4656.398438
	Iteration 6Q: 3 clusters Score -1551237 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1551358.875000 Penalty: 4656.398438
	Iteration 7Q: 3 clusters Score -1551359 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1551501.000000 Penalty: 4656.398438
	Iteration 8Q: 3 clusters Score -1551501 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1551676.500000 Penalty: 4656.398438
	Iteration 9Q: 3 clusters Score -1551676 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1551862.375000 Penalty: 4656.398438
	Iteration 10Q: 3 clusters Score -1551862 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1552063.000000 Penalty: 4656.398438
	Iteration 11Q: 3 clusters Score -1552063 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1552267.750000 Penalty: 4656.398438
	Iteration 12Q: 3 clusters Score -1552268 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1552489.375000 Penalty: 4656.398438
	Iteration 13Q: 3 clusters Score -1552489 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1552714.250000 Penalty: 4656.398438
	Iteration 14Q: 3 clusters Score -1552714 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1552964.500000 Penalty: 4656.398438
	Iteration 15Q: 3 clusters Score -1552964 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1553197.500000 Penalty: 4656.398438
	Iteration 16Q: 3 clusters Score -1553198 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1553390.750000 Penalty: 4656.398438
	Iteration 17Q: 3 clusters Score -1553391 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1553542.750000 Penalty: 4656.398438
	Iteration 18Q: 3 clusters Score -1553543 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1553680.625000 Penalty: 4656.398438
	Iteration 19Q: 3 clusters Score -1553681 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1553802.625000 Penalty: 4656.398438
	Iteration 20F: 3 clusters Score -1553803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1553888.250000 Penalty: 4656.398438
	Iteration 21Q: 3 clusters Score -1553888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1553957.500000 Penalty: 4656.398438
	Iteration 22Q: 3 clusters Score -1553958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1554014.875000 Penalty: 4656.398438
	Iteration 23Q: 3 clusters Score -1554015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1554057.875000 Penalty: 4656.398438
	Iteration 24Q: 3 clusters Score -1554058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1554092.000000 Penalty: 4656.398438
	Iteration 25Q: 3 clusters Score -1554092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1554125.250000 Penalty: 4656.398438
	Iteration 26Q: 3 clusters Score -1554125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1554143.125000 Penalty: 4656.398438
	Iteration 27Q: 3 clusters Score -1554143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1554160.125000 Penalty: 4656.398438
	Iteration 28Q: 3 clusters Score -1554160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1554176.250000 Penalty: 4656.398438
	Iteration 29Q: 3 clusters Score -1554176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1554184.000000 Penalty: 4656.398438
	Iteration 30Q: 3 clusters Score -1554184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1554186.875000 Penalty: 4656.398438
	Iteration 31Q: 3 clusters Score -1554187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1554195.875000 Penalty: 4656.398438
	Iteration 32Q: 3 clusters Score -1554196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1554203.375000 Penalty: 4656.398438
	Iteration 33Q: 3 clusters Score -1554203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1554209.000000 Penalty: 4656.398438
	Iteration 34Q: 3 clusters Score -1554209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1554211.375000 Penalty: 4656.398438
	Iteration 35Q: 3 clusters Score -1554211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1554214.250000 Penalty: 4656.398438
	Iteration 36Q: 3 clusters Score -1554214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1554216.000000 Penalty: 4656.398438
	Iteration 37Q: 3 clusters Score -1554216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1554215.750000 Penalty: 4656.398438
	Iteration 38Q: 3 clusters Score -1554216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1554215.750000 Penalty: 4656.398438
	Iteration 39F: 3 clusters Score -1554216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (118246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Entering Unmasked Estep 
Score: -15441607.000000 Penalty: 2896.769775
	Iteration 0F: 2 clusters Score -1.544161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -15362495.000000 Penalty: 5793.539551
	Iteration 0F: 3 clusters Score -1.53625e+07 nChanged 56325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -15395102.000000 Penalty: 5793.539551
	Iteration 1F: 3 clusters Score -1.53951e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -15396207.000000 Penalty: 5793.539551
	Iteration 2Q: 3 clusters Score -1.539621e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -15397825.000000 Penalty: 5793.539551
	Iteration 3Q: 3 clusters Score -1.539782e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -15400348.000000 Penalty: 5793.539551
	Iteration 4Q: 3 clusters Score -1.540035e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -15404242.000000 Penalty: 5793.539551
	Iteration 5F: 3 clusters Score -1.540424e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -15408810.000000 Penalty: 5793.539551
	Iteration 6F: 3 clusters Score -1.540881e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -15413689.000000 Penalty: 5793.539551
	Iteration 7F: 3 clusters Score -1.541369e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -15418268.000000 Penalty: 5793.539551
	Iteration 8F: 3 clusters Score -1.541827e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -15422387.000000 Penalty: 5793.539551
	Iteration 9F: 3 clusters Score -1.542239e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -15426124.000000 Penalty: 5793.539551
	Iteration 10Q: 3 clusters Score -1.542612e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -15429445.000000 Penalty: 5793.539551
	Iteration 11Q: 3 clusters Score -1.542944e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -15431815.000000 Penalty: 5793.539551
	Iteration 12Q: 3 clusters Score -1.543182e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -15433531.000000 Penalty: 5793.539551
	Iteration 13Q: 3 clusters Score -1.543353e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 110026 members 
Entering Unmasked Estep 
Score: -15434772.000000 Penalty: 5793.539551
	Iteration 14Q: 3 clusters Score -1.543477e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -15435802.000000 Penalty: 5793.539551
	Iteration 15Q: 3 clusters Score -1.54358e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 112636 members 
Entering Unmasked Estep 
Score: -15436564.000000 Penalty: 5793.539551
	Iteration 16Q: 3 clusters Score -1.543656e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -15437068.000000 Penalty: 5793.539551
	Iteration 17Q: 3 clusters Score -1.543707e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -15437520.000000 Penalty: 5793.539551
	Iteration 18Q: 3 clusters Score -1.543752e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
Score: -15437881.000000 Penalty: 5793.539551
	Iteration 19Q: 3 clusters Score -1.543788e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -15438137.000000 Penalty: 5793.539551
	Iteration 20F: 3 clusters Score -1.543814e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 115962 members 
Entering Unmasked Estep 
Score: -15438307.000000 Penalty: 5793.539551
	Iteration 21Q: 3 clusters Score -1.543831e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -15438450.000000 Penalty: 5793.539551
	Iteration 22Q: 3 clusters Score -1.543845e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -15438570.000000 Penalty: 5793.539551
	Iteration 23Q: 3 clusters Score -1.543857e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -15438688.000000 Penalty: 5793.539551
	Iteration 24Q: 3 clusters Score -1.543869e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -15438771.000000 Penalty: 5793.539551
	Iteration 25Q: 3 clusters Score -1.543877e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -15438894.000000 Penalty: 5793.539551
	Iteration 26Q: 3 clusters Score -1.543889e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -15438956.000000 Penalty: 5793.539551
	Iteration 27Q: 3 clusters Score -1.543896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -15438979.000000 Penalty: 5793.539551
	Iteration 28Q: 3 clusters Score -1.543898e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -15439032.000000 Penalty: 5793.539551
	Iteration 29Q: 3 clusters Score -1.543903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -15439012.000000 Penalty: 5793.539551
	Iteration 30Q: 3 clusters Score -1.543901e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -15439037.000000 Penalty: 5793.539551
	Iteration 31Q: 3 clusters Score -1.543904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -15439041.000000 Penalty: 5793.539551
	Iteration 32Q: 3 clusters Score -1.543904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -15439033.000000 Penalty: 5793.539551
	Iteration 33Q: 3 clusters Score -1.543903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -15439039.000000 Penalty: 5793.539551
	Iteration 34Q: 3 clusters Score -1.543904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -15439035.000000 Penalty: 5793.539551
	Iteration 35Q: 3 clusters Score -1.543904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -15439051.000000 Penalty: 5793.539551
	Iteration 36Q: 3 clusters Score -1.543905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -15439064.000000 Penalty: 5793.539551
	Iteration 37Q: 3 clusters Score -1.543906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -15439068.000000 Penalty: 5793.539551
	Iteration 38Q: 3 clusters Score -1.543907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 117485 members 
Entering Unmasked Estep 
Score: -15439068.000000 Penalty: 5793.539551
	Iteration 39Q: 3 clusters Score -1.543907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -15439077.000000 Penalty: 5793.539551
	Iteration 40F: 3 clusters Score -1.543908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -15439077.000000 Penalty: 5793.539551
	Iteration 41Q: 3 clusters Score -1.543908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -15439075.000000 Penalty: 5793.539551
	Iteration 42Q: 3 clusters Score -1.543908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -15439075.000000 Penalty: 5793.539551
	Iteration 43F: 3 clusters Score -1.543908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -264158.343750 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -264158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -261387.125000 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -261387.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261957.265625 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -261957.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262104.343750 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -262104.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262198.312500 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -262198.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262254.875000 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -262254.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262291.875000 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -262291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262317.718750 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -262317.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -262340.906250 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -262340.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262357.593750 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -262357.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -262383.562500 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -262383.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262403.531250 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -262403.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262417.562500 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -262417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262426.718750 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -262426.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -262441.406250 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -262441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -262449.625000 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -262449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262457.812500 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -262457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -262467.750000 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -262467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -262475.593750 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -262475.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262482.187500 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -262482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262485.593750 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -262485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262487.250000 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -262487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262489.093750 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -262489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262491.062500 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -262491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262491.468750 Penalty: 3824.261719
	Iteration 23Q: 3 clusters Score -262491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262492.281250 Penalty: 3824.261719
	Iteration 24Q: 3 clusters Score -262492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262492.281250 Penalty: 3824.261719
	Iteration 25F: 3 clusters Score -262492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Entering Unmasked Estep 
Score: -7032500.000000 Penalty: 2698.615234
	Iteration 0F: 2 clusters Score -7032500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6996553.500000 Penalty: 5397.230469
	Iteration 0F: 3 clusters Score -6996554 nChanged 24841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -7010235.500000 Penalty: 5397.230469
	Iteration 1F: 3 clusters Score -7010236 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -7010885.000000 Penalty: 5397.230469
	Iteration 2Q: 3 clusters Score -7010885 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -7011536.500000 Penalty: 5397.230469
	Iteration 3Q: 3 clusters Score -7011536 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -7012264.000000 Penalty: 5397.230469
	Iteration 4Q: 3 clusters Score -7012264 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -7012960.000000 Penalty: 5397.230469
	Iteration 5Q: 3 clusters Score -7012960 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -7013829.500000 Penalty: 5397.230469
	Iteration 6Q: 3 clusters Score -7013830 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -7014769.500000 Penalty: 5397.230469
	Iteration 7Q: 3 clusters Score -7014770 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -7015769.500000 Penalty: 5397.230469
	Iteration 8Q: 3 clusters Score -7015770 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -7017013.000000 Penalty: 5397.230469
	Iteration 9Q: 3 clusters Score -7017013 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7018490.500000 Penalty: 5397.230469
	Iteration 10F: 3 clusters Score -7018490 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -7019927.000000 Penalty: 5397.230469
	Iteration 11F: 3 clusters Score -7019927 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -7021510.500000 Penalty: 5397.230469
	Iteration 12F: 3 clusters Score -7021510 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -7023146.000000 Penalty: 5397.230469
	Iteration 13F: 3 clusters Score -7023146 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -7024795.500000 Penalty: 5397.230469
	Iteration 14Q: 3 clusters Score -7024796 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -7026257.500000 Penalty: 5397.230469
	Iteration 15Q: 3 clusters Score -7026258 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -7027417.000000 Penalty: 5397.230469
	Iteration 16Q: 3 clusters Score -7027417 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -7028182.000000 Penalty: 5397.230469
	Iteration 17Q: 3 clusters Score -7028182 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -7028723.000000 Penalty: 5397.230469
	Iteration 18Q: 3 clusters Score -7028723 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7029172.500000 Penalty: 5397.230469
	Iteration 19Q: 3 clusters Score -7029172 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7029520.000000 Penalty: 5397.230469
	Iteration 20F: 3 clusters Score -7029520 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7029741.500000 Penalty: 5397.230469
	Iteration 21Q: 3 clusters Score -7029742 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7029896.000000 Penalty: 5397.230469
	Iteration 22Q: 3 clusters Score -7029896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7030011.000000 Penalty: 5397.230469
	Iteration 23Q: 3 clusters Score -7030011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7030104.000000 Penalty: 5397.230469
	Iteration 24Q: 3 clusters Score -7030104 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7030131.500000 Penalty: 5397.230469
	Iteration 25Q: 3 clusters Score -7030132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7030174.000000 Penalty: 5397.230469
	Iteration 26Q: 3 clusters Score -7030174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7030203.500000 Penalty: 5397.230469
	Iteration 27Q: 3 clusters Score -7030204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7030228.000000 Penalty: 5397.230469
	Iteration 28Q: 3 clusters Score -7030228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7030266.000000 Penalty: 5397.230469
	Iteration 29Q: 3 clusters Score -7030266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7030271.500000 Penalty: 5397.230469
	Iteration 30Q: 3 clusters Score -7030272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7030288.500000 Penalty: 5397.230469
	Iteration 31Q: 3 clusters Score -7030288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7030301.500000 Penalty: 5397.230469
	Iteration 32Q: 3 clusters Score -7030302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7030310.000000 Penalty: 5397.230469
	Iteration 33Q: 3 clusters Score -7030310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7030312.500000 Penalty: 5397.230469
	Iteration 34Q: 3 clusters Score -7030312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7030317.000000 Penalty: 5397.230469
	Iteration 35Q: 3 clusters Score -7030317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7030314.500000 Penalty: 5397.230469
	Iteration 36Q: 3 clusters Score -7030314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7030329.500000 Penalty: 5397.230469
	Iteration 37Q: 3 clusters Score -7030330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7030333.500000 Penalty: 5397.230469
	Iteration 38Q: 3 clusters Score -7030334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7030333.500000 Penalty: 5397.230469
	Iteration 39F: 3 clusters Score -7030334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Entering Unmasked Estep 
Score: -2742662.250000 Penalty: 2471.624512
	Iteration 0F: 2 clusters Score -2742662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2727906.250000 Penalty: 4943.249023
	Iteration 0F: 3 clusters Score -2727906 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2732801.500000 Penalty: 4943.249023
	Iteration 1F: 3 clusters Score -2732802 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2733247.500000 Penalty: 4943.249023
	Iteration 2F: 3 clusters Score -2733248 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2733893.000000 Penalty: 4943.249023
	Iteration 3Q: 3 clusters Score -2733893 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2734785.750000 Penalty: 4943.249023
	Iteration 4F: 3 clusters Score -2734786 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2735892.750000 Penalty: 4943.249023
	Iteration 5F: 3 clusters Score -2735893 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2737132.750000 Penalty: 4943.249023
	Iteration 6F: 3 clusters Score -2737133 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2738403.750000 Penalty: 4943.249023
	Iteration 7F: 3 clusters Score -2738404 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2739444.500000 Penalty: 4943.249023
	Iteration 8F: 3 clusters Score -2739444 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2740277.250000 Penalty: 4943.249023
	Iteration 9F: 3 clusters Score -2740277 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2740941.000000 Penalty: 4943.249023
	Iteration 10Q: 3 clusters Score -2740941 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2741520.250000 Penalty: 4943.249023
	Iteration 11Q: 3 clusters Score -2741520 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2741986.500000 Penalty: 4943.249023
	Iteration 12Q: 3 clusters Score -2741986 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2742326.750000 Penalty: 4943.249023
	Iteration 13Q: 3 clusters Score -2742327 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2742487.750000 Penalty: 4943.249023
	Iteration 14Q: 3 clusters Score -2742488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2742550.750000 Penalty: 4943.249023
	Iteration 15Q: 3 clusters Score -2742551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2742581.250000 Penalty: 4943.249023
	Iteration 16Q: 3 clusters Score -2742581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2742622.000000 Penalty: 4943.249023
	Iteration 17Q: 3 clusters Score -2742622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2742640.750000 Penalty: 4943.249023
	Iteration 18Q: 3 clusters Score -2742641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2742650.250000 Penalty: 4943.249023
	Iteration 19Q: 3 clusters Score -2742650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2742664.750000 Penalty: 4943.249023
	Iteration 20F: 3 clusters Score -2742665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2742673.500000 Penalty: 4943.249023
	Iteration 21Q: 3 clusters Score -2742674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2742670.250000 Penalty: 4943.249023
	Iteration 22Q: 3 clusters Score -2742670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2742680.750000 Penalty: 4943.249023
	Iteration 23Q: 3 clusters Score -2742681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2742688.500000 Penalty: 4943.249023
	Iteration 24Q: 3 clusters Score -2742688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2742689.000000 Penalty: 4943.249023
	Iteration 25Q: 3 clusters Score -2742689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2742697.750000 Penalty: 4943.249023
	Iteration 26Q: 3 clusters Score -2742698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2742695.000000 Penalty: 4943.249023
	Iteration 27Q: 3 clusters Score -2742695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2742699.750000 Penalty: 4943.249023
	Iteration 28Q: 3 clusters Score -2742700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2742703.750000 Penalty: 4943.249023
	Iteration 29Q: 3 clusters Score -2742704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2742699.250000 Penalty: 4943.249023
	Iteration 30Q: 3 clusters Score -2742699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2742703.250000 Penalty: 4943.249023
	Iteration 31Q: 3 clusters Score -2742703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2742709.250000 Penalty: 4943.249023
	Iteration 32Q: 3 clusters Score -2742709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2742706.750000 Penalty: 4943.249023
	Iteration 33Q: 3 clusters Score -2742707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2742706.500000 Penalty: 4943.249023
	Iteration 34Q: 3 clusters Score -2742706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2742706.500000 Penalty: 4943.249023
	Iteration 35F: 3 clusters Score -2742706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 19880 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 1415 members 
Entering Unmasked Estep 
Score: -111267048.000000 Penalty: 152786.656250
Splitting cluster 21 changes total score from -111268080.000000 to -111267048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (16443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Entering Unmasked Estep 
Score: -2066691.750000 Penalty: 2407.498535
	Iteration 0F: 2 clusters Score -2066692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2054875.125000 Penalty: 4814.997070
	Iteration 0F: 3 clusters Score -2054875 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2058917.625000 Penalty: 4814.997070
	Iteration 1F: 3 clusters Score -2058918 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2059560.500000 Penalty: 4814.997070
	Iteration 2F: 3 clusters Score -2059560 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2060143.625000 Penalty: 4814.997070
	Iteration 3F: 3 clusters Score -2060144 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2060756.500000 Penalty: 4814.997070
	Iteration 4F: 3 clusters Score -2060756 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2061391.000000 Penalty: 4814.997070
	Iteration 5F: 3 clusters Score -2061391 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2061933.875000 Penalty: 4814.997070
	Iteration 6F: 3 clusters Score -2061934 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2062337.625000 Penalty: 4814.997070
	Iteration 7F: 3 clusters Score -2062338 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2062617.500000 Penalty: 4814.997070
	Iteration 8Q: 3 clusters Score -2062618 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2062794.000000 Penalty: 4814.997070
	Iteration 9Q: 3 clusters Score -2062794 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2062904.375000 Penalty: 4814.997070
	Iteration 10Q: 3 clusters Score -2062904 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2062980.625000 Penalty: 4814.997070
	Iteration 11Q: 3 clusters Score -2062981 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2063032.375000 Penalty: 4814.997070
	Iteration 12Q: 3 clusters Score -2063032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2063063.125000 Penalty: 4814.997070
	Iteration 13Q: 3 clusters Score -2063063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2063088.375000 Penalty: 4814.997070
	Iteration 14Q: 3 clusters Score -2063088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2063106.500000 Penalty: 4814.997070
	Iteration 15Q: 3 clusters Score -2063106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2063117.625000 Penalty: 4814.997070
	Iteration 16Q: 3 clusters Score -2063118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2063135.500000 Penalty: 4814.997070
	Iteration 17Q: 3 clusters Score -2063136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2063139.375000 Penalty: 4814.997070
	Iteration 18Q: 3 clusters Score -2063139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2063144.500000 Penalty: 4814.997070
	Iteration 19Q: 3 clusters Score -2063144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2063156.125000 Penalty: 4814.997070
	Iteration 20F: 3 clusters Score -2063156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2063152.500000 Penalty: 4814.997070
	Iteration 21Q: 3 clusters Score -2063152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2063158.500000 Penalty: 4814.997070
	Iteration 22Q: 3 clusters Score -2063158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2063160.500000 Penalty: 4814.997070
	Iteration 23Q: 3 clusters Score -2063160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2063167.000000 Penalty: 4814.997070
	Iteration 24Q: 3 clusters Score -2063167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2063166.000000 Penalty: 4814.997070
	Iteration 25Q: 3 clusters Score -2063166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2063164.875000 Penalty: 4814.997070
	Iteration 26Q: 3 clusters Score -2063165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2063168.875000 Penalty: 4814.997070
	Iteration 27Q: 3 clusters Score -2063169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2063175.000000 Penalty: 4814.997070
	Iteration 28Q: 3 clusters Score -2063175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2063180.875000 Penalty: 4814.997070
	Iteration 29Q: 3 clusters Score -2063181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2063181.125000 Penalty: 4814.997070
	Iteration 30Q: 3 clusters Score -2063181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2063183.375000 Penalty: 4814.997070
	Iteration 31Q: 3 clusters Score -2063183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2063184.125000 Penalty: 4814.997070
	Iteration 32Q: 3 clusters Score -2063184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2063191.125000 Penalty: 4814.997070
	Iteration 33Q: 3 clusters Score -2063191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2063196.500000 Penalty: 4814.997070
	Iteration 34Q: 3 clusters Score -2063196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2063197.750000 Penalty: 4814.997070
	Iteration 35Q: 3 clusters Score -2063198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2063195.625000 Penalty: 4814.997070
	Iteration 36Q: 3 clusters Score -2063196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2063201.375000 Penalty: 4814.997070
	Iteration 37Q: 3 clusters Score -2063201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2063205.375000 Penalty: 4814.997070
	Iteration 38Q: 3 clusters Score -2063205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2063207.875000 Penalty: 4814.997070
	Iteration 39Q: 3 clusters Score -2063208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2063212.750000 Penalty: 4814.997070
	Iteration 40F: 3 clusters Score -2063213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2063210.625000 Penalty: 4814.997070
	Iteration 41Q: 3 clusters Score -2063211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2063211.625000 Penalty: 4814.997070
	Iteration 42Q: 3 clusters Score -2063212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2063207.500000 Penalty: 4814.997070
	Iteration 43Q: 3 clusters Score -2063208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2063211.375000 Penalty: 4814.997070
	Iteration 44Q: 3 clusters Score -2063211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2063214.125000 Penalty: 4814.997070
	Iteration 45Q: 3 clusters Score -2063214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2063215.250000 Penalty: 4814.997070
	Iteration 46Q: 3 clusters Score -2063215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2063216.500000 Penalty: 4814.997070
	Iteration 47Q: 3 clusters Score -2063216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2063220.000000 Penalty: 4814.997070
	Iteration 48Q: 3 clusters Score -2063220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2063217.125000 Penalty: 4814.997070
	Iteration 49Q: 3 clusters Score -2063217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2063218.875000 Penalty: 4814.997070
	Iteration 50Q: 3 clusters Score -2063219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2063217.625000 Penalty: 4814.997070
	Iteration 51Q: 3 clusters Score -2063218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2063224.250000 Penalty: 4814.997070
	Iteration 52Q: 3 clusters Score -2063224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2063224.000000 Penalty: 4814.997070
	Iteration 53Q: 3 clusters Score -2063224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2063230.625000 Penalty: 4814.997070
	Iteration 54Q: 3 clusters Score -2063231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2063233.750000 Penalty: 4814.997070
	Iteration 55Q: 3 clusters Score -2063234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2063230.000000 Penalty: 4814.997070
	Iteration 56Q: 3 clusters Score -2063230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2063232.875000 Penalty: 4814.997070
	Iteration 57Q: 3 clusters Score -2063233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2063235.500000 Penalty: 4814.997070
	Iteration 58Q: 3 clusters Score -2063236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2063237.250000 Penalty: 4814.997070
	Iteration 59Q: 3 clusters Score -2063237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2063237.125000 Penalty: 4814.997070
	Iteration 60F: 3 clusters Score -2063237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2063238.500000 Penalty: 4814.997070
	Iteration 61Q: 3 clusters Score -2063238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2063243.000000 Penalty: 4814.997070
	Iteration 62Q: 3 clusters Score -2063243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2063240.250000 Penalty: 4814.997070
	Iteration 63Q: 3 clusters Score -2063240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2063241.250000 Penalty: 4814.997070
	Iteration 64Q: 3 clusters Score -2063241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2063243.875000 Penalty: 4814.997070
	Iteration 65Q: 3 clusters Score -2063244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2063241.875000 Penalty: 4814.997070
	Iteration 66Q: 3 clusters Score -2063242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2063245.000000 Penalty: 4814.997070
	Iteration 67Q: 3 clusters Score -2063245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2063247.625000 Penalty: 4814.997070
	Iteration 68Q: 3 clusters Score -2063248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2063247.875000 Penalty: 4814.997070
	Iteration 69Q: 3 clusters Score -2063248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2063245.875000 Penalty: 4814.997070
	Iteration 70Q: 3 clusters Score -2063246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2063247.375000 Penalty: 4814.997070
	Iteration 71Q: 3 clusters Score -2063247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2063248.875000 Penalty: 4814.997070
	Iteration 72Q: 3 clusters Score -2063249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2063249.000000 Penalty: 4814.997070
	Iteration 73Q: 3 clusters Score -2063249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2063250.375000 Penalty: 4814.997070
	Iteration 74Q: 3 clusters Score -2063250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2063250.375000 Penalty: 4814.997070
	Iteration 75F: 3 clusters Score -2063250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -576604.375000 Penalty: 2089.473633
	Iteration 0F: 2 clusters Score -576604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -572327.625000 Penalty: 4178.947266
	Iteration 0F: 3 clusters Score -572327.6 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -573342.500000 Penalty: 4178.947266
	Iteration 1F: 3 clusters Score -573342.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -573563.875000 Penalty: 4178.947266
	Iteration 2F: 3 clusters Score -573563.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -573736.250000 Penalty: 4178.947266
	Iteration 3F: 3 clusters Score -573736.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -573856.687500 Penalty: 4178.947266
	Iteration 4Q: 3 clusters Score -573856.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -573961.125000 Penalty: 4178.947266
	Iteration 5Q: 3 clusters Score -573961.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -574060.500000 Penalty: 4178.947266
	Iteration 6Q: 3 clusters Score -574060.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -574169.937500 Penalty: 4178.947266
	Iteration 7Q: 3 clusters Score -574169.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -574299.687500 Penalty: 4178.947266
	Iteration 8Q: 3 clusters Score -574299.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -574436.625000 Penalty: 4178.947266
	Iteration 9Q: 3 clusters Score -574436.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -574553.312500 Penalty: 4178.947266
	Iteration 10Q: 3 clusters Score -574553.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -574664.687500 Penalty: 4178.947266
	Iteration 11Q: 3 clusters Score -574664.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -574786.000000 Penalty: 4178.947266
	Iteration 12Q: 3 clusters Score -574786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -574882.812500 Penalty: 4178.947266
	Iteration 13Q: 3 clusters Score -574882.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -574957.875000 Penalty: 4178.947266
	Iteration 14Q: 3 clusters Score -574957.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -575020.250000 Penalty: 4178.947266
	Iteration 15Q: 3 clusters Score -575020.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -575067.000000 Penalty: 4178.947266
	Iteration 16Q: 3 clusters Score -575067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -575107.625000 Penalty: 4178.947266
	Iteration 17Q: 3 clusters Score -575107.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -575137.312500 Penalty: 4178.947266
	Iteration 18Q: 3 clusters Score -575137.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -575164.937500 Penalty: 4178.947266
	Iteration 19Q: 3 clusters Score -575164.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -575192.500000 Penalty: 4178.947266
	Iteration 20F: 3 clusters Score -575192.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -575215.000000 Penalty: 4178.947266
	Iteration 21Q: 3 clusters Score -575215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -575240.500000 Penalty: 4178.947266
	Iteration 22Q: 3 clusters Score -575240.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -575274.625000 Penalty: 4178.947266
	Iteration 23Q: 3 clusters Score -575274.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -575302.875000 Penalty: 4178.947266
	Iteration 24Q: 3 clusters Score -575302.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -575334.187500 Penalty: 4178.947266
	Iteration 25Q: 3 clusters Score -575334.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -575364.750000 Penalty: 4178.947266
	Iteration 26Q: 3 clusters Score -575364.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -575391.187500 Penalty: 4178.947266
	Iteration 27Q: 3 clusters Score -575391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -575403.062500 Penalty: 4178.947266
	Iteration 28Q: 3 clusters Score -575403.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -575409.750000 Penalty: 4178.947266
	Iteration 29Q: 3 clusters Score -575409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -575416.625000 Penalty: 4178.947266
	Iteration 30Q: 3 clusters Score -575416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -575420.062500 Penalty: 4178.947266
	Iteration 31Q: 3 clusters Score -575420.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -575423.437500 Penalty: 4178.947266
	Iteration 32Q: 3 clusters Score -575423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -575425.062500 Penalty: 4178.947266
	Iteration 33Q: 3 clusters Score -575425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -575427.687500 Penalty: 4178.947266
	Iteration 34Q: 3 clusters Score -575427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -575430.500000 Penalty: 4178.947266
	Iteration 35Q: 3 clusters Score -575430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -575432.750000 Penalty: 4178.947266
	Iteration 36Q: 3 clusters Score -575432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -575435.500000 Penalty: 4178.947266
	Iteration 37Q: 3 clusters Score -575435.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -575437.500000 Penalty: 4178.947266
	Iteration 38Q: 3 clusters Score -575437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -575437.500000 Penalty: 4178.947266
	Iteration 39Q: 3 clusters Score -575437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -575438.000000 Penalty: 4178.947266
	Iteration 40F: 3 clusters Score -575438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -575438.250000 Penalty: 4178.947266
	Iteration 41Q: 3 clusters Score -575438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -575438.625000 Penalty: 4178.947266
	Iteration 42Q: 3 clusters Score -575438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -575438.625000 Penalty: 4178.947266
	Iteration 43F: 3 clusters Score -575438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1072288.375000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1072288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1065679.250000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -1065679 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1067493.625000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -1067494 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1067814.750000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -1067815 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1068029.125000 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -1068029 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1068248.750000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -1068249 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1068522.500000 Penalty: 4479.719727
	Iteration 5F: 3 clusters Score -1068522 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1068834.250000 Penalty: 4479.719727
	Iteration 6F: 3 clusters Score -1068834 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1069168.500000 Penalty: 4479.719727
	Iteration 7F: 3 clusters Score -1069168 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1069507.375000 Penalty: 4479.719727
	Iteration 8F: 3 clusters Score -1069507 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1069801.250000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -1069801 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1070036.625000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -1070037 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1070192.875000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -1070193 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1070300.125000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1070300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1070372.250000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1070372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1070425.750000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1070426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1070465.250000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1070465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1070496.125000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1070496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1070523.875000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1070524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1070550.000000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1070550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1070565.500000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1070566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1070577.250000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1070577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1070585.500000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1070586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1070592.875000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1070593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1070598.000000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1070598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1070601.375000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1070601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1070604.375000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1070604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1070611.000000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1070611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1070610.375000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1070610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1070612.000000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1070612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1070614.250000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1070614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1070614.375000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1070614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1070614.500000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1070614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1070616.625000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1070617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1070617.625000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1070618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1070623.000000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -1070623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1070623.375000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -1070623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1070623.250000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -1070623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1070623.250000 Penalty: 4479.719727
	Iteration 37F: 3 clusters Score -1070623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Entering Unmasked Estep 
Score: -1822647.250000 Penalty: 2370.707764
	Iteration 0F: 2 clusters Score -1822647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1812245.250000 Penalty: 4741.415527
	Iteration 0F: 3 clusters Score -1812245 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1815440.125000 Penalty: 4741.415527
	Iteration 1F: 3 clusters Score -1815440 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1815834.375000 Penalty: 4741.415527
	Iteration 2F: 3 clusters Score -1815834 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1816155.625000 Penalty: 4741.415527
	Iteration 3F: 3 clusters Score -1816156 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1816442.625000 Penalty: 4741.415527
	Iteration 4Q: 3 clusters Score -1816443 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1816745.625000 Penalty: 4741.415527
	Iteration 5Q: 3 clusters Score -1816746 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1817126.750000 Penalty: 4741.415527
	Iteration 6Q: 3 clusters Score -1817127 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1817597.750000 Penalty: 4741.415527
	Iteration 7Q: 3 clusters Score -1817598 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1818236.375000 Penalty: 4741.415527
	Iteration 8F: 3 clusters Score -1818236 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1819024.750000 Penalty: 4741.415527
	Iteration 9F: 3 clusters Score -1819025 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1819970.500000 Penalty: 4741.415527
	Iteration 10F: 3 clusters Score -1819970 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1820892.375000 Penalty: 4741.415527
	Iteration 11F: 3 clusters Score -1820892 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1821618.125000 Penalty: 4741.415527
	Iteration 12F: 3 clusters Score -1821618 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1822083.875000 Penalty: 4741.415527
	Iteration 13Q: 3 clusters Score -1822084 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1822351.250000 Penalty: 4741.415527
	Iteration 14Q: 3 clusters Score -1822351 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1822464.250000 Penalty: 4741.415527
	Iteration 15Q: 3 clusters Score -1822464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1822519.375000 Penalty: 4741.415527
	Iteration 16Q: 3 clusters Score -1822519 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1822558.750000 Penalty: 4741.415527
	Iteration 17Q: 3 clusters Score -1822559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1822587.125000 Penalty: 4741.415527
	Iteration 18Q: 3 clusters Score -1822587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1822608.125000 Penalty: 4741.415527
	Iteration 19Q: 3 clusters Score -1822608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1822620.500000 Penalty: 4741.415527
	Iteration 20F: 3 clusters Score -1822620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1822627.125000 Penalty: 4741.415527
	Iteration 21Q: 3 clusters Score -1822627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1822634.250000 Penalty: 4741.415527
	Iteration 22Q: 3 clusters Score -1822634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1822645.125000 Penalty: 4741.415527
	Iteration 23Q: 3 clusters Score -1822645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1822648.250000 Penalty: 4741.415527
	Iteration 24Q: 3 clusters Score -1822648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1822656.750000 Penalty: 4741.415527
	Iteration 25Q: 3 clusters Score -1822657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1822660.500000 Penalty: 4741.415527
	Iteration 26Q: 3 clusters Score -1822660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1822659.250000 Penalty: 4741.415527
	Iteration 27Q: 3 clusters Score -1822659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1822661.375000 Penalty: 4741.415527
	Iteration 28Q: 3 clusters Score -1822661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1822664.125000 Penalty: 4741.415527
	Iteration 29Q: 3 clusters Score -1822664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1822671.500000 Penalty: 4741.415527
	Iteration 30Q: 3 clusters Score -1822672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1822672.500000 Penalty: 4741.415527
	Iteration 31Q: 3 clusters Score -1822672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1822675.625000 Penalty: 4741.415527
	Iteration 32Q: 3 clusters Score -1822676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1822677.625000 Penalty: 4741.415527
	Iteration 33Q: 3 clusters Score -1822678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1822680.375000 Penalty: 4741.415527
	Iteration 34Q: 3 clusters Score -1822680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1822681.125000 Penalty: 4741.415527
	Iteration 35Q: 3 clusters Score -1822681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1822679.500000 Penalty: 4741.415527
	Iteration 36Q: 3 clusters Score -1822680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1822682.750000 Penalty: 4741.415527
	Iteration 37Q: 3 clusters Score -1822683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1822685.875000 Penalty: 4741.415527
	Iteration 38Q: 3 clusters Score -1822686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1822685.125000 Penalty: 4741.415527
	Iteration 39Q: 3 clusters Score -1822685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1822684.000000 Penalty: 4741.415527
	Iteration 40F: 3 clusters Score -1822684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1822689.875000 Penalty: 4741.415527
	Iteration 41Q: 3 clusters Score -1822690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1822686.250000 Penalty: 4741.415527
	Iteration 42Q: 3 clusters Score -1822686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1822685.000000 Penalty: 4741.415527
	Iteration 43Q: 3 clusters Score -1822685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1822686.500000 Penalty: 4741.415527
	Iteration 44Q: 3 clusters Score -1822686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1822690.375000 Penalty: 4741.415527
	Iteration 45Q: 3 clusters Score -1822690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1822689.625000 Penalty: 4741.415527
	Iteration 46Q: 3 clusters Score -1822690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1822695.750000 Penalty: 4741.415527
	Iteration 47Q: 3 clusters Score -1822696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1822702.375000 Penalty: 4741.415527
	Iteration 48Q: 3 clusters Score -1822702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1822714.500000 Penalty: 4741.415527
	Iteration 49Q: 3 clusters Score -1822714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1822721.000000 Penalty: 4741.415527
	Iteration 50Q: 3 clusters Score -1822721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1822725.500000 Penalty: 4741.415527
	Iteration 51Q: 3 clusters Score -1822726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1822726.000000 Penalty: 4741.415527
	Iteration 52Q: 3 clusters Score -1822726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1822727.375000 Penalty: 4741.415527
	Iteration 53Q: 3 clusters Score -1822727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1822729.875000 Penalty: 4741.415527
	Iteration 54Q: 3 clusters Score -1822730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1822736.000000 Penalty: 4741.415527
	Iteration 55Q: 3 clusters Score -1822736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1822736.250000 Penalty: 4741.415527
	Iteration 56Q: 3 clusters Score -1822736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1822740.125000 Penalty: 4741.415527
	Iteration 57Q: 3 clusters Score -1822740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1822753.250000 Penalty: 4741.415527
	Iteration 58Q: 3 clusters Score -1822753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1822753.875000 Penalty: 4741.415527
	Iteration 59Q: 3 clusters Score -1822754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1822761.250000 Penalty: 4741.415527
	Iteration 60F: 3 clusters Score -1822761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1822764.625000 Penalty: 4741.415527
	Iteration 61Q: 3 clusters Score -1822765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1822767.000000 Penalty: 4741.415527
	Iteration 62Q: 3 clusters Score -1822767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1822766.375000 Penalty: 4741.415527
	Iteration 63Q: 3 clusters Score -1822766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1822770.625000 Penalty: 4741.415527
	Iteration 64Q: 3 clusters Score -1822771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1822771.375000 Penalty: 4741.415527
	Iteration 65Q: 3 clusters Score -1822771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1822781.875000 Penalty: 4741.415527
	Iteration 66Q: 3 clusters Score -1822782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1822778.500000 Penalty: 4741.415527
	Iteration 67Q: 3 clusters Score -1822778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1822777.750000 Penalty: 4741.415527
	Iteration 68Q: 3 clusters Score -1822778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1822779.750000 Penalty: 4741.415527
	Iteration 69Q: 3 clusters Score -1822780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1822780.750000 Penalty: 4741.415527
	Iteration 70Q: 3 clusters Score -1822781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1822781.875000 Penalty: 4741.415527
	Iteration 71Q: 3 clusters Score -1822782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1822782.125000 Penalty: 4741.415527
	Iteration 72Q: 3 clusters Score -1822782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1822784.000000 Penalty: 4741.415527
	Iteration 73Q: 3 clusters Score -1822784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1822788.250000 Penalty: 4741.415527
	Iteration 74Q: 3 clusters Score -1822788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1822787.375000 Penalty: 4741.415527
	Iteration 75Q: 3 clusters Score -1822787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1822788.500000 Penalty: 4741.415527
	Iteration 76Q: 3 clusters Score -1822788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1822788.500000 Penalty: 4741.415527
	Iteration 77F: 3 clusters Score -1822788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 3635 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 10541 members 
Entering Unmasked Estep 
Score: -111267232.000000 Penalty: 152786.656250
Splitting cluster 25 changes total score from -111268080.000000 to -111267232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (93496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Entering Unmasked Estep 
Score: -12224373.000000 Penalty: 2838.527100
	Iteration 0F: 2 clusters Score -1.222437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -12161618.000000 Penalty: 5677.054199
	Iteration 0F: 3 clusters Score -1.216162e+07 nChanged 44184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -12187154.000000 Penalty: 5677.054199
	Iteration 1F: 3 clusters Score -1.218715e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -12187965.000000 Penalty: 5677.054199
	Iteration 2Q: 3 clusters Score -1.218796e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -12188923.000000 Penalty: 5677.054199
	Iteration 3Q: 3 clusters Score -1.218892e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -12190058.000000 Penalty: 5677.054199
	Iteration 4Q: 3 clusters Score -1.219006e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -12191595.000000 Penalty: 5677.054199
	Iteration 5Q: 3 clusters Score -1.21916e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -12193680.000000 Penalty: 5677.054199
	Iteration 6Q: 3 clusters Score -1.219368e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -12196264.000000 Penalty: 5677.054199
	Iteration 7F: 3 clusters Score -1.219626e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -12199041.000000 Penalty: 5677.054199
	Iteration 8F: 3 clusters Score -1.219904e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -12201687.000000 Penalty: 5677.054199
	Iteration 9F: 3 clusters Score -1.220169e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -12203800.000000 Penalty: 5677.054199
	Iteration 10F: 3 clusters Score -1.22038e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -12205333.000000 Penalty: 5677.054199
	Iteration 11Q: 3 clusters Score -1.220533e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -12206506.000000 Penalty: 5677.054199
	Iteration 12Q: 3 clusters Score -1.220651e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -12207297.000000 Penalty: 5677.054199
	Iteration 13Q: 3 clusters Score -1.22073e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -12207901.000000 Penalty: 5677.054199
	Iteration 14Q: 3 clusters Score -1.22079e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -12208339.000000 Penalty: 5677.054199
	Iteration 15Q: 3 clusters Score -1.220834e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -12208796.000000 Penalty: 5677.054199
	Iteration 16Q: 3 clusters Score -1.22088e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -12209200.000000 Penalty: 5677.054199
	Iteration 17Q: 3 clusters Score -1.22092e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -12209528.000000 Penalty: 5677.054199
	Iteration 18Q: 3 clusters Score -1.220953e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -12209884.000000 Penalty: 5677.054199
	Iteration 19Q: 3 clusters Score -1.220988e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -12210287.000000 Penalty: 5677.054199
	Iteration 20F: 3 clusters Score -1.221029e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -12210679.000000 Penalty: 5677.054199
	Iteration 21Q: 3 clusters Score -1.221068e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -12211131.000000 Penalty: 5677.054199
	Iteration 22Q: 3 clusters Score -1.221113e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -12211683.000000 Penalty: 5677.054199
	Iteration 23Q: 3 clusters Score -1.221168e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -12212470.000000 Penalty: 5677.054199
	Iteration 24Q: 3 clusters Score -1.221247e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -12213265.000000 Penalty: 5677.054199
	Iteration 25Q: 3 clusters Score -1.221326e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -12214061.000000 Penalty: 5677.054199
	Iteration 26Q: 3 clusters Score -1.221406e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -12214894.000000 Penalty: 5677.054199
	Iteration 27Q: 3 clusters Score -1.221489e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -12215790.000000 Penalty: 5677.054199
	Iteration 28Q: 3 clusters Score -1.221579e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -12216676.000000 Penalty: 5677.054199
	Iteration 29Q: 3 clusters Score -1.221668e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -12217650.000000 Penalty: 5677.054199
	Iteration 30Q: 3 clusters Score -1.221765e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -12218473.000000 Penalty: 5677.054199
	Iteration 31Q: 3 clusters Score -1.221847e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -12219266.000000 Penalty: 5677.054199
	Iteration 32Q: 3 clusters Score -1.221927e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -12219902.000000 Penalty: 5677.054199
	Iteration 33Q: 3 clusters Score -1.22199e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -12220476.000000 Penalty: 5677.054199
	Iteration 34Q: 3 clusters Score -1.222048e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -12220940.000000 Penalty: 5677.054199
	Iteration 35Q: 3 clusters Score -1.222094e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -12221319.000000 Penalty: 5677.054199
	Iteration 36Q: 3 clusters Score -1.222132e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -12221594.000000 Penalty: 5677.054199
	Iteration 37Q: 3 clusters Score -1.222159e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -12221826.000000 Penalty: 5677.054199
	Iteration 38Q: 3 clusters Score -1.222183e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -12222009.000000 Penalty: 5677.054199
	Iteration 39Q: 3 clusters Score -1.222201e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -12222170.000000 Penalty: 5677.054199
	Iteration 40F: 3 clusters Score -1.222217e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -12222233.000000 Penalty: 5677.054199
	Iteration 41Q: 3 clusters Score -1.222223e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -12222251.000000 Penalty: 5677.054199
	Iteration 42Q: 3 clusters Score -1.222225e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -12222320.000000 Penalty: 5677.054199
	Iteration 43Q: 3 clusters Score -1.222232e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -12222363.000000 Penalty: 5677.054199
	Iteration 44Q: 3 clusters Score -1.222236e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -12222402.000000 Penalty: 5677.054199
	Iteration 45Q: 3 clusters Score -1.22224e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -12222425.000000 Penalty: 5677.054199
	Iteration 46Q: 3 clusters Score -1.222242e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -12222447.000000 Penalty: 5677.054199
	Iteration 47Q: 3 clusters Score -1.222245e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -12222469.000000 Penalty: 5677.054199
	Iteration 48Q: 3 clusters Score -1.222247e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -12222465.000000 Penalty: 5677.054199
	Iteration 49Q: 3 clusters Score -1.222246e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -12222483.000000 Penalty: 5677.054199
	Iteration 50Q: 3 clusters Score -1.222248e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -12222487.000000 Penalty: 5677.054199
	Iteration 51Q: 3 clusters Score -1.222249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -12222500.000000 Penalty: 5677.054199
	Iteration 52Q: 3 clusters Score -1.22225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -12222526.000000 Penalty: 5677.054199
	Iteration 53Q: 3 clusters Score -1.222253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -12222535.000000 Penalty: 5677.054199
	Iteration 54Q: 3 clusters Score -1.222254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -12222541.000000 Penalty: 5677.054199
	Iteration 55Q: 3 clusters Score -1.222254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -12222548.000000 Penalty: 5677.054199
	Iteration 56Q: 3 clusters Score -1.222255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -12222565.000000 Penalty: 5677.054199
	Iteration 57Q: 3 clusters Score -1.222256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -12222564.000000 Penalty: 5677.054199
	Iteration 58Q: 3 clusters Score -1.222256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -12222549.000000 Penalty: 5677.054199
	Iteration 59Q: 3 clusters Score -1.222255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -12222567.000000 Penalty: 5677.054199
	Iteration 60F: 3 clusters Score -1.222257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -12222569.000000 Penalty: 5677.054199
	Iteration 61Q: 3 clusters Score -1.222257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -12222586.000000 Penalty: 5677.054199
	Iteration 62Q: 3 clusters Score -1.222259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -12222582.000000 Penalty: 5677.054199
	Iteration 63Q: 3 clusters Score -1.222258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -12222577.000000 Penalty: 5677.054199
	Iteration 64Q: 3 clusters Score -1.222258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -12222578.000000 Penalty: 5677.054199
	Iteration 65Q: 3 clusters Score -1.222258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -12222582.000000 Penalty: 5677.054199
	Iteration 66Q: 3 clusters Score -1.222258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -12222574.000000 Penalty: 5677.054199
	Iteration 67Q: 3 clusters Score -1.222257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -12222565.000000 Penalty: 5677.054199
	Iteration 68Q: 3 clusters Score -1.222256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -12222561.000000 Penalty: 5677.054199
	Iteration 69Q: 3 clusters Score -1.222256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -12222538.000000 Penalty: 5677.054199
	Iteration 70Q: 3 clusters Score -1.222254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -12222544.000000 Penalty: 5677.054199
	Iteration 71Q: 3 clusters Score -1.222254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -12222546.000000 Penalty: 5677.054199
	Iteration 72Q: 3 clusters Score -1.222255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12222547.000000 Penalty: 5677.054199
	Iteration 73Q: 3 clusters Score -1.222255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -12222548.000000 Penalty: 5677.054199
	Iteration 74Q: 3 clusters Score -1.222255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -12222555.000000 Penalty: 5677.054199
	Iteration 75Q: 3 clusters Score -1.222256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -12222555.000000 Penalty: 5677.054199
	Iteration 76Q: 3 clusters Score -1.222256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12222559.000000 Penalty: 5677.054199
	Iteration 77Q: 3 clusters Score -1.222256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12222556.000000 Penalty: 5677.054199
	Iteration 78Q: 3 clusters Score -1.222256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -12222553.000000 Penalty: 5677.054199
	Iteration 79Q: 3 clusters Score -1.222255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -12222553.000000 Penalty: 5677.054199
	Iteration 80F: 3 clusters Score -1.222255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -12222564.000000 Penalty: 5677.054199
	Iteration 81Q: 3 clusters Score -1.222256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -12222546.000000 Penalty: 5677.054199
	Iteration 82Q: 3 clusters Score -1.222255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -12222552.000000 Penalty: 5677.054199
	Iteration 83Q: 3 clusters Score -1.222255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -12222551.000000 Penalty: 5677.054199
	Iteration 84Q: 3 clusters Score -1.222255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -12222551.000000 Penalty: 5677.054199
	Iteration 85F: 3 clusters Score -1.222255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -694284.062500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -694284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -689374.437500 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -689374.4 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -691062.625000 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -691062.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -691719.187500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -691719.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -692227.125000 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -692227.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -692639.437500 Penalty: 4301.893066
	Iteration 4F: 3 clusters Score -692639.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -693025.125000 Penalty: 4301.893066
	Iteration 5F: 3 clusters Score -693025.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -693376.500000 Penalty: 4301.893066
	Iteration 6F: 3 clusters Score -693376.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -693585.437500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -693585.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -693716.437500 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -693716.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -693804.562500 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -693804.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -693872.375000 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -693872.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -693910.312500 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -693910.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -693945.187500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -693945.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -693973.187500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -693973.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -693992.000000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -693992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -694008.187500 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -694008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -694020.000000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -694020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -694029.875000 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -694029.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -694039.875000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -694039.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -694053.687500 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -694053.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -694062.375000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -694062.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -694069.187500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -694069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -694075.062500 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -694075.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -694081.375000 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -694081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -694083.750000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -694083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -694087.062500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -694087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -694088.812500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -694088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -694090.125000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -694090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -694092.250000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -694092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -694094.687500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -694094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -694098.750000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -694098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -694102.187500 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -694102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -694103.000000 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -694103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -694102.500000 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -694102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -694102.500000 Penalty: 4301.893066
	Iteration 34F: 3 clusters Score -694102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -604916.062500 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -604916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -600603.562500 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -600603.6 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -601664.500000 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -601664.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -601877.500000 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -601877.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -601998.937500 Penalty: 4192.992676
	Iteration 3Q: 3 clusters Score -601998.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -602071.562500 Penalty: 4192.992676
	Iteration 4Q: 3 clusters Score -602071.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -602124.750000 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -602124.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -602171.375000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -602171.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -602214.437500 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -602214.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -602242.750000 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -602242.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -602267.937500 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -602267.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -602283.875000 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -602283.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -602295.687500 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -602295.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -602312.437500 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -602312.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -602324.937500 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -602324.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -602333.687500 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -602333.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -602341.937500 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -602341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -602346.812500 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -602346.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -602352.500000 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -602352.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -602358.687500 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -602358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -602364.687500 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -602364.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -602372.187500 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -602372.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -602378.125000 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -602378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -602380.687500 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -602380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -602382.750000 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -602382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -602384.750000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -602384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -602387.437500 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -602387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -602389.250000 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -602389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -602391.375000 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -602391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -602393.375000 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -602393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -602399.750000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -602399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -602402.375000 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -602402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -602402.562500 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -602402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -602403.375000 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -602403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -602403.250000 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -602403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -602402.250000 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -602402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -602402.250000 Penalty: 4192.992676
	Iteration 35F: 3 clusters Score -602402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -396580.312500 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -396580.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -393293.625000 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -393293.6 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -393958.750000 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -393958.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -394158.781250 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -394158.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -394290.875000 Penalty: 3983.083252
	Iteration 3F: 3 clusters Score -394290.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -394397.656250 Penalty: 3983.083252
	Iteration 4Q: 3 clusters Score -394397.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -394476.250000 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -394476.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394536.062500 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -394536.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -394579.906250 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -394579.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -394615.125000 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -394615.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -394640.656250 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -394640.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -394657.937500 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -394657.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -394670.968750 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -394671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -394681.218750 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -394681.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -394693.437500 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -394693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -394697.843750 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -394697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -394701.593750 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -394701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -394703.312500 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -394703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -394706.843750 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -394706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -394710.187500 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -394710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -394713.781250 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -394713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -394715.093750 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -394715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -394716.468750 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -394716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -394716.843750 Penalty: 3983.083252
	Iteration 22Q: 3 clusters Score -394716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -394719.250000 Penalty: 3983.083252
	Iteration 23Q: 3 clusters Score -394719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -394720.968750 Penalty: 3983.083252
	Iteration 24Q: 3 clusters Score -394721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -394721.906250 Penalty: 3983.083252
	Iteration 25Q: 3 clusters Score -394721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -394722.187500 Penalty: 3983.083252
	Iteration 26Q: 3 clusters Score -394722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -394722.187500 Penalty: 3983.083252
	Iteration 27F: 3 clusters Score -394722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Entering Unmasked Estep 
Score: -682137.437500 Penalty: 2126.293213
	Iteration 0F: 2 clusters Score -682137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -677491.187500 Penalty: 4252.586426
	Iteration 0F: 3 clusters Score -677491.2 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -678624.187500 Penalty: 4252.586426
	Iteration 1F: 3 clusters Score -678624.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -678836.750000 Penalty: 4252.586426
	Iteration 2F: 3 clusters Score -678836.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -679026.500000 Penalty: 4252.586426
	Iteration 3F: 3 clusters Score -679026.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -679227.437500 Penalty: 4252.586426
	Iteration 4Q: 3 clusters Score -679227.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -679411.062500 Penalty: 4252.586426
	Iteration 5F: 3 clusters Score -679411.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -679571.500000 Penalty: 4252.586426
	Iteration 6Q: 3 clusters Score -679571.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -679713.187500 Penalty: 4252.586426
	Iteration 7Q: 3 clusters Score -679713.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -679848.000000 Penalty: 4252.586426
	Iteration 8Q: 3 clusters Score -679848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -679953.000000 Penalty: 4252.586426
	Iteration 9Q: 3 clusters Score -679953 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -680045.000000 Penalty: 4252.586426
	Iteration 10Q: 3 clusters Score -680045 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -680114.375000 Penalty: 4252.586426
	Iteration 11Q: 3 clusters Score -680114.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -680180.687500 Penalty: 4252.586426
	Iteration 12Q: 3 clusters Score -680180.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -680223.437500 Penalty: 4252.586426
	Iteration 13Q: 3 clusters Score -680223.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -680258.312500 Penalty: 4252.586426
	Iteration 14Q: 3 clusters Score -680258.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -680289.875000 Penalty: 4252.586426
	Iteration 15Q: 3 clusters Score -680289.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -680319.375000 Penalty: 4252.586426
	Iteration 16Q: 3 clusters Score -680319.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -680343.562500 Penalty: 4252.586426
	Iteration 17Q: 3 clusters Score -680343.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -680367.062500 Penalty: 4252.586426
	Iteration 18Q: 3 clusters Score -680367.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -680383.937500 Penalty: 4252.586426
	Iteration 19Q: 3 clusters Score -680383.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -680404.000000 Penalty: 4252.586426
	Iteration 20F: 3 clusters Score -680404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -680421.937500 Penalty: 4252.586426
	Iteration 21Q: 3 clusters Score -680421.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -680438.500000 Penalty: 4252.586426
	Iteration 22Q: 3 clusters Score -680438.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -680459.562500 Penalty: 4252.586426
	Iteration 23Q: 3 clusters Score -680459.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -680482.687500 Penalty: 4252.586426
	Iteration 24Q: 3 clusters Score -680482.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -680504.000000 Penalty: 4252.586426
	Iteration 25Q: 3 clusters Score -680504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -680536.062500 Penalty: 4252.586426
	Iteration 26Q: 3 clusters Score -680536.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -680568.750000 Penalty: 4252.586426
	Iteration 27Q: 3 clusters Score -680568.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -680592.062500 Penalty: 4252.586426
	Iteration 28Q: 3 clusters Score -680592.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -680604.812500 Penalty: 4252.586426
	Iteration 29Q: 3 clusters Score -680604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -680623.125000 Penalty: 4252.586426
	Iteration 30Q: 3 clusters Score -680623.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -680643.937500 Penalty: 4252.586426
	Iteration 31Q: 3 clusters Score -680643.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -680664.500000 Penalty: 4252.586426
	Iteration 32Q: 3 clusters Score -680664.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -680677.375000 Penalty: 4252.586426
	Iteration 33Q: 3 clusters Score -680677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -680684.312500 Penalty: 4252.586426
	Iteration 34Q: 3 clusters Score -680684.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -680694.437500 Penalty: 4252.586426
	Iteration 35Q: 3 clusters Score -680694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -680706.125000 Penalty: 4252.586426
	Iteration 36Q: 3 clusters Score -680706.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -680720.687500 Penalty: 4252.586426
	Iteration 37Q: 3 clusters Score -680720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -680730.187500 Penalty: 4252.586426
	Iteration 38Q: 3 clusters Score -680730.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -680738.687500 Penalty: 4252.586426
	Iteration 39Q: 3 clusters Score -680738.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -680745.625000 Penalty: 4252.586426
	Iteration 40F: 3 clusters Score -680745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -680750.062500 Penalty: 4252.586426
	Iteration 41Q: 3 clusters Score -680750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -680755.375000 Penalty: 4252.586426
	Iteration 42Q: 3 clusters Score -680755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -680760.375000 Penalty: 4252.586426
	Iteration 43Q: 3 clusters Score -680760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -680765.062500 Penalty: 4252.586426
	Iteration 44Q: 3 clusters Score -680765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -680768.000000 Penalty: 4252.586426
	Iteration 45Q: 3 clusters Score -680768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -680767.062500 Penalty: 4252.586426
	Iteration 46Q: 3 clusters Score -680767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -680767.062500 Penalty: 4252.586426
	Iteration 47F: 3 clusters Score -680767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -65608.890625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -65608.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64118.121094 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -64118.12 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64427.121094 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -64427.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64511.039062 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -64511.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64555.515625 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -64555.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64582.308594 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -64582.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64594.410156 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -64594.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64608.296875 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -64608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64611.945312 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -64611.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64615.953125 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -64615.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64626.781250 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -64626.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64631.621094 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -64631.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64636.882812 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -64636.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64659.894531 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -64659.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64688.628906 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -64688.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64701.277344 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -64701.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64719.726562 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -64719.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64723.910156 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -64723.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64729.937500 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -64729.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64732.312500 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -64732.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64732.312500 Penalty: 3137.770020
	Iteration 19F: 3 clusters Score -64732.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -650892.062500 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -650892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -646259.875000 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -646259.9 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -647357.875000 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -647357.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -647644.500000 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -647644.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -647933.625000 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -647933.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -648286.625000 Penalty: 4232.693848
	Iteration 4F: 3 clusters Score -648286.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -648661.812500 Penalty: 4232.693848
	Iteration 5F: 3 clusters Score -648661.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -649178.812500 Penalty: 4232.693848
	Iteration 6F: 3 clusters Score -649178.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -649778.062500 Penalty: 4232.693848
	Iteration 7F: 3 clusters Score -649778.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -650215.187500 Penalty: 4232.693848
	Iteration 8F: 3 clusters Score -650215.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -650458.187500 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -650458.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -650543.812500 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -650543.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -650578.250000 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -650578.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -650596.937500 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -650596.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -650605.375000 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -650605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -650611.562500 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -650611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -650614.562500 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -650614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -650616.187500 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -650616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -650616.312500 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -650616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -650617.187500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -650617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -650617.937500 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -650617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -650618.750000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -650618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -650620.437500 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -650620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -650620.437500 Penalty: 4232.693848
	Iteration 22F: 3 clusters Score -650620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -453608.843750 Penalty: 2032.511230
	Iteration 0F: 2 clusters Score -453608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -450033.218750 Penalty: 4065.022461
	Iteration 0F: 3 clusters Score -450033.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -450950.187500 Penalty: 4065.022461
	Iteration 1F: 3 clusters Score -450950.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -451206.500000 Penalty: 4065.022461
	Iteration 2F: 3 clusters Score -451206.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -451414.718750 Penalty: 4065.022461
	Iteration 3F: 3 clusters Score -451414.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -451588.906250 Penalty: 4065.022461
	Iteration 4Q: 3 clusters Score -451588.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -451753.187500 Penalty: 4065.022461
	Iteration 5Q: 3 clusters Score -451753.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -451890.812500 Penalty: 4065.022461
	Iteration 6Q: 3 clusters Score -451890.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452009.812500 Penalty: 4065.022461
	Iteration 7Q: 3 clusters Score -452009.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -452118.593750 Penalty: 4065.022461
	Iteration 8Q: 3 clusters Score -452118.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -452195.937500 Penalty: 4065.022461
	Iteration 9Q: 3 clusters Score -452195.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -452263.531250 Penalty: 4065.022461
	Iteration 10Q: 3 clusters Score -452263.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -452308.468750 Penalty: 4065.022461
	Iteration 11Q: 3 clusters Score -452308.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -452347.093750 Penalty: 4065.022461
	Iteration 12Q: 3 clusters Score -452347.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -452375.843750 Penalty: 4065.022461
	Iteration 13Q: 3 clusters Score -452375.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -452396.843750 Penalty: 4065.022461
	Iteration 14Q: 3 clusters Score -452396.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -452415.187500 Penalty: 4065.022461
	Iteration 15Q: 3 clusters Score -452415.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -452424.875000 Penalty: 4065.022461
	Iteration 16Q: 3 clusters Score -452424.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -452432.937500 Penalty: 4065.022461
	Iteration 17Q: 3 clusters Score -452432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -452442.531250 Penalty: 4065.022461
	Iteration 18Q: 3 clusters Score -452442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -452448.843750 Penalty: 4065.022461
	Iteration 19Q: 3 clusters Score -452448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -452451.406250 Penalty: 4065.022461
	Iteration 20F: 3 clusters Score -452451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -452454.406250 Penalty: 4065.022461
	Iteration 21Q: 3 clusters Score -452454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -452456.531250 Penalty: 4065.022461
	Iteration 22Q: 3 clusters Score -452456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -452455.937500 Penalty: 4065.022461
	Iteration 23Q: 3 clusters Score -452455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -452457.500000 Penalty: 4065.022461
	Iteration 24Q: 3 clusters Score -452457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -452458.125000 Penalty: 4065.022461
	Iteration 25Q: 3 clusters Score -452458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -452458.125000 Penalty: 4065.022461
	Iteration 26F: 3 clusters Score -452458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -295368.093750 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -295368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -292434.718750 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -292434.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -293095.937500 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -293095.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293290.687500 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -293290.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -293412.250000 Penalty: 3884.088135
	Iteration 3F: 3 clusters Score -293412.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -293475.687500 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -293475.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -293530.875000 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -293530.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -293574.781250 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -293574.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -293620.000000 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -293620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -293651.375000 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -293651.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -293673.906250 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -293673.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -293694.000000 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -293694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -293710.687500 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -293710.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -293724.906250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -293724.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -293748.875000 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -293748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -293767.375000 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -293767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -293778.750000 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -293778.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -293786.187500 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -293786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -293790.843750 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -293790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -293795.281250 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -293795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -293797.500000 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -293797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -293797.875000 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -293797.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -557463.062500 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -557463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -553261.500000 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -553261.5 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -554309.375000 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -554309.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -554666.125000 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -554666.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -555082.125000 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -555082.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -555505.937500 Penalty: 4180.250977
	Iteration 4F: 3 clusters Score -555505.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -555940.312500 Penalty: 4180.250977
	Iteration 5F: 3 clusters Score -555940.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -556325.625000 Penalty: 4180.250977
	Iteration 6F: 3 clusters Score -556325.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -556576.625000 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -556576.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -556734.875000 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -556734.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -556831.812500 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -556831.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -556893.437500 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -556893.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -556924.750000 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -556924.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -556946.625000 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -556946.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -556963.125000 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -556963.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -556975.187500 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -556975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -556986.437500 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -556986.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -556998.625000 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -556998.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -557008.500000 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -557008.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -557011.000000 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -557011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -557011.687500 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -557011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -557011.687500 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -557011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Entering Unmasked Estep 
Score: -1715459.500000 Penalty: 2368.370117
	Iteration 0F: 2 clusters Score -1715460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1705292.375000 Penalty: 4736.740234
	Iteration 0F: 3 clusters Score -1705292 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1708716.375000 Penalty: 4736.740234
	Iteration 1F: 3 clusters Score -1708716 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1709320.875000 Penalty: 4736.740234
	Iteration 2F: 3 clusters Score -1709321 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1709907.750000 Penalty: 4736.740234
	Iteration 3F: 3 clusters Score -1709908 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1710478.750000 Penalty: 4736.740234
	Iteration 4F: 3 clusters Score -1710479 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1710991.000000 Penalty: 4736.740234
	Iteration 5F: 3 clusters Score -1710991 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1711384.875000 Penalty: 4736.740234
	Iteration 6Q: 3 clusters Score -1711385 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1711748.125000 Penalty: 4736.740234
	Iteration 7Q: 3 clusters Score -1711748 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1712107.250000 Penalty: 4736.740234
	Iteration 8Q: 3 clusters Score -1712107 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1712397.250000 Penalty: 4736.740234
	Iteration 9Q: 3 clusters Score -1712397 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1712653.375000 Penalty: 4736.740234
	Iteration 10Q: 3 clusters Score -1712653 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1712856.250000 Penalty: 4736.740234
	Iteration 11Q: 3 clusters Score -1712856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1713043.625000 Penalty: 4736.740234
	Iteration 12Q: 3 clusters Score -1713044 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1713184.375000 Penalty: 4736.740234
	Iteration 13Q: 3 clusters Score -1713184 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1713297.875000 Penalty: 4736.740234
	Iteration 14Q: 3 clusters Score -1713298 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1713364.375000 Penalty: 4736.740234
	Iteration 15Q: 3 clusters Score -1713364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1713410.750000 Penalty: 4736.740234
	Iteration 16Q: 3 clusters Score -1713411 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1713464.500000 Penalty: 4736.740234
	Iteration 17Q: 3 clusters Score -1713464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1713496.375000 Penalty: 4736.740234
	Iteration 18Q: 3 clusters Score -1713496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1713526.250000 Penalty: 4736.740234
	Iteration 19Q: 3 clusters Score -1713526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1713541.625000 Penalty: 4736.740234
	Iteration 20F: 3 clusters Score -1713542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1713556.375000 Penalty: 4736.740234
	Iteration 21Q: 3 clusters Score -1713556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1713566.125000 Penalty: 4736.740234
	Iteration 22Q: 3 clusters Score -1713566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1713577.500000 Penalty: 4736.740234
	Iteration 23Q: 3 clusters Score -1713578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1713582.625000 Penalty: 4736.740234
	Iteration 24Q: 3 clusters Score -1713583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1713601.250000 Penalty: 4736.740234
	Iteration 25Q: 3 clusters Score -1713601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1713611.125000 Penalty: 4736.740234
	Iteration 26Q: 3 clusters Score -1713611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1713619.250000 Penalty: 4736.740234
	Iteration 27Q: 3 clusters Score -1713619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1713626.125000 Penalty: 4736.740234
	Iteration 28Q: 3 clusters Score -1713626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1713636.750000 Penalty: 4736.740234
	Iteration 29Q: 3 clusters Score -1713637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1713648.000000 Penalty: 4736.740234
	Iteration 30Q: 3 clusters Score -1713648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1713663.375000 Penalty: 4736.740234
	Iteration 31Q: 3 clusters Score -1713663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1713693.500000 Penalty: 4736.740234
	Iteration 32Q: 3 clusters Score -1713694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1713729.125000 Penalty: 4736.740234
	Iteration 33Q: 3 clusters Score -1713729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1713760.875000 Penalty: 4736.740234
	Iteration 34Q: 3 clusters Score -1713761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1713794.125000 Penalty: 4736.740234
	Iteration 35Q: 3 clusters Score -1713794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1713814.000000 Penalty: 4736.740234
	Iteration 36Q: 3 clusters Score -1713814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1713828.875000 Penalty: 4736.740234
	Iteration 37Q: 3 clusters Score -1713829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1713843.250000 Penalty: 4736.740234
	Iteration 38Q: 3 clusters Score -1713843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1713850.625000 Penalty: 4736.740234
	Iteration 39Q: 3 clusters Score -1713851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1713855.625000 Penalty: 4736.740234
	Iteration 40F: 3 clusters Score -1713856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1713860.125000 Penalty: 4736.740234
	Iteration 41Q: 3 clusters Score -1713860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1713863.125000 Penalty: 4736.740234
	Iteration 42Q: 3 clusters Score -1713863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1713866.000000 Penalty: 4736.740234
	Iteration 43Q: 3 clusters Score -1713866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1713867.875000 Penalty: 4736.740234
	Iteration 44Q: 3 clusters Score -1713868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1713869.125000 Penalty: 4736.740234
	Iteration 45Q: 3 clusters Score -1713869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1713871.625000 Penalty: 4736.740234
	Iteration 46Q: 3 clusters Score -1713872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1713877.000000 Penalty: 4736.740234
	Iteration 47Q: 3 clusters Score -1713877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1713878.500000 Penalty: 4736.740234
	Iteration 48Q: 3 clusters Score -1713878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1713882.125000 Penalty: 4736.740234
	Iteration 49Q: 3 clusters Score -1713882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1713880.500000 Penalty: 4736.740234
	Iteration 50Q: 3 clusters Score -1713880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1713881.125000 Penalty: 4736.740234
	Iteration 51Q: 3 clusters Score -1713881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1713884.125000 Penalty: 4736.740234
	Iteration 52Q: 3 clusters Score -1713884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1713884.875000 Penalty: 4736.740234
	Iteration 53Q: 3 clusters Score -1713885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1713888.500000 Penalty: 4736.740234
	Iteration 54Q: 3 clusters Score -1713888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1713893.625000 Penalty: 4736.740234
	Iteration 55Q: 3 clusters Score -1713894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1713891.625000 Penalty: 4736.740234
	Iteration 56Q: 3 clusters Score -1713892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1713892.500000 Penalty: 4736.740234
	Iteration 57Q: 3 clusters Score -1713892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1713896.375000 Penalty: 4736.740234
	Iteration 58Q: 3 clusters Score -1713896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1713894.000000 Penalty: 4736.740234
	Iteration 59Q: 3 clusters Score -1713894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1713892.250000 Penalty: 4736.740234
	Iteration 60F: 3 clusters Score -1713892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1713893.750000 Penalty: 4736.740234
	Iteration 61Q: 3 clusters Score -1713894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1713896.375000 Penalty: 4736.740234
	Iteration 62Q: 3 clusters Score -1713896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1713896.625000 Penalty: 4736.740234
	Iteration 63Q: 3 clusters Score -1713897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1713896.875000 Penalty: 4736.740234
	Iteration 64Q: 3 clusters Score -1713897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1713896.375000 Penalty: 4736.740234
	Iteration 65Q: 3 clusters Score -1713896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1713898.000000 Penalty: 4736.740234
	Iteration 66Q: 3 clusters Score -1713898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1713902.625000 Penalty: 4736.740234
	Iteration 67Q: 3 clusters Score -1713903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1713906.875000 Penalty: 4736.740234
	Iteration 68Q: 3 clusters Score -1713907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1713907.000000 Penalty: 4736.740234
	Iteration 69Q: 3 clusters Score -1713907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1713909.625000 Penalty: 4736.740234
	Iteration 70Q: 3 clusters Score -1713910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1713907.250000 Penalty: 4736.740234
	Iteration 71Q: 3 clusters Score -1713907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1713907.250000 Penalty: 4736.740234
	Iteration 72F: 3 clusters Score -1713907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Entering Unmasked Estep 
Score: -779837.687500 Penalty: 2158.263916
	Iteration 0F: 2 clusters Score -779837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -774656.500000 Penalty: 4316.527832
	Iteration 0F: 3 clusters Score -774656.5 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -776047.625000 Penalty: 4316.527832
	Iteration 1F: 3 clusters Score -776047.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -776342.687500 Penalty: 4316.527832
	Iteration 2F: 3 clusters Score -776342.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -776584.625000 Penalty: 4316.527832
	Iteration 3F: 3 clusters Score -776584.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -776771.562500 Penalty: 4316.527832
	Iteration 4F: 3 clusters Score -776771.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -776898.750000 Penalty: 4316.527832
	Iteration 5Q: 3 clusters Score -776898.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -777004.687500 Penalty: 4316.527832
	Iteration 6Q: 3 clusters Score -777004.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -777089.312500 Penalty: 4316.527832
	Iteration 7Q: 3 clusters Score -777089.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -777163.875000 Penalty: 4316.527832
	Iteration 8Q: 3 clusters Score -777163.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -777212.875000 Penalty: 4316.527832
	Iteration 9Q: 3 clusters Score -777212.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -777258.312500 Penalty: 4316.527832
	Iteration 10Q: 3 clusters Score -777258.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -777299.750000 Penalty: 4316.527832
	Iteration 11Q: 3 clusters Score -777299.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -777336.875000 Penalty: 4316.527832
	Iteration 12Q: 3 clusters Score -777336.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -777361.437500 Penalty: 4316.527832
	Iteration 13Q: 3 clusters Score -777361.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -777382.000000 Penalty: 4316.527832
	Iteration 14Q: 3 clusters Score -777382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -777407.250000 Penalty: 4316.527832
	Iteration 15Q: 3 clusters Score -777407.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -777429.125000 Penalty: 4316.527832
	Iteration 16Q: 3 clusters Score -777429.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -777450.062500 Penalty: 4316.527832
	Iteration 17Q: 3 clusters Score -777450.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -777478.062500 Penalty: 4316.527832
	Iteration 18Q: 3 clusters Score -777478.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -777511.062500 Penalty: 4316.527832
	Iteration 19Q: 3 clusters Score -777511.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -777552.437500 Penalty: 4316.527832
	Iteration 20F: 3 clusters Score -777552.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -777603.687500 Penalty: 4316.527832
	Iteration 21Q: 3 clusters Score -777603.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -777657.750000 Penalty: 4316.527832
	Iteration 22Q: 3 clusters Score -777657.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -777708.437500 Penalty: 4316.527832
	Iteration 23Q: 3 clusters Score -777708.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -777750.812500 Penalty: 4316.527832
	Iteration 24Q: 3 clusters Score -777750.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -777797.187500 Penalty: 4316.527832
	Iteration 25Q: 3 clusters Score -777797.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -777857.625000 Penalty: 4316.527832
	Iteration 26Q: 3 clusters Score -777857.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -777918.312500 Penalty: 4316.527832
	Iteration 27Q: 3 clusters Score -777918.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -777966.562500 Penalty: 4316.527832
	Iteration 28Q: 3 clusters Score -777966.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -778000.000000 Penalty: 4316.527832
	Iteration 29Q: 3 clusters Score -778000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -778025.937500 Penalty: 4316.527832
	Iteration 30Q: 3 clusters Score -778025.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -778058.062500 Penalty: 4316.527832
	Iteration 31Q: 3 clusters Score -778058.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -778067.375000 Penalty: 4316.527832
	Iteration 32Q: 3 clusters Score -778067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -778071.812500 Penalty: 4316.527832
	Iteration 33Q: 3 clusters Score -778071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -778076.875000 Penalty: 4316.527832
	Iteration 34Q: 3 clusters Score -778076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -778080.562500 Penalty: 4316.527832
	Iteration 35Q: 3 clusters Score -778080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -778083.312500 Penalty: 4316.527832
	Iteration 36Q: 3 clusters Score -778083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -778084.812500 Penalty: 4316.527832
	Iteration 37Q: 3 clusters Score -778084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -778085.375000 Penalty: 4316.527832
	Iteration 38Q: 3 clusters Score -778085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -778086.812500 Penalty: 4316.527832
	Iteration 39Q: 3 clusters Score -778086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -778088.625000 Penalty: 4316.527832
	Iteration 40F: 3 clusters Score -778088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Entering Unmasked Estep 
Score: -1139419.250000 Penalty: 2248.656250
	Iteration 0F: 2 clusters Score -1139419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1132622.625000 Penalty: 4497.312500
	Iteration 0F: 3 clusters Score -1132623 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1134685.250000 Penalty: 4497.312500
	Iteration 1F: 3 clusters Score -1134685 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1135114.500000 Penalty: 4497.312500
	Iteration 2F: 3 clusters Score -1135114 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1135461.750000 Penalty: 4497.312500
	Iteration 3F: 3 clusters Score -1135462 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1135730.375000 Penalty: 4497.312500
	Iteration 4F: 3 clusters Score -1135730 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1135997.625000 Penalty: 4497.312500
	Iteration 5Q: 3 clusters Score -1135998 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1136226.875000 Penalty: 4497.312500
	Iteration 6Q: 3 clusters Score -1136227 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1136410.250000 Penalty: 4497.312500
	Iteration 7Q: 3 clusters Score -1136410 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1136582.500000 Penalty: 4497.312500
	Iteration 8Q: 3 clusters Score -1136582 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1136734.375000 Penalty: 4497.312500
	Iteration 9Q: 3 clusters Score -1136734 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1136865.125000 Penalty: 4497.312500
	Iteration 10Q: 3 clusters Score -1136865 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1136963.375000 Penalty: 4497.312500
	Iteration 11Q: 3 clusters Score -1136963 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1137059.250000 Penalty: 4497.312500
	Iteration 12Q: 3 clusters Score -1137059 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1137135.125000 Penalty: 4497.312500
	Iteration 13Q: 3 clusters Score -1137135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1137189.375000 Penalty: 4497.312500
	Iteration 14Q: 3 clusters Score -1137189 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1137269.250000 Penalty: 4497.312500
	Iteration 15Q: 3 clusters Score -1137269 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1137344.000000 Penalty: 4497.312500
	Iteration 16Q: 3 clusters Score -1137344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1137395.875000 Penalty: 4497.312500
	Iteration 17Q: 3 clusters Score -1137396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1137435.625000 Penalty: 4497.312500
	Iteration 18Q: 3 clusters Score -1137436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1137458.750000 Penalty: 4497.312500
	Iteration 19Q: 3 clusters Score -1137459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1137479.750000 Penalty: 4497.312500
	Iteration 20F: 3 clusters Score -1137480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1137494.625000 Penalty: 4497.312500
	Iteration 21Q: 3 clusters Score -1137495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1137511.500000 Penalty: 4497.312500
	Iteration 22Q: 3 clusters Score -1137512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1137531.125000 Penalty: 4497.312500
	Iteration 23Q: 3 clusters Score -1137531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1137543.375000 Penalty: 4497.312500
	Iteration 24Q: 3 clusters Score -1137543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1137554.750000 Penalty: 4497.312500
	Iteration 25Q: 3 clusters Score -1137555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1137562.375000 Penalty: 4497.312500
	Iteration 26Q: 3 clusters Score -1137562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1137569.750000 Penalty: 4497.312500
	Iteration 27Q: 3 clusters Score -1137570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1137575.750000 Penalty: 4497.312500
	Iteration 28Q: 3 clusters Score -1137576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1137581.375000 Penalty: 4497.312500
	Iteration 29Q: 3 clusters Score -1137581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1137590.500000 Penalty: 4497.312500
	Iteration 30Q: 3 clusters Score -1137590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1137598.250000 Penalty: 4497.312500
	Iteration 31Q: 3 clusters Score -1137598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1137599.625000 Penalty: 4497.312500
	Iteration 32Q: 3 clusters Score -1137600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1137603.750000 Penalty: 4497.312500
	Iteration 33Q: 3 clusters Score -1137604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1137606.000000 Penalty: 4497.312500
	Iteration 34Q: 3 clusters Score -1137606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1137605.875000 Penalty: 4497.312500
	Iteration 35Q: 3 clusters Score -1137606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1137605.875000 Penalty: 4497.312500
	Iteration 36F: 3 clusters Score -1137606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Entering Unmasked Estep 
Score: -4576629.500000 Penalty: 2615.055176
	Iteration 0F: 2 clusters Score -4576630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4550794.000000 Penalty: 5230.110352
	Iteration 0F: 3 clusters Score -4550794 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4560712.000000 Penalty: 5230.110352
	Iteration 1F: 3 clusters Score -4560712 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4561536.000000 Penalty: 5230.110352
	Iteration 2F: 3 clusters Score -4561536 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4562388.500000 Penalty: 5230.110352
	Iteration 3F: 3 clusters Score -4562388 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4563231.000000 Penalty: 5230.110352
	Iteration 4F: 3 clusters Score -4563231 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4564161.500000 Penalty: 5230.110352
	Iteration 5Q: 3 clusters Score -4564162 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4565159.500000 Penalty: 5230.110352
	Iteration 6F: 3 clusters Score -4565160 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4566140.500000 Penalty: 5230.110352
	Iteration 7Q: 3 clusters Score -4566140 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4567181.500000 Penalty: 5230.110352
	Iteration 8Q: 3 clusters Score -4567182 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4568151.000000 Penalty: 5230.110352
	Iteration 9Q: 3 clusters Score -4568151 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4569107.500000 Penalty: 5230.110352
	Iteration 10Q: 3 clusters Score -4569108 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -4570057.500000 Penalty: 5230.110352
	Iteration 11Q: 3 clusters Score -4570058 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4570963.500000 Penalty: 5230.110352
	Iteration 12Q: 3 clusters Score -4570964 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4571723.500000 Penalty: 5230.110352
	Iteration 13Q: 3 clusters Score -4571724 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4572310.000000 Penalty: 5230.110352
	Iteration 14Q: 3 clusters Score -4572310 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4572698.500000 Penalty: 5230.110352
	Iteration 15Q: 3 clusters Score -4572698 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4572980.000000 Penalty: 5230.110352
	Iteration 16Q: 3 clusters Score -4572980 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4573167.000000 Penalty: 5230.110352
	Iteration 17Q: 3 clusters Score -4573167 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4573341.500000 Penalty: 5230.110352
	Iteration 18Q: 3 clusters Score -4573342 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -4573477.000000 Penalty: 5230.110352
	Iteration 19Q: 3 clusters Score -4573477 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4573597.000000 Penalty: 5230.110352
	Iteration 20F: 3 clusters Score -4573597 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4573681.500000 Penalty: 5230.110352
	Iteration 21Q: 3 clusters Score -4573682 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4573736.000000 Penalty: 5230.110352
	Iteration 22Q: 3 clusters Score -4573736 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4573802.000000 Penalty: 5230.110352
	Iteration 23Q: 3 clusters Score -4573802 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4573852.500000 Penalty: 5230.110352
	Iteration 24Q: 3 clusters Score -4573852 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4573921.500000 Penalty: 5230.110352
	Iteration 25Q: 3 clusters Score -4573922 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4573974.000000 Penalty: 5230.110352
	Iteration 26Q: 3 clusters Score -4573974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4574031.000000 Penalty: 5230.110352
	Iteration 27Q: 3 clusters Score -4574031 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4574076.000000 Penalty: 5230.110352
	Iteration 28Q: 3 clusters Score -4574076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4574110.500000 Penalty: 5230.110352
	Iteration 29Q: 3 clusters Score -4574110 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4574154.000000 Penalty: 5230.110352
	Iteration 30Q: 3 clusters Score -4574154 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4574194.000000 Penalty: 5230.110352
	Iteration 31Q: 3 clusters Score -4574194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4574255.000000 Penalty: 5230.110352
	Iteration 32Q: 3 clusters Score -4574255 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4574304.500000 Penalty: 5230.110352
	Iteration 33Q: 3 clusters Score -4574304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4574336.500000 Penalty: 5230.110352
	Iteration 34Q: 3 clusters Score -4574336 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4574393.000000 Penalty: 5230.110352
	Iteration 35Q: 3 clusters Score -4574393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4574439.500000 Penalty: 5230.110352
	Iteration 36Q: 3 clusters Score -4574440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4574485.000000 Penalty: 5230.110352
	Iteration 37Q: 3 clusters Score -4574485 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4574532.500000 Penalty: 5230.110352
	Iteration 38Q: 3 clusters Score -4574532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4574570.000000 Penalty: 5230.110352
	Iteration 39Q: 3 clusters Score -4574570 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4574595.000000 Penalty: 5230.110352
	Iteration 40F: 3 clusters Score -4574595 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4574638.500000 Penalty: 5230.110352
	Iteration 41Q: 3 clusters Score -4574638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4574673.000000 Penalty: 5230.110352
	Iteration 42Q: 3 clusters Score -4574673 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4574682.500000 Penalty: 5230.110352
	Iteration 43Q: 3 clusters Score -4574682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4574724.500000 Penalty: 5230.110352
	Iteration 44Q: 3 clusters Score -4574724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4574754.500000 Penalty: 5230.110352
	Iteration 45Q: 3 clusters Score -4574754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4574804.500000 Penalty: 5230.110352
	Iteration 46Q: 3 clusters Score -4574804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4574829.000000 Penalty: 5230.110352
	Iteration 47Q: 3 clusters Score -4574829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4574852.000000 Penalty: 5230.110352
	Iteration 48Q: 3 clusters Score -4574852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4574867.000000 Penalty: 5230.110352
	Iteration 49Q: 3 clusters Score -4574867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4574893.000000 Penalty: 5230.110352
	Iteration 50Q: 3 clusters Score -4574893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4574899.500000 Penalty: 5230.110352
	Iteration 51Q: 3 clusters Score -4574900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4574914.000000 Penalty: 5230.110352
	Iteration 52Q: 3 clusters Score -4574914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4574918.500000 Penalty: 5230.110352
	Iteration 53Q: 3 clusters Score -4574918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4574925.500000 Penalty: 5230.110352
	Iteration 54Q: 3 clusters Score -4574926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4574939.000000 Penalty: 5230.110352
	Iteration 55Q: 3 clusters Score -4574939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4574950.000000 Penalty: 5230.110352
	Iteration 56Q: 3 clusters Score -4574950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4574953.000000 Penalty: 5230.110352
	Iteration 57Q: 3 clusters Score -4574953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4574964.000000 Penalty: 5230.110352
	Iteration 58Q: 3 clusters Score -4574964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4574975.000000 Penalty: 5230.110352
	Iteration 59Q: 3 clusters Score -4574975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4574977.500000 Penalty: 5230.110352
	Iteration 60F: 3 clusters Score -4574978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4574986.500000 Penalty: 5230.110352
	Iteration 61Q: 3 clusters Score -4574986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4574990.500000 Penalty: 5230.110352
	Iteration 62Q: 3 clusters Score -4574990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4574989.500000 Penalty: 5230.110352
	Iteration 63Q: 3 clusters Score -4574990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4574992.500000 Penalty: 5230.110352
	Iteration 64Q: 3 clusters Score -4574992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4574996.000000 Penalty: 5230.110352
	Iteration 65Q: 3 clusters Score -4574996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4574997.000000 Penalty: 5230.110352
	Iteration 66Q: 3 clusters Score -4574997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4575013.500000 Penalty: 5230.110352
	Iteration 67Q: 3 clusters Score -4575014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4575012.500000 Penalty: 5230.110352
	Iteration 68Q: 3 clusters Score -4575012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4575014.500000 Penalty: 5230.110352
	Iteration 69Q: 3 clusters Score -4575014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4575010.500000 Penalty: 5230.110352
	Iteration 70Q: 3 clusters Score -4575010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4575007.500000 Penalty: 5230.110352
	Iteration 71Q: 3 clusters Score -4575008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4575013.000000 Penalty: 5230.110352
	Iteration 72Q: 3 clusters Score -4575013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4575011.500000 Penalty: 5230.110352
	Iteration 73Q: 3 clusters Score -4575012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4575021.500000 Penalty: 5230.110352
	Iteration 74Q: 3 clusters Score -4575022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4575021.000000 Penalty: 5230.110352
	Iteration 75Q: 3 clusters Score -4575021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4575026.000000 Penalty: 5230.110352
	Iteration 76Q: 3 clusters Score -4575026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4575022.000000 Penalty: 5230.110352
	Iteration 77Q: 3 clusters Score -4575022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4575016.000000 Penalty: 5230.110352
	Iteration 78Q: 3 clusters Score -4575016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4575017.500000 Penalty: 5230.110352
	Iteration 79Q: 3 clusters Score -4575018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4575018.000000 Penalty: 5230.110352
	Iteration 80F: 3 clusters Score -4575018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4575026.000000 Penalty: 5230.110352
	Iteration 81Q: 3 clusters Score -4575026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4575034.000000 Penalty: 5230.110352
	Iteration 82Q: 3 clusters Score -4575034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4575046.500000 Penalty: 5230.110352
	Iteration 83Q: 3 clusters Score -4575046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4575046.000000 Penalty: 5230.110352
	Iteration 84Q: 3 clusters Score -4575046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4575052.500000 Penalty: 5230.110352
	Iteration 85Q: 3 clusters Score -4575052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4575056.500000 Penalty: 5230.110352
	Iteration 86Q: 3 clusters Score -4575056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4575055.000000 Penalty: 5230.110352
	Iteration 87Q: 3 clusters Score -4575055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -4575064.500000 Penalty: 5230.110352
	Iteration 88Q: 3 clusters Score -4575064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -4575062.500000 Penalty: 5230.110352
	Iteration 89Q: 3 clusters Score -4575062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4575065.000000 Penalty: 5230.110352
	Iteration 90Q: 3 clusters Score -4575065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4575065.000000 Penalty: 5230.110352
	Iteration 91F: 3 clusters Score -4575065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -69724.046875 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -69724.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68153.960938 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -68153.96 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68467.750000 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -68467.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68625.953125 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -68625.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68697.500000 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -68697.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68732.109375 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -68732.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68754.398438 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -68754.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68787.476562 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -68787.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68838.710938 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -68838.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68903.242188 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -68903.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68990.125000 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -68990.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69113.148438 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -69113.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69157.429688 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -69157.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69192.500000 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -69192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69206.234375 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -69206.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69218.140625 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -69218.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69227.976562 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -69227.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69240.257812 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -69240.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69258.804688 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -69258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69266.054688 Penalty: 3172.049805
	Iteration 18Q: 3 clusters Score -69266.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69268.000000 Penalty: 3172.049805
	Iteration 19Q: 3 clusters Score -69268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69268.000000 Penalty: 3172.049805
	Iteration 20F: 3 clusters Score -69268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -89775.195312 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -89775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88058.539062 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -88058.54 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88386.851562 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -88386.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88579.554688 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -88579.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88698.445312 Penalty: 3342.710938
	Iteration 3F: 3 clusters Score -88698.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88757.453125 Penalty: 3342.710938
	Iteration 4Q: 3 clusters Score -88757.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88798.390625 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -88798.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88850.015625 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -88850.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88921.843750 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -88921.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88966.804688 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -88966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88985.039062 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -88985.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88994.164062 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -88994.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88996.992188 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -88996.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88998.742188 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -88998.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88998.742188 Penalty: 3342.710938
	Iteration 13F: 3 clusters Score -88998.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -370142.875000 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -370142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366723.281250 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -366723.3 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -367561.312500 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -367561.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -367839.187500 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -367839.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368058.375000 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -368058.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -368277.250000 Penalty: 4011.926758
	Iteration 4F: 3 clusters Score -368277.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -368444.875000 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -368444.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -368620.906250 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -368620.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368786.937500 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -368786.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368874.687500 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -368874.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -368925.218750 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -368925.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -368953.812500 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -368953.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -368981.375000 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -368981.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -369002.906250 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -369002.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -369026.468750 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -369026.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -369041.968750 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -369042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -369055.406250 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -369055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -369067.531250 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -369067.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -369076.375000 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -369076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -369083.625000 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -369083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -369086.218750 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -369086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -369088.812500 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -369088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -369095.062500 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -369095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369098.593750 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -369098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -369101.187500 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -369101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -369102.718750 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -369102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369104.218750 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -369104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -369106.906250 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -369106.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -369108.187500 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -369108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -369109.250000 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -369109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -369109.250000 Penalty: 4011.926758
	Iteration 29F: 3 clusters Score -369109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -165589.578125 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -165589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163400.234375 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -163400.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163806.468750 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -163806.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164103.906250 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -164103.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -164599.671875 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -164599.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -164899.718750 Penalty: 3585.640625
	Iteration 4F: 3 clusters Score -164899.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -165034.437500 Penalty: 3585.640625
	Iteration 5F: 3 clusters Score -165034.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165106.359375 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -165106.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -165141.468750 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -165141.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -165173.875000 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -165173.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165228.421875 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -165228.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -165302.343750 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -165302.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -165475.031250 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -165475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -165680.234375 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -165680.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -165810.781250 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -165810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -165847.453125 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -165847.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -165895.453125 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -165895.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165950.859375 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -165950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166004.031250 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -166004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -166055.937500 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -166055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -166083.015625 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -166083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -166108.625000 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -166108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166148.328125 Penalty: 3585.640625
	Iteration 21Q: 3 clusters Score -166148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -166151.296875 Penalty: 3585.640625
	Iteration 22Q: 3 clusters Score -166151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -166151.296875 Penalty: 3585.640625
	Iteration 23F: 3 clusters Score -166151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 930 members 
Entering Unmasked Estep 
Score: -111266680.000000 Penalty: 152786.656250
Splitting cluster 43 changes total score from -111268080.000000 to -111266680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Entering Unmasked Estep 
Score: -865953.500000 Penalty: 2190.517822
	Iteration 0F: 2 clusters Score -865953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -860291.062500 Penalty: 4381.035645
	Iteration 0F: 3 clusters Score -860291.1 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -861841.687500 Penalty: 4381.035645
	Iteration 1F: 3 clusters Score -861841.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -862136.187500 Penalty: 4381.035645
	Iteration 2F: 3 clusters Score -862136.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -862363.687500 Penalty: 4381.035645
	Iteration 3F: 3 clusters Score -862363.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -862640.562500 Penalty: 4381.035645
	Iteration 4F: 3 clusters Score -862640.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -863006.562500 Penalty: 4381.035645
	Iteration 5F: 3 clusters Score -863006.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -863480.000000 Penalty: 4381.035645
	Iteration 6F: 3 clusters Score -863480 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -863981.250000 Penalty: 4381.035645
	Iteration 7F: 3 clusters Score -863981.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -864427.625000 Penalty: 4381.035645
	Iteration 8F: 3 clusters Score -864427.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -864765.625000 Penalty: 4381.035645
	Iteration 9Q: 3 clusters Score -864765.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -865001.187500 Penalty: 4381.035645
	Iteration 10Q: 3 clusters Score -865001.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -865185.500000 Penalty: 4381.035645
	Iteration 11Q: 3 clusters Score -865185.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -865358.875000 Penalty: 4381.035645
	Iteration 12Q: 3 clusters Score -865358.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -865503.437500 Penalty: 4381.035645
	Iteration 13Q: 3 clusters Score -865503.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -865586.187500 Penalty: 4381.035645
	Iteration 14Q: 3 clusters Score -865586.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -865625.125000 Penalty: 4381.035645
	Iteration 15Q: 3 clusters Score -865625.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -865640.062500 Penalty: 4381.035645
	Iteration 16Q: 3 clusters Score -865640.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -865654.750000 Penalty: 4381.035645
	Iteration 17Q: 3 clusters Score -865654.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -865667.375000 Penalty: 4381.035645
	Iteration 18Q: 3 clusters Score -865667.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -865676.062500 Penalty: 4381.035645
	Iteration 19Q: 3 clusters Score -865676.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -865682.312500 Penalty: 4381.035645
	Iteration 20F: 3 clusters Score -865682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -865687.687500 Penalty: 4381.035645
	Iteration 21Q: 3 clusters Score -865687.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -865693.375000 Penalty: 4381.035645
	Iteration 22Q: 3 clusters Score -865693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -865695.812500 Penalty: 4381.035645
	Iteration 23Q: 3 clusters Score -865695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -865703.437500 Penalty: 4381.035645
	Iteration 24Q: 3 clusters Score -865703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -865706.187500 Penalty: 4381.035645
	Iteration 25Q: 3 clusters Score -865706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -865706.125000 Penalty: 4381.035645
	Iteration 26Q: 3 clusters Score -865706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -865708.187500 Penalty: 4381.035645
	Iteration 27Q: 3 clusters Score -865708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -865708.625000 Penalty: 4381.035645
	Iteration 28Q: 3 clusters Score -865708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -865708.500000 Penalty: 4381.035645
	Iteration 29Q: 3 clusters Score -865708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -865708.312500 Penalty: 4381.035645
	Iteration 30Q: 3 clusters Score -865708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -865710.875000 Penalty: 4381.035645
	Iteration 31Q: 3 clusters Score -865710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -865709.062500 Penalty: 4381.035645
	Iteration 32Q: 3 clusters Score -865709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -865710.500000 Penalty: 4381.035645
	Iteration 33Q: 3 clusters Score -865710.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -865710.500000 Penalty: 4381.035645
	Iteration 34F: 3 clusters Score -865710.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37971 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 149391.406250
Iteration 159Q: 45 clusters Score -1.112681e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118246 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37972 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268072.000000 Penalty: 149391.406250
Iteration 160F: 45 clusters Score -1.112681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 149391.406250
Iteration 161Q: 45 clusters Score -1.112681e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111268088.000000 Penalty: 149391.406250
Iteration 162F: 45 clusters Score -1.112681e+08 nChanged 0
Entering ConstructFrom: 
Score: -111268088.000000 Penalty: 149391.406250
Entering ConstructFrom: 
Trying to split cluster 1 (6988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Entering Unmasked Estep 
Score: -853223.562500 Penalty: 2195.283447
	Iteration 0F: 2 clusters Score -853223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -847432.625000 Penalty: 4390.566895
	Iteration 0F: 3 clusters Score -847432.6 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -849039.875000 Penalty: 4390.566895
	Iteration 1F: 3 clusters Score -849039.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -849420.375000 Penalty: 4390.566895
	Iteration 2F: 3 clusters Score -849420.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -849749.375000 Penalty: 4390.566895
	Iteration 3F: 3 clusters Score -849749.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -850015.500000 Penalty: 4390.566895
	Iteration 4F: 3 clusters Score -850015.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -850321.187500 Penalty: 4390.566895
	Iteration 5F: 3 clusters Score -850321.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -850631.437500 Penalty: 4390.566895
	Iteration 6Q: 3 clusters Score -850631.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -850992.437500 Penalty: 4390.566895
	Iteration 7F: 3 clusters Score -850992.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -851318.062500 Penalty: 4390.566895
	Iteration 8Q: 3 clusters Score -851318.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -851562.562500 Penalty: 4390.566895
	Iteration 9Q: 3 clusters Score -851562.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -851704.750000 Penalty: 4390.566895
	Iteration 10Q: 3 clusters Score -851704.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -851808.750000 Penalty: 4390.566895
	Iteration 11Q: 3 clusters Score -851808.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -851869.937500 Penalty: 4390.566895
	Iteration 12Q: 3 clusters Score -851869.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -851933.937500 Penalty: 4390.566895
	Iteration 13Q: 3 clusters Score -851933.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -851979.812500 Penalty: 4390.566895
	Iteration 14Q: 3 clusters Score -851979.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -852013.562500 Penalty: 4390.566895
	Iteration 15Q: 3 clusters Score -852013.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -852040.312500 Penalty: 4390.566895
	Iteration 16Q: 3 clusters Score -852040.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -852067.375000 Penalty: 4390.566895
	Iteration 17Q: 3 clusters Score -852067.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -852083.562500 Penalty: 4390.566895
	Iteration 18Q: 3 clusters Score -852083.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -852096.812500 Penalty: 4390.566895
	Iteration 19Q: 3 clusters Score -852096.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -852105.062500 Penalty: 4390.566895
	Iteration 20F: 3 clusters Score -852105.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -852113.500000 Penalty: 4390.566895
	Iteration 21Q: 3 clusters Score -852113.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -852116.625000 Penalty: 4390.566895
	Iteration 22Q: 3 clusters Score -852116.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -852121.937500 Penalty: 4390.566895
	Iteration 23Q: 3 clusters Score -852121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -852125.187500 Penalty: 4390.566895
	Iteration 24Q: 3 clusters Score -852125.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -852127.875000 Penalty: 4390.566895
	Iteration 25Q: 3 clusters Score -852127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -852128.625000 Penalty: 4390.566895
	Iteration 26Q: 3 clusters Score -852128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -852134.937500 Penalty: 4390.566895
	Iteration 27Q: 3 clusters Score -852134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -852135.687500 Penalty: 4390.566895
	Iteration 28Q: 3 clusters Score -852135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -852135.687500 Penalty: 4390.566895
	Iteration 29Q: 3 clusters Score -852135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -852138.750000 Penalty: 4390.566895
	Iteration 30Q: 3 clusters Score -852138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -852136.750000 Penalty: 4390.566895
	Iteration 31Q: 3 clusters Score -852136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -852138.937500 Penalty: 4390.566895
	Iteration 32Q: 3 clusters Score -852138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -852139.125000 Penalty: 4390.566895
	Iteration 33Q: 3 clusters Score -852139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -852139.437500 Penalty: 4390.566895
	Iteration 34Q: 3 clusters Score -852139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -852138.875000 Penalty: 4390.566895
	Iteration 35Q: 3 clusters Score -852138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -852139.312500 Penalty: 4390.566895
	Iteration 36Q: 3 clusters Score -852139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -852141.312500 Penalty: 4390.566895
	Iteration 37Q: 3 clusters Score -852141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -852143.687500 Penalty: 4390.566895
	Iteration 38Q: 3 clusters Score -852143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -852146.125000 Penalty: 4390.566895
	Iteration 39Q: 3 clusters Score -852146.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -852147.375000 Penalty: 4390.566895
	Iteration 40F: 3 clusters Score -852147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -852150.312500 Penalty: 4390.566895
	Iteration 41Q: 3 clusters Score -852150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -852150.250000 Penalty: 4390.566895
	Iteration 42Q: 3 clusters Score -852150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -852151.812500 Penalty: 4390.566895
	Iteration 43Q: 3 clusters Score -852151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -852152.187500 Penalty: 4390.566895
	Iteration 44Q: 3 clusters Score -852152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -852152.437500 Penalty: 4390.566895
	Iteration 45Q: 3 clusters Score -852152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -852152.437500 Penalty: 4390.566895
	Iteration 46Q: 3 clusters Score -852152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -852152.937500 Penalty: 4390.566895
	Iteration 47Q: 3 clusters Score -852152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -852154.687500 Penalty: 4390.566895
	Iteration 48Q: 3 clusters Score -852154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -852154.250000 Penalty: 4390.566895
	Iteration 49Q: 3 clusters Score -852154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -852155.437500 Penalty: 4390.566895
	Iteration 50Q: 3 clusters Score -852155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -852158.375000 Penalty: 4390.566895
	Iteration 51Q: 3 clusters Score -852158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -852162.062500 Penalty: 4390.566895
	Iteration 52Q: 3 clusters Score -852162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -852164.187500 Penalty: 4390.566895
	Iteration 53Q: 3 clusters Score -852164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -852172.812500 Penalty: 4390.566895
	Iteration 54Q: 3 clusters Score -852172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -852175.250000 Penalty: 4390.566895
	Iteration 55Q: 3 clusters Score -852175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -852178.687500 Penalty: 4390.566895
	Iteration 56Q: 3 clusters Score -852178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -852178.812500 Penalty: 4390.566895
	Iteration 57Q: 3 clusters Score -852178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -852182.500000 Penalty: 4390.566895
	Iteration 58Q: 3 clusters Score -852182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -852182.562500 Penalty: 4390.566895
	Iteration 59Q: 3 clusters Score -852182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -852183.500000 Penalty: 4390.566895
	Iteration 60F: 3 clusters Score -852183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -852182.875000 Penalty: 4390.566895
	Iteration 61Q: 3 clusters Score -852182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -852182.875000 Penalty: 4390.566895
	Iteration 62F: 3 clusters Score -852182.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160927 members 
Entering Unmasked Estep 
Score: -21088542.000000 Penalty: 2973.199219
	Iteration 0F: 2 clusters Score -2.108854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -20980710.000000 Penalty: 5946.398438
	Iteration 0F: 3 clusters Score -2.098071e+07 nChanged 76786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -21025376.000000 Penalty: 5946.398438
	Iteration 1F: 3 clusters Score -2.102538e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -21026098.000000 Penalty: 5946.398438
	Iteration 2Q: 3 clusters Score -2.10261e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -21026782.000000 Penalty: 5946.398438
	Iteration 3Q: 3 clusters Score -2.102678e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -21027428.000000 Penalty: 5946.398438
	Iteration 4Q: 3 clusters Score -2.102743e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -21028638.000000 Penalty: 5946.398438
	Iteration 5Q: 3 clusters Score -2.102864e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -21030180.000000 Penalty: 5946.398438
	Iteration 6Q: 3 clusters Score -2.103018e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -21032750.000000 Penalty: 5946.398438
	Iteration 7Q: 3 clusters Score -2.103275e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 103148 members 
Entering Unmasked Estep 
Score: -21037196.000000 Penalty: 5946.398438
	Iteration 8F: 3 clusters Score -2.10372e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -21043962.000000 Penalty: 5946.398438
	Iteration 9F: 3 clusters Score -2.104396e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 124372 members 
Entering Unmasked Estep 
Score: -21053444.000000 Penalty: 5946.398438
	Iteration 10F: 3 clusters Score -2.105344e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -21063642.000000 Penalty: 5946.398438
	Iteration 11F: 3 clusters Score -2.106364e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -21072500.000000 Penalty: 5946.398438
	Iteration 12F: 3 clusters Score -2.10725e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 152793 members 
Entering Unmasked Estep 
Score: -21078598.000000 Penalty: 5946.398438
	Iteration 13Q: 3 clusters Score -2.10786e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 156976 members 
Entering Unmasked Estep 
Score: -21082448.000000 Penalty: 5946.398438
	Iteration 14Q: 3 clusters Score -2.108245e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -21084376.000000 Penalty: 5946.398438
	Iteration 15Q: 3 clusters Score -2.108438e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 160031 members 
Entering Unmasked Estep 
Score: -21085232.000000 Penalty: 5946.398438
	Iteration 16Q: 3 clusters Score -2.108523e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -21085616.000000 Penalty: 5946.398438
	Iteration 17Q: 3 clusters Score -2.108562e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 160537 members 
Entering Unmasked Estep 
Score: -21085756.000000 Penalty: 5946.398438
	Iteration 18Q: 3 clusters Score -2.108576e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -21085870.000000 Penalty: 5946.398438
	Iteration 19Q: 3 clusters Score -2.108587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -21085910.000000 Penalty: 5946.398438
	Iteration 20F: 3 clusters Score -2.108591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -21085924.000000 Penalty: 5946.398438
	Iteration 21Q: 3 clusters Score -2.108592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -21085946.000000 Penalty: 5946.398438
	Iteration 22Q: 3 clusters Score -2.108595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160634 members 
Entering Unmasked Estep 
Score: -21085970.000000 Penalty: 5946.398438
	Iteration 23Q: 3 clusters Score -2.108597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -21085958.000000 Penalty: 5946.398438
	Iteration 24Q: 3 clusters Score -2.108596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -21085976.000000 Penalty: 5946.398438
	Iteration 25Q: 3 clusters Score -2.108598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -21085988.000000 Penalty: 5946.398438
	Iteration 26Q: 3 clusters Score -2.108599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160647 members 
Entering Unmasked Estep 
Score: -21085990.000000 Penalty: 5946.398438
	Iteration 27Q: 3 clusters Score -2.108599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -21085998.000000 Penalty: 5946.398438
	Iteration 28Q: 3 clusters Score -2.1086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -21086010.000000 Penalty: 5946.398438
	Iteration 29Q: 3 clusters Score -2.108601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -21086026.000000 Penalty: 5946.398438
	Iteration 30Q: 3 clusters Score -2.108603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -21086024.000000 Penalty: 5946.398438
	Iteration 31Q: 3 clusters Score -2.108602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160660 members 
Entering Unmasked Estep 
Score: -21086024.000000 Penalty: 5946.398438
	Iteration 32Q: 3 clusters Score -2.108602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -21086022.000000 Penalty: 5946.398438
	Iteration 33Q: 3 clusters Score -2.108602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -21086022.000000 Penalty: 5946.398438
	Iteration 34F: 3 clusters Score -2.108602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -786671.312500 Penalty: 2165.691406
	Iteration 0F: 2 clusters Score -786671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -781422.250000 Penalty: 4331.382812
	Iteration 0F: 3 clusters Score -781422.2 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -782802.312500 Penalty: 4331.382812
	Iteration 1F: 3 clusters Score -782802.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -783049.687500 Penalty: 4331.382812
	Iteration 2F: 3 clusters Score -783049.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -783244.375000 Penalty: 4331.382812
	Iteration 3F: 3 clusters Score -783244.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -783415.937500 Penalty: 4331.382812
	Iteration 4Q: 3 clusters Score -783415.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -783619.437500 Penalty: 4331.382812
	Iteration 5Q: 3 clusters Score -783619.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -783853.375000 Penalty: 4331.382812
	Iteration 6Q: 3 clusters Score -783853.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -784124.937500 Penalty: 4331.382812
	Iteration 7F: 3 clusters Score -784124.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -784381.125000 Penalty: 4331.382812
	Iteration 8F: 3 clusters Score -784381.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -784562.312500 Penalty: 4331.382812
	Iteration 9Q: 3 clusters Score -784562.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -784704.187500 Penalty: 4331.382812
	Iteration 10Q: 3 clusters Score -784704.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -784809.000000 Penalty: 4331.382812
	Iteration 11Q: 3 clusters Score -784809 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -784884.875000 Penalty: 4331.382812
	Iteration 12Q: 3 clusters Score -784884.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -784952.062500 Penalty: 4331.382812
	Iteration 13Q: 3 clusters Score -784952.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -785002.750000 Penalty: 4331.382812
	Iteration 14Q: 3 clusters Score -785002.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -785040.500000 Penalty: 4331.382812
	Iteration 15Q: 3 clusters Score -785040.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -785074.437500 Penalty: 4331.382812
	Iteration 16Q: 3 clusters Score -785074.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -785109.375000 Penalty: 4331.382812
	Iteration 17Q: 3 clusters Score -785109.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -785133.750000 Penalty: 4331.382812
	Iteration 18Q: 3 clusters Score -785133.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -785160.687500 Penalty: 4331.382812
	Iteration 19Q: 3 clusters Score -785160.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -785185.625000 Penalty: 4331.382812
	Iteration 20F: 3 clusters Score -785185.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -785204.500000 Penalty: 4331.382812
	Iteration 21Q: 3 clusters Score -785204.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -785222.812500 Penalty: 4331.382812
	Iteration 22Q: 3 clusters Score -785222.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -785235.000000 Penalty: 4331.382812
	Iteration 23Q: 3 clusters Score -785235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -785244.187500 Penalty: 4331.382812
	Iteration 24Q: 3 clusters Score -785244.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -785248.875000 Penalty: 4331.382812
	Iteration 25Q: 3 clusters Score -785248.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -785256.312500 Penalty: 4331.382812
	Iteration 26Q: 3 clusters Score -785256.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -785263.500000 Penalty: 4331.382812
	Iteration 27Q: 3 clusters Score -785263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -785270.187500 Penalty: 4331.382812
	Iteration 28Q: 3 clusters Score -785270.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -785277.312500 Penalty: 4331.382812
	Iteration 29Q: 3 clusters Score -785277.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -785283.625000 Penalty: 4331.382812
	Iteration 30Q: 3 clusters Score -785283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -785290.312500 Penalty: 4331.382812
	Iteration 31Q: 3 clusters Score -785290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -785296.187500 Penalty: 4331.382812
	Iteration 32Q: 3 clusters Score -785296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -785302.312500 Penalty: 4331.382812
	Iteration 33Q: 3 clusters Score -785302.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -785307.875000 Penalty: 4331.382812
	Iteration 34Q: 3 clusters Score -785307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -785309.062500 Penalty: 4331.382812
	Iteration 35Q: 3 clusters Score -785309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -785310.125000 Penalty: 4331.382812
	Iteration 36Q: 3 clusters Score -785310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -785312.250000 Penalty: 4331.382812
	Iteration 37Q: 3 clusters Score -785312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -785312.125000 Penalty: 4331.382812
	Iteration 38Q: 3 clusters Score -785312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -785312.687500 Penalty: 4331.382812
	Iteration 39Q: 3 clusters Score -785312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -785316.500000 Penalty: 4331.382812
	Iteration 40F: 3 clusters Score -785316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -785316.000000 Penalty: 4331.382812
	Iteration 41Q: 3 clusters Score -785316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -785317.500000 Penalty: 4331.382812
	Iteration 42Q: 3 clusters Score -785317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -785320.375000 Penalty: 4331.382812
	Iteration 43Q: 3 clusters Score -785320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -785324.000000 Penalty: 4331.382812
	Iteration 44Q: 3 clusters Score -785324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -785324.187500 Penalty: 4331.382812
	Iteration 45Q: 3 clusters Score -785324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -785327.687500 Penalty: 4331.382812
	Iteration 46Q: 3 clusters Score -785327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -785328.125000 Penalty: 4331.382812
	Iteration 47Q: 3 clusters Score -785328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -785327.625000 Penalty: 4331.382812
	Iteration 48Q: 3 clusters Score -785327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -785327.625000 Penalty: 4331.382812
	Iteration 49F: 3 clusters Score -785327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Entering Unmasked Estep 
Score: -7663251.500000 Penalty: 2724.722168
	Iteration 0F: 2 clusters Score -7663252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7623574.000000 Penalty: 5449.444336
	Iteration 0F: 3 clusters Score -7623574 nChanged 27568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -7638869.500000 Penalty: 5449.444336
	Iteration 1F: 3 clusters Score -7638870 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7639494.500000 Penalty: 5449.444336
	Iteration 2Q: 3 clusters Score -7639494 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7640221.500000 Penalty: 5449.444336
	Iteration 3Q: 3 clusters Score -7640222 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -7640953.500000 Penalty: 5449.444336
	Iteration 4Q: 3 clusters Score -7640954 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -7641832.000000 Penalty: 5449.444336
	Iteration 5Q: 3 clusters Score -7641832 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -7642986.500000 Penalty: 5449.444336
	Iteration 6Q: 3 clusters Score -7642986 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -7644480.500000 Penalty: 5449.444336
	Iteration 7Q: 3 clusters Score -7644480 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -7646667.500000 Penalty: 5449.444336
	Iteration 8F: 3 clusters Score -7646668 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -7649499.500000 Penalty: 5449.444336
	Iteration 9F: 3 clusters Score -7649500 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -7652588.000000 Penalty: 5449.444336
	Iteration 10F: 3 clusters Score -7652588 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -7655472.000000 Penalty: 5449.444336
	Iteration 11F: 3 clusters Score -7655472 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7657586.000000 Penalty: 5449.444336
	Iteration 12Q: 3 clusters Score -7657586 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7658949.000000 Penalty: 5449.444336
	Iteration 13Q: 3 clusters Score -7658949 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7659831.000000 Penalty: 5449.444336
	Iteration 14Q: 3 clusters Score -7659831 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7660328.500000 Penalty: 5449.444336
	Iteration 15Q: 3 clusters Score -7660328 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7660581.500000 Penalty: 5449.444336
	Iteration 16Q: 3 clusters Score -7660582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7660680.500000 Penalty: 5449.444336
	Iteration 17Q: 3 clusters Score -7660680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7660766.000000 Penalty: 5449.444336
	Iteration 18Q: 3 clusters Score -7660766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7660817.000000 Penalty: 5449.444336
	Iteration 19Q: 3 clusters Score -7660817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7660828.000000 Penalty: 5449.444336
	Iteration 20F: 3 clusters Score -7660828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7660843.500000 Penalty: 5449.444336
	Iteration 21Q: 3 clusters Score -7660844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7660848.000000 Penalty: 5449.444336
	Iteration 22Q: 3 clusters Score -7660848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7660864.000000 Penalty: 5449.444336
	Iteration 23Q: 3 clusters Score -7660864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7660873.000000 Penalty: 5449.444336
	Iteration 24Q: 3 clusters Score -7660873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7660876.500000 Penalty: 5449.444336
	Iteration 25Q: 3 clusters Score -7660876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7660874.000000 Penalty: 5449.444336
	Iteration 26Q: 3 clusters Score -7660874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7660885.000000 Penalty: 5449.444336
	Iteration 27Q: 3 clusters Score -7660885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7660886.000000 Penalty: 5449.444336
	Iteration 28Q: 3 clusters Score -7660886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7660890.000000 Penalty: 5449.444336
	Iteration 29Q: 3 clusters Score -7660890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7660896.500000 Penalty: 5449.444336
	Iteration 30Q: 3 clusters Score -7660896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7660898.000000 Penalty: 5449.444336
	Iteration 31Q: 3 clusters Score -7660898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7660894.000000 Penalty: 5449.444336
	Iteration 32Q: 3 clusters Score -7660894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7660898.500000 Penalty: 5449.444336
	Iteration 33Q: 3 clusters Score -7660898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7660900.000000 Penalty: 5449.444336
	Iteration 34Q: 3 clusters Score -7660900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7660898.500000 Penalty: 5449.444336
	Iteration 35Q: 3 clusters Score -7660898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7660908.000000 Penalty: 5449.444336
	Iteration 36Q: 3 clusters Score -7660908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7660909.000000 Penalty: 5449.444336
	Iteration 37Q: 3 clusters Score -7660909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7660917.500000 Penalty: 5449.444336
	Iteration 38Q: 3 clusters Score -7660918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7660918.500000 Penalty: 5449.444336
	Iteration 39Q: 3 clusters Score -7660918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7660912.000000 Penalty: 5449.444336
	Iteration 40F: 3 clusters Score -7660912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7660918.000000 Penalty: 5449.444336
	Iteration 41Q: 3 clusters Score -7660918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7660925.000000 Penalty: 5449.444336
	Iteration 42Q: 3 clusters Score -7660925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7660931.500000 Penalty: 5449.444336
	Iteration 43Q: 3 clusters Score -7660932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7660931.500000 Penalty: 5449.444336
	Iteration 44Q: 3 clusters Score -7660932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7660934.000000 Penalty: 5449.444336
	Iteration 45Q: 3 clusters Score -7660934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7660935.000000 Penalty: 5449.444336
	Iteration 46Q: 3 clusters Score -7660935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7660933.500000 Penalty: 5449.444336
	Iteration 47Q: 3 clusters Score -7660934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7660933.500000 Penalty: 5449.444336
	Iteration 48Q: 3 clusters Score -7660934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7660934.500000 Penalty: 5449.444336
	Iteration 49Q: 3 clusters Score -7660934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7660931.500000 Penalty: 5449.444336
	Iteration 50Q: 3 clusters Score -7660932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7660935.500000 Penalty: 5449.444336
	Iteration 51Q: 3 clusters Score -7660936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7660946.500000 Penalty: 5449.444336
	Iteration 52Q: 3 clusters Score -7660946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7660938.000000 Penalty: 5449.444336
	Iteration 53Q: 3 clusters Score -7660938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7660939.500000 Penalty: 5449.444336
	Iteration 54Q: 3 clusters Score -7660940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7660939.500000 Penalty: 5449.444336
	Iteration 55F: 3 clusters Score -7660940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Entering Unmasked Estep 
Score: -6181679.000000 Penalty: 2672.119629
	Iteration 0F: 2 clusters Score -6181679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6149613.000000 Penalty: 5344.239258
	Iteration 0F: 3 clusters Score -6149613 nChanged 21911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6162168.000000 Penalty: 5344.239258
	Iteration 1F: 3 clusters Score -6162168 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6163405.000000 Penalty: 5344.239258
	Iteration 2F: 3 clusters Score -6163405 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -6164951.500000 Penalty: 5344.239258
	Iteration 3F: 3 clusters Score -6164952 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -6166956.000000 Penalty: 5344.239258
	Iteration 4F: 3 clusters Score -6166956 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6169579.500000 Penalty: 5344.239258
	Iteration 5F: 3 clusters Score -6169580 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6172325.500000 Penalty: 5344.239258
	Iteration 6F: 3 clusters Score -6172326 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -6174709.500000 Penalty: 5344.239258
	Iteration 7F: 3 clusters Score -6174710 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -6176413.000000 Penalty: 5344.239258
	Iteration 8F: 3 clusters Score -6176413 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -6177446.500000 Penalty: 5344.239258
	Iteration 9Q: 3 clusters Score -6177446 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -6178051.500000 Penalty: 5344.239258
	Iteration 10Q: 3 clusters Score -6178052 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -6178438.000000 Penalty: 5344.239258
	Iteration 11Q: 3 clusters Score -6178438 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6178761.000000 Penalty: 5344.239258
	Iteration 12Q: 3 clusters Score -6178761 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6178994.500000 Penalty: 5344.239258
	Iteration 13Q: 3 clusters Score -6178994 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -6179167.000000 Penalty: 5344.239258
	Iteration 14Q: 3 clusters Score -6179167 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6179381.000000 Penalty: 5344.239258
	Iteration 15Q: 3 clusters Score -6179381 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -6179528.500000 Penalty: 5344.239258
	Iteration 16Q: 3 clusters Score -6179528 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -6179697.500000 Penalty: 5344.239258
	Iteration 17Q: 3 clusters Score -6179698 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -6179809.000000 Penalty: 5344.239258
	Iteration 18Q: 3 clusters Score -6179809 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -6179914.000000 Penalty: 5344.239258
	Iteration 19Q: 3 clusters Score -6179914 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -6179974.500000 Penalty: 5344.239258
	Iteration 20F: 3 clusters Score -6179974 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -6180034.500000 Penalty: 5344.239258
	Iteration 21Q: 3 clusters Score -6180034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6180103.000000 Penalty: 5344.239258
	Iteration 22Q: 3 clusters Score -6180103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -6180139.500000 Penalty: 5344.239258
	Iteration 23Q: 3 clusters Score -6180140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -6180173.500000 Penalty: 5344.239258
	Iteration 24Q: 3 clusters Score -6180174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -6180218.000000 Penalty: 5344.239258
	Iteration 25Q: 3 clusters Score -6180218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -6180249.000000 Penalty: 5344.239258
	Iteration 26Q: 3 clusters Score -6180249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6180279.000000 Penalty: 5344.239258
	Iteration 27Q: 3 clusters Score -6180279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -6180321.000000 Penalty: 5344.239258
	Iteration 28Q: 3 clusters Score -6180321 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -6180336.000000 Penalty: 5344.239258
	Iteration 29Q: 3 clusters Score -6180336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -6180355.500000 Penalty: 5344.239258
	Iteration 30Q: 3 clusters Score -6180356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -6180369.500000 Penalty: 5344.239258
	Iteration 31Q: 3 clusters Score -6180370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6180378.000000 Penalty: 5344.239258
	Iteration 32Q: 3 clusters Score -6180378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -6180380.500000 Penalty: 5344.239258
	Iteration 33Q: 3 clusters Score -6180380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6180389.000000 Penalty: 5344.239258
	Iteration 34Q: 3 clusters Score -6180389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6180384.000000 Penalty: 5344.239258
	Iteration 35Q: 3 clusters Score -6180384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6180382.000000 Penalty: 5344.239258
	Iteration 36Q: 3 clusters Score -6180382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -6180397.500000 Penalty: 5344.239258
	Iteration 37Q: 3 clusters Score -6180398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6180396.500000 Penalty: 5344.239258
	Iteration 38Q: 3 clusters Score -6180396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6180398.000000 Penalty: 5344.239258
	Iteration 39Q: 3 clusters Score -6180398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6180403.000000 Penalty: 5344.239258
	Iteration 40F: 3 clusters Score -6180403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6180413.000000 Penalty: 5344.239258
	Iteration 41Q: 3 clusters Score -6180413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6180415.000000 Penalty: 5344.239258
	Iteration 42Q: 3 clusters Score -6180415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6180421.000000 Penalty: 5344.239258
	Iteration 43Q: 3 clusters Score -6180421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6180422.500000 Penalty: 5344.239258
	Iteration 44Q: 3 clusters Score -6180422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -6180423.500000 Penalty: 5344.239258
	Iteration 45Q: 3 clusters Score -6180424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6180431.000000 Penalty: 5344.239258
	Iteration 46Q: 3 clusters Score -6180431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -6180437.500000 Penalty: 5344.239258
	Iteration 47Q: 3 clusters Score -6180438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -6180443.000000 Penalty: 5344.239258
	Iteration 48Q: 3 clusters Score -6180443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6180441.500000 Penalty: 5344.239258
	Iteration 49Q: 3 clusters Score -6180442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -6180435.000000 Penalty: 5344.239258
	Iteration 50Q: 3 clusters Score -6180435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -6180442.500000 Penalty: 5344.239258
	Iteration 51Q: 3 clusters Score -6180442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -6180434.500000 Penalty: 5344.239258
	Iteration 52Q: 3 clusters Score -6180434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6180439.000000 Penalty: 5344.239258
	Iteration 53Q: 3 clusters Score -6180439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -6180427.500000 Penalty: 5344.239258
	Iteration 54Q: 3 clusters Score -6180428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6180434.500000 Penalty: 5344.239258
	Iteration 55Q: 3 clusters Score -6180434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -6180437.000000 Penalty: 5344.239258
	Iteration 56Q: 3 clusters Score -6180437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -6180437.500000 Penalty: 5344.239258
	Iteration 57Q: 3 clusters Score -6180438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6180427.500000 Penalty: 5344.239258
	Iteration 58Q: 3 clusters Score -6180428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6180426.000000 Penalty: 5344.239258
	Iteration 59Q: 3 clusters Score -6180426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -6180431.500000 Penalty: 5344.239258
	Iteration 60F: 3 clusters Score -6180432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -6180426.000000 Penalty: 5344.239258
	Iteration 61Q: 3 clusters Score -6180426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -6180425.000000 Penalty: 5344.239258
	Iteration 62Q: 3 clusters Score -6180425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -6180435.500000 Penalty: 5344.239258
	Iteration 63Q: 3 clusters Score -6180436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -6180437.500000 Penalty: 5344.239258
	Iteration 64Q: 3 clusters Score -6180438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -6180432.000000 Penalty: 5344.239258
	Iteration 65Q: 3 clusters Score -6180432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -6180433.000000 Penalty: 5344.239258
	Iteration 66Q: 3 clusters Score -6180433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -6180439.000000 Penalty: 5344.239258
	Iteration 67Q: 3 clusters Score -6180439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -6180438.000000 Penalty: 5344.239258
	Iteration 68Q: 3 clusters Score -6180438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -6180431.000000 Penalty: 5344.239258
	Iteration 69Q: 3 clusters Score -6180431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6180432.500000 Penalty: 5344.239258
	Iteration 70Q: 3 clusters Score -6180432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -6180428.000000 Penalty: 5344.239258
	Iteration 71Q: 3 clusters Score -6180428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6180428.500000 Penalty: 5344.239258
	Iteration 72Q: 3 clusters Score -6180428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -6180428.500000 Penalty: 5344.239258
	Iteration 73Q: 3 clusters Score -6180428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6180426.000000 Penalty: 5344.239258
	Iteration 74Q: 3 clusters Score -6180426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6180429.000000 Penalty: 5344.239258
	Iteration 75Q: 3 clusters Score -6180429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -6180425.500000 Penalty: 5344.239258
	Iteration 76Q: 3 clusters Score -6180426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6180425.500000 Penalty: 5344.239258
	Iteration 77Q: 3 clusters Score -6180426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6180425.500000 Penalty: 5344.239258
	Iteration 78F: 3 clusters Score -6180426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1280424.125000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1280424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1272839.500000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1272840 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1275037.875000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1275038 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1275409.750000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1275410 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1275715.375000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1275715 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1275984.875000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1275985 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1276293.375000 Penalty: 4562.189941
	Iteration 5Q: 3 clusters Score -1276293 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1276588.125000 Penalty: 4562.189941
	Iteration 6F: 3 clusters Score -1276588 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1276876.750000 Penalty: 4562.189941
	Iteration 7F: 3 clusters Score -1276877 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1277102.750000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1277103 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1277267.750000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1277268 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1277375.750000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1277376 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1277447.625000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1277448 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1277497.250000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1277497 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1277533.000000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1277533 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1277558.625000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1277559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1277582.125000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1277582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1277593.500000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1277594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1277601.875000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1277602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1277613.000000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1277613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1277618.875000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1277619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1277617.250000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1277617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1277622.125000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1277622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1277625.625000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1277626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1277626.625000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1277627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1277628.000000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1277628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1277630.125000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1277630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1277626.875000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1277627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1277626.750000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1277627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1277629.125000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1277629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1277628.875000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1277629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1277631.250000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1277631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1277630.500000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1277630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1277628.750000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1277629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1277632.375000 Penalty: 4562.189941
	Iteration 33Q: 3 clusters Score -1277632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1277636.375000 Penalty: 4562.189941
	Iteration 34Q: 3 clusters Score -1277636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1277634.875000 Penalty: 4562.189941
	Iteration 35Q: 3 clusters Score -1277635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1277635.250000 Penalty: 4562.189941
	Iteration 36Q: 3 clusters Score -1277635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1277633.750000 Penalty: 4562.189941
	Iteration 37Q: 3 clusters Score -1277634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1277633.875000 Penalty: 4562.189941
	Iteration 38Q: 3 clusters Score -1277634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1277636.125000 Penalty: 4562.189941
	Iteration 39Q: 3 clusters Score -1277636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1277636.875000 Penalty: 4562.189941
	Iteration 40F: 3 clusters Score -1277637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1277636.875000 Penalty: 4562.189941
	Iteration 41Q: 3 clusters Score -1277637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1277638.125000 Penalty: 4562.189941
	Iteration 42Q: 3 clusters Score -1277638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1277638.125000 Penalty: 4562.189941
	Iteration 43F: 3 clusters Score -1277638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Entering Unmasked Estep 
Score: -2029058.125000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -2029058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2017015.500000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -2017016 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2021252.875000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -2021253 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2022159.750000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -2022160 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2023161.750000 Penalty: 4822.808594
	Iteration 3F: 3 clusters Score -2023162 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2024159.500000 Penalty: 4822.808594
	Iteration 4F: 3 clusters Score -2024160 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2024933.125000 Penalty: 4822.808594
	Iteration 5F: 3 clusters Score -2024933 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2025592.125000 Penalty: 4822.808594
	Iteration 6F: 3 clusters Score -2025592 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2026178.500000 Penalty: 4822.808594
	Iteration 7Q: 3 clusters Score -2026178 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2026690.750000 Penalty: 4822.808594
	Iteration 8Q: 3 clusters Score -2026691 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2027026.250000 Penalty: 4822.808594
	Iteration 9Q: 3 clusters Score -2027026 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2027246.000000 Penalty: 4822.808594
	Iteration 10Q: 3 clusters Score -2027246 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2027373.500000 Penalty: 4822.808594
	Iteration 11Q: 3 clusters Score -2027374 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2027470.625000 Penalty: 4822.808594
	Iteration 12Q: 3 clusters Score -2027471 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2027539.625000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -2027540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2027590.750000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -2027591 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2027630.125000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -2027630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2027669.125000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -2027669 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2027704.375000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -2027704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2027741.125000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -2027741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2027755.125000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -2027755 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2027774.875000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -2027775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2027807.875000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -2027808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2027830.125000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -2027830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2027845.375000 Penalty: 4822.808594
	Iteration 23Q: 3 clusters Score -2027845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2027861.125000 Penalty: 4822.808594
	Iteration 24Q: 3 clusters Score -2027861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2027880.375000 Penalty: 4822.808594
	Iteration 25Q: 3 clusters Score -2027880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2027893.625000 Penalty: 4822.808594
	Iteration 26Q: 3 clusters Score -2027894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2027906.625000 Penalty: 4822.808594
	Iteration 27Q: 3 clusters Score -2027907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2027922.500000 Penalty: 4822.808594
	Iteration 28Q: 3 clusters Score -2027922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2027924.250000 Penalty: 4822.808594
	Iteration 29Q: 3 clusters Score -2027924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2027934.375000 Penalty: 4822.808594
	Iteration 30Q: 3 clusters Score -2027934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2027948.000000 Penalty: 4822.808594
	Iteration 31Q: 3 clusters Score -2027948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2027942.750000 Penalty: 4822.808594
	Iteration 32Q: 3 clusters Score -2027943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2027956.250000 Penalty: 4822.808594
	Iteration 33Q: 3 clusters Score -2027956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2027966.000000 Penalty: 4822.808594
	Iteration 34Q: 3 clusters Score -2027966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2027969.625000 Penalty: 4822.808594
	Iteration 35Q: 3 clusters Score -2027970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2027980.750000 Penalty: 4822.808594
	Iteration 36Q: 3 clusters Score -2027981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2027988.375000 Penalty: 4822.808594
	Iteration 37Q: 3 clusters Score -2027988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2028000.875000 Penalty: 4822.808594
	Iteration 38Q: 3 clusters Score -2028001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2028013.750000 Penalty: 4822.808594
	Iteration 39Q: 3 clusters Score -2028014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2028018.000000 Penalty: 4822.808594
	Iteration 40F: 3 clusters Score -2028018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2028023.125000 Penalty: 4822.808594
	Iteration 41Q: 3 clusters Score -2028023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2028024.500000 Penalty: 4822.808594
	Iteration 42Q: 3 clusters Score -2028024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2028033.375000 Penalty: 4822.808594
	Iteration 43Q: 3 clusters Score -2028033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2028034.625000 Penalty: 4822.808594
	Iteration 44Q: 3 clusters Score -2028035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2028036.000000 Penalty: 4822.808594
	Iteration 45Q: 3 clusters Score -2028036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2028041.375000 Penalty: 4822.808594
	Iteration 46Q: 3 clusters Score -2028041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2028039.750000 Penalty: 4822.808594
	Iteration 47Q: 3 clusters Score -2028040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2028040.750000 Penalty: 4822.808594
	Iteration 48Q: 3 clusters Score -2028041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2028044.125000 Penalty: 4822.808594
	Iteration 49Q: 3 clusters Score -2028044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2028042.000000 Penalty: 4822.808594
	Iteration 50Q: 3 clusters Score -2028042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2028041.250000 Penalty: 4822.808594
	Iteration 51Q: 3 clusters Score -2028041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2028045.000000 Penalty: 4822.808594
	Iteration 52Q: 3 clusters Score -2028045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2028047.000000 Penalty: 4822.808594
	Iteration 53Q: 3 clusters Score -2028047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2028045.500000 Penalty: 4822.808594
	Iteration 54Q: 3 clusters Score -2028046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2028046.625000 Penalty: 4822.808594
	Iteration 55Q: 3 clusters Score -2028047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2028049.250000 Penalty: 4822.808594
	Iteration 56Q: 3 clusters Score -2028049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2028044.000000 Penalty: 4822.808594
	Iteration 57Q: 3 clusters Score -2028044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2028043.000000 Penalty: 4822.808594
	Iteration 58Q: 3 clusters Score -2028043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2028045.375000 Penalty: 4822.808594
	Iteration 59Q: 3 clusters Score -2028045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2028047.500000 Penalty: 4822.808594
	Iteration 60F: 3 clusters Score -2028048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2028045.875000 Penalty: 4822.808594
	Iteration 61Q: 3 clusters Score -2028046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2028047.500000 Penalty: 4822.808594
	Iteration 62Q: 3 clusters Score -2028048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2028049.250000 Penalty: 4822.808594
	Iteration 63Q: 3 clusters Score -2028049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2028050.875000 Penalty: 4822.808594
	Iteration 64Q: 3 clusters Score -2028051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2028050.875000 Penalty: 4822.808594
	Iteration 65F: 3 clusters Score -2028051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -118624.234375 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -118624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116764.953125 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -116765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117079.148438 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -117079.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117162.164062 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -117162.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117195.468750 Penalty: 3391.317139
	Iteration 3Q: 3 clusters Score -117195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117213.343750 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -117213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117218.390625 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -117218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117223.812500 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -117223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117223.812500 Penalty: 3391.317139
	Iteration 7F: 3 clusters Score -117223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1469811.625000 Penalty: 2313.242432
	Iteration 0F: 2 clusters Score -1469812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1461442.500000 Penalty: 4626.484863
	Iteration 0F: 3 clusters Score -1461442 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1464097.750000 Penalty: 4626.484863
	Iteration 1F: 3 clusters Score -1464098 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1464804.875000 Penalty: 4626.484863
	Iteration 2F: 3 clusters Score -1464805 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1465704.625000 Penalty: 4626.484863
	Iteration 3F: 3 clusters Score -1465705 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1466660.750000 Penalty: 4626.484863
	Iteration 4F: 3 clusters Score -1466661 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1467432.250000 Penalty: 4626.484863
	Iteration 5F: 3 clusters Score -1467432 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1467884.125000 Penalty: 4626.484863
	Iteration 6F: 3 clusters Score -1467884 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1468137.375000 Penalty: 4626.484863
	Iteration 7Q: 3 clusters Score -1468137 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1468319.750000 Penalty: 4626.484863
	Iteration 8Q: 3 clusters Score -1468320 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1468436.625000 Penalty: 4626.484863
	Iteration 9Q: 3 clusters Score -1468437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1468528.750000 Penalty: 4626.484863
	Iteration 10Q: 3 clusters Score -1468529 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1468587.000000 Penalty: 4626.484863
	Iteration 11Q: 3 clusters Score -1468587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1468638.375000 Penalty: 4626.484863
	Iteration 12Q: 3 clusters Score -1468638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1468681.500000 Penalty: 4626.484863
	Iteration 13Q: 3 clusters Score -1468682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1468718.500000 Penalty: 4626.484863
	Iteration 14Q: 3 clusters Score -1468718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1468749.000000 Penalty: 4626.484863
	Iteration 15Q: 3 clusters Score -1468749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1468762.375000 Penalty: 4626.484863
	Iteration 16Q: 3 clusters Score -1468762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1468784.500000 Penalty: 4626.484863
	Iteration 17Q: 3 clusters Score -1468784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1468797.250000 Penalty: 4626.484863
	Iteration 18Q: 3 clusters Score -1468797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1468807.000000 Penalty: 4626.484863
	Iteration 19Q: 3 clusters Score -1468807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1468814.875000 Penalty: 4626.484863
	Iteration 20F: 3 clusters Score -1468815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1468828.125000 Penalty: 4626.484863
	Iteration 21Q: 3 clusters Score -1468828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1468833.375000 Penalty: 4626.484863
	Iteration 22Q: 3 clusters Score -1468833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1468841.625000 Penalty: 4626.484863
	Iteration 23Q: 3 clusters Score -1468842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1468848.250000 Penalty: 4626.484863
	Iteration 24Q: 3 clusters Score -1468848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1468852.000000 Penalty: 4626.484863
	Iteration 25Q: 3 clusters Score -1468852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1468857.750000 Penalty: 4626.484863
	Iteration 26Q: 3 clusters Score -1468858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1468859.250000 Penalty: 4626.484863
	Iteration 27Q: 3 clusters Score -1468859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1468863.875000 Penalty: 4626.484863
	Iteration 28Q: 3 clusters Score -1468864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1468864.375000 Penalty: 4626.484863
	Iteration 29Q: 3 clusters Score -1468864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1468865.375000 Penalty: 4626.484863
	Iteration 30Q: 3 clusters Score -1468865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1468870.625000 Penalty: 4626.484863
	Iteration 31Q: 3 clusters Score -1468871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1468868.750000 Penalty: 4626.484863
	Iteration 32Q: 3 clusters Score -1468869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1468871.125000 Penalty: 4626.484863
	Iteration 33Q: 3 clusters Score -1468871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1468871.125000 Penalty: 4626.484863
	Iteration 34F: 3 clusters Score -1468871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -699106.687500 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -699106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -694281.187500 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -694281.2 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -695535.375000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -695535.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -695821.187500 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -695821.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -696062.250000 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -696062.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -696230.500000 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -696230.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -696400.062500 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -696400.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -696677.375000 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -696677.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -696983.875000 Penalty: 4268.907715
	Iteration 7F: 3 clusters Score -696983.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -697343.437500 Penalty: 4268.907715
	Iteration 8F: 3 clusters Score -697343.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -697726.187500 Penalty: 4268.907715
	Iteration 9F: 3 clusters Score -697726.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -698061.562500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -698061.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -698324.875000 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -698324.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -698549.937500 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -698549.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -698700.187500 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -698700.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -698794.812500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -698794.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -698862.250000 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -698862.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -698907.375000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -698907.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -698935.750000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -698935.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -698945.187500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -698945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -698948.250000 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -698948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -698949.062500 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -698949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -698949.062500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -698949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -698949.687500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -698949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -698949.687500 Penalty: 4268.907715
	Iteration 23F: 3 clusters Score -698949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32575.261719 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -32575.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31370.220703 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -31370.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31659.976562 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -31659.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31828.623047 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -31828.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31902.351562 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -31902.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31949.503906 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -31949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31973.347656 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -31973.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31986.275391 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -31986.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31995.832031 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -31995.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32001.609375 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -32001.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32004.962891 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -32004.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32009.333984 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -32009.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32020.250000 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -32020.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32044.339844 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -32044.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32055.000000 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -32055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32055.000000 Penalty: 2845.339844
	Iteration 14F: 3 clusters Score -32055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -151911.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -151911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -149816.953125 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -149817 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150314.156250 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -150314.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150455.468750 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -150455.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150508.062500 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -150508.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -150536.593750 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -150536.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150557.421875 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -150557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -150573.312500 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -150573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -150583.609375 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -150583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150587.265625 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -150587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150590.578125 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -150590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150591.000000 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -150591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150591.000000 Penalty: 3550.236816
	Iteration 11F: 3 clusters Score -150591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -199387.406250 Penalty: 1850.771729
	Iteration 0F: 2 clusters Score -199387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -196964.468750 Penalty: 3701.543457
	Iteration 0F: 3 clusters Score -196964.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197494.093750 Penalty: 3701.543457
	Iteration 1F: 3 clusters Score -197494.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -197670.531250 Penalty: 3701.543457
	Iteration 2F: 3 clusters Score -197670.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -197777.234375 Penalty: 3701.543457
	Iteration 3F: 3 clusters Score -197777.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -197866.703125 Penalty: 3701.543457
	Iteration 4Q: 3 clusters Score -197866.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -197957.265625 Penalty: 3701.543457
	Iteration 5Q: 3 clusters Score -197957.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -198021.968750 Penalty: 3701.543457
	Iteration 6Q: 3 clusters Score -198022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -198079.171875 Penalty: 3701.543457
	Iteration 7Q: 3 clusters Score -198079.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -198120.031250 Penalty: 3701.543457
	Iteration 8Q: 3 clusters Score -198120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -198148.265625 Penalty: 3701.543457
	Iteration 9Q: 3 clusters Score -198148.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -198173.906250 Penalty: 3701.543457
	Iteration 10Q: 3 clusters Score -198173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -198186.640625 Penalty: 3701.543457
	Iteration 11Q: 3 clusters Score -198186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198198.078125 Penalty: 3701.543457
	Iteration 12Q: 3 clusters Score -198198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -198201.609375 Penalty: 3701.543457
	Iteration 13Q: 3 clusters Score -198201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -198202.875000 Penalty: 3701.543457
	Iteration 14Q: 3 clusters Score -198202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -198203.593750 Penalty: 3701.543457
	Iteration 15Q: 3 clusters Score -198203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -198206.890625 Penalty: 3701.543457
	Iteration 16Q: 3 clusters Score -198206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -198209.875000 Penalty: 3701.543457
	Iteration 17Q: 3 clusters Score -198209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -198213.046875 Penalty: 3701.543457
	Iteration 18Q: 3 clusters Score -198213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -198215.718750 Penalty: 3701.543457
	Iteration 19Q: 3 clusters Score -198215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -198218.906250 Penalty: 3701.543457
	Iteration 20F: 3 clusters Score -198218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -198221.015625 Penalty: 3701.543457
	Iteration 21Q: 3 clusters Score -198221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -198224.546875 Penalty: 3701.543457
	Iteration 22Q: 3 clusters Score -198224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -198225.828125 Penalty: 3701.543457
	Iteration 23Q: 3 clusters Score -198225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -198227.390625 Penalty: 3701.543457
	Iteration 24Q: 3 clusters Score -198227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -198227.875000 Penalty: 3701.543457
	Iteration 25Q: 3 clusters Score -198227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -198227.875000 Penalty: 3701.543457
	Iteration 26F: 3 clusters Score -198227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -1137658.125000 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -1137658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1130768.750000 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -1130769 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1132684.125000 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -1132684 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1132995.875000 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -1132996 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1133247.375000 Penalty: 4505.599609
	Iteration 3F: 3 clusters Score -1133247 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1133454.500000 Penalty: 4505.599609
	Iteration 4Q: 3 clusters Score -1133454 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1133622.500000 Penalty: 4505.599609
	Iteration 5Q: 3 clusters Score -1133622 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1133760.625000 Penalty: 4505.599609
	Iteration 6Q: 3 clusters Score -1133761 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1133883.500000 Penalty: 4505.599609
	Iteration 7Q: 3 clusters Score -1133884 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1134000.250000 Penalty: 4505.599609
	Iteration 8Q: 3 clusters Score -1134000 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1134101.875000 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -1134102 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1134184.500000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -1134184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1134255.125000 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -1134255 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1134324.125000 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -1134324 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1134408.000000 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -1134408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1134482.000000 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -1134482 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1134558.875000 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -1134559 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1134642.625000 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -1134643 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1134722.000000 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -1134722 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1134804.375000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -1134804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1134887.000000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -1134887 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1134970.125000 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -1134970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1135044.250000 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -1135044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1135107.250000 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -1135107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1135171.250000 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -1135171 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1135237.875000 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -1135238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1135296.750000 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -1135297 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1135363.250000 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -1135363 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1135443.500000 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -1135444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1135505.250000 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -1135505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1135563.250000 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -1135563 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1135631.750000 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -1135632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1135714.250000 Penalty: 4505.599609
	Iteration 31Q: 3 clusters Score -1135714 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1135844.875000 Penalty: 4505.599609
	Iteration 32Q: 3 clusters Score -1135845 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1135986.125000 Penalty: 4505.599609
	Iteration 33Q: 3 clusters Score -1135986 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1136134.500000 Penalty: 4505.599609
	Iteration 34Q: 3 clusters Score -1136134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1136261.625000 Penalty: 4505.599609
	Iteration 35Q: 3 clusters Score -1136262 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1136388.500000 Penalty: 4505.599609
	Iteration 36Q: 3 clusters Score -1136388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1136519.000000 Penalty: 4505.599609
	Iteration 37Q: 3 clusters Score -1136519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1136634.750000 Penalty: 4505.599609
	Iteration 38Q: 3 clusters Score -1136635 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1136707.750000 Penalty: 4505.599609
	Iteration 39Q: 3 clusters Score -1136708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1136745.125000 Penalty: 4505.599609
	Iteration 40F: 3 clusters Score -1136745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1136773.750000 Penalty: 4505.599609
	Iteration 41Q: 3 clusters Score -1136774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1136788.875000 Penalty: 4505.599609
	Iteration 42Q: 3 clusters Score -1136789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1136801.250000 Penalty: 4505.599609
	Iteration 43Q: 3 clusters Score -1136801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1136813.875000 Penalty: 4505.599609
	Iteration 44Q: 3 clusters Score -1136814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1136819.500000 Penalty: 4505.599609
	Iteration 45Q: 3 clusters Score -1136820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1136821.875000 Penalty: 4505.599609
	Iteration 46Q: 3 clusters Score -1136822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1136825.000000 Penalty: 4505.599609
	Iteration 47Q: 3 clusters Score -1136825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1136824.000000 Penalty: 4505.599609
	Iteration 48Q: 3 clusters Score -1136824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1136824.125000 Penalty: 4505.599609
	Iteration 49Q: 3 clusters Score -1136824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1136824.750000 Penalty: 4505.599609
	Iteration 50Q: 3 clusters Score -1136825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1136828.625000 Penalty: 4505.599609
	Iteration 51Q: 3 clusters Score -1136829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1136827.250000 Penalty: 4505.599609
	Iteration 52Q: 3 clusters Score -1136827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1136827.250000 Penalty: 4505.599609
	Iteration 53F: 3 clusters Score -1136827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -529081.125000 Penalty: 2078.467041
	Iteration 0F: 2 clusters Score -529081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -524962.812500 Penalty: 4156.934082
	Iteration 0F: 3 clusters Score -524962.8 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -526376.937500 Penalty: 4156.934082
	Iteration 1F: 3 clusters Score -526376.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -527287.437500 Penalty: 4156.934082
	Iteration 2F: 3 clusters Score -527287.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -528119.187500 Penalty: 4156.934082
	Iteration 3F: 3 clusters Score -528119.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -528626.687500 Penalty: 4156.934082
	Iteration 4F: 3 clusters Score -528626.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -528847.937500 Penalty: 4156.934082
	Iteration 5Q: 3 clusters Score -528847.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -528950.250000 Penalty: 4156.934082
	Iteration 6Q: 3 clusters Score -528950.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -529002.437500 Penalty: 4156.934082
	Iteration 7Q: 3 clusters Score -529002.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -529027.500000 Penalty: 4156.934082
	Iteration 8Q: 3 clusters Score -529027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -529042.875000 Penalty: 4156.934082
	Iteration 9Q: 3 clusters Score -529042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -529049.062500 Penalty: 4156.934082
	Iteration 10Q: 3 clusters Score -529049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -529053.187500 Penalty: 4156.934082
	Iteration 11Q: 3 clusters Score -529053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -529055.937500 Penalty: 4156.934082
	Iteration 12Q: 3 clusters Score -529055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -529055.937500 Penalty: 4156.934082
	Iteration 13F: 3 clusters Score -529055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Entering Unmasked Estep 
Score: -10672023.000000 Penalty: 2805.883789
	Iteration 0F: 2 clusters Score -1.067202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -10617002.000000 Penalty: 5611.767578
	Iteration 0F: 3 clusters Score -1.0617e+07 nChanged 38501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -10638915.000000 Penalty: 5611.767578
	Iteration 1F: 3 clusters Score -1.063892e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -10639726.000000 Penalty: 5611.767578
	Iteration 2Q: 3 clusters Score -1.063973e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -10640689.000000 Penalty: 5611.767578
	Iteration 3Q: 3 clusters Score -1.064069e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -10641792.000000 Penalty: 5611.767578
	Iteration 4Q: 3 clusters Score -1.064179e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -10642968.000000 Penalty: 5611.767578
	Iteration 5Q: 3 clusters Score -1.064297e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -10644225.000000 Penalty: 5611.767578
	Iteration 6Q: 3 clusters Score -1.064422e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -10645587.000000 Penalty: 5611.767578
	Iteration 7Q: 3 clusters Score -1.064559e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -10647165.000000 Penalty: 5611.767578
	Iteration 8Q: 3 clusters Score -1.064716e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -10648875.000000 Penalty: 5611.767578
	Iteration 9Q: 3 clusters Score -1.064888e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -10650575.000000 Penalty: 5611.767578
	Iteration 10Q: 3 clusters Score -1.065058e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -10652300.000000 Penalty: 5611.767578
	Iteration 11Q: 3 clusters Score -1.06523e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -10653822.000000 Penalty: 5611.767578
	Iteration 12Q: 3 clusters Score -1.065382e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -10655033.000000 Penalty: 5611.767578
	Iteration 13Q: 3 clusters Score -1.065503e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -10655789.000000 Penalty: 5611.767578
	Iteration 14Q: 3 clusters Score -1.065579e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -10656241.000000 Penalty: 5611.767578
	Iteration 15Q: 3 clusters Score -1.065624e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -10656480.000000 Penalty: 5611.767578
	Iteration 16Q: 3 clusters Score -1.065648e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -10656659.000000 Penalty: 5611.767578
	Iteration 17Q: 3 clusters Score -1.065666e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -10656796.000000 Penalty: 5611.767578
	Iteration 18Q: 3 clusters Score -1.06568e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -10656907.000000 Penalty: 5611.767578
	Iteration 19Q: 3 clusters Score -1.065691e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -10657040.000000 Penalty: 5611.767578
	Iteration 20F: 3 clusters Score -1.065704e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -10657178.000000 Penalty: 5611.767578
	Iteration 21Q: 3 clusters Score -1.065718e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -10657190.000000 Penalty: 5611.767578
	Iteration 22Q: 3 clusters Score -1.065719e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -10657284.000000 Penalty: 5611.767578
	Iteration 23Q: 3 clusters Score -1.065728e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -10657390.000000 Penalty: 5611.767578
	Iteration 24Q: 3 clusters Score -1.065739e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -10657471.000000 Penalty: 5611.767578
	Iteration 25Q: 3 clusters Score -1.065747e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -10657580.000000 Penalty: 5611.767578
	Iteration 26Q: 3 clusters Score -1.065758e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -10657680.000000 Penalty: 5611.767578
	Iteration 27Q: 3 clusters Score -1.065768e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -10657746.000000 Penalty: 5611.767578
	Iteration 28Q: 3 clusters Score -1.065775e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -10657856.000000 Penalty: 5611.767578
	Iteration 29Q: 3 clusters Score -1.065786e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -10658050.000000 Penalty: 5611.767578
	Iteration 30Q: 3 clusters Score -1.065805e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -10658145.000000 Penalty: 5611.767578
	Iteration 31Q: 3 clusters Score -1.065814e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -10658273.000000 Penalty: 5611.767578
	Iteration 32Q: 3 clusters Score -1.065827e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -10658368.000000 Penalty: 5611.767578
	Iteration 33Q: 3 clusters Score -1.065837e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -10658474.000000 Penalty: 5611.767578
	Iteration 34Q: 3 clusters Score -1.065847e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -10658587.000000 Penalty: 5611.767578
	Iteration 35Q: 3 clusters Score -1.065859e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -10658687.000000 Penalty: 5611.767578
	Iteration 36Q: 3 clusters Score -1.065869e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -10658728.000000 Penalty: 5611.767578
	Iteration 37Q: 3 clusters Score -1.065873e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -10658786.000000 Penalty: 5611.767578
	Iteration 38Q: 3 clusters Score -1.065879e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -10658872.000000 Penalty: 5611.767578
	Iteration 39Q: 3 clusters Score -1.065887e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -10658953.000000 Penalty: 5611.767578
	Iteration 40F: 3 clusters Score -1.065895e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -10659081.000000 Penalty: 5611.767578
	Iteration 41Q: 3 clusters Score -1.065908e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -10659124.000000 Penalty: 5611.767578
	Iteration 42Q: 3 clusters Score -1.065912e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -10659184.000000 Penalty: 5611.767578
	Iteration 43Q: 3 clusters Score -1.065918e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -10659240.000000 Penalty: 5611.767578
	Iteration 44Q: 3 clusters Score -1.065924e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -10659297.000000 Penalty: 5611.767578
	Iteration 45Q: 3 clusters Score -1.06593e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -10659362.000000 Penalty: 5611.767578
	Iteration 46Q: 3 clusters Score -1.065936e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -10659348.000000 Penalty: 5611.767578
	Iteration 47Q: 3 clusters Score -1.065935e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -10659376.000000 Penalty: 5611.767578
	Iteration 48Q: 3 clusters Score -1.065938e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -10659438.000000 Penalty: 5611.767578
	Iteration 49Q: 3 clusters Score -1.065944e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -10659411.000000 Penalty: 5611.767578
	Iteration 50Q: 3 clusters Score -1.065941e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -10659444.000000 Penalty: 5611.767578
	Iteration 51Q: 3 clusters Score -1.065944e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -10659438.000000 Penalty: 5611.767578
	Iteration 52Q: 3 clusters Score -1.065944e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -10659478.000000 Penalty: 5611.767578
	Iteration 53Q: 3 clusters Score -1.065948e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -10659522.000000 Penalty: 5611.767578
	Iteration 54Q: 3 clusters Score -1.065952e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -10659517.000000 Penalty: 5611.767578
	Iteration 55Q: 3 clusters Score -1.065952e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -10659534.000000 Penalty: 5611.767578
	Iteration 56Q: 3 clusters Score -1.065953e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -10659543.000000 Penalty: 5611.767578
	Iteration 57Q: 3 clusters Score -1.065954e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -10659531.000000 Penalty: 5611.767578
	Iteration 58Q: 3 clusters Score -1.065953e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -10659559.000000 Penalty: 5611.767578
	Iteration 59Q: 3 clusters Score -1.065956e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -10659580.000000 Penalty: 5611.767578
	Iteration 60F: 3 clusters Score -1.065958e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -10659620.000000 Penalty: 5611.767578
	Iteration 61Q: 3 clusters Score -1.065962e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -10659650.000000 Penalty: 5611.767578
	Iteration 62Q: 3 clusters Score -1.065965e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -10659645.000000 Penalty: 5611.767578
	Iteration 63Q: 3 clusters Score -1.065964e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -10659657.000000 Penalty: 5611.767578
	Iteration 64Q: 3 clusters Score -1.065966e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -10659660.000000 Penalty: 5611.767578
	Iteration 65Q: 3 clusters Score -1.065966e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -10659656.000000 Penalty: 5611.767578
	Iteration 66Q: 3 clusters Score -1.065966e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -10659664.000000 Penalty: 5611.767578
	Iteration 67Q: 3 clusters Score -1.065966e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -10659703.000000 Penalty: 5611.767578
	Iteration 68Q: 3 clusters Score -1.06597e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -10659719.000000 Penalty: 5611.767578
	Iteration 69Q: 3 clusters Score -1.065972e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -10659717.000000 Penalty: 5611.767578
	Iteration 70Q: 3 clusters Score -1.065972e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -10659713.000000 Penalty: 5611.767578
	Iteration 71Q: 3 clusters Score -1.065971e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -10659728.000000 Penalty: 5611.767578
	Iteration 72Q: 3 clusters Score -1.065973e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -10659757.000000 Penalty: 5611.767578
	Iteration 73Q: 3 clusters Score -1.065976e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -10659757.000000 Penalty: 5611.767578
	Iteration 74Q: 3 clusters Score -1.065976e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -10659774.000000 Penalty: 5611.767578
	Iteration 75Q: 3 clusters Score -1.065977e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -10659800.000000 Penalty: 5611.767578
	Iteration 76Q: 3 clusters Score -1.06598e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -10659822.000000 Penalty: 5611.767578
	Iteration 77Q: 3 clusters Score -1.065982e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -10659835.000000 Penalty: 5611.767578
	Iteration 78Q: 3 clusters Score -1.065984e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -10659847.000000 Penalty: 5611.767578
	Iteration 79Q: 3 clusters Score -1.065985e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -10659845.000000 Penalty: 5611.767578
	Iteration 80F: 3 clusters Score -1.065984e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -10659845.000000 Penalty: 5611.767578
	Iteration 81Q: 3 clusters Score -1.065984e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -10659854.000000 Penalty: 5611.767578
	Iteration 82Q: 3 clusters Score -1.065985e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -10659866.000000 Penalty: 5611.767578
	Iteration 83Q: 3 clusters Score -1.065987e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -10659879.000000 Penalty: 5611.767578
	Iteration 84Q: 3 clusters Score -1.065988e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -10659864.000000 Penalty: 5611.767578
	Iteration 85Q: 3 clusters Score -1.065986e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -10659861.000000 Penalty: 5611.767578
	Iteration 86Q: 3 clusters Score -1.065986e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -10659859.000000 Penalty: 5611.767578
	Iteration 87Q: 3 clusters Score -1.065986e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -10659852.000000 Penalty: 5611.767578
	Iteration 88Q: 3 clusters Score -1.065985e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -10659866.000000 Penalty: 5611.767578
	Iteration 89Q: 3 clusters Score -1.065987e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -10659880.000000 Penalty: 5611.767578
	Iteration 90Q: 3 clusters Score -1.065988e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -10659867.000000 Penalty: 5611.767578
	Iteration 91Q: 3 clusters Score -1.065987e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -10659908.000000 Penalty: 5611.767578
	Iteration 92Q: 3 clusters Score -1.065991e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -10659913.000000 Penalty: 5611.767578
	Iteration 93Q: 3 clusters Score -1.065991e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -10659976.000000 Penalty: 5611.767578
	Iteration 94Q: 3 clusters Score -1.065998e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -10659981.000000 Penalty: 5611.767578
	Iteration 95Q: 3 clusters Score -1.065998e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -10660053.000000 Penalty: 5611.767578
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.066005e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.066009e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.066012e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.066015e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.066017e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.066018e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.06602e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.066021e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.066022e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.066027e+07 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.06603e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.066035e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.066038e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.066042e+07 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.066046e+07 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.06605e+07 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.066057e+07 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.066059e+07 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.066066e+07 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.066069e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.066079e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.066085e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.066095e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.066102e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.066116e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.066128e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.066147e+07 nChanged 802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.066164e+07 nChanged 808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.066182e+07 nChanged 875
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.066201e+07 nChanged 909
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.066222e+07 nChanged 958
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.066247e+07 nChanged 1000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.066276e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.066304e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.066343e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.066375e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.066413e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.066447e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.066496e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.06654e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.066583e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.066625e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.066662e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.066712e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.066751e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.066789e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.066822e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.066851e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.066873e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.066893e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.066911e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.066929e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.066943e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.066952e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.066958e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.066961e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.066966e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.066966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -10669691.000000 Penalty: 5611.767578
	Iteration 155Q: 3 clusters Score -1.066969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -10669717.000000 Penalty: 5611.767578
	Iteration 156Q: 3 clusters Score -1.066972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -10669721.000000 Penalty: 5611.767578
	Iteration 157Q: 3 clusters Score -1.066972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.066973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.066974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.066975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.066977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -10669762.000000 Penalty: 5611.767578
	Iteration 162Q: 3 clusters Score -1.066976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10669761.000000 Penalty: 5611.767578
	Iteration 163Q: 3 clusters Score -1.066976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.066976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.066976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.066976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -10669763.000000 Penalty: 5611.767578
	Iteration 167Q: 3 clusters Score -1.066976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -10669780.000000 Penalty: 5611.767578
	Iteration 168Q: 3 clusters Score -1.066978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -10669782.000000 Penalty: 5611.767578
	Iteration 169Q: 3 clusters Score -1.066978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.066977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.066978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10669775.000000 Penalty: 5611.767578
	Iteration 172Q: 3 clusters Score -1.066978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -10669792.000000 Penalty: 5611.767578
	Iteration 173Q: 3 clusters Score -1.066979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10669793.000000 Penalty: 5611.767578
	Iteration 174Q: 3 clusters Score -1.066979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -10669804.000000 Penalty: 5611.767578
	Iteration 175Q: 3 clusters Score -1.06698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -10669807.000000 Penalty: 5611.767578
	Iteration 176Q: 3 clusters Score -1.066981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -10669803.000000 Penalty: 5611.767578
	Iteration 177Q: 3 clusters Score -1.06698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -10669791.000000 Penalty: 5611.767578
	Iteration 178Q: 3 clusters Score -1.066979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -10669798.000000 Penalty: 5611.767578
	Iteration 179Q: 3 clusters Score -1.06698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -10669802.000000 Penalty: 5611.767578
	Iteration 180F: 3 clusters Score -1.06698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -10669799.000000 Penalty: 5611.767578
	Iteration 181Q: 3 clusters Score -1.06698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -10669793.000000 Penalty: 5611.767578
	Iteration 182Q: 3 clusters Score -1.066979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -10669801.000000 Penalty: 5611.767578
	Iteration 183Q: 3 clusters Score -1.06698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -10669802.000000 Penalty: 5611.767578
	Iteration 184Q: 3 clusters Score -1.06698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -10669813.000000 Penalty: 5611.767578
	Iteration 185Q: 3 clusters Score -1.066981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -10669800.000000 Penalty: 5611.767578
	Iteration 186Q: 3 clusters Score -1.06698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -10669802.000000 Penalty: 5611.767578
	Iteration 187Q: 3 clusters Score -1.06698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -10669796.000000 Penalty: 5611.767578
	Iteration 188Q: 3 clusters Score -1.06698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -10669808.000000 Penalty: 5611.767578
	Iteration 189Q: 3 clusters Score -1.066981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10669807.000000 Penalty: 5611.767578
	Iteration 190Q: 3 clusters Score -1.066981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10669807.000000 Penalty: 5611.767578
	Iteration 191F: 3 clusters Score -1.066981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -1556234.375000 Penalty: 2328.199219
	Iteration 0F: 2 clusters Score -1556234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1547324.125000 Penalty: 4656.398438
	Iteration 0F: 3 clusters Score -1547324 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1550008.875000 Penalty: 4656.398438
	Iteration 1F: 3 clusters Score -1550009 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1550371.000000 Penalty: 4656.398438
	Iteration 2F: 3 clusters Score -1550371 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1550644.625000 Penalty: 4656.398438
	Iteration 3F: 3 clusters Score -1550645 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1550881.750000 Penalty: 4656.398438
	Iteration 4Q: 3 clusters Score -1550882 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1551109.750000 Penalty: 4656.398438
	Iteration 5Q: 3 clusters Score -1551110 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1551365.250000 Penalty: 4656.398438
	Iteration 6Q: 3 clusters Score -1551365 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1551644.000000 Penalty: 4656.398438
	Iteration 7Q: 3 clusters Score -1551644 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1551960.125000 Penalty: 4656.398438
	Iteration 8Q: 3 clusters Score -1551960 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1552305.500000 Penalty: 4656.398438
	Iteration 9Q: 3 clusters Score -1552306 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1552652.875000 Penalty: 4656.398438
	Iteration 10Q: 3 clusters Score -1552653 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1552986.625000 Penalty: 4656.398438
	Iteration 11Q: 3 clusters Score -1552987 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1553292.000000 Penalty: 4656.398438
	Iteration 12Q: 3 clusters Score -1553292 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1553556.875000 Penalty: 4656.398438
	Iteration 13Q: 3 clusters Score -1553557 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1553803.625000 Penalty: 4656.398438
	Iteration 14Q: 3 clusters Score -1553804 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1554066.625000 Penalty: 4656.398438
	Iteration 15Q: 3 clusters Score -1554067 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1554293.250000 Penalty: 4656.398438
	Iteration 16Q: 3 clusters Score -1554293 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1554473.000000 Penalty: 4656.398438
	Iteration 17Q: 3 clusters Score -1554473 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1554595.375000 Penalty: 4656.398438
	Iteration 18Q: 3 clusters Score -1554595 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1554680.500000 Penalty: 4656.398438
	Iteration 19Q: 3 clusters Score -1554680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1554734.125000 Penalty: 4656.398438
	Iteration 20F: 3 clusters Score -1554734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1554769.250000 Penalty: 4656.398438
	Iteration 21Q: 3 clusters Score -1554769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1554801.875000 Penalty: 4656.398438
	Iteration 22Q: 3 clusters Score -1554802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1554813.500000 Penalty: 4656.398438
	Iteration 23Q: 3 clusters Score -1554814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1554822.875000 Penalty: 4656.398438
	Iteration 24Q: 3 clusters Score -1554823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1554826.250000 Penalty: 4656.398438
	Iteration 25Q: 3 clusters Score -1554826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1554830.250000 Penalty: 4656.398438
	Iteration 26Q: 3 clusters Score -1554830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1554833.750000 Penalty: 4656.398438
	Iteration 27Q: 3 clusters Score -1554834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1554835.250000 Penalty: 4656.398438
	Iteration 28Q: 3 clusters Score -1554835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1554843.875000 Penalty: 4656.398438
	Iteration 29Q: 3 clusters Score -1554844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1554844.375000 Penalty: 4656.398438
	Iteration 30Q: 3 clusters Score -1554844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1554846.375000 Penalty: 4656.398438
	Iteration 31Q: 3 clusters Score -1554846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1554845.250000 Penalty: 4656.398438
	Iteration 32Q: 3 clusters Score -1554845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1554849.625000 Penalty: 4656.398438
	Iteration 33Q: 3 clusters Score -1554850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1554851.625000 Penalty: 4656.398438
	Iteration 34Q: 3 clusters Score -1554852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1554852.750000 Penalty: 4656.398438
	Iteration 35Q: 3 clusters Score -1554853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1554852.500000 Penalty: 4656.398438
	Iteration 36Q: 3 clusters Score -1554852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1554852.000000 Penalty: 4656.398438
	Iteration 37Q: 3 clusters Score -1554852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1554852.000000 Penalty: 4656.398438
	Iteration 38F: 3 clusters Score -1554852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (118244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118244 members 
Entering Unmasked Estep 
Score: -15441377.000000 Penalty: 2896.765381
	Iteration 0F: 2 clusters Score -1.544138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -15361972.000000 Penalty: 5793.530762
	Iteration 0F: 3 clusters Score -1.536197e+07 nChanged 56485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -15394672.000000 Penalty: 5793.530762
	Iteration 1F: 3 clusters Score -1.539467e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -15396180.000000 Penalty: 5793.530762
	Iteration 2Q: 3 clusters Score -1.539618e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -15398414.000000 Penalty: 5793.530762
	Iteration 3Q: 3 clusters Score -1.539841e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -15402158.000000 Penalty: 5793.530762
	Iteration 4F: 3 clusters Score -1.540216e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -15407613.000000 Penalty: 5793.530762
	Iteration 5F: 3 clusters Score -1.540761e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -15413750.000000 Penalty: 5793.530762
	Iteration 6F: 3 clusters Score -1.541375e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -15419796.000000 Penalty: 5793.530762
	Iteration 7F: 3 clusters Score -1.54198e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -15425121.000000 Penalty: 5793.530762
	Iteration 8F: 3 clusters Score -1.542512e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -15429616.000000 Penalty: 5793.530762
	Iteration 9Q: 3 clusters Score -1.542962e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -15433072.000000 Penalty: 5793.530762
	Iteration 10Q: 3 clusters Score -1.543307e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -15435409.000000 Penalty: 5793.530762
	Iteration 11Q: 3 clusters Score -1.543541e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -15436741.000000 Penalty: 5793.530762
	Iteration 12Q: 3 clusters Score -1.543674e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -15437520.000000 Penalty: 5793.530762
	Iteration 13Q: 3 clusters Score -1.543752e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -15438070.000000 Penalty: 5793.530762
	Iteration 14Q: 3 clusters Score -1.543807e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -15438315.000000 Penalty: 5793.530762
	Iteration 15Q: 3 clusters Score -1.543832e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -15438536.000000 Penalty: 5793.530762
	Iteration 16Q: 3 clusters Score -1.543854e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -15438672.000000 Penalty: 5793.530762
	Iteration 17Q: 3 clusters Score -1.543867e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -15438788.000000 Penalty: 5793.530762
	Iteration 18Q: 3 clusters Score -1.543879e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -15438848.000000 Penalty: 5793.530762
	Iteration 19Q: 3 clusters Score -1.543885e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -15438894.000000 Penalty: 5793.530762
	Iteration 20F: 3 clusters Score -1.543889e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -15438916.000000 Penalty: 5793.530762
	Iteration 21Q: 3 clusters Score -1.543892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -15438941.000000 Penalty: 5793.530762
	Iteration 22Q: 3 clusters Score -1.543894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -15438971.000000 Penalty: 5793.530762
	Iteration 23Q: 3 clusters Score -1.543897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -15438977.000000 Penalty: 5793.530762
	Iteration 24Q: 3 clusters Score -1.543898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 116967 members 
Entering Unmasked Estep 
Score: -15438969.000000 Penalty: 5793.530762
	Iteration 25Q: 3 clusters Score -1.543897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -15438967.000000 Penalty: 5793.530762
	Iteration 26Q: 3 clusters Score -1.543897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -15438969.000000 Penalty: 5793.530762
	Iteration 27Q: 3 clusters Score -1.543897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -15438976.000000 Penalty: 5793.530762
	Iteration 28Q: 3 clusters Score -1.543898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -15438981.000000 Penalty: 5793.530762
	Iteration 29Q: 3 clusters Score -1.543898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -15438985.000000 Penalty: 5793.530762
	Iteration 30Q: 3 clusters Score -1.543898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -15439005.000000 Penalty: 5793.530762
	Iteration 31Q: 3 clusters Score -1.5439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -15439004.000000 Penalty: 5793.530762
	Iteration 32Q: 3 clusters Score -1.5439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -15438995.000000 Penalty: 5793.530762
	Iteration 33Q: 3 clusters Score -1.5439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 117077 members 
Entering Unmasked Estep 
Score: -15438997.000000 Penalty: 5793.530762
	Iteration 34Q: 3 clusters Score -1.5439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -15439001.000000 Penalty: 5793.530762
	Iteration 35Q: 3 clusters Score -1.5439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -15438997.000000 Penalty: 5793.530762
	Iteration 36Q: 3 clusters Score -1.5439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -15439002.000000 Penalty: 5793.530762
	Iteration 37Q: 3 clusters Score -1.5439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -15439000.000000 Penalty: 5793.530762
	Iteration 38Q: 3 clusters Score -1.5439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -15439007.000000 Penalty: 5793.530762
	Iteration 39Q: 3 clusters Score -1.543901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -15439003.000000 Penalty: 5793.530762
	Iteration 40F: 3 clusters Score -1.5439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 117119 members 
Entering Unmasked Estep 
Score: -15439000.000000 Penalty: 5793.530762
	Iteration 41Q: 3 clusters Score -1.5439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -15438997.000000 Penalty: 5793.530762
	Iteration 42Q: 3 clusters Score -1.5439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 117125 members 
Entering Unmasked Estep 
Score: -15438989.000000 Penalty: 5793.530762
	Iteration 43Q: 3 clusters Score -1.543899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -15438996.000000 Penalty: 5793.530762
	Iteration 44Q: 3 clusters Score -1.5439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -15438990.000000 Penalty: 5793.530762
	Iteration 45Q: 3 clusters Score -1.543899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -15438995.000000 Penalty: 5793.530762
	Iteration 46Q: 3 clusters Score -1.5439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -15438992.000000 Penalty: 5793.530762
	Iteration 47Q: 3 clusters Score -1.543899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -15438992.000000 Penalty: 5793.530762
	Iteration 48F: 3 clusters Score -1.543899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -264158.343750 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -264158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261396.203125 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -261396.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -261962.843750 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -261962.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262133.750000 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -262133.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262240.500000 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -262240.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262311.781250 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -262311.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262381.437500 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -262381.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -262464.375000 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -262464.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262562.687500 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -262562.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262662.843750 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -262662.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262749.187500 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -262749.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -262847.125000 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -262847.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -262927.906250 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -262927.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -263020.437500 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -263020.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -263105.250000 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -263105.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263163.312500 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -263163.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263205.906250 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -263205.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -263232.312500 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -263232.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -263247.375000 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -263247.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -263258.375000 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -263258.4 nChanged 8
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: -263269.093750 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -263269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -263279.093750 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -263279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -263292.218750 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -263292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -263302.000000 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -263302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263308.500000 Penalty: 3824.261719
	Iteration 23Q: 3 clusters Score -263308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -263311.843750 Penalty: 3824.261719
	Iteration 24Q: 3 clusters Score -263311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -263314.093750 Penalty: 3824.261719
	Iteration 25Q: 3 clusters Score -263314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263314.656250 Penalty: 3824.261719
	Iteration 26Q: 3 clusters Score -263314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263314.656250 Penalty: 3824.261719
	Iteration 27F: 3 clusters Score -263314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Entering Unmasked Estep 
Score: -7032500.000000 Penalty: 2698.615234
	Iteration 0F: 2 clusters Score -7032500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6996627.000000 Penalty: 5397.230469
	Iteration 0F: 3 clusters Score -6996627 nChanged 24610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -7010626.000000 Penalty: 5397.230469
	Iteration 1F: 3 clusters Score -7010626 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -7011871.000000 Penalty: 5397.230469
	Iteration 2F: 3 clusters Score -7011871 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -7013745.500000 Penalty: 5397.230469
	Iteration 3F: 3 clusters Score -7013746 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -7016528.000000 Penalty: 5397.230469
	Iteration 4F: 3 clusters Score -7016528 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -7020154.000000 Penalty: 5397.230469
	Iteration 5F: 3 clusters Score -7020154 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -7023647.000000 Penalty: 5397.230469
	Iteration 6F: 3 clusters Score -7023647 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -7026025.500000 Penalty: 5397.230469
	Iteration 7F: 3 clusters Score -7026026 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7027403.500000 Penalty: 5397.230469
	Iteration 8Q: 3 clusters Score -7027404 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7028247.500000 Penalty: 5397.230469
	Iteration 9Q: 3 clusters Score -7028248 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7028778.000000 Penalty: 5397.230469
	Iteration 10Q: 3 clusters Score -7028778 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7029144.000000 Penalty: 5397.230469
	Iteration 11Q: 3 clusters Score -7029144 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7029370.000000 Penalty: 5397.230469
	Iteration 12Q: 3 clusters Score -7029370 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7029604.000000 Penalty: 5397.230469
	Iteration 13Q: 3 clusters Score -7029604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7029757.500000 Penalty: 5397.230469
	Iteration 14Q: 3 clusters Score -7029758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7029879.500000 Penalty: 5397.230469
	Iteration 15Q: 3 clusters Score -7029880 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7030006.000000 Penalty: 5397.230469
	Iteration 16Q: 3 clusters Score -7030006 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7030074.000000 Penalty: 5397.230469
	Iteration 17Q: 3 clusters Score -7030074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7030128.000000 Penalty: 5397.230469
	Iteration 18Q: 3 clusters Score -7030128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7030197.500000 Penalty: 5397.230469
	Iteration 19Q: 3 clusters Score -7030198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7030257.000000 Penalty: 5397.230469
	Iteration 20F: 3 clusters Score -7030257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7030279.000000 Penalty: 5397.230469
	Iteration 21Q: 3 clusters Score -7030279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7030295.000000 Penalty: 5397.230469
	Iteration 22Q: 3 clusters Score -7030295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7030299.500000 Penalty: 5397.230469
	Iteration 23Q: 3 clusters Score -7030300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7030312.000000 Penalty: 5397.230469
	Iteration 24Q: 3 clusters Score -7030312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7030315.500000 Penalty: 5397.230469
	Iteration 25Q: 3 clusters Score -7030316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7030333.500000 Penalty: 5397.230469
	Iteration 26Q: 3 clusters Score -7030334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7030335.500000 Penalty: 5397.230469
	Iteration 27Q: 3 clusters Score -7030336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7030344.500000 Penalty: 5397.230469
	Iteration 28Q: 3 clusters Score -7030344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7030340.000000 Penalty: 5397.230469
	Iteration 29Q: 3 clusters Score -7030340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7030358.000000 Penalty: 5397.230469
	Iteration 30Q: 3 clusters Score -7030358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7030358.000000 Penalty: 5397.230469
	Iteration 31Q: 3 clusters Score -7030358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7030362.500000 Penalty: 5397.230469
	Iteration 32Q: 3 clusters Score -7030362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7030372.500000 Penalty: 5397.230469
	Iteration 33Q: 3 clusters Score -7030372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7030375.500000 Penalty: 5397.230469
	Iteration 34Q: 3 clusters Score -7030376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7030376.000000 Penalty: 5397.230469
	Iteration 35Q: 3 clusters Score -7030376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7030379.000000 Penalty: 5397.230469
	Iteration 36Q: 3 clusters Score -7030379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7030382.500000 Penalty: 5397.230469
	Iteration 37Q: 3 clusters Score -7030382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7030385.000000 Penalty: 5397.230469
	Iteration 38Q: 3 clusters Score -7030385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7030377.500000 Penalty: 5397.230469
	Iteration 39Q: 3 clusters Score -7030378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7030377.500000 Penalty: 5397.230469
	Iteration 40F: 3 clusters Score -7030378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Entering Unmasked Estep 
Score: -2742662.250000 Penalty: 2471.624512
	Iteration 0F: 2 clusters Score -2742662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2727722.750000 Penalty: 4943.249023
	Iteration 0F: 3 clusters Score -2727723 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2733007.500000 Penalty: 4943.249023
	Iteration 1F: 3 clusters Score -2733008 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2734078.750000 Penalty: 4943.249023
	Iteration 2F: 3 clusters Score -2734079 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2735279.750000 Penalty: 4943.249023
	Iteration 3F: 3 clusters Score -2735280 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2736365.750000 Penalty: 4943.249023
	Iteration 4F: 3 clusters Score -2736366 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2737279.750000 Penalty: 4943.249023
	Iteration 5F: 3 clusters Score -2737280 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2738017.250000 Penalty: 4943.249023
	Iteration 6F: 3 clusters Score -2738017 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2738575.750000 Penalty: 4943.249023
	Iteration 7F: 3 clusters Score -2738576 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2739058.000000 Penalty: 4943.249023
	Iteration 8Q: 3 clusters Score -2739058 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2739502.750000 Penalty: 4943.249023
	Iteration 9Q: 3 clusters Score -2739503 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2739979.250000 Penalty: 4943.249023
	Iteration 10Q: 3 clusters Score -2739979 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2740442.250000 Penalty: 4943.249023
	Iteration 11Q: 3 clusters Score -2740442 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2740870.500000 Penalty: 4943.249023
	Iteration 12Q: 3 clusters Score -2740870 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2741320.500000 Penalty: 4943.249023
	Iteration 13Q: 3 clusters Score -2741320 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2741727.500000 Penalty: 4943.249023
	Iteration 14Q: 3 clusters Score -2741728 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2742104.750000 Penalty: 4943.249023
	Iteration 15Q: 3 clusters Score -2742105 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2742321.500000 Penalty: 4943.249023
	Iteration 16Q: 3 clusters Score -2742322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2742465.750000 Penalty: 4943.249023
	Iteration 17Q: 3 clusters Score -2742466 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2742540.500000 Penalty: 4943.249023
	Iteration 18Q: 3 clusters Score -2742540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2742579.500000 Penalty: 4943.249023
	Iteration 19Q: 3 clusters Score -2742580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2742620.750000 Penalty: 4943.249023
	Iteration 20F: 3 clusters Score -2742621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2742649.000000 Penalty: 4943.249023
	Iteration 21Q: 3 clusters Score -2742649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2742655.750000 Penalty: 4943.249023
	Iteration 22Q: 3 clusters Score -2742656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2742676.250000 Penalty: 4943.249023
	Iteration 23Q: 3 clusters Score -2742676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2742673.500000 Penalty: 4943.249023
	Iteration 24Q: 3 clusters Score -2742674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2742679.750000 Penalty: 4943.249023
	Iteration 25Q: 3 clusters Score -2742680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2742684.500000 Penalty: 4943.249023
	Iteration 26Q: 3 clusters Score -2742684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2742686.250000 Penalty: 4943.249023
	Iteration 27Q: 3 clusters Score -2742686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2742684.750000 Penalty: 4943.249023
	Iteration 28Q: 3 clusters Score -2742685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2742696.750000 Penalty: 4943.249023
	Iteration 29Q: 3 clusters Score -2742697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2742695.500000 Penalty: 4943.249023
	Iteration 30Q: 3 clusters Score -2742696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2742695.250000 Penalty: 4943.249023
	Iteration 31Q: 3 clusters Score -2742695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2742693.500000 Penalty: 4943.249023
	Iteration 32Q: 3 clusters Score -2742694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2742696.250000 Penalty: 4943.249023
	Iteration 33Q: 3 clusters Score -2742696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2742699.500000 Penalty: 4943.249023
	Iteration 34Q: 3 clusters Score -2742700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2742702.500000 Penalty: 4943.249023
	Iteration 35Q: 3 clusters Score -2742702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2742700.250000 Penalty: 4943.249023
	Iteration 36Q: 3 clusters Score -2742700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2742703.000000 Penalty: 4943.249023
	Iteration 37Q: 3 clusters Score -2742703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2742706.500000 Penalty: 4943.249023
	Iteration 38Q: 3 clusters Score -2742706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2742708.500000 Penalty: 4943.249023
	Iteration 39Q: 3 clusters Score -2742708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2742704.500000 Penalty: 4943.249023
	Iteration 40F: 3 clusters Score -2742704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2742706.750000 Penalty: 4943.249023
	Iteration 41Q: 3 clusters Score -2742707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2742712.750000 Penalty: 4943.249023
	Iteration 42Q: 3 clusters Score -2742713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2742712.750000 Penalty: 4943.249023
	Iteration 43F: 3 clusters Score -2742713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 19877 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 1418 members 
Entering Unmasked Estep 
Score: -111267048.000000 Penalty: 152786.656250
Splitting cluster 21 changes total score from -111268088.000000 to -111267048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (16443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Entering Unmasked Estep 
Score: -2066691.750000 Penalty: 2407.498535
	Iteration 0F: 2 clusters Score -2066692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2054904.750000 Penalty: 4814.997070
	Iteration 0F: 3 clusters Score -2054905 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2058881.875000 Penalty: 4814.997070
	Iteration 1F: 3 clusters Score -2058882 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2059636.500000 Penalty: 4814.997070
	Iteration 2F: 3 clusters Score -2059636 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2060591.375000 Penalty: 4814.997070
	Iteration 3F: 3 clusters Score -2060591 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2061626.250000 Penalty: 4814.997070
	Iteration 4F: 3 clusters Score -2061626 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2062600.750000 Penalty: 4814.997070
	Iteration 5F: 3 clusters Score -2062601 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2063369.250000 Penalty: 4814.997070
	Iteration 6F: 3 clusters Score -2063369 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2064012.500000 Penalty: 4814.997070
	Iteration 7F: 3 clusters Score -2064012 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2064508.625000 Penalty: 4814.997070
	Iteration 8Q: 3 clusters Score -2064509 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2064848.250000 Penalty: 4814.997070
	Iteration 9Q: 3 clusters Score -2064848 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2065071.250000 Penalty: 4814.997070
	Iteration 10Q: 3 clusters Score -2065071 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2065207.125000 Penalty: 4814.997070
	Iteration 11Q: 3 clusters Score -2065207 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2065308.875000 Penalty: 4814.997070
	Iteration 12Q: 3 clusters Score -2065309 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2065380.125000 Penalty: 4814.997070
	Iteration 13Q: 3 clusters Score -2065380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2065437.750000 Penalty: 4814.997070
	Iteration 14Q: 3 clusters Score -2065438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2065464.875000 Penalty: 4814.997070
	Iteration 15Q: 3 clusters Score -2065465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2065481.750000 Penalty: 4814.997070
	Iteration 16Q: 3 clusters Score -2065482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2065498.750000 Penalty: 4814.997070
	Iteration 17Q: 3 clusters Score -2065499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2065506.125000 Penalty: 4814.997070
	Iteration 18Q: 3 clusters Score -2065506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2065509.750000 Penalty: 4814.997070
	Iteration 19Q: 3 clusters Score -2065510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2065517.875000 Penalty: 4814.997070
	Iteration 20F: 3 clusters Score -2065518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2065525.500000 Penalty: 4814.997070
	Iteration 21Q: 3 clusters Score -2065526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2065531.375000 Penalty: 4814.997070
	Iteration 22Q: 3 clusters Score -2065531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2065532.500000 Penalty: 4814.997070
	Iteration 23Q: 3 clusters Score -2065532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2065550.500000 Penalty: 4814.997070
	Iteration 24Q: 3 clusters Score -2065550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2065551.875000 Penalty: 4814.997070
	Iteration 25Q: 3 clusters Score -2065552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2065558.125000 Penalty: 4814.997070
	Iteration 26Q: 3 clusters Score -2065558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2065563.000000 Penalty: 4814.997070
	Iteration 27Q: 3 clusters Score -2065563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2065563.500000 Penalty: 4814.997070
	Iteration 28Q: 3 clusters Score -2065564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2065565.000000 Penalty: 4814.997070
	Iteration 29Q: 3 clusters Score -2065565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2065565.000000 Penalty: 4814.997070
	Iteration 30F: 3 clusters Score -2065565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -576478.812500 Penalty: 2089.419189
	Iteration 0F: 2 clusters Score -576478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -572228.187500 Penalty: 4178.838379
	Iteration 0F: 3 clusters Score -572228.2 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -573241.750000 Penalty: 4178.838379
	Iteration 1F: 3 clusters Score -573241.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -573506.250000 Penalty: 4178.838379
	Iteration 2F: 3 clusters Score -573506.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -573715.562500 Penalty: 4178.838379
	Iteration 3F: 3 clusters Score -573715.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -573933.625000 Penalty: 4178.838379
	Iteration 4F: 3 clusters Score -573933.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -574131.500000 Penalty: 4178.838379
	Iteration 5F: 3 clusters Score -574131.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -574292.000000 Penalty: 4178.838379
	Iteration 6Q: 3 clusters Score -574292 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -574442.937500 Penalty: 4178.838379
	Iteration 7Q: 3 clusters Score -574442.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -574590.187500 Penalty: 4178.838379
	Iteration 8Q: 3 clusters Score -574590.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -574731.062500 Penalty: 4178.838379
	Iteration 9Q: 3 clusters Score -574731.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -574856.687500 Penalty: 4178.838379
	Iteration 10Q: 3 clusters Score -574856.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -574999.000000 Penalty: 4178.838379
	Iteration 11Q: 3 clusters Score -574999 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -575113.437500 Penalty: 4178.838379
	Iteration 12Q: 3 clusters Score -575113.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -575225.250000 Penalty: 4178.838379
	Iteration 13Q: 3 clusters Score -575225.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -575322.687500 Penalty: 4178.838379
	Iteration 14Q: 3 clusters Score -575322.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -575381.062500 Penalty: 4178.838379
	Iteration 15Q: 3 clusters Score -575381.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -575411.625000 Penalty: 4178.838379
	Iteration 16Q: 3 clusters Score -575411.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -575431.375000 Penalty: 4178.838379
	Iteration 17Q: 3 clusters Score -575431.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -575444.375000 Penalty: 4178.838379
	Iteration 18Q: 3 clusters Score -575444.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -575453.500000 Penalty: 4178.838379
	Iteration 19Q: 3 clusters Score -575453.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -575464.000000 Penalty: 4178.838379
	Iteration 20F: 3 clusters Score -575464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -575474.375000 Penalty: 4178.838379
	Iteration 21Q: 3 clusters Score -575474.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -575478.750000 Penalty: 4178.838379
	Iteration 22Q: 3 clusters Score -575478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -575481.437500 Penalty: 4178.838379
	Iteration 23Q: 3 clusters Score -575481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -575482.375000 Penalty: 4178.838379
	Iteration 24Q: 3 clusters Score -575482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -575482.937500 Penalty: 4178.838379
	Iteration 25Q: 3 clusters Score -575482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -575485.062500 Penalty: 4178.838379
	Iteration 26Q: 3 clusters Score -575485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -575485.062500 Penalty: 4178.838379
	Iteration 27F: 3 clusters Score -575485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1072288.375000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1072288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1065701.875000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -1065702 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1067636.750000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -1067637 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1068092.875000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -1068093 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1068599.750000 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -1068600 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1069053.375000 Penalty: 4479.719727
	Iteration 4F: 3 clusters Score -1069053 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1069418.875000 Penalty: 4479.719727
	Iteration 5F: 3 clusters Score -1069419 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1069654.500000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -1069654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1069810.875000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -1069811 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1069915.750000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -1069916 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1069989.375000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -1069989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1070051.250000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -1070051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1070094.875000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -1070095 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1070123.875000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1070124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1070143.000000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1070143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1070160.375000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1070160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1070174.625000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1070175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1070184.875000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1070185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1070190.625000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1070191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1070194.375000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1070194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1070197.750000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1070198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1070205.875000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1070206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1070208.250000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1070208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1070212.250000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1070212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1070216.250000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1070216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1070218.125000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1070218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1070222.000000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1070222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1070223.000000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1070223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1070225.750000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1070226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1070229.375000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1070229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1070230.250000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1070230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1070231.875000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1070232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1070236.875000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1070237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1070242.125000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1070242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1070249.250000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1070249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1070252.625000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -1070253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1070257.500000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -1070258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1070260.500000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -1070260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1070264.750000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -1070265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1070266.750000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -1070267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1070272.125000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -1070272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1070280.875000 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -1070281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1070290.500000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -1070290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1070302.875000 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -1070303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1070314.375000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -1070314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1070332.000000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -1070332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1070342.750000 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -1070343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1070353.000000 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -1070353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1070359.125000 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -1070359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1070373.625000 Penalty: 4479.719727
	Iteration 48Q: 3 clusters Score -1070374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1070383.875000 Penalty: 4479.719727
	Iteration 49Q: 3 clusters Score -1070384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1070395.750000 Penalty: 4479.719727
	Iteration 50Q: 3 clusters Score -1070396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1070402.250000 Penalty: 4479.719727
	Iteration 51Q: 3 clusters Score -1070402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1070408.375000 Penalty: 4479.719727
	Iteration 52Q: 3 clusters Score -1070408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1070416.000000 Penalty: 4479.719727
	Iteration 53Q: 3 clusters Score -1070416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1070422.500000 Penalty: 4479.719727
	Iteration 54Q: 3 clusters Score -1070422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1070432.125000 Penalty: 4479.719727
	Iteration 55Q: 3 clusters Score -1070432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1070441.125000 Penalty: 4479.719727
	Iteration 56Q: 3 clusters Score -1070441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1070443.250000 Penalty: 4479.719727
	Iteration 57Q: 3 clusters Score -1070443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1070450.250000 Penalty: 4479.719727
	Iteration 58Q: 3 clusters Score -1070450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1070456.250000 Penalty: 4479.719727
	Iteration 59Q: 3 clusters Score -1070456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1070458.000000 Penalty: 4479.719727
	Iteration 60F: 3 clusters Score -1070458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1070461.375000 Penalty: 4479.719727
	Iteration 61Q: 3 clusters Score -1070461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1070466.375000 Penalty: 4479.719727
	Iteration 62Q: 3 clusters Score -1070466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1070466.500000 Penalty: 4479.719727
	Iteration 63Q: 3 clusters Score -1070466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1070472.000000 Penalty: 4479.719727
	Iteration 64Q: 3 clusters Score -1070472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1070471.875000 Penalty: 4479.719727
	Iteration 65Q: 3 clusters Score -1070472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1070477.000000 Penalty: 4479.719727
	Iteration 66Q: 3 clusters Score -1070477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1070483.375000 Penalty: 4479.719727
	Iteration 67Q: 3 clusters Score -1070483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1070487.875000 Penalty: 4479.719727
	Iteration 68Q: 3 clusters Score -1070488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1070491.500000 Penalty: 4479.719727
	Iteration 69Q: 3 clusters Score -1070492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1070495.875000 Penalty: 4479.719727
	Iteration 70Q: 3 clusters Score -1070496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1070501.875000 Penalty: 4479.719727
	Iteration 71Q: 3 clusters Score -1070502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1070507.125000 Penalty: 4479.719727
	Iteration 72Q: 3 clusters Score -1070507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1070513.000000 Penalty: 4479.719727
	Iteration 73Q: 3 clusters Score -1070513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1070517.875000 Penalty: 4479.719727
	Iteration 74Q: 3 clusters Score -1070518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1070528.625000 Penalty: 4479.719727
	Iteration 75Q: 3 clusters Score -1070529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1070533.750000 Penalty: 4479.719727
	Iteration 76Q: 3 clusters Score -1070534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1070535.375000 Penalty: 4479.719727
	Iteration 77Q: 3 clusters Score -1070535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1070539.625000 Penalty: 4479.719727
	Iteration 78Q: 3 clusters Score -1070540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1070546.250000 Penalty: 4479.719727
	Iteration 79Q: 3 clusters Score -1070546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1070549.500000 Penalty: 4479.719727
	Iteration 80F: 3 clusters Score -1070550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1070552.375000 Penalty: 4479.719727
	Iteration 81Q: 3 clusters Score -1070552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1070555.000000 Penalty: 4479.719727
	Iteration 82Q: 3 clusters Score -1070555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1070558.625000 Penalty: 4479.719727
	Iteration 83Q: 3 clusters Score -1070559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1070560.500000 Penalty: 4479.719727
	Iteration 84Q: 3 clusters Score -1070560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1070564.750000 Penalty: 4479.719727
	Iteration 85Q: 3 clusters Score -1070565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1070570.000000 Penalty: 4479.719727
	Iteration 86Q: 3 clusters Score -1070570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1070568.250000 Penalty: 4479.719727
	Iteration 87Q: 3 clusters Score -1070568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1070573.125000 Penalty: 4479.719727
	Iteration 88Q: 3 clusters Score -1070573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1070575.000000 Penalty: 4479.719727
	Iteration 89Q: 3 clusters Score -1070575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1070575.625000 Penalty: 4479.719727
	Iteration 90Q: 3 clusters Score -1070576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1070575.750000 Penalty: 4479.719727
	Iteration 91Q: 3 clusters Score -1070576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1070577.625000 Penalty: 4479.719727
	Iteration 92Q: 3 clusters Score -1070578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1070580.125000 Penalty: 4479.719727
	Iteration 93Q: 3 clusters Score -1070580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1070583.625000 Penalty: 4479.719727
	Iteration 94Q: 3 clusters Score -1070584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1070584.000000 Penalty: 4479.719727
	Iteration 95Q: 3 clusters Score -1070584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1070588.375000 Penalty: 4479.719727
	Iteration 96Q: 3 clusters Score -1070588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1070597.500000 Penalty: 4479.719727
	Iteration 97Q: 3 clusters Score -1070598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1070606.125000 Penalty: 4479.719727
	Iteration 98Q: 3 clusters Score -1070606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1070607.500000 Penalty: 4479.719727
	Iteration 99Q: 3 clusters Score -1070608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1070613.500000 Penalty: 4479.719727
	Iteration 100F: 3 clusters Score -1070614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1070619.500000 Penalty: 4479.719727
	Iteration 101Q: 3 clusters Score -1070620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1070623.875000 Penalty: 4479.719727
	Iteration 102Q: 3 clusters Score -1070624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1070625.250000 Penalty: 4479.719727
	Iteration 103Q: 3 clusters Score -1070625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1070628.625000 Penalty: 4479.719727
	Iteration 104Q: 3 clusters Score -1070629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1070631.375000 Penalty: 4479.719727
	Iteration 105Q: 3 clusters Score -1070631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1070631.375000 Penalty: 4479.719727
	Iteration 106Q: 3 clusters Score -1070631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1070631.750000 Penalty: 4479.719727
	Iteration 107Q: 3 clusters Score -1070632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1070632.875000 Penalty: 4479.719727
	Iteration 108Q: 3 clusters Score -1070633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1070635.875000 Penalty: 4479.719727
	Iteration 109Q: 3 clusters Score -1070636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1070636.625000 Penalty: 4479.719727
	Iteration 110Q: 3 clusters Score -1070637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1070635.625000 Penalty: 4479.719727
	Iteration 111Q: 3 clusters Score -1070636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1070638.500000 Penalty: 4479.719727
	Iteration 112Q: 3 clusters Score -1070638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1070639.875000 Penalty: 4479.719727
	Iteration 113Q: 3 clusters Score -1070640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1070639.750000 Penalty: 4479.719727
	Iteration 114Q: 3 clusters Score -1070640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1070640.625000 Penalty: 4479.719727
	Iteration 115Q: 3 clusters Score -1070641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1070639.375000 Penalty: 4479.719727
	Iteration 116Q: 3 clusters Score -1070639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1070642.250000 Penalty: 4479.719727
	Iteration 117Q: 3 clusters Score -1070642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1070642.250000 Penalty: 4479.719727
	Iteration 118Q: 3 clusters Score -1070642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1070644.500000 Penalty: 4479.719727
	Iteration 119Q: 3 clusters Score -1070644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1070645.125000 Penalty: 4479.719727
	Iteration 120F: 3 clusters Score -1070645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1070646.750000 Penalty: 4479.719727
	Iteration 121Q: 3 clusters Score -1070647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1070650.500000 Penalty: 4479.719727
	Iteration 122Q: 3 clusters Score -1070650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1070647.750000 Penalty: 4479.719727
	Iteration 123Q: 3 clusters Score -1070648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1070649.250000 Penalty: 4479.719727
	Iteration 124Q: 3 clusters Score -1070649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1070648.750000 Penalty: 4479.719727
	Iteration 125Q: 3 clusters Score -1070649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1070649.250000 Penalty: 4479.719727
	Iteration 126Q: 3 clusters Score -1070649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1070649.250000 Penalty: 4479.719727
	Iteration 127F: 3 clusters Score -1070649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Entering Unmasked Estep 
Score: -1822647.250000 Penalty: 2370.707764
	Iteration 0F: 2 clusters Score -1822647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1812343.750000 Penalty: 4741.415527
	Iteration 0F: 3 clusters Score -1812344 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1815889.625000 Penalty: 4741.415527
	Iteration 1F: 3 clusters Score -1815890 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1816792.625000 Penalty: 4741.415527
	Iteration 2F: 3 clusters Score -1816793 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1817693.875000 Penalty: 4741.415527
	Iteration 3F: 3 clusters Score -1817694 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1818461.500000 Penalty: 4741.415527
	Iteration 4F: 3 clusters Score -1818462 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1819166.375000 Penalty: 4741.415527
	Iteration 5F: 3 clusters Score -1819166 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1819897.500000 Penalty: 4741.415527
	Iteration 6F: 3 clusters Score -1819898 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1820678.000000 Penalty: 4741.415527
	Iteration 7F: 3 clusters Score -1820678 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1821423.375000 Penalty: 4741.415527
	Iteration 8F: 3 clusters Score -1821423 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1822000.875000 Penalty: 4741.415527
	Iteration 9Q: 3 clusters Score -1822001 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1822434.125000 Penalty: 4741.415527
	Iteration 10Q: 3 clusters Score -1822434 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1822696.250000 Penalty: 4741.415527
	Iteration 11Q: 3 clusters Score -1822696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1822814.375000 Penalty: 4741.415527
	Iteration 12Q: 3 clusters Score -1822814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1822864.625000 Penalty: 4741.415527
	Iteration 13Q: 3 clusters Score -1822865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1822892.625000 Penalty: 4741.415527
	Iteration 14Q: 3 clusters Score -1822893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1822913.500000 Penalty: 4741.415527
	Iteration 15Q: 3 clusters Score -1822914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1822922.875000 Penalty: 4741.415527
	Iteration 16Q: 3 clusters Score -1822923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1822927.000000 Penalty: 4741.415527
	Iteration 17Q: 3 clusters Score -1822927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1822932.375000 Penalty: 4741.415527
	Iteration 18Q: 3 clusters Score -1822932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1822933.250000 Penalty: 4741.415527
	Iteration 19Q: 3 clusters Score -1822933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1822933.250000 Penalty: 4741.415527
	Iteration 20F: 3 clusters Score -1822933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1822934.250000 Penalty: 4741.415527
	Iteration 21Q: 3 clusters Score -1822934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1822934.750000 Penalty: 4741.415527
	Iteration 22Q: 3 clusters Score -1822935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1822934.625000 Penalty: 4741.415527
	Iteration 23Q: 3 clusters Score -1822935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1822936.250000 Penalty: 4741.415527
	Iteration 24Q: 3 clusters Score -1822936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1822937.500000 Penalty: 4741.415527
	Iteration 25Q: 3 clusters Score -1822938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1822938.000000 Penalty: 4741.415527
	Iteration 26Q: 3 clusters Score -1822938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1822939.250000 Penalty: 4741.415527
	Iteration 27Q: 3 clusters Score -1822939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1822938.375000 Penalty: 4741.415527
	Iteration 28Q: 3 clusters Score -1822938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1822938.875000 Penalty: 4741.415527
	Iteration 29Q: 3 clusters Score -1822939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1822936.375000 Penalty: 4741.415527
	Iteration 30Q: 3 clusters Score -1822936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1822940.125000 Penalty: 4741.415527
	Iteration 31Q: 3 clusters Score -1822940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1822937.875000 Penalty: 4741.415527
	Iteration 32Q: 3 clusters Score -1822938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1822937.750000 Penalty: 4741.415527
	Iteration 33Q: 3 clusters Score -1822938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1822937.750000 Penalty: 4741.415527
	Iteration 34F: 3 clusters Score -1822938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 1379 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 11618 members 
Entering Unmasked Estep 
Score: -111267288.000000 Penalty: 152786.656250
Splitting cluster 25 changes total score from -111268088.000000 to -111267288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (93496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Entering Unmasked Estep 
Score: -12224373.000000 Penalty: 2838.527100
	Iteration 0F: 2 clusters Score -1.222437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -12161660.000000 Penalty: 5677.054199
	Iteration 0F: 3 clusters Score -1.216166e+07 nChanged 44311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -12187199.000000 Penalty: 5677.054199
	Iteration 1F: 3 clusters Score -1.21872e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -12188126.000000 Penalty: 5677.054199
	Iteration 2Q: 3 clusters Score -1.218813e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -12189184.000000 Penalty: 5677.054199
	Iteration 3Q: 3 clusters Score -1.218918e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -12190280.000000 Penalty: 5677.054199
	Iteration 4Q: 3 clusters Score -1.219028e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -12191669.000000 Penalty: 5677.054199
	Iteration 5Q: 3 clusters Score -1.219167e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -12193308.000000 Penalty: 5677.054199
	Iteration 6Q: 3 clusters Score -1.219331e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -12195341.000000 Penalty: 5677.054199
	Iteration 7Q: 3 clusters Score -1.219534e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -12197745.000000 Penalty: 5677.054199
	Iteration 8Q: 3 clusters Score -1.219774e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -12200457.000000 Penalty: 5677.054199
	Iteration 9Q: 3 clusters Score -1.220046e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -12203749.000000 Penalty: 5677.054199
	Iteration 10F: 3 clusters Score -1.220375e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -12207059.000000 Penalty: 5677.054199
	Iteration 11F: 3 clusters Score -1.220706e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -12210351.000000 Penalty: 5677.054199
	Iteration 12Q: 3 clusters Score -1.221035e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -12213588.000000 Penalty: 5677.054199
	Iteration 13Q: 3 clusters Score -1.221359e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -12216200.000000 Penalty: 5677.054199
	Iteration 14Q: 3 clusters Score -1.22162e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -12218323.000000 Penalty: 5677.054199
	Iteration 15Q: 3 clusters Score -1.221832e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -12219779.000000 Penalty: 5677.054199
	Iteration 16Q: 3 clusters Score -1.221978e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -12220871.000000 Penalty: 5677.054199
	Iteration 17Q: 3 clusters Score -1.222087e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -12221501.000000 Penalty: 5677.054199
	Iteration 18Q: 3 clusters Score -1.22215e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -12221812.000000 Penalty: 5677.054199
	Iteration 19Q: 3 clusters Score -1.222181e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -12222050.000000 Penalty: 5677.054199
	Iteration 20F: 3 clusters Score -1.222205e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -12222212.000000 Penalty: 5677.054199
	Iteration 21Q: 3 clusters Score -1.222221e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -12222302.000000 Penalty: 5677.054199
	Iteration 22Q: 3 clusters Score -1.22223e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -12222365.000000 Penalty: 5677.054199
	Iteration 23Q: 3 clusters Score -1.222236e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -12222408.000000 Penalty: 5677.054199
	Iteration 24Q: 3 clusters Score -1.222241e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12222419.000000 Penalty: 5677.054199
	Iteration 25Q: 3 clusters Score -1.222242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -12222460.000000 Penalty: 5677.054199
	Iteration 26Q: 3 clusters Score -1.222246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12222480.000000 Penalty: 5677.054199
	Iteration 27Q: 3 clusters Score -1.222248e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12222495.000000 Penalty: 5677.054199
	Iteration 28Q: 3 clusters Score -1.22225e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12222505.000000 Penalty: 5677.054199
	Iteration 29Q: 3 clusters Score -1.22225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -12222532.000000 Penalty: 5677.054199
	Iteration 30Q: 3 clusters Score -1.222253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12222538.000000 Penalty: 5677.054199
	Iteration 31Q: 3 clusters Score -1.222254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12222530.000000 Penalty: 5677.054199
	Iteration 32Q: 3 clusters Score -1.222253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -12222536.000000 Penalty: 5677.054199
	Iteration 33Q: 3 clusters Score -1.222254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12222545.000000 Penalty: 5677.054199
	Iteration 34Q: 3 clusters Score -1.222254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12222537.000000 Penalty: 5677.054199
	Iteration 35Q: 3 clusters Score -1.222254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -12222537.000000 Penalty: 5677.054199
	Iteration 36Q: 3 clusters Score -1.222254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12222541.000000 Penalty: 5677.054199
	Iteration 37Q: 3 clusters Score -1.222254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12222550.000000 Penalty: 5677.054199
	Iteration 38Q: 3 clusters Score -1.222255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12222558.000000 Penalty: 5677.054199
	Iteration 39Q: 3 clusters Score -1.222256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12222555.000000 Penalty: 5677.054199
	Iteration 40F: 3 clusters Score -1.222256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -12222563.000000 Penalty: 5677.054199
	Iteration 41Q: 3 clusters Score -1.222256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12222575.000000 Penalty: 5677.054199
	Iteration 42Q: 3 clusters Score -1.222258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12222563.000000 Penalty: 5677.054199
	Iteration 43Q: 3 clusters Score -1.222256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -12222571.000000 Penalty: 5677.054199
	Iteration 44Q: 3 clusters Score -1.222257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12222571.000000 Penalty: 5677.054199
	Iteration 45Q: 3 clusters Score -1.222257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -12222555.000000 Penalty: 5677.054199
	Iteration 46Q: 3 clusters Score -1.222256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12222562.000000 Penalty: 5677.054199
	Iteration 47Q: 3 clusters Score -1.222256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12222557.000000 Penalty: 5677.054199
	Iteration 48Q: 3 clusters Score -1.222256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12222560.000000 Penalty: 5677.054199
	Iteration 49Q: 3 clusters Score -1.222256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -12222556.000000 Penalty: 5677.054199
	Iteration 50Q: 3 clusters Score -1.222256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12222553.000000 Penalty: 5677.054199
	Iteration 51Q: 3 clusters Score -1.222255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12222553.000000 Penalty: 5677.054199
	Iteration 52Q: 3 clusters Score -1.222255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12222555.000000 Penalty: 5677.054199
	Iteration 53Q: 3 clusters Score -1.222256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -12222568.000000 Penalty: 5677.054199
	Iteration 54Q: 3 clusters Score -1.222257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12222557.000000 Penalty: 5677.054199
	Iteration 55Q: 3 clusters Score -1.222256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -12222567.000000 Penalty: 5677.054199
	Iteration 56Q: 3 clusters Score -1.222257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -12222575.000000 Penalty: 5677.054199
	Iteration 57Q: 3 clusters Score -1.222258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -12222573.000000 Penalty: 5677.054199
	Iteration 58Q: 3 clusters Score -1.222257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -12222577.000000 Penalty: 5677.054199
	Iteration 59Q: 3 clusters Score -1.222258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12222583.000000 Penalty: 5677.054199
	Iteration 60F: 3 clusters Score -1.222258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12222577.000000 Penalty: 5677.054199
	Iteration 61Q: 3 clusters Score -1.222258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12222577.000000 Penalty: 5677.054199
	Iteration 62F: 3 clusters Score -1.222258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -694284.062500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -694284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -689347.500000 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -689347.5 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -691289.937500 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -691289.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -691870.937500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -691870.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -692263.562500 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -692263.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -692596.312500 Penalty: 4301.893066
	Iteration 4F: 3 clusters Score -692596.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -692846.875000 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -692846.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -693068.812500 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -693068.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -693251.687500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -693251.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -693367.875000 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -693367.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -693442.500000 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -693442.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -693503.062500 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -693503.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -693564.437500 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -693564.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -693611.000000 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -693611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -693650.937500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -693650.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -693691.875000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -693691.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -693731.625000 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -693731.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -693758.000000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -693758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -693783.437500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -693783.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -693807.937500 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -693807.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -693839.437500 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -693839.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -693867.875000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -693867.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -693884.062500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -693884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -693893.437500 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -693893.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -693907.125000 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -693907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -693913.812500 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -693913.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -693923.250000 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -693923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -693933.812500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -693933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -693945.812500 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -693945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -693954.875000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -693954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -693964.687500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -693964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -693974.125000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -693974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -693977.187500 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -693977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -693978.687500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -693978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -693977.625000 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -693977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -693979.187500 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -693979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -693980.125000 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -693980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -693979.375000 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -693979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -693981.000000 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -693981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -693981.000000 Penalty: 4301.893066
	Iteration 38F: 3 clusters Score -693981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -604916.062500 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -604916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -600620.437500 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -600620.4 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -601588.312500 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -601588.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -601774.937500 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -601774.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -601878.812500 Penalty: 4192.992676
	Iteration 3Q: 3 clusters Score -601878.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -601950.000000 Penalty: 4192.992676
	Iteration 4Q: 3 clusters Score -601950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -602004.937500 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -602004.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -602048.125000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -602048.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -602083.625000 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -602083.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -602109.812500 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -602109.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -602135.562500 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -602135.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -602163.187500 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -602163.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -602187.125000 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -602187.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -602217.250000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -602217.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -602244.437500 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -602244.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -602264.625000 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -602264.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -602280.375000 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -602280.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -602298.687500 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -602298.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -602321.687500 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -602321.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -602344.812500 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -602344.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -602371.125000 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -602371.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -602393.312500 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -602393.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -602411.437500 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -602411.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -602432.562500 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -602432.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -602456.312500 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -602456.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -602483.250000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -602483.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -602509.125000 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -602509.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -602542.562500 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -602542.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -602572.062500 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -602572.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -602604.437500 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -602604.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -602636.250000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -602636.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -602666.875000 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -602666.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -602700.187500 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -602700.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -602738.687500 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -602738.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -602771.125000 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -602771.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -602799.125000 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -602799.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -602823.500000 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -602823.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -602840.500000 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -602840.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -602858.687500 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -602858.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -602877.187500 Penalty: 4192.992676
	Iteration 38Q: 3 clusters Score -602877.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -602901.687500 Penalty: 4192.992676
	Iteration 39Q: 3 clusters Score -602901.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -602937.937500 Penalty: 4192.992676
	Iteration 40F: 3 clusters Score -602937.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -602954.125000 Penalty: 4192.992676
	Iteration 41Q: 3 clusters Score -602954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -602973.312500 Penalty: 4192.992676
	Iteration 42Q: 3 clusters Score -602973.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -602989.437500 Penalty: 4192.992676
	Iteration 43Q: 3 clusters Score -602989.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -603006.437500 Penalty: 4192.992676
	Iteration 44Q: 3 clusters Score -603006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -603020.500000 Penalty: 4192.992676
	Iteration 45Q: 3 clusters Score -603020.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -603033.312500 Penalty: 4192.992676
	Iteration 46Q: 3 clusters Score -603033.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -603040.062500 Penalty: 4192.992676
	Iteration 47Q: 3 clusters Score -603040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -603047.125000 Penalty: 4192.992676
	Iteration 48Q: 3 clusters Score -603047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -603053.750000 Penalty: 4192.992676
	Iteration 49Q: 3 clusters Score -603053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -603063.062500 Penalty: 4192.992676
	Iteration 50Q: 3 clusters Score -603063.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -603074.937500 Penalty: 4192.992676
	Iteration 51Q: 3 clusters Score -603074.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -603086.062500 Penalty: 4192.992676
	Iteration 52Q: 3 clusters Score -603086.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -603099.562500 Penalty: 4192.992676
	Iteration 53Q: 3 clusters Score -603099.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -603110.062500 Penalty: 4192.992676
	Iteration 54Q: 3 clusters Score -603110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -603122.125000 Penalty: 4192.992676
	Iteration 55Q: 3 clusters Score -603122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -603127.000000 Penalty: 4192.992676
	Iteration 56Q: 3 clusters Score -603127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -603131.312500 Penalty: 4192.992676
	Iteration 57Q: 3 clusters Score -603131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -603134.437500 Penalty: 4192.992676
	Iteration 58Q: 3 clusters Score -603134.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -603143.937500 Penalty: 4192.992676
	Iteration 59Q: 3 clusters Score -603143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -603152.750000 Penalty: 4192.992676
	Iteration 60F: 3 clusters Score -603152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -603158.875000 Penalty: 4192.992676
	Iteration 61Q: 3 clusters Score -603158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -603173.812500 Penalty: 4192.992676
	Iteration 62Q: 3 clusters Score -603173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -603179.687500 Penalty: 4192.992676
	Iteration 63Q: 3 clusters Score -603179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -603183.687500 Penalty: 4192.992676
	Iteration 64Q: 3 clusters Score -603183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -603184.250000 Penalty: 4192.992676
	Iteration 65Q: 3 clusters Score -603184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -603187.875000 Penalty: 4192.992676
	Iteration 66Q: 3 clusters Score -603187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -603192.187500 Penalty: 4192.992676
	Iteration 67Q: 3 clusters Score -603192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -603194.125000 Penalty: 4192.992676
	Iteration 68Q: 3 clusters Score -603194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -603194.062500 Penalty: 4192.992676
	Iteration 69Q: 3 clusters Score -603194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -603194.062500 Penalty: 4192.992676
	Iteration 70F: 3 clusters Score -603194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -396580.312500 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -396580.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -393272.375000 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -393272.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -393938.625000 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -393938.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -394096.562500 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -394096.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -394171.593750 Penalty: 3983.083252
	Iteration 3Q: 3 clusters Score -394171.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -394218.531250 Penalty: 3983.083252
	Iteration 4Q: 3 clusters Score -394218.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -394253.062500 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -394253.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -394283.625000 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -394283.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -394315.281250 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -394315.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -394337.031250 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -394337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394353.031250 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -394353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -394365.906250 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -394365.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -394377.000000 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -394377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -394383.812500 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -394383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -394389.156250 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -394389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -394393.156250 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -394393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -394396.312500 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -394396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -394398.281250 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -394398.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -394400.500000 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -394400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -394401.968750 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -394402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -394402.406250 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -394402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -394404.062500 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -394404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -394404.812500 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -394404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -394404.812500 Penalty: 3983.083252
	Iteration 22F: 3 clusters Score -394404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Entering Unmasked Estep 
Score: -682137.437500 Penalty: 2126.293213
	Iteration 0F: 2 clusters Score -682137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -677491.687500 Penalty: 4252.586426
	Iteration 0F: 3 clusters Score -677491.7 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -678734.000000 Penalty: 4252.586426
	Iteration 1F: 3 clusters Score -678734 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -679031.562500 Penalty: 4252.586426
	Iteration 2F: 3 clusters Score -679031.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -679280.375000 Penalty: 4252.586426
	Iteration 3F: 3 clusters Score -679280.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -679507.687500 Penalty: 4252.586426
	Iteration 4F: 3 clusters Score -679507.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -679713.500000 Penalty: 4252.586426
	Iteration 5F: 3 clusters Score -679713.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -679898.937500 Penalty: 4252.586426
	Iteration 6Q: 3 clusters Score -679898.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -680027.937500 Penalty: 4252.586426
	Iteration 7Q: 3 clusters Score -680027.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -680117.750000 Penalty: 4252.586426
	Iteration 8Q: 3 clusters Score -680117.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -680200.562500 Penalty: 4252.586426
	Iteration 9Q: 3 clusters Score -680200.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -680257.812500 Penalty: 4252.586426
	Iteration 10Q: 3 clusters Score -680257.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -680291.500000 Penalty: 4252.586426
	Iteration 11Q: 3 clusters Score -680291.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -680314.562500 Penalty: 4252.586426
	Iteration 12Q: 3 clusters Score -680314.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -680331.687500 Penalty: 4252.586426
	Iteration 13Q: 3 clusters Score -680331.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -680340.750000 Penalty: 4252.586426
	Iteration 14Q: 3 clusters Score -680340.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -680348.125000 Penalty: 4252.586426
	Iteration 15Q: 3 clusters Score -680348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -680353.250000 Penalty: 4252.586426
	Iteration 16Q: 3 clusters Score -680353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -680356.062500 Penalty: 4252.586426
	Iteration 17Q: 3 clusters Score -680356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -680357.750000 Penalty: 4252.586426
	Iteration 18Q: 3 clusters Score -680357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -680358.750000 Penalty: 4252.586426
	Iteration 19Q: 3 clusters Score -680358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -680359.750000 Penalty: 4252.586426
	Iteration 20F: 3 clusters Score -680359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -680361.750000 Penalty: 4252.586426
	Iteration 21Q: 3 clusters Score -680361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -680363.687500 Penalty: 4252.586426
	Iteration 22Q: 3 clusters Score -680363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -680367.062500 Penalty: 4252.586426
	Iteration 23Q: 3 clusters Score -680367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -680370.750000 Penalty: 4252.586426
	Iteration 24Q: 3 clusters Score -680370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -680373.875000 Penalty: 4252.586426
	Iteration 25Q: 3 clusters Score -680373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -680375.750000 Penalty: 4252.586426
	Iteration 26Q: 3 clusters Score -680375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -680377.375000 Penalty: 4252.586426
	Iteration 27Q: 3 clusters Score -680377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -680377.500000 Penalty: 4252.586426
	Iteration 28Q: 3 clusters Score -680377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -680377.500000 Penalty: 4252.586426
	Iteration 29F: 3 clusters Score -680377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -65608.890625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -65608.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64150.203125 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -64150.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64369.335938 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -64369.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64551.835938 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -64551.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64663.035156 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -64663.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64718.468750 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -64718.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64773.441406 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -64773.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64818.265625 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -64818.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64867.621094 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -64867.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64878.234375 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -64878.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64884.515625 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -64884.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64908.058594 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -64908.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64916.386719 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -64916.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64923.402344 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -64923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64926.207031 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -64926.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64926.207031 Penalty: 3137.770020
	Iteration 14F: 3 clusters Score -64926.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -650892.062500 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -650892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -646298.625000 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -646298.6 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -647430.812500 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -647430.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -647699.000000 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -647699 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -647962.312500 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -647962.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -648214.125000 Penalty: 4232.693848
	Iteration 4F: 3 clusters Score -648214.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -648495.062500 Penalty: 4232.693848
	Iteration 5F: 3 clusters Score -648495.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -648803.125000 Penalty: 4232.693848
	Iteration 6F: 3 clusters Score -648803.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -649195.375000 Penalty: 4232.693848
	Iteration 7F: 3 clusters Score -649195.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -649612.062500 Penalty: 4232.693848
	Iteration 8F: 3 clusters Score -649612.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -649951.375000 Penalty: 4232.693848
	Iteration 9F: 3 clusters Score -649951.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -650248.312500 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -650248.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -650434.250000 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -650434.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -650523.375000 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -650523.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -650558.875000 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -650558.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -650584.437500 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -650584.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -650600.687500 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -650600.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -650602.687500 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -650602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -650604.250000 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -650604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -650605.437500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -650605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -650606.500000 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -650606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -650606.750000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -650606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -453608.843750 Penalty: 2032.511230
	Iteration 0F: 2 clusters Score -453608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -449905.000000 Penalty: 4065.022461
	Iteration 0F: 3 clusters Score -449905 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -450749.250000 Penalty: 4065.022461
	Iteration 1F: 3 clusters Score -450749.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -451024.156250 Penalty: 4065.022461
	Iteration 2F: 3 clusters Score -451024.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -451289.187500 Penalty: 4065.022461
	Iteration 3F: 3 clusters Score -451289.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -451568.093750 Penalty: 4065.022461
	Iteration 4F: 3 clusters Score -451568.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -451856.343750 Penalty: 4065.022461
	Iteration 5F: 3 clusters Score -451856.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -452135.000000 Penalty: 4065.022461
	Iteration 6F: 3 clusters Score -452135 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452382.562500 Penalty: 4065.022461
	Iteration 7F: 3 clusters Score -452382.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -452568.468750 Penalty: 4065.022461
	Iteration 8Q: 3 clusters Score -452568.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -452721.687500 Penalty: 4065.022461
	Iteration 9Q: 3 clusters Score -452721.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -452830.531250 Penalty: 4065.022461
	Iteration 10Q: 3 clusters Score -452830.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -452916.812500 Penalty: 4065.022461
	Iteration 11Q: 3 clusters Score -452916.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -452983.000000 Penalty: 4065.022461
	Iteration 12Q: 3 clusters Score -452983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453022.562500 Penalty: 4065.022461
	Iteration 13Q: 3 clusters Score -453022.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -453046.531250 Penalty: 4065.022461
	Iteration 14Q: 3 clusters Score -453046.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -453062.312500 Penalty: 4065.022461
	Iteration 15Q: 3 clusters Score -453062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453077.156250 Penalty: 4065.022461
	Iteration 16Q: 3 clusters Score -453077.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -453084.906250 Penalty: 4065.022461
	Iteration 17Q: 3 clusters Score -453084.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -453091.875000 Penalty: 4065.022461
	Iteration 18Q: 3 clusters Score -453091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -453097.437500 Penalty: 4065.022461
	Iteration 19Q: 3 clusters Score -453097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -453102.593750 Penalty: 4065.022461
	Iteration 20F: 3 clusters Score -453102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453107.312500 Penalty: 4065.022461
	Iteration 21Q: 3 clusters Score -453107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -453112.687500 Penalty: 4065.022461
	Iteration 22Q: 3 clusters Score -453112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -453115.781250 Penalty: 4065.022461
	Iteration 23Q: 3 clusters Score -453115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453117.812500 Penalty: 4065.022461
	Iteration 24Q: 3 clusters Score -453117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -453119.781250 Penalty: 4065.022461
	Iteration 25Q: 3 clusters Score -453119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -453121.593750 Penalty: 4065.022461
	Iteration 26Q: 3 clusters Score -453121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -453122.218750 Penalty: 4065.022461
	Iteration 27Q: 3 clusters Score -453122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -453124.593750 Penalty: 4065.022461
	Iteration 28Q: 3 clusters Score -453124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -453124.656250 Penalty: 4065.022461
	Iteration 29Q: 3 clusters Score -453124.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -453124.656250 Penalty: 4065.022461
	Iteration 30F: 3 clusters Score -453124.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -295368.093750 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -295368.1 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 1282 members 
Entering Unmasked Estep 
Score: -292456.968750 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -292457 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -293192.437500 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -293192.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -293449.812500 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -293449.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -293576.750000 Penalty: 3884.088135
	Iteration 3F: 3 clusters Score -293576.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -293658.093750 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -293658.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -293703.562500 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -293703.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -293741.125000 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -293741.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -293773.375000 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -293773.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -293810.406250 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -293810.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -293842.406250 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -293842.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -293866.375000 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -293866.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293887.187500 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -293887.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -293901.531250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -293901.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -293910.593750 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -293910.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -293917.812500 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -293917.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -293928.781250 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -293928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -293935.843750 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -293935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -293941.375000 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -293941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -293946.656250 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -293946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -293953.531250 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -293953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -293958.000000 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -293958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -293963.250000 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -293963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -293968.906250 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -293968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -293972.406250 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -293972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -293974.250000 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -293974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -293976.562500 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -293976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -293979.937500 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -293979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -293982.000000 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -293982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -293986.906250 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -293986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -293988.218750 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -293988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -293989.000000 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -293989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -293990.750000 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -293990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -293992.281250 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -293992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293993.906250 Penalty: 3884.088135
	Iteration 33Q: 3 clusters Score -293993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293993.906250 Penalty: 3884.088135
	Iteration 34F: 3 clusters Score -293993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -557463.062500 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -557463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -553259.125000 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -553259.1 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -554404.875000 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -554404.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554823.625000 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -554823.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -555227.312500 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -555227.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -555603.062500 Penalty: 4180.250977
	Iteration 4F: 3 clusters Score -555603.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -556013.875000 Penalty: 4180.250977
	Iteration 5F: 3 clusters Score -556013.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -556406.000000 Penalty: 4180.250977
	Iteration 6F: 3 clusters Score -556406 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -556648.750000 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -556648.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -556788.687500 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -556788.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -556873.687500 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -556873.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -556896.000000 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -556896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -556909.312500 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -556909.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -556919.437500 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -556919.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -556924.687500 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -556924.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -556930.562500 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -556930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -556936.500000 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -556936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -556940.375000 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -556940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -556943.437500 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -556943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -556945.500000 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -556945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -556945.312500 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -556945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -556948.312500 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -556948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -556949.125000 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -556949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -556949.875000 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -556949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -556949.875000 Penalty: 4180.250977
	Iteration 23F: 3 clusters Score -556949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Entering Unmasked Estep 
Score: -1715459.500000 Penalty: 2368.370117
	Iteration 0F: 2 clusters Score -1715460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1705201.500000 Penalty: 4736.740234
	Iteration 0F: 3 clusters Score -1705202 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1708537.375000 Penalty: 4736.740234
	Iteration 1F: 3 clusters Score -1708537 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1709051.250000 Penalty: 4736.740234
	Iteration 2F: 3 clusters Score -1709051 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1709522.750000 Penalty: 4736.740234
	Iteration 3F: 3 clusters Score -1709523 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1709942.750000 Penalty: 4736.740234
	Iteration 4F: 3 clusters Score -1709943 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1710344.750000 Penalty: 4736.740234
	Iteration 5Q: 3 clusters Score -1710345 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1710762.500000 Penalty: 4736.740234
	Iteration 6Q: 3 clusters Score -1710762 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1711177.250000 Penalty: 4736.740234
	Iteration 7Q: 3 clusters Score -1711177 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1711574.875000 Penalty: 4736.740234
	Iteration 8Q: 3 clusters Score -1711575 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1711955.625000 Penalty: 4736.740234
	Iteration 9Q: 3 clusters Score -1711956 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1712272.875000 Penalty: 4736.740234
	Iteration 10Q: 3 clusters Score -1712273 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1712508.750000 Penalty: 4736.740234
	Iteration 11Q: 3 clusters Score -1712509 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1712691.250000 Penalty: 4736.740234
	Iteration 12Q: 3 clusters Score -1712691 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1712805.375000 Penalty: 4736.740234
	Iteration 13Q: 3 clusters Score -1712805 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1712899.875000 Penalty: 4736.740234
	Iteration 14Q: 3 clusters Score -1712900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1712977.875000 Penalty: 4736.740234
	Iteration 15Q: 3 clusters Score -1712978 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1713044.125000 Penalty: 4736.740234
	Iteration 16Q: 3 clusters Score -1713044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1713098.000000 Penalty: 4736.740234
	Iteration 17Q: 3 clusters Score -1713098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1713144.125000 Penalty: 4736.740234
	Iteration 18Q: 3 clusters Score -1713144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1713193.250000 Penalty: 4736.740234
	Iteration 19Q: 3 clusters Score -1713193 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1713233.750000 Penalty: 4736.740234
	Iteration 20F: 3 clusters Score -1713234 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1713280.125000 Penalty: 4736.740234
	Iteration 21Q: 3 clusters Score -1713280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1713323.375000 Penalty: 4736.740234
	Iteration 22Q: 3 clusters Score -1713323 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1713377.250000 Penalty: 4736.740234
	Iteration 23Q: 3 clusters Score -1713377 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1713419.125000 Penalty: 4736.740234
	Iteration 24Q: 3 clusters Score -1713419 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1713455.500000 Penalty: 4736.740234
	Iteration 25Q: 3 clusters Score -1713456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1713491.000000 Penalty: 4736.740234
	Iteration 26Q: 3 clusters Score -1713491 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1713527.625000 Penalty: 4736.740234
	Iteration 27Q: 3 clusters Score -1713528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1713572.000000 Penalty: 4736.740234
	Iteration 28Q: 3 clusters Score -1713572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1713600.625000 Penalty: 4736.740234
	Iteration 29Q: 3 clusters Score -1713601 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1713625.625000 Penalty: 4736.740234
	Iteration 30Q: 3 clusters Score -1713626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1713648.000000 Penalty: 4736.740234
	Iteration 31Q: 3 clusters Score -1713648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1713674.000000 Penalty: 4736.740234
	Iteration 32Q: 3 clusters Score -1713674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1713695.875000 Penalty: 4736.740234
	Iteration 33Q: 3 clusters Score -1713696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1713713.250000 Penalty: 4736.740234
	Iteration 34Q: 3 clusters Score -1713713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1713731.500000 Penalty: 4736.740234
	Iteration 35Q: 3 clusters Score -1713732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1713740.250000 Penalty: 4736.740234
	Iteration 36Q: 3 clusters Score -1713740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1713748.375000 Penalty: 4736.740234
	Iteration 37Q: 3 clusters Score -1713748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1713762.625000 Penalty: 4736.740234
	Iteration 38Q: 3 clusters Score -1713763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1713781.000000 Penalty: 4736.740234
	Iteration 39Q: 3 clusters Score -1713781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1713798.125000 Penalty: 4736.740234
	Iteration 40F: 3 clusters Score -1713798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1713810.375000 Penalty: 4736.740234
	Iteration 41Q: 3 clusters Score -1713810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1713824.625000 Penalty: 4736.740234
	Iteration 42Q: 3 clusters Score -1713825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1713835.125000 Penalty: 4736.740234
	Iteration 43Q: 3 clusters Score -1713835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1713838.875000 Penalty: 4736.740234
	Iteration 44Q: 3 clusters Score -1713839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1713842.500000 Penalty: 4736.740234
	Iteration 45Q: 3 clusters Score -1713842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1713845.875000 Penalty: 4736.740234
	Iteration 46Q: 3 clusters Score -1713846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1713849.250000 Penalty: 4736.740234
	Iteration 47Q: 3 clusters Score -1713849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1713853.000000 Penalty: 4736.740234
	Iteration 48Q: 3 clusters Score -1713853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1713855.875000 Penalty: 4736.740234
	Iteration 49Q: 3 clusters Score -1713856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1713858.125000 Penalty: 4736.740234
	Iteration 50Q: 3 clusters Score -1713858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1713858.250000 Penalty: 4736.740234
	Iteration 51Q: 3 clusters Score -1713858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1713856.375000 Penalty: 4736.740234
	Iteration 52Q: 3 clusters Score -1713856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1713860.375000 Penalty: 4736.740234
	Iteration 53Q: 3 clusters Score -1713860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1713861.250000 Penalty: 4736.740234
	Iteration 54Q: 3 clusters Score -1713861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1713864.875000 Penalty: 4736.740234
	Iteration 55Q: 3 clusters Score -1713865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1713861.250000 Penalty: 4736.740234
	Iteration 56Q: 3 clusters Score -1713861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1713861.625000 Penalty: 4736.740234
	Iteration 57Q: 3 clusters Score -1713862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1713861.375000 Penalty: 4736.740234
	Iteration 58Q: 3 clusters Score -1713861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1713861.000000 Penalty: 4736.740234
	Iteration 59Q: 3 clusters Score -1713861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1713859.750000 Penalty: 4736.740234
	Iteration 60F: 3 clusters Score -1713860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1713862.000000 Penalty: 4736.740234
	Iteration 61Q: 3 clusters Score -1713862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1713861.875000 Penalty: 4736.740234
	Iteration 62Q: 3 clusters Score -1713862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1713863.875000 Penalty: 4736.740234
	Iteration 63Q: 3 clusters Score -1713864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1713863.250000 Penalty: 4736.740234
	Iteration 64Q: 3 clusters Score -1713863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1713863.500000 Penalty: 4736.740234
	Iteration 65Q: 3 clusters Score -1713864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1713864.125000 Penalty: 4736.740234
	Iteration 66Q: 3 clusters Score -1713864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1713864.000000 Penalty: 4736.740234
	Iteration 67Q: 3 clusters Score -1713864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1713862.125000 Penalty: 4736.740234
	Iteration 68Q: 3 clusters Score -1713862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1713866.625000 Penalty: 4736.740234
	Iteration 69Q: 3 clusters Score -1713867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1713869.125000 Penalty: 4736.740234
	Iteration 70Q: 3 clusters Score -1713869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1713873.250000 Penalty: 4736.740234
	Iteration 71Q: 3 clusters Score -1713873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1713868.750000 Penalty: 4736.740234
	Iteration 72Q: 3 clusters Score -1713869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1713870.750000 Penalty: 4736.740234
	Iteration 73Q: 3 clusters Score -1713871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1713871.125000 Penalty: 4736.740234
	Iteration 74Q: 3 clusters Score -1713871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1713872.750000 Penalty: 4736.740234
	Iteration 75Q: 3 clusters Score -1713873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1713874.500000 Penalty: 4736.740234
	Iteration 76Q: 3 clusters Score -1713874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1713875.375000 Penalty: 4736.740234
	Iteration 77Q: 3 clusters Score -1713875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1713876.375000 Penalty: 4736.740234
	Iteration 78Q: 3 clusters Score -1713876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1713875.500000 Penalty: 4736.740234
	Iteration 79Q: 3 clusters Score -1713876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1713875.375000 Penalty: 4736.740234
	Iteration 80F: 3 clusters Score -1713875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1713875.250000 Penalty: 4736.740234
	Iteration 81Q: 3 clusters Score -1713875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1713875.250000 Penalty: 4736.740234
	Iteration 82F: 3 clusters Score -1713875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Entering Unmasked Estep 
Score: -779837.687500 Penalty: 2158.263916
	Iteration 0F: 2 clusters Score -779837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -774648.750000 Penalty: 4316.527832
	Iteration 0F: 3 clusters Score -774648.8 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -775903.250000 Penalty: 4316.527832
	Iteration 1F: 3 clusters Score -775903.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -776116.312500 Penalty: 4316.527832
	Iteration 2F: 3 clusters Score -776116.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -776257.750000 Penalty: 4316.527832
	Iteration 3Q: 3 clusters Score -776257.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -776363.500000 Penalty: 4316.527832
	Iteration 4Q: 3 clusters Score -776363.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -776443.937500 Penalty: 4316.527832
	Iteration 5Q: 3 clusters Score -776443.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -776514.625000 Penalty: 4316.527832
	Iteration 6Q: 3 clusters Score -776514.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -776578.500000 Penalty: 4316.527832
	Iteration 7Q: 3 clusters Score -776578.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -776631.750000 Penalty: 4316.527832
	Iteration 8Q: 3 clusters Score -776631.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -776686.937500 Penalty: 4316.527832
	Iteration 9Q: 3 clusters Score -776686.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -776738.687500 Penalty: 4316.527832
	Iteration 10Q: 3 clusters Score -776738.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -776785.187500 Penalty: 4316.527832
	Iteration 11Q: 3 clusters Score -776785.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -776833.812500 Penalty: 4316.527832
	Iteration 12Q: 3 clusters Score -776833.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -776883.000000 Penalty: 4316.527832
	Iteration 13Q: 3 clusters Score -776883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -776931.125000 Penalty: 4316.527832
	Iteration 14Q: 3 clusters Score -776931.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -776971.812500 Penalty: 4316.527832
	Iteration 15Q: 3 clusters Score -776971.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -777010.062500 Penalty: 4316.527832
	Iteration 16Q: 3 clusters Score -777010.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -777039.062500 Penalty: 4316.527832
	Iteration 17Q: 3 clusters Score -777039.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -777062.250000 Penalty: 4316.527832
	Iteration 18Q: 3 clusters Score -777062.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -777085.562500 Penalty: 4316.527832
	Iteration 19Q: 3 clusters Score -777085.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -777113.125000 Penalty: 4316.527832
	Iteration 20F: 3 clusters Score -777113.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -777144.125000 Penalty: 4316.527832
	Iteration 21Q: 3 clusters Score -777144.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -777178.562500 Penalty: 4316.527832
	Iteration 22Q: 3 clusters Score -777178.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -777208.687500 Penalty: 4316.527832
	Iteration 23Q: 3 clusters Score -777208.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -777241.562500 Penalty: 4316.527832
	Iteration 24Q: 3 clusters Score -777241.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -777282.875000 Penalty: 4316.527832
	Iteration 25Q: 3 clusters Score -777282.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -777327.187500 Penalty: 4316.527832
	Iteration 26Q: 3 clusters Score -777327.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -777377.375000 Penalty: 4316.527832
	Iteration 27Q: 3 clusters Score -777377.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -777423.875000 Penalty: 4316.527832
	Iteration 28Q: 3 clusters Score -777423.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -777481.375000 Penalty: 4316.527832
	Iteration 29Q: 3 clusters Score -777481.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -777538.250000 Penalty: 4316.527832
	Iteration 30Q: 3 clusters Score -777538.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -777607.687500 Penalty: 4316.527832
	Iteration 31Q: 3 clusters Score -777607.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -777679.437500 Penalty: 4316.527832
	Iteration 32Q: 3 clusters Score -777679.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -777765.875000 Penalty: 4316.527832
	Iteration 33Q: 3 clusters Score -777765.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -777849.562500 Penalty: 4316.527832
	Iteration 34Q: 3 clusters Score -777849.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -777931.687500 Penalty: 4316.527832
	Iteration 35Q: 3 clusters Score -777931.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -778005.937500 Penalty: 4316.527832
	Iteration 36Q: 3 clusters Score -778005.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -778067.187500 Penalty: 4316.527832
	Iteration 37Q: 3 clusters Score -778067.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -778119.625000 Penalty: 4316.527832
	Iteration 38Q: 3 clusters Score -778119.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -778162.625000 Penalty: 4316.527832
	Iteration 39Q: 3 clusters Score -778162.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -778193.562500 Penalty: 4316.527832
	Iteration 40F: 3 clusters Score -778193.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -778214.000000 Penalty: 4316.527832
	Iteration 41Q: 3 clusters Score -778214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -778230.250000 Penalty: 4316.527832
	Iteration 42Q: 3 clusters Score -778230.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -778239.937500 Penalty: 4316.527832
	Iteration 43Q: 3 clusters Score -778239.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -778250.125000 Penalty: 4316.527832
	Iteration 44Q: 3 clusters Score -778250.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -778261.625000 Penalty: 4316.527832
	Iteration 45Q: 3 clusters Score -778261.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -778268.812500 Penalty: 4316.527832
	Iteration 46Q: 3 clusters Score -778268.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -778274.062500 Penalty: 4316.527832
	Iteration 47Q: 3 clusters Score -778274.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -778278.375000 Penalty: 4316.527832
	Iteration 48Q: 3 clusters Score -778278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -778281.875000 Penalty: 4316.527832
	Iteration 49Q: 3 clusters Score -778281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -778286.375000 Penalty: 4316.527832
	Iteration 50Q: 3 clusters Score -778286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -778287.750000 Penalty: 4316.527832
	Iteration 51Q: 3 clusters Score -778287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -778289.000000 Penalty: 4316.527832
	Iteration 52Q: 3 clusters Score -778289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -778292.062500 Penalty: 4316.527832
	Iteration 53Q: 3 clusters Score -778292.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -778296.625000 Penalty: 4316.527832
	Iteration 54Q: 3 clusters Score -778296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -778298.625000 Penalty: 4316.527832
	Iteration 55Q: 3 clusters Score -778298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -778300.437500 Penalty: 4316.527832
	Iteration 56Q: 3 clusters Score -778300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -778302.687500 Penalty: 4316.527832
	Iteration 57Q: 3 clusters Score -778302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -778303.000000 Penalty: 4316.527832
	Iteration 58Q: 3 clusters Score -778303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -778303.500000 Penalty: 4316.527832
	Iteration 59Q: 3 clusters Score -778303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -778305.000000 Penalty: 4316.527832
	Iteration 60F: 3 clusters Score -778305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Entering Unmasked Estep 
Score: -1139419.250000 Penalty: 2248.656250
	Iteration 0F: 2 clusters Score -1139419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1132584.875000 Penalty: 4497.312500
	Iteration 0F: 3 clusters Score -1132585 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1134403.875000 Penalty: 4497.312500
	Iteration 1F: 3 clusters Score -1134404 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1134704.500000 Penalty: 4497.312500
	Iteration 2F: 3 clusters Score -1134704 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1134940.625000 Penalty: 4497.312500
	Iteration 3F: 3 clusters Score -1134941 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1135155.500000 Penalty: 4497.312500
	Iteration 4Q: 3 clusters Score -1135156 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1135377.500000 Penalty: 4497.312500
	Iteration 5Q: 3 clusters Score -1135378 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1135635.500000 Penalty: 4497.312500
	Iteration 6Q: 3 clusters Score -1135636 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1135931.250000 Penalty: 4497.312500
	Iteration 7F: 3 clusters Score -1135931 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1136195.875000 Penalty: 4497.312500
	Iteration 8F: 3 clusters Score -1136196 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1136395.750000 Penalty: 4497.312500
	Iteration 9Q: 3 clusters Score -1136396 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1136588.250000 Penalty: 4497.312500
	Iteration 10Q: 3 clusters Score -1136588 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1136773.375000 Penalty: 4497.312500
	Iteration 11Q: 3 clusters Score -1136773 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1136917.375000 Penalty: 4497.312500
	Iteration 12Q: 3 clusters Score -1136917 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1137021.875000 Penalty: 4497.312500
	Iteration 13Q: 3 clusters Score -1137022 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1137094.125000 Penalty: 4497.312500
	Iteration 14Q: 3 clusters Score -1137094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1137148.750000 Penalty: 4497.312500
	Iteration 15Q: 3 clusters Score -1137149 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1137187.125000 Penalty: 4497.312500
	Iteration 16Q: 3 clusters Score -1137187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1137218.375000 Penalty: 4497.312500
	Iteration 17Q: 3 clusters Score -1137218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1137244.625000 Penalty: 4497.312500
	Iteration 18Q: 3 clusters Score -1137245 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1137268.625000 Penalty: 4497.312500
	Iteration 19Q: 3 clusters Score -1137269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1137294.250000 Penalty: 4497.312500
	Iteration 20F: 3 clusters Score -1137294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1137315.125000 Penalty: 4497.312500
	Iteration 21Q: 3 clusters Score -1137315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1137333.875000 Penalty: 4497.312500
	Iteration 22Q: 3 clusters Score -1137334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1137360.000000 Penalty: 4497.312500
	Iteration 23Q: 3 clusters Score -1137360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1137390.000000 Penalty: 4497.312500
	Iteration 24Q: 3 clusters Score -1137390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1137420.625000 Penalty: 4497.312500
	Iteration 25Q: 3 clusters Score -1137421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1137446.000000 Penalty: 4497.312500
	Iteration 26Q: 3 clusters Score -1137446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1137474.500000 Penalty: 4497.312500
	Iteration 27Q: 3 clusters Score -1137474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1137502.875000 Penalty: 4497.312500
	Iteration 28Q: 3 clusters Score -1137503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1137520.125000 Penalty: 4497.312500
	Iteration 29Q: 3 clusters Score -1137520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1137534.375000 Penalty: 4497.312500
	Iteration 30Q: 3 clusters Score -1137534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1137543.000000 Penalty: 4497.312500
	Iteration 31Q: 3 clusters Score -1137543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1137548.125000 Penalty: 4497.312500
	Iteration 32Q: 3 clusters Score -1137548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1137554.750000 Penalty: 4497.312500
	Iteration 33Q: 3 clusters Score -1137555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1137558.875000 Penalty: 4497.312500
	Iteration 34Q: 3 clusters Score -1137559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1137561.875000 Penalty: 4497.312500
	Iteration 35Q: 3 clusters Score -1137562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1137566.750000 Penalty: 4497.312500
	Iteration 36Q: 3 clusters Score -1137567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1137569.125000 Penalty: 4497.312500
	Iteration 37Q: 3 clusters Score -1137569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1137573.375000 Penalty: 4497.312500
	Iteration 38Q: 3 clusters Score -1137573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1137576.000000 Penalty: 4497.312500
	Iteration 39Q: 3 clusters Score -1137576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1137578.625000 Penalty: 4497.312500
	Iteration 40F: 3 clusters Score -1137579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1137582.375000 Penalty: 4497.312500
	Iteration 41Q: 3 clusters Score -1137582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1137586.750000 Penalty: 4497.312500
	Iteration 42Q: 3 clusters Score -1137587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1137587.250000 Penalty: 4497.312500
	Iteration 43Q: 3 clusters Score -1137587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1137592.250000 Penalty: 4497.312500
	Iteration 44Q: 3 clusters Score -1137592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1137593.750000 Penalty: 4497.312500
	Iteration 45Q: 3 clusters Score -1137594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1137594.750000 Penalty: 4497.312500
	Iteration 46Q: 3 clusters Score -1137595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1137601.625000 Penalty: 4497.312500
	Iteration 47Q: 3 clusters Score -1137602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1137604.000000 Penalty: 4497.312500
	Iteration 48Q: 3 clusters Score -1137604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1137609.875000 Penalty: 4497.312500
	Iteration 49Q: 3 clusters Score -1137610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1137613.375000 Penalty: 4497.312500
	Iteration 50Q: 3 clusters Score -1137613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1137619.250000 Penalty: 4497.312500
	Iteration 51Q: 3 clusters Score -1137619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1137625.375000 Penalty: 4497.312500
	Iteration 52Q: 3 clusters Score -1137625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1137628.500000 Penalty: 4497.312500
	Iteration 53Q: 3 clusters Score -1137628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1137632.125000 Penalty: 4497.312500
	Iteration 54Q: 3 clusters Score -1137632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1137636.500000 Penalty: 4497.312500
	Iteration 55Q: 3 clusters Score -1137636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1137638.750000 Penalty: 4497.312500
	Iteration 56Q: 3 clusters Score -1137639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1137644.750000 Penalty: 4497.312500
	Iteration 57Q: 3 clusters Score -1137645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1137647.750000 Penalty: 4497.312500
	Iteration 58Q: 3 clusters Score -1137648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1137650.500000 Penalty: 4497.312500
	Iteration 59Q: 3 clusters Score -1137650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1137651.875000 Penalty: 4497.312500
	Iteration 60F: 3 clusters Score -1137652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1137653.875000 Penalty: 4497.312500
	Iteration 61Q: 3 clusters Score -1137654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1137654.000000 Penalty: 4497.312500
	Iteration 62Q: 3 clusters Score -1137654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1137655.500000 Penalty: 4497.312500
	Iteration 63Q: 3 clusters Score -1137656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1137654.375000 Penalty: 4497.312500
	Iteration 64Q: 3 clusters Score -1137654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1137654.375000 Penalty: 4497.312500
	Iteration 65F: 3 clusters Score -1137654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Entering Unmasked Estep 
Score: -4576996.000000 Penalty: 2615.074951
	Iteration 0F: 2 clusters Score -4576996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4551290.000000 Penalty: 5230.149902
	Iteration 0F: 3 clusters Score -4551290 nChanged 17338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4560976.500000 Penalty: 5230.149902
	Iteration 1F: 3 clusters Score -4560976 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4561736.000000 Penalty: 5230.149902
	Iteration 2F: 3 clusters Score -4561736 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4562445.500000 Penalty: 5230.149902
	Iteration 3Q: 3 clusters Score -4562446 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -4563350.500000 Penalty: 5230.149902
	Iteration 4Q: 3 clusters Score -4563350 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4564329.000000 Penalty: 5230.149902
	Iteration 5F: 3 clusters Score -4564329 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4565360.500000 Penalty: 5230.149902
	Iteration 6F: 3 clusters Score -4565360 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4566374.500000 Penalty: 5230.149902
	Iteration 7Q: 3 clusters Score -4566374 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4567270.500000 Penalty: 5230.149902
	Iteration 8Q: 3 clusters Score -4567270 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -4568123.000000 Penalty: 5230.149902
	Iteration 9Q: 3 clusters Score -4568123 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4568955.500000 Penalty: 5230.149902
	Iteration 10Q: 3 clusters Score -4568956 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -4569731.000000 Penalty: 5230.149902
	Iteration 11Q: 3 clusters Score -4569731 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4570464.000000 Penalty: 5230.149902
	Iteration 12Q: 3 clusters Score -4570464 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4571032.500000 Penalty: 5230.149902
	Iteration 13Q: 3 clusters Score -4571032 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4571560.500000 Penalty: 5230.149902
	Iteration 14Q: 3 clusters Score -4571560 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4571990.500000 Penalty: 5230.149902
	Iteration 15Q: 3 clusters Score -4571990 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4572350.500000 Penalty: 5230.149902
	Iteration 16Q: 3 clusters Score -4572350 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4572711.500000 Penalty: 5230.149902
	Iteration 17Q: 3 clusters Score -4572712 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -4573050.000000 Penalty: 5230.149902
	Iteration 18Q: 3 clusters Score -4573050 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4573364.000000 Penalty: 5230.149902
	Iteration 19Q: 3 clusters Score -4573364 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4573670.000000 Penalty: 5230.149902
	Iteration 20F: 3 clusters Score -4573670 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4573938.500000 Penalty: 5230.149902
	Iteration 21Q: 3 clusters Score -4573938 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4574195.000000 Penalty: 5230.149902
	Iteration 22Q: 3 clusters Score -4574195 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4574435.000000 Penalty: 5230.149902
	Iteration 23Q: 3 clusters Score -4574435 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4574656.000000 Penalty: 5230.149902
	Iteration 24Q: 3 clusters Score -4574656 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4574878.500000 Penalty: 5230.149902
	Iteration 25Q: 3 clusters Score -4574878 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4575090.000000 Penalty: 5230.149902
	Iteration 26Q: 3 clusters Score -4575090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4575260.500000 Penalty: 5230.149902
	Iteration 27Q: 3 clusters Score -4575260 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4575425.000000 Penalty: 5230.149902
	Iteration 28Q: 3 clusters Score -4575425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4575521.500000 Penalty: 5230.149902
	Iteration 29Q: 3 clusters Score -4575522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4575589.000000 Penalty: 5230.149902
	Iteration 30Q: 3 clusters Score -4575589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4575627.500000 Penalty: 5230.149902
	Iteration 31Q: 3 clusters Score -4575628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4575659.000000 Penalty: 5230.149902
	Iteration 32Q: 3 clusters Score -4575659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4575682.500000 Penalty: 5230.149902
	Iteration 33Q: 3 clusters Score -4575682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4575704.500000 Penalty: 5230.149902
	Iteration 34Q: 3 clusters Score -4575704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4575711.500000 Penalty: 5230.149902
	Iteration 35Q: 3 clusters Score -4575712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4575724.500000 Penalty: 5230.149902
	Iteration 36Q: 3 clusters Score -4575724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4575727.000000 Penalty: 5230.149902
	Iteration 37Q: 3 clusters Score -4575727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4575722.500000 Penalty: 5230.149902
	Iteration 38Q: 3 clusters Score -4575722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4575738.500000 Penalty: 5230.149902
	Iteration 39Q: 3 clusters Score -4575738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4575734.500000 Penalty: 5230.149902
	Iteration 40F: 3 clusters Score -4575734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4575742.500000 Penalty: 5230.149902
	Iteration 41Q: 3 clusters Score -4575742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4575749.000000 Penalty: 5230.149902
	Iteration 42Q: 3 clusters Score -4575749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4575757.000000 Penalty: 5230.149902
	Iteration 43Q: 3 clusters Score -4575757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4575759.000000 Penalty: 5230.149902
	Iteration 44Q: 3 clusters Score -4575759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4575752.000000 Penalty: 5230.149902
	Iteration 45Q: 3 clusters Score -4575752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4575756.000000 Penalty: 5230.149902
	Iteration 46Q: 3 clusters Score -4575756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4575753.000000 Penalty: 5230.149902
	Iteration 47Q: 3 clusters Score -4575753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4575755.500000 Penalty: 5230.149902
	Iteration 48Q: 3 clusters Score -4575756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4575758.500000 Penalty: 5230.149902
	Iteration 49Q: 3 clusters Score -4575758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4575758.500000 Penalty: 5230.149902
	Iteration 50Q: 3 clusters Score -4575758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4575759.500000 Penalty: 5230.149902
	Iteration 51Q: 3 clusters Score -4575760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4575757.500000 Penalty: 5230.149902
	Iteration 52Q: 3 clusters Score -4575758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4575759.500000 Penalty: 5230.149902
	Iteration 53Q: 3 clusters Score -4575760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4575758.000000 Penalty: 5230.149902
	Iteration 54Q: 3 clusters Score -4575758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4575763.500000 Penalty: 5230.149902
	Iteration 55Q: 3 clusters Score -4575764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4575765.000000 Penalty: 5230.149902
	Iteration 56Q: 3 clusters Score -4575765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4575766.000000 Penalty: 5230.149902
	Iteration 57Q: 3 clusters Score -4575766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4575764.000000 Penalty: 5230.149902
	Iteration 58Q: 3 clusters Score -4575764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4575765.000000 Penalty: 5230.149902
	Iteration 59Q: 3 clusters Score -4575765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4575763.000000 Penalty: 5230.149902
	Iteration 60F: 3 clusters Score -4575763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -69724.046875 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -69724.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68126.671875 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -68126.67 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68384.312500 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -68384.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68524.531250 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -68524.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68606.554688 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -68606.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68717.164062 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -68717.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68806.382812 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -68806.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68857.664062 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -68857.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68878.203125 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -68878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68892.085938 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -68892.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68906.593750 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -68906.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68910.734375 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -68910.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68920.578125 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -68920.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68929.062500 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -68929.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68930.945312 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -68930.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68933.398438 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -68933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68933.398438 Penalty: 3172.049805
	Iteration 15F: 3 clusters Score -68933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -89775.195312 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -89775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88071.710938 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -88071.71 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88438.046875 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -88438.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88555.851562 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -88555.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88620.304688 Penalty: 3342.710938
	Iteration 3Q: 3 clusters Score -88620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88659.398438 Penalty: 3342.710938
	Iteration 4Q: 3 clusters Score -88659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88688.406250 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -88688.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88704.515625 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -88704.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88717.203125 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -88717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88734.218750 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -88734.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88759.976562 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -88759.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88799.093750 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -88799.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88813.359375 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -88813.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88837.726562 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -88837.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88861.164062 Penalty: 3342.710938
	Iteration 13Q: 3 clusters Score -88861.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88877.257812 Penalty: 3342.710938
	Iteration 14Q: 3 clusters Score -88877.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88897.226562 Penalty: 3342.710938
	Iteration 15Q: 3 clusters Score -88897.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88905.429688 Penalty: 3342.710938
	Iteration 16Q: 3 clusters Score -88905.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88909.226562 Penalty: 3342.710938
	Iteration 17Q: 3 clusters Score -88909.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88910.226562 Penalty: 3342.710938
	Iteration 18Q: 3 clusters Score -88910.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88911.781250 Penalty: 3342.710938
	Iteration 19Q: 3 clusters Score -88911.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88913.140625 Penalty: 3342.710938
	Iteration 20F: 3 clusters Score -88913.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -370142.875000 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -370142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -366726.906250 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -366726.9 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -367549.031250 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -367549 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -367888.375000 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -367888.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -368229.500000 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -368229.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -368587.125000 Penalty: 4011.926758
	Iteration 4F: 3 clusters Score -368587.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -368882.625000 Penalty: 4011.926758
	Iteration 5F: 3 clusters Score -368882.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -369075.093750 Penalty: 4011.926758
	Iteration 6F: 3 clusters Score -369075.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -369198.250000 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -369198.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -369265.656250 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -369265.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -369296.937500 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -369296.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -369317.093750 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -369317.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -369329.031250 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -369329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -369335.656250 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -369335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -369341.500000 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -369341.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -369349.656250 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -369349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -369356.062500 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -369356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -369357.312500 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -369357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -369359.906250 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -369359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -369360.625000 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -369360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -369361.093750 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -369361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -369362.437500 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -369362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -369363.843750 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -369363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -369365.906250 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -369365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -369366.656250 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -369366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -369366.406250 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -369366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -369366.406250 Penalty: 4011.926758
	Iteration 25F: 3 clusters Score -369366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -165589.578125 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -165589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163400.250000 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -163400.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -163873.906250 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -163873.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -164104.718750 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -164104.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -164448.687500 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -164448.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164981.359375 Penalty: 3585.640625
	Iteration 4F: 3 clusters Score -164981.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -165124.375000 Penalty: 3585.640625
	Iteration 5F: 3 clusters Score -165124.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -165210.031250 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -165210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165250.781250 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -165250.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -165288.062500 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -165288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -165323.578125 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -165323.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -165366.484375 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -165366.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -165411.281250 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -165411.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -165458.687500 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -165458.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -165511.656250 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -165511.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -165540.890625 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -165540.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165612.953125 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -165613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165675.015625 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -165675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165712.390625 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -165712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165719.843750 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -165719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165721.625000 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -165721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165722.015625 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -165722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165722.734375 Penalty: 3585.640625
	Iteration 21Q: 3 clusters Score -165722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165722.734375 Penalty: 3585.640625
	Iteration 22F: 3 clusters Score -165722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 160927 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 59088 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 118244 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 53184 members 
Mstep: Class 21 contains 21295 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 14176 members 
Mstep: Class 26 contains 93496 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 14043 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 37974 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 845 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 823 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 556 members 
Entering Unmasked Estep 
Score: -111266328.000000 Penalty: 152786.656250
Splitting cluster 43 changes total score from -111268088.000000 to -111266328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Entering Unmasked Estep 
Score: -865953.500000 Penalty: 2190.517822
	Iteration 0F: 2 clusters Score -865953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -860288.750000 Penalty: 4381.035645
	Iteration 0F: 3 clusters Score -860288.8 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -861822.500000 Penalty: 4381.035645
	Iteration 1F: 3 clusters Score -861822.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -862185.875000 Penalty: 4381.035645
	Iteration 2F: 3 clusters Score -862185.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -862539.062500 Penalty: 4381.035645
	Iteration 3F: 3 clusters Score -862539.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -862876.062500 Penalty: 4381.035645
	Iteration 4F: 3 clusters Score -862876.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -863273.062500 Penalty: 4381.035645
	Iteration 5F: 3 clusters Score -863273.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -863687.187500 Penalty: 4381.035645
	Iteration 6F: 3 clusters Score -863687.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -864050.875000 Penalty: 4381.035645
	Iteration 7F: 3 clusters Score -864050.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -864330.562500 Penalty: 4381.035645
	Iteration 8Q: 3 clusters Score -864330.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -864508.125000 Penalty: 4381.035645
	Iteration 9Q: 3 clusters Score -864508.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -864613.250000 Penalty: 4381.035645
	Iteration 10Q: 3 clusters Score -864613.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -864673.250000 Penalty: 4381.035645
	Iteration 11Q: 3 clusters Score -864673.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -864709.250000 Penalty: 4381.035645
	Iteration 12Q: 3 clusters Score -864709.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -864734.625000 Penalty: 4381.035645
	Iteration 13Q: 3 clusters Score -864734.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -864751.000000 Penalty: 4381.035645
	Iteration 14Q: 3 clusters Score -864751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -864761.125000 Penalty: 4381.035645
	Iteration 15Q: 3 clusters Score -864761.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -864776.750000 Penalty: 4381.035645
	Iteration 16Q: 3 clusters Score -864776.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -864794.687500 Penalty: 4381.035645
	Iteration 17Q: 3 clusters Score -864794.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -864813.687500 Penalty: 4381.035645
	Iteration 18Q: 3 clusters Score -864813.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -864830.500000 Penalty: 4381.035645
	Iteration 19Q: 3 clusters Score -864830.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -864849.062500 Penalty: 4381.035645
	Iteration 20F: 3 clusters Score -864849.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -864869.625000 Penalty: 4381.035645
	Iteration 21Q: 3 clusters Score -864869.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -864907.625000 Penalty: 4381.035645
	Iteration 22Q: 3 clusters Score -864907.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -864948.812500 Penalty: 4381.035645
	Iteration 23Q: 3 clusters Score -864948.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -865011.812500 Penalty: 4381.035645
	Iteration 24Q: 3 clusters Score -865011.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -865083.125000 Penalty: 4381.035645
	Iteration 25Q: 3 clusters Score -865083.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -865152.625000 Penalty: 4381.035645
	Iteration 26Q: 3 clusters Score -865152.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -865227.437500 Penalty: 4381.035645
	Iteration 27Q: 3 clusters Score -865227.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -865276.937500 Penalty: 4381.035645
	Iteration 28Q: 3 clusters Score -865276.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -865302.375000 Penalty: 4381.035645
	Iteration 29Q: 3 clusters Score -865302.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -865316.687500 Penalty: 4381.035645
	Iteration 30Q: 3 clusters Score -865316.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -865323.687500 Penalty: 4381.035645
	Iteration 31Q: 3 clusters Score -865323.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -865326.500000 Penalty: 4381.035645
	Iteration 32Q: 3 clusters Score -865326.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -865328.625000 Penalty: 4381.035645
	Iteration 33Q: 3 clusters Score -865328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -865330.000000 Penalty: 4381.035645
	Iteration 34Q: 3 clusters Score -865330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -865331.187500 Penalty: 4381.035645
	Iteration 35Q: 3 clusters Score -865331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -865331.500000 Penalty: 4381.035645
	Iteration 36Q: 3 clusters Score -865331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -865333.125000 Penalty: 4381.035645
	Iteration 37Q: 3 clusters Score -865333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -865333.125000 Penalty: 4381.035645
	Iteration 38F: 3 clusters Score -865333.1 nChanged 0
--- Evaluating fit on full set of 2647627 points ---
Entering Unmasked Estep 
Score: -332642368.000000 Penalty: 161379.468750
24->45 Clusters: Score -332642368.000000, best is -334187168.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 882542 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 36375 members 
Mstep: Class 3 contains 36841 members 
Mstep: Class 4 contains 36634 members 
Mstep: Class 5 contains 36728 members 
Mstep: Class 6 contains 36649 members 
Mstep: Class 7 contains 37079 members 
Mstep: Class 8 contains 36750 members 
Mstep: Class 9 contains 36772 members 
Mstep: Class 10 contains 36553 members 
Mstep: Class 11 contains 36447 members 
Mstep: Class 12 contains 36918 members 
Mstep: Class 13 contains 37244 members 
Mstep: Class 14 contains 36785 members 
Mstep: Class 15 contains 36589 members 
Mstep: Class 16 contains 37032 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 36837 members 
Mstep: Class 19 contains 36677 members 
Mstep: Class 20 contains 36739 members 
Mstep: Class 21 contains 37022 members 
Mstep: Class 22 contains 36896 members 
Mstep: Class 23 contains 36727 members 
Mstep: Class 24 contains 36860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 667.719482 but Gain 3395.257812
Score: -104212272.000000 Penalty: 78090.960938
Iteration 0F: 24 clusters Score -1.042123e+08 nChanged 842224
Entering Unmasked Mstep 
Mstep: Class 0 contains 511 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 3 contains 13637 members 
Mstep: Class 4 contains 37026 members 
Mstep: Class 5 contains 24509 members 
Mstep: Class 6 contains 30572 members 
Mstep: Class 7 contains 33407 members 
Mstep: Class 8 contains 27545 members 
Mstep: Class 9 contains 70160 members 
Mstep: Class 10 contains 33828 members 
Mstep: Class 11 contains 26985 members 
Mstep: Class 12 contains 57442 members 
Mstep: Class 13 contains 72055 members 
Mstep: Class 14 contains 22131 members 
Mstep: Class 15 contains 19901 members 
Mstep: Class 16 contains 32849 members 
Mstep: Class 17 contains 17220 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 19 contains 41360 members 
Mstep: Class 20 contains 64344 members 
Mstep: Class 21 contains 51285 members 
Mstep: Class 22 contains 107764 members 
Mstep: Class 23 contains 10979 members 
Mstep: Class 24 contains 22275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108179352.000000 Penalty: 78090.960938
Iteration 1F: 24 clusters Score -1.081794e+08 nChanged 432247
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 27364 members 
Mstep: Class 5 contains 15119 members 
Mstep: Class 6 contains 53099 members 
Mstep: Class 7 contains 25632 members 
Mstep: Class 8 contains 20136 members 
Mstep: Class 9 contains 67491 members 
Mstep: Class 10 contains 26640 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 85012 members 
Mstep: Class 13 contains 38473 members 
Mstep: Class 14 contains 12970 members 
Mstep: Class 15 contains 35072 members 
Mstep: Class 16 contains 37101 members 
Mstep: Class 17 contains 25079 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 44570 members 
Mstep: Class 20 contains 58622 members 
Mstep: Class 21 contains 35114 members 
Mstep: Class 22 contains 161100 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 19256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109540208.000000 Penalty: 78090.960938
Iteration 2F: 24 clusters Score -1.095402e+08 nChanged 276472
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 3 contains 8702 members 
Mstep: Class 4 contains 19757 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 74046 members 
Mstep: Class 7 contains 23785 members 
Mstep: Class 8 contains 15257 members 
Mstep: Class 9 contains 43511 members 
Mstep: Class 10 contains 19752 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 82303 members 
Mstep: Class 13 contains 30233 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 50670 members 
Mstep: Class 16 contains 37325 members 
Mstep: Class 17 contains 31442 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 34044 members 
Mstep: Class 20 contains 77766 members 
Mstep: Class 21 contains 39461 members 
Mstep: Class 22 contains 170240 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 16305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110119320.000000 Penalty: 78090.960938
Iteration 3F: 24 clusters Score -1.101193e+08 nChanged 203239
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 16866 members 
Mstep: Class 5 contains 11171 members 
Mstep: Class 6 contains 95113 members 
Mstep: Class 7 contains 25311 members 
Mstep: Class 8 contains 13495 members 
Mstep: Class 9 contains 26703 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 52484 members 
Mstep: Class 12 contains 65586 members 
Mstep: Class 13 contains 31203 members 
Mstep: Class 14 contains 6518 members 
Mstep: Class 15 contains 60563 members 
Mstep: Class 16 contains 33445 members 
Mstep: Class 17 contains 32437 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 22012 members 
Mstep: Class 20 contains 105383 members 
Mstep: Class 21 contains 38983 members 
Mstep: Class 22 contains 169429 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110461376.000000 Penalty: 78090.960938
Iteration 4F: 24 clusters Score -1.104614e+08 nChanged 153965
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 17785 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 110046 members 
Mstep: Class 7 contains 25611 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 17679 members 
Mstep: Class 10 contains 23461 members 
Mstep: Class 11 contains 55912 members 
Mstep: Class 12 contains 48273 members 
Mstep: Class 13 contains 32721 members 
Mstep: Class 14 contains 5312 members 
Mstep: Class 15 contains 64024 members 
Mstep: Class 16 contains 26650 members 
Mstep: Class 17 contains 30720 members 
Mstep: Class 18 contains 4045 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 132086 members 
Mstep: Class 21 contains 35291 members 
Mstep: Class 22 contains 172995 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110705096.000000 Penalty: 78090.960938
Iteration 5F: 24 clusters Score -1.107051e+08 nChanged 108378
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 20491 members 
Mstep: Class 5 contains 9037 members 
Mstep: Class 6 contains 119418 members 
Mstep: Class 7 contains 23167 members 
Mstep: Class 8 contains 13090 members 
Mstep: Class 9 contains 12758 members 
Mstep: Class 10 contains 28710 members 
Mstep: Class 11 contains 56239 members 
Mstep: Class 12 contains 37246 members 
Mstep: Class 13 contains 32990 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 63411 members 
Mstep: Class 16 contains 20411 members 
Mstep: Class 17 contains 27902 members 
Mstep: Class 18 contains 5534 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 148405 members 
Mstep: Class 21 contains 30967 members 
Mstep: Class 22 contains 182854 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110830432.000000 Penalty: 78090.960938
Iteration 6F: 24 clusters Score -1.108304e+08 nChanged 68695
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 23348 members 
Mstep: Class 5 contains 8400 members 
Mstep: Class 6 contains 126244 members 
Mstep: Class 7 contains 20446 members 
Mstep: Class 8 contains 13792 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 31373 members 
Mstep: Class 11 contains 56069 members 
Mstep: Class 12 contains 30797 members 
Mstep: Class 13 contains 32558 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 61565 members 
Mstep: Class 16 contains 15978 members 
Mstep: Class 17 contains 25085 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 155784 members 
Mstep: Class 21 contains 27824 members 
Mstep: Class 22 contains 190694 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3194.007080 but Gain 3395.257812
Score: -110894328.000000 Penalty: 74695.703125
Iteration 7F: 23 clusters Score -1.108943e+08 nChanged 47362
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 25125 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 131547 members 
Mstep: Class 7 contains 18402 members 
Mstep: Class 8 contains 14298 members 
Mstep: Class 9 contains 11321 members 
Mstep: Class 10 contains 33207 members 
Mstep: Class 11 contains 55841 members 
Mstep: Class 12 contains 26269 members 
Mstep: Class 13 contains 32026 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 59917 members 
Mstep: Class 16 contains 12985 members 
Mstep: Class 17 contains 22804 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 20 contains 159258 members 
Mstep: Class 21 contains 25910 members 
Mstep: Class 22 contains 196470 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 8544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930496.000000 Penalty: 74695.703125
Iteration 8F: 23 clusters Score -1.109305e+08 nChanged 32169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 26101 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 135672 members 
Mstep: Class 7 contains 16978 members 
Mstep: Class 8 contains 14574 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 34829 members 
Mstep: Class 11 contains 54875 members 
Mstep: Class 12 contains 23120 members 
Mstep: Class 13 contains 31375 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 58406 members 
Mstep: Class 16 contains 10972 members 
Mstep: Class 17 contains 21041 members 
Mstep: Class 18 contains 8668 members 
Mstep: Class 20 contains 160937 members 
Mstep: Class 21 contains 24655 members 
Mstep: Class 22 contains 199358 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110951096.000000 Penalty: 74695.703125
Iteration 9Q: 23 clusters Score -1.109511e+08 nChanged 24327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 26691 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 138593 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 14782 members 
Mstep: Class 9 contains 12208 members 
Mstep: Class 10 contains 36248 members 
Mstep: Class 11 contains 53803 members 
Mstep: Class 12 contains 20902 members 
Mstep: Class 13 contains 30705 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 57566 members 
Mstep: Class 16 contains 9621 members 
Mstep: Class 17 contains 19734 members 
Mstep: Class 18 contains 9211 members 
Mstep: Class 20 contains 162114 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 201056 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 9750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110965312.000000 Penalty: 74695.703125
Iteration 10Q: 23 clusters Score -1.109653e+08 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 27075 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 140449 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 14959 members 
Mstep: Class 9 contains 12877 members 
Mstep: Class 10 contains 37535 members 
Mstep: Class 11 contains 52693 members 
Mstep: Class 12 contains 19729 members 
Mstep: Class 13 contains 30076 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 15 contains 57138 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 18713 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 20 contains 162882 members 
Mstep: Class 21 contains 22964 members 
Mstep: Class 22 contains 201933 members 
Mstep: Class 23 contains 4695 members 
Mstep: Class 24 contains 9925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110978280.000000 Penalty: 74695.703125
Iteration 11Q: 23 clusters Score -1.109783e+08 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 3 contains 2889 members 
Mstep: Class 4 contains 27356 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 141315 members 
Mstep: Class 7 contains 15486 members 
Mstep: Class 8 contains 15097 members 
Mstep: Class 9 contains 13492 members 
Mstep: Class 10 contains 38770 members 
Mstep: Class 11 contains 51658 members 
Mstep: Class 12 contains 19543 members 
Mstep: Class 13 contains 29479 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 56936 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 17923 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 20 contains 163326 members 
Mstep: Class 21 contains 22205 members 
Mstep: Class 22 contains 202207 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110986768.000000 Penalty: 74695.703125
Iteration 12Q: 23 clusters Score -1.109868e+08 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 27584 members 
Mstep: Class 5 contains 7434 members 
Mstep: Class 6 contains 141416 members 
Mstep: Class 7 contains 15254 members 
Mstep: Class 8 contains 15217 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 39894 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 20088 members 
Mstep: Class 13 contains 28969 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 56821 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 17283 members 
Mstep: Class 18 contains 10433 members 
Mstep: Class 20 contains 163615 members 
Mstep: Class 21 contains 21485 members 
Mstep: Class 22 contains 202404 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 10030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110994864.000000 Penalty: 74695.703125
Iteration 13Q: 23 clusters Score -1.109949e+08 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 27740 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 140831 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 15316 members 
Mstep: Class 9 contains 14219 members 
Mstep: Class 10 contains 40951 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 28498 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 56743 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 16826 members 
Mstep: Class 18 contains 10655 members 
Mstep: Class 20 contains 163783 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 202463 members 
Mstep: Class 23 contains 4762 members 
Mstep: Class 24 contains 10017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111001160.000000 Penalty: 74695.703125
Iteration 14Q: 23 clusters Score -1.110012e+08 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 27798 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 139778 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 14542 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 48839 members 
Mstep: Class 12 contains 23295 members 
Mstep: Class 13 contains 28043 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 56725 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 16506 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 20 contains 163904 members 
Mstep: Class 21 contains 19929 members 
Mstep: Class 22 contains 202437 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 9985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111007576.000000 Penalty: 74695.703125
Iteration 15Q: 23 clusters Score -1.110076e+08 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 27828 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 138184 members 
Mstep: Class 7 contains 14815 members 
Mstep: Class 8 contains 15465 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 43104 members 
Mstep: Class 11 contains 47893 members 
Mstep: Class 12 contains 25741 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 56700 members 
Mstep: Class 16 contains 6218 members 
Mstep: Class 17 contains 16230 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 20 contains 163982 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 202408 members 
Mstep: Class 23 contains 5241 members 
Mstep: Class 24 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014208.000000 Penalty: 74695.703125
Iteration 16Q: 23 clusters Score -1.110142e+08 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 3 contains 2992 members 
Mstep: Class 4 contains 27858 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 136227 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 15530 members 
Mstep: Class 9 contains 14899 members 
Mstep: Class 10 contains 43963 members 
Mstep: Class 11 contains 46937 members 
Mstep: Class 12 contains 28528 members 
Mstep: Class 13 contains 27390 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 56665 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 16033 members 
Mstep: Class 18 contains 10832 members 
Mstep: Class 20 contains 164067 members 
Mstep: Class 21 contains 18956 members 
Mstep: Class 22 contains 202339 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 9954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111019528.000000 Penalty: 74695.703125
Iteration 17Q: 23 clusters Score -1.110195e+08 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 27915 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 133867 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 15597 members 
Mstep: Class 9 contains 15055 members 
Mstep: Class 10 contains 44656 members 
Mstep: Class 11 contains 45975 members 
Mstep: Class 12 contains 31655 members 
Mstep: Class 13 contains 27116 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 15 contains 56618 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 10777 members 
Mstep: Class 20 contains 164118 members 
Mstep: Class 21 contains 18891 members 
Mstep: Class 22 contains 202221 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 9944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111023976.000000 Penalty: 74695.703125
Iteration 18Q: 23 clusters Score -1.11024e+08 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 3 contains 2940 members 
Mstep: Class 4 contains 28019 members 
Mstep: Class 5 contains 8193 members 
Mstep: Class 6 contains 131013 members 
Mstep: Class 7 contains 14018 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 15189 members 
Mstep: Class 10 contains 45317 members 
Mstep: Class 11 contains 45043 members 
Mstep: Class 12 contains 35109 members 
Mstep: Class 13 contains 26879 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 56558 members 
Mstep: Class 16 contains 4940 members 
Mstep: Class 17 contains 15707 members 
Mstep: Class 18 contains 10745 members 
Mstep: Class 20 contains 164182 members 
Mstep: Class 21 contains 18898 members 
Mstep: Class 22 contains 202155 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 9942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111028984.000000 Penalty: 74695.703125
Iteration 19Q: 23 clusters Score -1.11029e+08 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 28091 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 127627 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 46025 members 
Mstep: Class 11 contains 44138 members 
Mstep: Class 12 contains 38866 members 
Mstep: Class 13 contains 26651 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 56503 members 
Mstep: Class 16 contains 4772 members 
Mstep: Class 17 contains 15518 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 20 contains 164240 members 
Mstep: Class 21 contains 18913 members 
Mstep: Class 22 contains 202086 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111035536.000000 Penalty: 74695.703125
Iteration 20F: 23 clusters Score -1.110355e+08 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 28194 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 123925 members 
Mstep: Class 7 contains 13238 members 
Mstep: Class 8 contains 15864 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 46769 members 
Mstep: Class 11 contains 43249 members 
Mstep: Class 12 contains 42719 members 
Mstep: Class 13 contains 26452 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 56363 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 15288 members 
Mstep: Class 18 contains 10708 members 
Mstep: Class 20 contains 164331 members 
Mstep: Class 21 contains 18930 members 
Mstep: Class 22 contains 201958 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 9932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111042464.000000 Penalty: 74695.703125
Iteration 21Q: 23 clusters Score -1.110425e+08 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28236 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 119935 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 15749 members 
Mstep: Class 10 contains 47530 members 
Mstep: Class 11 contains 42370 members 
Mstep: Class 12 contains 46834 members 
Mstep: Class 13 contains 26270 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 56177 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 15056 members 
Mstep: Class 18 contains 10715 members 
Mstep: Class 20 contains 164386 members 
Mstep: Class 21 contains 18952 members 
Mstep: Class 22 contains 201818 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 9930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049936.000000 Penalty: 74695.703125
Iteration 22Q: 23 clusters Score -1.110499e+08 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 3 contains 2894 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 115598 members 
Mstep: Class 7 contains 12214 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 15771 members 
Mstep: Class 10 contains 48313 members 
Mstep: Class 11 contains 41508 members 
Mstep: Class 12 contains 51096 members 
Mstep: Class 13 contains 26113 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 55913 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 14782 members 
Mstep: Class 18 contains 10788 members 
Mstep: Class 20 contains 164449 members 
Mstep: Class 21 contains 18973 members 
Mstep: Class 22 contains 201724 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 9917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111056752.000000 Penalty: 74695.703125
Iteration 23Q: 23 clusters Score -1.110568e+08 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 28439 members 
Mstep: Class 5 contains 9673 members 
Mstep: Class 6 contains 111564 members 
Mstep: Class 7 contains 11673 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 15731 members 
Mstep: Class 10 contains 49096 members 
Mstep: Class 11 contains 40639 members 
Mstep: Class 12 contains 55049 members 
Mstep: Class 13 contains 25981 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 55604 members 
Mstep: Class 16 contains 5576 members 
Mstep: Class 17 contains 14501 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 20 contains 164588 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 201616 members 
Mstep: Class 23 contains 7510 members 
Mstep: Class 24 contains 9904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111064640.000000 Penalty: 74695.703125
Iteration 24Q: 23 clusters Score -1.110646e+08 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 28564 members 
Mstep: Class 5 contains 9766 members 
Mstep: Class 6 contains 107813 members 
Mstep: Class 7 contains 11123 members 
Mstep: Class 8 contains 16640 members 
Mstep: Class 9 contains 15696 members 
Mstep: Class 10 contains 49917 members 
Mstep: Class 11 contains 39744 members 
Mstep: Class 12 contains 58614 members 
Mstep: Class 13 contains 25839 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 55269 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 17 contains 14213 members 
Mstep: Class 18 contains 11044 members 
Mstep: Class 20 contains 164690 members 
Mstep: Class 21 contains 19040 members 
Mstep: Class 22 contains 201509 members 
Mstep: Class 23 contains 7907 members 
Mstep: Class 24 contains 9888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111071856.000000 Penalty: 74695.703125
Iteration 25Q: 23 clusters Score -1.110719e+08 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 28764 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 104269 members 
Mstep: Class 7 contains 10581 members 
Mstep: Class 8 contains 16893 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 50704 members 
Mstep: Class 11 contains 38843 members 
Mstep: Class 12 contains 61793 members 
Mstep: Class 13 contains 25674 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 54869 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 13969 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 20 contains 164839 members 
Mstep: Class 21 contains 19104 members 
Mstep: Class 22 contains 201437 members 
Mstep: Class 23 contains 8361 members 
Mstep: Class 24 contains 9883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111078016.000000 Penalty: 74695.703125
Iteration 26Q: 23 clusters Score -1.11078e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 28971 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 100983 members 
Mstep: Class 7 contains 10143 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 51424 members 
Mstep: Class 11 contains 37885 members 
Mstep: Class 12 contains 64573 members 
Mstep: Class 13 contains 25513 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 54546 members 
Mstep: Class 16 contains 7313 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 20 contains 164943 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 22 contains 201408 members 
Mstep: Class 23 contains 8863 members 
Mstep: Class 24 contains 9868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082240.000000 Penalty: 74695.703125
Iteration 27Q: 23 clusters Score -1.110822e+08 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 29152 members 
Mstep: Class 5 contains 10105 members 
Mstep: Class 6 contains 97845 members 
Mstep: Class 7 contains 9756 members 
Mstep: Class 8 contains 17242 members 
Mstep: Class 9 contains 15528 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 36870 members 
Mstep: Class 12 contains 67132 members 
Mstep: Class 13 contains 25383 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 54310 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 13735 members 
Mstep: Class 18 contains 11269 members 
Mstep: Class 20 contains 164989 members 
Mstep: Class 21 contains 19309 members 
Mstep: Class 22 contains 201468 members 
Mstep: Class 23 contains 9423 members 
Mstep: Class 24 contains 9858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111085232.000000 Penalty: 74695.703125
Iteration 28Q: 23 clusters Score -1.110852e+08 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 29280 members 
Mstep: Class 5 contains 10300 members 
Mstep: Class 6 contains 94963 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 17348 members 
Mstep: Class 9 contains 15469 members 
Mstep: Class 10 contains 52524 members 
Mstep: Class 11 contains 35837 members 
Mstep: Class 12 contains 69358 members 
Mstep: Class 13 contains 25275 members 
Mstep: Class 14 contains 3467 members 
Mstep: Class 15 contains 54105 members 
Mstep: Class 16 contains 8068 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 20 contains 165060 members 
Mstep: Class 21 contains 19426 members 
Mstep: Class 22 contains 201559 members 
Mstep: Class 23 contains 10159 members 
Mstep: Class 24 contains 9854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088064.000000 Penalty: 74695.703125
Iteration 29Q: 23 clusters Score -1.110881e+08 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 29384 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 92349 members 
Mstep: Class 7 contains 9212 members 
Mstep: Class 8 contains 17426 members 
Mstep: Class 9 contains 15368 members 
Mstep: Class 10 contains 52833 members 
Mstep: Class 11 contains 34690 members 
Mstep: Class 12 contains 71307 members 
Mstep: Class 13 contains 25203 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 53969 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 11359 members 
Mstep: Class 20 contains 165140 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 201754 members 
Mstep: Class 23 contains 11130 members 
Mstep: Class 24 contains 9852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111091816.000000 Penalty: 74695.703125
Iteration 30Q: 23 clusters Score -1.110918e+08 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 10523 members 
Mstep: Class 6 contains 90106 members 
Mstep: Class 7 contains 8988 members 
Mstep: Class 8 contains 17481 members 
Mstep: Class 9 contains 15288 members 
Mstep: Class 10 contains 52905 members 
Mstep: Class 11 contains 33533 members 
Mstep: Class 12 contains 72992 members 
Mstep: Class 13 contains 25144 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 53884 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 20 contains 165221 members 
Mstep: Class 21 contains 19584 members 
Mstep: Class 22 contains 202014 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 9840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094816.000000 Penalty: 74695.703125
Iteration 31Q: 23 clusters Score -1.110948e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 3 contains 3189 members 
Mstep: Class 4 contains 29340 members 
Mstep: Class 5 contains 10577 members 
Mstep: Class 6 contains 88171 members 
Mstep: Class 7 contains 8775 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 15217 members 
Mstep: Class 10 contains 52849 members 
Mstep: Class 11 contains 32436 members 
Mstep: Class 12 contains 74472 members 
Mstep: Class 13 contains 25104 members 
Mstep: Class 14 contains 3472 members 
Mstep: Class 15 contains 53792 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 11460 members 
Mstep: Class 20 contains 165294 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 202268 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 9833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096896.000000 Penalty: 74695.703125
Iteration 32Q: 23 clusters Score -1.110969e+08 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 3 contains 3225 members 
Mstep: Class 4 contains 29228 members 
Mstep: Class 5 contains 10619 members 
Mstep: Class 6 contains 86488 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 17539 members 
Mstep: Class 9 contains 15118 members 
Mstep: Class 10 contains 52721 members 
Mstep: Class 11 contains 31481 members 
Mstep: Class 12 contains 75757 members 
Mstep: Class 13 contains 25050 members 
Mstep: Class 14 contains 3474 members 
Mstep: Class 15 contains 53696 members 
Mstep: Class 16 contains 8873 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 20 contains 165378 members 
Mstep: Class 21 contains 19621 members 
Mstep: Class 22 contains 202436 members 
Mstep: Class 23 contains 15196 members 
Mstep: Class 24 contains 9828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111099088.000000 Penalty: 74695.703125
Iteration 33Q: 23 clusters Score -1.110991e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 29106 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 85082 members 
Mstep: Class 7 contains 8485 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 9 contains 15044 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 76803 members 
Mstep: Class 13 contains 24984 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 53633 members 
Mstep: Class 16 contains 9000 members 
Mstep: Class 17 contains 13605 members 
Mstep: Class 18 contains 11600 members 
Mstep: Class 20 contains 165451 members 
Mstep: Class 21 contains 19626 members 
Mstep: Class 22 contains 202507 members 
Mstep: Class 23 contains 16634 members 
Mstep: Class 24 contains 9812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111100568.000000 Penalty: 74695.703125
Iteration 34Q: 23 clusters Score -1.111006e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 3 contains 3251 members 
Mstep: Class 4 contains 28958 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 83802 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 17574 members 
Mstep: Class 9 contains 14977 members 
Mstep: Class 10 contains 52393 members 
Mstep: Class 11 contains 29903 members 
Mstep: Class 12 contains 77742 members 
Mstep: Class 13 contains 24925 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 53603 members 
Mstep: Class 16 contains 9104 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 20 contains 165503 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202526 members 
Mstep: Class 23 contains 17961 members 
Mstep: Class 24 contains 9799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111101544.000000 Penalty: 74695.703125
Iteration 35Q: 23 clusters Score -1.111015e+08 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 28742 members 
Mstep: Class 5 contains 10719 members 
Mstep: Class 6 contains 82697 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 14914 members 
Mstep: Class 10 contains 52174 members 
Mstep: Class 11 contains 29351 members 
Mstep: Class 12 contains 78534 members 
Mstep: Class 13 contains 24867 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 53590 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 13584 members 
Mstep: Class 18 contains 11702 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 19619 members 
Mstep: Class 22 contains 202457 members 
Mstep: Class 23 contains 19278 members 
Mstep: Class 24 contains 9795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111102720.000000 Penalty: 74695.703125
Iteration 36Q: 23 clusters Score -1.111027e+08 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 10772 members 
Mstep: Class 6 contains 81703 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 14838 members 
Mstep: Class 10 contains 51951 members 
Mstep: Class 11 contains 28905 members 
Mstep: Class 12 contains 79232 members 
Mstep: Class 13 contains 24825 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 53574 members 
Mstep: Class 16 contains 9250 members 
Mstep: Class 17 contains 13578 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 20 contains 165582 members 
Mstep: Class 21 contains 19619 members 
Mstep: Class 22 contains 202395 members 
Mstep: Class 23 contains 20465 members 
Mstep: Class 24 contains 9793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111103656.000000 Penalty: 74695.703125
Iteration 37Q: 23 clusters Score -1.111037e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 28427 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 80864 members 
Mstep: Class 7 contains 8281 members 
Mstep: Class 8 contains 17616 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 51724 members 
Mstep: Class 11 contains 28499 members 
Mstep: Class 12 contains 79833 members 
Mstep: Class 13 contains 24775 members 
Mstep: Class 14 contains 3478 members 
Mstep: Class 15 contains 53552 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 13569 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 20 contains 165592 members 
Mstep: Class 21 contains 19619 members 
Mstep: Class 22 contains 202306 members 
Mstep: Class 23 contains 21607 members 
Mstep: Class 24 contains 9791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111103920.000000 Penalty: 74695.703125
Iteration 38Q: 23 clusters Score -1.111039e+08 nChanged 3013
Entering ConstructFrom: 
Score: -111103920.000000 Penalty: 74695.703125
Entering ConstructFrom: 
Trying to split cluster 1 (23157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Entering Unmasked Estep 
Score: -2972501.500000 Penalty: 2492.413086
	Iteration 0F: 2 clusters Score -2972502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2956411.250000 Penalty: 4984.826172
	Iteration 0F: 3 clusters Score -2956411 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2962384.750000 Penalty: 4984.826172
	Iteration 1F: 3 clusters Score -2962385 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2963699.750000 Penalty: 4984.826172
	Iteration 2F: 3 clusters Score -2963700 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2965557.750000 Penalty: 4984.826172
	Iteration 3F: 3 clusters Score -2965558 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2967199.500000 Penalty: 4984.826172
	Iteration 4F: 3 clusters Score -2967200 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2968354.250000 Penalty: 4984.826172
	Iteration 5F: 3 clusters Score -2968354 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2969168.750000 Penalty: 4984.826172
	Iteration 6F: 3 clusters Score -2969169 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2969778.000000 Penalty: 4984.826172
	Iteration 7Q: 3 clusters Score -2969778 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2970305.000000 Penalty: 4984.826172
	Iteration 8Q: 3 clusters Score -2970305 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2970805.500000 Penalty: 4984.826172
	Iteration 9Q: 3 clusters Score -2970806 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2971206.500000 Penalty: 4984.826172
	Iteration 10Q: 3 clusters Score -2971206 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2971543.500000 Penalty: 4984.826172
	Iteration 11Q: 3 clusters Score -2971544 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2971856.500000 Penalty: 4984.826172
	Iteration 12Q: 3 clusters Score -2971856 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2972075.000000 Penalty: 4984.826172
	Iteration 13Q: 3 clusters Score -2972075 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2972221.250000 Penalty: 4984.826172
	Iteration 14Q: 3 clusters Score -2972221 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2972337.750000 Penalty: 4984.826172
	Iteration 15Q: 3 clusters Score -2972338 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2972410.750000 Penalty: 4984.826172
	Iteration 16Q: 3 clusters Score -2972411 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2972466.000000 Penalty: 4984.826172
	Iteration 17Q: 3 clusters Score -2972466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2972506.250000 Penalty: 4984.826172
	Iteration 18Q: 3 clusters Score -2972506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2972521.250000 Penalty: 4984.826172
	Iteration 19Q: 3 clusters Score -2972521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2972530.000000 Penalty: 4984.826172
	Iteration 20F: 3 clusters Score -2972530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2972545.000000 Penalty: 4984.826172
	Iteration 21Q: 3 clusters Score -2972545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2972559.500000 Penalty: 4984.826172
	Iteration 22Q: 3 clusters Score -2972560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2972560.500000 Penalty: 4984.826172
	Iteration 23Q: 3 clusters Score -2972560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2972572.000000 Penalty: 4984.826172
	Iteration 24Q: 3 clusters Score -2972572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2972582.000000 Penalty: 4984.826172
	Iteration 25Q: 3 clusters Score -2972582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2972583.500000 Penalty: 4984.826172
	Iteration 26Q: 3 clusters Score -2972584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2972587.750000 Penalty: 4984.826172
	Iteration 27Q: 3 clusters Score -2972588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2972589.250000 Penalty: 4984.826172
	Iteration 28Q: 3 clusters Score -2972589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2972590.500000 Penalty: 4984.826172
	Iteration 29Q: 3 clusters Score -2972590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2972593.750000 Penalty: 4984.826172
	Iteration 30Q: 3 clusters Score -2972594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2972592.750000 Penalty: 4984.826172
	Iteration 31Q: 3 clusters Score -2972593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2972592.750000 Penalty: 4984.826172
	Iteration 32F: 3 clusters Score -2972593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 80080 members 
Mstep: Class 7 contains 8265 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Entering Unmasked Estep 
Score: -111102760.000000 Penalty: 78090.960938
Splitting cluster 1 changes total score from -111103920.000000 to -111102760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -350505.062500 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -350505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -347222.468750 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -347222.5 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -349100.437500 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -349100.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -350078.687500 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -350078.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -350662.562500 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -350662.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -350961.531250 Penalty: 4013.447021
	Iteration 4F: 3 clusters Score -350961.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -351122.343750 Penalty: 4013.447021
	Iteration 5Q: 3 clusters Score -351122.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -351199.000000 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -351199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -351261.187500 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -351261.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -351308.812500 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -351308.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -351330.500000 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -351330.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -351348.375000 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -351348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -351358.468750 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -351358.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -351369.250000 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -351369.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -351380.718750 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -351380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -351396.593750 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -351396.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -351409.468750 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -351409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -351428.437500 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -351428.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -351451.218750 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -351451.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -351472.593750 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -351472.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -351501.843750 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -351501.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -351521.687500 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -351521.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -351537.375000 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -351537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -351546.500000 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -351546.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -351553.312500 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -351553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -351561.125000 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -351561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -351567.312500 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -351567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -351571.250000 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -351571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -351573.312500 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -351573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -351575.625000 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -351575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351577.906250 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -351577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351581.343750 Penalty: 4013.447021
	Iteration 30Q: 3 clusters Score -351581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -351582.875000 Penalty: 4013.447021
	Iteration 31Q: 3 clusters Score -351582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351584.531250 Penalty: 4013.447021
	Iteration 32Q: 3 clusters Score -351584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -351586.468750 Penalty: 4013.447021
	Iteration 33Q: 3 clusters Score -351586.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -351591.250000 Penalty: 4013.447021
	Iteration 34Q: 3 clusters Score -351591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -351596.250000 Penalty: 4013.447021
	Iteration 35Q: 3 clusters Score -351596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -351600.812500 Penalty: 4013.447021
	Iteration 36Q: 3 clusters Score -351600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -351605.812500 Penalty: 4013.447021
	Iteration 37Q: 3 clusters Score -351605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -351608.500000 Penalty: 4013.447021
	Iteration 38Q: 3 clusters Score -351608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -351611.093750 Penalty: 4013.447021
	Iteration 39Q: 3 clusters Score -351611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -351613.531250 Penalty: 4013.447021
	Iteration 40F: 3 clusters Score -351613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -351617.093750 Penalty: 4013.447021
	Iteration 41Q: 3 clusters Score -351617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -351624.656250 Penalty: 4013.447021
	Iteration 42Q: 3 clusters Score -351624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -351633.000000 Penalty: 4013.447021
	Iteration 43Q: 3 clusters Score -351633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -351634.250000 Penalty: 4013.447021
	Iteration 44Q: 3 clusters Score -351634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -351637.218750 Penalty: 4013.447021
	Iteration 45Q: 3 clusters Score -351637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -351640.375000 Penalty: 4013.447021
	Iteration 46Q: 3 clusters Score -351640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -351644.562500 Penalty: 4013.447021
	Iteration 47Q: 3 clusters Score -351644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -351651.843750 Penalty: 4013.447021
	Iteration 48Q: 3 clusters Score -351651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -351656.718750 Penalty: 4013.447021
	Iteration 49Q: 3 clusters Score -351656.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -351665.843750 Penalty: 4013.447021
	Iteration 50Q: 3 clusters Score -351665.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -351672.718750 Penalty: 4013.447021
	Iteration 51Q: 3 clusters Score -351672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -351676.062500 Penalty: 4013.447021
	Iteration 52Q: 3 clusters Score -351676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -351680.437500 Penalty: 4013.447021
	Iteration 53Q: 3 clusters Score -351680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -351684.031250 Penalty: 4013.447021
	Iteration 54Q: 3 clusters Score -351684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -351686.968750 Penalty: 4013.447021
	Iteration 55Q: 3 clusters Score -351687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351691.031250 Penalty: 4013.447021
	Iteration 56Q: 3 clusters Score -351691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -351695.812500 Penalty: 4013.447021
	Iteration 57Q: 3 clusters Score -351695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -351697.812500 Penalty: 4013.447021
	Iteration 58Q: 3 clusters Score -351697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -351700.468750 Penalty: 4013.447021
	Iteration 59Q: 3 clusters Score -351700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -351700.625000 Penalty: 4013.447021
	Iteration 60F: 3 clusters Score -351700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -351701.500000 Penalty: 4013.447021
	Iteration 61Q: 3 clusters Score -351701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351701.406250 Penalty: 4013.447021
	Iteration 62Q: 3 clusters Score -351701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -351701.781250 Penalty: 4013.447021
	Iteration 63Q: 3 clusters Score -351701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -351703.093750 Penalty: 4013.447021
	Iteration 64Q: 3 clusters Score -351703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -351723.156250 Penalty: 4013.447021
	Iteration 65Q: 3 clusters Score -351723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -351731.093750 Penalty: 4013.447021
	Iteration 66Q: 3 clusters Score -351731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -351740.187500 Penalty: 4013.447021
	Iteration 67Q: 3 clusters Score -351740.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -351749.625000 Penalty: 4013.447021
	Iteration 68Q: 3 clusters Score -351749.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -351760.875000 Penalty: 4013.447021
	Iteration 69Q: 3 clusters Score -351760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -351774.218750 Penalty: 4013.447021
	Iteration 70Q: 3 clusters Score -351774.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -351800.437500 Penalty: 4013.447021
	Iteration 71Q: 3 clusters Score -351800.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351821.656250 Penalty: 4013.447021
	Iteration 72Q: 3 clusters Score -351821.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -351843.093750 Penalty: 4013.447021
	Iteration 73Q: 3 clusters Score -351843.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -351860.968750 Penalty: 4013.447021
	Iteration 74Q: 3 clusters Score -351861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -351873.468750 Penalty: 4013.447021
	Iteration 75Q: 3 clusters Score -351873.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -351893.281250 Penalty: 4013.447021
	Iteration 76Q: 3 clusters Score -351893.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -351909.031250 Penalty: 4013.447021
	Iteration 77Q: 3 clusters Score -351909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -351928.375000 Penalty: 4013.447021
	Iteration 78Q: 3 clusters Score -351928.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -351949.812500 Penalty: 4013.447021
	Iteration 79Q: 3 clusters Score -351949.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351976.343750 Penalty: 4013.447021
	Iteration 80F: 3 clusters Score -351976.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352024.250000 Penalty: 4013.447021
	Iteration 81Q: 3 clusters Score -352024.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -352079.531250 Penalty: 4013.447021
	Iteration 82Q: 3 clusters Score -352079.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -352157.375000 Penalty: 4013.447021
	Iteration 83Q: 3 clusters Score -352157.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -352289.687500 Penalty: 4013.447021
	Iteration 84Q: 3 clusters Score -352289.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -352454.968750 Penalty: 4013.447021
	Iteration 85Q: 3 clusters Score -352455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -352572.156250 Penalty: 4013.447021
	Iteration 86Q: 3 clusters Score -352572.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -352633.750000 Penalty: 4013.447021
	Iteration 87Q: 3 clusters Score -352633.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -352668.906250 Penalty: 4013.447021
	Iteration 88Q: 3 clusters Score -352668.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -352696.875000 Penalty: 4013.447021
	Iteration 89Q: 3 clusters Score -352696.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -352710.406250 Penalty: 4013.447021
	Iteration 90Q: 3 clusters Score -352710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -352714.500000 Penalty: 4013.447021
	Iteration 91Q: 3 clusters Score -352714.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -352717.718750 Penalty: 4013.447021
	Iteration 92Q: 3 clusters Score -352717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -352718.843750 Penalty: 4013.447021
	Iteration 93Q: 3 clusters Score -352718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -352719.343750 Penalty: 4013.447021
	Iteration 94Q: 3 clusters Score -352719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -352719.875000 Penalty: 4013.447021
	Iteration 95Q: 3 clusters Score -352719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -352728.156250 Penalty: 4013.447021
	Iteration 96F: 3 clusters Score -352728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -352733.531250 Penalty: 4013.447021
	Iteration 97Q: 3 clusters Score -352733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -352733.781250 Penalty: 4013.447021
	Iteration 98Q: 3 clusters Score -352733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -352733.750000 Penalty: 4013.447021
	Iteration 99Q: 3 clusters Score -352733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -352733.750000 Penalty: 4013.447021
	Iteration 100F: 3 clusters Score -352733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 80080 members 
Mstep: Class 7 contains 8265 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Entering Unmasked Estep 
Score: -111104424.000000 Penalty: 78090.960938
Splitting cluster 3 changes total score from -111103920.000000 to -111104424.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (28320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Entering Unmasked Estep 
Score: -3431041.500000 Penalty: 2542.328369
	Iteration 0F: 2 clusters Score -3431042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3411602.500000 Penalty: 5084.656738
	Iteration 0F: 3 clusters Score -3411602 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3418929.000000 Penalty: 5084.656738
	Iteration 1F: 3 clusters Score -3418929 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3419970.000000 Penalty: 5084.656738
	Iteration 2F: 3 clusters Score -3419970 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3421114.750000 Penalty: 5084.656738
	Iteration 3F: 3 clusters Score -3421115 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3422307.000000 Penalty: 5084.656738
	Iteration 4F: 3 clusters Score -3422307 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3423358.000000 Penalty: 5084.656738
	Iteration 5F: 3 clusters Score -3423358 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3424148.000000 Penalty: 5084.656738
	Iteration 6F: 3 clusters Score -3424148 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3424710.250000 Penalty: 5084.656738
	Iteration 7Q: 3 clusters Score -3424710 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3425087.000000 Penalty: 5084.656738
	Iteration 8Q: 3 clusters Score -3425087 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3425402.250000 Penalty: 5084.656738
	Iteration 9Q: 3 clusters Score -3425402 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3425644.750000 Penalty: 5084.656738
	Iteration 10Q: 3 clusters Score -3425645 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3425868.250000 Penalty: 5084.656738
	Iteration 11Q: 3 clusters Score -3425868 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3426096.000000 Penalty: 5084.656738
	Iteration 12Q: 3 clusters Score -3426096 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3426348.500000 Penalty: 5084.656738
	Iteration 13Q: 3 clusters Score -3426348 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3426577.500000 Penalty: 5084.656738
	Iteration 14Q: 3 clusters Score -3426578 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3426786.250000 Penalty: 5084.656738
	Iteration 15Q: 3 clusters Score -3426786 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3427061.500000 Penalty: 5084.656738
	Iteration 16Q: 3 clusters Score -3427062 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3427310.500000 Penalty: 5084.656738
	Iteration 17Q: 3 clusters Score -3427310 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3427538.250000 Penalty: 5084.656738
	Iteration 18Q: 3 clusters Score -3427538 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3427753.500000 Penalty: 5084.656738
	Iteration 19Q: 3 clusters Score -3427754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3427899.000000 Penalty: 5084.656738
	Iteration 20F: 3 clusters Score -3427899 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3428036.250000 Penalty: 5084.656738
	Iteration 21Q: 3 clusters Score -3428036 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3428178.250000 Penalty: 5084.656738
	Iteration 22Q: 3 clusters Score -3428178 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3428295.250000 Penalty: 5084.656738
	Iteration 23Q: 3 clusters Score -3428295 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3428412.000000 Penalty: 5084.656738
	Iteration 24Q: 3 clusters Score -3428412 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3428519.750000 Penalty: 5084.656738
	Iteration 25Q: 3 clusters Score -3428520 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3428613.000000 Penalty: 5084.656738
	Iteration 26Q: 3 clusters Score -3428613 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3428692.250000 Penalty: 5084.656738
	Iteration 27Q: 3 clusters Score -3428692 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3428766.250000 Penalty: 5084.656738
	Iteration 28Q: 3 clusters Score -3428766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3428824.250000 Penalty: 5084.656738
	Iteration 29Q: 3 clusters Score -3428824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3428859.750000 Penalty: 5084.656738
	Iteration 30Q: 3 clusters Score -3428860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3428928.250000 Penalty: 5084.656738
	Iteration 31Q: 3 clusters Score -3428928 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3428970.250000 Penalty: 5084.656738
	Iteration 32Q: 3 clusters Score -3428970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3429034.250000 Penalty: 5084.656738
	Iteration 33Q: 3 clusters Score -3429034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3429106.500000 Penalty: 5084.656738
	Iteration 34Q: 3 clusters Score -3429106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3429169.750000 Penalty: 5084.656738
	Iteration 35Q: 3 clusters Score -3429170 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3429229.750000 Penalty: 5084.656738
	Iteration 36Q: 3 clusters Score -3429230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3429302.500000 Penalty: 5084.656738
	Iteration 37Q: 3 clusters Score -3429302 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3429392.000000 Penalty: 5084.656738
	Iteration 38Q: 3 clusters Score -3429392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3429505.500000 Penalty: 5084.656738
	Iteration 39Q: 3 clusters Score -3429506 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3429628.000000 Penalty: 5084.656738
	Iteration 40F: 3 clusters Score -3429628 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3429739.250000 Penalty: 5084.656738
	Iteration 41Q: 3 clusters Score -3429739 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3429828.250000 Penalty: 5084.656738
	Iteration 42Q: 3 clusters Score -3429828 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3429907.000000 Penalty: 5084.656738
	Iteration 43Q: 3 clusters Score -3429907 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3429984.250000 Penalty: 5084.656738
	Iteration 44Q: 3 clusters Score -3429984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3430021.500000 Penalty: 5084.656738
	Iteration 45Q: 3 clusters Score -3430022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3430055.250000 Penalty: 5084.656738
	Iteration 46Q: 3 clusters Score -3430055 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3430084.750000 Penalty: 5084.656738
	Iteration 47Q: 3 clusters Score -3430085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3430105.250000 Penalty: 5084.656738
	Iteration 48Q: 3 clusters Score -3430105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3430132.500000 Penalty: 5084.656738
	Iteration 49Q: 3 clusters Score -3430132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3430150.250000 Penalty: 5084.656738
	Iteration 50Q: 3 clusters Score -3430150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3430154.750000 Penalty: 5084.656738
	Iteration 51Q: 3 clusters Score -3430155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3430175.250000 Penalty: 5084.656738
	Iteration 52Q: 3 clusters Score -3430175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3430181.000000 Penalty: 5084.656738
	Iteration 53Q: 3 clusters Score -3430181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3430193.500000 Penalty: 5084.656738
	Iteration 54Q: 3 clusters Score -3430194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3430204.750000 Penalty: 5084.656738
	Iteration 55Q: 3 clusters Score -3430205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3430203.250000 Penalty: 5084.656738
	Iteration 56Q: 3 clusters Score -3430203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3430215.750000 Penalty: 5084.656738
	Iteration 57Q: 3 clusters Score -3430216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3430222.250000 Penalty: 5084.656738
	Iteration 58Q: 3 clusters Score -3430222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3430223.750000 Penalty: 5084.656738
	Iteration 59Q: 3 clusters Score -3430224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3430222.000000 Penalty: 5084.656738
	Iteration 60F: 3 clusters Score -3430222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3430223.250000 Penalty: 5084.656738
	Iteration 61Q: 3 clusters Score -3430223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3430226.500000 Penalty: 5084.656738
	Iteration 62Q: 3 clusters Score -3430226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3430226.000000 Penalty: 5084.656738
	Iteration 63Q: 3 clusters Score -3430226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3430229.250000 Penalty: 5084.656738
	Iteration 64Q: 3 clusters Score -3430229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3430229.000000 Penalty: 5084.656738
	Iteration 65Q: 3 clusters Score -3430229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3430228.000000 Penalty: 5084.656738
	Iteration 66Q: 3 clusters Score -3430228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3430226.750000 Penalty: 5084.656738
	Iteration 67Q: 3 clusters Score -3430227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3430226.500000 Penalty: 5084.656738
	Iteration 68Q: 3 clusters Score -3430226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3430226.500000 Penalty: 5084.656738
	Iteration 69F: 3 clusters Score -3430226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1395976.625000 Penalty: 2304.624756
	Iteration 0F: 2 clusters Score -1395977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1387781.125000 Penalty: 4609.249512
	Iteration 0F: 3 clusters Score -1387781 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1390292.250000 Penalty: 4609.249512
	Iteration 1F: 3 clusters Score -1390292 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1390798.125000 Penalty: 4609.249512
	Iteration 2F: 3 clusters Score -1390798 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1391436.750000 Penalty: 4609.249512
	Iteration 3F: 3 clusters Score -1391437 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1392330.750000 Penalty: 4609.249512
	Iteration 4F: 3 clusters Score -1392331 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1393372.750000 Penalty: 4609.249512
	Iteration 5F: 3 clusters Score -1393373 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1394298.125000 Penalty: 4609.249512
	Iteration 6F: 3 clusters Score -1394298 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1395185.750000 Penalty: 4609.249512
	Iteration 7F: 3 clusters Score -1395186 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1396083.875000 Penalty: 4609.249512
	Iteration 8F: 3 clusters Score -1396084 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1396672.125000 Penalty: 4609.249512
	Iteration 9Q: 3 clusters Score -1396672 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1397002.750000 Penalty: 4609.249512
	Iteration 10Q: 3 clusters Score -1397003 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1397162.875000 Penalty: 4609.249512
	Iteration 11Q: 3 clusters Score -1397163 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1397249.125000 Penalty: 4609.249512
	Iteration 12Q: 3 clusters Score -1397249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1397318.875000 Penalty: 4609.249512
	Iteration 13Q: 3 clusters Score -1397319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1397370.500000 Penalty: 4609.249512
	Iteration 14Q: 3 clusters Score -1397370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1397399.875000 Penalty: 4609.249512
	Iteration 15Q: 3 clusters Score -1397400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1397418.250000 Penalty: 4609.249512
	Iteration 16Q: 3 clusters Score -1397418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1397428.875000 Penalty: 4609.249512
	Iteration 17Q: 3 clusters Score -1397429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1397435.375000 Penalty: 4609.249512
	Iteration 18Q: 3 clusters Score -1397435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1397438.250000 Penalty: 4609.249512
	Iteration 19Q: 3 clusters Score -1397438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1397435.375000 Penalty: 4609.249512
	Iteration 20F: 3 clusters Score -1397435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1397439.375000 Penalty: 4609.249512
	Iteration 21Q: 3 clusters Score -1397439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1397437.875000 Penalty: 4609.249512
	Iteration 22Q: 3 clusters Score -1397438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1397436.750000 Penalty: 4609.249512
	Iteration 23Q: 3 clusters Score -1397437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1397436.375000 Penalty: 4609.249512
	Iteration 24Q: 3 clusters Score -1397436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1397440.375000 Penalty: 4609.249512
	Iteration 25Q: 3 clusters Score -1397440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1397439.375000 Penalty: 4609.249512
	Iteration 26Q: 3 clusters Score -1397439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1397438.375000 Penalty: 4609.249512
	Iteration 27Q: 3 clusters Score -1397438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1397440.250000 Penalty: 4609.249512
	Iteration 28Q: 3 clusters Score -1397440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1397442.250000 Penalty: 4609.249512
	Iteration 29Q: 3 clusters Score -1397442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1397441.250000 Penalty: 4609.249512
	Iteration 30Q: 3 clusters Score -1397441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1397442.625000 Penalty: 4609.249512
	Iteration 31Q: 3 clusters Score -1397443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1397449.500000 Penalty: 4609.249512
	Iteration 32Q: 3 clusters Score -1397450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1397451.750000 Penalty: 4609.249512
	Iteration 33Q: 3 clusters Score -1397452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1397449.750000 Penalty: 4609.249512
	Iteration 34Q: 3 clusters Score -1397450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1397448.125000 Penalty: 4609.249512
	Iteration 35Q: 3 clusters Score -1397448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1397450.625000 Penalty: 4609.249512
	Iteration 36Q: 3 clusters Score -1397451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1397448.625000 Penalty: 4609.249512
	Iteration 37Q: 3 clusters Score -1397449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1397449.750000 Penalty: 4609.249512
	Iteration 38Q: 3 clusters Score -1397450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1397449.375000 Penalty: 4609.249512
	Iteration 39Q: 3 clusters Score -1397449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1397450.625000 Penalty: 4609.249512
	Iteration 40F: 3 clusters Score -1397451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1397452.375000 Penalty: 4609.249512
	Iteration 41Q: 3 clusters Score -1397452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1397451.125000 Penalty: 4609.249512
	Iteration 42Q: 3 clusters Score -1397451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1397450.375000 Penalty: 4609.249512
	Iteration 43Q: 3 clusters Score -1397450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1397453.000000 Penalty: 4609.249512
	Iteration 44Q: 3 clusters Score -1397453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1397453.625000 Penalty: 4609.249512
	Iteration 45Q: 3 clusters Score -1397454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1397451.750000 Penalty: 4609.249512
	Iteration 46Q: 3 clusters Score -1397452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1397451.500000 Penalty: 4609.249512
	Iteration 47Q: 3 clusters Score -1397452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1397451.500000 Penalty: 4609.249512
	Iteration 48F: 3 clusters Score -1397452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 80080 members 
Mstep: Class 7 contains 8265 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Entering Unmasked Estep 
Score: -111105048.000000 Penalty: 81486.218750
Splitting cluster 5 changes total score from -111103920.000000 to -111105048.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (80080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Entering Unmasked Estep 
Score: -10176620.000000 Penalty: 2800.113770
	Iteration 0F: 2 clusters Score -1.017662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -10123177.000000 Penalty: 5600.227539
	Iteration 0F: 3 clusters Score -1.012318e+07 nChanged 37652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -10145362.000000 Penalty: 5600.227539
	Iteration 1F: 3 clusters Score -1.014536e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -10147684.000000 Penalty: 5600.227539
	Iteration 2F: 3 clusters Score -1.014768e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -10151930.000000 Penalty: 5600.227539
	Iteration 3F: 3 clusters Score -1.015193e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -10159125.000000 Penalty: 5600.227539
	Iteration 4F: 3 clusters Score -1.015912e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -10167929.000000 Penalty: 5600.227539
	Iteration 5F: 3 clusters Score -1.016793e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -10174314.000000 Penalty: 5600.227539
	Iteration 6F: 3 clusters Score -1.017431e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -10177999.000000 Penalty: 5600.227539
	Iteration 7F: 3 clusters Score -1.0178e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -10180290.000000 Penalty: 5600.227539
	Iteration 8Q: 3 clusters Score -1.018029e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -10182048.000000 Penalty: 5600.227539
	Iteration 9Q: 3 clusters Score -1.018205e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -10183693.000000 Penalty: 5600.227539
	Iteration 10Q: 3 clusters Score -1.018369e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -10184889.000000 Penalty: 5600.227539
	Iteration 11Q: 3 clusters Score -1.018489e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -10185966.000000 Penalty: 5600.227539
	Iteration 12Q: 3 clusters Score -1.018597e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -10186602.000000 Penalty: 5600.227539
	Iteration 13Q: 3 clusters Score -1.01866e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -10186881.000000 Penalty: 5600.227539
	Iteration 14Q: 3 clusters Score -1.018688e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -10187017.000000 Penalty: 5600.227539
	Iteration 15Q: 3 clusters Score -1.018702e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -10187101.000000 Penalty: 5600.227539
	Iteration 16Q: 3 clusters Score -1.01871e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -10187132.000000 Penalty: 5600.227539
	Iteration 17Q: 3 clusters Score -1.018713e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -10187176.000000 Penalty: 5600.227539
	Iteration 18Q: 3 clusters Score -1.018718e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -10187254.000000 Penalty: 5600.227539
	Iteration 19Q: 3 clusters Score -1.018725e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -10187332.000000 Penalty: 5600.227539
	Iteration 20F: 3 clusters Score -1.018733e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -10187362.000000 Penalty: 5600.227539
	Iteration 21Q: 3 clusters Score -1.018736e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -10187397.000000 Penalty: 5600.227539
	Iteration 22Q: 3 clusters Score -1.01874e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -10187400.000000 Penalty: 5600.227539
	Iteration 23Q: 3 clusters Score -1.01874e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -10187445.000000 Penalty: 5600.227539
	Iteration 24Q: 3 clusters Score -1.018744e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -10187507.000000 Penalty: 5600.227539
	Iteration 25Q: 3 clusters Score -1.018751e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -10187529.000000 Penalty: 5600.227539
	Iteration 26Q: 3 clusters Score -1.018753e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -10187546.000000 Penalty: 5600.227539
	Iteration 27Q: 3 clusters Score -1.018755e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -10187592.000000 Penalty: 5600.227539
	Iteration 28Q: 3 clusters Score -1.018759e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -10187639.000000 Penalty: 5600.227539
	Iteration 29Q: 3 clusters Score -1.018764e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -10187700.000000 Penalty: 5600.227539
	Iteration 30Q: 3 clusters Score -1.01877e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -10187724.000000 Penalty: 5600.227539
	Iteration 31Q: 3 clusters Score -1.018772e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -10187789.000000 Penalty: 5600.227539
	Iteration 32Q: 3 clusters Score -1.018779e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -10187841.000000 Penalty: 5600.227539
	Iteration 33Q: 3 clusters Score -1.018784e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -10187860.000000 Penalty: 5600.227539
	Iteration 34Q: 3 clusters Score -1.018786e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -10187896.000000 Penalty: 5600.227539
	Iteration 35Q: 3 clusters Score -1.01879e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -10187932.000000 Penalty: 5600.227539
	Iteration 36Q: 3 clusters Score -1.018793e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -10187989.000000 Penalty: 5600.227539
	Iteration 37Q: 3 clusters Score -1.018799e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -10188088.000000 Penalty: 5600.227539
	Iteration 38Q: 3 clusters Score -1.018809e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -10188128.000000 Penalty: 5600.227539
	Iteration 39Q: 3 clusters Score -1.018813e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -10188161.000000 Penalty: 5600.227539
	Iteration 40F: 3 clusters Score -1.018816e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -10188188.000000 Penalty: 5600.227539
	Iteration 41Q: 3 clusters Score -1.018819e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -10188233.000000 Penalty: 5600.227539
	Iteration 42Q: 3 clusters Score -1.018823e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -10188257.000000 Penalty: 5600.227539
	Iteration 43Q: 3 clusters Score -1.018826e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -10188292.000000 Penalty: 5600.227539
	Iteration 44Q: 3 clusters Score -1.018829e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -10188295.000000 Penalty: 5600.227539
	Iteration 45Q: 3 clusters Score -1.01883e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -10188303.000000 Penalty: 5600.227539
	Iteration 46Q: 3 clusters Score -1.01883e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -10188304.000000 Penalty: 5600.227539
	Iteration 47Q: 3 clusters Score -1.01883e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -10188317.000000 Penalty: 5600.227539
	Iteration 48Q: 3 clusters Score -1.018832e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -10188308.000000 Penalty: 5600.227539
	Iteration 49Q: 3 clusters Score -1.018831e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -10188300.000000 Penalty: 5600.227539
	Iteration 50Q: 3 clusters Score -1.01883e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -10188331.000000 Penalty: 5600.227539
	Iteration 51Q: 3 clusters Score -1.018833e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -10188375.000000 Penalty: 5600.227539
	Iteration 52Q: 3 clusters Score -1.018838e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -10188383.000000 Penalty: 5600.227539
	Iteration 53Q: 3 clusters Score -1.018838e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -10188412.000000 Penalty: 5600.227539
	Iteration 54Q: 3 clusters Score -1.018841e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -10188422.000000 Penalty: 5600.227539
	Iteration 55Q: 3 clusters Score -1.018842e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -10188432.000000 Penalty: 5600.227539
	Iteration 56Q: 3 clusters Score -1.018843e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -10188414.000000 Penalty: 5600.227539
	Iteration 57Q: 3 clusters Score -1.018841e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -10188418.000000 Penalty: 5600.227539
	Iteration 58Q: 3 clusters Score -1.018842e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -10188447.000000 Penalty: 5600.227539
	Iteration 59Q: 3 clusters Score -1.018845e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -10188448.000000 Penalty: 5600.227539
	Iteration 60F: 3 clusters Score -1.018845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -10188458.000000 Penalty: 5600.227539
	Iteration 61Q: 3 clusters Score -1.018846e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -10188479.000000 Penalty: 5600.227539
	Iteration 62Q: 3 clusters Score -1.018848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -10188487.000000 Penalty: 5600.227539
	Iteration 63Q: 3 clusters Score -1.018849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -10188507.000000 Penalty: 5600.227539
	Iteration 64Q: 3 clusters Score -1.018851e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -10188486.000000 Penalty: 5600.227539
	Iteration 65Q: 3 clusters Score -1.018849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -10188494.000000 Penalty: 5600.227539
	Iteration 66Q: 3 clusters Score -1.018849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -10188484.000000 Penalty: 5600.227539
	Iteration 67Q: 3 clusters Score -1.018848e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -10188481.000000 Penalty: 5600.227539
	Iteration 68Q: 3 clusters Score -1.018848e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -10188477.000000 Penalty: 5600.227539
	Iteration 69Q: 3 clusters Score -1.018848e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -10188483.000000 Penalty: 5600.227539
	Iteration 70Q: 3 clusters Score -1.018848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -10188460.000000 Penalty: 5600.227539
	Iteration 71Q: 3 clusters Score -1.018846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -10188452.000000 Penalty: 5600.227539
	Iteration 72Q: 3 clusters Score -1.018845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -10188469.000000 Penalty: 5600.227539
	Iteration 73Q: 3 clusters Score -1.018847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -10188470.000000 Penalty: 5600.227539
	Iteration 74Q: 3 clusters Score -1.018847e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -10188465.000000 Penalty: 5600.227539
	Iteration 75Q: 3 clusters Score -1.018846e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -10188482.000000 Penalty: 5600.227539
	Iteration 76Q: 3 clusters Score -1.018848e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -10188472.000000 Penalty: 5600.227539
	Iteration 77Q: 3 clusters Score -1.018847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -10188483.000000 Penalty: 5600.227539
	Iteration 78Q: 3 clusters Score -1.018848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -10188481.000000 Penalty: 5600.227539
	Iteration 79Q: 3 clusters Score -1.018848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -10188473.000000 Penalty: 5600.227539
	Iteration 80F: 3 clusters Score -1.018847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10188487.000000 Penalty: 5600.227539
	Iteration 81Q: 3 clusters Score -1.018849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -10188499.000000 Penalty: 5600.227539
	Iteration 82Q: 3 clusters Score -1.01885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -10188509.000000 Penalty: 5600.227539
	Iteration 83Q: 3 clusters Score -1.018851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -10188510.000000 Penalty: 5600.227539
	Iteration 84Q: 3 clusters Score -1.018851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -10188510.000000 Penalty: 5600.227539
	Iteration 85Q: 3 clusters Score -1.018851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -10188490.000000 Penalty: 5600.227539
	Iteration 86Q: 3 clusters Score -1.018849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -10188520.000000 Penalty: 5600.227539
	Iteration 87Q: 3 clusters Score -1.018852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -10188514.000000 Penalty: 5600.227539
	Iteration 88Q: 3 clusters Score -1.018851e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -10188511.000000 Penalty: 5600.227539
	Iteration 89Q: 3 clusters Score -1.018851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -10188527.000000 Penalty: 5600.227539
	Iteration 90Q: 3 clusters Score -1.018853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -10188525.000000 Penalty: 5600.227539
	Iteration 91Q: 3 clusters Score -1.018852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -10188524.000000 Penalty: 5600.227539
	Iteration 92Q: 3 clusters Score -1.018852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -10188531.000000 Penalty: 5600.227539
	Iteration 93Q: 3 clusters Score -1.018853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -10188535.000000 Penalty: 5600.227539
	Iteration 94Q: 3 clusters Score -1.018854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -10188537.000000 Penalty: 5600.227539
	Iteration 95Q: 3 clusters Score -1.018854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -10188551.000000 Penalty: 5600.227539
	Iteration 96Q: 3 clusters Score -1.018855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -10188556.000000 Penalty: 5600.227539
	Iteration 97Q: 3 clusters Score -1.018856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -10188556.000000 Penalty: 5600.227539
	Iteration 98Q: 3 clusters Score -1.018856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -10188557.000000 Penalty: 5600.227539
	Iteration 99Q: 3 clusters Score -1.018856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -10188545.000000 Penalty: 5600.227539
	Iteration 100F: 3 clusters Score -1.018854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -10188549.000000 Penalty: 5600.227539
	Iteration 101Q: 3 clusters Score -1.018855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -10188538.000000 Penalty: 5600.227539
	Iteration 102Q: 3 clusters Score -1.018854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -10188543.000000 Penalty: 5600.227539
	Iteration 103Q: 3 clusters Score -1.018854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -10188546.000000 Penalty: 5600.227539
	Iteration 104Q: 3 clusters Score -1.018855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -10188552.000000 Penalty: 5600.227539
	Iteration 105Q: 3 clusters Score -1.018855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -10188541.000000 Penalty: 5600.227539
	Iteration 106Q: 3 clusters Score -1.018854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -10188535.000000 Penalty: 5600.227539
	Iteration 107Q: 3 clusters Score -1.018854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -10188542.000000 Penalty: 5600.227539
	Iteration 108Q: 3 clusters Score -1.018854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -10188542.000000 Penalty: 5600.227539
	Iteration 109F: 3 clusters Score -1.018854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 8265 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Entering Unmasked Estep 
Score: -111117096.000000 Penalty: 84881.476562
Splitting cluster 6 changes total score from -111103920.000000 to -111117096.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (8265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Entering Unmasked Estep 
Score: -1064919.250000 Penalty: 2236.906738
	Iteration 0F: 2 clusters Score -1064919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1058365.000000 Penalty: 4473.813477
	Iteration 0F: 3 clusters Score -1058365 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1060291.750000 Penalty: 4473.813477
	Iteration 1F: 3 clusters Score -1060292 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1060733.875000 Penalty: 4473.813477
	Iteration 2F: 3 clusters Score -1060734 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1061232.625000 Penalty: 4473.813477
	Iteration 3F: 3 clusters Score -1061233 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1061848.000000 Penalty: 4473.813477
	Iteration 4F: 3 clusters Score -1061848 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1062541.625000 Penalty: 4473.813477
	Iteration 5F: 3 clusters Score -1062542 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1063031.250000 Penalty: 4473.813477
	Iteration 6F: 3 clusters Score -1063031 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1063337.375000 Penalty: 4473.813477
	Iteration 7Q: 3 clusters Score -1063337 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1063576.125000 Penalty: 4473.813477
	Iteration 8Q: 3 clusters Score -1063576 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1063784.250000 Penalty: 4473.813477
	Iteration 9Q: 3 clusters Score -1063784 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1063948.500000 Penalty: 4473.813477
	Iteration 10Q: 3 clusters Score -1063948 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1064076.875000 Penalty: 4473.813477
	Iteration 11Q: 3 clusters Score -1064077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1064208.875000 Penalty: 4473.813477
	Iteration 12Q: 3 clusters Score -1064209 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1064351.500000 Penalty: 4473.813477
	Iteration 13Q: 3 clusters Score -1064352 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1064461.250000 Penalty: 4473.813477
	Iteration 14Q: 3 clusters Score -1064461 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1064563.625000 Penalty: 4473.813477
	Iteration 15Q: 3 clusters Score -1064564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1064644.375000 Penalty: 4473.813477
	Iteration 16Q: 3 clusters Score -1064644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1064729.250000 Penalty: 4473.813477
	Iteration 17Q: 3 clusters Score -1064729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1064804.625000 Penalty: 4473.813477
	Iteration 18Q: 3 clusters Score -1064805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1064895.750000 Penalty: 4473.813477
	Iteration 19Q: 3 clusters Score -1064896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1064979.750000 Penalty: 4473.813477
	Iteration 20F: 3 clusters Score -1064980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1065048.250000 Penalty: 4473.813477
	Iteration 21Q: 3 clusters Score -1065048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1065107.750000 Penalty: 4473.813477
	Iteration 22Q: 3 clusters Score -1065108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1065140.750000 Penalty: 4473.813477
	Iteration 23Q: 3 clusters Score -1065141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1065155.375000 Penalty: 4473.813477
	Iteration 24Q: 3 clusters Score -1065155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1065160.750000 Penalty: 4473.813477
	Iteration 25Q: 3 clusters Score -1065161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1065167.625000 Penalty: 4473.813477
	Iteration 26Q: 3 clusters Score -1065168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1065169.875000 Penalty: 4473.813477
	Iteration 27Q: 3 clusters Score -1065170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1065173.125000 Penalty: 4473.813477
	Iteration 28Q: 3 clusters Score -1065173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1065174.500000 Penalty: 4473.813477
	Iteration 29Q: 3 clusters Score -1065174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1065176.375000 Penalty: 4473.813477
	Iteration 30Q: 3 clusters Score -1065176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1065176.125000 Penalty: 4473.813477
	Iteration 31Q: 3 clusters Score -1065176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1065176.875000 Penalty: 4473.813477
	Iteration 32Q: 3 clusters Score -1065177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1065180.375000 Penalty: 4473.813477
	Iteration 33Q: 3 clusters Score -1065180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1065178.750000 Penalty: 4473.813477
	Iteration 34Q: 3 clusters Score -1065179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1065179.000000 Penalty: 4473.813477
	Iteration 35Q: 3 clusters Score -1065179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1065179.375000 Penalty: 4473.813477
	Iteration 36Q: 3 clusters Score -1065179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1065179.125000 Penalty: 4473.813477
	Iteration 37Q: 3 clusters Score -1065179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1065179.125000 Penalty: 4473.813477
	Iteration 38Q: 3 clusters Score -1065179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1065179.125000 Penalty: 4473.813477
	Iteration 39F: 3 clusters Score -1065179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Entering Unmasked Estep 
Score: -111116112.000000 Penalty: 88276.742188
Splitting cluster 7 changes total score from -111103920.000000 to -111116112.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -2177495.000000 Penalty: 2424.629883
	Iteration 0F: 2 clusters Score -2177495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2164949.250000 Penalty: 4849.259766
	Iteration 0F: 3 clusters Score -2164949 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2169868.250000 Penalty: 4849.259766
	Iteration 1F: 3 clusters Score -2169868 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2172904.250000 Penalty: 4849.259766
	Iteration 2F: 3 clusters Score -2172904 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2177025.500000 Penalty: 4849.259766
	Iteration 3F: 3 clusters Score -2177026 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2180584.250000 Penalty: 4849.259766
	Iteration 4F: 3 clusters Score -2180584 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2182127.500000 Penalty: 4849.259766
	Iteration 5F: 3 clusters Score -2182128 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2182576.750000 Penalty: 4849.259766
	Iteration 6Q: 3 clusters Score -2182577 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2182786.250000 Penalty: 4849.259766
	Iteration 7Q: 3 clusters Score -2182786 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2182957.500000 Penalty: 4849.259766
	Iteration 8Q: 3 clusters Score -2182958 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2183141.000000 Penalty: 4849.259766
	Iteration 9Q: 3 clusters Score -2183141 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2183390.000000 Penalty: 4849.259766
	Iteration 10Q: 3 clusters Score -2183390 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2183599.750000 Penalty: 4849.259766
	Iteration 11Q: 3 clusters Score -2183600 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2183747.250000 Penalty: 4849.259766
	Iteration 12Q: 3 clusters Score -2183747 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2183843.750000 Penalty: 4849.259766
	Iteration 13Q: 3 clusters Score -2183844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2183899.750000 Penalty: 4849.259766
	Iteration 14Q: 3 clusters Score -2183900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2183949.000000 Penalty: 4849.259766
	Iteration 15Q: 3 clusters Score -2183949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2183981.500000 Penalty: 4849.259766
	Iteration 16Q: 3 clusters Score -2183982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2183994.750000 Penalty: 4849.259766
	Iteration 17Q: 3 clusters Score -2183995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2184007.750000 Penalty: 4849.259766
	Iteration 18Q: 3 clusters Score -2184008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2184021.500000 Penalty: 4849.259766
	Iteration 19Q: 3 clusters Score -2184022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2184026.000000 Penalty: 4849.259766
	Iteration 20F: 3 clusters Score -2184026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2184030.750000 Penalty: 4849.259766
	Iteration 21Q: 3 clusters Score -2184031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2184035.750000 Penalty: 4849.259766
	Iteration 22Q: 3 clusters Score -2184036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2184032.750000 Penalty: 4849.259766
	Iteration 23Q: 3 clusters Score -2184033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2184035.000000 Penalty: 4849.259766
	Iteration 24Q: 3 clusters Score -2184035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2184035.750000 Penalty: 4849.259766
	Iteration 25Q: 3 clusters Score -2184036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2184033.750000 Penalty: 4849.259766
	Iteration 26Q: 3 clusters Score -2184034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2184034.250000 Penalty: 4849.259766
	Iteration 27Q: 3 clusters Score -2184034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2184035.000000 Penalty: 4849.259766
	Iteration 28Q: 3 clusters Score -2184035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2184034.250000 Penalty: 4849.259766
	Iteration 29Q: 3 clusters Score -2184034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2184034.000000 Penalty: 4849.259766
	Iteration 30Q: 3 clusters Score -2184034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2184034.000000 Penalty: 4849.259766
	Iteration 31F: 3 clusters Score -2184034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Entering Unmasked Estep 
Score: -111122328.000000 Penalty: 91672.000000
Splitting cluster 8 changes total score from -111103920.000000 to -111122328.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (14675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Entering Unmasked Estep 
Score: -1813005.875000 Penalty: 2379.287354
	Iteration 0F: 2 clusters Score -1813006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1802308.000000 Penalty: 4758.574707
	Iteration 0F: 3 clusters Score -1802308 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1805965.125000 Penalty: 4758.574707
	Iteration 1F: 3 clusters Score -1805965 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1806890.000000 Penalty: 4758.574707
	Iteration 2F: 3 clusters Score -1806890 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1808042.625000 Penalty: 4758.574707
	Iteration 3F: 3 clusters Score -1808043 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1809050.250000 Penalty: 4758.574707
	Iteration 4F: 3 clusters Score -1809050 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1809905.625000 Penalty: 4758.574707
	Iteration 5F: 3 clusters Score -1809906 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1810863.000000 Penalty: 4758.574707
	Iteration 6F: 3 clusters Score -1810863 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1811769.500000 Penalty: 4758.574707
	Iteration 7F: 3 clusters Score -1811770 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1812498.500000 Penalty: 4758.574707
	Iteration 8Q: 3 clusters Score -1812498 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1813001.875000 Penalty: 4758.574707
	Iteration 9Q: 3 clusters Score -1813002 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1813383.625000 Penalty: 4758.574707
	Iteration 10Q: 3 clusters Score -1813384 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1813673.625000 Penalty: 4758.574707
	Iteration 11Q: 3 clusters Score -1813674 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1813942.750000 Penalty: 4758.574707
	Iteration 12Q: 3 clusters Score -1813943 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1814185.250000 Penalty: 4758.574707
	Iteration 13Q: 3 clusters Score -1814185 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1814374.625000 Penalty: 4758.574707
	Iteration 14Q: 3 clusters Score -1814375 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1814509.750000 Penalty: 4758.574707
	Iteration 15Q: 3 clusters Score -1814510 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1814615.375000 Penalty: 4758.574707
	Iteration 16Q: 3 clusters Score -1814615 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1814687.625000 Penalty: 4758.574707
	Iteration 17Q: 3 clusters Score -1814688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1814749.500000 Penalty: 4758.574707
	Iteration 18Q: 3 clusters Score -1814750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1814811.375000 Penalty: 4758.574707
	Iteration 19Q: 3 clusters Score -1814811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1814854.000000 Penalty: 4758.574707
	Iteration 20F: 3 clusters Score -1814854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1814888.750000 Penalty: 4758.574707
	Iteration 21Q: 3 clusters Score -1814889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1814933.125000 Penalty: 4758.574707
	Iteration 22Q: 3 clusters Score -1814933 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1814968.625000 Penalty: 4758.574707
	Iteration 23Q: 3 clusters Score -1814969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1814982.125000 Penalty: 4758.574707
	Iteration 24Q: 3 clusters Score -1814982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1815013.500000 Penalty: 4758.574707
	Iteration 25Q: 3 clusters Score -1815014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1815040.500000 Penalty: 4758.574707
	Iteration 26Q: 3 clusters Score -1815040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1815066.625000 Penalty: 4758.574707
	Iteration 27Q: 3 clusters Score -1815067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1815091.625000 Penalty: 4758.574707
	Iteration 28Q: 3 clusters Score -1815092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1815116.375000 Penalty: 4758.574707
	Iteration 29Q: 3 clusters Score -1815116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1815140.000000 Penalty: 4758.574707
	Iteration 30Q: 3 clusters Score -1815140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1815161.500000 Penalty: 4758.574707
	Iteration 31Q: 3 clusters Score -1815162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1815180.625000 Penalty: 4758.574707
	Iteration 32Q: 3 clusters Score -1815181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1815186.500000 Penalty: 4758.574707
	Iteration 33Q: 3 clusters Score -1815186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1815195.500000 Penalty: 4758.574707
	Iteration 34Q: 3 clusters Score -1815196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1815201.500000 Penalty: 4758.574707
	Iteration 35Q: 3 clusters Score -1815202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1815200.125000 Penalty: 4758.574707
	Iteration 36Q: 3 clusters Score -1815200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1815200.375000 Penalty: 4758.574707
	Iteration 37Q: 3 clusters Score -1815200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1815202.375000 Penalty: 4758.574707
	Iteration 38Q: 3 clusters Score -1815202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1815203.375000 Penalty: 4758.574707
	Iteration 39Q: 3 clusters Score -1815203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1815207.750000 Penalty: 4758.574707
	Iteration 40F: 3 clusters Score -1815208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1815210.875000 Penalty: 4758.574707
	Iteration 41Q: 3 clusters Score -1815211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1815214.500000 Penalty: 4758.574707
	Iteration 42Q: 3 clusters Score -1815214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1815222.000000 Penalty: 4758.574707
	Iteration 43Q: 3 clusters Score -1815222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1815234.500000 Penalty: 4758.574707
	Iteration 44Q: 3 clusters Score -1815234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1815235.500000 Penalty: 4758.574707
	Iteration 45Q: 3 clusters Score -1815236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1815243.375000 Penalty: 4758.574707
	Iteration 46Q: 3 clusters Score -1815243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1815242.000000 Penalty: 4758.574707
	Iteration 47Q: 3 clusters Score -1815242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1815238.250000 Penalty: 4758.574707
	Iteration 48Q: 3 clusters Score -1815238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1815238.875000 Penalty: 4758.574707
	Iteration 49Q: 3 clusters Score -1815239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1815242.875000 Penalty: 4758.574707
	Iteration 50Q: 3 clusters Score -1815243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1815242.500000 Penalty: 4758.574707
	Iteration 51Q: 3 clusters Score -1815242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1815246.750000 Penalty: 4758.574707
	Iteration 52Q: 3 clusters Score -1815247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1815253.375000 Penalty: 4758.574707
	Iteration 53Q: 3 clusters Score -1815253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1815251.000000 Penalty: 4758.574707
	Iteration 54Q: 3 clusters Score -1815251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1815253.500000 Penalty: 4758.574707
	Iteration 55Q: 3 clusters Score -1815254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1815250.250000 Penalty: 4758.574707
	Iteration 56Q: 3 clusters Score -1815250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1815249.625000 Penalty: 4758.574707
	Iteration 57Q: 3 clusters Score -1815250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1815249.000000 Penalty: 4758.574707
	Iteration 58Q: 3 clusters Score -1815249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1815251.875000 Penalty: 4758.574707
	Iteration 59Q: 3 clusters Score -1815252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1815251.875000 Penalty: 4758.574707
	Iteration 60F: 3 clusters Score -1815252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Entering Unmasked Estep 
Score: -111123496.000000 Penalty: 95067.257812
Splitting cluster 9 changes total score from -111103920.000000 to -111123496.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (51541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Entering Unmasked Estep 
Score: -6666442.500000 Penalty: 2690.833008
	Iteration 0F: 2 clusters Score -6666442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -6631971.000000 Penalty: 5381.666016
	Iteration 0F: 3 clusters Score -6631971 nChanged 23705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6645356.000000 Penalty: 5381.666016
	Iteration 1F: 3 clusters Score -6645356 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -6646476.500000 Penalty: 5381.666016
	Iteration 2Q: 3 clusters Score -6646476 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6648067.500000 Penalty: 5381.666016
	Iteration 3F: 3 clusters Score -6648068 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6650593.000000 Penalty: 5381.666016
	Iteration 4F: 3 clusters Score -6650593 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -6653738.500000 Penalty: 5381.666016
	Iteration 5F: 3 clusters Score -6653738 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -6656820.500000 Penalty: 5381.666016
	Iteration 6F: 3 clusters Score -6656820 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -6659238.000000 Penalty: 5381.666016
	Iteration 7F: 3 clusters Score -6659238 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -6660745.000000 Penalty: 5381.666016
	Iteration 8Q: 3 clusters Score -6660745 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -6661701.000000 Penalty: 5381.666016
	Iteration 9Q: 3 clusters Score -6661701 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6662331.000000 Penalty: 5381.666016
	Iteration 10Q: 3 clusters Score -6662331 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -6662812.000000 Penalty: 5381.666016
	Iteration 11Q: 3 clusters Score -6662812 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6663204.500000 Penalty: 5381.666016
	Iteration 12Q: 3 clusters Score -6663204 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -6663514.500000 Penalty: 5381.666016
	Iteration 13Q: 3 clusters Score -6663514 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6663772.000000 Penalty: 5381.666016
	Iteration 14Q: 3 clusters Score -6663772 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6663979.000000 Penalty: 5381.666016
	Iteration 15Q: 3 clusters Score -6663979 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6664161.500000 Penalty: 5381.666016
	Iteration 16Q: 3 clusters Score -6664162 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6664264.000000 Penalty: 5381.666016
	Iteration 17Q: 3 clusters Score -6664264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6664303.500000 Penalty: 5381.666016
	Iteration 18Q: 3 clusters Score -6664304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6664333.000000 Penalty: 5381.666016
	Iteration 19Q: 3 clusters Score -6664333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6664379.000000 Penalty: 5381.666016
	Iteration 20F: 3 clusters Score -6664379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6664415.500000 Penalty: 5381.666016
	Iteration 21Q: 3 clusters Score -6664416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6664463.500000 Penalty: 5381.666016
	Iteration 22Q: 3 clusters Score -6664464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6664462.000000 Penalty: 5381.666016
	Iteration 23Q: 3 clusters Score -6664462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6664467.500000 Penalty: 5381.666016
	Iteration 24Q: 3 clusters Score -6664468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6664488.500000 Penalty: 5381.666016
	Iteration 25Q: 3 clusters Score -6664488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6664497.500000 Penalty: 5381.666016
	Iteration 26Q: 3 clusters Score -6664498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6664496.000000 Penalty: 5381.666016
	Iteration 27Q: 3 clusters Score -6664496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6664500.000000 Penalty: 5381.666016
	Iteration 28Q: 3 clusters Score -6664500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6664499.000000 Penalty: 5381.666016
	Iteration 29Q: 3 clusters Score -6664499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6664501.000000 Penalty: 5381.666016
	Iteration 30Q: 3 clusters Score -6664501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6664495.500000 Penalty: 5381.666016
	Iteration 31Q: 3 clusters Score -6664496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6664503.500000 Penalty: 5381.666016
	Iteration 32Q: 3 clusters Score -6664504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6664503.000000 Penalty: 5381.666016
	Iteration 33Q: 3 clusters Score -6664503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6664512.000000 Penalty: 5381.666016
	Iteration 34Q: 3 clusters Score -6664512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6664510.000000 Penalty: 5381.666016
	Iteration 35Q: 3 clusters Score -6664510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6664519.000000 Penalty: 5381.666016
	Iteration 36Q: 3 clusters Score -6664519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6664509.500000 Penalty: 5381.666016
	Iteration 37Q: 3 clusters Score -6664510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6664519.000000 Penalty: 5381.666016
	Iteration 38Q: 3 clusters Score -6664519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6664520.500000 Penalty: 5381.666016
	Iteration 39Q: 3 clusters Score -6664520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6664522.500000 Penalty: 5381.666016
	Iteration 40F: 3 clusters Score -6664522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6664529.500000 Penalty: 5381.666016
	Iteration 41Q: 3 clusters Score -6664530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6664522.500000 Penalty: 5381.666016
	Iteration 42Q: 3 clusters Score -6664522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6664527.000000 Penalty: 5381.666016
	Iteration 43Q: 3 clusters Score -6664527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6664527.000000 Penalty: 5381.666016
	Iteration 44F: 3 clusters Score -6664527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Entering Unmasked Estep 
Score: -3584916.000000 Penalty: 2540.552979
	Iteration 0F: 2 clusters Score -3584916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3565578.750000 Penalty: 5081.105957
	Iteration 0F: 3 clusters Score -3565579 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3572692.500000 Penalty: 5081.105957
	Iteration 1F: 3 clusters Score -3572692 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3573496.500000 Penalty: 5081.105957
	Iteration 2F: 3 clusters Score -3573496 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3574451.250000 Penalty: 5081.105957
	Iteration 3F: 3 clusters Score -3574451 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3575482.750000 Penalty: 5081.105957
	Iteration 4F: 3 clusters Score -3575483 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3576518.750000 Penalty: 5081.105957
	Iteration 5F: 3 clusters Score -3576519 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3577591.750000 Penalty: 5081.105957
	Iteration 6F: 3 clusters Score -3577592 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3578485.250000 Penalty: 5081.105957
	Iteration 7F: 3 clusters Score -3578485 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3579071.500000 Penalty: 5081.105957
	Iteration 8Q: 3 clusters Score -3579072 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3579514.750000 Penalty: 5081.105957
	Iteration 9Q: 3 clusters Score -3579515 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3579835.750000 Penalty: 5081.105957
	Iteration 10Q: 3 clusters Score -3579836 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3580114.500000 Penalty: 5081.105957
	Iteration 11Q: 3 clusters Score -3580114 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3580396.250000 Penalty: 5081.105957
	Iteration 12Q: 3 clusters Score -3580396 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3580670.250000 Penalty: 5081.105957
	Iteration 13Q: 3 clusters Score -3580670 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3580945.000000 Penalty: 5081.105957
	Iteration 14Q: 3 clusters Score -3580945 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3581210.000000 Penalty: 5081.105957
	Iteration 15Q: 3 clusters Score -3581210 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3581491.000000 Penalty: 5081.105957
	Iteration 16Q: 3 clusters Score -3581491 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3581681.500000 Penalty: 5081.105957
	Iteration 17Q: 3 clusters Score -3581682 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3581855.000000 Penalty: 5081.105957
	Iteration 18Q: 3 clusters Score -3581855 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3582005.000000 Penalty: 5081.105957
	Iteration 19Q: 3 clusters Score -3582005 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3582120.000000 Penalty: 5081.105957
	Iteration 20F: 3 clusters Score -3582120 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3582210.250000 Penalty: 5081.105957
	Iteration 21Q: 3 clusters Score -3582210 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3582301.750000 Penalty: 5081.105957
	Iteration 22Q: 3 clusters Score -3582302 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3582365.250000 Penalty: 5081.105957
	Iteration 23Q: 3 clusters Score -3582365 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3582452.500000 Penalty: 5081.105957
	Iteration 24Q: 3 clusters Score -3582452 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3582533.500000 Penalty: 5081.105957
	Iteration 25Q: 3 clusters Score -3582534 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3582618.750000 Penalty: 5081.105957
	Iteration 26Q: 3 clusters Score -3582619 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3582713.000000 Penalty: 5081.105957
	Iteration 27Q: 3 clusters Score -3582713 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3582788.000000 Penalty: 5081.105957
	Iteration 28Q: 3 clusters Score -3582788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3582857.000000 Penalty: 5081.105957
	Iteration 29Q: 3 clusters Score -3582857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3582909.000000 Penalty: 5081.105957
	Iteration 30Q: 3 clusters Score -3582909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3582939.750000 Penalty: 5081.105957
	Iteration 31Q: 3 clusters Score -3582940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3582959.250000 Penalty: 5081.105957
	Iteration 32Q: 3 clusters Score -3582959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3582980.500000 Penalty: 5081.105957
	Iteration 33Q: 3 clusters Score -3582980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3583003.250000 Penalty: 5081.105957
	Iteration 34Q: 3 clusters Score -3583003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3583000.000000 Penalty: 5081.105957
	Iteration 35Q: 3 clusters Score -3583000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3583012.000000 Penalty: 5081.105957
	Iteration 36Q: 3 clusters Score -3583012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3583026.250000 Penalty: 5081.105957
	Iteration 37Q: 3 clusters Score -3583026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3583027.750000 Penalty: 5081.105957
	Iteration 38Q: 3 clusters Score -3583028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3583027.000000 Penalty: 5081.105957
	Iteration 39Q: 3 clusters Score -3583027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3583024.750000 Penalty: 5081.105957
	Iteration 40F: 3 clusters Score -3583025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3583034.250000 Penalty: 5081.105957
	Iteration 41Q: 3 clusters Score -3583034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3583034.000000 Penalty: 5081.105957
	Iteration 42Q: 3 clusters Score -3583034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3583036.250000 Penalty: 5081.105957
	Iteration 43Q: 3 clusters Score -3583036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3583035.250000 Penalty: 5081.105957
	Iteration 44Q: 3 clusters Score -3583035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3583034.500000 Penalty: 5081.105957
	Iteration 45Q: 3 clusters Score -3583034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3583037.750000 Penalty: 5081.105957
	Iteration 46Q: 3 clusters Score -3583038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3583047.250000 Penalty: 5081.105957
	Iteration 47Q: 3 clusters Score -3583047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3583049.750000 Penalty: 5081.105957
	Iteration 48Q: 3 clusters Score -3583050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3583041.500000 Penalty: 5081.105957
	Iteration 49Q: 3 clusters Score -3583042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3583048.500000 Penalty: 5081.105957
	Iteration 50Q: 3 clusters Score -3583048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3583052.250000 Penalty: 5081.105957
	Iteration 51Q: 3 clusters Score -3583052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3583052.000000 Penalty: 5081.105957
	Iteration 52Q: 3 clusters Score -3583052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3583065.750000 Penalty: 5081.105957
	Iteration 53Q: 3 clusters Score -3583066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3583060.250000 Penalty: 5081.105957
	Iteration 54Q: 3 clusters Score -3583060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3583073.250000 Penalty: 5081.105957
	Iteration 55Q: 3 clusters Score -3583073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3583068.500000 Penalty: 5081.105957
	Iteration 56Q: 3 clusters Score -3583068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3583069.500000 Penalty: 5081.105957
	Iteration 57Q: 3 clusters Score -3583070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3583077.500000 Penalty: 5081.105957
	Iteration 58Q: 3 clusters Score -3583078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3583076.250000 Penalty: 5081.105957
	Iteration 59Q: 3 clusters Score -3583076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3583078.750000 Penalty: 5081.105957
	Iteration 60F: 3 clusters Score -3583079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3583091.250000 Penalty: 5081.105957
	Iteration 61Q: 3 clusters Score -3583091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3583102.750000 Penalty: 5081.105957
	Iteration 62Q: 3 clusters Score -3583103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3583104.250000 Penalty: 5081.105957
	Iteration 63Q: 3 clusters Score -3583104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3583104.500000 Penalty: 5081.105957
	Iteration 64Q: 3 clusters Score -3583104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3583106.750000 Penalty: 5081.105957
	Iteration 65Q: 3 clusters Score -3583107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3583099.500000 Penalty: 5081.105957
	Iteration 66Q: 3 clusters Score -3583100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3583102.750000 Penalty: 5081.105957
	Iteration 67Q: 3 clusters Score -3583103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3583112.500000 Penalty: 5081.105957
	Iteration 68Q: 3 clusters Score -3583112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3583102.750000 Penalty: 5081.105957
	Iteration 69Q: 3 clusters Score -3583103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3583106.000000 Penalty: 5081.105957
	Iteration 70Q: 3 clusters Score -3583106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3583112.000000 Penalty: 5081.105957
	Iteration 71Q: 3 clusters Score -3583112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3583115.000000 Penalty: 5081.105957
	Iteration 72Q: 3 clusters Score -3583115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3583114.500000 Penalty: 5081.105957
	Iteration 73Q: 3 clusters Score -3583114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3583114.500000 Penalty: 5081.105957
	Iteration 74Q: 3 clusters Score -3583114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3583115.000000 Penalty: 5081.105957
	Iteration 75Q: 3 clusters Score -3583115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3583111.500000 Penalty: 5081.105957
	Iteration 76Q: 3 clusters Score -3583112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3583113.250000 Penalty: 5081.105957
	Iteration 77Q: 3 clusters Score -3583113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3583109.750000 Penalty: 5081.105957
	Iteration 78Q: 3 clusters Score -3583110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3583112.000000 Penalty: 5081.105957
	Iteration 79Q: 3 clusters Score -3583112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3583116.000000 Penalty: 5081.105957
	Iteration 80F: 3 clusters Score -3583116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3583113.250000 Penalty: 5081.105957
	Iteration 81Q: 3 clusters Score -3583113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3583106.500000 Penalty: 5081.105957
	Iteration 82Q: 3 clusters Score -3583106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3583112.000000 Penalty: 5081.105957
	Iteration 83Q: 3 clusters Score -3583112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3583118.250000 Penalty: 5081.105957
	Iteration 84Q: 3 clusters Score -3583118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3583118.500000 Penalty: 5081.105957
	Iteration 85Q: 3 clusters Score -3583118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3583114.250000 Penalty: 5081.105957
	Iteration 86Q: 3 clusters Score -3583114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3583114.250000 Penalty: 5081.105957
	Iteration 87F: 3 clusters Score -3583114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Entering Unmasked Estep 
Score: -10569085.000000 Penalty: 2801.044189
	Iteration 0F: 2 clusters Score -1.056908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -10515288.000000 Penalty: 5602.088379
	Iteration 0F: 3 clusters Score -1.051529e+07 nChanged 37606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -10536624.000000 Penalty: 5602.088379
	Iteration 1F: 3 clusters Score -1.053662e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -10537545.000000 Penalty: 5602.088379
	Iteration 2Q: 3 clusters Score -1.053754e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -10538876.000000 Penalty: 5602.088379
	Iteration 3Q: 3 clusters Score -1.053888e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -10540803.000000 Penalty: 5602.088379
	Iteration 4F: 3 clusters Score -1.05408e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -10543749.000000 Penalty: 5602.088379
	Iteration 5F: 3 clusters Score -1.054375e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -10547993.000000 Penalty: 5602.088379
	Iteration 6F: 3 clusters Score -1.054799e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -10552728.000000 Penalty: 5602.088379
	Iteration 7F: 3 clusters Score -1.055273e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -10557019.000000 Penalty: 5602.088379
	Iteration 8F: 3 clusters Score -1.055702e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -10560328.000000 Penalty: 5602.088379
	Iteration 9F: 3 clusters Score -1.056033e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10562724.000000 Penalty: 5602.088379
	Iteration 10Q: 3 clusters Score -1.056272e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10564228.000000 Penalty: 5602.088379
	Iteration 11Q: 3 clusters Score -1.056423e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10565185.000000 Penalty: 5602.088379
	Iteration 12Q: 3 clusters Score -1.056518e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10565759.000000 Penalty: 5602.088379
	Iteration 13Q: 3 clusters Score -1.056576e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10566164.000000 Penalty: 5602.088379
	Iteration 14Q: 3 clusters Score -1.056616e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10566362.000000 Penalty: 5602.088379
	Iteration 15Q: 3 clusters Score -1.056636e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10566471.000000 Penalty: 5602.088379
	Iteration 16Q: 3 clusters Score -1.056647e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10566509.000000 Penalty: 5602.088379
	Iteration 17Q: 3 clusters Score -1.056651e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10566575.000000 Penalty: 5602.088379
	Iteration 18Q: 3 clusters Score -1.056658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10566618.000000 Penalty: 5602.088379
	Iteration 19Q: 3 clusters Score -1.056662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10566647.000000 Penalty: 5602.088379
	Iteration 20F: 3 clusters Score -1.056665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10566663.000000 Penalty: 5602.088379
	Iteration 21Q: 3 clusters Score -1.056666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10566681.000000 Penalty: 5602.088379
	Iteration 22Q: 3 clusters Score -1.056668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10566679.000000 Penalty: 5602.088379
	Iteration 23Q: 3 clusters Score -1.056668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10566684.000000 Penalty: 5602.088379
	Iteration 24Q: 3 clusters Score -1.056668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10566688.000000 Penalty: 5602.088379
	Iteration 25Q: 3 clusters Score -1.056669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10566701.000000 Penalty: 5602.088379
	Iteration 26Q: 3 clusters Score -1.05667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10566700.000000 Penalty: 5602.088379
	Iteration 27Q: 3 clusters Score -1.05667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10566698.000000 Penalty: 5602.088379
	Iteration 28Q: 3 clusters Score -1.05667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10566732.000000 Penalty: 5602.088379
	Iteration 29Q: 3 clusters Score -1.056673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10566728.000000 Penalty: 5602.088379
	Iteration 30Q: 3 clusters Score -1.056673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10566737.000000 Penalty: 5602.088379
	Iteration 31Q: 3 clusters Score -1.056674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10566739.000000 Penalty: 5602.088379
	Iteration 32Q: 3 clusters Score -1.056674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10566754.000000 Penalty: 5602.088379
	Iteration 33Q: 3 clusters Score -1.056675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10566761.000000 Penalty: 5602.088379
	Iteration 34Q: 3 clusters Score -1.056676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10566755.000000 Penalty: 5602.088379
	Iteration 35Q: 3 clusters Score -1.056676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10566755.000000 Penalty: 5602.088379
	Iteration 36F: 3 clusters Score -1.056676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Entering Unmasked Estep 
Score: -3167002.500000 Penalty: 2508.721436
	Iteration 0F: 2 clusters Score -3167002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3150029.000000 Penalty: 5017.442871
	Iteration 0F: 3 clusters Score -3150029 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3158381.000000 Penalty: 5017.442871
	Iteration 1F: 3 clusters Score -3158381 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3164342.000000 Penalty: 5017.442871
	Iteration 2F: 3 clusters Score -3164342 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3173076.500000 Penalty: 5017.442871
	Iteration 3F: 3 clusters Score -3173076 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3180224.250000 Penalty: 5017.442871
	Iteration 4F: 3 clusters Score -3180224 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3183276.250000 Penalty: 5017.442871
	Iteration 5F: 3 clusters Score -3183276 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3183933.000000 Penalty: 5017.442871
	Iteration 6Q: 3 clusters Score -3183933 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3184026.250000 Penalty: 5017.442871
	Iteration 7Q: 3 clusters Score -3184026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3184031.000000 Penalty: 5017.442871
	Iteration 8Q: 3 clusters Score -3184031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3184026.250000 Penalty: 5017.442871
	Iteration 9Q: 3 clusters Score -3184026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3184025.500000 Penalty: 5017.442871
	Iteration 10Q: 3 clusters Score -3184026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3184030.000000 Penalty: 5017.442871
	Iteration 11Q: 3 clusters Score -3184030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3184030.750000 Penalty: 5017.442871
	Iteration 12Q: 3 clusters Score -3184031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3184033.000000 Penalty: 5017.442871
	Iteration 13Q: 3 clusters Score -3184033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3184033.250000 Penalty: 5017.442871
	Iteration 14Q: 3 clusters Score -3184033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3184033.250000 Penalty: 5017.442871
	Iteration 15F: 3 clusters Score -3184033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 10114 members 
Entering Unmasked Estep 
Score: -111139496.000000 Penalty: 98462.515625
Splitting cluster 13 changes total score from -111103920.000000 to -111139496.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -392821.500000 Penalty: 2022.387451
	Iteration 0F: 2 clusters Score -392821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -389653.687500 Penalty: 4044.774902
	Iteration 0F: 3 clusters Score -389653.7 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -392727.812500 Penalty: 4044.774902
	Iteration 1F: 3 clusters Score -392727.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -394703.812500 Penalty: 4044.774902
	Iteration 2F: 3 clusters Score -394703.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -396426.875000 Penalty: 4044.774902
	Iteration 3F: 3 clusters Score -396426.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -398172.062500 Penalty: 4044.774902
	Iteration 4F: 3 clusters Score -398172.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -398707.843750 Penalty: 4044.774902
	Iteration 5F: 3 clusters Score -398707.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -398944.968750 Penalty: 4044.774902
	Iteration 6Q: 3 clusters Score -398945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -399232.437500 Penalty: 4044.774902
	Iteration 7Q: 3 clusters Score -399232.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -399452.312500 Penalty: 4044.774902
	Iteration 8Q: 3 clusters Score -399452.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -399562.531250 Penalty: 4044.774902
	Iteration 9Q: 3 clusters Score -399562.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -399610.281250 Penalty: 4044.774902
	Iteration 10Q: 3 clusters Score -399610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -399624.968750 Penalty: 4044.774902
	Iteration 11Q: 3 clusters Score -399625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -399626.343750 Penalty: 4044.774902
	Iteration 12Q: 3 clusters Score -399626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -399629.468750 Penalty: 4044.774902
	Iteration 13Q: 3 clusters Score -399629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -399642.437500 Penalty: 4044.774902
	Iteration 14Q: 3 clusters Score -399642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -399668.250000 Penalty: 4044.774902
	Iteration 15Q: 3 clusters Score -399668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -399682.468750 Penalty: 4044.774902
	Iteration 16Q: 3 clusters Score -399682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -399687.593750 Penalty: 4044.774902
	Iteration 17Q: 3 clusters Score -399687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -399688.312500 Penalty: 4044.774902
	Iteration 18Q: 3 clusters Score -399688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -399689.312500 Penalty: 4044.774902
	Iteration 19Q: 3 clusters Score -399689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -399694.718750 Penalty: 4044.774902
	Iteration 20F: 3 clusters Score -399694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -399715.875000 Penalty: 4044.774902
	Iteration 21Q: 3 clusters Score -399715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -399723.062500 Penalty: 4044.774902
	Iteration 22Q: 3 clusters Score -399723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -399734.875000 Penalty: 4044.774902
	Iteration 23Q: 3 clusters Score -399734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -399736.281250 Penalty: 4044.774902
	Iteration 24Q: 3 clusters Score -399736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -399735.812500 Penalty: 4044.774902
	Iteration 25Q: 3 clusters Score -399735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -399735.812500 Penalty: 4044.774902
	Iteration 26F: 3 clusters Score -399735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 2023 members 
Entering Unmasked Estep 
Score: -111145384.000000 Penalty: 101857.773438
Splitting cluster 14 changes total score from -111103920.000000 to -111145384.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (53527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Entering Unmasked Estep 
Score: -7075452.000000 Penalty: 2700.209473
	Iteration 0F: 2 clusters Score -7075452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -7039582.000000 Penalty: 5400.418945
	Iteration 0F: 3 clusters Score -7039582 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -7053564.500000 Penalty: 5400.418945
	Iteration 1F: 3 clusters Score -7053564 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -7054440.500000 Penalty: 5400.418945
	Iteration 2Q: 3 clusters Score -7054440 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -7055382.000000 Penalty: 5400.418945
	Iteration 3Q: 3 clusters Score -7055382 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7056662.500000 Penalty: 5400.418945
	Iteration 4Q: 3 clusters Score -7056662 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -7058329.000000 Penalty: 5400.418945
	Iteration 5F: 3 clusters Score -7058329 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -7060498.000000 Penalty: 5400.418945
	Iteration 6F: 3 clusters Score -7060498 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7062883.500000 Penalty: 5400.418945
	Iteration 7F: 3 clusters Score -7062884 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -7065233.000000 Penalty: 5400.418945
	Iteration 8F: 3 clusters Score -7065233 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7067231.500000 Penalty: 5400.418945
	Iteration 9F: 3 clusters Score -7067232 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -7068487.500000 Penalty: 5400.418945
	Iteration 10Q: 3 clusters Score -7068488 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -7069285.000000 Penalty: 5400.418945
	Iteration 11Q: 3 clusters Score -7069285 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -7069738.000000 Penalty: 5400.418945
	Iteration 12Q: 3 clusters Score -7069738 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7070011.500000 Penalty: 5400.418945
	Iteration 13Q: 3 clusters Score -7070012 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -7070229.000000 Penalty: 5400.418945
	Iteration 14Q: 3 clusters Score -7070229 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7070369.000000 Penalty: 5400.418945
	Iteration 15Q: 3 clusters Score -7070369 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -7070458.000000 Penalty: 5400.418945
	Iteration 16Q: 3 clusters Score -7070458 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -7070503.500000 Penalty: 5400.418945
	Iteration 17Q: 3 clusters Score -7070504 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -7070572.500000 Penalty: 5400.418945
	Iteration 18Q: 3 clusters Score -7070572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -7070593.500000 Penalty: 5400.418945
	Iteration 19Q: 3 clusters Score -7070594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7070611.500000 Penalty: 5400.418945
	Iteration 20F: 3 clusters Score -7070612 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -7070631.500000 Penalty: 5400.418945
	Iteration 21Q: 3 clusters Score -7070632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -7070638.000000 Penalty: 5400.418945
	Iteration 22Q: 3 clusters Score -7070638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7070659.500000 Penalty: 5400.418945
	Iteration 23Q: 3 clusters Score -7070660 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -7070693.000000 Penalty: 5400.418945
	Iteration 24Q: 3 clusters Score -7070693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -7070711.500000 Penalty: 5400.418945
	Iteration 25Q: 3 clusters Score -7070712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -7070723.000000 Penalty: 5400.418945
	Iteration 26Q: 3 clusters Score -7070723 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -7070737.000000 Penalty: 5400.418945
	Iteration 27Q: 3 clusters Score -7070737 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7070741.000000 Penalty: 5400.418945
	Iteration 28Q: 3 clusters Score -7070741 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -7070753.500000 Penalty: 5400.418945
	Iteration 29Q: 3 clusters Score -7070754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7070774.500000 Penalty: 5400.418945
	Iteration 30Q: 3 clusters Score -7070774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7070796.000000 Penalty: 5400.418945
	Iteration 31Q: 3 clusters Score -7070796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7070816.000000 Penalty: 5400.418945
	Iteration 32Q: 3 clusters Score -7070816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -7070831.500000 Penalty: 5400.418945
	Iteration 33Q: 3 clusters Score -7070832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -7070846.500000 Penalty: 5400.418945
	Iteration 34Q: 3 clusters Score -7070846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7070859.000000 Penalty: 5400.418945
	Iteration 35Q: 3 clusters Score -7070859 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -7070858.000000 Penalty: 5400.418945
	Iteration 36Q: 3 clusters Score -7070858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7070866.000000 Penalty: 5400.418945
	Iteration 37Q: 3 clusters Score -7070866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7070878.000000 Penalty: 5400.418945
	Iteration 38Q: 3 clusters Score -7070878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7070883.500000 Penalty: 5400.418945
	Iteration 39Q: 3 clusters Score -7070884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7070872.000000 Penalty: 5400.418945
	Iteration 40F: 3 clusters Score -7070872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7070878.000000 Penalty: 5400.418945
	Iteration 41Q: 3 clusters Score -7070878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7070885.500000 Penalty: 5400.418945
	Iteration 42Q: 3 clusters Score -7070886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7070884.500000 Penalty: 5400.418945
	Iteration 43Q: 3 clusters Score -7070884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7070886.500000 Penalty: 5400.418945
	Iteration 44Q: 3 clusters Score -7070886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -7070895.000000 Penalty: 5400.418945
	Iteration 45Q: 3 clusters Score -7070895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7070883.500000 Penalty: 5400.418945
	Iteration 46Q: 3 clusters Score -7070884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -7070881.500000 Penalty: 5400.418945
	Iteration 47Q: 3 clusters Score -7070882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -7070885.000000 Penalty: 5400.418945
	Iteration 48Q: 3 clusters Score -7070885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7070898.000000 Penalty: 5400.418945
	Iteration 49Q: 3 clusters Score -7070898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -7070904.000000 Penalty: 5400.418945
	Iteration 50Q: 3 clusters Score -7070904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7070897.500000 Penalty: 5400.418945
	Iteration 51Q: 3 clusters Score -7070898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7070898.500000 Penalty: 5400.418945
	Iteration 52Q: 3 clusters Score -7070898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7070903.500000 Penalty: 5400.418945
	Iteration 53Q: 3 clusters Score -7070904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7070913.500000 Penalty: 5400.418945
	Iteration 54Q: 3 clusters Score -7070914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7070911.000000 Penalty: 5400.418945
	Iteration 55Q: 3 clusters Score -7070911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -7070900.000000 Penalty: 5400.418945
	Iteration 56Q: 3 clusters Score -7070900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7070895.000000 Penalty: 5400.418945
	Iteration 57Q: 3 clusters Score -7070895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7070896.500000 Penalty: 5400.418945
	Iteration 58Q: 3 clusters Score -7070896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -7070887.000000 Penalty: 5400.418945
	Iteration 59Q: 3 clusters Score -7070887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7070891.500000 Penalty: 5400.418945
	Iteration 60F: 3 clusters Score -7070892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -7070895.500000 Penalty: 5400.418945
	Iteration 61Q: 3 clusters Score -7070896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -7070892.000000 Penalty: 5400.418945
	Iteration 62Q: 3 clusters Score -7070892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7070911.000000 Penalty: 5400.418945
	Iteration 63Q: 3 clusters Score -7070911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -7070914.500000 Penalty: 5400.418945
	Iteration 64Q: 3 clusters Score -7070914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7070906.500000 Penalty: 5400.418945
	Iteration 65Q: 3 clusters Score -7070906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -7070910.000000 Penalty: 5400.418945
	Iteration 66Q: 3 clusters Score -7070910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7070895.500000 Penalty: 5400.418945
	Iteration 67Q: 3 clusters Score -7070896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7070886.500000 Penalty: 5400.418945
	Iteration 68Q: 3 clusters Score -7070886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7070879.000000 Penalty: 5400.418945
	Iteration 69Q: 3 clusters Score -7070879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7070883.500000 Penalty: 5400.418945
	Iteration 70Q: 3 clusters Score -7070884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7070897.500000 Penalty: 5400.418945
	Iteration 71Q: 3 clusters Score -7070898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7070902.000000 Penalty: 5400.418945
	Iteration 72Q: 3 clusters Score -7070902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7070898.500000 Penalty: 5400.418945
	Iteration 73Q: 3 clusters Score -7070898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7070915.000000 Penalty: 5400.418945
	Iteration 74Q: 3 clusters Score -7070915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7070921.000000 Penalty: 5400.418945
	Iteration 75Q: 3 clusters Score -7070921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -7070923.500000 Penalty: 5400.418945
	Iteration 76Q: 3 clusters Score -7070924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -7070918.000000 Penalty: 5400.418945
	Iteration 77Q: 3 clusters Score -7070918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7070910.000000 Penalty: 5400.418945
	Iteration 78Q: 3 clusters Score -7070910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7070902.500000 Penalty: 5400.418945
	Iteration 79Q: 3 clusters Score -7070902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7070912.000000 Penalty: 5400.418945
	Iteration 80F: 3 clusters Score -7070912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -7070923.000000 Penalty: 5400.418945
	Iteration 81Q: 3 clusters Score -7070923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -7070914.000000 Penalty: 5400.418945
	Iteration 82Q: 3 clusters Score -7070914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7070916.000000 Penalty: 5400.418945
	Iteration 83Q: 3 clusters Score -7070916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7070924.500000 Penalty: 5400.418945
	Iteration 84Q: 3 clusters Score -7070924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -7070922.500000 Penalty: 5400.418945
	Iteration 85Q: 3 clusters Score -7070922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7070936.500000 Penalty: 5400.418945
	Iteration 86Q: 3 clusters Score -7070936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7070933.000000 Penalty: 5400.418945
	Iteration 87Q: 3 clusters Score -7070933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7070936.000000 Penalty: 5400.418945
	Iteration 88Q: 3 clusters Score -7070936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7070928.000000 Penalty: 5400.418945
	Iteration 89Q: 3 clusters Score -7070928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7070937.000000 Penalty: 5400.418945
	Iteration 90Q: 3 clusters Score -7070937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -7070936.500000 Penalty: 5400.418945
	Iteration 91Q: 3 clusters Score -7070936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7070932.000000 Penalty: 5400.418945
	Iteration 92Q: 3 clusters Score -7070932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7070934.500000 Penalty: 5400.418945
	Iteration 93Q: 3 clusters Score -7070934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7070931.500000 Penalty: 5400.418945
	Iteration 94Q: 3 clusters Score -7070932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7070925.000000 Penalty: 5400.418945
	Iteration 95Q: 3 clusters Score -7070925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7070931.500000 Penalty: 5400.418945
	Iteration 96Q: 3 clusters Score -7070932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -7070917.000000 Penalty: 5400.418945
	Iteration 97Q: 3 clusters Score -7070917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7070926.500000 Penalty: 5400.418945
	Iteration 98Q: 3 clusters Score -7070926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7070921.000000 Penalty: 5400.418945
	Iteration 99Q: 3 clusters Score -7070921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7070916.500000 Penalty: 5400.418945
	Iteration 100F: 3 clusters Score -7070916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7070915.500000 Penalty: 5400.418945
	Iteration 101Q: 3 clusters Score -7070916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -7070907.000000 Penalty: 5400.418945
	Iteration 102Q: 3 clusters Score -7070907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -7070914.500000 Penalty: 5400.418945
	Iteration 103Q: 3 clusters Score -7070914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7070907.500000 Penalty: 5400.418945
	Iteration 104Q: 3 clusters Score -7070908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7070898.500000 Penalty: 5400.418945
	Iteration 105Q: 3 clusters Score -7070898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7070908.500000 Penalty: 5400.418945
	Iteration 106Q: 3 clusters Score -7070908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7070904.500000 Penalty: 5400.418945
	Iteration 107Q: 3 clusters Score -7070904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7070904.500000 Penalty: 5400.418945
	Iteration 108F: 3 clusters Score -7070904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1222986.375000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1222986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1215661.625000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1215662 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1217748.375000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1217748 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1218001.750000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1218002 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1218209.500000 Penalty: 4535.841309
	Iteration 3Q: 3 clusters Score -1218210 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1218382.750000 Penalty: 4535.841309
	Iteration 4Q: 3 clusters Score -1218383 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1218564.500000 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -1218564 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1218755.125000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -1218755 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1218962.250000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1218962 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1219146.500000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1219146 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1219319.125000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1219319 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1219511.750000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1219512 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1219727.750000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1219728 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1219922.750000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1219923 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1220072.375000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1220072 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1220197.000000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1220197 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1220321.250000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1220321 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1220438.625000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1220439 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1220528.250000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1220528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1220609.250000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1220609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1220681.875000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1220682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1220740.375000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1220740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1220833.625000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1220834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1220981.000000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1220981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1221093.750000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1221094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1221153.500000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1221154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1221195.000000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1221195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1221213.250000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1221213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1221221.625000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1221222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1221228.625000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1221229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1221234.250000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1221234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1221233.250000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1221233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1221234.750000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1221235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1221234.250000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1221234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1221235.625000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1221236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1221241.375000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1221241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1221242.875000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1221243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1221244.000000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1221244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1221244.500000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1221244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1221246.500000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1221246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1221248.625000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1221249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1221248.625000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1221249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1221248.375000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1221248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1221251.125000 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1221251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1221250.750000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1221251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1221252.625000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1221253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1221252.375000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1221252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1221253.000000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1221253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1221255.000000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -1221255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1221255.000000 Penalty: 4535.841309
	Iteration 48F: 3 clusters Score -1221255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Entering Unmasked Estep 
Score: -1709489.625000 Penalty: 2359.708496
	Iteration 0F: 2 clusters Score -1709490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1699597.375000 Penalty: 4719.416992
	Iteration 0F: 3 clusters Score -1699597 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1703340.250000 Penalty: 4719.416992
	Iteration 1F: 3 clusters Score -1703340 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1704588.125000 Penalty: 4719.416992
	Iteration 2F: 3 clusters Score -1704588 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1706402.625000 Penalty: 4719.416992
	Iteration 3F: 3 clusters Score -1706403 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1708162.125000 Penalty: 4719.416992
	Iteration 4F: 3 clusters Score -1708162 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1709207.000000 Penalty: 4719.416992
	Iteration 5F: 3 clusters Score -1709207 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1709740.625000 Penalty: 4719.416992
	Iteration 6Q: 3 clusters Score -1709741 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1709966.875000 Penalty: 4719.416992
	Iteration 7Q: 3 clusters Score -1709967 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1710076.250000 Penalty: 4719.416992
	Iteration 8Q: 3 clusters Score -1710076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1710120.750000 Penalty: 4719.416992
	Iteration 9Q: 3 clusters Score -1710121 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1710156.750000 Penalty: 4719.416992
	Iteration 10Q: 3 clusters Score -1710157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1710173.375000 Penalty: 4719.416992
	Iteration 11Q: 3 clusters Score -1710173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1710185.375000 Penalty: 4719.416992
	Iteration 12Q: 3 clusters Score -1710185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1710195.500000 Penalty: 4719.416992
	Iteration 13Q: 3 clusters Score -1710196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1710207.750000 Penalty: 4719.416992
	Iteration 14Q: 3 clusters Score -1710208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1710221.000000 Penalty: 4719.416992
	Iteration 15Q: 3 clusters Score -1710221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1710222.250000 Penalty: 4719.416992
	Iteration 16Q: 3 clusters Score -1710222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1710226.750000 Penalty: 4719.416992
	Iteration 17Q: 3 clusters Score -1710227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1710237.625000 Penalty: 4719.416992
	Iteration 18Q: 3 clusters Score -1710238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1710245.500000 Penalty: 4719.416992
	Iteration 19Q: 3 clusters Score -1710246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1710247.875000 Penalty: 4719.416992
	Iteration 20F: 3 clusters Score -1710248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1710252.625000 Penalty: 4719.416992
	Iteration 21Q: 3 clusters Score -1710253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1710253.250000 Penalty: 4719.416992
	Iteration 22Q: 3 clusters Score -1710253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1710254.750000 Penalty: 4719.416992
	Iteration 23Q: 3 clusters Score -1710255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1710259.375000 Penalty: 4719.416992
	Iteration 24Q: 3 clusters Score -1710259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1710257.250000 Penalty: 4719.416992
	Iteration 25Q: 3 clusters Score -1710257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1710263.125000 Penalty: 4719.416992
	Iteration 26Q: 3 clusters Score -1710263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1710264.875000 Penalty: 4719.416992
	Iteration 27Q: 3 clusters Score -1710265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1710268.750000 Penalty: 4719.416992
	Iteration 28Q: 3 clusters Score -1710269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1710266.500000 Penalty: 4719.416992
	Iteration 29Q: 3 clusters Score -1710266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1710269.250000 Penalty: 4719.416992
	Iteration 30Q: 3 clusters Score -1710269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1710267.625000 Penalty: 4719.416992
	Iteration 31Q: 3 clusters Score -1710268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1710268.000000 Penalty: 4719.416992
	Iteration 32Q: 3 clusters Score -1710268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1710264.750000 Penalty: 4719.416992
	Iteration 33Q: 3 clusters Score -1710265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1710266.625000 Penalty: 4719.416992
	Iteration 34Q: 3 clusters Score -1710267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1710266.625000 Penalty: 4719.416992
	Iteration 35F: 3 clusters Score -1710267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 4909 members 
Entering Unmasked Estep 
Score: -111144704.000000 Penalty: 105253.039062
Splitting cluster 17 changes total score from -111103920.000000 to -111144704.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (11729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Entering Unmasked Estep 
Score: -1411946.750000 Penalty: 2323.715332
	Iteration 0F: 2 clusters Score -1411947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1403211.875000 Penalty: 4647.430664
	Iteration 0F: 3 clusters Score -1403212 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1406488.375000 Penalty: 4647.430664
	Iteration 1F: 3 clusters Score -1406488 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1407432.000000 Penalty: 4647.430664
	Iteration 2F: 3 clusters Score -1407432 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1408259.125000 Penalty: 4647.430664
	Iteration 3F: 3 clusters Score -1408259 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1408947.000000 Penalty: 4647.430664
	Iteration 4F: 3 clusters Score -1408947 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1409563.750000 Penalty: 4647.430664
	Iteration 5F: 3 clusters Score -1409564 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1410187.500000 Penalty: 4647.430664
	Iteration 6F: 3 clusters Score -1410188 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1410774.375000 Penalty: 4647.430664
	Iteration 7Q: 3 clusters Score -1410774 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1411284.750000 Penalty: 4647.430664
	Iteration 8Q: 3 clusters Score -1411285 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1411703.000000 Penalty: 4647.430664
	Iteration 9Q: 3 clusters Score -1411703 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1412086.250000 Penalty: 4647.430664
	Iteration 10Q: 3 clusters Score -1412086 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1412446.875000 Penalty: 4647.430664
	Iteration 11Q: 3 clusters Score -1412447 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1412671.250000 Penalty: 4647.430664
	Iteration 12Q: 3 clusters Score -1412671 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1412817.375000 Penalty: 4647.430664
	Iteration 13Q: 3 clusters Score -1412817 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1412891.375000 Penalty: 4647.430664
	Iteration 14Q: 3 clusters Score -1412891 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1412919.875000 Penalty: 4647.430664
	Iteration 15Q: 3 clusters Score -1412920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1412940.375000 Penalty: 4647.430664
	Iteration 16Q: 3 clusters Score -1412940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1412951.125000 Penalty: 4647.430664
	Iteration 17Q: 3 clusters Score -1412951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1412954.875000 Penalty: 4647.430664
	Iteration 18Q: 3 clusters Score -1412955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1412958.750000 Penalty: 4647.430664
	Iteration 19Q: 3 clusters Score -1412959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1412962.625000 Penalty: 4647.430664
	Iteration 20F: 3 clusters Score -1412963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1412968.500000 Penalty: 4647.430664
	Iteration 21Q: 3 clusters Score -1412968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1412971.250000 Penalty: 4647.430664
	Iteration 22Q: 3 clusters Score -1412971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1412974.125000 Penalty: 4647.430664
	Iteration 23Q: 3 clusters Score -1412974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1412972.250000 Penalty: 4647.430664
	Iteration 24Q: 3 clusters Score -1412972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1412972.125000 Penalty: 4647.430664
	Iteration 25Q: 3 clusters Score -1412972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1412973.625000 Penalty: 4647.430664
	Iteration 26Q: 3 clusters Score -1412974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1412973.875000 Penalty: 4647.430664
	Iteration 27Q: 3 clusters Score -1412974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1412973.375000 Penalty: 4647.430664
	Iteration 28Q: 3 clusters Score -1412973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1412974.500000 Penalty: 4647.430664
	Iteration 29Q: 3 clusters Score -1412974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1412975.625000 Penalty: 4647.430664
	Iteration 30Q: 3 clusters Score -1412976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1412974.375000 Penalty: 4647.430664
	Iteration 31Q: 3 clusters Score -1412974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1412974.375000 Penalty: 4647.430664
	Iteration 32F: 3 clusters Score -1412974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 4909 members 
Mstep: Class 32 contains 6943 members 
Entering Unmasked Estep 
Score: -111144376.000000 Penalty: 108648.296875
Splitting cluster 18 changes total score from -111103920.000000 to -111144376.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (165586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Entering Unmasked Estep 
Score: -21685064.000000 Penalty: 2980.277100
	Iteration 0F: 2 clusters Score -2.168506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -21574156.000000 Penalty: 5960.554199
	Iteration 0F: 3 clusters Score -2.157416e+07 nChanged 79209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -21620332.000000 Penalty: 5960.554199
	Iteration 1F: 3 clusters Score -2.162033e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 86091 members 
Entering Unmasked Estep 
Score: -21621304.000000 Penalty: 5960.554199
	Iteration 2Q: 3 clusters Score -2.16213e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -21622686.000000 Penalty: 5960.554199
	Iteration 3Q: 3 clusters Score -2.162269e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -21624250.000000 Penalty: 5960.554199
	Iteration 4Q: 3 clusters Score -2.162425e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -21626500.000000 Penalty: 5960.554199
	Iteration 5Q: 3 clusters Score -2.16265e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -21630038.000000 Penalty: 5960.554199
	Iteration 6Q: 3 clusters Score -2.163004e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -21635090.000000 Penalty: 5960.554199
	Iteration 7F: 3 clusters Score -2.163509e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -21642166.000000 Penalty: 5960.554199
	Iteration 8F: 3 clusters Score -2.164217e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 122651 members 
Entering Unmasked Estep 
Score: -21650306.000000 Penalty: 5960.554199
	Iteration 9F: 3 clusters Score -2.165031e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -21657452.000000 Penalty: 5960.554199
	Iteration 10F: 3 clusters Score -2.165745e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 137214 members 
Entering Unmasked Estep 
Score: -21663278.000000 Penalty: 5960.554199
	Iteration 11Q: 3 clusters Score -2.166328e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 142417 members 
Entering Unmasked Estep 
Score: -21667392.000000 Penalty: 5960.554199
	Iteration 12Q: 3 clusters Score -2.166739e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -21670442.000000 Penalty: 5960.554199
	Iteration 13Q: 3 clusters Score -2.167044e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -21672982.000000 Penalty: 5960.554199
	Iteration 14Q: 3 clusters Score -2.167298e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 154086 members 
Entering Unmasked Estep 
Score: -21675338.000000 Penalty: 5960.554199
	Iteration 15Q: 3 clusters Score -2.167534e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -21677416.000000 Penalty: 5960.554199
	Iteration 16Q: 3 clusters Score -2.167742e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -21679286.000000 Penalty: 5960.554199
	Iteration 17Q: 3 clusters Score -2.167929e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -21680472.000000 Penalty: 5960.554199
	Iteration 18Q: 3 clusters Score -2.168047e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -21681342.000000 Penalty: 5960.554199
	Iteration 19Q: 3 clusters Score -2.168134e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -21681886.000000 Penalty: 5960.554199
	Iteration 20F: 3 clusters Score -2.168189e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -21682210.000000 Penalty: 5960.554199
	Iteration 21Q: 3 clusters Score -2.168221e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -21682448.000000 Penalty: 5960.554199
	Iteration 22Q: 3 clusters Score -2.168245e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -21682620.000000 Penalty: 5960.554199
	Iteration 23Q: 3 clusters Score -2.168262e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -21682748.000000 Penalty: 5960.554199
	Iteration 24Q: 3 clusters Score -2.168275e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -21682874.000000 Penalty: 5960.554199
	Iteration 25Q: 3 clusters Score -2.168287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 164459 members 
Entering Unmasked Estep 
Score: -21682966.000000 Penalty: 5960.554199
	Iteration 26Q: 3 clusters Score -2.168297e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -21683028.000000 Penalty: 5960.554199
	Iteration 27Q: 3 clusters Score -2.168303e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -21683080.000000 Penalty: 5960.554199
	Iteration 28Q: 3 clusters Score -2.168308e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -21683120.000000 Penalty: 5960.554199
	Iteration 29Q: 3 clusters Score -2.168312e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -21683158.000000 Penalty: 5960.554199
	Iteration 30Q: 3 clusters Score -2.168316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 164539 members 
Entering Unmasked Estep 
Score: -21683146.000000 Penalty: 5960.554199
	Iteration 31Q: 3 clusters Score -2.168315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -21683148.000000 Penalty: 5960.554199
	Iteration 32Q: 3 clusters Score -2.168315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -21683128.000000 Penalty: 5960.554199
	Iteration 33Q: 3 clusters Score -2.168313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -21683132.000000 Penalty: 5960.554199
	Iteration 34Q: 3 clusters Score -2.168313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -21683156.000000 Penalty: 5960.554199
	Iteration 35Q: 3 clusters Score -2.168316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -21683156.000000 Penalty: 5960.554199
	Iteration 36Q: 3 clusters Score -2.168316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 164525 members 
Entering Unmasked Estep 
Score: -21683168.000000 Penalty: 5960.554199
	Iteration 37Q: 3 clusters Score -2.168317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -21683174.000000 Penalty: 5960.554199
	Iteration 38Q: 3 clusters Score -2.168317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -21683170.000000 Penalty: 5960.554199
	Iteration 39Q: 3 clusters Score -2.168317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -21683198.000000 Penalty: 5960.554199
	Iteration 40F: 3 clusters Score -2.16832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -21683190.000000 Penalty: 5960.554199
	Iteration 41Q: 3 clusters Score -2.168319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -21683216.000000 Penalty: 5960.554199
	Iteration 42Q: 3 clusters Score -2.168322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -21683222.000000 Penalty: 5960.554199
	Iteration 43Q: 3 clusters Score -2.168322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -21683214.000000 Penalty: 5960.554199
	Iteration 44Q: 3 clusters Score -2.168321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -21683218.000000 Penalty: 5960.554199
	Iteration 45Q: 3 clusters Score -2.168322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -21683208.000000 Penalty: 5960.554199
	Iteration 46Q: 3 clusters Score -2.168321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21683218.000000 Penalty: 5960.554199
	Iteration 47Q: 3 clusters Score -2.168322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21683214.000000 Penalty: 5960.554199
	Iteration 48Q: 3 clusters Score -2.168321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21683214.000000 Penalty: 5960.554199
	Iteration 49Q: 3 clusters Score -2.168321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21683226.000000 Penalty: 5960.554199
	Iteration 50Q: 3 clusters Score -2.168323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -21683214.000000 Penalty: 5960.554199
	Iteration 51Q: 3 clusters Score -2.168321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -21683202.000000 Penalty: 5960.554199
	Iteration 52Q: 3 clusters Score -2.16832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -21683202.000000 Penalty: 5960.554199
	Iteration 53F: 3 clusters Score -2.16832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Entering Unmasked Estep 
Score: -2340295.000000 Penalty: 2451.307617
	Iteration 0F: 2 clusters Score -2340295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2326689.500000 Penalty: 4902.615234
	Iteration 0F: 3 clusters Score -2326690 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2332921.500000 Penalty: 4902.615234
	Iteration 1F: 3 clusters Score -2332922 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2336709.250000 Penalty: 4902.615234
	Iteration 2F: 3 clusters Score -2336709 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2340363.250000 Penalty: 4902.615234
	Iteration 3F: 3 clusters Score -2340363 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2342305.500000 Penalty: 4902.615234
	Iteration 4F: 3 clusters Score -2342306 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2343182.000000 Penalty: 4902.615234
	Iteration 5F: 3 clusters Score -2343182 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2343633.500000 Penalty: 4902.615234
	Iteration 6Q: 3 clusters Score -2343634 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2343921.500000 Penalty: 4902.615234
	Iteration 7Q: 3 clusters Score -2343922 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2344138.250000 Penalty: 4902.615234
	Iteration 8Q: 3 clusters Score -2344138 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2344302.500000 Penalty: 4902.615234
	Iteration 9Q: 3 clusters Score -2344302 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2344422.250000 Penalty: 4902.615234
	Iteration 10Q: 3 clusters Score -2344422 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2344512.250000 Penalty: 4902.615234
	Iteration 11Q: 3 clusters Score -2344512 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2344604.750000 Penalty: 4902.615234
	Iteration 12Q: 3 clusters Score -2344605 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2344659.500000 Penalty: 4902.615234
	Iteration 13Q: 3 clusters Score -2344660 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2344707.000000 Penalty: 4902.615234
	Iteration 14Q: 3 clusters Score -2344707 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2344735.250000 Penalty: 4902.615234
	Iteration 15Q: 3 clusters Score -2344735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2344767.500000 Penalty: 4902.615234
	Iteration 16Q: 3 clusters Score -2344768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2344795.500000 Penalty: 4902.615234
	Iteration 17Q: 3 clusters Score -2344796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2344818.250000 Penalty: 4902.615234
	Iteration 18Q: 3 clusters Score -2344818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2344830.500000 Penalty: 4902.615234
	Iteration 19Q: 3 clusters Score -2344830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2344860.250000 Penalty: 4902.615234
	Iteration 20F: 3 clusters Score -2344860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2344868.250000 Penalty: 4902.615234
	Iteration 21Q: 3 clusters Score -2344868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2344893.500000 Penalty: 4902.615234
	Iteration 22Q: 3 clusters Score -2344894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2344905.000000 Penalty: 4902.615234
	Iteration 23Q: 3 clusters Score -2344905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2344910.250000 Penalty: 4902.615234
	Iteration 24Q: 3 clusters Score -2344910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2344916.250000 Penalty: 4902.615234
	Iteration 25Q: 3 clusters Score -2344916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2344921.750000 Penalty: 4902.615234
	Iteration 26Q: 3 clusters Score -2344922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2344926.000000 Penalty: 4902.615234
	Iteration 27Q: 3 clusters Score -2344926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2344931.750000 Penalty: 4902.615234
	Iteration 28Q: 3 clusters Score -2344932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2344940.250000 Penalty: 4902.615234
	Iteration 29Q: 3 clusters Score -2344940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2344933.750000 Penalty: 4902.615234
	Iteration 30Q: 3 clusters Score -2344934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2344934.750000 Penalty: 4902.615234
	Iteration 31Q: 3 clusters Score -2344935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2344936.750000 Penalty: 4902.615234
	Iteration 32Q: 3 clusters Score -2344937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2344939.000000 Penalty: 4902.615234
	Iteration 33Q: 3 clusters Score -2344939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2344939.000000 Penalty: 4902.615234
	Iteration 34F: 3 clusters Score -2344939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 14615 members 
Mstep: Class 22 contains 202220 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 4909 members 
Mstep: Class 32 contains 6943 members 
Mstep: Class 33 contains 5005 members 
Entering Unmasked Estep 
Score: -111147976.000000 Penalty: 112043.554688
Splitting cluster 21 changes total score from -111103920.000000 to -111147976.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (202220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202220 members 
Entering Unmasked Estep 
Score: -26163486.000000 Penalty: 3029.843750
	Iteration 0F: 2 clusters Score -2.616349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -26031126.000000 Penalty: 6059.687500
	Iteration 0F: 3 clusters Score -2.603113e+07 nChanged 97118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -26089506.000000 Penalty: 6059.687500
	Iteration 1F: 3 clusters Score -2.608951e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -26092360.000000 Penalty: 6059.687500
	Iteration 2Q: 3 clusters Score -2.609236e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -26097318.000000 Penalty: 6059.687500
	Iteration 3Q: 3 clusters Score -2.609732e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -26105806.000000 Penalty: 6059.687500
	Iteration 4F: 3 clusters Score -2.610581e+07 nChanged 15059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -26118240.000000 Penalty: 6059.687500
	Iteration 5F: 3 clusters Score -2.611824e+07 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 123974 members 
Entering Unmasked Estep 
Score: -26136164.000000 Penalty: 6059.687500
	Iteration 6F: 3 clusters Score -2.613616e+07 nChanged 16738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -26156374.000000 Penalty: 6059.687500
	Iteration 7F: 3 clusters Score -2.615637e+07 nChanged 14904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -26178042.000000 Penalty: 6059.687500
	Iteration 8F: 3 clusters Score -2.617804e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -26201106.000000 Penalty: 6059.687500
	Iteration 9F: 3 clusters Score -2.620111e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 120398 members 
Entering Unmasked Estep 
Score: -26216122.000000 Penalty: 6059.687500
	Iteration 10Q: 3 clusters Score -2.621612e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -26220176.000000 Penalty: 6059.687500
	Iteration 11Q: 3 clusters Score -2.622018e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -26220808.000000 Penalty: 6059.687500
	Iteration 12Q: 3 clusters Score -2.622081e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -26220944.000000 Penalty: 6059.687500
	Iteration 13Q: 3 clusters Score -2.622094e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -26220986.000000 Penalty: 6059.687500
	Iteration 14Q: 3 clusters Score -2.622099e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -26220966.000000 Penalty: 6059.687500
	Iteration 15Q: 3 clusters Score -2.622097e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84851 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -26220946.000000 Penalty: 6059.687500
	Iteration 16Q: 3 clusters Score -2.622095e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 117304 members 
Entering Unmasked Estep 
Score: -26220964.000000 Penalty: 6059.687500
	Iteration 17Q: 3 clusters Score -2.622096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -26220986.000000 Penalty: 6059.687500
	Iteration 18Q: 3 clusters Score -2.622099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -26220984.000000 Penalty: 6059.687500
	Iteration 19Q: 3 clusters Score -2.622098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -26221012.000000 Penalty: 6059.687500
	Iteration 20F: 3 clusters Score -2.622101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -26221006.000000 Penalty: 6059.687500
	Iteration 21Q: 3 clusters Score -2.622101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -26221012.000000 Penalty: 6059.687500
	Iteration 22Q: 3 clusters Score -2.622101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 117157 members 
Entering Unmasked Estep 
Score: -26221010.000000 Penalty: 6059.687500
	Iteration 23Q: 3 clusters Score -2.622101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 117153 members 
Entering Unmasked Estep 
Score: -26221006.000000 Penalty: 6059.687500
	Iteration 24Q: 3 clusters Score -2.622101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 117150 members 
Entering Unmasked Estep 
Score: -26221000.000000 Penalty: 6059.687500
	Iteration 25Q: 3 clusters Score -2.6221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -26221004.000000 Penalty: 6059.687500
	Iteration 26Q: 3 clusters Score -2.6221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -26221016.000000 Penalty: 6059.687500
	Iteration 27Q: 3 clusters Score -2.622102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -26221020.000000 Penalty: 6059.687500
	Iteration 28Q: 3 clusters Score -2.622102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -26221010.000000 Penalty: 6059.687500
	Iteration 29Q: 3 clusters Score -2.622101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -26221026.000000 Penalty: 6059.687500
	Iteration 30Q: 3 clusters Score -2.622103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -26221006.000000 Penalty: 6059.687500
	Iteration 31Q: 3 clusters Score -2.622101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -26221012.000000 Penalty: 6059.687500
	Iteration 32Q: 3 clusters Score -2.622101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -26221012.000000 Penalty: 6059.687500
	Iteration 33F: 3 clusters Score -2.622101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 14615 members 
Mstep: Class 22 contains 85090 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 35804 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 4909 members 
Mstep: Class 32 contains 6943 members 
Mstep: Class 33 contains 5005 members 
Mstep: Class 34 contains 117130 members 
Entering Unmasked Estep 
Score: -111206432.000000 Penalty: 115438.812500
Splitting cluster 22 changes total score from -111103920.000000 to -111206432.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (22635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Entering Unmasked Estep 
Score: -2701446.250000 Penalty: 2486.758545
	Iteration 0F: 2 clusters Score -2701446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2685764.000000 Penalty: 4973.517090
	Iteration 0F: 3 clusters Score -2685764 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2691858.250000 Penalty: 4973.517090
	Iteration 1F: 3 clusters Score -2691858 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2693211.000000 Penalty: 4973.517090
	Iteration 2F: 3 clusters Score -2693211 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2694812.750000 Penalty: 4973.517090
	Iteration 3F: 3 clusters Score -2694813 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2696376.500000 Penalty: 4973.517090
	Iteration 4F: 3 clusters Score -2696376 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2697564.000000 Penalty: 4973.517090
	Iteration 5F: 3 clusters Score -2697564 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2698349.000000 Penalty: 4973.517090
	Iteration 6F: 3 clusters Score -2698349 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2698866.000000 Penalty: 4973.517090
	Iteration 7Q: 3 clusters Score -2698866 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2699301.250000 Penalty: 4973.517090
	Iteration 8Q: 3 clusters Score -2699301 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2699603.250000 Penalty: 4973.517090
	Iteration 9Q: 3 clusters Score -2699603 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2699839.000000 Penalty: 4973.517090
	Iteration 10Q: 3 clusters Score -2699839 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2700004.250000 Penalty: 4973.517090
	Iteration 11Q: 3 clusters Score -2700004 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2700139.000000 Penalty: 4973.517090
	Iteration 12Q: 3 clusters Score -2700139 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2700240.750000 Penalty: 4973.517090
	Iteration 13Q: 3 clusters Score -2700241 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2700338.250000 Penalty: 4973.517090
	Iteration 14Q: 3 clusters Score -2700338 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2700411.500000 Penalty: 4973.517090
	Iteration 15Q: 3 clusters Score -2700412 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2700469.750000 Penalty: 4973.517090
	Iteration 16Q: 3 clusters Score -2700470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2700548.500000 Penalty: 4973.517090
	Iteration 17Q: 3 clusters Score -2700548 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2700607.750000 Penalty: 4973.517090
	Iteration 18Q: 3 clusters Score -2700608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2700674.500000 Penalty: 4973.517090
	Iteration 19Q: 3 clusters Score -2700674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2700740.500000 Penalty: 4973.517090
	Iteration 20F: 3 clusters Score -2700740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2700793.500000 Penalty: 4973.517090
	Iteration 21Q: 3 clusters Score -2700794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2700834.500000 Penalty: 4973.517090
	Iteration 22Q: 3 clusters Score -2700834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2700885.250000 Penalty: 4973.517090
	Iteration 23Q: 3 clusters Score -2700885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2700902.750000 Penalty: 4973.517090
	Iteration 24Q: 3 clusters Score -2700903 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2700922.750000 Penalty: 4973.517090
	Iteration 25Q: 3 clusters Score -2700923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2700937.750000 Penalty: 4973.517090
	Iteration 26Q: 3 clusters Score -2700938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2700951.750000 Penalty: 4973.517090
	Iteration 27Q: 3 clusters Score -2700952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2700963.750000 Penalty: 4973.517090
	Iteration 28Q: 3 clusters Score -2700964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2700989.750000 Penalty: 4973.517090
	Iteration 29Q: 3 clusters Score -2700990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2701017.750000 Penalty: 4973.517090
	Iteration 30Q: 3 clusters Score -2701018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2701031.750000 Penalty: 4973.517090
	Iteration 31Q: 3 clusters Score -2701032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2701052.500000 Penalty: 4973.517090
	Iteration 32Q: 3 clusters Score -2701052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2701078.250000 Penalty: 4973.517090
	Iteration 33Q: 3 clusters Score -2701078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2701093.500000 Penalty: 4973.517090
	Iteration 34Q: 3 clusters Score -2701094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2701114.250000 Penalty: 4973.517090
	Iteration 35Q: 3 clusters Score -2701114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2701132.500000 Penalty: 4973.517090
	Iteration 36Q: 3 clusters Score -2701132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2701138.250000 Penalty: 4973.517090
	Iteration 37Q: 3 clusters Score -2701138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2701144.750000 Penalty: 4973.517090
	Iteration 38Q: 3 clusters Score -2701145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2701144.750000 Penalty: 4973.517090
	Iteration 39Q: 3 clusters Score -2701145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2701152.500000 Penalty: 4973.517090
	Iteration 40F: 3 clusters Score -2701152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2701156.500000 Penalty: 4973.517090
	Iteration 41Q: 3 clusters Score -2701156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2701150.750000 Penalty: 4973.517090
	Iteration 42Q: 3 clusters Score -2701151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2701158.750000 Penalty: 4973.517090
	Iteration 43Q: 3 clusters Score -2701159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2701166.250000 Penalty: 4973.517090
	Iteration 44Q: 3 clusters Score -2701166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2701166.000000 Penalty: 4973.517090
	Iteration 45Q: 3 clusters Score -2701166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2701178.500000 Penalty: 4973.517090
	Iteration 46Q: 3 clusters Score -2701178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2701184.000000 Penalty: 4973.517090
	Iteration 47Q: 3 clusters Score -2701184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2701194.750000 Penalty: 4973.517090
	Iteration 48Q: 3 clusters Score -2701195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2701202.750000 Penalty: 4973.517090
	Iteration 49Q: 3 clusters Score -2701203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2701208.000000 Penalty: 4973.517090
	Iteration 50Q: 3 clusters Score -2701208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2701206.250000 Penalty: 4973.517090
	Iteration 51Q: 3 clusters Score -2701206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2701205.500000 Penalty: 4973.517090
	Iteration 52Q: 3 clusters Score -2701206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2701211.500000 Penalty: 4973.517090
	Iteration 53Q: 3 clusters Score -2701212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2701218.000000 Penalty: 4973.517090
	Iteration 54Q: 3 clusters Score -2701218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2701217.500000 Penalty: 4973.517090
	Iteration 55Q: 3 clusters Score -2701218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2701219.000000 Penalty: 4973.517090
	Iteration 56Q: 3 clusters Score -2701219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2701231.750000 Penalty: 4973.517090
	Iteration 57Q: 3 clusters Score -2701232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2701229.500000 Penalty: 4973.517090
	Iteration 58Q: 3 clusters Score -2701230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2701237.250000 Penalty: 4973.517090
	Iteration 59Q: 3 clusters Score -2701237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2701233.750000 Penalty: 4973.517090
	Iteration 60F: 3 clusters Score -2701234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2701242.250000 Penalty: 4973.517090
	Iteration 61Q: 3 clusters Score -2701242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2701238.250000 Penalty: 4973.517090
	Iteration 62Q: 3 clusters Score -2701238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2701240.750000 Penalty: 4973.517090
	Iteration 63Q: 3 clusters Score -2701241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2701245.250000 Penalty: 4973.517090
	Iteration 64Q: 3 clusters Score -2701245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2701243.750000 Penalty: 4973.517090
	Iteration 65Q: 3 clusters Score -2701244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2701244.250000 Penalty: 4973.517090
	Iteration 66Q: 3 clusters Score -2701244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2701245.250000 Penalty: 4973.517090
	Iteration 67Q: 3 clusters Score -2701245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2701242.250000 Penalty: 4973.517090
	Iteration 68Q: 3 clusters Score -2701242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2701240.000000 Penalty: 4973.517090
	Iteration 69Q: 3 clusters Score -2701240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2701241.750000 Penalty: 4973.517090
	Iteration 70Q: 3 clusters Score -2701242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2701244.750000 Penalty: 4973.517090
	Iteration 71Q: 3 clusters Score -2701245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2701248.750000 Penalty: 4973.517090
	Iteration 72Q: 3 clusters Score -2701249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2701254.500000 Penalty: 4973.517090
	Iteration 73Q: 3 clusters Score -2701254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2701261.500000 Penalty: 4973.517090
	Iteration 74Q: 3 clusters Score -2701262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2701278.500000 Penalty: 4973.517090
	Iteration 75Q: 3 clusters Score -2701278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2701289.500000 Penalty: 4973.517090
	Iteration 76Q: 3 clusters Score -2701290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2701303.000000 Penalty: 4973.517090
	Iteration 77Q: 3 clusters Score -2701303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2701325.500000 Penalty: 4973.517090
	Iteration 78Q: 3 clusters Score -2701326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2701348.500000 Penalty: 4973.517090
	Iteration 79Q: 3 clusters Score -2701348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2701353.500000 Penalty: 4973.517090
	Iteration 80F: 3 clusters Score -2701354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2701360.750000 Penalty: 4973.517090
	Iteration 81Q: 3 clusters Score -2701361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2701375.000000 Penalty: 4973.517090
	Iteration 82Q: 3 clusters Score -2701375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2701377.750000 Penalty: 4973.517090
	Iteration 83Q: 3 clusters Score -2701378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2701378.000000 Penalty: 4973.517090
	Iteration 84Q: 3 clusters Score -2701378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2701380.750000 Penalty: 4973.517090
	Iteration 85Q: 3 clusters Score -2701381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2701382.000000 Penalty: 4973.517090
	Iteration 86Q: 3 clusters Score -2701382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2701390.500000 Penalty: 4973.517090
	Iteration 87Q: 3 clusters Score -2701390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2701402.000000 Penalty: 4973.517090
	Iteration 88Q: 3 clusters Score -2701402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2701402.500000 Penalty: 4973.517090
	Iteration 89Q: 3 clusters Score -2701402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2701400.000000 Penalty: 4973.517090
	Iteration 90Q: 3 clusters Score -2701400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2701400.500000 Penalty: 4973.517090
	Iteration 91Q: 3 clusters Score -2701400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2701399.500000 Penalty: 4973.517090
	Iteration 92Q: 3 clusters Score -2701400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2701401.250000 Penalty: 4973.517090
	Iteration 93Q: 3 clusters Score -2701401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2701400.250000 Penalty: 4973.517090
	Iteration 94Q: 3 clusters Score -2701400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2701402.750000 Penalty: 4973.517090
	Iteration 95Q: 3 clusters Score -2701403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2701402.500000 Penalty: 4973.517090
	Iteration 96Q: 3 clusters Score -2701402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2701406.250000 Penalty: 4973.517090
	Iteration 97Q: 3 clusters Score -2701406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2701403.000000 Penalty: 4973.517090
	Iteration 98Q: 3 clusters Score -2701403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2701400.250000 Penalty: 4973.517090
	Iteration 99Q: 3 clusters Score -2701400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2701401.500000 Penalty: 4973.517090
	Iteration 100F: 3 clusters Score -2701402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Entering Unmasked Estep 
Score: -1280119.875000 Penalty: 2278.850342
	Iteration 0F: 2 clusters Score -1280120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1272632.375000 Penalty: 4557.700684
	Iteration 0F: 3 clusters Score -1272632 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1274924.875000 Penalty: 4557.700684
	Iteration 1F: 3 clusters Score -1274925 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1275387.625000 Penalty: 4557.700684
	Iteration 2F: 3 clusters Score -1275388 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1275941.750000 Penalty: 4557.700684
	Iteration 3F: 3 clusters Score -1275942 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1276668.375000 Penalty: 4557.700684
	Iteration 4F: 3 clusters Score -1276668 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1277567.750000 Penalty: 4557.700684
	Iteration 5F: 3 clusters Score -1277568 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1278356.000000 Penalty: 4557.700684
	Iteration 6F: 3 clusters Score -1278356 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1278933.875000 Penalty: 4557.700684
	Iteration 7F: 3 clusters Score -1278934 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1279245.750000 Penalty: 4557.700684
	Iteration 8Q: 3 clusters Score -1279246 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1279448.000000 Penalty: 4557.700684
	Iteration 9Q: 3 clusters Score -1279448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1279537.000000 Penalty: 4557.700684
	Iteration 10Q: 3 clusters Score -1279537 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1279601.750000 Penalty: 4557.700684
	Iteration 11Q: 3 clusters Score -1279602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1279656.375000 Penalty: 4557.700684
	Iteration 12Q: 3 clusters Score -1279656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1279696.250000 Penalty: 4557.700684
	Iteration 13Q: 3 clusters Score -1279696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1279727.750000 Penalty: 4557.700684
	Iteration 14Q: 3 clusters Score -1279728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1279756.750000 Penalty: 4557.700684
	Iteration 15Q: 3 clusters Score -1279757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1279789.750000 Penalty: 4557.700684
	Iteration 16Q: 3 clusters Score -1279790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1279811.500000 Penalty: 4557.700684
	Iteration 17Q: 3 clusters Score -1279812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1279817.750000 Penalty: 4557.700684
	Iteration 18Q: 3 clusters Score -1279818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1279825.500000 Penalty: 4557.700684
	Iteration 19Q: 3 clusters Score -1279826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1279826.875000 Penalty: 4557.700684
	Iteration 20F: 3 clusters Score -1279827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1279828.250000 Penalty: 4557.700684
	Iteration 21Q: 3 clusters Score -1279828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1279828.625000 Penalty: 4557.700684
	Iteration 22Q: 3 clusters Score -1279829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1279828.375000 Penalty: 4557.700684
	Iteration 23Q: 3 clusters Score -1279828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1279829.000000 Penalty: 4557.700684
	Iteration 24Q: 3 clusters Score -1279829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1279829.000000 Penalty: 4557.700684
	Iteration 25F: 3 clusters Score -1279829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 80381 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 20 contains 165586 members 
Mstep: Class 21 contains 14615 members 
Mstep: Class 22 contains 85090 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 9788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222128.000000 Penalty: 115438.812500
Iteration 39Q: 35 clusters Score -1.112221e+08 nChanged 22951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 1569 members 
Mstep: Class 4 contains 29833 members 
Mstep: Class 5 contains 6115 members 
Mstep: Class 6 contains 43965 members 
Mstep: Class 7 contains 5207 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 7858 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 27678 members 
Mstep: Class 12 contains 82230 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 53434 members 
Mstep: Class 16 contains 9786 members 
Mstep: Class 17 contains 8658 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 4870 members 
Mstep: Class 20 contains 169948 members 
Mstep: Class 21 contains 14611 members 
Mstep: Class 22 contains 85298 members 
Mstep: Class 23 contains 22414 members 
Mstep: Class 24 contains 9879 members 
Mstep: Class 25 contains 32045 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 7383 members 
Mstep: Class 28 contains 6708 members 
Mstep: Class 29 contains 9741 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 4953 members 
Mstep: Class 32 contains 6499 members 
Mstep: Class 33 contains 4996 members 
Mstep: Class 34 contains 113638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235336.000000 Penalty: 115438.812500
Iteration 40F: 35 clusters Score -1.112353e+08 nChanged 18657
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2040 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 29287 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 43695 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 7462 members 
Mstep: Class 10 contains 51287 members 
Mstep: Class 11 contains 27392 members 
Mstep: Class 12 contains 82674 members 
Mstep: Class 13 contains 15563 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 53153 members 
Mstep: Class 16 contains 10116 members 
Mstep: Class 17 contains 8650 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 4811 members 
Mstep: Class 20 contains 168801 members 
Mstep: Class 21 contains 14611 members 
Mstep: Class 22 contains 85025 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 9763 members 
Mstep: Class 25 contains 30869 members 
Mstep: Class 26 contains 3032 members 
Mstep: Class 27 contains 7384 members 
Mstep: Class 28 contains 7059 members 
Mstep: Class 29 contains 10468 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 7048 members 
Mstep: Class 33 contains 5003 members 
Mstep: Class 34 contains 115252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240824.000000 Penalty: 115438.812500
Iteration 41Q: 35 clusters Score -1.112408e+08 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 29115 members 
Mstep: Class 5 contains 6687 members 
Mstep: Class 6 contains 43668 members 
Mstep: Class 7 contains 5209 members 
Mstep: Class 8 contains 10000 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 51248 members 
Mstep: Class 11 contains 27194 members 
Mstep: Class 12 contains 83166 members 
Mstep: Class 13 contains 15790 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 52952 members 
Mstep: Class 16 contains 10403 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 4739 members 
Mstep: Class 20 contains 168179 members 
Mstep: Class 21 contains 14614 members 
Mstep: Class 22 contains 84865 members 
Mstep: Class 23 contains 22123 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 29789 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 7366 members 
Mstep: Class 28 contains 7270 members 
Mstep: Class 29 contains 10876 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 4967 members 
Mstep: Class 32 contains 7285 members 
Mstep: Class 33 contains 4998 members 
Mstep: Class 34 contains 115753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242960.000000 Penalty: 115438.812500
Iteration 42Q: 35 clusters Score -1.11243e+08 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 29002 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 43755 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 9985 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 51230 members 
Mstep: Class 11 contains 27029 members 
Mstep: Class 12 contains 83716 members 
Mstep: Class 13 contains 15964 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 52799 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 4706 members 
Mstep: Class 20 contains 167711 members 
Mstep: Class 21 contains 14623 members 
Mstep: Class 22 contains 84760 members 
Mstep: Class 23 contains 22107 members 
Mstep: Class 24 contains 9647 members 
Mstep: Class 25 contains 28826 members 
Mstep: Class 26 contains 3235 members 
Mstep: Class 27 contains 7343 members 
Mstep: Class 28 contains 7390 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 4918 members 
Mstep: Class 32 contains 7427 members 
Mstep: Class 33 contains 4989 members 
Mstep: Class 34 contains 115990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244072.000000 Penalty: 115438.812500
Iteration 43Q: 35 clusters Score -1.112441e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 28966 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 43867 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 10 contains 51228 members 
Mstep: Class 11 contains 26876 members 
Mstep: Class 12 contains 84178 members 
Mstep: Class 13 contains 16097 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 52685 members 
Mstep: Class 16 contains 10842 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 20 contains 167375 members 
Mstep: Class 21 contains 14628 members 
Mstep: Class 22 contains 84673 members 
Mstep: Class 23 contains 22112 members 
Mstep: Class 24 contains 9602 members 
Mstep: Class 25 contains 28045 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 7495 members 
Mstep: Class 29 contains 11252 members 
Mstep: Class 30 contains 2065 members 
Mstep: Class 31 contains 4859 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 4984 members 
Mstep: Class 34 contains 116078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111244792.000000 Penalty: 115438.812500
Iteration 44Q: 35 clusters Score -1.112448e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 28989 members 
Mstep: Class 5 contains 7114 members 
Mstep: Class 6 contains 44012 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 51225 members 
Mstep: Class 11 contains 26755 members 
Mstep: Class 12 contains 84587 members 
Mstep: Class 13 contains 16218 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 52600 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 4681 members 
Mstep: Class 20 contains 167108 members 
Mstep: Class 21 contains 14629 members 
Mstep: Class 22 contains 84606 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 27356 members 
Mstep: Class 26 contains 3380 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 7565 members 
Mstep: Class 29 contains 11317 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 7610 members 
Mstep: Class 33 contains 4985 members 
Mstep: Class 34 contains 116092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245256.000000 Penalty: 115438.812500
Iteration 45Q: 35 clusters Score -1.112453e+08 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 29039 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 44156 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 51229 members 
Mstep: Class 11 contains 26644 members 
Mstep: Class 12 contains 84932 members 
Mstep: Class 13 contains 16309 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 52553 members 
Mstep: Class 16 contains 11162 members 
Mstep: Class 17 contains 8996 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4679 members 
Mstep: Class 20 contains 166960 members 
Mstep: Class 21 contains 14630 members 
Mstep: Class 22 contains 84549 members 
Mstep: Class 23 contains 22159 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 26790 members 
Mstep: Class 26 contains 3419 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 7608 members 
Mstep: Class 29 contains 11357 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 4715 members 
Mstep: Class 32 contains 7643 members 
Mstep: Class 33 contains 4982 members 
Mstep: Class 34 contains 116035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111245840.000000 Penalty: 115438.812500
Iteration 46Q: 35 clusters Score -1.112458e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 29122 members 
Mstep: Class 5 contains 7189 members 
Mstep: Class 6 contains 44319 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 51229 members 
Mstep: Class 11 contains 26566 members 
Mstep: Class 12 contains 85218 members 
Mstep: Class 13 contains 16415 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 52517 members 
Mstep: Class 16 contains 11281 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 4685 members 
Mstep: Class 20 contains 166851 members 
Mstep: Class 21 contains 14632 members 
Mstep: Class 22 contains 84488 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 9539 members 
Mstep: Class 25 contains 26281 members 
Mstep: Class 26 contains 3456 members 
Mstep: Class 27 contains 7291 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 11372 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 4638 members 
Mstep: Class 32 contains 7676 members 
Mstep: Class 33 contains 4982 members 
Mstep: Class 34 contains 115954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246112.000000 Penalty: 115438.812500
Iteration 47Q: 35 clusters Score -1.112461e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 2049 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 29202 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 44493 members 
Mstep: Class 7 contains 5264 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 10 contains 51233 members 
Mstep: Class 11 contains 26491 members 
Mstep: Class 12 contains 85502 members 
Mstep: Class 13 contains 16513 members 
Mstep: Class 14 contains 1424 members 
Mstep: Class 15 contains 52488 members 
Mstep: Class 16 contains 11393 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 4697 members 
Mstep: Class 20 contains 166749 members 
Mstep: Class 21 contains 14633 members 
Mstep: Class 22 contains 84414 members 
Mstep: Class 23 contains 22160 members 
Mstep: Class 24 contains 9537 members 
Mstep: Class 25 contains 25830 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 11381 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 4565 members 
Mstep: Class 32 contains 7685 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 115862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246184.000000 Penalty: 115438.812500
Iteration 48Q: 35 clusters Score -1.112462e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 2039 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 29269 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 44677 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 7162 members 
Mstep: Class 10 contains 51249 members 
Mstep: Class 11 contains 26421 members 
Mstep: Class 12 contains 85764 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 15 contains 52474 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 9251 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 4715 members 
Mstep: Class 20 contains 166653 members 
Mstep: Class 21 contains 14634 members 
Mstep: Class 22 contains 84373 members 
Mstep: Class 23 contains 22163 members 
Mstep: Class 24 contains 9539 members 
Mstep: Class 25 contains 25413 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 7544 members 
Mstep: Class 29 contains 11386 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 4499 members 
Mstep: Class 32 contains 7687 members 
Mstep: Class 33 contains 4979 members 
Mstep: Class 34 contains 115788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246472.000000 Penalty: 115438.812500
Iteration 49Q: 35 clusters Score -1.112465e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 2037 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 29368 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 44824 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 9951 members 
Mstep: Class 9 contains 7153 members 
Mstep: Class 10 contains 51254 members 
Mstep: Class 11 contains 26375 members 
Mstep: Class 12 contains 85993 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 1419 members 
Mstep: Class 15 contains 52458 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 17 contains 9331 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 4738 members 
Mstep: Class 20 contains 166572 members 
Mstep: Class 21 contains 14634 members 
Mstep: Class 22 contains 84342 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 9539 members 
Mstep: Class 25 contains 25052 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 7272 members 
Mstep: Class 28 contains 7495 members 
Mstep: Class 29 contains 11392 members 
Mstep: Class 30 contains 2076 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 7711 members 
Mstep: Class 33 contains 4977 members 
Mstep: Class 34 contains 115696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246568.000000 Penalty: 115438.812500
Iteration 50Q: 35 clusters Score -1.112466e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 44961 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 7148 members 
Mstep: Class 10 contains 51259 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 86207 members 
Mstep: Class 13 contains 16732 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 52457 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 17 contains 9404 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 4757 members 
Mstep: Class 20 contains 166499 members 
Mstep: Class 21 contains 14635 members 
Mstep: Class 22 contains 84297 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 9539 members 
Mstep: Class 25 contains 24718 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 7463 members 
Mstep: Class 29 contains 11398 members 
Mstep: Class 30 contains 2082 members 
Mstep: Class 31 contains 4376 members 
Mstep: Class 32 contains 7718 members 
Mstep: Class 33 contains 4975 members 
Mstep: Class 34 contains 115608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246800.000000 Penalty: 115438.812500
Iteration 51Q: 35 clusters Score -1.112468e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 29535 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 45095 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 7141 members 
Mstep: Class 10 contains 51267 members 
Mstep: Class 11 contains 26283 members 
Mstep: Class 12 contains 86398 members 
Mstep: Class 13 contains 16780 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 52461 members 
Mstep: Class 16 contains 11635 members 
Mstep: Class 17 contains 9482 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 4776 members 
Mstep: Class 20 contains 166454 members 
Mstep: Class 21 contains 14635 members 
Mstep: Class 22 contains 84253 members 
Mstep: Class 23 contains 22171 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 24404 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 7412 members 
Mstep: Class 29 contains 11409 members 
Mstep: Class 30 contains 2092 members 
Mstep: Class 31 contains 4314 members 
Mstep: Class 32 contains 7734 members 
Mstep: Class 33 contains 4973 members 
Mstep: Class 34 contains 115536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246840.000000 Penalty: 115438.812500
Iteration 52Q: 35 clusters Score -1.112468e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1999 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 29601 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 45236 members 
Mstep: Class 7 contains 5329 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 51281 members 
Mstep: Class 11 contains 26238 members 
Mstep: Class 12 contains 86597 members 
Mstep: Class 13 contains 16836 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 52460 members 
Mstep: Class 16 contains 11702 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 4788 members 
Mstep: Class 20 contains 166425 members 
Mstep: Class 21 contains 14635 members 
Mstep: Class 22 contains 84217 members 
Mstep: Class 23 contains 22180 members 
Mstep: Class 24 contains 9523 members 
Mstep: Class 25 contains 24046 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 7362 members 
Mstep: Class 29 contains 11416 members 
Mstep: Class 30 contains 2110 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 4969 members 
Mstep: Class 34 contains 115468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246952.000000 Penalty: 115438.812500
Iteration 53Q: 35 clusters Score -1.11247e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 29681 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 45384 members 
Mstep: Class 7 contains 5334 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 51291 members 
Mstep: Class 11 contains 26195 members 
Mstep: Class 12 contains 86778 members 
Mstep: Class 13 contains 16894 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 52458 members 
Mstep: Class 16 contains 11754 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 4809 members 
Mstep: Class 20 contains 166364 members 
Mstep: Class 21 contains 14640 members 
Mstep: Class 22 contains 84184 members 
Mstep: Class 23 contains 22187 members 
Mstep: Class 24 contains 9522 members 
Mstep: Class 25 contains 23734 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 11421 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 4202 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 4961 members 
Mstep: Class 34 contains 115398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246776.000000 Penalty: 115438.812500
Iteration 54Q: 35 clusters Score -1.112468e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 29767 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 45535 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9939 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 51304 members 
Mstep: Class 11 contains 26144 members 
Mstep: Class 12 contains 86951 members 
Mstep: Class 13 contains 16937 members 
Mstep: Class 14 contains 1331 members 
Mstep: Class 15 contains 52459 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 17 contains 9669 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 4826 members 
Mstep: Class 20 contains 166318 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 84152 members 
Mstep: Class 23 contains 22200 members 
Mstep: Class 24 contains 9522 members 
Mstep: Class 25 contains 23412 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 7260 members 
Mstep: Class 28 contains 7215 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 4156 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 4955 members 
Mstep: Class 34 contains 115334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247256.000000 Penalty: 115438.812500
Iteration 55Q: 35 clusters Score -1.112473e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 29836 members 
Mstep: Class 5 contains 7303 members 
Mstep: Class 6 contains 45681 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 9939 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 51330 members 
Mstep: Class 11 contains 26084 members 
Mstep: Class 12 contains 87141 members 
Mstep: Class 13 contains 16992 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 52446 members 
Mstep: Class 16 contains 11863 members 
Mstep: Class 17 contains 9741 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 166274 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 84137 members 
Mstep: Class 23 contains 22221 members 
Mstep: Class 24 contains 9522 members 
Mstep: Class 25 contains 23103 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 7118 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 4095 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 4950 members 
Mstep: Class 34 contains 115275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247400.000000 Penalty: 115438.812500
Iteration 56Q: 35 clusters Score -1.112474e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1930 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 29885 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 45827 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7119 members 
Mstep: Class 10 contains 51354 members 
Mstep: Class 11 contains 26028 members 
Mstep: Class 12 contains 87334 members 
Mstep: Class 13 contains 17038 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 52446 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 9812 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 166238 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 84111 members 
Mstep: Class 23 contains 22247 members 
Mstep: Class 24 contains 9518 members 
Mstep: Class 25 contains 22830 members 
Mstep: Class 26 contains 3611 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 7021 members 
Mstep: Class 29 contains 11428 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 4032 members 
Mstep: Class 32 contains 7800 members 
Mstep: Class 33 contains 4946 members 
Mstep: Class 34 contains 115230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247552.000000 Penalty: 115438.812500
Iteration 57Q: 35 clusters Score -1.112476e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 29946 members 
Mstep: Class 5 contains 7331 members 
Mstep: Class 6 contains 45970 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 51378 members 
Mstep: Class 11 contains 25965 members 
Mstep: Class 12 contains 87508 members 
Mstep: Class 13 contains 17087 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 52447 members 
Mstep: Class 16 contains 11954 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 4897 members 
Mstep: Class 20 contains 166189 members 
Mstep: Class 21 contains 14651 members 
Mstep: Class 22 contains 84083 members 
Mstep: Class 23 contains 22276 members 
Mstep: Class 24 contains 9518 members 
Mstep: Class 25 contains 22532 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 6935 members 
Mstep: Class 29 contains 11434 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 3981 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 4940 members 
Mstep: Class 34 contains 115181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247448.000000 Penalty: 115438.812500
Iteration 58Q: 35 clusters Score -1.112474e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 29990 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 46102 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 51402 members 
Mstep: Class 11 contains 25909 members 
Mstep: Class 12 contains 87672 members 
Mstep: Class 13 contains 17134 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52451 members 
Mstep: Class 16 contains 11991 members 
Mstep: Class 17 contains 9928 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 166152 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 84060 members 
Mstep: Class 23 contains 22301 members 
Mstep: Class 24 contains 9520 members 
Mstep: Class 25 contains 22284 members 
Mstep: Class 26 contains 3637 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 11431 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 3935 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 4934 members 
Mstep: Class 34 contains 115124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247560.000000 Penalty: 115438.812500
Iteration 59Q: 35 clusters Score -1.112476e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 30040 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 46206 members 
Mstep: Class 7 contains 5354 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 51444 members 
Mstep: Class 11 contains 25840 members 
Mstep: Class 12 contains 87847 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52455 members 
Mstep: Class 16 contains 12025 members 
Mstep: Class 17 contains 9983 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 166121 members 
Mstep: Class 21 contains 14653 members 
Mstep: Class 22 contains 84041 members 
Mstep: Class 23 contains 22316 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 22047 members 
Mstep: Class 26 contains 3646 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 11429 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 3887 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 4931 members 
Mstep: Class 34 contains 115051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247760.000000 Penalty: 115438.812500
Iteration 60F: 35 clusters Score -1.112478e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 46306 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 51484 members 
Mstep: Class 11 contains 25771 members 
Mstep: Class 12 contains 88024 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52459 members 
Mstep: Class 16 contains 12067 members 
Mstep: Class 17 contains 10036 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 5040 members 
Mstep: Class 20 contains 166097 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 84019 members 
Mstep: Class 23 contains 22329 members 
Mstep: Class 24 contains 9515 members 
Mstep: Class 25 contains 21783 members 
Mstep: Class 26 contains 3656 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 11431 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 3841 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 4932 members 
Mstep: Class 34 contains 114971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247728.000000 Penalty: 115438.812500
Iteration 61Q: 35 clusters Score -1.112477e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 30143 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 46408 members 
Mstep: Class 7 contains 5358 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 51538 members 
Mstep: Class 11 contains 25694 members 
Mstep: Class 12 contains 88173 members 
Mstep: Class 13 contains 17271 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52464 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 166076 members 
Mstep: Class 21 contains 14653 members 
Mstep: Class 22 contains 84004 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 9520 members 
Mstep: Class 25 contains 21552 members 
Mstep: Class 26 contains 3667 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 6562 members 
Mstep: Class 29 contains 11428 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 3803 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 4930 members 
Mstep: Class 34 contains 114898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247672.000000 Penalty: 115438.812500
Iteration 62Q: 35 clusters Score -1.112477e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 30194 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 46497 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 51584 members 
Mstep: Class 11 contains 25624 members 
Mstep: Class 12 contains 88347 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52465 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 166051 members 
Mstep: Class 21 contains 14654 members 
Mstep: Class 22 contains 83982 members 
Mstep: Class 23 contains 22353 members 
Mstep: Class 24 contains 9523 members 
Mstep: Class 25 contains 21299 members 
Mstep: Class 26 contains 3675 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 6491 members 
Mstep: Class 29 contains 11431 members 
Mstep: Class 30 contains 2173 members 
Mstep: Class 31 contains 3771 members 
Mstep: Class 32 contains 7803 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 114835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111247968.000000 Penalty: 115438.812500
Iteration 63Q: 35 clusters Score -1.11248e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30231 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 46595 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7142 members 
Mstep: Class 10 contains 51633 members 
Mstep: Class 11 contains 25540 members 
Mstep: Class 12 contains 88533 members 
Mstep: Class 13 contains 17340 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52468 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 10150 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 166019 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 83966 members 
Mstep: Class 23 contains 22380 members 
Mstep: Class 24 contains 9528 members 
Mstep: Class 25 contains 21024 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 11432 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 3744 members 
Mstep: Class 32 contains 7804 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 114785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248176.000000 Penalty: 115438.812500
Iteration 64Q: 35 clusters Score -1.112482e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 46688 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7140 members 
Mstep: Class 10 contains 51687 members 
Mstep: Class 11 contains 25457 members 
Mstep: Class 12 contains 88682 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52470 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 5171 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 165984 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83950 members 
Mstep: Class 23 contains 22401 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 20786 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6345 members 
Mstep: Class 29 contains 11435 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 114732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248328.000000 Penalty: 115438.812500
Iteration 65Q: 35 clusters Score -1.112483e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1748 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 46756 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 51748 members 
Mstep: Class 11 contains 25365 members 
Mstep: Class 12 contains 88829 members 
Mstep: Class 13 contains 17390 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52478 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 10200 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 165958 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83930 members 
Mstep: Class 23 contains 22415 members 
Mstep: Class 24 contains 9528 members 
Mstep: Class 25 contains 20596 members 
Mstep: Class 26 contains 3701 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 11436 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3703 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 114690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248440.000000 Penalty: 115438.812500
Iteration 66Q: 35 clusters Score -1.112484e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 30321 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 46820 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 51823 members 
Mstep: Class 11 contains 25263 members 
Mstep: Class 12 contains 88959 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52481 members 
Mstep: Class 16 contains 12268 members 
Mstep: Class 17 contains 10220 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 165925 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83913 members 
Mstep: Class 23 contains 22432 members 
Mstep: Class 24 contains 9528 members 
Mstep: Class 25 contains 20436 members 
Mstep: Class 26 contains 3707 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6204 members 
Mstep: Class 29 contains 11438 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 3686 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 4928 members 
Mstep: Class 34 contains 114645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248440.000000 Penalty: 115438.812500
Iteration 67Q: 35 clusters Score -1.112484e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1736 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 30346 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 5369 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 7133 members 
Mstep: Class 10 contains 51874 members 
Mstep: Class 11 contains 25179 members 
Mstep: Class 12 contains 89102 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52485 members 
Mstep: Class 16 contains 12313 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 5133 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 165895 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83892 members 
Mstep: Class 23 contains 22461 members 
Mstep: Class 24 contains 9532 members 
Mstep: Class 25 contains 20253 members 
Mstep: Class 26 contains 3716 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6139 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 3680 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 4928 members 
Mstep: Class 34 contains 114594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248488.000000 Penalty: 115438.812500
Iteration 68Q: 35 clusters Score -1.112485e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 30389 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 6 contains 46901 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 51923 members 
Mstep: Class 11 contains 25101 members 
Mstep: Class 12 contains 89216 members 
Mstep: Class 13 contains 17462 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 52491 members 
Mstep: Class 16 contains 12348 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 165860 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83879 members 
Mstep: Class 23 contains 22484 members 
Mstep: Class 24 contains 9537 members 
Mstep: Class 25 contains 20085 members 
Mstep: Class 26 contains 3722 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6082 members 
Mstep: Class 29 contains 11438 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 7789 members 
Mstep: Class 33 contains 4928 members 
Mstep: Class 34 contains 114536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111248880.000000 Penalty: 115438.812500
Iteration 69Q: 35 clusters Score -1.112489e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 30411 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 6 contains 46944 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 51980 members 
Mstep: Class 11 contains 25022 members 
Mstep: Class 12 contains 89352 members 
Mstep: Class 13 contains 17493 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 52493 members 
Mstep: Class 16 contains 12372 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 5102 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 165817 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83865 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 9540 members 
Mstep: Class 25 contains 19930 members 
Mstep: Class 26 contains 3732 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 6027 members 
Mstep: Class 29 contains 11435 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 3667 members 
Mstep: Class 32 contains 7786 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 114485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249328.000000 Penalty: 115438.812500
Iteration 70Q: 35 clusters Score -1.112493e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1709 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 30412 members 
Mstep: Class 5 contains 7608 members 
Mstep: Class 6 contains 46986 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7132 members 
Mstep: Class 10 contains 52039 members 
Mstep: Class 11 contains 24950 members 
Mstep: Class 12 contains 89502 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 52498 members 
Mstep: Class 16 contains 12396 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 165776 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83855 members 
Mstep: Class 23 contains 22513 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 19758 members 
Mstep: Class 26 contains 3747 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 11433 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 114431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249232.000000 Penalty: 115438.812500
Iteration 71Q: 35 clusters Score -1.112492e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1698 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30421 members 
Mstep: Class 5 contains 7629 members 
Mstep: Class 6 contains 47012 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 52098 members 
Mstep: Class 11 contains 24875 members 
Mstep: Class 12 contains 89624 members 
Mstep: Class 13 contains 17534 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12419 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 5073 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 165717 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83842 members 
Mstep: Class 23 contains 22537 members 
Mstep: Class 24 contains 9552 members 
Mstep: Class 25 contains 19631 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 11432 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 3656 members 
Mstep: Class 32 contains 7798 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 114387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249344.000000 Penalty: 115438.812500
Iteration 72Q: 35 clusters Score -1.112493e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 30437 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 47040 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 52153 members 
Mstep: Class 11 contains 24809 members 
Mstep: Class 12 contains 89722 members 
Mstep: Class 13 contains 17558 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 5071 members 
Mstep: Class 19 contains 5780 members 
Mstep: Class 20 contains 165679 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83838 members 
Mstep: Class 23 contains 22551 members 
Mstep: Class 24 contains 9558 members 
Mstep: Class 25 contains 19503 members 
Mstep: Class 26 contains 3769 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5883 members 
Mstep: Class 29 contains 11431 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 4923 members 
Mstep: Class 34 contains 114325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249344.000000 Penalty: 115438.812500
Iteration 73Q: 35 clusters Score -1.112493e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 30448 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 47065 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7144 members 
Mstep: Class 10 contains 52205 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 89814 members 
Mstep: Class 13 contains 17565 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 52507 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 10259 members 
Mstep: Class 18 contains 5069 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 165635 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83831 members 
Mstep: Class 23 contains 22559 members 
Mstep: Class 24 contains 9558 members 
Mstep: Class 25 contains 19402 members 
Mstep: Class 26 contains 3775 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 11429 members 
Mstep: Class 30 contains 2173 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 4922 members 
Mstep: Class 34 contains 114278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249544.000000 Penalty: 115438.812500
Iteration 74Q: 35 clusters Score -1.112495e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1686 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 30461 members 
Mstep: Class 5 contains 7679 members 
Mstep: Class 6 contains 47073 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7144 members 
Mstep: Class 10 contains 52258 members 
Mstep: Class 11 contains 24674 members 
Mstep: Class 12 contains 89919 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 52501 members 
Mstep: Class 16 contains 12476 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 165597 members 
Mstep: Class 21 contains 14651 members 
Mstep: Class 22 contains 83823 members 
Mstep: Class 23 contains 22569 members 
Mstep: Class 24 contains 9561 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 3783 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5796 members 
Mstep: Class 29 contains 11426 members 
Mstep: Class 30 contains 2173 members 
Mstep: Class 31 contains 3653 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 4920 members 
Mstep: Class 34 contains 114232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249560.000000 Penalty: 115438.812500
Iteration 75Q: 35 clusters Score -1.112496e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 30459 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 47085 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 52302 members 
Mstep: Class 11 contains 24607 members 
Mstep: Class 12 contains 89992 members 
Mstep: Class 13 contains 17571 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 52498 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 10265 members 
Mstep: Class 18 contains 5056 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 20 contains 165564 members 
Mstep: Class 21 contains 14653 members 
Mstep: Class 22 contains 83818 members 
Mstep: Class 23 contains 22592 members 
Mstep: Class 24 contains 9564 members 
Mstep: Class 25 contains 19253 members 
Mstep: Class 26 contains 3786 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5745 members 
Mstep: Class 29 contains 11425 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3652 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 4918 members 
Mstep: Class 34 contains 114191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249880.000000 Penalty: 115438.812500
Iteration 76Q: 35 clusters Score -1.112499e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30467 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 47094 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7154 members 
Mstep: Class 10 contains 52337 members 
Mstep: Class 11 contains 24549 members 
Mstep: Class 12 contains 90061 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 52495 members 
Mstep: Class 16 contains 12525 members 
Mstep: Class 17 contains 10268 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 165530 members 
Mstep: Class 21 contains 14655 members 
Mstep: Class 22 contains 83800 members 
Mstep: Class 23 contains 22621 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 19177 members 
Mstep: Class 26 contains 3787 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5690 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3649 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 4916 members 
Mstep: Class 34 contains 114160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249952.000000 Penalty: 115438.812500
Iteration 77Q: 35 clusters Score -1.1125e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30495 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 47104 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7156 members 
Mstep: Class 10 contains 52378 members 
Mstep: Class 11 contains 24486 members 
Mstep: Class 12 contains 90123 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 52497 members 
Mstep: Class 16 contains 12538 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 6123 members 
Mstep: Class 20 contains 165499 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83780 members 
Mstep: Class 23 contains 22645 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 19127 members 
Mstep: Class 26 contains 3790 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 3647 members 
Mstep: Class 32 contains 7780 members 
Mstep: Class 33 contains 4915 members 
Mstep: Class 34 contains 114124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111249936.000000 Penalty: 115438.812500
Iteration 78Q: 35 clusters Score -1.112499e+08 nChanged 618
Entering ConstructFrom: 
Score: -111249936.000000 Penalty: 115438.812500
Entering ConstructFrom: 
Trying to split cluster 1 (22838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Entering Unmasked Estep 
Score: -2939418.500000 Penalty: 2488.972900
	Iteration 0F: 2 clusters Score -2939418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2923475.500000 Penalty: 4977.945801
	Iteration 0F: 3 clusters Score -2923476 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2928961.250000 Penalty: 4977.945801
	Iteration 1F: 3 clusters Score -2928961 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2929631.500000 Penalty: 4977.945801
	Iteration 2F: 3 clusters Score -2929632 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2930609.250000 Penalty: 4977.945801
	Iteration 3F: 3 clusters Score -2930609 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2931967.250000 Penalty: 4977.945801
	Iteration 4F: 3 clusters Score -2931967 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2933454.250000 Penalty: 4977.945801
	Iteration 5F: 3 clusters Score -2933454 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2934825.750000 Penalty: 4977.945801
	Iteration 6F: 3 clusters Score -2934826 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2935992.500000 Penalty: 4977.945801
	Iteration 7F: 3 clusters Score -2935992 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2936921.500000 Penalty: 4977.945801
	Iteration 8F: 3 clusters Score -2936922 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2937599.750000 Penalty: 4977.945801
	Iteration 9Q: 3 clusters Score -2937600 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2938130.250000 Penalty: 4977.945801
	Iteration 10Q: 3 clusters Score -2938130 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2938577.750000 Penalty: 4977.945801
	Iteration 11Q: 3 clusters Score -2938578 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2938890.750000 Penalty: 4977.945801
	Iteration 12Q: 3 clusters Score -2938891 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2939121.750000 Penalty: 4977.945801
	Iteration 13Q: 3 clusters Score -2939122 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2939270.750000 Penalty: 4977.945801
	Iteration 14Q: 3 clusters Score -2939271 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2939367.000000 Penalty: 4977.945801
	Iteration 15Q: 3 clusters Score -2939367 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2939426.500000 Penalty: 4977.945801
	Iteration 16Q: 3 clusters Score -2939426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2939460.000000 Penalty: 4977.945801
	Iteration 17Q: 3 clusters Score -2939460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2939478.250000 Penalty: 4977.945801
	Iteration 18Q: 3 clusters Score -2939478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2939485.250000 Penalty: 4977.945801
	Iteration 19Q: 3 clusters Score -2939485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2939496.750000 Penalty: 4977.945801
	Iteration 20F: 3 clusters Score -2939497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2939496.250000 Penalty: 4977.945801
	Iteration 21Q: 3 clusters Score -2939496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2939492.000000 Penalty: 4977.945801
	Iteration 22Q: 3 clusters Score -2939492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2939502.500000 Penalty: 4977.945801
	Iteration 23Q: 3 clusters Score -2939502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2939505.750000 Penalty: 4977.945801
	Iteration 24Q: 3 clusters Score -2939506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2939508.500000 Penalty: 4977.945801
	Iteration 25Q: 3 clusters Score -2939508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2939509.250000 Penalty: 4977.945801
	Iteration 26Q: 3 clusters Score -2939509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2939506.000000 Penalty: 4977.945801
	Iteration 27Q: 3 clusters Score -2939506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2939504.750000 Penalty: 4977.945801
	Iteration 28Q: 3 clusters Score -2939505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2939506.000000 Penalty: 4977.945801
	Iteration 29Q: 3 clusters Score -2939506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2939507.750000 Penalty: 4977.945801
	Iteration 30Q: 3 clusters Score -2939508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2939506.250000 Penalty: 4977.945801
	Iteration 31Q: 3 clusters Score -2939506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2939506.750000 Penalty: 4977.945801
	Iteration 32Q: 3 clusters Score -2939507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2939509.250000 Penalty: 4977.945801
	Iteration 33Q: 3 clusters Score -2939509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2939508.250000 Penalty: 4977.945801
	Iteration 34Q: 3 clusters Score -2939508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2939513.750000 Penalty: 4977.945801
	Iteration 35Q: 3 clusters Score -2939514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2939515.500000 Penalty: 4977.945801
	Iteration 36Q: 3 clusters Score -2939516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2939510.750000 Penalty: 4977.945801
	Iteration 37Q: 3 clusters Score -2939511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2939513.500000 Penalty: 4977.945801
	Iteration 38Q: 3 clusters Score -2939514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2939514.250000 Penalty: 4977.945801
	Iteration 39Q: 3 clusters Score -2939514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2939513.750000 Penalty: 4977.945801
	Iteration 40F: 3 clusters Score -2939514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2939515.750000 Penalty: 4977.945801
	Iteration 41Q: 3 clusters Score -2939516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2939515.750000 Penalty: 4977.945801
	Iteration 42F: 3 clusters Score -2939516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 21356 members 
Entering Unmasked Estep 
Score: -111249056.000000 Penalty: 118834.070312
Splitting cluster 1 changes total score from -111249936.000000 to -111249056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -179456.234375 Penalty: 1840.303589
	Iteration 0F: 2 clusters Score -179456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -177144.875000 Penalty: 3680.607178
	Iteration 0F: 3 clusters Score -177144.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177834.843750 Penalty: 3680.607178
	Iteration 1F: 3 clusters Score -177834.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -178147.328125 Penalty: 3680.607178
	Iteration 2F: 3 clusters Score -178147.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -178414.093750 Penalty: 3680.607178
	Iteration 3F: 3 clusters Score -178414.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -178703.156250 Penalty: 3680.607178
	Iteration 4F: 3 clusters Score -178703.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -178903.718750 Penalty: 3680.607178
	Iteration 5Q: 3 clusters Score -178903.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -179039.937500 Penalty: 3680.607178
	Iteration 6Q: 3 clusters Score -179039.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -179139.968750 Penalty: 3680.607178
	Iteration 7Q: 3 clusters Score -179140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -179214.359375 Penalty: 3680.607178
	Iteration 8Q: 3 clusters Score -179214.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179251.859375 Penalty: 3680.607178
	Iteration 9Q: 3 clusters Score -179251.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -179282.203125 Penalty: 3680.607178
	Iteration 10Q: 3 clusters Score -179282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -179291.828125 Penalty: 3680.607178
	Iteration 11Q: 3 clusters Score -179291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -179293.296875 Penalty: 3680.607178
	Iteration 12Q: 3 clusters Score -179293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -179293.718750 Penalty: 3680.607178
	Iteration 13Q: 3 clusters Score -179293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -179295.828125 Penalty: 3680.607178
	Iteration 14Q: 3 clusters Score -179295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -179296.187500 Penalty: 3680.607178
	Iteration 15Q: 3 clusters Score -179296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -179297.328125 Penalty: 3680.607178
	Iteration 16Q: 3 clusters Score -179297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -179297.328125 Penalty: 3680.607178
	Iteration 17F: 3 clusters Score -179297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -201240.609375 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -201240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198854.937500 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -198854.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -200058.687500 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -200058.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -200415.031250 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -200415 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -200570.359375 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -200570.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -200674.968750 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -200675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -200743.609375 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -200743.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -200795.375000 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -200795.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -200867.406250 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -200867.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -200951.406250 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -200951.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201020.187500 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -201020.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -201084.484375 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -201084.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201124.093750 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -201124.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -201171.609375 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -201171.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201226.343750 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -201226.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -201265.593750 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -201265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -201292.546875 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -201292.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -201308.484375 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -201308.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -201325.921875 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -201325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -201341.828125 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -201341.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -201353.281250 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -201353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -201362.562500 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -201362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201375.218750 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -201375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -201377.859375 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -201377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -201381.656250 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -201381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -201386.109375 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -201386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -201390.640625 Penalty: 3724.358398
	Iteration 25Q: 3 clusters Score -201390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -201394.046875 Penalty: 3724.358398
	Iteration 26Q: 3 clusters Score -201394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -201400.203125 Penalty: 3724.358398
	Iteration 27Q: 3 clusters Score -201400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -201401.750000 Penalty: 3724.358398
	Iteration 28Q: 3 clusters Score -201401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -201401.750000 Penalty: 3724.358398
	Iteration 29F: 3 clusters Score -201401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 749 members 
Entering Unmasked Estep 
Score: -111248816.000000 Penalty: 118834.070312
Splitting cluster 3 changes total score from -111249936.000000 to -111248816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Entering Unmasked Estep 
Score: -3716005.000000 Penalty: 2560.882080
	Iteration 0F: 2 clusters Score -3716005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3695061.000000 Penalty: 5121.764160
	Iteration 0F: 3 clusters Score -3695061 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3702754.750000 Penalty: 5121.764160
	Iteration 1F: 3 clusters Score -3702755 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3703473.250000 Penalty: 5121.764160
	Iteration 2F: 3 clusters Score -3703473 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3704221.000000 Penalty: 5121.764160
	Iteration 3F: 3 clusters Score -3704221 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3705070.250000 Penalty: 5121.764160
	Iteration 4F: 3 clusters Score -3705070 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3706043.500000 Penalty: 5121.764160
	Iteration 5F: 3 clusters Score -3706044 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3707252.750000 Penalty: 5121.764160
	Iteration 6F: 3 clusters Score -3707253 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3708702.000000 Penalty: 5121.764160
	Iteration 7F: 3 clusters Score -3708702 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3710339.000000 Penalty: 5121.764160
	Iteration 8F: 3 clusters Score -3710339 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3711776.500000 Penalty: 5121.764160
	Iteration 9F: 3 clusters Score -3711776 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3712854.750000 Penalty: 5121.764160
	Iteration 10Q: 3 clusters Score -3712855 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3713538.500000 Penalty: 5121.764160
	Iteration 11Q: 3 clusters Score -3713538 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3713953.500000 Penalty: 5121.764160
	Iteration 12Q: 3 clusters Score -3713954 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3714155.000000 Penalty: 5121.764160
	Iteration 13Q: 3 clusters Score -3714155 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3714309.500000 Penalty: 5121.764160
	Iteration 14Q: 3 clusters Score -3714310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3714395.750000 Penalty: 5121.764160
	Iteration 15Q: 3 clusters Score -3714396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3714444.500000 Penalty: 5121.764160
	Iteration 16Q: 3 clusters Score -3714444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3714481.500000 Penalty: 5121.764160
	Iteration 17Q: 3 clusters Score -3714482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3714516.000000 Penalty: 5121.764160
	Iteration 18Q: 3 clusters Score -3714516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3714541.000000 Penalty: 5121.764160
	Iteration 19Q: 3 clusters Score -3714541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3714561.750000 Penalty: 5121.764160
	Iteration 20F: 3 clusters Score -3714562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3714576.250000 Penalty: 5121.764160
	Iteration 21Q: 3 clusters Score -3714576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3714588.000000 Penalty: 5121.764160
	Iteration 22Q: 3 clusters Score -3714588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3714601.250000 Penalty: 5121.764160
	Iteration 23Q: 3 clusters Score -3714601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3714614.750000 Penalty: 5121.764160
	Iteration 24Q: 3 clusters Score -3714615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3714626.500000 Penalty: 5121.764160
	Iteration 25Q: 3 clusters Score -3714626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3714629.000000 Penalty: 5121.764160
	Iteration 26Q: 3 clusters Score -3714629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3714626.750000 Penalty: 5121.764160
	Iteration 27Q: 3 clusters Score -3714627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3714637.750000 Penalty: 5121.764160
	Iteration 28Q: 3 clusters Score -3714638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3714635.000000 Penalty: 5121.764160
	Iteration 29Q: 3 clusters Score -3714635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3714640.500000 Penalty: 5121.764160
	Iteration 30Q: 3 clusters Score -3714640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3714644.000000 Penalty: 5121.764160
	Iteration 31Q: 3 clusters Score -3714644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3714648.250000 Penalty: 5121.764160
	Iteration 32Q: 3 clusters Score -3714648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3714653.750000 Penalty: 5121.764160
	Iteration 33Q: 3 clusters Score -3714654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3714656.000000 Penalty: 5121.764160
	Iteration 34Q: 3 clusters Score -3714656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3714656.250000 Penalty: 5121.764160
	Iteration 35Q: 3 clusters Score -3714656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3714662.500000 Penalty: 5121.764160
	Iteration 36Q: 3 clusters Score -3714662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3714673.750000 Penalty: 5121.764160
	Iteration 37Q: 3 clusters Score -3714674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3714678.000000 Penalty: 5121.764160
	Iteration 38Q: 3 clusters Score -3714678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3714689.250000 Penalty: 5121.764160
	Iteration 39Q: 3 clusters Score -3714689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3714692.250000 Penalty: 5121.764160
	Iteration 40F: 3 clusters Score -3714692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3714690.250000 Penalty: 5121.764160
	Iteration 41Q: 3 clusters Score -3714690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3714690.000000 Penalty: 5121.764160
	Iteration 42Q: 3 clusters Score -3714690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3714695.500000 Penalty: 5121.764160
	Iteration 43Q: 3 clusters Score -3714696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3714694.000000 Penalty: 5121.764160
	Iteration 44Q: 3 clusters Score -3714694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3714696.500000 Penalty: 5121.764160
	Iteration 45Q: 3 clusters Score -3714696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3714695.250000 Penalty: 5121.764160
	Iteration 46Q: 3 clusters Score -3714695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3714696.500000 Penalty: 5121.764160
	Iteration 47Q: 3 clusters Score -3714696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3714697.250000 Penalty: 5121.764160
	Iteration 48Q: 3 clusters Score -3714697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3714697.500000 Penalty: 5121.764160
	Iteration 49Q: 3 clusters Score -3714698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3714698.750000 Penalty: 5121.764160
	Iteration 50Q: 3 clusters Score -3714699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3714699.500000 Penalty: 5121.764160
	Iteration 51Q: 3 clusters Score -3714700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3714699.500000 Penalty: 5121.764160
	Iteration 52F: 3 clusters Score -3714700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -1014094.562500 Penalty: 2221.270996
	Iteration 0F: 2 clusters Score -1014095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1007807.000000 Penalty: 4442.541992
	Iteration 0F: 3 clusters Score -1007807 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1009480.937500 Penalty: 4442.541992
	Iteration 1F: 3 clusters Score -1009481 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1009769.562500 Penalty: 4442.541992
	Iteration 2F: 3 clusters Score -1009770 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1009987.625000 Penalty: 4442.541992
	Iteration 3F: 3 clusters Score -1009988 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1010159.937500 Penalty: 4442.541992
	Iteration 4Q: 3 clusters Score -1010160 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1010290.062500 Penalty: 4442.541992
	Iteration 5Q: 3 clusters Score -1010290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1010407.500000 Penalty: 4442.541992
	Iteration 6Q: 3 clusters Score -1010408 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1010505.187500 Penalty: 4442.541992
	Iteration 7Q: 3 clusters Score -1010505 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1010601.187500 Penalty: 4442.541992
	Iteration 8Q: 3 clusters Score -1010601 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1010694.000000 Penalty: 4442.541992
	Iteration 9Q: 3 clusters Score -1010694 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1010798.750000 Penalty: 4442.541992
	Iteration 10Q: 3 clusters Score -1010799 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1010900.312500 Penalty: 4442.541992
	Iteration 11Q: 3 clusters Score -1010900 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1010986.125000 Penalty: 4442.541992
	Iteration 12Q: 3 clusters Score -1010986 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1011081.375000 Penalty: 4442.541992
	Iteration 13Q: 3 clusters Score -1011081 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1011173.562500 Penalty: 4442.541992
	Iteration 14Q: 3 clusters Score -1011174 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1011272.062500 Penalty: 4442.541992
	Iteration 15Q: 3 clusters Score -1011272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1011367.000000 Penalty: 4442.541992
	Iteration 16Q: 3 clusters Score -1011367 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1011451.125000 Penalty: 4442.541992
	Iteration 17Q: 3 clusters Score -1011451 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1011530.375000 Penalty: 4442.541992
	Iteration 18Q: 3 clusters Score -1011530 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1011615.500000 Penalty: 4442.541992
	Iteration 19Q: 3 clusters Score -1011616 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1011707.062500 Penalty: 4442.541992
	Iteration 20F: 3 clusters Score -1011707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1011762.187500 Penalty: 4442.541992
	Iteration 21Q: 3 clusters Score -1011762 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1011813.625000 Penalty: 4442.541992
	Iteration 22Q: 3 clusters Score -1011814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1011861.687500 Penalty: 4442.541992
	Iteration 23Q: 3 clusters Score -1011862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1011902.562500 Penalty: 4442.541992
	Iteration 24Q: 3 clusters Score -1011903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1011937.437500 Penalty: 4442.541992
	Iteration 25Q: 3 clusters Score -1011937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1011974.312500 Penalty: 4442.541992
	Iteration 26Q: 3 clusters Score -1011974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1012006.687500 Penalty: 4442.541992
	Iteration 27Q: 3 clusters Score -1012007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1012028.750000 Penalty: 4442.541992
	Iteration 28Q: 3 clusters Score -1012029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1012044.187500 Penalty: 4442.541992
	Iteration 29Q: 3 clusters Score -1012044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1012058.750000 Penalty: 4442.541992
	Iteration 30Q: 3 clusters Score -1012059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1012069.562500 Penalty: 4442.541992
	Iteration 31Q: 3 clusters Score -1012070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1012081.750000 Penalty: 4442.541992
	Iteration 32Q: 3 clusters Score -1012082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1012091.625000 Penalty: 4442.541992
	Iteration 33Q: 3 clusters Score -1012092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1012099.500000 Penalty: 4442.541992
	Iteration 34Q: 3 clusters Score -1012100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1012111.437500 Penalty: 4442.541992
	Iteration 35Q: 3 clusters Score -1012111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1012123.312500 Penalty: 4442.541992
	Iteration 36Q: 3 clusters Score -1012123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1012133.937500 Penalty: 4442.541992
	Iteration 37Q: 3 clusters Score -1012134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1012146.687500 Penalty: 4442.541992
	Iteration 38Q: 3 clusters Score -1012147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1012158.125000 Penalty: 4442.541992
	Iteration 39Q: 3 clusters Score -1012158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1012170.937500 Penalty: 4442.541992
	Iteration 40F: 3 clusters Score -1012171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1012185.250000 Penalty: 4442.541992
	Iteration 41Q: 3 clusters Score -1012185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1012197.937500 Penalty: 4442.541992
	Iteration 42Q: 3 clusters Score -1012198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1012213.000000 Penalty: 4442.541992
	Iteration 43Q: 3 clusters Score -1012213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1012224.375000 Penalty: 4442.541992
	Iteration 44Q: 3 clusters Score -1012224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1012239.187500 Penalty: 4442.541992
	Iteration 45Q: 3 clusters Score -1012239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1012250.125000 Penalty: 4442.541992
	Iteration 46Q: 3 clusters Score -1012250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1012261.562500 Penalty: 4442.541992
	Iteration 47Q: 3 clusters Score -1012262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1012271.500000 Penalty: 4442.541992
	Iteration 48Q: 3 clusters Score -1012272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1012282.062500 Penalty: 4442.541992
	Iteration 49Q: 3 clusters Score -1012282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1012292.062500 Penalty: 4442.541992
	Iteration 50Q: 3 clusters Score -1012292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1012309.812500 Penalty: 4442.541992
	Iteration 51Q: 3 clusters Score -1012310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1012333.187500 Penalty: 4442.541992
	Iteration 52Q: 3 clusters Score -1012333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1012355.312500 Penalty: 4442.541992
	Iteration 53Q: 3 clusters Score -1012355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1012377.187500 Penalty: 4442.541992
	Iteration 54Q: 3 clusters Score -1012377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1012397.875000 Penalty: 4442.541992
	Iteration 55Q: 3 clusters Score -1012398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1012417.250000 Penalty: 4442.541992
	Iteration 56Q: 3 clusters Score -1012417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1012440.062500 Penalty: 4442.541992
	Iteration 57Q: 3 clusters Score -1012440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1012470.687500 Penalty: 4442.541992
	Iteration 58Q: 3 clusters Score -1012471 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1012512.437500 Penalty: 4442.541992
	Iteration 59Q: 3 clusters Score -1012512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1012547.625000 Penalty: 4442.541992
	Iteration 60F: 3 clusters Score -1012548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1012586.187500 Penalty: 4442.541992
	Iteration 61Q: 3 clusters Score -1012586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1012631.312500 Penalty: 4442.541992
	Iteration 62Q: 3 clusters Score -1012631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1012668.687500 Penalty: 4442.541992
	Iteration 63Q: 3 clusters Score -1012669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1012691.375000 Penalty: 4442.541992
	Iteration 64Q: 3 clusters Score -1012691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1012709.625000 Penalty: 4442.541992
	Iteration 65Q: 3 clusters Score -1012710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1012720.625000 Penalty: 4442.541992
	Iteration 66Q: 3 clusters Score -1012721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1012729.187500 Penalty: 4442.541992
	Iteration 67Q: 3 clusters Score -1012729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1012733.125000 Penalty: 4442.541992
	Iteration 68Q: 3 clusters Score -1012733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1012744.500000 Penalty: 4442.541992
	Iteration 69Q: 3 clusters Score -1012744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1012747.000000 Penalty: 4442.541992
	Iteration 70Q: 3 clusters Score -1012747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1012750.187500 Penalty: 4442.541992
	Iteration 71Q: 3 clusters Score -1012750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1012753.062500 Penalty: 4442.541992
	Iteration 72Q: 3 clusters Score -1012753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1012754.062500 Penalty: 4442.541992
	Iteration 73Q: 3 clusters Score -1012754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1012753.937500 Penalty: 4442.541992
	Iteration 74Q: 3 clusters Score -1012754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1012753.125000 Penalty: 4442.541992
	Iteration 75Q: 3 clusters Score -1012753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1012753.437500 Penalty: 4442.541992
	Iteration 76Q: 3 clusters Score -1012753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1012755.875000 Penalty: 4442.541992
	Iteration 77Q: 3 clusters Score -1012756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1012757.437500 Penalty: 4442.541992
	Iteration 78Q: 3 clusters Score -1012757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1012759.375000 Penalty: 4442.541992
	Iteration 79Q: 3 clusters Score -1012759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1012761.062500 Penalty: 4442.541992
	Iteration 80F: 3 clusters Score -1012761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1012761.750000 Penalty: 4442.541992
	Iteration 81Q: 3 clusters Score -1012762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1012762.187500 Penalty: 4442.541992
	Iteration 82Q: 3 clusters Score -1012762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1012762.625000 Penalty: 4442.541992
	Iteration 83Q: 3 clusters Score -1012763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1012764.187500 Penalty: 4442.541992
	Iteration 84Q: 3 clusters Score -1012764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1012766.187500 Penalty: 4442.541992
	Iteration 85Q: 3 clusters Score -1012766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1012765.187500 Penalty: 4442.541992
	Iteration 86Q: 3 clusters Score -1012765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1012764.625000 Penalty: 4442.541992
	Iteration 87Q: 3 clusters Score -1012765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1012765.375000 Penalty: 4442.541992
	Iteration 88Q: 3 clusters Score -1012765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1012765.750000 Penalty: 4442.541992
	Iteration 89Q: 3 clusters Score -1012766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1012765.750000 Penalty: 4442.541992
	Iteration 90F: 3 clusters Score -1012766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Entering Unmasked Estep 
Score: -6101704.500000 Penalty: 2668.476562
	Iteration 0F: 2 clusters Score -6101704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -6069950.000000 Penalty: 5336.953125
	Iteration 0F: 3 clusters Score -6069950 nChanged 21661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6082031.500000 Penalty: 5336.953125
	Iteration 1F: 3 clusters Score -6082032 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -6082707.000000 Penalty: 5336.953125
	Iteration 2Q: 3 clusters Score -6082707 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -6083375.500000 Penalty: 5336.953125
	Iteration 3Q: 3 clusters Score -6083376 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -6084252.500000 Penalty: 5336.953125
	Iteration 4Q: 3 clusters Score -6084252 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -6085415.000000 Penalty: 5336.953125
	Iteration 5Q: 3 clusters Score -6085415 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -6086795.000000 Penalty: 5336.953125
	Iteration 6F: 3 clusters Score -6086795 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6088137.500000 Penalty: 5336.953125
	Iteration 7F: 3 clusters Score -6088138 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -6089391.500000 Penalty: 5336.953125
	Iteration 8F: 3 clusters Score -6089392 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6090560.000000 Penalty: 5336.953125
	Iteration 9Q: 3 clusters Score -6090560 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -6091639.000000 Penalty: 5336.953125
	Iteration 10Q: 3 clusters Score -6091639 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6092620.000000 Penalty: 5336.953125
	Iteration 11Q: 3 clusters Score -6092620 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -6093563.000000 Penalty: 5336.953125
	Iteration 12Q: 3 clusters Score -6093563 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -6094349.500000 Penalty: 5336.953125
	Iteration 13Q: 3 clusters Score -6094350 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -6095123.500000 Penalty: 5336.953125
	Iteration 14Q: 3 clusters Score -6095124 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -6095822.500000 Penalty: 5336.953125
	Iteration 15Q: 3 clusters Score -6095822 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -6096509.500000 Penalty: 5336.953125
	Iteration 16Q: 3 clusters Score -6096510 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -6097083.000000 Penalty: 5336.953125
	Iteration 17Q: 3 clusters Score -6097083 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -6097616.500000 Penalty: 5336.953125
	Iteration 18Q: 3 clusters Score -6097616 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -6098072.500000 Penalty: 5336.953125
	Iteration 19Q: 3 clusters Score -6098072 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -6098419.000000 Penalty: 5336.953125
	Iteration 20F: 3 clusters Score -6098419 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -6098696.500000 Penalty: 5336.953125
	Iteration 21Q: 3 clusters Score -6098696 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6098955.000000 Penalty: 5336.953125
	Iteration 22Q: 3 clusters Score -6098955 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6099212.000000 Penalty: 5336.953125
	Iteration 23Q: 3 clusters Score -6099212 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -6099404.000000 Penalty: 5336.953125
	Iteration 24Q: 3 clusters Score -6099404 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6099580.500000 Penalty: 5336.953125
	Iteration 25Q: 3 clusters Score -6099580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6099694.000000 Penalty: 5336.953125
	Iteration 26Q: 3 clusters Score -6099694 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -6099763.500000 Penalty: 5336.953125
	Iteration 27Q: 3 clusters Score -6099764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6099836.500000 Penalty: 5336.953125
	Iteration 28Q: 3 clusters Score -6099836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6099887.500000 Penalty: 5336.953125
	Iteration 29Q: 3 clusters Score -6099888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6099931.500000 Penalty: 5336.953125
	Iteration 30Q: 3 clusters Score -6099932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -6099980.000000 Penalty: 5336.953125
	Iteration 31Q: 3 clusters Score -6099980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -6099990.500000 Penalty: 5336.953125
	Iteration 32Q: 3 clusters Score -6099990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -6100013.000000 Penalty: 5336.953125
	Iteration 33Q: 3 clusters Score -6100013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6100029.500000 Penalty: 5336.953125
	Iteration 34Q: 3 clusters Score -6100030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6100042.500000 Penalty: 5336.953125
	Iteration 35Q: 3 clusters Score -6100042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6100062.500000 Penalty: 5336.953125
	Iteration 36Q: 3 clusters Score -6100062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -6100073.500000 Penalty: 5336.953125
	Iteration 37Q: 3 clusters Score -6100074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6100075.500000 Penalty: 5336.953125
	Iteration 38Q: 3 clusters Score -6100076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -6100086.000000 Penalty: 5336.953125
	Iteration 39Q: 3 clusters Score -6100086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6100096.000000 Penalty: 5336.953125
	Iteration 40F: 3 clusters Score -6100096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6100098.500000 Penalty: 5336.953125
	Iteration 41Q: 3 clusters Score -6100098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6100098.500000 Penalty: 5336.953125
	Iteration 42Q: 3 clusters Score -6100098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6100111.500000 Penalty: 5336.953125
	Iteration 43Q: 3 clusters Score -6100112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -6100103.500000 Penalty: 5336.953125
	Iteration 44Q: 3 clusters Score -6100104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6100107.000000 Penalty: 5336.953125
	Iteration 45Q: 3 clusters Score -6100107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -6100111.500000 Penalty: 5336.953125
	Iteration 46Q: 3 clusters Score -6100112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -6100121.500000 Penalty: 5336.953125
	Iteration 47Q: 3 clusters Score -6100122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -6100119.500000 Penalty: 5336.953125
	Iteration 48Q: 3 clusters Score -6100120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6100121.500000 Penalty: 5336.953125
	Iteration 49Q: 3 clusters Score -6100122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6100116.500000 Penalty: 5336.953125
	Iteration 50Q: 3 clusters Score -6100116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -6100117.000000 Penalty: 5336.953125
	Iteration 51Q: 3 clusters Score -6100117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -6100116.500000 Penalty: 5336.953125
	Iteration 52Q: 3 clusters Score -6100116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6100115.500000 Penalty: 5336.953125
	Iteration 53Q: 3 clusters Score -6100116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6100116.000000 Penalty: 5336.953125
	Iteration 54Q: 3 clusters Score -6100116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -6100120.500000 Penalty: 5336.953125
	Iteration 55Q: 3 clusters Score -6100120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -6100121.000000 Penalty: 5336.953125
	Iteration 56Q: 3 clusters Score -6100121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -6100120.000000 Penalty: 5336.953125
	Iteration 57Q: 3 clusters Score -6100120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6100123.500000 Penalty: 5336.953125
	Iteration 58Q: 3 clusters Score -6100124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6100127.000000 Penalty: 5336.953125
	Iteration 59Q: 3 clusters Score -6100127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6100126.500000 Penalty: 5336.953125
	Iteration 60F: 3 clusters Score -6100126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6100124.500000 Penalty: 5336.953125
	Iteration 61Q: 3 clusters Score -6100124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6100121.000000 Penalty: 5336.953125
	Iteration 62Q: 3 clusters Score -6100121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -6100121.500000 Penalty: 5336.953125
	Iteration 63Q: 3 clusters Score -6100122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -6100129.500000 Penalty: 5336.953125
	Iteration 64Q: 3 clusters Score -6100130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6100128.000000 Penalty: 5336.953125
	Iteration 65Q: 3 clusters Score -6100128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6100132.500000 Penalty: 5336.953125
	Iteration 66Q: 3 clusters Score -6100132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -6100132.000000 Penalty: 5336.953125
	Iteration 67Q: 3 clusters Score -6100132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6100141.500000 Penalty: 5336.953125
	Iteration 68Q: 3 clusters Score -6100142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6100141.500000 Penalty: 5336.953125
	Iteration 69F: 3 clusters Score -6100142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Entering Unmasked Estep 
Score: -697840.687500 Penalty: 2130.844727
	Iteration 0F: 2 clusters Score -697840.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -693063.125000 Penalty: 4261.689453
	Iteration 0F: 3 clusters Score -693063.1 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -694260.500000 Penalty: 4261.689453
	Iteration 1F: 3 clusters Score -694260.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -694506.937500 Penalty: 4261.689453
	Iteration 2F: 3 clusters Score -694506.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -694676.875000 Penalty: 4261.689453
	Iteration 3F: 3 clusters Score -694676.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -694805.875000 Penalty: 4261.689453
	Iteration 4Q: 3 clusters Score -694805.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -694924.125000 Penalty: 4261.689453
	Iteration 5Q: 3 clusters Score -694924.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -695007.187500 Penalty: 4261.689453
	Iteration 6Q: 3 clusters Score -695007.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -695085.500000 Penalty: 4261.689453
	Iteration 7Q: 3 clusters Score -695085.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -695149.937500 Penalty: 4261.689453
	Iteration 8Q: 3 clusters Score -695149.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -695210.250000 Penalty: 4261.689453
	Iteration 9Q: 3 clusters Score -695210.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -695263.375000 Penalty: 4261.689453
	Iteration 10Q: 3 clusters Score -695263.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -695303.875000 Penalty: 4261.689453
	Iteration 11Q: 3 clusters Score -695303.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -695348.687500 Penalty: 4261.689453
	Iteration 12Q: 3 clusters Score -695348.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -695384.562500 Penalty: 4261.689453
	Iteration 13Q: 3 clusters Score -695384.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -695415.250000 Penalty: 4261.689453
	Iteration 14Q: 3 clusters Score -695415.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -695434.000000 Penalty: 4261.689453
	Iteration 15Q: 3 clusters Score -695434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -695449.500000 Penalty: 4261.689453
	Iteration 16Q: 3 clusters Score -695449.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -695464.875000 Penalty: 4261.689453
	Iteration 17Q: 3 clusters Score -695464.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -695481.375000 Penalty: 4261.689453
	Iteration 18Q: 3 clusters Score -695481.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -695492.375000 Penalty: 4261.689453
	Iteration 19Q: 3 clusters Score -695492.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -695507.562500 Penalty: 4261.689453
	Iteration 20F: 3 clusters Score -695507.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -695521.187500 Penalty: 4261.689453
	Iteration 21Q: 3 clusters Score -695521.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -695533.875000 Penalty: 4261.689453
	Iteration 22Q: 3 clusters Score -695533.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -695545.250000 Penalty: 4261.689453
	Iteration 23Q: 3 clusters Score -695545.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -695552.625000 Penalty: 4261.689453
	Iteration 24Q: 3 clusters Score -695552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -695559.562500 Penalty: 4261.689453
	Iteration 25Q: 3 clusters Score -695559.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -695569.750000 Penalty: 4261.689453
	Iteration 26Q: 3 clusters Score -695569.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -695581.375000 Penalty: 4261.689453
	Iteration 27Q: 3 clusters Score -695581.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -695591.250000 Penalty: 4261.689453
	Iteration 28Q: 3 clusters Score -695591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -695599.937500 Penalty: 4261.689453
	Iteration 29Q: 3 clusters Score -695599.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -695605.062500 Penalty: 4261.689453
	Iteration 30Q: 3 clusters Score -695605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -695608.437500 Penalty: 4261.689453
	Iteration 31Q: 3 clusters Score -695608.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -695612.625000 Penalty: 4261.689453
	Iteration 32Q: 3 clusters Score -695612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -695617.312500 Penalty: 4261.689453
	Iteration 33Q: 3 clusters Score -695617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -695618.687500 Penalty: 4261.689453
	Iteration 34Q: 3 clusters Score -695618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -695618.937500 Penalty: 4261.689453
	Iteration 35Q: 3 clusters Score -695618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -695621.437500 Penalty: 4261.689453
	Iteration 36Q: 3 clusters Score -695621.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -695626.875000 Penalty: 4261.689453
	Iteration 37Q: 3 clusters Score -695626.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -695632.687500 Penalty: 4261.689453
	Iteration 38Q: 3 clusters Score -695632.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -695637.062500 Penalty: 4261.689453
	Iteration 39Q: 3 clusters Score -695637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -695642.312500 Penalty: 4261.689453
	Iteration 40F: 3 clusters Score -695642.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -695647.687500 Penalty: 4261.689453
	Iteration 41Q: 3 clusters Score -695647.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -695656.750000 Penalty: 4261.689453
	Iteration 42Q: 3 clusters Score -695656.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -695665.000000 Penalty: 4261.689453
	Iteration 43Q: 3 clusters Score -695665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -695669.687500 Penalty: 4261.689453
	Iteration 44Q: 3 clusters Score -695669.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -695676.937500 Penalty: 4261.689453
	Iteration 45Q: 3 clusters Score -695676.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -695684.062500 Penalty: 4261.689453
	Iteration 46Q: 3 clusters Score -695684.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -695692.625000 Penalty: 4261.689453
	Iteration 47Q: 3 clusters Score -695692.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -695703.687500 Penalty: 4261.689453
	Iteration 48Q: 3 clusters Score -695703.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -695709.875000 Penalty: 4261.689453
	Iteration 49Q: 3 clusters Score -695709.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -695720.437500 Penalty: 4261.689453
	Iteration 50Q: 3 clusters Score -695720.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -695727.250000 Penalty: 4261.689453
	Iteration 51Q: 3 clusters Score -695727.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -695733.000000 Penalty: 4261.689453
	Iteration 52Q: 3 clusters Score -695733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -695746.500000 Penalty: 4261.689453
	Iteration 53Q: 3 clusters Score -695746.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -695754.437500 Penalty: 4261.689453
	Iteration 54Q: 3 clusters Score -695754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -695763.687500 Penalty: 4261.689453
	Iteration 55Q: 3 clusters Score -695763.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -695777.562500 Penalty: 4261.689453
	Iteration 56Q: 3 clusters Score -695777.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -695786.062500 Penalty: 4261.689453
	Iteration 57Q: 3 clusters Score -695786.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -695799.375000 Penalty: 4261.689453
	Iteration 58Q: 3 clusters Score -695799.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -695811.875000 Penalty: 4261.689453
	Iteration 59Q: 3 clusters Score -695811.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -695819.562500 Penalty: 4261.689453
	Iteration 60F: 3 clusters Score -695819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -695825.687500 Penalty: 4261.689453
	Iteration 61Q: 3 clusters Score -695825.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -695831.062500 Penalty: 4261.689453
	Iteration 62Q: 3 clusters Score -695831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -695836.875000 Penalty: 4261.689453
	Iteration 63Q: 3 clusters Score -695836.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -695840.875000 Penalty: 4261.689453
	Iteration 64Q: 3 clusters Score -695840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -695843.187500 Penalty: 4261.689453
	Iteration 65Q: 3 clusters Score -695843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -695843.500000 Penalty: 4261.689453
	Iteration 66Q: 3 clusters Score -695843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -695843.500000 Penalty: 4261.689453
	Iteration 67F: 3 clusters Score -695843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Entering Unmasked Estep 
Score: -1240425.250000 Penalty: 2282.572021
	Iteration 0F: 2 clusters Score -1240425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1232818.000000 Penalty: 4565.144043
	Iteration 0F: 3 clusters Score -1232818 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1235336.625000 Penalty: 4565.144043
	Iteration 1F: 3 clusters Score -1235337 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1236067.125000 Penalty: 4565.144043
	Iteration 2F: 3 clusters Score -1236067 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1236926.625000 Penalty: 4565.144043
	Iteration 3F: 3 clusters Score -1236927 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1237818.000000 Penalty: 4565.144043
	Iteration 4F: 3 clusters Score -1237818 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1238611.000000 Penalty: 4565.144043
	Iteration 5F: 3 clusters Score -1238611 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1239193.375000 Penalty: 4565.144043
	Iteration 6F: 3 clusters Score -1239193 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1239632.625000 Penalty: 4565.144043
	Iteration 7Q: 3 clusters Score -1239633 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1240033.875000 Penalty: 4565.144043
	Iteration 8Q: 3 clusters Score -1240034 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1240460.125000 Penalty: 4565.144043
	Iteration 9Q: 3 clusters Score -1240460 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1240998.625000 Penalty: 4565.144043
	Iteration 10Q: 3 clusters Score -1240999 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1241558.500000 Penalty: 4565.144043
	Iteration 11Q: 3 clusters Score -1241558 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1242203.625000 Penalty: 4565.144043
	Iteration 12Q: 3 clusters Score -1242204 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1242787.500000 Penalty: 4565.144043
	Iteration 13Q: 3 clusters Score -1242788 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1243052.875000 Penalty: 4565.144043
	Iteration 14Q: 3 clusters Score -1243053 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1243162.125000 Penalty: 4565.144043
	Iteration 15Q: 3 clusters Score -1243162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1243203.875000 Penalty: 4565.144043
	Iteration 16Q: 3 clusters Score -1243204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1243243.875000 Penalty: 4565.144043
	Iteration 17Q: 3 clusters Score -1243244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1243255.875000 Penalty: 4565.144043
	Iteration 18Q: 3 clusters Score -1243256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1243263.000000 Penalty: 4565.144043
	Iteration 19Q: 3 clusters Score -1243263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1243265.375000 Penalty: 4565.144043
	Iteration 20F: 3 clusters Score -1243265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1243268.875000 Penalty: 4565.144043
	Iteration 21Q: 3 clusters Score -1243269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1243271.750000 Penalty: 4565.144043
	Iteration 22Q: 3 clusters Score -1243272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1243275.875000 Penalty: 4565.144043
	Iteration 23Q: 3 clusters Score -1243276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1243276.625000 Penalty: 4565.144043
	Iteration 24Q: 3 clusters Score -1243277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1243277.875000 Penalty: 4565.144043
	Iteration 25Q: 3 clusters Score -1243278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1243278.875000 Penalty: 4565.144043
	Iteration 26Q: 3 clusters Score -1243279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1243281.125000 Penalty: 4565.144043
	Iteration 27Q: 3 clusters Score -1243281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1243281.750000 Penalty: 4565.144043
	Iteration 28Q: 3 clusters Score -1243282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1243280.875000 Penalty: 4565.144043
	Iteration 29Q: 3 clusters Score -1243281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1243280.375000 Penalty: 4565.144043
	Iteration 30Q: 3 clusters Score -1243280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1243280.375000 Penalty: 4565.144043
	Iteration 31F: 3 clusters Score -1243280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Entering Unmasked Estep 
Score: -111251800.000000 Penalty: 118834.070312
Splitting cluster 8 changes total score from -111249936.000000 to -111251800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -903864.250000 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -903864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -897952.937500 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -897952.9 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -899555.062500 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -899555.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -899890.937500 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -899890.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -900160.187500 Penalty: 4402.489258
	Iteration 3F: 3 clusters Score -900160.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -900409.750000 Penalty: 4402.489258
	Iteration 4F: 3 clusters Score -900409.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -900637.000000 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -900637 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -900875.812500 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -900875.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -901131.937500 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -901131.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -901392.375000 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -901392.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -901616.562500 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -901616.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -901818.562500 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -901818.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -901986.062500 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -901986.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -902107.000000 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -902107 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -902201.625000 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -902201.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -902264.312500 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -902264.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -902316.125000 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -902316.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -902365.812500 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -902365.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -902411.000000 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -902411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -902439.437500 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -902439.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -902458.437500 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -902458.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -902474.562500 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -902474.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -902489.000000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -902489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -902505.062500 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -902505.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -902518.375000 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -902518.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -902531.187500 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -902531.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -902539.125000 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -902539.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -902554.000000 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -902554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -902567.750000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -902567.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -902583.250000 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -902583.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -902593.625000 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -902593.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -902609.625000 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -902609.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -902616.312500 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -902616.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -902622.125000 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -902622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -902624.062500 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -902624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -902627.875000 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -902627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -902630.000000 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -902630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -902633.125000 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -902633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -902634.125000 Penalty: 4402.489258
	Iteration 37Q: 3 clusters Score -902634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -902636.500000 Penalty: 4402.489258
	Iteration 38Q: 3 clusters Score -902636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -902637.750000 Penalty: 4402.489258
	Iteration 39Q: 3 clusters Score -902637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -902640.187500 Penalty: 4402.489258
	Iteration 40F: 3 clusters Score -902640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -902641.437500 Penalty: 4402.489258
	Iteration 41Q: 3 clusters Score -902641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -902645.437500 Penalty: 4402.489258
	Iteration 42Q: 3 clusters Score -902645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -902645.625000 Penalty: 4402.489258
	Iteration 43Q: 3 clusters Score -902645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -902645.437500 Penalty: 4402.489258
	Iteration 44Q: 3 clusters Score -902645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -902645.562500 Penalty: 4402.489258
	Iteration 45Q: 3 clusters Score -902645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -902646.187500 Penalty: 4402.489258
	Iteration 46Q: 3 clusters Score -902646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -902646.750000 Penalty: 4402.489258
	Iteration 47Q: 3 clusters Score -902646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -902646.625000 Penalty: 4402.489258
	Iteration 48Q: 3 clusters Score -902646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -902646.625000 Penalty: 4402.489258
	Iteration 49F: 3 clusters Score -902646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Entering Unmasked Estep 
Score: -6787670.500000 Penalty: 2695.050537
	Iteration 0F: 2 clusters Score -6787670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -6752409.000000 Penalty: 5390.101074
	Iteration 0F: 3 clusters Score -6752409 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6765790.000000 Penalty: 5390.101074
	Iteration 1F: 3 clusters Score -6765790 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6766574.500000 Penalty: 5390.101074
	Iteration 2Q: 3 clusters Score -6766574 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6767649.500000 Penalty: 5390.101074
	Iteration 3Q: 3 clusters Score -6767650 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -6768793.500000 Penalty: 5390.101074
	Iteration 4F: 3 clusters Score -6768794 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -6770195.000000 Penalty: 5390.101074
	Iteration 5F: 3 clusters Score -6770195 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6771767.000000 Penalty: 5390.101074
	Iteration 6F: 3 clusters Score -6771767 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -6773294.500000 Penalty: 5390.101074
	Iteration 7F: 3 clusters Score -6773294 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6774603.500000 Penalty: 5390.101074
	Iteration 8F: 3 clusters Score -6774604 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6775636.000000 Penalty: 5390.101074
	Iteration 9Q: 3 clusters Score -6775636 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6776487.000000 Penalty: 5390.101074
	Iteration 10Q: 3 clusters Score -6776487 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -6777157.500000 Penalty: 5390.101074
	Iteration 11Q: 3 clusters Score -6777158 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -6777682.500000 Penalty: 5390.101074
	Iteration 12Q: 3 clusters Score -6777682 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6778003.500000 Penalty: 5390.101074
	Iteration 13Q: 3 clusters Score -6778004 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6778184.000000 Penalty: 5390.101074
	Iteration 14Q: 3 clusters Score -6778184 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -6778289.500000 Penalty: 5390.101074
	Iteration 15Q: 3 clusters Score -6778290 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6778421.000000 Penalty: 5390.101074
	Iteration 16Q: 3 clusters Score -6778421 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -6778567.000000 Penalty: 5390.101074
	Iteration 17Q: 3 clusters Score -6778567 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -6778668.500000 Penalty: 5390.101074
	Iteration 18Q: 3 clusters Score -6778668 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6778800.500000 Penalty: 5390.101074
	Iteration 19Q: 3 clusters Score -6778800 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -6778940.000000 Penalty: 5390.101074
	Iteration 20F: 3 clusters Score -6778940 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -6779073.000000 Penalty: 5390.101074
	Iteration 21Q: 3 clusters Score -6779073 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -6779268.000000 Penalty: 5390.101074
	Iteration 22Q: 3 clusters Score -6779268 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -6779512.000000 Penalty: 5390.101074
	Iteration 23Q: 3 clusters Score -6779512 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6779782.500000 Penalty: 5390.101074
	Iteration 24Q: 3 clusters Score -6779782 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -6780154.000000 Penalty: 5390.101074
	Iteration 25Q: 3 clusters Score -6780154 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -6780531.500000 Penalty: 5390.101074
	Iteration 26Q: 3 clusters Score -6780532 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6780905.000000 Penalty: 5390.101074
	Iteration 27Q: 3 clusters Score -6780905 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -6781364.000000 Penalty: 5390.101074
	Iteration 28Q: 3 clusters Score -6781364 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -6781783.500000 Penalty: 5390.101074
	Iteration 29Q: 3 clusters Score -6781784 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -6782265.500000 Penalty: 5390.101074
	Iteration 30Q: 3 clusters Score -6782266 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -6782693.500000 Penalty: 5390.101074
	Iteration 31Q: 3 clusters Score -6782694 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -6783154.000000 Penalty: 5390.101074
	Iteration 32Q: 3 clusters Score -6783154 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -6783559.500000 Penalty: 5390.101074
	Iteration 33Q: 3 clusters Score -6783560 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -6783922.500000 Penalty: 5390.101074
	Iteration 34Q: 3 clusters Score -6783922 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -6784241.000000 Penalty: 5390.101074
	Iteration 35Q: 3 clusters Score -6784241 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6784453.500000 Penalty: 5390.101074
	Iteration 36Q: 3 clusters Score -6784454 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6784669.000000 Penalty: 5390.101074
	Iteration 37Q: 3 clusters Score -6784669 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6784859.000000 Penalty: 5390.101074
	Iteration 38Q: 3 clusters Score -6784859 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6785012.000000 Penalty: 5390.101074
	Iteration 39Q: 3 clusters Score -6785012 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6785130.000000 Penalty: 5390.101074
	Iteration 40F: 3 clusters Score -6785130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6785198.000000 Penalty: 5390.101074
	Iteration 41Q: 3 clusters Score -6785198 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6785287.500000 Penalty: 5390.101074
	Iteration 42Q: 3 clusters Score -6785288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6785338.500000 Penalty: 5390.101074
	Iteration 43Q: 3 clusters Score -6785338 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6785393.000000 Penalty: 5390.101074
	Iteration 44Q: 3 clusters Score -6785393 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6785440.000000 Penalty: 5390.101074
	Iteration 45Q: 3 clusters Score -6785440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6785479.500000 Penalty: 5390.101074
	Iteration 46Q: 3 clusters Score -6785480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6785501.000000 Penalty: 5390.101074
	Iteration 47Q: 3 clusters Score -6785501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6785517.000000 Penalty: 5390.101074
	Iteration 48Q: 3 clusters Score -6785517 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6785526.000000 Penalty: 5390.101074
	Iteration 49Q: 3 clusters Score -6785526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6785531.500000 Penalty: 5390.101074
	Iteration 50Q: 3 clusters Score -6785532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6785544.000000 Penalty: 5390.101074
	Iteration 51Q: 3 clusters Score -6785544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6785562.500000 Penalty: 5390.101074
	Iteration 52Q: 3 clusters Score -6785562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6785563.000000 Penalty: 5390.101074
	Iteration 53Q: 3 clusters Score -6785563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6785570.000000 Penalty: 5390.101074
	Iteration 54Q: 3 clusters Score -6785570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6785585.000000 Penalty: 5390.101074
	Iteration 55Q: 3 clusters Score -6785585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6785585.000000 Penalty: 5390.101074
	Iteration 56Q: 3 clusters Score -6785585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6785595.000000 Penalty: 5390.101074
	Iteration 57Q: 3 clusters Score -6785595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6785592.500000 Penalty: 5390.101074
	Iteration 58Q: 3 clusters Score -6785592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6785596.500000 Penalty: 5390.101074
	Iteration 59Q: 3 clusters Score -6785596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6785600.500000 Penalty: 5390.101074
	Iteration 60F: 3 clusters Score -6785600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6785616.500000 Penalty: 5390.101074
	Iteration 61Q: 3 clusters Score -6785616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6785614.500000 Penalty: 5390.101074
	Iteration 62Q: 3 clusters Score -6785614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6785612.500000 Penalty: 5390.101074
	Iteration 63Q: 3 clusters Score -6785612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6785623.000000 Penalty: 5390.101074
	Iteration 64Q: 3 clusters Score -6785623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6785630.500000 Penalty: 5390.101074
	Iteration 65Q: 3 clusters Score -6785630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6785634.500000 Penalty: 5390.101074
	Iteration 66Q: 3 clusters Score -6785634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6785630.000000 Penalty: 5390.101074
	Iteration 67Q: 3 clusters Score -6785630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6785629.000000 Penalty: 5390.101074
	Iteration 68Q: 3 clusters Score -6785629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6785629.000000 Penalty: 5390.101074
	Iteration 69Q: 3 clusters Score -6785629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6785630.500000 Penalty: 5390.101074
	Iteration 70Q: 3 clusters Score -6785630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6785630.500000 Penalty: 5390.101074
	Iteration 71F: 3 clusters Score -6785630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Entering Unmasked Estep 
Score: -3121160.750000 Penalty: 2505.593262
	Iteration 0F: 2 clusters Score -3121161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3104321.500000 Penalty: 5011.186523
	Iteration 0F: 3 clusters Score -3104322 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3110318.250000 Penalty: 5011.186523
	Iteration 1F: 3 clusters Score -3110318 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3110898.000000 Penalty: 5011.186523
	Iteration 2F: 3 clusters Score -3110898 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3111443.500000 Penalty: 5011.186523
	Iteration 3F: 3 clusters Score -3111444 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3112045.500000 Penalty: 5011.186523
	Iteration 4F: 3 clusters Score -3112046 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3112740.250000 Penalty: 5011.186523
	Iteration 5F: 3 clusters Score -3112740 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3113452.750000 Penalty: 5011.186523
	Iteration 6F: 3 clusters Score -3113453 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3114226.250000 Penalty: 5011.186523
	Iteration 7F: 3 clusters Score -3114226 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3115047.500000 Penalty: 5011.186523
	Iteration 8F: 3 clusters Score -3115048 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3115858.250000 Penalty: 5011.186523
	Iteration 9Q: 3 clusters Score -3115858 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3116658.000000 Penalty: 5011.186523
	Iteration 10Q: 3 clusters Score -3116658 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3117311.000000 Penalty: 5011.186523
	Iteration 11Q: 3 clusters Score -3117311 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3117842.250000 Penalty: 5011.186523
	Iteration 12Q: 3 clusters Score -3117842 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3118225.000000 Penalty: 5011.186523
	Iteration 13Q: 3 clusters Score -3118225 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3118475.750000 Penalty: 5011.186523
	Iteration 14Q: 3 clusters Score -3118476 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3118643.750000 Penalty: 5011.186523
	Iteration 15Q: 3 clusters Score -3118644 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3118776.500000 Penalty: 5011.186523
	Iteration 16Q: 3 clusters Score -3118776 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3118863.750000 Penalty: 5011.186523
	Iteration 17Q: 3 clusters Score -3118864 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3118943.750000 Penalty: 5011.186523
	Iteration 18Q: 3 clusters Score -3118944 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3119030.750000 Penalty: 5011.186523
	Iteration 19Q: 3 clusters Score -3119031 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3119110.500000 Penalty: 5011.186523
	Iteration 20F: 3 clusters Score -3119110 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3119159.750000 Penalty: 5011.186523
	Iteration 21Q: 3 clusters Score -3119160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3119190.250000 Penalty: 5011.186523
	Iteration 22Q: 3 clusters Score -3119190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3119210.750000 Penalty: 5011.186523
	Iteration 23Q: 3 clusters Score -3119211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3119230.750000 Penalty: 5011.186523
	Iteration 24Q: 3 clusters Score -3119231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3119244.250000 Penalty: 5011.186523
	Iteration 25Q: 3 clusters Score -3119244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3119247.000000 Penalty: 5011.186523
	Iteration 26Q: 3 clusters Score -3119247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3119267.000000 Penalty: 5011.186523
	Iteration 27Q: 3 clusters Score -3119267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3119275.500000 Penalty: 5011.186523
	Iteration 28Q: 3 clusters Score -3119276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3119275.750000 Penalty: 5011.186523
	Iteration 29Q: 3 clusters Score -3119276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3119274.500000 Penalty: 5011.186523
	Iteration 30Q: 3 clusters Score -3119274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3119271.750000 Penalty: 5011.186523
	Iteration 31Q: 3 clusters Score -3119272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3119280.750000 Penalty: 5011.186523
	Iteration 32Q: 3 clusters Score -3119281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3119284.750000 Penalty: 5011.186523
	Iteration 33Q: 3 clusters Score -3119285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3119282.500000 Penalty: 5011.186523
	Iteration 34Q: 3 clusters Score -3119282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3119289.250000 Penalty: 5011.186523
	Iteration 35Q: 3 clusters Score -3119289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3119289.250000 Penalty: 5011.186523
	Iteration 36Q: 3 clusters Score -3119289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3119289.500000 Penalty: 5011.186523
	Iteration 37Q: 3 clusters Score -3119290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3119287.250000 Penalty: 5011.186523
	Iteration 38Q: 3 clusters Score -3119287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3119287.500000 Penalty: 5011.186523
	Iteration 39Q: 3 clusters Score -3119288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3119291.000000 Penalty: 5011.186523
	Iteration 40F: 3 clusters Score -3119291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3119291.500000 Penalty: 5011.186523
	Iteration 41Q: 3 clusters Score -3119292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3119286.750000 Penalty: 5011.186523
	Iteration 42Q: 3 clusters Score -3119287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3119291.000000 Penalty: 5011.186523
	Iteration 43Q: 3 clusters Score -3119291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3119291.000000 Penalty: 5011.186523
	Iteration 44F: 3 clusters Score -3119291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Entering Unmasked Estep 
Score: -11813883.000000 Penalty: 2829.552246
	Iteration 0F: 2 clusters Score -1.181388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -11753406.000000 Penalty: 5659.104492
	Iteration 0F: 3 clusters Score -1.175341e+07 nChanged 42458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -11777695.000000 Penalty: 5659.104492
	Iteration 1F: 3 clusters Score -1.17777e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -11778375.000000 Penalty: 5659.104492
	Iteration 2Q: 3 clusters Score -1.177838e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -11778960.000000 Penalty: 5659.104492
	Iteration 3Q: 3 clusters Score -1.177896e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -11779552.000000 Penalty: 5659.104492
	Iteration 4Q: 3 clusters Score -1.177955e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -11780122.000000 Penalty: 5659.104492
	Iteration 5Q: 3 clusters Score -1.178012e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -11780781.000000 Penalty: 5659.104492
	Iteration 6Q: 3 clusters Score -1.178078e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -11781613.000000 Penalty: 5659.104492
	Iteration 7Q: 3 clusters Score -1.178161e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -11782571.000000 Penalty: 5659.104492
	Iteration 8Q: 3 clusters Score -1.178257e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -11783775.000000 Penalty: 5659.104492
	Iteration 9Q: 3 clusters Score -1.178378e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -11785285.000000 Penalty: 5659.104492
	Iteration 10Q: 3 clusters Score -1.178528e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -11787054.000000 Penalty: 5659.104492
	Iteration 11Q: 3 clusters Score -1.178705e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -11789021.000000 Penalty: 5659.104492
	Iteration 12Q: 3 clusters Score -1.178902e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -11790983.000000 Penalty: 5659.104492
	Iteration 13Q: 3 clusters Score -1.179098e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -11792828.000000 Penalty: 5659.104492
	Iteration 14Q: 3 clusters Score -1.179283e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -11794406.000000 Penalty: 5659.104492
	Iteration 15Q: 3 clusters Score -1.179441e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -11795577.000000 Penalty: 5659.104492
	Iteration 16Q: 3 clusters Score -1.179558e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -11796261.000000 Penalty: 5659.104492
	Iteration 17Q: 3 clusters Score -1.179626e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -11796604.000000 Penalty: 5659.104492
	Iteration 18Q: 3 clusters Score -1.17966e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -11796819.000000 Penalty: 5659.104492
	Iteration 19Q: 3 clusters Score -1.179682e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -11796920.000000 Penalty: 5659.104492
	Iteration 20F: 3 clusters Score -1.179692e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -11797042.000000 Penalty: 5659.104492
	Iteration 21Q: 3 clusters Score -1.179704e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -11797176.000000 Penalty: 5659.104492
	Iteration 22Q: 3 clusters Score -1.179718e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -11797247.000000 Penalty: 5659.104492
	Iteration 23Q: 3 clusters Score -1.179725e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -11797381.000000 Penalty: 5659.104492
	Iteration 24Q: 3 clusters Score -1.179738e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -11797530.000000 Penalty: 5659.104492
	Iteration 25Q: 3 clusters Score -1.179753e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -11797589.000000 Penalty: 5659.104492
	Iteration 26Q: 3 clusters Score -1.179759e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -11797696.000000 Penalty: 5659.104492
	Iteration 27Q: 3 clusters Score -1.17977e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -11797878.000000 Penalty: 5659.104492
	Iteration 28Q: 3 clusters Score -1.179788e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -11798132.000000 Penalty: 5659.104492
	Iteration 29Q: 3 clusters Score -1.179813e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -11798435.000000 Penalty: 5659.104492
	Iteration 30Q: 3 clusters Score -1.179844e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -11798711.000000 Penalty: 5659.104492
	Iteration 31Q: 3 clusters Score -1.179871e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -11799053.000000 Penalty: 5659.104492
	Iteration 32Q: 3 clusters Score -1.179905e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -11799376.000000 Penalty: 5659.104492
	Iteration 33Q: 3 clusters Score -1.179938e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -11799717.000000 Penalty: 5659.104492
	Iteration 34Q: 3 clusters Score -1.179972e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -11800146.000000 Penalty: 5659.104492
	Iteration 35Q: 3 clusters Score -1.180015e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -11800557.000000 Penalty: 5659.104492
	Iteration 36Q: 3 clusters Score -1.180056e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -11800985.000000 Penalty: 5659.104492
	Iteration 37Q: 3 clusters Score -1.180098e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -11801449.000000 Penalty: 5659.104492
	Iteration 38Q: 3 clusters Score -1.180145e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -11801782.000000 Penalty: 5659.104492
	Iteration 39Q: 3 clusters Score -1.180178e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -11802137.000000 Penalty: 5659.104492
	Iteration 40F: 3 clusters Score -1.180214e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -11802382.000000 Penalty: 5659.104492
	Iteration 41Q: 3 clusters Score -1.180238e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -11802626.000000 Penalty: 5659.104492
	Iteration 42Q: 3 clusters Score -1.180263e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -11802873.000000 Penalty: 5659.104492
	Iteration 43Q: 3 clusters Score -1.180287e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -11803026.000000 Penalty: 5659.104492
	Iteration 44Q: 3 clusters Score -1.180303e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -11803234.000000 Penalty: 5659.104492
	Iteration 45Q: 3 clusters Score -1.180323e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -11803413.000000 Penalty: 5659.104492
	Iteration 46Q: 3 clusters Score -1.180341e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -11803519.000000 Penalty: 5659.104492
	Iteration 47Q: 3 clusters Score -1.180352e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -11803671.000000 Penalty: 5659.104492
	Iteration 48Q: 3 clusters Score -1.180367e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -11803834.000000 Penalty: 5659.104492
	Iteration 49Q: 3 clusters Score -1.180383e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -11803938.000000 Penalty: 5659.104492
	Iteration 50Q: 3 clusters Score -1.180394e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -11804070.000000 Penalty: 5659.104492
	Iteration 51Q: 3 clusters Score -1.180407e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -11804179.000000 Penalty: 5659.104492
	Iteration 52Q: 3 clusters Score -1.180418e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -11804333.000000 Penalty: 5659.104492
	Iteration 53Q: 3 clusters Score -1.180433e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -11804441.000000 Penalty: 5659.104492
	Iteration 54Q: 3 clusters Score -1.180444e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -11804509.000000 Penalty: 5659.104492
	Iteration 55Q: 3 clusters Score -1.180451e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -11804655.000000 Penalty: 5659.104492
	Iteration 56Q: 3 clusters Score -1.180466e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -11804735.000000 Penalty: 5659.104492
	Iteration 57Q: 3 clusters Score -1.180474e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -11804815.000000 Penalty: 5659.104492
	Iteration 58Q: 3 clusters Score -1.180482e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -11804917.000000 Penalty: 5659.104492
	Iteration 59Q: 3 clusters Score -1.180492e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -11805045.000000 Penalty: 5659.104492
	Iteration 60F: 3 clusters Score -1.180504e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -11805129.000000 Penalty: 5659.104492
	Iteration 61Q: 3 clusters Score -1.180513e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -11805248.000000 Penalty: 5659.104492
	Iteration 62Q: 3 clusters Score -1.180525e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -11805417.000000 Penalty: 5659.104492
	Iteration 63Q: 3 clusters Score -1.180542e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -11805535.000000 Penalty: 5659.104492
	Iteration 64Q: 3 clusters Score -1.180554e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -11805704.000000 Penalty: 5659.104492
	Iteration 65Q: 3 clusters Score -1.18057e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -11805799.000000 Penalty: 5659.104492
	Iteration 66Q: 3 clusters Score -1.18058e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -11805912.000000 Penalty: 5659.104492
	Iteration 67Q: 3 clusters Score -1.180591e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -11806110.000000 Penalty: 5659.104492
	Iteration 68Q: 3 clusters Score -1.180611e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -11806232.000000 Penalty: 5659.104492
	Iteration 69Q: 3 clusters Score -1.180623e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -11806383.000000 Penalty: 5659.104492
	Iteration 70Q: 3 clusters Score -1.180638e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -11806622.000000 Penalty: 5659.104492
	Iteration 71Q: 3 clusters Score -1.180662e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -11806823.000000 Penalty: 5659.104492
	Iteration 72Q: 3 clusters Score -1.180682e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -11807055.000000 Penalty: 5659.104492
	Iteration 73Q: 3 clusters Score -1.180706e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -11807329.000000 Penalty: 5659.104492
	Iteration 74Q: 3 clusters Score -1.180733e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -11807628.000000 Penalty: 5659.104492
	Iteration 75Q: 3 clusters Score -1.180763e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -11807973.000000 Penalty: 5659.104492
	Iteration 76Q: 3 clusters Score -1.180797e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -11808274.000000 Penalty: 5659.104492
	Iteration 77Q: 3 clusters Score -1.180827e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -11808750.000000 Penalty: 5659.104492
	Iteration 78Q: 3 clusters Score -1.180875e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -11809115.000000 Penalty: 5659.104492
	Iteration 79Q: 3 clusters Score -1.180912e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -11809583.000000 Penalty: 5659.104492
	Iteration 80F: 3 clusters Score -1.180958e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -11810061.000000 Penalty: 5659.104492
	Iteration 81Q: 3 clusters Score -1.181006e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -11810430.000000 Penalty: 5659.104492
	Iteration 82Q: 3 clusters Score -1.181043e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -11810793.000000 Penalty: 5659.104492
	Iteration 83Q: 3 clusters Score -1.181079e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -11811142.000000 Penalty: 5659.104492
	Iteration 84Q: 3 clusters Score -1.181114e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -11811371.000000 Penalty: 5659.104492
	Iteration 85Q: 3 clusters Score -1.181137e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -11811597.000000 Penalty: 5659.104492
	Iteration 86Q: 3 clusters Score -1.18116e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -11811768.000000 Penalty: 5659.104492
	Iteration 87Q: 3 clusters Score -1.181177e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -11811843.000000 Penalty: 5659.104492
	Iteration 88Q: 3 clusters Score -1.181184e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -11811948.000000 Penalty: 5659.104492
	Iteration 89Q: 3 clusters Score -1.181195e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -11811980.000000 Penalty: 5659.104492
	Iteration 90Q: 3 clusters Score -1.181198e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11811997.000000 Penalty: 5659.104492
	Iteration 91Q: 3 clusters Score -1.1812e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -11812021.000000 Penalty: 5659.104492
	Iteration 92Q: 3 clusters Score -1.181202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -11812048.000000 Penalty: 5659.104492
	Iteration 93Q: 3 clusters Score -1.181205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -11812065.000000 Penalty: 5659.104492
	Iteration 94Q: 3 clusters Score -1.181206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -11812054.000000 Penalty: 5659.104492
	Iteration 95Q: 3 clusters Score -1.181205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -11812084.000000 Penalty: 5659.104492
	Iteration 96Q: 3 clusters Score -1.181208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -11812107.000000 Penalty: 5659.104492
	Iteration 97Q: 3 clusters Score -1.181211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -11812135.000000 Penalty: 5659.104492
	Iteration 98Q: 3 clusters Score -1.181214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -11812144.000000 Penalty: 5659.104492
	Iteration 99Q: 3 clusters Score -1.181214e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -11812168.000000 Penalty: 5659.104492
	Iteration 100F: 3 clusters Score -1.181217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -11812200.000000 Penalty: 5659.104492
	Iteration 101Q: 3 clusters Score -1.18122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -11812213.000000 Penalty: 5659.104492
	Iteration 102Q: 3 clusters Score -1.181221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -11812229.000000 Penalty: 5659.104492
	Iteration 103Q: 3 clusters Score -1.181223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -11812234.000000 Penalty: 5659.104492
	Iteration 104Q: 3 clusters Score -1.181223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -11812239.000000 Penalty: 5659.104492
	Iteration 105Q: 3 clusters Score -1.181224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -11812279.000000 Penalty: 5659.104492
	Iteration 106Q: 3 clusters Score -1.181228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -11812305.000000 Penalty: 5659.104492
	Iteration 107Q: 3 clusters Score -1.18123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -11812339.000000 Penalty: 5659.104492
	Iteration 108Q: 3 clusters Score -1.181234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -11812395.000000 Penalty: 5659.104492
	Iteration 109Q: 3 clusters Score -1.18124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -11812444.000000 Penalty: 5659.104492
	Iteration 110Q: 3 clusters Score -1.181244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -11812460.000000 Penalty: 5659.104492
	Iteration 111Q: 3 clusters Score -1.181246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -11812479.000000 Penalty: 5659.104492
	Iteration 112Q: 3 clusters Score -1.181248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -11812490.000000 Penalty: 5659.104492
	Iteration 113Q: 3 clusters Score -1.181249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -11812513.000000 Penalty: 5659.104492
	Iteration 114Q: 3 clusters Score -1.181251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11812513.000000 Penalty: 5659.104492
	Iteration 115Q: 3 clusters Score -1.181251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -11812517.000000 Penalty: 5659.104492
	Iteration 116Q: 3 clusters Score -1.181252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -11812525.000000 Penalty: 5659.104492
	Iteration 117Q: 3 clusters Score -1.181252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -11812528.000000 Penalty: 5659.104492
	Iteration 118Q: 3 clusters Score -1.181253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -11812520.000000 Penalty: 5659.104492
	Iteration 119Q: 3 clusters Score -1.181252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -11812532.000000 Penalty: 5659.104492
	Iteration 120F: 3 clusters Score -1.181253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -11812530.000000 Penalty: 5659.104492
	Iteration 121Q: 3 clusters Score -1.181253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -11812527.000000 Penalty: 5659.104492
	Iteration 122Q: 3 clusters Score -1.181253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -11812538.000000 Penalty: 5659.104492
	Iteration 123Q: 3 clusters Score -1.181254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -11812542.000000 Penalty: 5659.104492
	Iteration 124Q: 3 clusters Score -1.181254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -11812543.000000 Penalty: 5659.104492
	Iteration 125Q: 3 clusters Score -1.181254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -11812553.000000 Penalty: 5659.104492
	Iteration 126Q: 3 clusters Score -1.181255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11812555.000000 Penalty: 5659.104492
	Iteration 127Q: 3 clusters Score -1.181256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -11812557.000000 Penalty: 5659.104492
	Iteration 128Q: 3 clusters Score -1.181256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -11812554.000000 Penalty: 5659.104492
	Iteration 129Q: 3 clusters Score -1.181255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -11812558.000000 Penalty: 5659.104492
	Iteration 130Q: 3 clusters Score -1.181256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -11812558.000000 Penalty: 5659.104492
	Iteration 131F: 3 clusters Score -1.181256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Entering Unmasked Estep 
Score: -2253045.750000 Penalty: 2424.136719
	Iteration 0F: 2 clusters Score -2253046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2240536.000000 Penalty: 4848.273438
	Iteration 0F: 3 clusters Score -2240536 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2244981.750000 Penalty: 4848.273438
	Iteration 1F: 3 clusters Score -2244982 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2245926.750000 Penalty: 4848.273438
	Iteration 2F: 3 clusters Score -2245927 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2246986.000000 Penalty: 4848.273438
	Iteration 3F: 3 clusters Score -2246986 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2248199.750000 Penalty: 4848.273438
	Iteration 4F: 3 clusters Score -2248200 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2249473.250000 Penalty: 4848.273438
	Iteration 5F: 3 clusters Score -2249473 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2250635.750000 Penalty: 4848.273438
	Iteration 6F: 3 clusters Score -2250636 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2251513.500000 Penalty: 4848.273438
	Iteration 7F: 3 clusters Score -2251514 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2252022.500000 Penalty: 4848.273438
	Iteration 8Q: 3 clusters Score -2252022 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2252337.000000 Penalty: 4848.273438
	Iteration 9Q: 3 clusters Score -2252337 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2252551.000000 Penalty: 4848.273438
	Iteration 10Q: 3 clusters Score -2252551 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2252674.500000 Penalty: 4848.273438
	Iteration 11Q: 3 clusters Score -2252674 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2252736.000000 Penalty: 4848.273438
	Iteration 12Q: 3 clusters Score -2252736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2252780.000000 Penalty: 4848.273438
	Iteration 13Q: 3 clusters Score -2252780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2252805.500000 Penalty: 4848.273438
	Iteration 14Q: 3 clusters Score -2252806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2252811.000000 Penalty: 4848.273438
	Iteration 15Q: 3 clusters Score -2252811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2252813.000000 Penalty: 4848.273438
	Iteration 16Q: 3 clusters Score -2252813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2252827.250000 Penalty: 4848.273438
	Iteration 17Q: 3 clusters Score -2252827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2252833.500000 Penalty: 4848.273438
	Iteration 18Q: 3 clusters Score -2252834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2252846.250000 Penalty: 4848.273438
	Iteration 19Q: 3 clusters Score -2252846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2252851.000000 Penalty: 4848.273438
	Iteration 20F: 3 clusters Score -2252851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2252858.500000 Penalty: 4848.273438
	Iteration 21Q: 3 clusters Score -2252858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2252870.500000 Penalty: 4848.273438
	Iteration 22Q: 3 clusters Score -2252870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2252876.250000 Penalty: 4848.273438
	Iteration 23Q: 3 clusters Score -2252876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2252879.250000 Penalty: 4848.273438
	Iteration 24Q: 3 clusters Score -2252879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2252883.500000 Penalty: 4848.273438
	Iteration 25Q: 3 clusters Score -2252884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2252884.500000 Penalty: 4848.273438
	Iteration 26Q: 3 clusters Score -2252884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2252887.500000 Penalty: 4848.273438
	Iteration 27Q: 3 clusters Score -2252888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2252893.500000 Penalty: 4848.273438
	Iteration 28Q: 3 clusters Score -2252894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2252899.250000 Penalty: 4848.273438
	Iteration 29Q: 3 clusters Score -2252899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2252895.500000 Penalty: 4848.273438
	Iteration 30Q: 3 clusters Score -2252896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2252895.250000 Penalty: 4848.273438
	Iteration 31Q: 3 clusters Score -2252895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2252896.000000 Penalty: 4848.273438
	Iteration 32Q: 3 clusters Score -2252896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2252897.500000 Penalty: 4848.273438
	Iteration 33Q: 3 clusters Score -2252898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2252899.750000 Penalty: 4848.273438
	Iteration 34Q: 3 clusters Score -2252900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2252901.000000 Penalty: 4848.273438
	Iteration 35Q: 3 clusters Score -2252901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2252898.250000 Penalty: 4848.273438
	Iteration 36Q: 3 clusters Score -2252898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2252898.250000 Penalty: 4848.273438
	Iteration 37Q: 3 clusters Score -2252898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2252899.250000 Penalty: 4848.273438
	Iteration 38Q: 3 clusters Score -2252899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2252900.250000 Penalty: 4848.273438
	Iteration 39Q: 3 clusters Score -2252900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2252899.750000 Penalty: 4848.273438
	Iteration 40F: 3 clusters Score -2252900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2252899.000000 Penalty: 4848.273438
	Iteration 41Q: 3 clusters Score -2252899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2252896.250000 Penalty: 4848.273438
	Iteration 42Q: 3 clusters Score -2252896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2252896.500000 Penalty: 4848.273438
	Iteration 43Q: 3 clusters Score -2252896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2252896.000000 Penalty: 4848.273438
	Iteration 44Q: 3 clusters Score -2252896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2252895.500000 Penalty: 4848.273438
	Iteration 45Q: 3 clusters Score -2252896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2252896.000000 Penalty: 4848.273438
	Iteration 46Q: 3 clusters Score -2252896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2252896.000000 Penalty: 4848.273438
	Iteration 47F: 3 clusters Score -2252896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -155184.078125 Penalty: 1780.279297
	Iteration 0F: 2 clusters Score -155184.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153282.578125 Penalty: 3560.558594
	Iteration 0F: 3 clusters Score -153282.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155211.093750 Penalty: 3560.558594
	Iteration 1F: 3 clusters Score -155211.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156801.296875 Penalty: 3560.558594
	Iteration 2F: 3 clusters Score -156801.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -157847.265625 Penalty: 3560.558594
	Iteration 3F: 3 clusters Score -157847.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -157988.531250 Penalty: 3560.558594
	Iteration 4Q: 3 clusters Score -157988.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -158019.734375 Penalty: 3560.558594
	Iteration 5Q: 3 clusters Score -158019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -158030.593750 Penalty: 3560.558594
	Iteration 6Q: 3 clusters Score -158030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -158030.593750 Penalty: 3560.558594
	Iteration 7F: 3 clusters Score -158030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Entering Unmasked Estep 
Score: -111252920.000000 Penalty: 122229.328125
Splitting cluster 14 changes total score from -111249936.000000 to -111252920.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (52503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Entering Unmasked Estep 
Score: -6948970.500000 Penalty: 2695.419189
	Iteration 0F: 2 clusters Score -6948970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -6913715.000000 Penalty: 5390.838379
	Iteration 0F: 3 clusters Score -6913715 nChanged 24231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6926992.000000 Penalty: 5390.838379
	Iteration 1F: 3 clusters Score -6926992 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -6927476.000000 Penalty: 5390.838379
	Iteration 2Q: 3 clusters Score -6927476 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6928040.000000 Penalty: 5390.838379
	Iteration 3Q: 3 clusters Score -6928040 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -6928636.000000 Penalty: 5390.838379
	Iteration 4Q: 3 clusters Score -6928636 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -6929493.500000 Penalty: 5390.838379
	Iteration 5Q: 3 clusters Score -6929494 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6930873.500000 Penalty: 5390.838379
	Iteration 6F: 3 clusters Score -6930874 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6933208.500000 Penalty: 5390.838379
	Iteration 7F: 3 clusters Score -6933208 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -6936528.500000 Penalty: 5390.838379
	Iteration 8F: 3 clusters Score -6936528 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -6940284.000000 Penalty: 5390.838379
	Iteration 9F: 3 clusters Score -6940284 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -6943245.500000 Penalty: 5390.838379
	Iteration 10F: 3 clusters Score -6943246 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6944993.500000 Penalty: 5390.838379
	Iteration 11Q: 3 clusters Score -6944994 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6945889.000000 Penalty: 5390.838379
	Iteration 12Q: 3 clusters Score -6945889 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6946303.500000 Penalty: 5390.838379
	Iteration 13Q: 3 clusters Score -6946304 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6946544.000000 Penalty: 5390.838379
	Iteration 14Q: 3 clusters Score -6946544 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6946658.000000 Penalty: 5390.838379
	Iteration 15Q: 3 clusters Score -6946658 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6946758.500000 Penalty: 5390.838379
	Iteration 16Q: 3 clusters Score -6946758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6946807.000000 Penalty: 5390.838379
	Iteration 17Q: 3 clusters Score -6946807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6946846.000000 Penalty: 5390.838379
	Iteration 18Q: 3 clusters Score -6946846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6946875.000000 Penalty: 5390.838379
	Iteration 19Q: 3 clusters Score -6946875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6946877.000000 Penalty: 5390.838379
	Iteration 20F: 3 clusters Score -6946877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6946888.500000 Penalty: 5390.838379
	Iteration 21Q: 3 clusters Score -6946888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6946906.000000 Penalty: 5390.838379
	Iteration 22Q: 3 clusters Score -6946906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6946908.000000 Penalty: 5390.838379
	Iteration 23Q: 3 clusters Score -6946908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6946920.000000 Penalty: 5390.838379
	Iteration 24Q: 3 clusters Score -6946920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6946925.000000 Penalty: 5390.838379
	Iteration 25Q: 3 clusters Score -6946925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6946931.500000 Penalty: 5390.838379
	Iteration 26Q: 3 clusters Score -6946932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6946932.500000 Penalty: 5390.838379
	Iteration 27Q: 3 clusters Score -6946932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6946936.000000 Penalty: 5390.838379
	Iteration 28Q: 3 clusters Score -6946936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6946943.000000 Penalty: 5390.838379
	Iteration 29Q: 3 clusters Score -6946943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6946944.500000 Penalty: 5390.838379
	Iteration 30Q: 3 clusters Score -6946944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6946942.000000 Penalty: 5390.838379
	Iteration 31Q: 3 clusters Score -6946942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6946949.000000 Penalty: 5390.838379
	Iteration 32Q: 3 clusters Score -6946949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6946943.000000 Penalty: 5390.838379
	Iteration 33Q: 3 clusters Score -6946943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6946945.500000 Penalty: 5390.838379
	Iteration 34Q: 3 clusters Score -6946946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6946949.500000 Penalty: 5390.838379
	Iteration 35Q: 3 clusters Score -6946950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6946955.000000 Penalty: 5390.838379
	Iteration 36Q: 3 clusters Score -6946955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6946956.500000 Penalty: 5390.838379
	Iteration 37Q: 3 clusters Score -6946956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6946954.500000 Penalty: 5390.838379
	Iteration 38Q: 3 clusters Score -6946954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6946954.500000 Penalty: 5390.838379
	Iteration 39F: 3 clusters Score -6946954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Entering Unmasked Estep 
Score: -1629300.000000 Penalty: 2340.375244
	Iteration 0F: 2 clusters Score -1629300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1620077.125000 Penalty: 4680.750488
	Iteration 0F: 3 clusters Score -1620077 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1622681.250000 Penalty: 4680.750488
	Iteration 1F: 3 clusters Score -1622681 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1622941.250000 Penalty: 4680.750488
	Iteration 2F: 3 clusters Score -1622941 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1623125.375000 Penalty: 4680.750488
	Iteration 3Q: 3 clusters Score -1623125 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1623303.500000 Penalty: 4680.750488
	Iteration 4Q: 3 clusters Score -1623304 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1623458.250000 Penalty: 4680.750488
	Iteration 5Q: 3 clusters Score -1623458 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1623622.375000 Penalty: 4680.750488
	Iteration 6Q: 3 clusters Score -1623622 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1623796.125000 Penalty: 4680.750488
	Iteration 7Q: 3 clusters Score -1623796 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1623997.375000 Penalty: 4680.750488
	Iteration 8Q: 3 clusters Score -1623997 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1624226.625000 Penalty: 4680.750488
	Iteration 9Q: 3 clusters Score -1624227 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1624476.625000 Penalty: 4680.750488
	Iteration 10Q: 3 clusters Score -1624477 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1624758.125000 Penalty: 4680.750488
	Iteration 11Q: 3 clusters Score -1624758 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1625090.875000 Penalty: 4680.750488
	Iteration 12Q: 3 clusters Score -1625091 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1625442.125000 Penalty: 4680.750488
	Iteration 13Q: 3 clusters Score -1625442 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1625787.250000 Penalty: 4680.750488
	Iteration 14Q: 3 clusters Score -1625787 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1626102.750000 Penalty: 4680.750488
	Iteration 15Q: 3 clusters Score -1626103 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1626403.750000 Penalty: 4680.750488
	Iteration 16Q: 3 clusters Score -1626404 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1626645.500000 Penalty: 4680.750488
	Iteration 17Q: 3 clusters Score -1626646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1626796.000000 Penalty: 4680.750488
	Iteration 18Q: 3 clusters Score -1626796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1626922.500000 Penalty: 4680.750488
	Iteration 19Q: 3 clusters Score -1626922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1627014.375000 Penalty: 4680.750488
	Iteration 20F: 3 clusters Score -1627014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1627087.125000 Penalty: 4680.750488
	Iteration 21Q: 3 clusters Score -1627087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1627134.500000 Penalty: 4680.750488
	Iteration 22Q: 3 clusters Score -1627134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1627169.750000 Penalty: 4680.750488
	Iteration 23Q: 3 clusters Score -1627170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1627194.500000 Penalty: 4680.750488
	Iteration 24Q: 3 clusters Score -1627194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1627206.125000 Penalty: 4680.750488
	Iteration 25Q: 3 clusters Score -1627206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1627218.000000 Penalty: 4680.750488
	Iteration 26Q: 3 clusters Score -1627218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1627227.875000 Penalty: 4680.750488
	Iteration 27Q: 3 clusters Score -1627228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1627245.500000 Penalty: 4680.750488
	Iteration 28Q: 3 clusters Score -1627246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1627255.750000 Penalty: 4680.750488
	Iteration 29Q: 3 clusters Score -1627256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1627261.625000 Penalty: 4680.750488
	Iteration 30Q: 3 clusters Score -1627262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1627272.000000 Penalty: 4680.750488
	Iteration 31Q: 3 clusters Score -1627272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1627278.625000 Penalty: 4680.750488
	Iteration 32Q: 3 clusters Score -1627279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1627283.250000 Penalty: 4680.750488
	Iteration 33Q: 3 clusters Score -1627283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1627287.625000 Penalty: 4680.750488
	Iteration 34Q: 3 clusters Score -1627288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1627289.375000 Penalty: 4680.750488
	Iteration 35Q: 3 clusters Score -1627289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1627289.375000 Penalty: 4680.750488
	Iteration 36F: 3 clusters Score -1627289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Entering Unmasked Estep 
Score: -1322405.750000 Penalty: 2290.771729
	Iteration 0F: 2 clusters Score -1322406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1314509.875000 Penalty: 4581.543457
	Iteration 0F: 3 clusters Score -1314510 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1316879.875000 Penalty: 4581.543457
	Iteration 1F: 3 clusters Score -1316880 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1317263.375000 Penalty: 4581.543457
	Iteration 2F: 3 clusters Score -1317263 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1317610.750000 Penalty: 4581.543457
	Iteration 3F: 3 clusters Score -1317611 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1317991.125000 Penalty: 4581.543457
	Iteration 4F: 3 clusters Score -1317991 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1318540.375000 Penalty: 4581.543457
	Iteration 5F: 3 clusters Score -1318540 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1319390.250000 Penalty: 4581.543457
	Iteration 6F: 3 clusters Score -1319390 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1320754.375000 Penalty: 4581.543457
	Iteration 7F: 3 clusters Score -1320754 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1323312.875000 Penalty: 4581.543457
	Iteration 8F: 3 clusters Score -1323313 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1326135.000000 Penalty: 4581.543457
	Iteration 9F: 3 clusters Score -1326135 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1327564.625000 Penalty: 4581.543457
	Iteration 10Q: 3 clusters Score -1327565 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1327783.375000 Penalty: 4581.543457
	Iteration 11Q: 3 clusters Score -1327783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1327791.500000 Penalty: 4581.543457
	Iteration 12Q: 3 clusters Score -1327792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1327791.750000 Penalty: 4581.543457
	Iteration 13Q: 3 clusters Score -1327792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1327791.750000 Penalty: 4581.543457
	Iteration 14F: 3 clusters Score -1327792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 6106 members 
Entering Unmasked Estep 
Score: -111256912.000000 Penalty: 125624.593750
Splitting cluster 17 changes total score from -111249936.000000 to -111256912.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -617471.625000 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -617471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -612936.812500 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -612936.8 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -614150.375000 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -614150.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -614672.687500 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -614672.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -615340.250000 Penalty: 4230.150391
	Iteration 3F: 3 clusters Score -615340.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -616085.312500 Penalty: 4230.150391
	Iteration 4F: 3 clusters Score -616085.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -616656.875000 Penalty: 4230.150391
	Iteration 5F: 3 clusters Score -616656.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -617016.625000 Penalty: 4230.150391
	Iteration 6F: 3 clusters Score -617016.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -617176.437500 Penalty: 4230.150391
	Iteration 7Q: 3 clusters Score -617176.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -617248.000000 Penalty: 4230.150391
	Iteration 8Q: 3 clusters Score -617248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -617294.062500 Penalty: 4230.150391
	Iteration 9Q: 3 clusters Score -617294.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -617318.687500 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -617318.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -617335.187500 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -617335.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -617353.000000 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -617353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -617365.125000 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -617365.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -617374.375000 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -617374.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -617384.687500 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -617384.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -617393.187500 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -617393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -617398.500000 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -617398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -617404.187500 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -617404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -617406.250000 Penalty: 4230.150391
	Iteration 19Q: 3 clusters Score -617406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -617409.875000 Penalty: 4230.150391
	Iteration 20F: 3 clusters Score -617409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -617411.187500 Penalty: 4230.150391
	Iteration 21Q: 3 clusters Score -617411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -617413.687500 Penalty: 4230.150391
	Iteration 22Q: 3 clusters Score -617413.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -617414.687500 Penalty: 4230.150391
	Iteration 23Q: 3 clusters Score -617414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -617416.375000 Penalty: 4230.150391
	Iteration 24Q: 3 clusters Score -617416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -617418.312500 Penalty: 4230.150391
	Iteration 25Q: 3 clusters Score -617418.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -617419.625000 Penalty: 4230.150391
	Iteration 26Q: 3 clusters Score -617419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -617420.812500 Penalty: 4230.150391
	Iteration 27Q: 3 clusters Score -617420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -617423.875000 Penalty: 4230.150391
	Iteration 28Q: 3 clusters Score -617423.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -617426.750000 Penalty: 4230.150391
	Iteration 29Q: 3 clusters Score -617426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -617428.500000 Penalty: 4230.150391
	Iteration 30Q: 3 clusters Score -617428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -617429.687500 Penalty: 4230.150391
	Iteration 31Q: 3 clusters Score -617429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -617435.500000 Penalty: 4230.150391
	Iteration 32Q: 3 clusters Score -617435.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -617436.687500 Penalty: 4230.150391
	Iteration 33Q: 3 clusters Score -617436.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -617441.062500 Penalty: 4230.150391
	Iteration 34Q: 3 clusters Score -617441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -617442.687500 Penalty: 4230.150391
	Iteration 35Q: 3 clusters Score -617442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -617446.625000 Penalty: 4230.150391
	Iteration 36Q: 3 clusters Score -617446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -617447.562500 Penalty: 4230.150391
	Iteration 37Q: 3 clusters Score -617447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -617450.750000 Penalty: 4230.150391
	Iteration 38Q: 3 clusters Score -617450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -617454.875000 Penalty: 4230.150391
	Iteration 39Q: 3 clusters Score -617454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -617457.750000 Penalty: 4230.150391
	Iteration 40F: 3 clusters Score -617457.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -617463.125000 Penalty: 4230.150391
	Iteration 41Q: 3 clusters Score -617463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -617468.875000 Penalty: 4230.150391
	Iteration 42Q: 3 clusters Score -617468.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -617477.125000 Penalty: 4230.150391
	Iteration 43Q: 3 clusters Score -617477.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -617494.250000 Penalty: 4230.150391
	Iteration 44Q: 3 clusters Score -617494.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -617516.937500 Penalty: 4230.150391
	Iteration 45Q: 3 clusters Score -617516.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -617543.812500 Penalty: 4230.150391
	Iteration 46Q: 3 clusters Score -617543.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -617567.062500 Penalty: 4230.150391
	Iteration 47Q: 3 clusters Score -617567.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -617579.062500 Penalty: 4230.150391
	Iteration 48Q: 3 clusters Score -617579.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -617588.625000 Penalty: 4230.150391
	Iteration 49Q: 3 clusters Score -617588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -617592.500000 Penalty: 4230.150391
	Iteration 50Q: 3 clusters Score -617592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -617595.875000 Penalty: 4230.150391
	Iteration 51Q: 3 clusters Score -617595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -617599.625000 Penalty: 4230.150391
	Iteration 52Q: 3 clusters Score -617599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -617606.687500 Penalty: 4230.150391
	Iteration 53Q: 3 clusters Score -617606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -617617.812500 Penalty: 4230.150391
	Iteration 54Q: 3 clusters Score -617617.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -617624.937500 Penalty: 4230.150391
	Iteration 55Q: 3 clusters Score -617624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -617629.125000 Penalty: 4230.150391
	Iteration 56Q: 3 clusters Score -617629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -617630.125000 Penalty: 4230.150391
	Iteration 57Q: 3 clusters Score -617630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -617631.937500 Penalty: 4230.150391
	Iteration 58Q: 3 clusters Score -617631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -617631.312500 Penalty: 4230.150391
	Iteration 59Q: 3 clusters Score -617631.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -617631.937500 Penalty: 4230.150391
	Iteration 60F: 3 clusters Score -617631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -617632.437500 Penalty: 4230.150391
	Iteration 61Q: 3 clusters Score -617632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -617632.187500 Penalty: 4230.150391
	Iteration 62Q: 3 clusters Score -617632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -617632.187500 Penalty: 4230.150391
	Iteration 63F: 3 clusters Score -617632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 6106 members 
Mstep: Class 38 contains 3004 members 
Entering Unmasked Estep 
Score: -111255968.000000 Penalty: 129019.851562
Splitting cluster 18 changes total score from -111249936.000000 to -111255968.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (6168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Entering Unmasked Estep 
Score: -791940.875000 Penalty: 2164.328125
	Iteration 0F: 2 clusters Score -791940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -786709.375000 Penalty: 4328.656250
	Iteration 0F: 3 clusters Score -786709.4 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -788115.062500 Penalty: 4328.656250
	Iteration 1F: 3 clusters Score -788115.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -788502.312500 Penalty: 4328.656250
	Iteration 2F: 3 clusters Score -788502.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -788864.500000 Penalty: 4328.656250
	Iteration 3F: 3 clusters Score -788864.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -789219.187500 Penalty: 4328.656250
	Iteration 4F: 3 clusters Score -789219.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -789628.937500 Penalty: 4328.656250
	Iteration 5F: 3 clusters Score -789628.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -790050.812500 Penalty: 4328.656250
	Iteration 6F: 3 clusters Score -790050.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -790388.062500 Penalty: 4328.656250
	Iteration 7Q: 3 clusters Score -790388.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -790657.687500 Penalty: 4328.656250
	Iteration 8Q: 3 clusters Score -790657.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -790908.562500 Penalty: 4328.656250
	Iteration 9Q: 3 clusters Score -790908.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -791122.000000 Penalty: 4328.656250
	Iteration 10Q: 3 clusters Score -791122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -791248.812500 Penalty: 4328.656250
	Iteration 11Q: 3 clusters Score -791248.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -791306.625000 Penalty: 4328.656250
	Iteration 12Q: 3 clusters Score -791306.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -791337.062500 Penalty: 4328.656250
	Iteration 13Q: 3 clusters Score -791337.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -791349.750000 Penalty: 4328.656250
	Iteration 14Q: 3 clusters Score -791349.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -791362.250000 Penalty: 4328.656250
	Iteration 15Q: 3 clusters Score -791362.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -791373.250000 Penalty: 4328.656250
	Iteration 16Q: 3 clusters Score -791373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -791377.062500 Penalty: 4328.656250
	Iteration 17Q: 3 clusters Score -791377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -791379.187500 Penalty: 4328.656250
	Iteration 18Q: 3 clusters Score -791379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -791381.000000 Penalty: 4328.656250
	Iteration 19Q: 3 clusters Score -791381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -791383.875000 Penalty: 4328.656250
	Iteration 20F: 3 clusters Score -791383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -791387.125000 Penalty: 4328.656250
	Iteration 21Q: 3 clusters Score -791387.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -791389.500000 Penalty: 4328.656250
	Iteration 22Q: 3 clusters Score -791389.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -791391.875000 Penalty: 4328.656250
	Iteration 23Q: 3 clusters Score -791391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -791394.875000 Penalty: 4328.656250
	Iteration 24Q: 3 clusters Score -791394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -791398.375000 Penalty: 4328.656250
	Iteration 25Q: 3 clusters Score -791398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -791398.312500 Penalty: 4328.656250
	Iteration 26Q: 3 clusters Score -791398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -791399.875000 Penalty: 4328.656250
	Iteration 27Q: 3 clusters Score -791399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -791400.250000 Penalty: 4328.656250
	Iteration 28Q: 3 clusters Score -791400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -791402.437500 Penalty: 4328.656250
	Iteration 29Q: 3 clusters Score -791402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -791402.812500 Penalty: 4328.656250
	Iteration 30Q: 3 clusters Score -791402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -791405.875000 Penalty: 4328.656250
	Iteration 31Q: 3 clusters Score -791405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -791410.562500 Penalty: 4328.656250
	Iteration 32Q: 3 clusters Score -791410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -791414.187500 Penalty: 4328.656250
	Iteration 33Q: 3 clusters Score -791414.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -791417.500000 Penalty: 4328.656250
	Iteration 34Q: 3 clusters Score -791417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -791416.375000 Penalty: 4328.656250
	Iteration 35Q: 3 clusters Score -791416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -791416.687500 Penalty: 4328.656250
	Iteration 36Q: 3 clusters Score -791416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -791417.000000 Penalty: 4328.656250
	Iteration 37Q: 3 clusters Score -791417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -791417.000000 Penalty: 4328.656250
	Iteration 38F: 3 clusters Score -791417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Entering Unmasked Estep 
Score: -21668574.000000 Penalty: 2980.115234
	Iteration 0F: 2 clusters Score -2.166857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -21557850.000000 Penalty: 5960.230469
	Iteration 0F: 3 clusters Score -2.155785e+07 nChanged 79287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -21603622.000000 Penalty: 5960.230469
	Iteration 1F: 3 clusters Score -2.160362e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -21604210.000000 Penalty: 5960.230469
	Iteration 2Q: 3 clusters Score -2.160421e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -21604858.000000 Penalty: 5960.230469
	Iteration 3Q: 3 clusters Score -2.160486e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -21605830.000000 Penalty: 5960.230469
	Iteration 4Q: 3 clusters Score -2.160583e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -21606920.000000 Penalty: 5960.230469
	Iteration 5Q: 3 clusters Score -2.160692e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -21608348.000000 Penalty: 5960.230469
	Iteration 6Q: 3 clusters Score -2.160835e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -21610716.000000 Penalty: 5960.230469
	Iteration 7Q: 3 clusters Score -2.161072e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -21614914.000000 Penalty: 5960.230469
	Iteration 8F: 3 clusters Score -2.161491e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -21622230.000000 Penalty: 5960.230469
	Iteration 9F: 3 clusters Score -2.162223e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -21632486.000000 Penalty: 5960.230469
	Iteration 10F: 3 clusters Score -2.163249e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142109 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -21644756.000000 Penalty: 5960.230469
	Iteration 11F: 3 clusters Score -2.164476e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152856 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -21655006.000000 Penalty: 5960.230469
	Iteration 12F: 3 clusters Score -2.165501e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -21661112.000000 Penalty: 5960.230469
	Iteration 13Q: 3 clusters Score -2.166111e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21663914.000000 Penalty: 5960.230469
	Iteration 14Q: 3 clusters Score -2.166391e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163923 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21665098.000000 Penalty: 5960.230469
	Iteration 15Q: 3 clusters Score -2.16651e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164374 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21665626.000000 Penalty: 5960.230469
	Iteration 16Q: 3 clusters Score -2.166563e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -21665922.000000 Penalty: 5960.230469
	Iteration 17Q: 3 clusters Score -2.166592e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -21666092.000000 Penalty: 5960.230469
	Iteration 18Q: 3 clusters Score -2.166609e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -21666204.000000 Penalty: 5960.230469
	Iteration 19Q: 3 clusters Score -2.16662e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -21666290.000000 Penalty: 5960.230469
	Iteration 20F: 3 clusters Score -2.166629e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -21666372.000000 Penalty: 5960.230469
	Iteration 21Q: 3 clusters Score -2.166637e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164611 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21666406.000000 Penalty: 5960.230469
	Iteration 22Q: 3 clusters Score -2.166641e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -21666438.000000 Penalty: 5960.230469
	Iteration 23Q: 3 clusters Score -2.166644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164581 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -21666460.000000 Penalty: 5960.230469
	Iteration 24Q: 3 clusters Score -2.166646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164558 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21666496.000000 Penalty: 5960.230469
	Iteration 25Q: 3 clusters Score -2.16665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164560 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21666508.000000 Penalty: 5960.230469
	Iteration 26Q: 3 clusters Score -2.166651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21666522.000000 Penalty: 5960.230469
	Iteration 27Q: 3 clusters Score -2.166652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164551 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21666528.000000 Penalty: 5960.230469
	Iteration 28Q: 3 clusters Score -2.166653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21666540.000000 Penalty: 5960.230469
	Iteration 29Q: 3 clusters Score -2.166654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21666544.000000 Penalty: 5960.230469
	Iteration 30Q: 3 clusters Score -2.166654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164532 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -21666528.000000 Penalty: 5960.230469
	Iteration 31Q: 3 clusters Score -2.166653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -21666544.000000 Penalty: 5960.230469
	Iteration 32Q: 3 clusters Score -2.166654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21666552.000000 Penalty: 5960.230469
	Iteration 33Q: 3 clusters Score -2.166655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21666546.000000 Penalty: 5960.230469
	Iteration 34Q: 3 clusters Score -2.166655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21666554.000000 Penalty: 5960.230469
	Iteration 35Q: 3 clusters Score -2.166655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21666554.000000 Penalty: 5960.230469
	Iteration 36Q: 3 clusters Score -2.166655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21666566.000000 Penalty: 5960.230469
	Iteration 37Q: 3 clusters Score -2.166657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21666560.000000 Penalty: 5960.230469
	Iteration 38Q: 3 clusters Score -2.166656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21666562.000000 Penalty: 5960.230469
	Iteration 39Q: 3 clusters Score -2.166656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164502 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21666574.000000 Penalty: 5960.230469
	Iteration 40F: 3 clusters Score -2.166657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21666576.000000 Penalty: 5960.230469
	Iteration 41Q: 3 clusters Score -2.166658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164496 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21666578.000000 Penalty: 5960.230469
	Iteration 42Q: 3 clusters Score -2.166658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164495 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21666578.000000 Penalty: 5960.230469
	Iteration 43Q: 3 clusters Score -2.166658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164495 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21666578.000000 Penalty: 5960.230469
	Iteration 44F: 3 clusters Score -2.166658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1784222.375000 Penalty: 2378.966064
	Iteration 0F: 2 clusters Score -1784222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1773612.500000 Penalty: 4757.932129
	Iteration 0F: 3 clusters Score -1773612 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1777221.000000 Penalty: 4757.932129
	Iteration 1F: 3 clusters Score -1777221 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1778044.125000 Penalty: 4757.932129
	Iteration 2F: 3 clusters Score -1778044 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1779013.500000 Penalty: 4757.932129
	Iteration 3F: 3 clusters Score -1779014 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1780014.750000 Penalty: 4757.932129
	Iteration 4F: 3 clusters Score -1780015 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1780829.250000 Penalty: 4757.932129
	Iteration 5F: 3 clusters Score -1780829 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1781456.125000 Penalty: 4757.932129
	Iteration 6F: 3 clusters Score -1781456 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1781839.375000 Penalty: 4757.932129
	Iteration 7Q: 3 clusters Score -1781839 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1782079.875000 Penalty: 4757.932129
	Iteration 8Q: 3 clusters Score -1782080 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1782263.750000 Penalty: 4757.932129
	Iteration 9Q: 3 clusters Score -1782264 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1782399.250000 Penalty: 4757.932129
	Iteration 10Q: 3 clusters Score -1782399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1782505.125000 Penalty: 4757.932129
	Iteration 11Q: 3 clusters Score -1782505 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1782587.000000 Penalty: 4757.932129
	Iteration 12Q: 3 clusters Score -1782587 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1782658.250000 Penalty: 4757.932129
	Iteration 13Q: 3 clusters Score -1782658 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1782707.875000 Penalty: 4757.932129
	Iteration 14Q: 3 clusters Score -1782708 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1782750.125000 Penalty: 4757.932129
	Iteration 15Q: 3 clusters Score -1782750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1782780.250000 Penalty: 4757.932129
	Iteration 16Q: 3 clusters Score -1782780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1782812.375000 Penalty: 4757.932129
	Iteration 17Q: 3 clusters Score -1782812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1782838.875000 Penalty: 4757.932129
	Iteration 18Q: 3 clusters Score -1782839 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1782864.375000 Penalty: 4757.932129
	Iteration 19Q: 3 clusters Score -1782864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1782875.250000 Penalty: 4757.932129
	Iteration 20F: 3 clusters Score -1782875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1782885.125000 Penalty: 4757.932129
	Iteration 21Q: 3 clusters Score -1782885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1782897.250000 Penalty: 4757.932129
	Iteration 22Q: 3 clusters Score -1782897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1782899.625000 Penalty: 4757.932129
	Iteration 23Q: 3 clusters Score -1782900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1782906.875000 Penalty: 4757.932129
	Iteration 24Q: 3 clusters Score -1782907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1782913.625000 Penalty: 4757.932129
	Iteration 25Q: 3 clusters Score -1782914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1782916.000000 Penalty: 4757.932129
	Iteration 26Q: 3 clusters Score -1782916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1782919.375000 Penalty: 4757.932129
	Iteration 27Q: 3 clusters Score -1782919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1782922.500000 Penalty: 4757.932129
	Iteration 28Q: 3 clusters Score -1782922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1782926.000000 Penalty: 4757.932129
	Iteration 29Q: 3 clusters Score -1782926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1782926.250000 Penalty: 4757.932129
	Iteration 30Q: 3 clusters Score -1782926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1782927.750000 Penalty: 4757.932129
	Iteration 31Q: 3 clusters Score -1782928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1782931.625000 Penalty: 4757.932129
	Iteration 32Q: 3 clusters Score -1782932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1782932.625000 Penalty: 4757.932129
	Iteration 33Q: 3 clusters Score -1782933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1782934.125000 Penalty: 4757.932129
	Iteration 34Q: 3 clusters Score -1782934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1782934.125000 Penalty: 4757.932129
	Iteration 35Q: 3 clusters Score -1782934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1782932.875000 Penalty: 4757.932129
	Iteration 36Q: 3 clusters Score -1782933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1782939.250000 Penalty: 4757.932129
	Iteration 37Q: 3 clusters Score -1782939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1782938.875000 Penalty: 4757.932129
	Iteration 38Q: 3 clusters Score -1782939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1782940.750000 Penalty: 4757.932129
	Iteration 39Q: 3 clusters Score -1782941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1782942.000000 Penalty: 4757.932129
	Iteration 40F: 3 clusters Score -1782942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1782942.750000 Penalty: 4757.932129
	Iteration 41Q: 3 clusters Score -1782943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1782948.625000 Penalty: 4757.932129
	Iteration 42Q: 3 clusters Score -1782949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1782948.125000 Penalty: 4757.932129
	Iteration 43Q: 3 clusters Score -1782948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1782952.250000 Penalty: 4757.932129
	Iteration 44Q: 3 clusters Score -1782952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1782958.000000 Penalty: 4757.932129
	Iteration 45Q: 3 clusters Score -1782958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1782962.875000 Penalty: 4757.932129
	Iteration 46Q: 3 clusters Score -1782963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1782967.625000 Penalty: 4757.932129
	Iteration 47Q: 3 clusters Score -1782968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1782966.875000 Penalty: 4757.932129
	Iteration 48Q: 3 clusters Score -1782967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1782963.750000 Penalty: 4757.932129
	Iteration 49Q: 3 clusters Score -1782964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1782965.375000 Penalty: 4757.932129
	Iteration 50Q: 3 clusters Score -1782965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1782966.625000 Penalty: 4757.932129
	Iteration 51Q: 3 clusters Score -1782967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1782966.375000 Penalty: 4757.932129
	Iteration 52Q: 3 clusters Score -1782966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1782965.875000 Penalty: 4757.932129
	Iteration 53Q: 3 clusters Score -1782966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1782963.375000 Penalty: 4757.932129
	Iteration 54Q: 3 clusters Score -1782963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1782966.375000 Penalty: 4757.932129
	Iteration 55Q: 3 clusters Score -1782966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1782962.250000 Penalty: 4757.932129
	Iteration 56Q: 3 clusters Score -1782962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1782964.750000 Penalty: 4757.932129
	Iteration 57Q: 3 clusters Score -1782965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1782965.625000 Penalty: 4757.932129
	Iteration 58Q: 3 clusters Score -1782966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1782962.750000 Penalty: 4757.932129
	Iteration 59Q: 3 clusters Score -1782963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1782966.750000 Penalty: 4757.932129
	Iteration 60F: 3 clusters Score -1782967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1782965.375000 Penalty: 4757.932129
	Iteration 61Q: 3 clusters Score -1782965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1782967.125000 Penalty: 4757.932129
	Iteration 62Q: 3 clusters Score -1782967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1782969.375000 Penalty: 4757.932129
	Iteration 63Q: 3 clusters Score -1782969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1782972.625000 Penalty: 4757.932129
	Iteration 64Q: 3 clusters Score -1782973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1782972.500000 Penalty: 4757.932129
	Iteration 65Q: 3 clusters Score -1782972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1782974.000000 Penalty: 4757.932129
	Iteration 66Q: 3 clusters Score -1782974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1782974.000000 Penalty: 4757.932129
	Iteration 67F: 3 clusters Score -1782974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Entering Unmasked Estep 
Score: -10897445.000000 Penalty: 2811.282959
	Iteration 0F: 2 clusters Score -1.089744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -10841470.000000 Penalty: 5622.565918
	Iteration 0F: 3 clusters Score -1.084147e+07 nChanged 39258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -10864288.000000 Penalty: 5622.565918
	Iteration 1F: 3 clusters Score -1.086429e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -10865437.000000 Penalty: 5622.565918
	Iteration 2Q: 3 clusters Score -1.086544e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -10866822.000000 Penalty: 5622.565918
	Iteration 3Q: 3 clusters Score -1.086682e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -10868869.000000 Penalty: 5622.565918
	Iteration 4F: 3 clusters Score -1.086887e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -10871441.000000 Penalty: 5622.565918
	Iteration 5F: 3 clusters Score -1.087144e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -10874606.000000 Penalty: 5622.565918
	Iteration 6F: 3 clusters Score -1.087461e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -10878282.000000 Penalty: 5622.565918
	Iteration 7F: 3 clusters Score -1.087828e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -10881671.000000 Penalty: 5622.565918
	Iteration 8F: 3 clusters Score -1.088167e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -10884663.000000 Penalty: 5622.565918
	Iteration 9F: 3 clusters Score -1.088466e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -10887444.000000 Penalty: 5622.565918
	Iteration 10Q: 3 clusters Score -1.088744e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -10889780.000000 Penalty: 5622.565918
	Iteration 11Q: 3 clusters Score -1.088978e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -10891647.000000 Penalty: 5622.565918
	Iteration 12Q: 3 clusters Score -1.089165e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10893016.000000 Penalty: 5622.565918
	Iteration 13Q: 3 clusters Score -1.089302e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -10893857.000000 Penalty: 5622.565918
	Iteration 14Q: 3 clusters Score -1.089386e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10894470.000000 Penalty: 5622.565918
	Iteration 15Q: 3 clusters Score -1.089447e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10894808.000000 Penalty: 5622.565918
	Iteration 16Q: 3 clusters Score -1.089481e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10895002.000000 Penalty: 5622.565918
	Iteration 17Q: 3 clusters Score -1.0895e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10895141.000000 Penalty: 5622.565918
	Iteration 18Q: 3 clusters Score -1.089514e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10895243.000000 Penalty: 5622.565918
	Iteration 19Q: 3 clusters Score -1.089524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10895299.000000 Penalty: 5622.565918
	Iteration 20F: 3 clusters Score -1.08953e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10895331.000000 Penalty: 5622.565918
	Iteration 21Q: 3 clusters Score -1.089533e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10895365.000000 Penalty: 5622.565918
	Iteration 22Q: 3 clusters Score -1.089536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10895387.000000 Penalty: 5622.565918
	Iteration 23Q: 3 clusters Score -1.089539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10895396.000000 Penalty: 5622.565918
	Iteration 24Q: 3 clusters Score -1.08954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10895404.000000 Penalty: 5622.565918
	Iteration 25Q: 3 clusters Score -1.08954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10895415.000000 Penalty: 5622.565918
	Iteration 26Q: 3 clusters Score -1.089542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10895414.000000 Penalty: 5622.565918
	Iteration 27Q: 3 clusters Score -1.089541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10895428.000000 Penalty: 5622.565918
	Iteration 28Q: 3 clusters Score -1.089543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10895417.000000 Penalty: 5622.565918
	Iteration 29Q: 3 clusters Score -1.089542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10895422.000000 Penalty: 5622.565918
	Iteration 30Q: 3 clusters Score -1.089542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10895430.000000 Penalty: 5622.565918
	Iteration 31Q: 3 clusters Score -1.089543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10895433.000000 Penalty: 5622.565918
	Iteration 32Q: 3 clusters Score -1.089543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10895434.000000 Penalty: 5622.565918
	Iteration 33Q: 3 clusters Score -1.089543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10895435.000000 Penalty: 5622.565918
	Iteration 34Q: 3 clusters Score -1.089544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10895441.000000 Penalty: 5622.565918
	Iteration 35Q: 3 clusters Score -1.089544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10895438.000000 Penalty: 5622.565918
	Iteration 36Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10895437.000000 Penalty: 5622.565918
	Iteration 37Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10895442.000000 Penalty: 5622.565918
	Iteration 38Q: 3 clusters Score -1.089544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10895435.000000 Penalty: 5622.565918
	Iteration 39Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10895435.000000 Penalty: 5622.565918
	Iteration 40F: 3 clusters Score -1.089544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10895437.000000 Penalty: 5622.565918
	Iteration 41Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10895441.000000 Penalty: 5622.565918
	Iteration 42Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10895439.000000 Penalty: 5622.565918
	Iteration 43Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10895435.000000 Penalty: 5622.565918
	Iteration 44Q: 3 clusters Score -1.089544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10895444.000000 Penalty: 5622.565918
	Iteration 45Q: 3 clusters Score -1.089544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10895443.000000 Penalty: 5622.565918
	Iteration 46Q: 3 clusters Score -1.089544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10895443.000000 Penalty: 5622.565918
	Iteration 47F: 3 clusters Score -1.089544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Entering Unmasked Estep 
Score: -2710210.750000 Penalty: 2487.152832
	Iteration 0F: 2 clusters Score -2710211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2694406.000000 Penalty: 4974.305664
	Iteration 0F: 3 clusters Score -2694406 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2700543.500000 Penalty: 4974.305664
	Iteration 1F: 3 clusters Score -2700544 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2702234.500000 Penalty: 4974.305664
	Iteration 2F: 3 clusters Score -2702234 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2704376.500000 Penalty: 4974.305664
	Iteration 3F: 3 clusters Score -2704376 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2706354.000000 Penalty: 4974.305664
	Iteration 4F: 3 clusters Score -2706354 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2707617.750000 Penalty: 4974.305664
	Iteration 5F: 3 clusters Score -2707618 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2708308.500000 Penalty: 4974.305664
	Iteration 6F: 3 clusters Score -2708308 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2708685.750000 Penalty: 4974.305664
	Iteration 7Q: 3 clusters Score -2708686 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2708935.000000 Penalty: 4974.305664
	Iteration 8Q: 3 clusters Score -2708935 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2709087.250000 Penalty: 4974.305664
	Iteration 9Q: 3 clusters Score -2709087 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2709252.250000 Penalty: 4974.305664
	Iteration 10Q: 3 clusters Score -2709252 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2709421.250000 Penalty: 4974.305664
	Iteration 11Q: 3 clusters Score -2709421 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2709573.000000 Penalty: 4974.305664
	Iteration 12Q: 3 clusters Score -2709573 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2709713.750000 Penalty: 4974.305664
	Iteration 13Q: 3 clusters Score -2709714 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2709872.250000 Penalty: 4974.305664
	Iteration 14Q: 3 clusters Score -2709872 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2710008.000000 Penalty: 4974.305664
	Iteration 15Q: 3 clusters Score -2710008 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2710123.000000 Penalty: 4974.305664
	Iteration 16Q: 3 clusters Score -2710123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2710203.000000 Penalty: 4974.305664
	Iteration 17Q: 3 clusters Score -2710203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2710289.750000 Penalty: 4974.305664
	Iteration 18Q: 3 clusters Score -2710290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2710352.000000 Penalty: 4974.305664
	Iteration 19Q: 3 clusters Score -2710352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2710389.500000 Penalty: 4974.305664
	Iteration 20F: 3 clusters Score -2710390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2710425.750000 Penalty: 4974.305664
	Iteration 21Q: 3 clusters Score -2710426 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2710448.000000 Penalty: 4974.305664
	Iteration 22Q: 3 clusters Score -2710448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2710473.500000 Penalty: 4974.305664
	Iteration 23Q: 3 clusters Score -2710474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2710497.750000 Penalty: 4974.305664
	Iteration 24Q: 3 clusters Score -2710498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2710523.500000 Penalty: 4974.305664
	Iteration 25Q: 3 clusters Score -2710524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2710527.750000 Penalty: 4974.305664
	Iteration 26Q: 3 clusters Score -2710528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2710553.000000 Penalty: 4974.305664
	Iteration 27Q: 3 clusters Score -2710553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2710567.750000 Penalty: 4974.305664
	Iteration 28Q: 3 clusters Score -2710568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2710579.750000 Penalty: 4974.305664
	Iteration 29Q: 3 clusters Score -2710580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2710583.250000 Penalty: 4974.305664
	Iteration 30Q: 3 clusters Score -2710583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2710590.250000 Penalty: 4974.305664
	Iteration 31Q: 3 clusters Score -2710590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2710598.000000 Penalty: 4974.305664
	Iteration 32Q: 3 clusters Score -2710598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2710601.000000 Penalty: 4974.305664
	Iteration 33Q: 3 clusters Score -2710601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2710606.500000 Penalty: 4974.305664
	Iteration 34Q: 3 clusters Score -2710606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2710604.000000 Penalty: 4974.305664
	Iteration 35Q: 3 clusters Score -2710604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2710607.750000 Penalty: 4974.305664
	Iteration 36Q: 3 clusters Score -2710608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2710611.250000 Penalty: 4974.305664
	Iteration 37Q: 3 clusters Score -2710611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2710608.250000 Penalty: 4974.305664
	Iteration 38Q: 3 clusters Score -2710608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2710613.750000 Penalty: 4974.305664
	Iteration 39Q: 3 clusters Score -2710614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2710614.000000 Penalty: 4974.305664
	Iteration 40F: 3 clusters Score -2710614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2710625.250000 Penalty: 4974.305664
	Iteration 41Q: 3 clusters Score -2710625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2710622.000000 Penalty: 4974.305664
	Iteration 42Q: 3 clusters Score -2710622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2710621.750000 Penalty: 4974.305664
	Iteration 43Q: 3 clusters Score -2710622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2710626.750000 Penalty: 4974.305664
	Iteration 44Q: 3 clusters Score -2710627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2710641.500000 Penalty: 4974.305664
	Iteration 45Q: 3 clusters Score -2710642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2710636.000000 Penalty: 4974.305664
	Iteration 46Q: 3 clusters Score -2710636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2710639.000000 Penalty: 4974.305664
	Iteration 47Q: 3 clusters Score -2710639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2710640.500000 Penalty: 4974.305664
	Iteration 48Q: 3 clusters Score -2710640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2710639.250000 Penalty: 4974.305664
	Iteration 49Q: 3 clusters Score -2710639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2710638.000000 Penalty: 4974.305664
	Iteration 50Q: 3 clusters Score -2710638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2710637.750000 Penalty: 4974.305664
	Iteration 51Q: 3 clusters Score -2710638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2710641.000000 Penalty: 4974.305664
	Iteration 52Q: 3 clusters Score -2710641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2710646.250000 Penalty: 4974.305664
	Iteration 53Q: 3 clusters Score -2710646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2710643.500000 Penalty: 4974.305664
	Iteration 54Q: 3 clusters Score -2710644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2710643.500000 Penalty: 4974.305664
	Iteration 55Q: 3 clusters Score -2710644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2710643.500000 Penalty: 4974.305664
	Iteration 56Q: 3 clusters Score -2710644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2710645.500000 Penalty: 4974.305664
	Iteration 57Q: 3 clusters Score -2710646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2710651.000000 Penalty: 4974.305664
	Iteration 58Q: 3 clusters Score -2710651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2710655.250000 Penalty: 4974.305664
	Iteration 59Q: 3 clusters Score -2710655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2710660.000000 Penalty: 4974.305664
	Iteration 60F: 3 clusters Score -2710660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2710662.750000 Penalty: 4974.305664
	Iteration 61Q: 3 clusters Score -2710663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2710663.750000 Penalty: 4974.305664
	Iteration 62Q: 3 clusters Score -2710664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2710660.750000 Penalty: 4974.305664
	Iteration 63Q: 3 clusters Score -2710661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2710665.500000 Penalty: 4974.305664
	Iteration 64Q: 3 clusters Score -2710666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2710665.500000 Penalty: 4974.305664
	Iteration 65F: 3 clusters Score -2710666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 19452 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 6106 members 
Mstep: Class 38 contains 3004 members 
Mstep: Class 39 contains 3219 members 
Entering Unmasked Estep 
Score: -111255672.000000 Penalty: 132415.109375
Splitting cluster 23 changes total score from -111249936.000000 to -111255672.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (9574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Entering Unmasked Estep 
Score: -1256625.875000 Penalty: 2273.367920
	Iteration 0F: 2 clusters Score -1256626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1249235.125000 Penalty: 4546.735840
	Iteration 0F: 3 clusters Score -1249235 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1251533.875000 Penalty: 4546.735840
	Iteration 1F: 3 clusters Score -1251534 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1251976.750000 Penalty: 4546.735840
	Iteration 2F: 3 clusters Score -1251977 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1252351.125000 Penalty: 4546.735840
	Iteration 3F: 3 clusters Score -1252351 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1252674.750000 Penalty: 4546.735840
	Iteration 4F: 3 clusters Score -1252675 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1252999.125000 Penalty: 4546.735840
	Iteration 5Q: 3 clusters Score -1252999 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1253325.125000 Penalty: 4546.735840
	Iteration 6Q: 3 clusters Score -1253325 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1253634.375000 Penalty: 4546.735840
	Iteration 7Q: 3 clusters Score -1253634 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1253874.375000 Penalty: 4546.735840
	Iteration 8Q: 3 clusters Score -1253874 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1254028.500000 Penalty: 4546.735840
	Iteration 9Q: 3 clusters Score -1254028 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1254158.250000 Penalty: 4546.735840
	Iteration 10Q: 3 clusters Score -1254158 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1254272.125000 Penalty: 4546.735840
	Iteration 11Q: 3 clusters Score -1254272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1254377.000000 Penalty: 4546.735840
	Iteration 12Q: 3 clusters Score -1254377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1254465.125000 Penalty: 4546.735840
	Iteration 13Q: 3 clusters Score -1254465 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1254542.875000 Penalty: 4546.735840
	Iteration 14Q: 3 clusters Score -1254543 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1254610.750000 Penalty: 4546.735840
	Iteration 15Q: 3 clusters Score -1254611 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1254661.875000 Penalty: 4546.735840
	Iteration 16Q: 3 clusters Score -1254662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1254704.750000 Penalty: 4546.735840
	Iteration 17Q: 3 clusters Score -1254705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1254734.625000 Penalty: 4546.735840
	Iteration 18Q: 3 clusters Score -1254735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1254752.125000 Penalty: 4546.735840
	Iteration 19Q: 3 clusters Score -1254752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1254770.375000 Penalty: 4546.735840
	Iteration 20F: 3 clusters Score -1254770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1254779.250000 Penalty: 4546.735840
	Iteration 21Q: 3 clusters Score -1254779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1254787.250000 Penalty: 4546.735840
	Iteration 22Q: 3 clusters Score -1254787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1254792.875000 Penalty: 4546.735840
	Iteration 23Q: 3 clusters Score -1254793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1254798.625000 Penalty: 4546.735840
	Iteration 24Q: 3 clusters Score -1254799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1254800.125000 Penalty: 4546.735840
	Iteration 25Q: 3 clusters Score -1254800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1254805.875000 Penalty: 4546.735840
	Iteration 26Q: 3 clusters Score -1254806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1254811.125000 Penalty: 4546.735840
	Iteration 27Q: 3 clusters Score -1254811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1254812.875000 Penalty: 4546.735840
	Iteration 28Q: 3 clusters Score -1254813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1254819.000000 Penalty: 4546.735840
	Iteration 29Q: 3 clusters Score -1254819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1254819.875000 Penalty: 4546.735840
	Iteration 30Q: 3 clusters Score -1254820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1254822.125000 Penalty: 4546.735840
	Iteration 31Q: 3 clusters Score -1254822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1254824.000000 Penalty: 4546.735840
	Iteration 32Q: 3 clusters Score -1254824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1254822.375000 Penalty: 4546.735840
	Iteration 33Q: 3 clusters Score -1254822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1254823.625000 Penalty: 4546.735840
	Iteration 34Q: 3 clusters Score -1254824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1254823.875000 Penalty: 4546.735840
	Iteration 35Q: 3 clusters Score -1254824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1254825.000000 Penalty: 4546.735840
	Iteration 36Q: 3 clusters Score -1254825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1254828.000000 Penalty: 4546.735840
	Iteration 37Q: 3 clusters Score -1254828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1254828.500000 Penalty: 4546.735840
	Iteration 38Q: 3 clusters Score -1254828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1254827.875000 Penalty: 4546.735840
	Iteration 39Q: 3 clusters Score -1254828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1254828.625000 Penalty: 4546.735840
	Iteration 40F: 3 clusters Score -1254829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1254829.250000 Penalty: 4546.735840
	Iteration 41Q: 3 clusters Score -1254829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1254832.125000 Penalty: 4546.735840
	Iteration 42Q: 3 clusters Score -1254832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1254834.250000 Penalty: 4546.735840
	Iteration 43Q: 3 clusters Score -1254834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1254837.250000 Penalty: 4546.735840
	Iteration 44Q: 3 clusters Score -1254837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1254839.750000 Penalty: 4546.735840
	Iteration 45Q: 3 clusters Score -1254840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1254841.125000 Penalty: 4546.735840
	Iteration 46Q: 3 clusters Score -1254841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1254841.625000 Penalty: 4546.735840
	Iteration 47Q: 3 clusters Score -1254842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1254845.625000 Penalty: 4546.735840
	Iteration 48Q: 3 clusters Score -1254846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1254844.000000 Penalty: 4546.735840
	Iteration 49Q: 3 clusters Score -1254844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1254844.750000 Penalty: 4546.735840
	Iteration 50Q: 3 clusters Score -1254845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1254845.250000 Penalty: 4546.735840
	Iteration 51Q: 3 clusters Score -1254845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1254844.500000 Penalty: 4546.735840
	Iteration 52Q: 3 clusters Score -1254844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1254845.250000 Penalty: 4546.735840
	Iteration 53Q: 3 clusters Score -1254845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1254845.250000 Penalty: 4546.735840
	Iteration 54F: 3 clusters Score -1254845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Entering Unmasked Estep 
Score: -2325799.750000 Penalty: 2444.710938
	Iteration 0F: 2 clusters Score -2325800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2312198.250000 Penalty: 4889.421875
	Iteration 0F: 3 clusters Score -2312198 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2316815.750000 Penalty: 4889.421875
	Iteration 1F: 3 clusters Score -2316816 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2317318.750000 Penalty: 4889.421875
	Iteration 2F: 3 clusters Score -2317319 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2317726.500000 Penalty: 4889.421875
	Iteration 3F: 3 clusters Score -2317726 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2318074.500000 Penalty: 4889.421875
	Iteration 4Q: 3 clusters Score -2318074 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2318426.750000 Penalty: 4889.421875
	Iteration 5Q: 3 clusters Score -2318427 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2318799.750000 Penalty: 4889.421875
	Iteration 6Q: 3 clusters Score -2318800 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2319131.000000 Penalty: 4889.421875
	Iteration 7Q: 3 clusters Score -2319131 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2319437.000000 Penalty: 4889.421875
	Iteration 8Q: 3 clusters Score -2319437 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2319712.750000 Penalty: 4889.421875
	Iteration 9Q: 3 clusters Score -2319713 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2319993.750000 Penalty: 4889.421875
	Iteration 10Q: 3 clusters Score -2319994 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2320260.500000 Penalty: 4889.421875
	Iteration 11Q: 3 clusters Score -2320260 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2320543.500000 Penalty: 4889.421875
	Iteration 12Q: 3 clusters Score -2320544 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2320856.500000 Penalty: 4889.421875
	Iteration 13Q: 3 clusters Score -2320856 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2321173.750000 Penalty: 4889.421875
	Iteration 14Q: 3 clusters Score -2321174 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2321444.750000 Penalty: 4889.421875
	Iteration 15Q: 3 clusters Score -2321445 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2321696.750000 Penalty: 4889.421875
	Iteration 16Q: 3 clusters Score -2321697 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2321877.500000 Penalty: 4889.421875
	Iteration 17Q: 3 clusters Score -2321878 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2322014.500000 Penalty: 4889.421875
	Iteration 18Q: 3 clusters Score -2322014 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2322136.500000 Penalty: 4889.421875
	Iteration 19Q: 3 clusters Score -2322136 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2322252.000000 Penalty: 4889.421875
	Iteration 20F: 3 clusters Score -2322252 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2322374.750000 Penalty: 4889.421875
	Iteration 21Q: 3 clusters Score -2322375 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2322504.000000 Penalty: 4889.421875
	Iteration 22Q: 3 clusters Score -2322504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2322605.500000 Penalty: 4889.421875
	Iteration 23Q: 3 clusters Score -2322606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2322734.250000 Penalty: 4889.421875
	Iteration 24Q: 3 clusters Score -2322734 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2322845.250000 Penalty: 4889.421875
	Iteration 25Q: 3 clusters Score -2322845 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2322937.000000 Penalty: 4889.421875
	Iteration 26Q: 3 clusters Score -2322937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2323027.250000 Penalty: 4889.421875
	Iteration 27Q: 3 clusters Score -2323027 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2323119.000000 Penalty: 4889.421875
	Iteration 28Q: 3 clusters Score -2323119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2323210.250000 Penalty: 4889.421875
	Iteration 29Q: 3 clusters Score -2323210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2323307.500000 Penalty: 4889.421875
	Iteration 30Q: 3 clusters Score -2323308 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2323422.750000 Penalty: 4889.421875
	Iteration 31Q: 3 clusters Score -2323423 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2323516.750000 Penalty: 4889.421875
	Iteration 32Q: 3 clusters Score -2323517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2323608.500000 Penalty: 4889.421875
	Iteration 33Q: 3 clusters Score -2323608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2323682.250000 Penalty: 4889.421875
	Iteration 34Q: 3 clusters Score -2323682 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2323761.750000 Penalty: 4889.421875
	Iteration 35Q: 3 clusters Score -2323762 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2323833.750000 Penalty: 4889.421875
	Iteration 36Q: 3 clusters Score -2323834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2323916.250000 Penalty: 4889.421875
	Iteration 37Q: 3 clusters Score -2323916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2324003.000000 Penalty: 4889.421875
	Iteration 38Q: 3 clusters Score -2324003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2324093.250000 Penalty: 4889.421875
	Iteration 39Q: 3 clusters Score -2324093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2324158.000000 Penalty: 4889.421875
	Iteration 40F: 3 clusters Score -2324158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2324199.750000 Penalty: 4889.421875
	Iteration 41Q: 3 clusters Score -2324200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2324218.250000 Penalty: 4889.421875
	Iteration 42Q: 3 clusters Score -2324218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2324240.500000 Penalty: 4889.421875
	Iteration 43Q: 3 clusters Score -2324240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2324251.000000 Penalty: 4889.421875
	Iteration 44Q: 3 clusters Score -2324251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2324253.750000 Penalty: 4889.421875
	Iteration 45Q: 3 clusters Score -2324254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2324267.500000 Penalty: 4889.421875
	Iteration 46Q: 3 clusters Score -2324268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2324282.000000 Penalty: 4889.421875
	Iteration 47Q: 3 clusters Score -2324282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2324290.250000 Penalty: 4889.421875
	Iteration 48Q: 3 clusters Score -2324290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2324292.500000 Penalty: 4889.421875
	Iteration 49Q: 3 clusters Score -2324292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2324302.250000 Penalty: 4889.421875
	Iteration 50Q: 3 clusters Score -2324302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2324301.750000 Penalty: 4889.421875
	Iteration 51Q: 3 clusters Score -2324302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2324304.000000 Penalty: 4889.421875
	Iteration 52Q: 3 clusters Score -2324304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2324311.500000 Penalty: 4889.421875
	Iteration 53Q: 3 clusters Score -2324312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2324316.500000 Penalty: 4889.421875
	Iteration 54Q: 3 clusters Score -2324316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2324319.500000 Penalty: 4889.421875
	Iteration 55Q: 3 clusters Score -2324320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2324319.750000 Penalty: 4889.421875
	Iteration 56Q: 3 clusters Score -2324320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2324323.250000 Penalty: 4889.421875
	Iteration 57Q: 3 clusters Score -2324323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2324325.500000 Penalty: 4889.421875
	Iteration 58Q: 3 clusters Score -2324326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2324325.500000 Penalty: 4889.421875
	Iteration 59F: 3 clusters Score -2324326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -491047.031250 Penalty: 2043.811768
	Iteration 0F: 2 clusters Score -491047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -487296.093750 Penalty: 4087.623535
	Iteration 0F: 3 clusters Score -487296.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -488107.656250 Penalty: 4087.623535
	Iteration 1F: 3 clusters Score -488107.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -488310.250000 Penalty: 4087.623535
	Iteration 2F: 3 clusters Score -488310.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -488427.343750 Penalty: 4087.623535
	Iteration 3F: 3 clusters Score -488427.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -488516.812500 Penalty: 4087.623535
	Iteration 4Q: 3 clusters Score -488516.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -488599.843750 Penalty: 4087.623535
	Iteration 5Q: 3 clusters Score -488599.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -488656.906250 Penalty: 4087.623535
	Iteration 6Q: 3 clusters Score -488656.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -488691.937500 Penalty: 4087.623535
	Iteration 7Q: 3 clusters Score -488691.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -488717.000000 Penalty: 4087.623535
	Iteration 8Q: 3 clusters Score -488717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -488739.343750 Penalty: 4087.623535
	Iteration 9Q: 3 clusters Score -488739.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -488758.531250 Penalty: 4087.623535
	Iteration 10Q: 3 clusters Score -488758.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -488782.468750 Penalty: 4087.623535
	Iteration 11Q: 3 clusters Score -488782.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -488798.468750 Penalty: 4087.623535
	Iteration 12Q: 3 clusters Score -488798.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -488819.125000 Penalty: 4087.623535
	Iteration 13Q: 3 clusters Score -488819.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -488841.625000 Penalty: 4087.623535
	Iteration 14Q: 3 clusters Score -488841.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -488858.312500 Penalty: 4087.623535
	Iteration 15Q: 3 clusters Score -488858.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -488874.031250 Penalty: 4087.623535
	Iteration 16Q: 3 clusters Score -488874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -488882.343750 Penalty: 4087.623535
	Iteration 17Q: 3 clusters Score -488882.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -488888.656250 Penalty: 4087.623535
	Iteration 18Q: 3 clusters Score -488888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -488894.500000 Penalty: 4087.623535
	Iteration 19Q: 3 clusters Score -488894.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -488899.000000 Penalty: 4087.623535
	Iteration 20F: 3 clusters Score -488899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -488901.500000 Penalty: 4087.623535
	Iteration 21Q: 3 clusters Score -488901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -488904.593750 Penalty: 4087.623535
	Iteration 22Q: 3 clusters Score -488904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -488907.531250 Penalty: 4087.623535
	Iteration 23Q: 3 clusters Score -488907.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -488910.000000 Penalty: 4087.623535
	Iteration 24Q: 3 clusters Score -488910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -488914.750000 Penalty: 4087.623535
	Iteration 25Q: 3 clusters Score -488914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -488918.406250 Penalty: 4087.623535
	Iteration 26Q: 3 clusters Score -488918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -488923.437500 Penalty: 4087.623535
	Iteration 27Q: 3 clusters Score -488923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -488925.906250 Penalty: 4087.623535
	Iteration 28Q: 3 clusters Score -488925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -488926.093750 Penalty: 4087.623535
	Iteration 29Q: 3 clusters Score -488926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -488926.937500 Penalty: 4087.623535
	Iteration 30Q: 3 clusters Score -488926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -488927.468750 Penalty: 4087.623535
	Iteration 31Q: 3 clusters Score -488927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -488928.031250 Penalty: 4087.623535
	Iteration 32Q: 3 clusters Score -488928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -488930.093750 Penalty: 4087.623535
	Iteration 33Q: 3 clusters Score -488930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -488930.187500 Penalty: 4087.623535
	Iteration 34Q: 3 clusters Score -488930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -488930.656250 Penalty: 4087.623535
	Iteration 35Q: 3 clusters Score -488930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -488931.656250 Penalty: 4087.623535
	Iteration 36Q: 3 clusters Score -488931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -488931.562500 Penalty: 4087.623535
	Iteration 37Q: 3 clusters Score -488931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -488931.562500 Penalty: 4087.623535
	Iteration 38F: 3 clusters Score -488931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Entering Unmasked Estep 
Score: -907016.500000 Penalty: 2204.240723
	Iteration 0F: 2 clusters Score -907016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -901156.312500 Penalty: 4408.481445
	Iteration 0F: 3 clusters Score -901156.3 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -903362.562500 Penalty: 4408.481445
	Iteration 1F: 3 clusters Score -903362.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -904854.687500 Penalty: 4408.481445
	Iteration 2F: 3 clusters Score -904854.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -906570.000000 Penalty: 4408.481445
	Iteration 3F: 3 clusters Score -906570 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -908489.687500 Penalty: 4408.481445
	Iteration 4F: 3 clusters Score -908489.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -909872.937500 Penalty: 4408.481445
	Iteration 5F: 3 clusters Score -909872.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -910684.125000 Penalty: 4408.481445
	Iteration 6Q: 3 clusters Score -910684.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -911190.500000 Penalty: 4408.481445
	Iteration 7Q: 3 clusters Score -911190.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -911312.312500 Penalty: 4408.481445
	Iteration 8Q: 3 clusters Score -911312.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -911330.562500 Penalty: 4408.481445
	Iteration 9Q: 3 clusters Score -911330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -911332.437500 Penalty: 4408.481445
	Iteration 10Q: 3 clusters Score -911332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -911333.750000 Penalty: 4408.481445
	Iteration 11Q: 3 clusters Score -911333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -911334.125000 Penalty: 4408.481445
	Iteration 12Q: 3 clusters Score -911334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -911334.125000 Penalty: 4408.481445
	Iteration 13F: 3 clusters Score -911334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 19452 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 6106 members 
Mstep: Class 38 contains 3004 members 
Mstep: Class 39 contains 3219 members 
Mstep: Class 40 contains 4617 members 
Entering Unmasked Estep 
Score: -111258592.000000 Penalty: 135810.375000
Splitting cluster 27 changes total score from -111249936.000000 to -111258592.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -701009.562500 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -701009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -696114.187500 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -696114.2 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -697411.812500 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -697411.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -697674.250000 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -697674.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -697859.875000 Penalty: 4277.807617
	Iteration 3F: 3 clusters Score -697859.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -698058.500000 Penalty: 4277.807617
	Iteration 4Q: 3 clusters Score -698058.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -698340.375000 Penalty: 4277.807617
	Iteration 5Q: 3 clusters Score -698340.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -698728.312500 Penalty: 4277.807617
	Iteration 6F: 3 clusters Score -698728.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -699148.312500 Penalty: 4277.807617
	Iteration 7F: 3 clusters Score -699148.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -699560.625000 Penalty: 4277.807617
	Iteration 8F: 3 clusters Score -699560.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -699951.625000 Penalty: 4277.807617
	Iteration 9F: 3 clusters Score -699951.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -700249.687500 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -700249.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -700488.250000 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -700488.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -700737.937500 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -700737.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -700986.375000 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -700986.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -701191.625000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -701191.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -701289.562500 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -701289.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -701326.937500 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -701326.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -701358.312500 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -701358.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -701383.875000 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -701383.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -701405.437500 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -701405.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -701418.500000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -701418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -701425.750000 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -701425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -701433.062500 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -701433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -701436.687500 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -701436.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -701441.187500 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -701441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -701444.437500 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -701444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -701446.000000 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -701446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -701447.062500 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -701447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -701449.250000 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -701449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -701449.250000 Penalty: 4277.807617
	Iteration 29F: 3 clusters Score -701449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 19452 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 6106 members 
Mstep: Class 38 contains 3004 members 
Mstep: Class 39 contains 3219 members 
Mstep: Class 40 contains 4617 members 
Mstep: Class 41 contains 1968 members 
Entering Unmasked Estep 
Score: -111257736.000000 Penalty: 139205.625000
Splitting cluster 28 changes total score from -111249936.000000 to -111257736.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (11424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Entering Unmasked Estep 
Score: -1491466.000000 Penalty: 2317.180908
	Iteration 0F: 2 clusters Score -1491466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1482937.500000 Penalty: 4634.361816
	Iteration 0F: 3 clusters Score -1482938 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1485484.500000 Penalty: 4634.361816
	Iteration 1F: 3 clusters Score -1485484 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1485989.000000 Penalty: 4634.361816
	Iteration 2F: 3 clusters Score -1485989 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1486467.625000 Penalty: 4634.361816
	Iteration 3F: 3 clusters Score -1486468 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1487038.500000 Penalty: 4634.361816
	Iteration 4F: 3 clusters Score -1487038 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1487886.250000 Penalty: 4634.361816
	Iteration 5F: 3 clusters Score -1487886 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1488836.750000 Penalty: 4634.361816
	Iteration 6F: 3 clusters Score -1488837 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1489597.875000 Penalty: 4634.361816
	Iteration 7F: 3 clusters Score -1489598 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1490050.250000 Penalty: 4634.361816
	Iteration 8F: 3 clusters Score -1490050 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1490319.500000 Penalty: 4634.361816
	Iteration 9Q: 3 clusters Score -1490320 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1490483.500000 Penalty: 4634.361816
	Iteration 10Q: 3 clusters Score -1490484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1490593.750000 Penalty: 4634.361816
	Iteration 11Q: 3 clusters Score -1490594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1490672.750000 Penalty: 4634.361816
	Iteration 12Q: 3 clusters Score -1490673 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1490725.500000 Penalty: 4634.361816
	Iteration 13Q: 3 clusters Score -1490726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1490768.875000 Penalty: 4634.361816
	Iteration 14Q: 3 clusters Score -1490769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1490792.625000 Penalty: 4634.361816
	Iteration 15Q: 3 clusters Score -1490793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1490808.250000 Penalty: 4634.361816
	Iteration 16Q: 3 clusters Score -1490808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1490821.625000 Penalty: 4634.361816
	Iteration 17Q: 3 clusters Score -1490822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1490835.750000 Penalty: 4634.361816
	Iteration 18Q: 3 clusters Score -1490836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1490840.375000 Penalty: 4634.361816
	Iteration 19Q: 3 clusters Score -1490840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1490845.375000 Penalty: 4634.361816
	Iteration 20F: 3 clusters Score -1490845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1490856.625000 Penalty: 4634.361816
	Iteration 21Q: 3 clusters Score -1490857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1490861.875000 Penalty: 4634.361816
	Iteration 22Q: 3 clusters Score -1490862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1490863.000000 Penalty: 4634.361816
	Iteration 23Q: 3 clusters Score -1490863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1490865.250000 Penalty: 4634.361816
	Iteration 24Q: 3 clusters Score -1490865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1490866.125000 Penalty: 4634.361816
	Iteration 25Q: 3 clusters Score -1490866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1490869.375000 Penalty: 4634.361816
	Iteration 26Q: 3 clusters Score -1490869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1490867.250000 Penalty: 4634.361816
	Iteration 27Q: 3 clusters Score -1490867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1490864.875000 Penalty: 4634.361816
	Iteration 28Q: 3 clusters Score -1490865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1490864.625000 Penalty: 4634.361816
	Iteration 29Q: 3 clusters Score -1490865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1490864.625000 Penalty: 4634.361816
	Iteration 30F: 3 clusters Score -1490865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -249254.937500 Penalty: 1905.484009
	Iteration 0F: 2 clusters Score -249254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -246732.781250 Penalty: 3810.968018
	Iteration 0F: 3 clusters Score -246732.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -248012.468750 Penalty: 3810.968018
	Iteration 1F: 3 clusters Score -248012.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -249308.593750 Penalty: 3810.968018
	Iteration 2F: 3 clusters Score -249308.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -250543.390625 Penalty: 3810.968018
	Iteration 3F: 3 clusters Score -250543.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -251674.796875 Penalty: 3810.968018
	Iteration 4F: 3 clusters Score -251674.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -252701.562500 Penalty: 3810.968018
	Iteration 5F: 3 clusters Score -252701.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -253067.781250 Penalty: 3810.968018
	Iteration 6Q: 3 clusters Score -253067.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -253341.437500 Penalty: 3810.968018
	Iteration 7Q: 3 clusters Score -253341.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -253479.593750 Penalty: 3810.968018
	Iteration 8Q: 3 clusters Score -253479.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -253558.781250 Penalty: 3810.968018
	Iteration 9Q: 3 clusters Score -253558.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -253626.062500 Penalty: 3810.968018
	Iteration 10Q: 3 clusters Score -253626.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -253661.812500 Penalty: 3810.968018
	Iteration 11Q: 3 clusters Score -253661.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -253698.500000 Penalty: 3810.968018
	Iteration 12Q: 3 clusters Score -253698.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -253717.687500 Penalty: 3810.968018
	Iteration 13Q: 3 clusters Score -253717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -253737.171875 Penalty: 3810.968018
	Iteration 14Q: 3 clusters Score -253737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -253746.125000 Penalty: 3810.968018
	Iteration 15Q: 3 clusters Score -253746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -253751.906250 Penalty: 3810.968018
	Iteration 16Q: 3 clusters Score -253751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -253755.984375 Penalty: 3810.968018
	Iteration 17Q: 3 clusters Score -253756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -253758.437500 Penalty: 3810.968018
	Iteration 18Q: 3 clusters Score -253758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -253763.625000 Penalty: 3810.968018
	Iteration 19F: 3 clusters Score -253763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -253770.656250 Penalty: 3810.968018
	Iteration 20F: 3 clusters Score -253770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -253788.515625 Penalty: 3810.968018
	Iteration 21Q: 3 clusters Score -253788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -253798.437500 Penalty: 3810.968018
	Iteration 22Q: 3 clusters Score -253798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -253807.750000 Penalty: 3810.968018
	Iteration 23Q: 3 clusters Score -253807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -253812.375000 Penalty: 3810.968018
	Iteration 24Q: 3 clusters Score -253812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -253821.000000 Penalty: 3810.968018
	Iteration 25Q: 3 clusters Score -253821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -253843.515625 Penalty: 3810.968018
	Iteration 26Q: 3 clusters Score -253843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -253869.812500 Penalty: 3810.968018
	Iteration 27Q: 3 clusters Score -253869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -253883.234375 Penalty: 3810.968018
	Iteration 28Q: 3 clusters Score -253883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -253887.031250 Penalty: 3810.968018
	Iteration 29Q: 3 clusters Score -253887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -253898.968750 Penalty: 3810.968018
	Iteration 30F: 3 clusters Score -253899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -253915.125000 Penalty: 3810.968018
	Iteration 31Q: 3 clusters Score -253915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -253929.187500 Penalty: 3810.968018
	Iteration 32Q: 3 clusters Score -253929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -253941.765625 Penalty: 3810.968018
	Iteration 33Q: 3 clusters Score -253941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -253948.750000 Penalty: 3810.968018
	Iteration 34Q: 3 clusters Score -253948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -253955.015625 Penalty: 3810.968018
	Iteration 35Q: 3 clusters Score -253955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -253961.390625 Penalty: 3810.968018
	Iteration 36Q: 3 clusters Score -253961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -253966.828125 Penalty: 3810.968018
	Iteration 37Q: 3 clusters Score -253966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -253969.125000 Penalty: 3810.968018
	Iteration 38Q: 3 clusters Score -253969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -253970.640625 Penalty: 3810.968018
	Iteration 39Q: 3 clusters Score -253970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -253970.859375 Penalty: 3810.968018
	Iteration 40F: 3 clusters Score -253970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -253974.359375 Penalty: 3810.968018
	Iteration 41Q: 3 clusters Score -253974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -253982.156250 Penalty: 3810.968018
	Iteration 42Q: 3 clusters Score -253982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -253989.375000 Penalty: 3810.968018
	Iteration 43Q: 3 clusters Score -253989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -253990.921875 Penalty: 3810.968018
	Iteration 44Q: 3 clusters Score -253990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -253990.921875 Penalty: 3810.968018
	Iteration 45F: 3 clusters Score -253990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 19452 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 6106 members 
Mstep: Class 38 contains 3004 members 
Mstep: Class 39 contains 3219 members 
Mstep: Class 40 contains 4617 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 702 members 
Entering Unmasked Estep 
Score: -111261512.000000 Penalty: 142600.890625
Splitting cluster 30 changes total score from -111249936.000000 to -111261512.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -435046.218750 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -435046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -431357.718750 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -431357.7 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -432150.812500 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -432150.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -432349.125000 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -432349.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -432470.843750 Penalty: 4068.159668
	Iteration 3F: 3 clusters Score -432470.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -432583.093750 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -432583.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -432672.531250 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -432672.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -432749.500000 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -432749.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432812.500000 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -432812.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -432866.312500 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -432866.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -432934.031250 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -432934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -432997.437500 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -432997.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -433054.562500 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -433054.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -433109.218750 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -433109.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -433163.031250 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -433163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -433222.781250 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -433222.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -433281.968750 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -433282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -433347.593750 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -433347.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -433408.500000 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -433408.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -433469.718750 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -433469.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -433549.187500 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -433549.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -433610.593750 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -433610.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -433667.125000 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -433667.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -433740.750000 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -433740.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -433807.093750 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -433807.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -433875.156250 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -433875.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -433963.375000 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -433963.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -434044.375000 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -434044.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -434105.281250 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -434105.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -434179.125000 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -434179.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -434261.375000 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -434261.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -434353.000000 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -434353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -434440.687500 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -434440.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -434517.218750 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -434517.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -434564.437500 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -434564.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -434590.906250 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -434590.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -434605.125000 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -434605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -434609.500000 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -434609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -434611.281250 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -434611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -434611.343750 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -434611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -434611.343750 Penalty: 4068.159668
	Iteration 39F: 3 clusters Score -434611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -946384.437500 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -946384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -940216.750000 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -940216.8 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -942092.187500 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -942092.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -942553.562500 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -942553.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -942958.000000 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -942958 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -943367.687500 Penalty: 4443.499512
	Iteration 4F: 3 clusters Score -943367.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -943800.375000 Penalty: 4443.499512
	Iteration 5F: 3 clusters Score -943800.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -944163.375000 Penalty: 4443.499512
	Iteration 6F: 3 clusters Score -944163.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -944446.437500 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -944446.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -944667.687500 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -944667.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -944814.687500 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -944814.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -944911.250000 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -944911.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -944981.125000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -944981.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -945023.062500 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -945023.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -945061.750000 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -945061.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -945090.500000 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -945090.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -945119.125000 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -945119.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -945149.875000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -945149.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -945180.062500 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -945180.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -945203.062500 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -945203.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -945223.375000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -945223.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -945247.750000 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -945247.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -945268.812500 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -945268.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -945288.875000 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -945288.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -945311.125000 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -945311.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -945330.687500 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -945330.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -945347.937500 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -945347.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -945367.187500 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -945367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -945383.375000 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -945383.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -945402.250000 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -945402.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -945420.750000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -945420.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -945437.437500 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -945437.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -945450.062500 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -945450.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -945467.187500 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -945467.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -945478.250000 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -945478.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -945491.250000 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -945491.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -945506.500000 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -945506.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -945521.187500 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -945521.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -945541.562500 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -945541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -945552.437500 Penalty: 4443.499512
	Iteration 38Q: 3 clusters Score -945552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -945563.875000 Penalty: 4443.499512
	Iteration 39Q: 3 clusters Score -945563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -945569.250000 Penalty: 4443.499512
	Iteration 40F: 3 clusters Score -945569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -945576.875000 Penalty: 4443.499512
	Iteration 41Q: 3 clusters Score -945576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -945582.750000 Penalty: 4443.499512
	Iteration 42Q: 3 clusters Score -945582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -945585.875000 Penalty: 4443.499512
	Iteration 43Q: 3 clusters Score -945585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -945588.437500 Penalty: 4443.499512
	Iteration 44Q: 3 clusters Score -945588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -945590.500000 Penalty: 4443.499512
	Iteration 45Q: 3 clusters Score -945590.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -945593.250000 Penalty: 4443.499512
	Iteration 46Q: 3 clusters Score -945593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -945598.062500 Penalty: 4443.499512
	Iteration 47Q: 3 clusters Score -945598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -945599.812500 Penalty: 4443.499512
	Iteration 48Q: 3 clusters Score -945599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -945606.187500 Penalty: 4443.499512
	Iteration 49Q: 3 clusters Score -945606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -945610.062500 Penalty: 4443.499512
	Iteration 50Q: 3 clusters Score -945610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -945613.687500 Penalty: 4443.499512
	Iteration 51Q: 3 clusters Score -945613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -945615.125000 Penalty: 4443.499512
	Iteration 52Q: 3 clusters Score -945615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -945616.562500 Penalty: 4443.499512
	Iteration 53Q: 3 clusters Score -945616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -945620.000000 Penalty: 4443.499512
	Iteration 54Q: 3 clusters Score -945620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -945620.687500 Penalty: 4443.499512
	Iteration 55Q: 3 clusters Score -945620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -945623.250000 Penalty: 4443.499512
	Iteration 56Q: 3 clusters Score -945623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -945625.187500 Penalty: 4443.499512
	Iteration 57Q: 3 clusters Score -945625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -945623.687500 Penalty: 4443.499512
	Iteration 58Q: 3 clusters Score -945623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -945623.812500 Penalty: 4443.499512
	Iteration 59Q: 3 clusters Score -945623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -945625.125000 Penalty: 4443.499512
	Iteration 60F: 3 clusters Score -945625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -945626.000000 Penalty: 4443.499512
	Iteration 61Q: 3 clusters Score -945626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -945625.875000 Penalty: 4443.499512
	Iteration 62Q: 3 clusters Score -945625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -945625.875000 Penalty: 4443.499512
	Iteration 63F: 3 clusters Score -945625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -567287.437500 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -567287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -562870.750000 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -562870.8 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -564149.562500 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -564149.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -564556.562500 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -564556.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -564839.000000 Penalty: 4215.922363
	Iteration 3F: 3 clusters Score -564839 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -565158.125000 Penalty: 4215.922363
	Iteration 4F: 3 clusters Score -565158.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -565389.187500 Penalty: 4215.922363
	Iteration 5F: 3 clusters Score -565389.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -565569.375000 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -565569.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565733.250000 Penalty: 4215.922363
	Iteration 7Q: 3 clusters Score -565733.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -565920.312500 Penalty: 4215.922363
	Iteration 8Q: 3 clusters Score -565920.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -566129.437500 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -566129.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -566301.562500 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -566301.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -566453.625000 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -566453.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -566577.812500 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -566577.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -566667.187500 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -566667.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -566738.500000 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -566738.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -566824.125000 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -566824.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -566892.375000 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -566892.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -566944.500000 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -566944.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -566986.812500 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -566986.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -567030.250000 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -567030.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -567063.937500 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -567063.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -567088.250000 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -567088.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -567104.312500 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -567104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -567109.250000 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -567109.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -567112.375000 Penalty: 4215.922363
	Iteration 24Q: 3 clusters Score -567112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -567117.187500 Penalty: 4215.922363
	Iteration 25Q: 3 clusters Score -567117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -567120.000000 Penalty: 4215.922363
	Iteration 26Q: 3 clusters Score -567120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -567123.875000 Penalty: 4215.922363
	Iteration 27Q: 3 clusters Score -567123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -567126.500000 Penalty: 4215.922363
	Iteration 28Q: 3 clusters Score -567126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -567128.375000 Penalty: 4215.922363
	Iteration 29Q: 3 clusters Score -567128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -567132.250000 Penalty: 4215.922363
	Iteration 30Q: 3 clusters Score -567132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -567134.750000 Penalty: 4215.922363
	Iteration 31Q: 3 clusters Score -567134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -567137.187500 Penalty: 4215.922363
	Iteration 32Q: 3 clusters Score -567137.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -567140.937500 Penalty: 4215.922363
	Iteration 33Q: 3 clusters Score -567140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -567143.437500 Penalty: 4215.922363
	Iteration 34Q: 3 clusters Score -567143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -567145.812500 Penalty: 4215.922363
	Iteration 35Q: 3 clusters Score -567145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -567150.437500 Penalty: 4215.922363
	Iteration 36Q: 3 clusters Score -567150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -567153.062500 Penalty: 4215.922363
	Iteration 37Q: 3 clusters Score -567153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -567154.687500 Penalty: 4215.922363
	Iteration 38Q: 3 clusters Score -567154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -567156.187500 Penalty: 4215.922363
	Iteration 39Q: 3 clusters Score -567156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -567158.250000 Penalty: 4215.922363
	Iteration 40F: 3 clusters Score -567158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (114085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Entering Unmasked Estep 
Score: -14927546.000000 Penalty: 2887.885254
	Iteration 0F: 2 clusters Score -1.492755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -14851222.000000 Penalty: 5775.770508
	Iteration 0F: 3 clusters Score -1.485122e+07 nChanged 54348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -14882490.000000 Penalty: 5775.770508
	Iteration 1F: 3 clusters Score -1.488249e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -14883242.000000 Penalty: 5775.770508
	Iteration 2Q: 3 clusters Score -1.488324e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -14884365.000000 Penalty: 5775.770508
	Iteration 3Q: 3 clusters Score -1.488436e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -14885847.000000 Penalty: 5775.770508
	Iteration 4Q: 3 clusters Score -1.488585e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -14888043.000000 Penalty: 5775.770508
	Iteration 5Q: 3 clusters Score -1.488804e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -14891289.000000 Penalty: 5775.770508
	Iteration 6F: 3 clusters Score -1.489129e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -14895957.000000 Penalty: 5775.770508
	Iteration 7F: 3 clusters Score -1.489596e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -14901682.000000 Penalty: 5775.770508
	Iteration 8F: 3 clusters Score -1.490168e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -14907926.000000 Penalty: 5775.770508
	Iteration 9F: 3 clusters Score -1.490793e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -14913597.000000 Penalty: 5775.770508
	Iteration 10F: 3 clusters Score -1.49136e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -14918021.000000 Penalty: 5775.770508
	Iteration 11Q: 3 clusters Score -1.491802e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -14921016.000000 Penalty: 5775.770508
	Iteration 12Q: 3 clusters Score -1.492102e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -14922795.000000 Penalty: 5775.770508
	Iteration 13Q: 3 clusters Score -1.49228e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -14923727.000000 Penalty: 5775.770508
	Iteration 14Q: 3 clusters Score -1.492373e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14924213.000000 Penalty: 5775.770508
	Iteration 15Q: 3 clusters Score -1.492421e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -14924576.000000 Penalty: 5775.770508
	Iteration 16Q: 3 clusters Score -1.492458e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14924776.000000 Penalty: 5775.770508
	Iteration 17Q: 3 clusters Score -1.492478e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112463 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14924874.000000 Penalty: 5775.770508
	Iteration 18Q: 3 clusters Score -1.492487e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14924950.000000 Penalty: 5775.770508
	Iteration 19Q: 3 clusters Score -1.492495e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14925033.000000 Penalty: 5775.770508
	Iteration 20F: 3 clusters Score -1.492503e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14925088.000000 Penalty: 5775.770508
	Iteration 21Q: 3 clusters Score -1.492509e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14925156.000000 Penalty: 5775.770508
	Iteration 22Q: 3 clusters Score -1.492516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112833 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14925196.000000 Penalty: 5775.770508
	Iteration 23Q: 3 clusters Score -1.49252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14925207.000000 Penalty: 5775.770508
	Iteration 24Q: 3 clusters Score -1.492521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112885 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14925227.000000 Penalty: 5775.770508
	Iteration 25Q: 3 clusters Score -1.492523e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14925275.000000 Penalty: 5775.770508
	Iteration 26Q: 3 clusters Score -1.492528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112921 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14925274.000000 Penalty: 5775.770508
	Iteration 27Q: 3 clusters Score -1.492527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -14925276.000000 Penalty: 5775.770508
	Iteration 28Q: 3 clusters Score -1.492528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14925281.000000 Penalty: 5775.770508
	Iteration 29Q: 3 clusters Score -1.492528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14925290.000000 Penalty: 5775.770508
	Iteration 30Q: 3 clusters Score -1.492529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14925294.000000 Penalty: 5775.770508
	Iteration 31Q: 3 clusters Score -1.492529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14925309.000000 Penalty: 5775.770508
	Iteration 32Q: 3 clusters Score -1.492531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14925318.000000 Penalty: 5775.770508
	Iteration 33Q: 3 clusters Score -1.492532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14925313.000000 Penalty: 5775.770508
	Iteration 34Q: 3 clusters Score -1.492531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112981 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -14925324.000000 Penalty: 5775.770508
	Iteration 35Q: 3 clusters Score -1.492532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14925317.000000 Penalty: 5775.770508
	Iteration 36Q: 3 clusters Score -1.492532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112996 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14925338.000000 Penalty: 5775.770508
	Iteration 37Q: 3 clusters Score -1.492534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14925337.000000 Penalty: 5775.770508
	Iteration 38Q: 3 clusters Score -1.492534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14925331.000000 Penalty: 5775.770508
	Iteration 39Q: 3 clusters Score -1.492533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14925339.000000 Penalty: 5775.770508
	Iteration 40F: 3 clusters Score -1.492534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14925335.000000 Penalty: 5775.770508
	Iteration 41Q: 3 clusters Score -1.492534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14925348.000000 Penalty: 5775.770508
	Iteration 42Q: 3 clusters Score -1.492535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14925335.000000 Penalty: 5775.770508
	Iteration 43Q: 3 clusters Score -1.492534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14925352.000000 Penalty: 5775.770508
	Iteration 44Q: 3 clusters Score -1.492535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14925349.000000 Penalty: 5775.770508
	Iteration 45Q: 3 clusters Score -1.492535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14925353.000000 Penalty: 5775.770508
	Iteration 46Q: 3 clusters Score -1.492535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14925353.000000 Penalty: 5775.770508
	Iteration 47F: 3 clusters Score -1.492535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 47098 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 52425 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 90173 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52503 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 165478 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 83769 members 
Mstep: Class 23 contains 19452 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 3648 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 114085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111264288.000000 Penalty: 142600.890625
Iteration 79Q: 43 clusters Score -1.112643e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 30684 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 47068 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 7169 members 
Mstep: Class 10 contains 52040 members 
Mstep: Class 11 contains 24542 members 
Mstep: Class 12 contains 90252 members 
Mstep: Class 13 contains 17574 members 
Mstep: Class 14 contains 314 members 
Mstep: Class 15 contains 52493 members 
Mstep: Class 16 contains 12587 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 6198 members 
Mstep: Class 20 contains 165435 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 84052 members 
Mstep: Class 23 contains 19549 members 
Mstep: Class 24 contains 9564 members 
Mstep: Class 25 contains 19050 members 
Mstep: Class 26 contains 3801 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 11430 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 3583 members 
Mstep: Class 32 contains 7796 members 
Mstep: Class 33 contains 4916 members 
Mstep: Class 34 contains 114056 members 
Mstep: Class 35 contains 3929 members 
Mstep: Class 36 contains 1000 members 
Mstep: Class 37 contains 6003 members 
Mstep: Class 38 contains 2745 members 
Mstep: Class 39 contains 3086 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 1821 members 
Mstep: Class 42 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111267488.000000 Penalty: 142600.890625
Iteration 80F: 43 clusters Score -1.112675e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 30640 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 47055 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 7085 members 
Mstep: Class 10 contains 51781 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 90289 members 
Mstep: Class 13 contains 17544 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 52380 members 
Mstep: Class 16 contains 12479 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 165238 members 
Mstep: Class 21 contains 14655 members 
Mstep: Class 22 contains 83906 members 
Mstep: Class 23 contains 19543 members 
Mstep: Class 24 contains 9518 members 
Mstep: Class 25 contains 18917 members 
Mstep: Class 26 contains 3805 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 11423 members 
Mstep: Class 30 contains 1553 members 
Mstep: Class 31 contains 3358 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 4898 members 
Mstep: Class 34 contains 113968 members 
Mstep: Class 35 contains 4058 members 
Mstep: Class 36 contains 1037 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 3558 members 
Mstep: Class 40 contains 4447 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269544.000000 Penalty: 142600.890625
Iteration 81Q: 43 clusters Score -1.112695e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 47034 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 51602 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 90325 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52334 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 6288 members 
Mstep: Class 20 contains 165084 members 
Mstep: Class 21 contains 14651 members 
Mstep: Class 22 contains 83832 members 
Mstep: Class 23 contains 19561 members 
Mstep: Class 24 contains 9508 members 
Mstep: Class 25 contains 18833 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 3789 members 
Mstep: Class 29 contains 11422 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 4890 members 
Mstep: Class 34 contains 113882 members 
Mstep: Class 35 contains 4111 members 
Mstep: Class 36 contains 1049 members 
Mstep: Class 37 contains 6381 members 
Mstep: Class 38 contains 3279 members 
Mstep: Class 39 contains 3831 members 
Mstep: Class 40 contains 4437 members 
Mstep: Class 41 contains 2163 members 
Mstep: Class 42 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111269928.000000 Penalty: 142600.890625
Iteration 82Q: 43 clusters Score -1.112699e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 47017 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 51430 members 
Mstep: Class 11 contains 24298 members 
Mstep: Class 12 contains 90372 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52319 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 4494 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 6321 members 
Mstep: Class 20 contains 164964 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83759 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 9500 members 
Mstep: Class 25 contains 18748 members 
Mstep: Class 26 contains 3823 members 
Mstep: Class 27 contains 2645 members 
Mstep: Class 28 contains 3857 members 
Mstep: Class 29 contains 11424 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 3170 members 
Mstep: Class 32 contains 7832 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 113794 members 
Mstep: Class 35 contains 4142 members 
Mstep: Class 36 contains 1054 members 
Mstep: Class 37 contains 6477 members 
Mstep: Class 38 contains 3389 members 
Mstep: Class 39 contains 4033 members 
Mstep: Class 40 contains 4437 members 
Mstep: Class 41 contains 2272 members 
Mstep: Class 42 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270464.000000 Penalty: 142600.890625
Iteration 83Q: 43 clusters Score -1.112705e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1575 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 30643 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 51289 members 
Mstep: Class 11 contains 24230 members 
Mstep: Class 12 contains 90413 members 
Mstep: Class 13 contains 17462 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52306 members 
Mstep: Class 16 contains 12397 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 164888 members 
Mstep: Class 21 contains 14651 members 
Mstep: Class 22 contains 83725 members 
Mstep: Class 23 contains 19681 members 
Mstep: Class 24 contains 9472 members 
Mstep: Class 25 contains 18686 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 2637 members 
Mstep: Class 28 contains 3947 members 
Mstep: Class 29 contains 11430 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 3109 members 
Mstep: Class 32 contains 7846 members 
Mstep: Class 33 contains 4884 members 
Mstep: Class 34 contains 113734 members 
Mstep: Class 35 contains 4160 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 6545 members 
Mstep: Class 38 contains 3458 members 
Mstep: Class 39 contains 4177 members 
Mstep: Class 40 contains 4441 members 
Mstep: Class 41 contains 2362 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270376.000000 Penalty: 142600.890625
Iteration 84Q: 43 clusters Score -1.112704e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 30639 members 
Mstep: Class 5 contains 7867 members 
Mstep: Class 6 contains 46978 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 51178 members 
Mstep: Class 11 contains 24175 members 
Mstep: Class 12 contains 90461 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52298 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 164841 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83688 members 
Mstep: Class 23 contains 19723 members 
Mstep: Class 24 contains 9440 members 
Mstep: Class 25 contains 18617 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 11434 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 3072 members 
Mstep: Class 32 contains 7857 members 
Mstep: Class 33 contains 4884 members 
Mstep: Class 34 contains 113668 members 
Mstep: Class 35 contains 4174 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 6601 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 4296 members 
Mstep: Class 40 contains 4446 members 
Mstep: Class 41 contains 2449 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270864.000000 Penalty: 142600.890625
Iteration 85Q: 43 clusters Score -1.112709e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 30614 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 6941 members 
Mstep: Class 10 contains 51086 members 
Mstep: Class 11 contains 24122 members 
Mstep: Class 12 contains 90502 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52288 members 
Mstep: Class 16 contains 12409 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 164794 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83641 members 
Mstep: Class 23 contains 19779 members 
Mstep: Class 24 contains 9424 members 
Mstep: Class 25 contains 18578 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 11437 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 3047 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113618 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 6645 members 
Mstep: Class 38 contains 3543 members 
Mstep: Class 39 contains 4381 members 
Mstep: Class 40 contains 4450 members 
Mstep: Class 41 contains 2521 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270640.000000 Penalty: 142600.890625
Iteration 86Q: 43 clusters Score -1.112706e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 30598 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 46958 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 6923 members 
Mstep: Class 10 contains 50989 members 
Mstep: Class 11 contains 24079 members 
Mstep: Class 12 contains 90548 members 
Mstep: Class 13 contains 17404 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52282 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 4552 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 6435 members 
Mstep: Class 20 contains 164757 members 
Mstep: Class 21 contains 14647 members 
Mstep: Class 22 contains 83619 members 
Mstep: Class 23 contains 19844 members 
Mstep: Class 24 contains 9409 members 
Mstep: Class 25 contains 18553 members 
Mstep: Class 26 contains 3826 members 
Mstep: Class 27 contains 2613 members 
Mstep: Class 28 contains 4104 members 
Mstep: Class 29 contains 11438 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 3030 members 
Mstep: Class 32 contains 7864 members 
Mstep: Class 33 contains 4886 members 
Mstep: Class 34 contains 113574 members 
Mstep: Class 35 contains 4193 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 6685 members 
Mstep: Class 38 contains 3570 members 
Mstep: Class 39 contains 4461 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2574 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270864.000000 Penalty: 142600.890625
Iteration 87Q: 43 clusters Score -1.112709e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 30603 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46952 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 50935 members 
Mstep: Class 11 contains 24046 members 
Mstep: Class 12 contains 90580 members 
Mstep: Class 13 contains 17394 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52270 members 
Mstep: Class 16 contains 12416 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 6466 members 
Mstep: Class 20 contains 164719 members 
Mstep: Class 21 contains 14646 members 
Mstep: Class 22 contains 83603 members 
Mstep: Class 23 contains 19835 members 
Mstep: Class 24 contains 9398 members 
Mstep: Class 25 contains 18523 members 
Mstep: Class 26 contains 3826 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 11439 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 3012 members 
Mstep: Class 32 contains 7872 members 
Mstep: Class 33 contains 4887 members 
Mstep: Class 34 contains 113530 members 
Mstep: Class 35 contains 4196 members 
Mstep: Class 36 contains 1059 members 
Mstep: Class 37 contains 6717 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 4546 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2592 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271016.000000 Penalty: 142600.890625
Iteration 88Q: 43 clusters Score -1.11271e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30600 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 46937 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 6904 members 
Mstep: Class 10 contains 50907 members 
Mstep: Class 11 contains 24005 members 
Mstep: Class 12 contains 90610 members 
Mstep: Class 13 contains 17394 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52256 members 
Mstep: Class 16 contains 12421 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 164696 members 
Mstep: Class 21 contains 14646 members 
Mstep: Class 22 contains 83586 members 
Mstep: Class 23 contains 19831 members 
Mstep: Class 24 contains 9387 members 
Mstep: Class 25 contains 18491 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 11440 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 7881 members 
Mstep: Class 33 contains 4886 members 
Mstep: Class 34 contains 113488 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 1059 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 3604 members 
Mstep: Class 39 contains 4609 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2618 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270984.000000 Penalty: 142600.890625
Iteration 89Q: 43 clusters Score -1.11271e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 46934 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 50881 members 
Mstep: Class 11 contains 23965 members 
Mstep: Class 12 contains 90638 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52251 members 
Mstep: Class 16 contains 12429 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 164679 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83581 members 
Mstep: Class 23 contains 19823 members 
Mstep: Class 24 contains 9381 members 
Mstep: Class 25 contains 18463 members 
Mstep: Class 26 contains 3829 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 2989 members 
Mstep: Class 32 contains 7900 members 
Mstep: Class 33 contains 4883 members 
Mstep: Class 34 contains 113451 members 
Mstep: Class 35 contains 4200 members 
Mstep: Class 36 contains 1060 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 3620 members 
Mstep: Class 39 contains 4665 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2631 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271048.000000 Penalty: 142600.890625
Iteration 90Q: 43 clusters Score -1.11271e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30618 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 50854 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 90678 members 
Mstep: Class 13 contains 17383 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52253 members 
Mstep: Class 16 contains 12427 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 164649 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83578 members 
Mstep: Class 23 contains 19823 members 
Mstep: Class 24 contains 9377 members 
Mstep: Class 25 contains 18445 members 
Mstep: Class 26 contains 3835 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 4213 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 2977 members 
Mstep: Class 32 contains 7915 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113424 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 6792 members 
Mstep: Class 38 contains 3628 members 
Mstep: Class 39 contains 4720 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2640 members 
Mstep: Class 42 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111270920.000000 Penalty: 142600.890625
Iteration 91Q: 43 clusters Score -1.112709e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 30620 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 46917 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 50837 members 
Mstep: Class 11 contains 23893 members 
Mstep: Class 12 contains 90705 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52250 members 
Mstep: Class 16 contains 12426 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 164634 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83567 members 
Mstep: Class 23 contains 19814 members 
Mstep: Class 24 contains 9378 members 
Mstep: Class 25 contains 18437 members 
Mstep: Class 26 contains 3838 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 4220 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 2968 members 
Mstep: Class 32 contains 7933 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113404 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 6811 members 
Mstep: Class 38 contains 3633 members 
Mstep: Class 39 contains 4758 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2653 members 
Mstep: Class 42 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271064.000000 Penalty: 142600.890625
Iteration 92Q: 43 clusters Score -1.112711e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30627 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 46910 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 50839 members 
Mstep: Class 11 contains 23859 members 
Mstep: Class 12 contains 90736 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52246 members 
Mstep: Class 16 contains 12428 members 
Mstep: Class 17 contains 4577 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 164613 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83551 members 
Mstep: Class 23 contains 19802 members 
Mstep: Class 24 contains 9379 members 
Mstep: Class 25 contains 18419 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4238 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2963 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113385 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6827 members 
Mstep: Class 38 contains 3635 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2659 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271448.000000 Penalty: 142600.890625
Iteration 93Q: 43 clusters Score -1.112714e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30635 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 50838 members 
Mstep: Class 11 contains 23829 members 
Mstep: Class 12 contains 90756 members 
Mstep: Class 13 contains 17369 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52244 members 
Mstep: Class 16 contains 12426 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 164613 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83541 members 
Mstep: Class 23 contains 19799 members 
Mstep: Class 24 contains 9380 members 
Mstep: Class 25 contains 18393 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4259 members 
Mstep: Class 29 contains 11446 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2958 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113366 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6844 members 
Mstep: Class 38 contains 3638 members 
Mstep: Class 39 contains 4817 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2661 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271256.000000 Penalty: 142600.890625
Iteration 94Q: 43 clusters Score -1.112713e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30641 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 50840 members 
Mstep: Class 11 contains 23806 members 
Mstep: Class 12 contains 90780 members 
Mstep: Class 13 contains 17369 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52243 members 
Mstep: Class 16 contains 12420 members 
Mstep: Class 17 contains 4579 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 6624 members 
Mstep: Class 20 contains 164592 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83527 members 
Mstep: Class 23 contains 19792 members 
Mstep: Class 24 contains 9382 members 
Mstep: Class 25 contains 18378 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4273 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2949 members 
Mstep: Class 32 contains 7937 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 3639 members 
Mstep: Class 39 contains 4845 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271248.000000 Penalty: 142600.890625
Iteration 95Q: 43 clusters Score -1.112712e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30642 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 46880 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6825 members 
Mstep: Class 10 contains 50849 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 90797 members 
Mstep: Class 13 contains 17369 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52240 members 
Mstep: Class 16 contains 12421 members 
Mstep: Class 17 contains 4579 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 6643 members 
Mstep: Class 20 contains 164586 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83525 members 
Mstep: Class 23 contains 19791 members 
Mstep: Class 24 contains 9382 members 
Mstep: Class 25 contains 18356 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 7937 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113341 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6883 members 
Mstep: Class 38 contains 3641 members 
Mstep: Class 39 contains 4868 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271328.000000 Penalty: 142600.890625
Iteration 96Q: 43 clusters Score -1.112713e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 30634 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 46870 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 50877 members 
Mstep: Class 11 contains 23721 members 
Mstep: Class 12 contains 90821 members 
Mstep: Class 13 contains 17363 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52237 members 
Mstep: Class 16 contains 12427 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 164577 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83526 members 
Mstep: Class 23 contains 19774 members 
Mstep: Class 24 contains 9382 members 
Mstep: Class 25 contains 18335 members 
Mstep: Class 26 contains 3851 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2937 members 
Mstep: Class 32 contains 7933 members 
Mstep: Class 33 contains 4885 members 
Mstep: Class 34 contains 113331 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6894 members 
Mstep: Class 38 contains 3640 members 
Mstep: Class 39 contains 4896 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2672 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271088.000000 Penalty: 142600.890625
Iteration 97Q: 43 clusters Score -1.112711e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 30627 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 10 contains 50896 members 
Mstep: Class 11 contains 23683 members 
Mstep: Class 12 contains 90839 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52236 members 
Mstep: Class 16 contains 12427 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 164568 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83521 members 
Mstep: Class 23 contains 19773 members 
Mstep: Class 24 contains 9382 members 
Mstep: Class 25 contains 18317 members 
Mstep: Class 26 contains 3852 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4324 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2934 members 
Mstep: Class 32 contains 7927 members 
Mstep: Class 33 contains 4883 members 
Mstep: Class 34 contains 113327 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6901 members 
Mstep: Class 38 contains 3647 members 
Mstep: Class 39 contains 4916 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 2672 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271320.000000 Penalty: 142600.890625
Iteration 98Q: 43 clusters Score -1.112713e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30608 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 50921 members 
Mstep: Class 11 contains 23643 members 
Mstep: Class 12 contains 90859 members 
Mstep: Class 13 contains 17350 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52230 members 
Mstep: Class 16 contains 12428 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 164559 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83520 members 
Mstep: Class 23 contains 19765 members 
Mstep: Class 24 contains 9381 members 
Mstep: Class 25 contains 18295 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4353 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 7926 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113318 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6911 members 
Mstep: Class 38 contains 3651 members 
Mstep: Class 39 contains 4936 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 2674 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271432.000000 Penalty: 142600.890625
Iteration 99Q: 43 clusters Score -1.112714e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30578 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 50940 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 90869 members 
Mstep: Class 13 contains 17348 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52229 members 
Mstep: Class 16 contains 12431 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 164549 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83522 members 
Mstep: Class 23 contains 19761 members 
Mstep: Class 24 contains 9380 members 
Mstep: Class 25 contains 18278 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4379 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 7926 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113317 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 3651 members 
Mstep: Class 39 contains 4952 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 2676 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271560.000000 Penalty: 142600.890625
Iteration 100F: 43 clusters Score -1.112716e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30544 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 46842 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 50962 members 
Mstep: Class 11 contains 23583 members 
Mstep: Class 12 contains 90873 members 
Mstep: Class 13 contains 17345 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52229 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 164535 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83524 members 
Mstep: Class 23 contains 19752 members 
Mstep: Class 24 contains 9373 members 
Mstep: Class 25 contains 18266 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4405 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113314 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6937 members 
Mstep: Class 38 contains 3653 members 
Mstep: Class 39 contains 4966 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271496.000000 Penalty: 142600.890625
Iteration 101Q: 43 clusters Score -1.112715e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30529 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 46833 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6776 members 
Mstep: Class 10 contains 50976 members 
Mstep: Class 11 contains 23551 members 
Mstep: Class 12 contains 90884 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52228 members 
Mstep: Class 16 contains 12434 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 164517 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83532 members 
Mstep: Class 23 contains 19746 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2916 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113305 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6946 members 
Mstep: Class 38 contains 3655 members 
Mstep: Class 39 contains 4980 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2718 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271584.000000 Penalty: 142600.890625
Iteration 102Q: 43 clusters Score -1.112716e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30506 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 46825 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6763 members 
Mstep: Class 10 contains 51000 members 
Mstep: Class 11 contains 23519 members 
Mstep: Class 12 contains 90887 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52227 members 
Mstep: Class 16 contains 12434 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 6843 members 
Mstep: Class 20 contains 164518 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83527 members 
Mstep: Class 23 contains 19733 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4467 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2913 members 
Mstep: Class 32 contains 7929 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113299 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6954 members 
Mstep: Class 38 contains 3656 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2730 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271776.000000 Penalty: 142600.890625
Iteration 103Q: 43 clusters Score -1.112718e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30463 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 46814 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6760 members 
Mstep: Class 10 contains 51018 members 
Mstep: Class 11 contains 23487 members 
Mstep: Class 12 contains 90894 members 
Mstep: Class 13 contains 17328 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 6858 members 
Mstep: Class 20 contains 164516 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83513 members 
Mstep: Class 23 contains 19732 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18258 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2910 members 
Mstep: Class 32 contains 7925 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113295 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6961 members 
Mstep: Class 38 contains 3655 members 
Mstep: Class 39 contains 4995 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2738 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271592.000000 Penalty: 142600.890625
Iteration 104Q: 43 clusters Score -1.112716e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30422 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 46814 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 51037 members 
Mstep: Class 11 contains 23446 members 
Mstep: Class 12 contains 90905 members 
Mstep: Class 13 contains 17322 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52223 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 6886 members 
Mstep: Class 20 contains 164506 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83507 members 
Mstep: Class 23 contains 19732 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18251 members 
Mstep: Class 26 contains 3858 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 7928 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113296 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6964 members 
Mstep: Class 38 contains 3657 members 
Mstep: Class 39 contains 5008 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2741 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271512.000000 Penalty: 142600.890625
Iteration 105Q: 43 clusters Score -1.112715e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30360 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 46812 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 51065 members 
Mstep: Class 11 contains 23401 members 
Mstep: Class 12 contains 90915 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52222 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 6922 members 
Mstep: Class 20 contains 164506 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83500 members 
Mstep: Class 23 contains 19728 members 
Mstep: Class 24 contains 9373 members 
Mstep: Class 25 contains 18235 members 
Mstep: Class 26 contains 3858 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4623 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 7926 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113286 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6967 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5027 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2743 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271616.000000 Penalty: 142600.890625
Iteration 106Q: 43 clusters Score -1.112716e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 46803 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 51089 members 
Mstep: Class 11 contains 23367 members 
Mstep: Class 12 contains 90927 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52222 members 
Mstep: Class 16 contains 12438 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 6960 members 
Mstep: Class 20 contains 164503 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83496 members 
Mstep: Class 23 contains 19721 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18233 members 
Mstep: Class 26 contains 3858 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4679 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 7926 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113282 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6969 members 
Mstep: Class 38 contains 3661 members 
Mstep: Class 39 contains 5037 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2746 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271512.000000 Penalty: 142600.890625
Iteration 107Q: 43 clusters Score -1.112715e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30243 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 46800 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 51112 members 
Mstep: Class 11 contains 23333 members 
Mstep: Class 12 contains 90925 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52222 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 6999 members 
Mstep: Class 20 contains 164496 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83486 members 
Mstep: Class 23 contains 19725 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18224 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4733 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 7916 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113268 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6975 members 
Mstep: Class 38 contains 3662 members 
Mstep: Class 39 contains 5042 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2746 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271456.000000 Penalty: 142600.890625
Iteration 108Q: 43 clusters Score -1.112715e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30190 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 46800 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 51141 members 
Mstep: Class 11 contains 23289 members 
Mstep: Class 12 contains 90933 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52221 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 164492 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83481 members 
Mstep: Class 23 contains 19737 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18211 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113256 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6986 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5047 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2748 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271328.000000 Penalty: 142600.890625
Iteration 109Q: 43 clusters Score -1.112713e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30140 members 
Mstep: Class 5 contains 7927 members 
Mstep: Class 6 contains 46797 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 51165 members 
Mstep: Class 11 contains 23250 members 
Mstep: Class 12 contains 90947 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52221 members 
Mstep: Class 16 contains 12437 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 164489 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83478 members 
Mstep: Class 23 contains 19743 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18199 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113249 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6995 members 
Mstep: Class 38 contains 3659 members 
Mstep: Class 39 contains 5058 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2753 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271472.000000 Penalty: 142600.890625
Iteration 110Q: 43 clusters Score -1.112715e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30103 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 46787 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 51191 members 
Mstep: Class 11 contains 23215 members 
Mstep: Class 12 contains 90953 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52221 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 164482 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83466 members 
Mstep: Class 23 contains 19734 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18196 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113244 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7000 members 
Mstep: Class 38 contains 3659 members 
Mstep: Class 39 contains 5064 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2757 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271504.000000 Penalty: 142600.890625
Iteration 111Q: 43 clusters Score -1.112715e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30063 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 6 contains 46789 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 51212 members 
Mstep: Class 11 contains 23183 members 
Mstep: Class 12 contains 90964 members 
Mstep: Class 13 contains 17273 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52221 members 
Mstep: Class 16 contains 12440 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 164477 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83466 members 
Mstep: Class 23 contains 19729 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18190 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4895 members 
Mstep: Class 29 contains 11446 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113244 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7003 members 
Mstep: Class 38 contains 3661 members 
Mstep: Class 39 contains 5071 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2761 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271600.000000 Penalty: 142600.890625
Iteration 112Q: 43 clusters Score -1.112716e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 30025 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 46781 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6727 members 
Mstep: Class 10 contains 51219 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 90976 members 
Mstep: Class 13 contains 17269 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52219 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 164474 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83459 members 
Mstep: Class 23 contains 19727 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18180 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2895 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113243 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7008 members 
Mstep: Class 38 contains 3662 members 
Mstep: Class 39 contains 5082 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2769 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271520.000000 Penalty: 142600.890625
Iteration 113Q: 43 clusters Score -1.112715e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29988 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 46782 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 51243 members 
Mstep: Class 11 contains 23126 members 
Mstep: Class 12 contains 90984 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52218 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 164469 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83450 members 
Mstep: Class 23 contains 19708 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18180 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4961 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 4882 members 
Mstep: Class 34 contains 113239 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7012 members 
Mstep: Class 38 contains 3662 members 
Mstep: Class 39 contains 5092 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2774 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271408.000000 Penalty: 142600.890625
Iteration 114Q: 43 clusters Score -1.112714e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29951 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 46778 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6720 members 
Mstep: Class 10 contains 51264 members 
Mstep: Class 11 contains 23090 members 
Mstep: Class 12 contains 90999 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52218 members 
Mstep: Class 16 contains 12440 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 164465 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 83436 members 
Mstep: Class 23 contains 19698 members 
Mstep: Class 24 contains 9373 members 
Mstep: Class 25 contains 18179 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 4881 members 
Mstep: Class 34 contains 113247 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7017 members 
Mstep: Class 38 contains 3662 members 
Mstep: Class 39 contains 5100 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2778 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271400.000000 Penalty: 142600.890625
Iteration 115Q: 43 clusters Score -1.112714e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29912 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 46777 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 51283 members 
Mstep: Class 11 contains 23062 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12438 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 164459 members 
Mstep: Class 21 contains 14645 members 
Mstep: Class 22 contains 83420 members 
Mstep: Class 23 contains 19688 members 
Mstep: Class 24 contains 9373 members 
Mstep: Class 25 contains 18166 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5038 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 4878 members 
Mstep: Class 34 contains 113260 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7021 members 
Mstep: Class 38 contains 3661 members 
Mstep: Class 39 contains 5108 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2778 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271424.000000 Penalty: 142600.890625
Iteration 116Q: 43 clusters Score -1.112714e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29883 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 46777 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 51308 members 
Mstep: Class 11 contains 23032 members 
Mstep: Class 12 contains 91020 members 
Mstep: Class 13 contains 17244 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52218 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7296 members 
Mstep: Class 20 contains 164445 members 
Mstep: Class 21 contains 14647 members 
Mstep: Class 22 contains 83424 members 
Mstep: Class 23 contains 19676 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18163 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5061 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4876 members 
Mstep: Class 34 contains 113271 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7022 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5109 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2777 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271512.000000 Penalty: 142600.890625
Iteration 117Q: 43 clusters Score -1.112715e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29860 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 46777 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 51335 members 
Mstep: Class 11 contains 23010 members 
Mstep: Class 12 contains 91030 members 
Mstep: Class 13 contains 17240 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 164438 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83421 members 
Mstep: Class 23 contains 19665 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18156 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5079 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113276 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7024 members 
Mstep: Class 38 contains 3658 members 
Mstep: Class 39 contains 5114 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271632.000000 Penalty: 142600.890625
Iteration 118Q: 43 clusters Score -1.112716e+08 nChanged 239
Entering ConstructFrom: 
Score: -111271632.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Entering Unmasked Estep 
Score: -2903805.750000 Penalty: 2485.869385
	Iteration 0F: 2 clusters Score -2903806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2888080.750000 Penalty: 4971.738770
	Iteration 0F: 3 clusters Score -2888081 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2893493.500000 Penalty: 4971.738770
	Iteration 1F: 3 clusters Score -2893494 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2894079.500000 Penalty: 4971.738770
	Iteration 2F: 3 clusters Score -2894080 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2894915.500000 Penalty: 4971.738770
	Iteration 3F: 3 clusters Score -2894916 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2896371.250000 Penalty: 4971.738770
	Iteration 4F: 3 clusters Score -2896371 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2898287.250000 Penalty: 4971.738770
	Iteration 5F: 3 clusters Score -2898287 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2900236.250000 Penalty: 4971.738770
	Iteration 6F: 3 clusters Score -2900236 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2901765.750000 Penalty: 4971.738770
	Iteration 7F: 3 clusters Score -2901766 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2902662.250000 Penalty: 4971.738770
	Iteration 8Q: 3 clusters Score -2902662 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2903208.750000 Penalty: 4971.738770
	Iteration 9Q: 3 clusters Score -2903209 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2903558.500000 Penalty: 4971.738770
	Iteration 10Q: 3 clusters Score -2903558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2903707.250000 Penalty: 4971.738770
	Iteration 11Q: 3 clusters Score -2903707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2903792.750000 Penalty: 4971.738770
	Iteration 12Q: 3 clusters Score -2903793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2903830.500000 Penalty: 4971.738770
	Iteration 13Q: 3 clusters Score -2903830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2903845.500000 Penalty: 4971.738770
	Iteration 14Q: 3 clusters Score -2903846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2903860.500000 Penalty: 4971.738770
	Iteration 15Q: 3 clusters Score -2903860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2903868.500000 Penalty: 4971.738770
	Iteration 16Q: 3 clusters Score -2903868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2903872.250000 Penalty: 4971.738770
	Iteration 17Q: 3 clusters Score -2903872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2903879.000000 Penalty: 4971.738770
	Iteration 18Q: 3 clusters Score -2903879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2903881.000000 Penalty: 4971.738770
	Iteration 19Q: 3 clusters Score -2903881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2903886.750000 Penalty: 4971.738770
	Iteration 20F: 3 clusters Score -2903887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2903890.750000 Penalty: 4971.738770
	Iteration 21Q: 3 clusters Score -2903891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2903889.000000 Penalty: 4971.738770
	Iteration 22Q: 3 clusters Score -2903889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2903892.000000 Penalty: 4971.738770
	Iteration 23Q: 3 clusters Score -2903892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2903890.000000 Penalty: 4971.738770
	Iteration 24Q: 3 clusters Score -2903890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2903889.000000 Penalty: 4971.738770
	Iteration 25Q: 3 clusters Score -2903889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2903894.500000 Penalty: 4971.738770
	Iteration 26Q: 3 clusters Score -2903894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2903885.000000 Penalty: 4971.738770
	Iteration 27Q: 3 clusters Score -2903885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2903890.000000 Penalty: 4971.738770
	Iteration 28Q: 3 clusters Score -2903890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2903894.000000 Penalty: 4971.738770
	Iteration 29Q: 3 clusters Score -2903894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2903893.500000 Penalty: 4971.738770
	Iteration 30Q: 3 clusters Score -2903894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2903893.000000 Penalty: 4971.738770
	Iteration 31Q: 3 clusters Score -2903893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2903892.250000 Penalty: 4971.738770
	Iteration 32Q: 3 clusters Score -2903892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2903892.250000 Penalty: 4971.738770
	Iteration 33F: 3 clusters Score -2903892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 51350 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 91035 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 164418 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18155 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 21117 members 
Entering Unmasked Estep 
Score: -111270600.000000 Penalty: 145996.140625
Splitting cluster 1 changes total score from -111271632.000000 to -111270600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -159571.156250 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -159571.2 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 765 members 
Entering Unmasked Estep 
Score: -157413.375000 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -157413.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -158089.625000 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -158089.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -158529.015625 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -158529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158880.203125 Penalty: 3625.701416
	Iteration 3F: 3 clusters Score -158880.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -159059.796875 Penalty: 3625.701416
	Iteration 4F: 3 clusters Score -159059.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -159152.265625 Penalty: 3625.701416
	Iteration 5Q: 3 clusters Score -159152.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -159210.421875 Penalty: 3625.701416
	Iteration 6Q: 3 clusters Score -159210.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -159248.468750 Penalty: 3625.701416
	Iteration 7Q: 3 clusters Score -159248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -159281.125000 Penalty: 3625.701416
	Iteration 8Q: 3 clusters Score -159281.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -159316.562500 Penalty: 3625.701416
	Iteration 9Q: 3 clusters Score -159316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -159346.968750 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -159347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159376.500000 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -159376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -159393.828125 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -159393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159401.296875 Penalty: 3625.701416
	Iteration 13Q: 3 clusters Score -159401.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -159406.375000 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -159406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -159410.406250 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -159410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -159412.546875 Penalty: 3625.701416
	Iteration 16Q: 3 clusters Score -159412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -159412.546875 Penalty: 3625.701416
	Iteration 17F: 3 clusters Score -159412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -187136.656250 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -187136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -184830.984375 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -184831 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185942.187500 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -185942.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186495.187500 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -186495.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -186812.265625 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -186812.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -186960.234375 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -186960.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -187028.734375 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -187028.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -187103.406250 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -187103.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187159.265625 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -187159.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187188.031250 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -187188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -187203.656250 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -187203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187215.765625 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -187215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187219.437500 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -187219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -187221.937500 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -187221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -187225.750000 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -187225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -187233.625000 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -187233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -187238.843750 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -187238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -187242.609375 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -187242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187244.765625 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -187244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -187245.140625 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -187245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -187245.140625 Penalty: 3689.146484
	Iteration 19F: 3 clusters Score -187245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 51350 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 91035 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 164418 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18155 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 516 members 
Entering Unmasked Estep 
Score: -111270192.000000 Penalty: 145996.140625
Splitting cluster 3 changes total score from -111271632.000000 to -111270192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Entering Unmasked Estep 
Score: -3634022.000000 Penalty: 2555.277588
	Iteration 0F: 2 clusters Score -3634022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3613603.750000 Penalty: 5110.555176
	Iteration 0F: 3 clusters Score -3613604 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3621269.250000 Penalty: 5110.555176
	Iteration 1F: 3 clusters Score -3621269 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3621965.500000 Penalty: 5110.555176
	Iteration 2F: 3 clusters Score -3621966 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3622695.000000 Penalty: 5110.555176
	Iteration 3F: 3 clusters Score -3622695 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3623566.000000 Penalty: 5110.555176
	Iteration 4F: 3 clusters Score -3623566 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3624693.000000 Penalty: 5110.555176
	Iteration 5F: 3 clusters Score -3624693 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3626025.500000 Penalty: 5110.555176
	Iteration 6F: 3 clusters Score -3626026 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3627405.750000 Penalty: 5110.555176
	Iteration 7F: 3 clusters Score -3627406 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3628668.250000 Penalty: 5110.555176
	Iteration 8F: 3 clusters Score -3628668 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3629691.250000 Penalty: 5110.555176
	Iteration 9Q: 3 clusters Score -3629691 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3630435.750000 Penalty: 5110.555176
	Iteration 10Q: 3 clusters Score -3630436 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3631014.250000 Penalty: 5110.555176
	Iteration 11Q: 3 clusters Score -3631014 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3631450.750000 Penalty: 5110.555176
	Iteration 12Q: 3 clusters Score -3631451 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3631792.750000 Penalty: 5110.555176
	Iteration 13Q: 3 clusters Score -3631793 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3632014.500000 Penalty: 5110.555176
	Iteration 14Q: 3 clusters Score -3632014 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3632166.000000 Penalty: 5110.555176
	Iteration 15Q: 3 clusters Score -3632166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3632277.250000 Penalty: 5110.555176
	Iteration 16Q: 3 clusters Score -3632277 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3632345.500000 Penalty: 5110.555176
	Iteration 17Q: 3 clusters Score -3632346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3632424.500000 Penalty: 5110.555176
	Iteration 18Q: 3 clusters Score -3632424 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3632473.500000 Penalty: 5110.555176
	Iteration 19Q: 3 clusters Score -3632474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3632523.500000 Penalty: 5110.555176
	Iteration 20F: 3 clusters Score -3632524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3632554.750000 Penalty: 5110.555176
	Iteration 21Q: 3 clusters Score -3632555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3632577.750000 Penalty: 5110.555176
	Iteration 22Q: 3 clusters Score -3632578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3632599.500000 Penalty: 5110.555176
	Iteration 23Q: 3 clusters Score -3632600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3632626.500000 Penalty: 5110.555176
	Iteration 24Q: 3 clusters Score -3632626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3632633.750000 Penalty: 5110.555176
	Iteration 25Q: 3 clusters Score -3632634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3632638.750000 Penalty: 5110.555176
	Iteration 26Q: 3 clusters Score -3632639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3632642.000000 Penalty: 5110.555176
	Iteration 27Q: 3 clusters Score -3632642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3632643.250000 Penalty: 5110.555176
	Iteration 28Q: 3 clusters Score -3632643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3632655.250000 Penalty: 5110.555176
	Iteration 29Q: 3 clusters Score -3632655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3632655.750000 Penalty: 5110.555176
	Iteration 30Q: 3 clusters Score -3632656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3632657.750000 Penalty: 5110.555176
	Iteration 31Q: 3 clusters Score -3632658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3632657.750000 Penalty: 5110.555176
	Iteration 32Q: 3 clusters Score -3632658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3632656.500000 Penalty: 5110.555176
	Iteration 33Q: 3 clusters Score -3632656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3632660.750000 Penalty: 5110.555176
	Iteration 34Q: 3 clusters Score -3632661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3632669.000000 Penalty: 5110.555176
	Iteration 35Q: 3 clusters Score -3632669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3632670.250000 Penalty: 5110.555176
	Iteration 36Q: 3 clusters Score -3632670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3632676.000000 Penalty: 5110.555176
	Iteration 37Q: 3 clusters Score -3632676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3632676.000000 Penalty: 5110.555176
	Iteration 38Q: 3 clusters Score -3632676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3632682.000000 Penalty: 5110.555176
	Iteration 39Q: 3 clusters Score -3632682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3632684.750000 Penalty: 5110.555176
	Iteration 40F: 3 clusters Score -3632685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3632684.250000 Penalty: 5110.555176
	Iteration 41Q: 3 clusters Score -3632684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3632685.250000 Penalty: 5110.555176
	Iteration 42Q: 3 clusters Score -3632685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3632684.250000 Penalty: 5110.555176
	Iteration 43Q: 3 clusters Score -3632684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3632683.000000 Penalty: 5110.555176
	Iteration 44Q: 3 clusters Score -3632683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3632685.750000 Penalty: 5110.555176
	Iteration 45Q: 3 clusters Score -3632686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3632687.500000 Penalty: 5110.555176
	Iteration 46Q: 3 clusters Score -3632688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3632686.250000 Penalty: 5110.555176
	Iteration 47Q: 3 clusters Score -3632686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3632686.750000 Penalty: 5110.555176
	Iteration 48Q: 3 clusters Score -3632687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3632684.250000 Penalty: 5110.555176
	Iteration 49Q: 3 clusters Score -3632684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3632684.250000 Penalty: 5110.555176
	Iteration 50F: 3 clusters Score -3632684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Entering Unmasked Estep 
Score: -1031837.687500 Penalty: 2225.956299
	Iteration 0F: 2 clusters Score -1031838 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 3969 members 
Entering Unmasked Estep 
Score: -1025465.562500 Penalty: 4451.912598
	Iteration 0F: 3 clusters Score -1025466 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1027207.937500 Penalty: 4451.912598
	Iteration 1F: 3 clusters Score -1027208 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1027512.687500 Penalty: 4451.912598
	Iteration 2F: 3 clusters Score -1027513 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1027734.625000 Penalty: 4451.912598
	Iteration 3F: 3 clusters Score -1027735 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1027928.437500 Penalty: 4451.912598
	Iteration 4Q: 3 clusters Score -1027928 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1028132.250000 Penalty: 4451.912598
	Iteration 5Q: 3 clusters Score -1028132 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1028363.375000 Penalty: 4451.912598
	Iteration 6Q: 3 clusters Score -1028363 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1028568.875000 Penalty: 4451.912598
	Iteration 7Q: 3 clusters Score -1028569 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1028749.062500 Penalty: 4451.912598
	Iteration 8Q: 3 clusters Score -1028749 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1028901.062500 Penalty: 4451.912598
	Iteration 9Q: 3 clusters Score -1028901 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1029036.000000 Penalty: 4451.912598
	Iteration 10Q: 3 clusters Score -1029036 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1029137.250000 Penalty: 4451.912598
	Iteration 11Q: 3 clusters Score -1029137 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1029229.187500 Penalty: 4451.912598
	Iteration 12Q: 3 clusters Score -1029229 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1029311.062500 Penalty: 4451.912598
	Iteration 13Q: 3 clusters Score -1029311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1029391.750000 Penalty: 4451.912598
	Iteration 14Q: 3 clusters Score -1029392 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1029465.750000 Penalty: 4451.912598
	Iteration 15Q: 3 clusters Score -1029466 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1029540.687500 Penalty: 4451.912598
	Iteration 16Q: 3 clusters Score -1029541 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1029605.000000 Penalty: 4451.912598
	Iteration 17Q: 3 clusters Score -1029605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1029675.562500 Penalty: 4451.912598
	Iteration 18Q: 3 clusters Score -1029676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1029731.125000 Penalty: 4451.912598
	Iteration 19Q: 3 clusters Score -1029731 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1029776.000000 Penalty: 4451.912598
	Iteration 20F: 3 clusters Score -1029776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1029814.187500 Penalty: 4451.912598
	Iteration 21Q: 3 clusters Score -1029814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1029857.062500 Penalty: 4451.912598
	Iteration 22Q: 3 clusters Score -1029857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1029885.750000 Penalty: 4451.912598
	Iteration 23Q: 3 clusters Score -1029886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1029912.562500 Penalty: 4451.912598
	Iteration 24Q: 3 clusters Score -1029913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1029936.812500 Penalty: 4451.912598
	Iteration 25Q: 3 clusters Score -1029937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1029953.312500 Penalty: 4451.912598
	Iteration 26Q: 3 clusters Score -1029953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1029964.687500 Penalty: 4451.912598
	Iteration 27Q: 3 clusters Score -1029965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1029975.250000 Penalty: 4451.912598
	Iteration 28Q: 3 clusters Score -1029975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1029986.562500 Penalty: 4451.912598
	Iteration 29Q: 3 clusters Score -1029987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1029994.875000 Penalty: 4451.912598
	Iteration 30Q: 3 clusters Score -1029995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1030003.937500 Penalty: 4451.912598
	Iteration 31Q: 3 clusters Score -1030004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1030012.687500 Penalty: 4451.912598
	Iteration 32Q: 3 clusters Score -1030013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1030020.875000 Penalty: 4451.912598
	Iteration 33Q: 3 clusters Score -1030021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1030024.750000 Penalty: 4451.912598
	Iteration 34Q: 3 clusters Score -1030025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1030028.375000 Penalty: 4451.912598
	Iteration 35Q: 3 clusters Score -1030028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1030030.812500 Penalty: 4451.912598
	Iteration 36Q: 3 clusters Score -1030031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1030034.437500 Penalty: 4451.912598
	Iteration 37Q: 3 clusters Score -1030034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1030036.562500 Penalty: 4451.912598
	Iteration 38Q: 3 clusters Score -1030037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1030041.250000 Penalty: 4451.912598
	Iteration 39Q: 3 clusters Score -1030041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1030047.437500 Penalty: 4451.912598
	Iteration 40F: 3 clusters Score -1030047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1030050.187500 Penalty: 4451.912598
	Iteration 41Q: 3 clusters Score -1030050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1030053.250000 Penalty: 4451.912598
	Iteration 42Q: 3 clusters Score -1030053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1030054.937500 Penalty: 4451.912598
	Iteration 43Q: 3 clusters Score -1030055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1030057.437500 Penalty: 4451.912598
	Iteration 44Q: 3 clusters Score -1030057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1030058.937500 Penalty: 4451.912598
	Iteration 45Q: 3 clusters Score -1030059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1030061.937500 Penalty: 4451.912598
	Iteration 46Q: 3 clusters Score -1030062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1030061.437500 Penalty: 4451.912598
	Iteration 47Q: 3 clusters Score -1030061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1030063.250000 Penalty: 4451.912598
	Iteration 48Q: 3 clusters Score -1030063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1030063.250000 Penalty: 4451.912598
	Iteration 49F: 3 clusters Score -1030063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Entering Unmasked Estep 
Score: -6063544.000000 Penalty: 2666.769775
	Iteration 0F: 2 clusters Score -6063544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6031834.000000 Penalty: 5333.539551
	Iteration 0F: 3 clusters Score -6031834 nChanged 21717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -6044260.000000 Penalty: 5333.539551
	Iteration 1F: 3 clusters Score -6044260 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -6045008.500000 Penalty: 5333.539551
	Iteration 2Q: 3 clusters Score -6045008 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -6045780.500000 Penalty: 5333.539551
	Iteration 3Q: 3 clusters Score -6045780 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -6046564.000000 Penalty: 5333.539551
	Iteration 4Q: 3 clusters Score -6046564 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -6047341.500000 Penalty: 5333.539551
	Iteration 5Q: 3 clusters Score -6047342 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -6048115.000000 Penalty: 5333.539551
	Iteration 6Q: 3 clusters Score -6048115 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -6048927.500000 Penalty: 5333.539551
	Iteration 7Q: 3 clusters Score -6048928 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -6049776.500000 Penalty: 5333.539551
	Iteration 8Q: 3 clusters Score -6049776 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6050772.500000 Penalty: 5333.539551
	Iteration 9Q: 3 clusters Score -6050772 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6051817.000000 Penalty: 5333.539551
	Iteration 10Q: 3 clusters Score -6051817 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6052905.000000 Penalty: 5333.539551
	Iteration 11Q: 3 clusters Score -6052905 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -6054029.000000 Penalty: 5333.539551
	Iteration 12Q: 3 clusters Score -6054029 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -6054957.500000 Penalty: 5333.539551
	Iteration 13Q: 3 clusters Score -6054958 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -6055638.500000 Penalty: 5333.539551
	Iteration 14Q: 3 clusters Score -6055638 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -6056114.500000 Penalty: 5333.539551
	Iteration 15Q: 3 clusters Score -6056114 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -6056455.500000 Penalty: 5333.539551
	Iteration 16Q: 3 clusters Score -6056456 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -6056813.500000 Penalty: 5333.539551
	Iteration 17Q: 3 clusters Score -6056814 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6057091.000000 Penalty: 5333.539551
	Iteration 18Q: 3 clusters Score -6057091 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6057357.500000 Penalty: 5333.539551
	Iteration 19Q: 3 clusters Score -6057358 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -6057663.500000 Penalty: 5333.539551
	Iteration 20F: 3 clusters Score -6057664 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -6057969.000000 Penalty: 5333.539551
	Iteration 21Q: 3 clusters Score -6057969 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -6058268.500000 Penalty: 5333.539551
	Iteration 22Q: 3 clusters Score -6058268 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6058574.500000 Penalty: 5333.539551
	Iteration 23Q: 3 clusters Score -6058574 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6058872.000000 Penalty: 5333.539551
	Iteration 24Q: 3 clusters Score -6058872 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -6059217.000000 Penalty: 5333.539551
	Iteration 25Q: 3 clusters Score -6059217 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -6059522.000000 Penalty: 5333.539551
	Iteration 26Q: 3 clusters Score -6059522 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -6059846.500000 Penalty: 5333.539551
	Iteration 27Q: 3 clusters Score -6059846 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6060154.000000 Penalty: 5333.539551
	Iteration 28Q: 3 clusters Score -6060154 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6060444.500000 Penalty: 5333.539551
	Iteration 29Q: 3 clusters Score -6060444 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6060703.500000 Penalty: 5333.539551
	Iteration 30Q: 3 clusters Score -6060704 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6060896.000000 Penalty: 5333.539551
	Iteration 31Q: 3 clusters Score -6060896 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6061079.000000 Penalty: 5333.539551
	Iteration 32Q: 3 clusters Score -6061079 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6061192.000000 Penalty: 5333.539551
	Iteration 33Q: 3 clusters Score -6061192 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6061294.000000 Penalty: 5333.539551
	Iteration 34Q: 3 clusters Score -6061294 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6061378.000000 Penalty: 5333.539551
	Iteration 35Q: 3 clusters Score -6061378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6061419.500000 Penalty: 5333.539551
	Iteration 36Q: 3 clusters Score -6061420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6061465.000000 Penalty: 5333.539551
	Iteration 37Q: 3 clusters Score -6061465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6061485.500000 Penalty: 5333.539551
	Iteration 38Q: 3 clusters Score -6061486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6061489.500000 Penalty: 5333.539551
	Iteration 39Q: 3 clusters Score -6061490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6061508.000000 Penalty: 5333.539551
	Iteration 40F: 3 clusters Score -6061508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6061516.000000 Penalty: 5333.539551
	Iteration 41Q: 3 clusters Score -6061516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6061531.500000 Penalty: 5333.539551
	Iteration 42Q: 3 clusters Score -6061532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6061530.000000 Penalty: 5333.539551
	Iteration 43Q: 3 clusters Score -6061530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6061534.500000 Penalty: 5333.539551
	Iteration 44Q: 3 clusters Score -6061534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6061539.000000 Penalty: 5333.539551
	Iteration 45Q: 3 clusters Score -6061539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6061552.500000 Penalty: 5333.539551
	Iteration 46Q: 3 clusters Score -6061552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6061561.500000 Penalty: 5333.539551
	Iteration 47Q: 3 clusters Score -6061562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6061574.000000 Penalty: 5333.539551
	Iteration 48Q: 3 clusters Score -6061574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6061581.000000 Penalty: 5333.539551
	Iteration 49Q: 3 clusters Score -6061581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6061584.500000 Penalty: 5333.539551
	Iteration 50Q: 3 clusters Score -6061584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6061584.500000 Penalty: 5333.539551
	Iteration 51Q: 3 clusters Score -6061584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6061588.000000 Penalty: 5333.539551
	Iteration 52Q: 3 clusters Score -6061588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6061583.500000 Penalty: 5333.539551
	Iteration 53Q: 3 clusters Score -6061584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6061586.500000 Penalty: 5333.539551
	Iteration 54Q: 3 clusters Score -6061586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6061584.500000 Penalty: 5333.539551
	Iteration 55Q: 3 clusters Score -6061584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6061594.000000 Penalty: 5333.539551
	Iteration 56Q: 3 clusters Score -6061594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6061592.500000 Penalty: 5333.539551
	Iteration 57Q: 3 clusters Score -6061592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6061590.000000 Penalty: 5333.539551
	Iteration 58Q: 3 clusters Score -6061590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6061603.000000 Penalty: 5333.539551
	Iteration 59Q: 3 clusters Score -6061603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6061606.000000 Penalty: 5333.539551
	Iteration 60F: 3 clusters Score -6061606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6061612.500000 Penalty: 5333.539551
	Iteration 61Q: 3 clusters Score -6061612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6061607.000000 Penalty: 5333.539551
	Iteration 62Q: 3 clusters Score -6061607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6061607.000000 Penalty: 5333.539551
	Iteration 63Q: 3 clusters Score -6061607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6061606.500000 Penalty: 5333.539551
	Iteration 64Q: 3 clusters Score -6061606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6061606.000000 Penalty: 5333.539551
	Iteration 65Q: 3 clusters Score -6061606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6061610.000000 Penalty: 5333.539551
	Iteration 66Q: 3 clusters Score -6061610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6061610.000000 Penalty: 5333.539551
	Iteration 67F: 3 clusters Score -6061610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -701587.312500 Penalty: 2132.221436
	Iteration 0F: 2 clusters Score -701587.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -696818.750000 Penalty: 4264.442871
	Iteration 0F: 3 clusters Score -696818.8 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -697928.312500 Penalty: 4264.442871
	Iteration 1F: 3 clusters Score -697928.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -698131.187500 Penalty: 4264.442871
	Iteration 2F: 3 clusters Score -698131.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -698265.812500 Penalty: 4264.442871
	Iteration 3Q: 3 clusters Score -698265.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -698370.812500 Penalty: 4264.442871
	Iteration 4Q: 3 clusters Score -698370.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -698444.437500 Penalty: 4264.442871
	Iteration 5Q: 3 clusters Score -698444.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -698505.500000 Penalty: 4264.442871
	Iteration 6Q: 3 clusters Score -698505.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -698552.000000 Penalty: 4264.442871
	Iteration 7Q: 3 clusters Score -698552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -698596.875000 Penalty: 4264.442871
	Iteration 8Q: 3 clusters Score -698596.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -698644.250000 Penalty: 4264.442871
	Iteration 9Q: 3 clusters Score -698644.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -698701.875000 Penalty: 4264.442871
	Iteration 10Q: 3 clusters Score -698701.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -698768.375000 Penalty: 4264.442871
	Iteration 11Q: 3 clusters Score -698768.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -698846.750000 Penalty: 4264.442871
	Iteration 12Q: 3 clusters Score -698846.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -698939.625000 Penalty: 4264.442871
	Iteration 13Q: 3 clusters Score -698939.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -699028.562500 Penalty: 4264.442871
	Iteration 14Q: 3 clusters Score -699028.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -699107.437500 Penalty: 4264.442871
	Iteration 15Q: 3 clusters Score -699107.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -699186.687500 Penalty: 4264.442871
	Iteration 16Q: 3 clusters Score -699186.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -699262.875000 Penalty: 4264.442871
	Iteration 17Q: 3 clusters Score -699262.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -699327.062500 Penalty: 4264.442871
	Iteration 18Q: 3 clusters Score -699327.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -699378.375000 Penalty: 4264.442871
	Iteration 19Q: 3 clusters Score -699378.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -699427.937500 Penalty: 4264.442871
	Iteration 20F: 3 clusters Score -699427.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -699464.625000 Penalty: 4264.442871
	Iteration 21Q: 3 clusters Score -699464.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -699494.937500 Penalty: 4264.442871
	Iteration 22Q: 3 clusters Score -699494.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -699525.812500 Penalty: 4264.442871
	Iteration 23Q: 3 clusters Score -699525.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -699557.062500 Penalty: 4264.442871
	Iteration 24Q: 3 clusters Score -699557.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -699587.187500 Penalty: 4264.442871
	Iteration 25Q: 3 clusters Score -699587.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -699619.625000 Penalty: 4264.442871
	Iteration 26Q: 3 clusters Score -699619.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -699650.875000 Penalty: 4264.442871
	Iteration 27Q: 3 clusters Score -699650.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -699679.625000 Penalty: 4264.442871
	Iteration 28Q: 3 clusters Score -699679.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -699702.750000 Penalty: 4264.442871
	Iteration 29Q: 3 clusters Score -699702.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -699719.500000 Penalty: 4264.442871
	Iteration 30Q: 3 clusters Score -699719.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -699735.625000 Penalty: 4264.442871
	Iteration 31Q: 3 clusters Score -699735.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -699752.062500 Penalty: 4264.442871
	Iteration 32Q: 3 clusters Score -699752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -699764.375000 Penalty: 4264.442871
	Iteration 33Q: 3 clusters Score -699764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -699777.562500 Penalty: 4264.442871
	Iteration 34Q: 3 clusters Score -699777.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -699798.625000 Penalty: 4264.442871
	Iteration 35Q: 3 clusters Score -699798.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -699819.500000 Penalty: 4264.442871
	Iteration 36Q: 3 clusters Score -699819.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -699835.187500 Penalty: 4264.442871
	Iteration 37Q: 3 clusters Score -699835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -699847.750000 Penalty: 4264.442871
	Iteration 38Q: 3 clusters Score -699847.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -699859.562500 Penalty: 4264.442871
	Iteration 39Q: 3 clusters Score -699859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -699866.312500 Penalty: 4264.442871
	Iteration 40F: 3 clusters Score -699866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -699873.000000 Penalty: 4264.442871
	Iteration 41Q: 3 clusters Score -699873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -699880.000000 Penalty: 4264.442871
	Iteration 42Q: 3 clusters Score -699880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -699884.437500 Penalty: 4264.442871
	Iteration 43Q: 3 clusters Score -699884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -699887.687500 Penalty: 4264.442871
	Iteration 44Q: 3 clusters Score -699887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -699888.000000 Penalty: 4264.442871
	Iteration 45Q: 3 clusters Score -699888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -699888.000000 Penalty: 4264.442871
	Iteration 46F: 3 clusters Score -699888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -762145.250000 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -762145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -756997.062500 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -756997.1 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -758203.437500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -758203.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -758444.000000 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -758444 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -758649.250000 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -758649.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -758866.937500 Penalty: 4319.403320
	Iteration 4F: 3 clusters Score -758866.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -759110.000000 Penalty: 4319.403320
	Iteration 5F: 3 clusters Score -759110 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -759381.187500 Penalty: 4319.403320
	Iteration 6F: 3 clusters Score -759381.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -759691.562500 Penalty: 4319.403320
	Iteration 7F: 3 clusters Score -759691.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -759992.875000 Penalty: 4319.403320
	Iteration 8F: 3 clusters Score -759992.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -760229.312500 Penalty: 4319.403320
	Iteration 9F: 3 clusters Score -760229.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -760363.937500 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -760363.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -760453.562500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -760453.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -760515.875000 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -760515.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -760562.562500 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -760562.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -760589.875000 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -760589.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -760599.875000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -760599.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -760611.125000 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -760611.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -760618.062500 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -760618.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -760627.625000 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -760627.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -760634.937500 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -760634.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -760642.750000 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -760642.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -760651.187500 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -760651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -760657.312500 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -760657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -760658.187500 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -760658.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -760661.750000 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -760661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -760665.375000 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -760665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -760666.000000 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -760666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -760667.125000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -760667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -760669.000000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -760669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -760668.750000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -760668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -760672.937500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -760672.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -760675.062500 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -760675.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -760679.750000 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -760679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -760685.125000 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -760685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -760689.937500 Penalty: 4319.403320
	Iteration 34Q: 3 clusters Score -760689.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -760699.750000 Penalty: 4319.403320
	Iteration 35Q: 3 clusters Score -760699.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -760711.500000 Penalty: 4319.403320
	Iteration 36Q: 3 clusters Score -760711.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -760720.875000 Penalty: 4319.403320
	Iteration 37Q: 3 clusters Score -760720.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -760730.000000 Penalty: 4319.403320
	Iteration 38Q: 3 clusters Score -760730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -760739.437500 Penalty: 4319.403320
	Iteration 39Q: 3 clusters Score -760739.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -760756.687500 Penalty: 4319.403320
	Iteration 40F: 3 clusters Score -760756.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -760774.437500 Penalty: 4319.403320
	Iteration 41Q: 3 clusters Score -760774.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -760801.312500 Penalty: 4319.403320
	Iteration 42Q: 3 clusters Score -760801.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -760820.562500 Penalty: 4319.403320
	Iteration 43Q: 3 clusters Score -760820.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -760835.625000 Penalty: 4319.403320
	Iteration 44Q: 3 clusters Score -760835.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -760849.875000 Penalty: 4319.403320
	Iteration 45Q: 3 clusters Score -760849.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -760864.250000 Penalty: 4319.403320
	Iteration 46Q: 3 clusters Score -760864.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -760882.187500 Penalty: 4319.403320
	Iteration 47Q: 3 clusters Score -760882.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -760893.437500 Penalty: 4319.403320
	Iteration 48Q: 3 clusters Score -760893.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -760910.562500 Penalty: 4319.403320
	Iteration 49Q: 3 clusters Score -760910.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -760925.187500 Penalty: 4319.403320
	Iteration 50Q: 3 clusters Score -760925.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -760940.875000 Penalty: 4319.403320
	Iteration 51Q: 3 clusters Score -760940.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -760951.687500 Penalty: 4319.403320
	Iteration 52Q: 3 clusters Score -760951.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -760961.125000 Penalty: 4319.403320
	Iteration 53Q: 3 clusters Score -760961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -760964.625000 Penalty: 4319.403320
	Iteration 54Q: 3 clusters Score -760964.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -760971.937500 Penalty: 4319.403320
	Iteration 55Q: 3 clusters Score -760971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -760981.750000 Penalty: 4319.403320
	Iteration 56Q: 3 clusters Score -760981.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -760993.187500 Penalty: 4319.403320
	Iteration 57Q: 3 clusters Score -760993.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -761009.375000 Penalty: 4319.403320
	Iteration 58Q: 3 clusters Score -761009.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -761026.437500 Penalty: 4319.403320
	Iteration 59Q: 3 clusters Score -761026.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -761040.000000 Penalty: 4319.403320
	Iteration 60F: 3 clusters Score -761040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -761055.500000 Penalty: 4319.403320
	Iteration 61Q: 3 clusters Score -761055.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -761071.312500 Penalty: 4319.403320
	Iteration 62Q: 3 clusters Score -761071.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -761093.125000 Penalty: 4319.403320
	Iteration 63Q: 3 clusters Score -761093.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -761106.875000 Penalty: 4319.403320
	Iteration 64Q: 3 clusters Score -761106.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -761121.812500 Penalty: 4319.403320
	Iteration 65Q: 3 clusters Score -761121.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -761140.500000 Penalty: 4319.403320
	Iteration 66Q: 3 clusters Score -761140.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -761166.812500 Penalty: 4319.403320
	Iteration 67Q: 3 clusters Score -761166.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -761200.937500 Penalty: 4319.403320
	Iteration 68Q: 3 clusters Score -761200.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -761228.687500 Penalty: 4319.403320
	Iteration 69Q: 3 clusters Score -761228.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -761259.062500 Penalty: 4319.403320
	Iteration 70Q: 3 clusters Score -761259.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -761286.125000 Penalty: 4319.403320
	Iteration 71Q: 3 clusters Score -761286.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -761315.687500 Penalty: 4319.403320
	Iteration 72Q: 3 clusters Score -761315.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -761356.687500 Penalty: 4319.403320
	Iteration 73Q: 3 clusters Score -761356.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -761385.437500 Penalty: 4319.403320
	Iteration 74Q: 3 clusters Score -761385.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -761410.250000 Penalty: 4319.403320
	Iteration 75Q: 3 clusters Score -761410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -761437.812500 Penalty: 4319.403320
	Iteration 76Q: 3 clusters Score -761437.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -761473.625000 Penalty: 4319.403320
	Iteration 77Q: 3 clusters Score -761473.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -761525.562500 Penalty: 4319.403320
	Iteration 78Q: 3 clusters Score -761525.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -761582.437500 Penalty: 4319.403320
	Iteration 79Q: 3 clusters Score -761582.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -761663.937500 Penalty: 4319.403320
	Iteration 80F: 3 clusters Score -761663.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -761751.750000 Penalty: 4319.403320
	Iteration 81Q: 3 clusters Score -761751.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -761800.500000 Penalty: 4319.403320
	Iteration 82Q: 3 clusters Score -761800.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -761835.500000 Penalty: 4319.403320
	Iteration 83Q: 3 clusters Score -761835.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -761848.187500 Penalty: 4319.403320
	Iteration 84Q: 3 clusters Score -761848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -761854.187500 Penalty: 4319.403320
	Iteration 85Q: 3 clusters Score -761854.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -761859.000000 Penalty: 4319.403320
	Iteration 86Q: 3 clusters Score -761859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -761860.250000 Penalty: 4319.403320
	Iteration 87Q: 3 clusters Score -761860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -761862.062500 Penalty: 4319.403320
	Iteration 88Q: 3 clusters Score -761862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -761864.437500 Penalty: 4319.403320
	Iteration 89Q: 3 clusters Score -761864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -761865.250000 Penalty: 4319.403320
	Iteration 90Q: 3 clusters Score -761865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -761867.062500 Penalty: 4319.403320
	Iteration 91Q: 3 clusters Score -761867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -761867.062500 Penalty: 4319.403320
	Iteration 92F: 3 clusters Score -761867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -851156.687500 Penalty: 2184.734863
	Iteration 0F: 2 clusters Score -851156.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -845598.875000 Penalty: 4369.469727
	Iteration 0F: 3 clusters Score -845598.9 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -847195.312500 Penalty: 4369.469727
	Iteration 1F: 3 clusters Score -847195.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -847541.750000 Penalty: 4369.469727
	Iteration 2F: 3 clusters Score -847541.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -847825.375000 Penalty: 4369.469727
	Iteration 3F: 3 clusters Score -847825.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -848118.562500 Penalty: 4369.469727
	Iteration 4F: 3 clusters Score -848118.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -848471.187500 Penalty: 4369.469727
	Iteration 5F: 3 clusters Score -848471.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -848803.937500 Penalty: 4369.469727
	Iteration 6F: 3 clusters Score -848803.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -849092.750000 Penalty: 4369.469727
	Iteration 7F: 3 clusters Score -849092.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -849324.750000 Penalty: 4369.469727
	Iteration 8Q: 3 clusters Score -849324.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -849518.250000 Penalty: 4369.469727
	Iteration 9Q: 3 clusters Score -849518.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -849653.562500 Penalty: 4369.469727
	Iteration 10Q: 3 clusters Score -849653.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -849752.187500 Penalty: 4369.469727
	Iteration 11Q: 3 clusters Score -849752.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -849810.000000 Penalty: 4369.469727
	Iteration 12Q: 3 clusters Score -849810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -849842.312500 Penalty: 4369.469727
	Iteration 13Q: 3 clusters Score -849842.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -849868.812500 Penalty: 4369.469727
	Iteration 14Q: 3 clusters Score -849868.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -849889.500000 Penalty: 4369.469727
	Iteration 15Q: 3 clusters Score -849889.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -849906.437500 Penalty: 4369.469727
	Iteration 16Q: 3 clusters Score -849906.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -849923.562500 Penalty: 4369.469727
	Iteration 17Q: 3 clusters Score -849923.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -849936.937500 Penalty: 4369.469727
	Iteration 18Q: 3 clusters Score -849936.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -849949.000000 Penalty: 4369.469727
	Iteration 19Q: 3 clusters Score -849949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -849957.687500 Penalty: 4369.469727
	Iteration 20F: 3 clusters Score -849957.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -849969.000000 Penalty: 4369.469727
	Iteration 21Q: 3 clusters Score -849969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -849975.687500 Penalty: 4369.469727
	Iteration 22Q: 3 clusters Score -849975.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -849983.125000 Penalty: 4369.469727
	Iteration 23Q: 3 clusters Score -849983.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -849986.250000 Penalty: 4369.469727
	Iteration 24Q: 3 clusters Score -849986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -849988.312500 Penalty: 4369.469727
	Iteration 25Q: 3 clusters Score -849988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -849989.875000 Penalty: 4369.469727
	Iteration 26Q: 3 clusters Score -849989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -849990.875000 Penalty: 4369.469727
	Iteration 27Q: 3 clusters Score -849990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -849989.750000 Penalty: 4369.469727
	Iteration 28Q: 3 clusters Score -849989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -849990.437500 Penalty: 4369.469727
	Iteration 29Q: 3 clusters Score -849990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -849992.000000 Penalty: 4369.469727
	Iteration 30Q: 3 clusters Score -849992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -849992.000000 Penalty: 4369.469727
	Iteration 31F: 3 clusters Score -849992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Entering Unmasked Estep 
Score: -6667830.000000 Penalty: 2689.912109
	Iteration 0F: 2 clusters Score -6667830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6633107.500000 Penalty: 5379.824219
	Iteration 0F: 3 clusters Score -6633108 nChanged 23848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -6646713.500000 Penalty: 5379.824219
	Iteration 1F: 3 clusters Score -6646714 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6647262.500000 Penalty: 5379.824219
	Iteration 2Q: 3 clusters Score -6647262 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -6647766.000000 Penalty: 5379.824219
	Iteration 3Q: 3 clusters Score -6647766 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6648174.000000 Penalty: 5379.824219
	Iteration 4Q: 3 clusters Score -6648174 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -6648655.500000 Penalty: 5379.824219
	Iteration 5Q: 3 clusters Score -6648656 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -6649245.500000 Penalty: 5379.824219
	Iteration 6Q: 3 clusters Score -6649246 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -6649912.500000 Penalty: 5379.824219
	Iteration 7Q: 3 clusters Score -6649912 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6650829.000000 Penalty: 5379.824219
	Iteration 8Q: 3 clusters Score -6650829 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -6651920.000000 Penalty: 5379.824219
	Iteration 9Q: 3 clusters Score -6651920 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -6653312.500000 Penalty: 5379.824219
	Iteration 10Q: 3 clusters Score -6653312 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -6655006.500000 Penalty: 5379.824219
	Iteration 11F: 3 clusters Score -6655006 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -6656639.000000 Penalty: 5379.824219
	Iteration 12F: 3 clusters Score -6656639 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -6658241.000000 Penalty: 5379.824219
	Iteration 13Q: 3 clusters Score -6658241 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -6659720.000000 Penalty: 5379.824219
	Iteration 14Q: 3 clusters Score -6659720 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -6661023.000000 Penalty: 5379.824219
	Iteration 15Q: 3 clusters Score -6661023 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -6662035.500000 Penalty: 5379.824219
	Iteration 16Q: 3 clusters Score -6662036 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6662820.500000 Penalty: 5379.824219
	Iteration 17Q: 3 clusters Score -6662820 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -6663454.500000 Penalty: 5379.824219
	Iteration 18Q: 3 clusters Score -6663454 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6663990.000000 Penalty: 5379.824219
	Iteration 19Q: 3 clusters Score -6663990 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6664380.500000 Penalty: 5379.824219
	Iteration 20F: 3 clusters Score -6664380 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -6664660.500000 Penalty: 5379.824219
	Iteration 21Q: 3 clusters Score -6664660 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6664878.000000 Penalty: 5379.824219
	Iteration 22Q: 3 clusters Score -6664878 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -6665054.500000 Penalty: 5379.824219
	Iteration 23Q: 3 clusters Score -6665054 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6665179.000000 Penalty: 5379.824219
	Iteration 24Q: 3 clusters Score -6665179 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -6665259.000000 Penalty: 5379.824219
	Iteration 25Q: 3 clusters Score -6665259 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -6665348.500000 Penalty: 5379.824219
	Iteration 26Q: 3 clusters Score -6665348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6665388.000000 Penalty: 5379.824219
	Iteration 27Q: 3 clusters Score -6665388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6665425.000000 Penalty: 5379.824219
	Iteration 28Q: 3 clusters Score -6665425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -6665469.500000 Penalty: 5379.824219
	Iteration 29Q: 3 clusters Score -6665470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -6665508.500000 Penalty: 5379.824219
	Iteration 30Q: 3 clusters Score -6665508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -6665551.000000 Penalty: 5379.824219
	Iteration 31Q: 3 clusters Score -6665551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6665568.500000 Penalty: 5379.824219
	Iteration 32Q: 3 clusters Score -6665568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6665583.500000 Penalty: 5379.824219
	Iteration 33Q: 3 clusters Score -6665584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6665595.500000 Penalty: 5379.824219
	Iteration 34Q: 3 clusters Score -6665596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -6665605.500000 Penalty: 5379.824219
	Iteration 35Q: 3 clusters Score -6665606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6665611.500000 Penalty: 5379.824219
	Iteration 36Q: 3 clusters Score -6665612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6665612.000000 Penalty: 5379.824219
	Iteration 37Q: 3 clusters Score -6665612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6665619.500000 Penalty: 5379.824219
	Iteration 38Q: 3 clusters Score -6665620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -6665620.500000 Penalty: 5379.824219
	Iteration 39Q: 3 clusters Score -6665620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -6665627.000000 Penalty: 5379.824219
	Iteration 40F: 3 clusters Score -6665627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6665628.000000 Penalty: 5379.824219
	Iteration 41Q: 3 clusters Score -6665628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6665630.500000 Penalty: 5379.824219
	Iteration 42Q: 3 clusters Score -6665630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6665632.000000 Penalty: 5379.824219
	Iteration 43Q: 3 clusters Score -6665632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6665635.500000 Penalty: 5379.824219
	Iteration 44Q: 3 clusters Score -6665636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6665638.000000 Penalty: 5379.824219
	Iteration 45Q: 3 clusters Score -6665638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6665637.000000 Penalty: 5379.824219
	Iteration 46Q: 3 clusters Score -6665637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -6665635.000000 Penalty: 5379.824219
	Iteration 47Q: 3 clusters Score -6665635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6665637.000000 Penalty: 5379.824219
	Iteration 48Q: 3 clusters Score -6665637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -6665634.500000 Penalty: 5379.824219
	Iteration 49Q: 3 clusters Score -6665634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -6665639.000000 Penalty: 5379.824219
	Iteration 50Q: 3 clusters Score -6665639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6665647.000000 Penalty: 5379.824219
	Iteration 51Q: 3 clusters Score -6665647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -6665646.000000 Penalty: 5379.824219
	Iteration 52Q: 3 clusters Score -6665646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -6665646.000000 Penalty: 5379.824219
	Iteration 53F: 3 clusters Score -6665646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Entering Unmasked Estep 
Score: -2931269.750000 Penalty: 2490.607178
	Iteration 0F: 2 clusters Score -2931270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2915265.750000 Penalty: 4981.214355
	Iteration 0F: 3 clusters Score -2915266 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2920995.000000 Penalty: 4981.214355
	Iteration 1F: 3 clusters Score -2920995 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2921666.750000 Penalty: 4981.214355
	Iteration 2F: 3 clusters Score -2921667 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2922344.000000 Penalty: 4981.214355
	Iteration 3F: 3 clusters Score -2922344 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2923034.500000 Penalty: 4981.214355
	Iteration 4F: 3 clusters Score -2923034 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2923782.250000 Penalty: 4981.214355
	Iteration 5F: 3 clusters Score -2923782 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2924584.750000 Penalty: 4981.214355
	Iteration 6F: 3 clusters Score -2924585 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2925336.500000 Penalty: 4981.214355
	Iteration 7Q: 3 clusters Score -2925336 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2925936.750000 Penalty: 4981.214355
	Iteration 8Q: 3 clusters Score -2925937 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2926402.500000 Penalty: 4981.214355
	Iteration 9Q: 3 clusters Score -2926402 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2926753.250000 Penalty: 4981.214355
	Iteration 10Q: 3 clusters Score -2926753 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2927023.500000 Penalty: 4981.214355
	Iteration 11Q: 3 clusters Score -2927024 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2927259.750000 Penalty: 4981.214355
	Iteration 12Q: 3 clusters Score -2927260 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2927406.750000 Penalty: 4981.214355
	Iteration 13Q: 3 clusters Score -2927407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2927548.500000 Penalty: 4981.214355
	Iteration 14Q: 3 clusters Score -2927548 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2927680.000000 Penalty: 4981.214355
	Iteration 15Q: 3 clusters Score -2927680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2927818.000000 Penalty: 4981.214355
	Iteration 16Q: 3 clusters Score -2927818 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2927927.500000 Penalty: 4981.214355
	Iteration 17Q: 3 clusters Score -2927928 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2928056.250000 Penalty: 4981.214355
	Iteration 18Q: 3 clusters Score -2928056 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2928182.250000 Penalty: 4981.214355
	Iteration 19Q: 3 clusters Score -2928182 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2928298.250000 Penalty: 4981.214355
	Iteration 20F: 3 clusters Score -2928298 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2928417.750000 Penalty: 4981.214355
	Iteration 21Q: 3 clusters Score -2928418 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2928521.750000 Penalty: 4981.214355
	Iteration 22Q: 3 clusters Score -2928522 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2928611.500000 Penalty: 4981.214355
	Iteration 23Q: 3 clusters Score -2928612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2928682.000000 Penalty: 4981.214355
	Iteration 24Q: 3 clusters Score -2928682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2928743.250000 Penalty: 4981.214355
	Iteration 25Q: 3 clusters Score -2928743 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2928798.250000 Penalty: 4981.214355
	Iteration 26Q: 3 clusters Score -2928798 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2928861.750000 Penalty: 4981.214355
	Iteration 27Q: 3 clusters Score -2928862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2928920.000000 Penalty: 4981.214355
	Iteration 28Q: 3 clusters Score -2928920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2928978.500000 Penalty: 4981.214355
	Iteration 29Q: 3 clusters Score -2928978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2929036.250000 Penalty: 4981.214355
	Iteration 30Q: 3 clusters Score -2929036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2929081.250000 Penalty: 4981.214355
	Iteration 31Q: 3 clusters Score -2929081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2929114.750000 Penalty: 4981.214355
	Iteration 32Q: 3 clusters Score -2929115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2929136.000000 Penalty: 4981.214355
	Iteration 33Q: 3 clusters Score -2929136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2929160.250000 Penalty: 4981.214355
	Iteration 34Q: 3 clusters Score -2929160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2929175.750000 Penalty: 4981.214355
	Iteration 35Q: 3 clusters Score -2929176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2929205.500000 Penalty: 4981.214355
	Iteration 36Q: 3 clusters Score -2929206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2929223.000000 Penalty: 4981.214355
	Iteration 37Q: 3 clusters Score -2929223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2929221.750000 Penalty: 4981.214355
	Iteration 38Q: 3 clusters Score -2929222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2929240.500000 Penalty: 4981.214355
	Iteration 39Q: 3 clusters Score -2929240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2929252.500000 Penalty: 4981.214355
	Iteration 40F: 3 clusters Score -2929252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2929264.750000 Penalty: 4981.214355
	Iteration 41Q: 3 clusters Score -2929265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2929272.250000 Penalty: 4981.214355
	Iteration 42Q: 3 clusters Score -2929272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2929281.750000 Penalty: 4981.214355
	Iteration 43Q: 3 clusters Score -2929282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2929289.750000 Penalty: 4981.214355
	Iteration 44Q: 3 clusters Score -2929290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2929301.750000 Penalty: 4981.214355
	Iteration 45Q: 3 clusters Score -2929302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2929304.750000 Penalty: 4981.214355
	Iteration 46Q: 3 clusters Score -2929305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2929306.000000 Penalty: 4981.214355
	Iteration 47Q: 3 clusters Score -2929306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2929307.750000 Penalty: 4981.214355
	Iteration 48Q: 3 clusters Score -2929308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2929314.250000 Penalty: 4981.214355
	Iteration 49Q: 3 clusters Score -2929314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2929317.750000 Penalty: 4981.214355
	Iteration 50Q: 3 clusters Score -2929318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2929318.750000 Penalty: 4981.214355
	Iteration 51Q: 3 clusters Score -2929319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2929323.750000 Penalty: 4981.214355
	Iteration 52Q: 3 clusters Score -2929324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2929328.500000 Penalty: 4981.214355
	Iteration 53Q: 3 clusters Score -2929328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2929331.000000 Penalty: 4981.214355
	Iteration 54Q: 3 clusters Score -2929331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2929336.000000 Penalty: 4981.214355
	Iteration 55Q: 3 clusters Score -2929336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2929340.750000 Penalty: 4981.214355
	Iteration 56Q: 3 clusters Score -2929341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2929347.500000 Penalty: 4981.214355
	Iteration 57Q: 3 clusters Score -2929348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2929347.000000 Penalty: 4981.214355
	Iteration 58Q: 3 clusters Score -2929347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2929346.250000 Penalty: 4981.214355
	Iteration 59Q: 3 clusters Score -2929346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2929346.750000 Penalty: 4981.214355
	Iteration 60F: 3 clusters Score -2929347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2929350.250000 Penalty: 4981.214355
	Iteration 61Q: 3 clusters Score -2929350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2929352.250000 Penalty: 4981.214355
	Iteration 62Q: 3 clusters Score -2929352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2929352.000000 Penalty: 4981.214355
	Iteration 63Q: 3 clusters Score -2929352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2929353.750000 Penalty: 4981.214355
	Iteration 64Q: 3 clusters Score -2929354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2929355.250000 Penalty: 4981.214355
	Iteration 65Q: 3 clusters Score -2929355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2929355.500000 Penalty: 4981.214355
	Iteration 66Q: 3 clusters Score -2929356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2929355.500000 Penalty: 4981.214355
	Iteration 67F: 3 clusters Score -2929356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91035 members 
Entering Unmasked Estep 
Score: -11920843.000000 Penalty: 2831.911865
	Iteration 0F: 2 clusters Score -1.192084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -11859769.000000 Penalty: 5663.823730
	Iteration 0F: 3 clusters Score -1.185977e+07 nChanged 43131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -11884300.000000 Penalty: 5663.823730
	Iteration 1F: 3 clusters Score -1.18843e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -11885358.000000 Penalty: 5663.823730
	Iteration 2Q: 3 clusters Score -1.188536e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -11886583.000000 Penalty: 5663.823730
	Iteration 3Q: 3 clusters Score -1.188658e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -11888097.000000 Penalty: 5663.823730
	Iteration 4Q: 3 clusters Score -1.18881e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -11890124.000000 Penalty: 5663.823730
	Iteration 5Q: 3 clusters Score -1.189012e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -11893241.000000 Penalty: 5663.823730
	Iteration 6F: 3 clusters Score -1.189324e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -11897719.000000 Penalty: 5663.823730
	Iteration 7F: 3 clusters Score -1.189772e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -11902792.000000 Penalty: 5663.823730
	Iteration 8F: 3 clusters Score -1.190279e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -11907644.000000 Penalty: 5663.823730
	Iteration 9F: 3 clusters Score -1.190764e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -11911181.000000 Penalty: 5663.823730
	Iteration 10F: 3 clusters Score -1.191118e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -11913819.000000 Penalty: 5663.823730
	Iteration 11Q: 3 clusters Score -1.191382e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -11915576.000000 Penalty: 5663.823730
	Iteration 12Q: 3 clusters Score -1.191558e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -11916649.000000 Penalty: 5663.823730
	Iteration 13Q: 3 clusters Score -1.191665e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11917333.000000 Penalty: 5663.823730
	Iteration 14Q: 3 clusters Score -1.191733e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -11917789.000000 Penalty: 5663.823730
	Iteration 15Q: 3 clusters Score -1.191779e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -11918000.000000 Penalty: 5663.823730
	Iteration 16Q: 3 clusters Score -1.1918e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -11918178.000000 Penalty: 5663.823730
	Iteration 17Q: 3 clusters Score -1.191818e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -11918266.000000 Penalty: 5663.823730
	Iteration 18Q: 3 clusters Score -1.191827e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -11918340.000000 Penalty: 5663.823730
	Iteration 19Q: 3 clusters Score -1.191834e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -11918390.000000 Penalty: 5663.823730
	Iteration 20F: 3 clusters Score -1.191839e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -11918445.000000 Penalty: 5663.823730
	Iteration 21Q: 3 clusters Score -1.191844e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -11918456.000000 Penalty: 5663.823730
	Iteration 22Q: 3 clusters Score -1.191846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -11918490.000000 Penalty: 5663.823730
	Iteration 23Q: 3 clusters Score -1.191849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -11918511.000000 Penalty: 5663.823730
	Iteration 24Q: 3 clusters Score -1.191851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -11918524.000000 Penalty: 5663.823730
	Iteration 25Q: 3 clusters Score -1.191852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -11918512.000000 Penalty: 5663.823730
	Iteration 26Q: 3 clusters Score -1.191851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -11918529.000000 Penalty: 5663.823730
	Iteration 27Q: 3 clusters Score -1.191853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -11918539.000000 Penalty: 5663.823730
	Iteration 28Q: 3 clusters Score -1.191854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -11918540.000000 Penalty: 5663.823730
	Iteration 29Q: 3 clusters Score -1.191854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -11918548.000000 Penalty: 5663.823730
	Iteration 30Q: 3 clusters Score -1.191855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11918546.000000 Penalty: 5663.823730
	Iteration 31Q: 3 clusters Score -1.191855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11918542.000000 Penalty: 5663.823730
	Iteration 32Q: 3 clusters Score -1.191854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -11918557.000000 Penalty: 5663.823730
	Iteration 33Q: 3 clusters Score -1.191856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -11918559.000000 Penalty: 5663.823730
	Iteration 34Q: 3 clusters Score -1.191856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -11918570.000000 Penalty: 5663.823730
	Iteration 35Q: 3 clusters Score -1.191857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -11918567.000000 Penalty: 5663.823730
	Iteration 36Q: 3 clusters Score -1.191857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -11918567.000000 Penalty: 5663.823730
	Iteration 37F: 3 clusters Score -1.191857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Entering Unmasked Estep 
Score: -2208656.750000 Penalty: 2419.179199
	Iteration 0F: 2 clusters Score -2208657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2196345.000000 Penalty: 4838.358398
	Iteration 0F: 3 clusters Score -2196345 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2200556.750000 Penalty: 4838.358398
	Iteration 1F: 3 clusters Score -2200557 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2201130.500000 Penalty: 4838.358398
	Iteration 2F: 3 clusters Score -2201130 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2201745.500000 Penalty: 4838.358398
	Iteration 3F: 3 clusters Score -2201746 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2202478.250000 Penalty: 4838.358398
	Iteration 4F: 3 clusters Score -2202478 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2203241.500000 Penalty: 4838.358398
	Iteration 5F: 3 clusters Score -2203242 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2203913.000000 Penalty: 4838.358398
	Iteration 6F: 3 clusters Score -2203913 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2204505.750000 Penalty: 4838.358398
	Iteration 7F: 3 clusters Score -2204506 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2204976.500000 Penalty: 4838.358398
	Iteration 8Q: 3 clusters Score -2204976 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2205331.750000 Penalty: 4838.358398
	Iteration 9Q: 3 clusters Score -2205332 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2205605.750000 Penalty: 4838.358398
	Iteration 10Q: 3 clusters Score -2205606 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2205836.250000 Penalty: 4838.358398
	Iteration 11Q: 3 clusters Score -2205836 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2206007.750000 Penalty: 4838.358398
	Iteration 12Q: 3 clusters Score -2206008 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2206171.500000 Penalty: 4838.358398
	Iteration 13Q: 3 clusters Score -2206172 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2206291.750000 Penalty: 4838.358398
	Iteration 14Q: 3 clusters Score -2206292 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2206387.750000 Penalty: 4838.358398
	Iteration 15Q: 3 clusters Score -2206388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2206467.500000 Penalty: 4838.358398
	Iteration 16Q: 3 clusters Score -2206468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2206532.250000 Penalty: 4838.358398
	Iteration 17Q: 3 clusters Score -2206532 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2206591.750000 Penalty: 4838.358398
	Iteration 18Q: 3 clusters Score -2206592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2206631.750000 Penalty: 4838.358398
	Iteration 19Q: 3 clusters Score -2206632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2206650.250000 Penalty: 4838.358398
	Iteration 20F: 3 clusters Score -2206650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2206671.000000 Penalty: 4838.358398
	Iteration 21Q: 3 clusters Score -2206671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2206687.000000 Penalty: 4838.358398
	Iteration 22Q: 3 clusters Score -2206687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2206699.000000 Penalty: 4838.358398
	Iteration 23Q: 3 clusters Score -2206699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2206715.250000 Penalty: 4838.358398
	Iteration 24Q: 3 clusters Score -2206715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2206731.250000 Penalty: 4838.358398
	Iteration 25Q: 3 clusters Score -2206731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2206744.500000 Penalty: 4838.358398
	Iteration 26Q: 3 clusters Score -2206744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2206762.250000 Penalty: 4838.358398
	Iteration 27Q: 3 clusters Score -2206762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2206785.000000 Penalty: 4838.358398
	Iteration 28Q: 3 clusters Score -2206785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2206801.750000 Penalty: 4838.358398
	Iteration 29Q: 3 clusters Score -2206802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2206816.250000 Penalty: 4838.358398
	Iteration 30Q: 3 clusters Score -2206816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2206828.750000 Penalty: 4838.358398
	Iteration 31Q: 3 clusters Score -2206829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2206846.250000 Penalty: 4838.358398
	Iteration 32Q: 3 clusters Score -2206846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2206860.500000 Penalty: 4838.358398
	Iteration 33Q: 3 clusters Score -2206860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2206874.000000 Penalty: 4838.358398
	Iteration 34Q: 3 clusters Score -2206874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2206874.500000 Penalty: 4838.358398
	Iteration 35Q: 3 clusters Score -2206874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2206879.750000 Penalty: 4838.358398
	Iteration 36Q: 3 clusters Score -2206880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2206878.000000 Penalty: 4838.358398
	Iteration 37Q: 3 clusters Score -2206878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2206874.750000 Penalty: 4838.358398
	Iteration 38Q: 3 clusters Score -2206875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2206875.000000 Penalty: 4838.358398
	Iteration 39Q: 3 clusters Score -2206875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2206874.750000 Penalty: 4838.358398
	Iteration 40F: 3 clusters Score -2206875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2206876.750000 Penalty: 4838.358398
	Iteration 41Q: 3 clusters Score -2206877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2206878.500000 Penalty: 4838.358398
	Iteration 42Q: 3 clusters Score -2206878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2206878.500000 Penalty: 4838.358398
	Iteration 43F: 3 clusters Score -2206878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -35408.562500 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -35408.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34158.121094 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -34158.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34308.906250 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -34308.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34350.632812 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -34350.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34375.257812 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -34375.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34386.324219 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -34386.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34390.582031 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -34390.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34397.062500 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -34397.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34397.062500 Penalty: 2854.848145
	Iteration 7F: 3 clusters Score -34397.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Entering Unmasked Estep 
Score: -6913187.000000 Penalty: 2694.059570
	Iteration 0F: 2 clusters Score -6913187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6877970.500000 Penalty: 5388.119141
	Iteration 0F: 3 clusters Score -6877970 nChanged 24189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -6891400.000000 Penalty: 5388.119141
	Iteration 1F: 3 clusters Score -6891400 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -6892034.000000 Penalty: 5388.119141
	Iteration 2Q: 3 clusters Score -6892034 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -6892707.500000 Penalty: 5388.119141
	Iteration 3Q: 3 clusters Score -6892708 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6893428.500000 Penalty: 5388.119141
	Iteration 4Q: 3 clusters Score -6893428 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -6894235.000000 Penalty: 5388.119141
	Iteration 5Q: 3 clusters Score -6894235 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6895203.500000 Penalty: 5388.119141
	Iteration 6Q: 3 clusters Score -6895204 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -6896328.000000 Penalty: 5388.119141
	Iteration 7Q: 3 clusters Score -6896328 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -6897564.000000 Penalty: 5388.119141
	Iteration 8F: 3 clusters Score -6897564 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -6898646.000000 Penalty: 5388.119141
	Iteration 9Q: 3 clusters Score -6898646 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -6899474.500000 Penalty: 5388.119141
	Iteration 10Q: 3 clusters Score -6899474 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -6900130.000000 Penalty: 5388.119141
	Iteration 11Q: 3 clusters Score -6900130 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6900624.000000 Penalty: 5388.119141
	Iteration 12Q: 3 clusters Score -6900624 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -6900966.500000 Penalty: 5388.119141
	Iteration 13Q: 3 clusters Score -6900966 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6901244.000000 Penalty: 5388.119141
	Iteration 14Q: 3 clusters Score -6901244 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -6901582.500000 Penalty: 5388.119141
	Iteration 15Q: 3 clusters Score -6901582 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -6901928.500000 Penalty: 5388.119141
	Iteration 16Q: 3 clusters Score -6901928 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6902425.500000 Penalty: 5388.119141
	Iteration 17Q: 3 clusters Score -6902426 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -6903167.500000 Penalty: 5388.119141
	Iteration 18Q: 3 clusters Score -6903168 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6904219.000000 Penalty: 5388.119141
	Iteration 19Q: 3 clusters Score -6904219 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -6905428.000000 Penalty: 5388.119141
	Iteration 20F: 3 clusters Score -6905428 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6906512.000000 Penalty: 5388.119141
	Iteration 21Q: 3 clusters Score -6906512 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6907184.000000 Penalty: 5388.119141
	Iteration 22Q: 3 clusters Score -6907184 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -6907578.000000 Penalty: 5388.119141
	Iteration 23Q: 3 clusters Score -6907578 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6907758.000000 Penalty: 5388.119141
	Iteration 24Q: 3 clusters Score -6907758 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -6907866.000000 Penalty: 5388.119141
	Iteration 25Q: 3 clusters Score -6907866 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -6907900.000000 Penalty: 5388.119141
	Iteration 26Q: 3 clusters Score -6907900 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -6907925.000000 Penalty: 5388.119141
	Iteration 27Q: 3 clusters Score -6907925 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -6907971.000000 Penalty: 5388.119141
	Iteration 28Q: 3 clusters Score -6907971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -6908005.000000 Penalty: 5388.119141
	Iteration 29Q: 3 clusters Score -6908005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -6908000.500000 Penalty: 5388.119141
	Iteration 30Q: 3 clusters Score -6908000 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -6908012.000000 Penalty: 5388.119141
	Iteration 31Q: 3 clusters Score -6908012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -6908034.500000 Penalty: 5388.119141
	Iteration 32Q: 3 clusters Score -6908034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -6908027.000000 Penalty: 5388.119141
	Iteration 33Q: 3 clusters Score -6908027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6908041.000000 Penalty: 5388.119141
	Iteration 34Q: 3 clusters Score -6908041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -6908059.500000 Penalty: 5388.119141
	Iteration 35Q: 3 clusters Score -6908060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6908067.000000 Penalty: 5388.119141
	Iteration 36Q: 3 clusters Score -6908067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -6908065.000000 Penalty: 5388.119141
	Iteration 37Q: 3 clusters Score -6908065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -6908050.000000 Penalty: 5388.119141
	Iteration 38Q: 3 clusters Score -6908050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -6908056.000000 Penalty: 5388.119141
	Iteration 39Q: 3 clusters Score -6908056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -6908049.500000 Penalty: 5388.119141
	Iteration 40F: 3 clusters Score -6908050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -6908047.500000 Penalty: 5388.119141
	Iteration 41Q: 3 clusters Score -6908048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6908040.500000 Penalty: 5388.119141
	Iteration 42Q: 3 clusters Score -6908040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -6908037.500000 Penalty: 5388.119141
	Iteration 43Q: 3 clusters Score -6908038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -6908033.500000 Penalty: 5388.119141
	Iteration 44Q: 3 clusters Score -6908034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -6908046.500000 Penalty: 5388.119141
	Iteration 45Q: 3 clusters Score -6908046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -6908046.500000 Penalty: 5388.119141
	Iteration 46Q: 3 clusters Score -6908046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -6908057.000000 Penalty: 5388.119141
	Iteration 47Q: 3 clusters Score -6908057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6908048.000000 Penalty: 5388.119141
	Iteration 48Q: 3 clusters Score -6908048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -6908044.000000 Penalty: 5388.119141
	Iteration 49Q: 3 clusters Score -6908044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -6908045.500000 Penalty: 5388.119141
	Iteration 50Q: 3 clusters Score -6908046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -6908046.000000 Penalty: 5388.119141
	Iteration 51Q: 3 clusters Score -6908046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6908040.000000 Penalty: 5388.119141
	Iteration 52Q: 3 clusters Score -6908040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6908040.000000 Penalty: 5388.119141
	Iteration 53Q: 3 clusters Score -6908040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6908035.500000 Penalty: 5388.119141
	Iteration 54Q: 3 clusters Score -6908036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6908034.000000 Penalty: 5388.119141
	Iteration 55Q: 3 clusters Score -6908034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -6908032.000000 Penalty: 5388.119141
	Iteration 56Q: 3 clusters Score -6908032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6908033.500000 Penalty: 5388.119141
	Iteration 57Q: 3 clusters Score -6908034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6908035.500000 Penalty: 5388.119141
	Iteration 58Q: 3 clusters Score -6908036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6908030.500000 Penalty: 5388.119141
	Iteration 59Q: 3 clusters Score -6908030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6908030.500000 Penalty: 5388.119141
	Iteration 60F: 3 clusters Score -6908030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Entering Unmasked Estep 
Score: -1616350.875000 Penalty: 2338.410400
	Iteration 0F: 2 clusters Score -1616351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1607111.875000 Penalty: 4676.820801
	Iteration 0F: 3 clusters Score -1607112 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1609965.625000 Penalty: 4676.820801
	Iteration 1F: 3 clusters Score -1609966 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1610270.750000 Penalty: 4676.820801
	Iteration 2F: 3 clusters Score -1610271 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1610509.750000 Penalty: 4676.820801
	Iteration 3Q: 3 clusters Score -1610510 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1610681.000000 Penalty: 4676.820801
	Iteration 4Q: 3 clusters Score -1610681 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1610802.125000 Penalty: 4676.820801
	Iteration 5Q: 3 clusters Score -1610802 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1610932.875000 Penalty: 4676.820801
	Iteration 6Q: 3 clusters Score -1610933 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1611057.750000 Penalty: 4676.820801
	Iteration 7Q: 3 clusters Score -1611058 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1611180.625000 Penalty: 4676.820801
	Iteration 8Q: 3 clusters Score -1611181 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1611314.500000 Penalty: 4676.820801
	Iteration 9Q: 3 clusters Score -1611314 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1611458.875000 Penalty: 4676.820801
	Iteration 10Q: 3 clusters Score -1611459 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1611621.625000 Penalty: 4676.820801
	Iteration 11Q: 3 clusters Score -1611622 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1611829.750000 Penalty: 4676.820801
	Iteration 12Q: 3 clusters Score -1611830 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1612044.625000 Penalty: 4676.820801
	Iteration 13Q: 3 clusters Score -1612045 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1612320.375000 Penalty: 4676.820801
	Iteration 14Q: 3 clusters Score -1612320 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1612626.375000 Penalty: 4676.820801
	Iteration 15Q: 3 clusters Score -1612626 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1612949.500000 Penalty: 4676.820801
	Iteration 16Q: 3 clusters Score -1612950 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1613269.750000 Penalty: 4676.820801
	Iteration 17Q: 3 clusters Score -1613270 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1613555.250000 Penalty: 4676.820801
	Iteration 18Q: 3 clusters Score -1613555 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1613760.875000 Penalty: 4676.820801
	Iteration 19Q: 3 clusters Score -1613761 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1613929.250000 Penalty: 4676.820801
	Iteration 20F: 3 clusters Score -1613929 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1614040.625000 Penalty: 4676.820801
	Iteration 21Q: 3 clusters Score -1614041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1614108.000000 Penalty: 4676.820801
	Iteration 22Q: 3 clusters Score -1614108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1614152.500000 Penalty: 4676.820801
	Iteration 23Q: 3 clusters Score -1614152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1614177.500000 Penalty: 4676.820801
	Iteration 24Q: 3 clusters Score -1614178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1614194.000000 Penalty: 4676.820801
	Iteration 25Q: 3 clusters Score -1614194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1614202.375000 Penalty: 4676.820801
	Iteration 26Q: 3 clusters Score -1614202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1614217.000000 Penalty: 4676.820801
	Iteration 27Q: 3 clusters Score -1614217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1614227.625000 Penalty: 4676.820801
	Iteration 28Q: 3 clusters Score -1614228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1614233.625000 Penalty: 4676.820801
	Iteration 29Q: 3 clusters Score -1614234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1614235.375000 Penalty: 4676.820801
	Iteration 30Q: 3 clusters Score -1614235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1614237.125000 Penalty: 4676.820801
	Iteration 31Q: 3 clusters Score -1614237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1614237.125000 Penalty: 4676.820801
	Iteration 32F: 3 clusters Score -1614237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -593397.937500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -593397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -589120.687500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -589120.7 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -590044.750000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -590044.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -590252.937500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -590252.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -590388.562500 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -590388.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -590506.875000 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -590506.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -590608.375000 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -590608.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -590695.312500 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -590695.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -590767.062500 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -590767.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -590840.312500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -590840.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -590911.062500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -590911.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -590968.625000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -590968.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -591018.562500 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -591018.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -591057.625000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -591057.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -591086.437500 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -591086.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -591110.937500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -591110.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -591139.500000 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -591139.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -591168.875000 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -591168.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -591206.250000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -591206.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -591247.250000 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -591247.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -591267.875000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -591267.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -591287.937500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -591287.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -591306.125000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -591306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -591323.687500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -591323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -591342.125000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -591342.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -591362.812500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -591362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -591383.250000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -591383.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -591403.312500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -591403.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -591418.375000 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -591418.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -591430.125000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -591430.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -591443.312500 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -591443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -591454.750000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -591454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -591463.125000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -591463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -591469.812500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -591469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -591475.875000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -591475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -591482.000000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -591482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -591485.562500 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -591485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -591489.750000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -591489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -591488.937500 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -591488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -591491.937500 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -591491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -591493.812500 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -591493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -591496.312500 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -591496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -591497.500000 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -591497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -591498.500000 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -591498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -591498.750000 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -591498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -591500.062500 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -591500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -591500.062500 Penalty: 4182.199219
	Iteration 45F: 3 clusters Score -591500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -297907.875000 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -297907.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295019.125000 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -295019.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -295559.906250 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -295559.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -295725.875000 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -295725.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -295838.875000 Penalty: 3857.161377
	Iteration 3F: 3 clusters Score -295838.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295918.656250 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -295918.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -296024.875000 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -296024.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -296113.375000 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -296113.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -296175.687500 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -296175.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -296217.968750 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -296218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -296241.687500 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -296241.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -296258.875000 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -296258.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -296275.531250 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -296275.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296288.812500 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296300.593750 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -296307.156250 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296312.031250 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296315.125000 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296317.812500 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -296320.750000 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296322.187500 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -296325.343750 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296325.781250 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -296325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296325.781250 Penalty: 3857.161377
	Iteration 22F: 3 clusters Score -296325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Entering Unmasked Estep 
Score: -942644.000000 Penalty: 2207.707764
	Iteration 0F: 2 clusters Score -942644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -936674.000000 Penalty: 4415.415527
	Iteration 0F: 3 clusters Score -936674 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -938353.062500 Penalty: 4415.415527
	Iteration 1F: 3 clusters Score -938353.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -938739.750000 Penalty: 4415.415527
	Iteration 2F: 3 clusters Score -938739.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -939030.750000 Penalty: 4415.415527
	Iteration 3F: 3 clusters Score -939030.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -939319.125000 Penalty: 4415.415527
	Iteration 4F: 3 clusters Score -939319.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -939607.750000 Penalty: 4415.415527
	Iteration 5F: 3 clusters Score -939607.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -939858.562500 Penalty: 4415.415527
	Iteration 6F: 3 clusters Score -939858.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -940090.812500 Penalty: 4415.415527
	Iteration 7Q: 3 clusters Score -940090.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -940301.062500 Penalty: 4415.415527
	Iteration 8Q: 3 clusters Score -940301.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -940492.687500 Penalty: 4415.415527
	Iteration 9Q: 3 clusters Score -940492.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -940670.750000 Penalty: 4415.415527
	Iteration 10Q: 3 clusters Score -940670.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -940824.750000 Penalty: 4415.415527
	Iteration 11Q: 3 clusters Score -940824.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -940953.312500 Penalty: 4415.415527
	Iteration 12Q: 3 clusters Score -940953.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -941091.375000 Penalty: 4415.415527
	Iteration 13Q: 3 clusters Score -941091.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -941271.375000 Penalty: 4415.415527
	Iteration 14Q: 3 clusters Score -941271.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -941466.562500 Penalty: 4415.415527
	Iteration 15Q: 3 clusters Score -941466.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -941659.437500 Penalty: 4415.415527
	Iteration 16Q: 3 clusters Score -941659.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -941842.937500 Penalty: 4415.415527
	Iteration 17Q: 3 clusters Score -941842.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -941988.750000 Penalty: 4415.415527
	Iteration 18Q: 3 clusters Score -941988.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -942072.250000 Penalty: 4415.415527
	Iteration 19Q: 3 clusters Score -942072.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -942119.500000 Penalty: 4415.415527
	Iteration 20F: 3 clusters Score -942119.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -942152.562500 Penalty: 4415.415527
	Iteration 21Q: 3 clusters Score -942152.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -942166.187500 Penalty: 4415.415527
	Iteration 22Q: 3 clusters Score -942166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -942167.937500 Penalty: 4415.415527
	Iteration 23Q: 3 clusters Score -942167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -942168.562500 Penalty: 4415.415527
	Iteration 24Q: 3 clusters Score -942168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -942169.375000 Penalty: 4415.415527
	Iteration 25Q: 3 clusters Score -942169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -942171.000000 Penalty: 4415.415527
	Iteration 26Q: 3 clusters Score -942171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -942172.875000 Penalty: 4415.415527
	Iteration 27Q: 3 clusters Score -942172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -942173.687500 Penalty: 4415.415527
	Iteration 28Q: 3 clusters Score -942173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -942173.687500 Penalty: 4415.415527
	Iteration 29F: 3 clusters Score -942173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Entering Unmasked Estep 
Score: -21534632.000000 Penalty: 2978.521484
	Iteration 0F: 2 clusters Score -2.153463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -21424634.000000 Penalty: 5957.042969
	Iteration 0F: 3 clusters Score -2.142463e+07 nChanged 78845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -21470948.000000 Penalty: 5957.042969
	Iteration 1F: 3 clusters Score -2.147095e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -21472444.000000 Penalty: 5957.042969
	Iteration 2Q: 3 clusters Score -2.147244e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -21474930.000000 Penalty: 5957.042969
	Iteration 3Q: 3 clusters Score -2.147493e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -21479812.000000 Penalty: 5957.042969
	Iteration 4F: 3 clusters Score -2.147981e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -21488504.000000 Penalty: 5957.042969
	Iteration 5F: 3 clusters Score -2.14885e+07 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -21501614.000000 Penalty: 5957.042969
	Iteration 6F: 3 clusters Score -2.150161e+07 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -21515824.000000 Penalty: 5957.042969
	Iteration 7F: 3 clusters Score -2.151582e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -21525854.000000 Penalty: 5957.042969
	Iteration 8F: 3 clusters Score -2.152585e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 162151 members 
Entering Unmasked Estep 
Score: -21529998.000000 Penalty: 5957.042969
	Iteration 9Q: 3 clusters Score -2.153e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 163615 members 
Entering Unmasked Estep 
Score: -21531270.000000 Penalty: 5957.042969
	Iteration 10Q: 3 clusters Score -2.153127e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 164008 members 
Entering Unmasked Estep 
Score: -21531650.000000 Penalty: 5957.042969
	Iteration 11Q: 3 clusters Score -2.153165e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 164106 members 
Entering Unmasked Estep 
Score: -21531808.000000 Penalty: 5957.042969
	Iteration 12Q: 3 clusters Score -2.153181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 164134 members 
Entering Unmasked Estep 
Score: -21531854.000000 Penalty: 5957.042969
	Iteration 13Q: 3 clusters Score -2.153185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -21531890.000000 Penalty: 5957.042969
	Iteration 14Q: 3 clusters Score -2.153189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -21531904.000000 Penalty: 5957.042969
	Iteration 15Q: 3 clusters Score -2.15319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 164169 members 
Entering Unmasked Estep 
Score: -21531908.000000 Penalty: 5957.042969
	Iteration 16Q: 3 clusters Score -2.153191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -21531914.000000 Penalty: 5957.042969
	Iteration 17Q: 3 clusters Score -2.153191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -21531942.000000 Penalty: 5957.042969
	Iteration 18Q: 3 clusters Score -2.153194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -21531930.000000 Penalty: 5957.042969
	Iteration 19Q: 3 clusters Score -2.153193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164182 members 
Entering Unmasked Estep 
Score: -21531936.000000 Penalty: 5957.042969
	Iteration 20F: 3 clusters Score -2.153194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -21531948.000000 Penalty: 5957.042969
	Iteration 21Q: 3 clusters Score -2.153195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -21531948.000000 Penalty: 5957.042969
	Iteration 22Q: 3 clusters Score -2.153195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -21531948.000000 Penalty: 5957.042969
	Iteration 23F: 3 clusters Score -2.153195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1783043.750000 Penalty: 2378.830566
	Iteration 0F: 2 clusters Score -1783044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1772419.750000 Penalty: 4757.661133
	Iteration 0F: 3 clusters Score -1772420 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1775946.250000 Penalty: 4757.661133
	Iteration 1F: 3 clusters Score -1775946 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1776368.750000 Penalty: 4757.661133
	Iteration 2F: 3 clusters Score -1776369 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1776710.750000 Penalty: 4757.661133
	Iteration 3F: 3 clusters Score -1776711 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1777047.000000 Penalty: 4757.661133
	Iteration 4Q: 3 clusters Score -1777047 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1777405.500000 Penalty: 4757.661133
	Iteration 5Q: 3 clusters Score -1777406 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1777895.125000 Penalty: 4757.661133
	Iteration 6F: 3 clusters Score -1777895 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1778564.500000 Penalty: 4757.661133
	Iteration 7F: 3 clusters Score -1778564 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1779293.875000 Penalty: 4757.661133
	Iteration 8F: 3 clusters Score -1779294 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1779998.000000 Penalty: 4757.661133
	Iteration 9F: 3 clusters Score -1779998 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1780599.750000 Penalty: 4757.661133
	Iteration 10F: 3 clusters Score -1780600 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1780992.625000 Penalty: 4757.661133
	Iteration 11Q: 3 clusters Score -1780993 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1781252.875000 Penalty: 4757.661133
	Iteration 12Q: 3 clusters Score -1781253 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1781421.250000 Penalty: 4757.661133
	Iteration 13Q: 3 clusters Score -1781421 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1781528.500000 Penalty: 4757.661133
	Iteration 14Q: 3 clusters Score -1781528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1781585.625000 Penalty: 4757.661133
	Iteration 15Q: 3 clusters Score -1781586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1781630.875000 Penalty: 4757.661133
	Iteration 16Q: 3 clusters Score -1781631 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1781662.000000 Penalty: 4757.661133
	Iteration 17Q: 3 clusters Score -1781662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1781681.625000 Penalty: 4757.661133
	Iteration 18Q: 3 clusters Score -1781682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1781703.500000 Penalty: 4757.661133
	Iteration 19Q: 3 clusters Score -1781704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1781719.750000 Penalty: 4757.661133
	Iteration 20F: 3 clusters Score -1781720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1781732.000000 Penalty: 4757.661133
	Iteration 21Q: 3 clusters Score -1781732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1781733.375000 Penalty: 4757.661133
	Iteration 22Q: 3 clusters Score -1781733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1781744.250000 Penalty: 4757.661133
	Iteration 23Q: 3 clusters Score -1781744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1781752.875000 Penalty: 4757.661133
	Iteration 24Q: 3 clusters Score -1781753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1781757.750000 Penalty: 4757.661133
	Iteration 25Q: 3 clusters Score -1781758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1781760.375000 Penalty: 4757.661133
	Iteration 26Q: 3 clusters Score -1781760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1781765.000000 Penalty: 4757.661133
	Iteration 27Q: 3 clusters Score -1781765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1781768.375000 Penalty: 4757.661133
	Iteration 28Q: 3 clusters Score -1781768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1781767.750000 Penalty: 4757.661133
	Iteration 29Q: 3 clusters Score -1781768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1781767.375000 Penalty: 4757.661133
	Iteration 30Q: 3 clusters Score -1781767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1781770.000000 Penalty: 4757.661133
	Iteration 31Q: 3 clusters Score -1781770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1781770.000000 Penalty: 4757.661133
	Iteration 32F: 3 clusters Score -1781770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Entering Unmasked Estep 
Score: -10854279.000000 Penalty: 2810.238770
	Iteration 0F: 2 clusters Score -1.085428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -10798395.000000 Penalty: 5620.477539
	Iteration 0F: 3 clusters Score -1.07984e+07 nChanged 39202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -10820917.000000 Penalty: 5620.477539
	Iteration 1F: 3 clusters Score -1.082092e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -10821937.000000 Penalty: 5620.477539
	Iteration 2Q: 3 clusters Score -1.082194e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -10823173.000000 Penalty: 5620.477539
	Iteration 3Q: 3 clusters Score -1.082317e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -10824743.000000 Penalty: 5620.477539
	Iteration 4Q: 3 clusters Score -1.082474e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -10827011.000000 Penalty: 5620.477539
	Iteration 5F: 3 clusters Score -1.082701e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -10830202.000000 Penalty: 5620.477539
	Iteration 6F: 3 clusters Score -1.08302e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -10833823.000000 Penalty: 5620.477539
	Iteration 7F: 3 clusters Score -1.083382e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -10837527.000000 Penalty: 5620.477539
	Iteration 8F: 3 clusters Score -1.083753e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -10840816.000000 Penalty: 5620.477539
	Iteration 9F: 3 clusters Score -1.084082e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -10843667.000000 Penalty: 5620.477539
	Iteration 10Q: 3 clusters Score -1.084367e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -10846007.000000 Penalty: 5620.477539
	Iteration 11Q: 3 clusters Score -1.084601e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -10848076.000000 Penalty: 5620.477539
	Iteration 12Q: 3 clusters Score -1.084808e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -10849646.000000 Penalty: 5620.477539
	Iteration 13Q: 3 clusters Score -1.084965e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -10850578.000000 Penalty: 5620.477539
	Iteration 14Q: 3 clusters Score -1.085058e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -10851176.000000 Penalty: 5620.477539
	Iteration 15Q: 3 clusters Score -1.085118e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -10851489.000000 Penalty: 5620.477539
	Iteration 16Q: 3 clusters Score -1.085149e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -10851679.000000 Penalty: 5620.477539
	Iteration 17Q: 3 clusters Score -1.085168e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -10851767.000000 Penalty: 5620.477539
	Iteration 18Q: 3 clusters Score -1.085177e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10851842.000000 Penalty: 5620.477539
	Iteration 19Q: 3 clusters Score -1.085184e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -10851877.000000 Penalty: 5620.477539
	Iteration 20F: 3 clusters Score -1.085188e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -10851913.000000 Penalty: 5620.477539
	Iteration 21Q: 3 clusters Score -1.085191e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -10851935.000000 Penalty: 5620.477539
	Iteration 22Q: 3 clusters Score -1.085194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -10851966.000000 Penalty: 5620.477539
	Iteration 23Q: 3 clusters Score -1.085197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10851967.000000 Penalty: 5620.477539
	Iteration 24Q: 3 clusters Score -1.085197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -10851985.000000 Penalty: 5620.477539
	Iteration 25Q: 3 clusters Score -1.085198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -10851991.000000 Penalty: 5620.477539
	Iteration 26Q: 3 clusters Score -1.085199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -10851999.000000 Penalty: 5620.477539
	Iteration 27Q: 3 clusters Score -1.0852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -10852001.000000 Penalty: 5620.477539
	Iteration 28Q: 3 clusters Score -1.0852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -10852004.000000 Penalty: 5620.477539
	Iteration 29Q: 3 clusters Score -1.0852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -10852007.000000 Penalty: 5620.477539
	Iteration 30Q: 3 clusters Score -1.085201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -10852011.000000 Penalty: 5620.477539
	Iteration 31Q: 3 clusters Score -1.085201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -10852014.000000 Penalty: 5620.477539
	Iteration 32Q: 3 clusters Score -1.085201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -10852014.000000 Penalty: 5620.477539
	Iteration 33F: 3 clusters Score -1.085201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Entering Unmasked Estep 
Score: -2373394.500000 Penalty: 2451.762207
	Iteration 0F: 2 clusters Score -2373394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2359546.250000 Penalty: 4903.524414
	Iteration 0F: 3 clusters Score -2359546 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2364528.500000 Penalty: 4903.524414
	Iteration 1F: 3 clusters Score -2364528 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2365324.250000 Penalty: 4903.524414
	Iteration 2F: 3 clusters Score -2365324 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2366149.500000 Penalty: 4903.524414
	Iteration 3F: 3 clusters Score -2366150 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2367015.250000 Penalty: 4903.524414
	Iteration 4F: 3 clusters Score -2367015 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2367933.000000 Penalty: 4903.524414
	Iteration 5F: 3 clusters Score -2367933 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2368809.750000 Penalty: 4903.524414
	Iteration 6F: 3 clusters Score -2368810 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2369656.000000 Penalty: 4903.524414
	Iteration 7F: 3 clusters Score -2369656 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2370398.000000 Penalty: 4903.524414
	Iteration 8Q: 3 clusters Score -2370398 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2371030.750000 Penalty: 4903.524414
	Iteration 9Q: 3 clusters Score -2371031 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2371444.750000 Penalty: 4903.524414
	Iteration 10Q: 3 clusters Score -2371445 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2371726.250000 Penalty: 4903.524414
	Iteration 11Q: 3 clusters Score -2371726 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2371895.500000 Penalty: 4903.524414
	Iteration 12Q: 3 clusters Score -2371896 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2372009.750000 Penalty: 4903.524414
	Iteration 13Q: 3 clusters Score -2372010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2372061.750000 Penalty: 4903.524414
	Iteration 14Q: 3 clusters Score -2372062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2372107.500000 Penalty: 4903.524414
	Iteration 15Q: 3 clusters Score -2372108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2372126.500000 Penalty: 4903.524414
	Iteration 16Q: 3 clusters Score -2372126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2372154.250000 Penalty: 4903.524414
	Iteration 17Q: 3 clusters Score -2372154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2372173.500000 Penalty: 4903.524414
	Iteration 18Q: 3 clusters Score -2372174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2372183.000000 Penalty: 4903.524414
	Iteration 19Q: 3 clusters Score -2372183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2372193.750000 Penalty: 4903.524414
	Iteration 20F: 3 clusters Score -2372194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2372206.250000 Penalty: 4903.524414
	Iteration 21Q: 3 clusters Score -2372206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2372207.500000 Penalty: 4903.524414
	Iteration 22Q: 3 clusters Score -2372208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2372211.000000 Penalty: 4903.524414
	Iteration 23Q: 3 clusters Score -2372211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2372219.250000 Penalty: 4903.524414
	Iteration 24Q: 3 clusters Score -2372219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2372224.250000 Penalty: 4903.524414
	Iteration 25Q: 3 clusters Score -2372224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2372229.250000 Penalty: 4903.524414
	Iteration 26Q: 3 clusters Score -2372229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2372227.500000 Penalty: 4903.524414
	Iteration 27Q: 3 clusters Score -2372228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2372240.250000 Penalty: 4903.524414
	Iteration 28Q: 3 clusters Score -2372240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2372251.000000 Penalty: 4903.524414
	Iteration 29Q: 3 clusters Score -2372251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2372258.250000 Penalty: 4903.524414
	Iteration 30Q: 3 clusters Score -2372258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2372266.000000 Penalty: 4903.524414
	Iteration 31Q: 3 clusters Score -2372266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2372273.000000 Penalty: 4903.524414
	Iteration 32Q: 3 clusters Score -2372273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2372274.750000 Penalty: 4903.524414
	Iteration 33Q: 3 clusters Score -2372275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2372285.000000 Penalty: 4903.524414
	Iteration 34Q: 3 clusters Score -2372285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2372297.750000 Penalty: 4903.524414
	Iteration 35Q: 3 clusters Score -2372298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2372300.750000 Penalty: 4903.524414
	Iteration 36Q: 3 clusters Score -2372301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2372301.250000 Penalty: 4903.524414
	Iteration 37Q: 3 clusters Score -2372301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2372299.750000 Penalty: 4903.524414
	Iteration 38Q: 3 clusters Score -2372300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2372311.500000 Penalty: 4903.524414
	Iteration 39Q: 3 clusters Score -2372312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2372307.000000 Penalty: 4903.524414
	Iteration 40F: 3 clusters Score -2372307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2372309.250000 Penalty: 4903.524414
	Iteration 41Q: 3 clusters Score -2372309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2372314.500000 Penalty: 4903.524414
	Iteration 42Q: 3 clusters Score -2372314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2372321.250000 Penalty: 4903.524414
	Iteration 43Q: 3 clusters Score -2372321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2372324.250000 Penalty: 4903.524414
	Iteration 44Q: 3 clusters Score -2372324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2372329.750000 Penalty: 4903.524414
	Iteration 45Q: 3 clusters Score -2372330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2372330.500000 Penalty: 4903.524414
	Iteration 46Q: 3 clusters Score -2372330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2372337.750000 Penalty: 4903.524414
	Iteration 47Q: 3 clusters Score -2372338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2372348.000000 Penalty: 4903.524414
	Iteration 48Q: 3 clusters Score -2372348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2372345.000000 Penalty: 4903.524414
	Iteration 49Q: 3 clusters Score -2372345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2372348.000000 Penalty: 4903.524414
	Iteration 50Q: 3 clusters Score -2372348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2372354.250000 Penalty: 4903.524414
	Iteration 51Q: 3 clusters Score -2372354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2372364.000000 Penalty: 4903.524414
	Iteration 52Q: 3 clusters Score -2372364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2372367.750000 Penalty: 4903.524414
	Iteration 53Q: 3 clusters Score -2372368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2372360.750000 Penalty: 4903.524414
	Iteration 54Q: 3 clusters Score -2372361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2372366.250000 Penalty: 4903.524414
	Iteration 55Q: 3 clusters Score -2372366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2372362.500000 Penalty: 4903.524414
	Iteration 56Q: 3 clusters Score -2372362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2372360.500000 Penalty: 4903.524414
	Iteration 57Q: 3 clusters Score -2372360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2372364.500000 Penalty: 4903.524414
	Iteration 58Q: 3 clusters Score -2372364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2372369.750000 Penalty: 4903.524414
	Iteration 59Q: 3 clusters Score -2372370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2372373.500000 Penalty: 4903.524414
	Iteration 60F: 3 clusters Score -2372374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2372375.750000 Penalty: 4903.524414
	Iteration 61Q: 3 clusters Score -2372376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2372376.500000 Penalty: 4903.524414
	Iteration 62Q: 3 clusters Score -2372376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2372375.500000 Penalty: 4903.524414
	Iteration 63Q: 3 clusters Score -2372376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2372380.250000 Penalty: 4903.524414
	Iteration 64Q: 3 clusters Score -2372380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2372381.500000 Penalty: 4903.524414
	Iteration 65Q: 3 clusters Score -2372382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2372378.750000 Penalty: 4903.524414
	Iteration 66Q: 3 clusters Score -2372379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2372380.000000 Penalty: 4903.524414
	Iteration 67Q: 3 clusters Score -2372380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2372379.000000 Penalty: 4903.524414
	Iteration 68Q: 3 clusters Score -2372379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2372377.500000 Penalty: 4903.524414
	Iteration 69Q: 3 clusters Score -2372378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2372381.750000 Penalty: 4903.524414
	Iteration 70Q: 3 clusters Score -2372382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2372380.750000 Penalty: 4903.524414
	Iteration 71Q: 3 clusters Score -2372381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2372380.750000 Penalty: 4903.524414
	Iteration 72F: 3 clusters Score -2372381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Entering Unmasked Estep 
Score: -1230958.375000 Penalty: 2268.052979
	Iteration 0F: 2 clusters Score -1230958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1223648.375000 Penalty: 4536.105957
	Iteration 0F: 3 clusters Score -1223648 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1225707.750000 Penalty: 4536.105957
	Iteration 1F: 3 clusters Score -1225708 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1226005.500000 Penalty: 4536.105957
	Iteration 2F: 3 clusters Score -1226006 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1226270.375000 Penalty: 4536.105957
	Iteration 3F: 3 clusters Score -1226270 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1226619.000000 Penalty: 4536.105957
	Iteration 4Q: 3 clusters Score -1226619 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1227030.750000 Penalty: 4536.105957
	Iteration 5Q: 3 clusters Score -1227031 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1227392.125000 Penalty: 4536.105957
	Iteration 6F: 3 clusters Score -1227392 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1227689.875000 Penalty: 4536.105957
	Iteration 7F: 3 clusters Score -1227690 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1227933.250000 Penalty: 4536.105957
	Iteration 8Q: 3 clusters Score -1227933 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1228134.125000 Penalty: 4536.105957
	Iteration 9Q: 3 clusters Score -1228134 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1228341.875000 Penalty: 4536.105957
	Iteration 10Q: 3 clusters Score -1228342 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1228558.000000 Penalty: 4536.105957
	Iteration 11Q: 3 clusters Score -1228558 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1228762.750000 Penalty: 4536.105957
	Iteration 12Q: 3 clusters Score -1228763 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1228956.500000 Penalty: 4536.105957
	Iteration 13Q: 3 clusters Score -1228956 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1229130.625000 Penalty: 4536.105957
	Iteration 14Q: 3 clusters Score -1229131 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1229277.750000 Penalty: 4536.105957
	Iteration 15Q: 3 clusters Score -1229278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1229400.750000 Penalty: 4536.105957
	Iteration 16Q: 3 clusters Score -1229401 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1229474.000000 Penalty: 4536.105957
	Iteration 17Q: 3 clusters Score -1229474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1229519.625000 Penalty: 4536.105957
	Iteration 18Q: 3 clusters Score -1229520 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1229567.750000 Penalty: 4536.105957
	Iteration 19Q: 3 clusters Score -1229568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1229622.000000 Penalty: 4536.105957
	Iteration 20F: 3 clusters Score -1229622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1229684.750000 Penalty: 4536.105957
	Iteration 21Q: 3 clusters Score -1229685 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1229751.250000 Penalty: 4536.105957
	Iteration 22Q: 3 clusters Score -1229751 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1229818.125000 Penalty: 4536.105957
	Iteration 23Q: 3 clusters Score -1229818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1229877.250000 Penalty: 4536.105957
	Iteration 24Q: 3 clusters Score -1229877 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1229933.875000 Penalty: 4536.105957
	Iteration 25Q: 3 clusters Score -1229934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1229982.125000 Penalty: 4536.105957
	Iteration 26Q: 3 clusters Score -1229982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1230031.625000 Penalty: 4536.105957
	Iteration 27Q: 3 clusters Score -1230032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1230071.250000 Penalty: 4536.105957
	Iteration 28Q: 3 clusters Score -1230071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1230093.375000 Penalty: 4536.105957
	Iteration 29Q: 3 clusters Score -1230093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1230119.375000 Penalty: 4536.105957
	Iteration 30Q: 3 clusters Score -1230119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1230138.500000 Penalty: 4536.105957
	Iteration 31Q: 3 clusters Score -1230138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1230153.875000 Penalty: 4536.105957
	Iteration 32Q: 3 clusters Score -1230154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1230169.625000 Penalty: 4536.105957
	Iteration 33Q: 3 clusters Score -1230170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1230189.500000 Penalty: 4536.105957
	Iteration 34Q: 3 clusters Score -1230190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1230210.750000 Penalty: 4536.105957
	Iteration 35Q: 3 clusters Score -1230211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1230237.125000 Penalty: 4536.105957
	Iteration 36Q: 3 clusters Score -1230237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1230253.375000 Penalty: 4536.105957
	Iteration 37Q: 3 clusters Score -1230253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1230266.125000 Penalty: 4536.105957
	Iteration 38Q: 3 clusters Score -1230266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1230275.125000 Penalty: 4536.105957
	Iteration 39Q: 3 clusters Score -1230275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1230281.625000 Penalty: 4536.105957
	Iteration 40F: 3 clusters Score -1230282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1230284.875000 Penalty: 4536.105957
	Iteration 41Q: 3 clusters Score -1230285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1230288.500000 Penalty: 4536.105957
	Iteration 42Q: 3 clusters Score -1230288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1230293.000000 Penalty: 4536.105957
	Iteration 43Q: 3 clusters Score -1230293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1230292.500000 Penalty: 4536.105957
	Iteration 44Q: 3 clusters Score -1230292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1230296.750000 Penalty: 4536.105957
	Iteration 45Q: 3 clusters Score -1230297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1230297.375000 Penalty: 4536.105957
	Iteration 46Q: 3 clusters Score -1230297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1230300.250000 Penalty: 4536.105957
	Iteration 47Q: 3 clusters Score -1230300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1230302.125000 Penalty: 4536.105957
	Iteration 48Q: 3 clusters Score -1230302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1230304.250000 Penalty: 4536.105957
	Iteration 49Q: 3 clusters Score -1230304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1230304.000000 Penalty: 4536.105957
	Iteration 50Q: 3 clusters Score -1230304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1230304.875000 Penalty: 4536.105957
	Iteration 51Q: 3 clusters Score -1230305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1230306.625000 Penalty: 4536.105957
	Iteration 52Q: 3 clusters Score -1230307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1230306.625000 Penalty: 4536.105957
	Iteration 53Q: 3 clusters Score -1230307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1230307.125000 Penalty: 4536.105957
	Iteration 54Q: 3 clusters Score -1230307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1230306.375000 Penalty: 4536.105957
	Iteration 55Q: 3 clusters Score -1230306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1230307.875000 Penalty: 4536.105957
	Iteration 56Q: 3 clusters Score -1230308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1230309.875000 Penalty: 4536.105957
	Iteration 57Q: 3 clusters Score -1230310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1230309.125000 Penalty: 4536.105957
	Iteration 58Q: 3 clusters Score -1230309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1230311.000000 Penalty: 4536.105957
	Iteration 59Q: 3 clusters Score -1230311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1230310.125000 Penalty: 4536.105957
	Iteration 60F: 3 clusters Score -1230310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1230311.375000 Penalty: 4536.105957
	Iteration 61Q: 3 clusters Score -1230311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1230312.500000 Penalty: 4536.105957
	Iteration 62Q: 3 clusters Score -1230312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1230312.500000 Penalty: 4536.105957
	Iteration 63F: 3 clusters Score -1230312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Entering Unmasked Estep 
Score: -2200803.750000 Penalty: 2432.062012
	Iteration 0F: 2 clusters Score -2200804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2187920.500000 Penalty: 4864.124023
	Iteration 0F: 3 clusters Score -2187920 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2192399.750000 Penalty: 4864.124023
	Iteration 1F: 3 clusters Score -2192400 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2193114.000000 Penalty: 4864.124023
	Iteration 2F: 3 clusters Score -2193114 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2193902.750000 Penalty: 4864.124023
	Iteration 3F: 3 clusters Score -2193903 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2194661.750000 Penalty: 4864.124023
	Iteration 4F: 3 clusters Score -2194662 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2195349.000000 Penalty: 4864.124023
	Iteration 5F: 3 clusters Score -2195349 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2195976.500000 Penalty: 4864.124023
	Iteration 6F: 3 clusters Score -2195976 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2196540.750000 Penalty: 4864.124023
	Iteration 7Q: 3 clusters Score -2196541 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2197023.000000 Penalty: 4864.124023
	Iteration 8Q: 3 clusters Score -2197023 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2197397.750000 Penalty: 4864.124023
	Iteration 9Q: 3 clusters Score -2197398 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2197701.000000 Penalty: 4864.124023
	Iteration 10Q: 3 clusters Score -2197701 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2197948.750000 Penalty: 4864.124023
	Iteration 11Q: 3 clusters Score -2197949 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2198181.000000 Penalty: 4864.124023
	Iteration 12Q: 3 clusters Score -2198181 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2198344.250000 Penalty: 4864.124023
	Iteration 13Q: 3 clusters Score -2198344 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2198491.750000 Penalty: 4864.124023
	Iteration 14Q: 3 clusters Score -2198492 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2198609.000000 Penalty: 4864.124023
	Iteration 15Q: 3 clusters Score -2198609 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2198681.250000 Penalty: 4864.124023
	Iteration 16Q: 3 clusters Score -2198681 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2198750.750000 Penalty: 4864.124023
	Iteration 17Q: 3 clusters Score -2198751 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2198804.250000 Penalty: 4864.124023
	Iteration 18Q: 3 clusters Score -2198804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2198860.000000 Penalty: 4864.124023
	Iteration 19Q: 3 clusters Score -2198860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2198920.750000 Penalty: 4864.124023
	Iteration 20F: 3 clusters Score -2198921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2198965.250000 Penalty: 4864.124023
	Iteration 21Q: 3 clusters Score -2198965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2199005.500000 Penalty: 4864.124023
	Iteration 22Q: 3 clusters Score -2199006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2199049.250000 Penalty: 4864.124023
	Iteration 23Q: 3 clusters Score -2199049 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2199087.250000 Penalty: 4864.124023
	Iteration 24Q: 3 clusters Score -2199087 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2199111.500000 Penalty: 4864.124023
	Iteration 25Q: 3 clusters Score -2199112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2199136.250000 Penalty: 4864.124023
	Iteration 26Q: 3 clusters Score -2199136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2199159.500000 Penalty: 4864.124023
	Iteration 27Q: 3 clusters Score -2199160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2199186.250000 Penalty: 4864.124023
	Iteration 28Q: 3 clusters Score -2199186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2199201.750000 Penalty: 4864.124023
	Iteration 29Q: 3 clusters Score -2199202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2199218.250000 Penalty: 4864.124023
	Iteration 30Q: 3 clusters Score -2199218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2199245.500000 Penalty: 4864.124023
	Iteration 31Q: 3 clusters Score -2199246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2199272.500000 Penalty: 4864.124023
	Iteration 32Q: 3 clusters Score -2199272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2199296.000000 Penalty: 4864.124023
	Iteration 33Q: 3 clusters Score -2199296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2199321.250000 Penalty: 4864.124023
	Iteration 34Q: 3 clusters Score -2199321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2199356.250000 Penalty: 4864.124023
	Iteration 35Q: 3 clusters Score -2199356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2199389.500000 Penalty: 4864.124023
	Iteration 36Q: 3 clusters Score -2199390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2199423.000000 Penalty: 4864.124023
	Iteration 37Q: 3 clusters Score -2199423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2199450.500000 Penalty: 4864.124023
	Iteration 38Q: 3 clusters Score -2199450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2199486.000000 Penalty: 4864.124023
	Iteration 39Q: 3 clusters Score -2199486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2199528.500000 Penalty: 4864.124023
	Iteration 40F: 3 clusters Score -2199528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2199547.500000 Penalty: 4864.124023
	Iteration 41Q: 3 clusters Score -2199548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2199551.250000 Penalty: 4864.124023
	Iteration 42Q: 3 clusters Score -2199551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2199555.500000 Penalty: 4864.124023
	Iteration 43Q: 3 clusters Score -2199556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2199562.000000 Penalty: 4864.124023
	Iteration 44Q: 3 clusters Score -2199562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2199570.500000 Penalty: 4864.124023
	Iteration 45Q: 3 clusters Score -2199570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2199574.250000 Penalty: 4864.124023
	Iteration 46Q: 3 clusters Score -2199574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2199583.500000 Penalty: 4864.124023
	Iteration 47Q: 3 clusters Score -2199584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2199586.500000 Penalty: 4864.124023
	Iteration 48Q: 3 clusters Score -2199586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2199587.500000 Penalty: 4864.124023
	Iteration 49Q: 3 clusters Score -2199588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2199587.500000 Penalty: 4864.124023
	Iteration 50Q: 3 clusters Score -2199588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2199593.500000 Penalty: 4864.124023
	Iteration 51Q: 3 clusters Score -2199594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2199598.750000 Penalty: 4864.124023
	Iteration 52Q: 3 clusters Score -2199599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2199597.250000 Penalty: 4864.124023
	Iteration 53Q: 3 clusters Score -2199597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2199604.500000 Penalty: 4864.124023
	Iteration 54Q: 3 clusters Score -2199604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2199605.250000 Penalty: 4864.124023
	Iteration 55Q: 3 clusters Score -2199605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2199606.750000 Penalty: 4864.124023
	Iteration 56Q: 3 clusters Score -2199607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2199609.250000 Penalty: 4864.124023
	Iteration 57Q: 3 clusters Score -2199609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2199617.000000 Penalty: 4864.124023
	Iteration 58Q: 3 clusters Score -2199617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2199622.250000 Penalty: 4864.124023
	Iteration 59Q: 3 clusters Score -2199622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2199622.250000 Penalty: 4864.124023
	Iteration 60F: 3 clusters Score -2199622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2199625.000000 Penalty: 4864.124023
	Iteration 61Q: 3 clusters Score -2199625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2199625.250000 Penalty: 4864.124023
	Iteration 62Q: 3 clusters Score -2199625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2199631.500000 Penalty: 4864.124023
	Iteration 63Q: 3 clusters Score -2199632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2199634.000000 Penalty: 4864.124023
	Iteration 64Q: 3 clusters Score -2199634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2199634.750000 Penalty: 4864.124023
	Iteration 65Q: 3 clusters Score -2199635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2199636.500000 Penalty: 4864.124023
	Iteration 66Q: 3 clusters Score -2199636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2199637.000000 Penalty: 4864.124023
	Iteration 67Q: 3 clusters Score -2199637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2199642.250000 Penalty: 4864.124023
	Iteration 68Q: 3 clusters Score -2199642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2199643.250000 Penalty: 4864.124023
	Iteration 69Q: 3 clusters Score -2199643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2199642.500000 Penalty: 4864.124023
	Iteration 70Q: 3 clusters Score -2199642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2199641.500000 Penalty: 4864.124023
	Iteration 71Q: 3 clusters Score -2199642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2199656.750000 Penalty: 4864.124023
	Iteration 72Q: 3 clusters Score -2199657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2199659.750000 Penalty: 4864.124023
	Iteration 73Q: 3 clusters Score -2199660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2199676.250000 Penalty: 4864.124023
	Iteration 74Q: 3 clusters Score -2199676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2199684.250000 Penalty: 4864.124023
	Iteration 75Q: 3 clusters Score -2199684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2199704.250000 Penalty: 4864.124023
	Iteration 76Q: 3 clusters Score -2199704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2199718.500000 Penalty: 4864.124023
	Iteration 77Q: 3 clusters Score -2199718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2199718.000000 Penalty: 4864.124023
	Iteration 78Q: 3 clusters Score -2199718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2199727.500000 Penalty: 4864.124023
	Iteration 79Q: 3 clusters Score -2199728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2199735.500000 Penalty: 4864.124023
	Iteration 80F: 3 clusters Score -2199736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2199733.000000 Penalty: 4864.124023
	Iteration 81Q: 3 clusters Score -2199733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2199736.750000 Penalty: 4864.124023
	Iteration 82Q: 3 clusters Score -2199737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2199732.250000 Penalty: 4864.124023
	Iteration 83Q: 3 clusters Score -2199732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2199734.500000 Penalty: 4864.124023
	Iteration 84Q: 3 clusters Score -2199734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2199735.500000 Penalty: 4864.124023
	Iteration 85Q: 3 clusters Score -2199736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2199735.500000 Penalty: 4864.124023
	Iteration 86F: 3 clusters Score -2199736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -500352.312500 Penalty: 2048.666504
	Iteration 0F: 2 clusters Score -500352.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -496545.593750 Penalty: 4097.333008
	Iteration 0F: 3 clusters Score -496545.6 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -497345.187500 Penalty: 4097.333008
	Iteration 1F: 3 clusters Score -497345.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -497530.468750 Penalty: 4097.333008
	Iteration 2F: 3 clusters Score -497530.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -497625.968750 Penalty: 4097.333008
	Iteration 3Q: 3 clusters Score -497626 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -497686.875000 Penalty: 4097.333008
	Iteration 4Q: 3 clusters Score -497686.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -497730.468750 Penalty: 4097.333008
	Iteration 5Q: 3 clusters Score -497730.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -497769.250000 Penalty: 4097.333008
	Iteration 6Q: 3 clusters Score -497769.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -497800.593750 Penalty: 4097.333008
	Iteration 7Q: 3 clusters Score -497800.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -497834.156250 Penalty: 4097.333008
	Iteration 8Q: 3 clusters Score -497834.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -497864.781250 Penalty: 4097.333008
	Iteration 9Q: 3 clusters Score -497864.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -497890.968750 Penalty: 4097.333008
	Iteration 10Q: 3 clusters Score -497891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -497916.375000 Penalty: 4097.333008
	Iteration 11Q: 3 clusters Score -497916.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -497945.031250 Penalty: 4097.333008
	Iteration 12Q: 3 clusters Score -497945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -497966.468750 Penalty: 4097.333008
	Iteration 13Q: 3 clusters Score -497966.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -497982.562500 Penalty: 4097.333008
	Iteration 14Q: 3 clusters Score -497982.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -497995.156250 Penalty: 4097.333008
	Iteration 15Q: 3 clusters Score -497995.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -498003.843750 Penalty: 4097.333008
	Iteration 16Q: 3 clusters Score -498003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -498010.218750 Penalty: 4097.333008
	Iteration 17Q: 3 clusters Score -498010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -498019.875000 Penalty: 4097.333008
	Iteration 18Q: 3 clusters Score -498019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -498025.750000 Penalty: 4097.333008
	Iteration 19Q: 3 clusters Score -498025.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -498032.281250 Penalty: 4097.333008
	Iteration 20F: 3 clusters Score -498032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -498038.375000 Penalty: 4097.333008
	Iteration 21Q: 3 clusters Score -498038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -498047.468750 Penalty: 4097.333008
	Iteration 22Q: 3 clusters Score -498047.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -498056.718750 Penalty: 4097.333008
	Iteration 23Q: 3 clusters Score -498056.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -498067.281250 Penalty: 4097.333008
	Iteration 24Q: 3 clusters Score -498067.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -498076.156250 Penalty: 4097.333008
	Iteration 25Q: 3 clusters Score -498076.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -498081.656250 Penalty: 4097.333008
	Iteration 26Q: 3 clusters Score -498081.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -498088.218750 Penalty: 4097.333008
	Iteration 27Q: 3 clusters Score -498088.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -498093.937500 Penalty: 4097.333008
	Iteration 28Q: 3 clusters Score -498093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -498101.250000 Penalty: 4097.333008
	Iteration 29Q: 3 clusters Score -498101.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -498107.843750 Penalty: 4097.333008
	Iteration 30Q: 3 clusters Score -498107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -498114.250000 Penalty: 4097.333008
	Iteration 31Q: 3 clusters Score -498114.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -498119.250000 Penalty: 4097.333008
	Iteration 32Q: 3 clusters Score -498119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -498124.843750 Penalty: 4097.333008
	Iteration 33Q: 3 clusters Score -498124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -498133.687500 Penalty: 4097.333008
	Iteration 34Q: 3 clusters Score -498133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -498141.687500 Penalty: 4097.333008
	Iteration 35Q: 3 clusters Score -498141.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -498147.875000 Penalty: 4097.333008
	Iteration 36Q: 3 clusters Score -498147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -498154.125000 Penalty: 4097.333008
	Iteration 37Q: 3 clusters Score -498154.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -498158.750000 Penalty: 4097.333008
	Iteration 38Q: 3 clusters Score -498158.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -498164.906250 Penalty: 4097.333008
	Iteration 39Q: 3 clusters Score -498164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498168.187500 Penalty: 4097.333008
	Iteration 40F: 3 clusters Score -498168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -498171.843750 Penalty: 4097.333008
	Iteration 41Q: 3 clusters Score -498171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -498173.500000 Penalty: 4097.333008
	Iteration 42Q: 3 clusters Score -498173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -498174.093750 Penalty: 4097.333008
	Iteration 43Q: 3 clusters Score -498174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -498174.625000 Penalty: 4097.333008
	Iteration 44Q: 3 clusters Score -498174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -498176.406250 Penalty: 4097.333008
	Iteration 45Q: 3 clusters Score -498176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498177.531250 Penalty: 4097.333008
	Iteration 46Q: 3 clusters Score -498177.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -498180.125000 Penalty: 4097.333008
	Iteration 47Q: 3 clusters Score -498180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -498182.250000 Penalty: 4097.333008
	Iteration 48Q: 3 clusters Score -498182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -498185.437500 Penalty: 4097.333008
	Iteration 49Q: 3 clusters Score -498185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -498186.718750 Penalty: 4097.333008
	Iteration 50Q: 3 clusters Score -498186.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -498189.968750 Penalty: 4097.333008
	Iteration 51Q: 3 clusters Score -498190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -498193.125000 Penalty: 4097.333008
	Iteration 52Q: 3 clusters Score -498193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -498198.875000 Penalty: 4097.333008
	Iteration 53Q: 3 clusters Score -498198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498199.781250 Penalty: 4097.333008
	Iteration 54Q: 3 clusters Score -498199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498200.906250 Penalty: 4097.333008
	Iteration 55Q: 3 clusters Score -498200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498203.687500 Penalty: 4097.333008
	Iteration 56Q: 3 clusters Score -498203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -498204.906250 Penalty: 4097.333008
	Iteration 57Q: 3 clusters Score -498204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -498205.531250 Penalty: 4097.333008
	Iteration 58Q: 3 clusters Score -498205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -498207.218750 Penalty: 4097.333008
	Iteration 59Q: 3 clusters Score -498207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -498207.625000 Penalty: 4097.333008
	Iteration 60F: 3 clusters Score -498207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -498208.000000 Penalty: 4097.333008
	Iteration 61Q: 3 clusters Score -498208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -498208.000000 Penalty: 4097.333008
	Iteration 62F: 3 clusters Score -498208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -326692.031250 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -326692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -323673.750000 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -323673.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324276.781250 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -324276.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -324446.875000 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -324446.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -324544.437500 Penalty: 3902.084229
	Iteration 3Q: 3 clusters Score -324544.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -324611.000000 Penalty: 3902.084229
	Iteration 4Q: 3 clusters Score -324611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -324660.156250 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -324660.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -324708.343750 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -324708.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -324748.781250 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -324748.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -324785.500000 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -324785.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -324826.593750 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -324826.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -324865.031250 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -324865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -324888.312500 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -324888.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -324911.406250 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -324911.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -324932.093750 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -324932.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -324951.531250 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -324951.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324969.531250 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -324969.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -324980.968750 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -324981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -324989.562500 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -324989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -324999.531250 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -324999.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -325007.406250 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -325007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -325012.812500 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -325012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -325021.406250 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -325021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -325026.437500 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -325026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -325030.000000 Penalty: 3902.084229
	Iteration 23Q: 3 clusters Score -325030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -325032.843750 Penalty: 3902.084229
	Iteration 24Q: 3 clusters Score -325032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -325036.093750 Penalty: 3902.084229
	Iteration 25Q: 3 clusters Score -325036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -325038.125000 Penalty: 3902.084229
	Iteration 26Q: 3 clusters Score -325038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -325039.218750 Penalty: 3902.084229
	Iteration 27Q: 3 clusters Score -325039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -325039.531250 Penalty: 3902.084229
	Iteration 28Q: 3 clusters Score -325039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -325039.656250 Penalty: 3902.084229
	Iteration 29Q: 3 clusters Score -325039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -325039.656250 Penalty: 3902.084229
	Iteration 30F: 3 clusters Score -325039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -637872.625000 Penalty: 2116.980225
	Iteration 0F: 2 clusters Score -637872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -633322.812500 Penalty: 4233.960449
	Iteration 0F: 3 clusters Score -633322.8 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -634399.375000 Penalty: 4233.960449
	Iteration 1F: 3 clusters Score -634399.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -634608.250000 Penalty: 4233.960449
	Iteration 2F: 3 clusters Score -634608.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -634716.250000 Penalty: 4233.960449
	Iteration 3Q: 3 clusters Score -634716.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -634783.750000 Penalty: 4233.960449
	Iteration 4Q: 3 clusters Score -634783.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -634839.937500 Penalty: 4233.960449
	Iteration 5Q: 3 clusters Score -634839.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -634884.312500 Penalty: 4233.960449
	Iteration 6Q: 3 clusters Score -634884.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -634915.187500 Penalty: 4233.960449
	Iteration 7Q: 3 clusters Score -634915.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -634945.875000 Penalty: 4233.960449
	Iteration 8Q: 3 clusters Score -634945.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -634974.625000 Penalty: 4233.960449
	Iteration 9Q: 3 clusters Score -634974.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -635003.375000 Penalty: 4233.960449
	Iteration 10Q: 3 clusters Score -635003.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -635026.062500 Penalty: 4233.960449
	Iteration 11Q: 3 clusters Score -635026.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -635050.625000 Penalty: 4233.960449
	Iteration 12Q: 3 clusters Score -635050.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -635073.687500 Penalty: 4233.960449
	Iteration 13Q: 3 clusters Score -635073.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -635092.500000 Penalty: 4233.960449
	Iteration 14Q: 3 clusters Score -635092.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -635113.562500 Penalty: 4233.960449
	Iteration 15Q: 3 clusters Score -635113.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -635135.812500 Penalty: 4233.960449
	Iteration 16Q: 3 clusters Score -635135.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -635157.125000 Penalty: 4233.960449
	Iteration 17Q: 3 clusters Score -635157.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -635180.562500 Penalty: 4233.960449
	Iteration 18Q: 3 clusters Score -635180.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -635202.000000 Penalty: 4233.960449
	Iteration 19Q: 3 clusters Score -635202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -635222.937500 Penalty: 4233.960449
	Iteration 20F: 3 clusters Score -635222.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -635243.062500 Penalty: 4233.960449
	Iteration 21Q: 3 clusters Score -635243.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -635259.875000 Penalty: 4233.960449
	Iteration 22Q: 3 clusters Score -635259.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -635276.312500 Penalty: 4233.960449
	Iteration 23Q: 3 clusters Score -635276.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -635293.062500 Penalty: 4233.960449
	Iteration 24Q: 3 clusters Score -635293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -635308.875000 Penalty: 4233.960449
	Iteration 25Q: 3 clusters Score -635308.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -635322.437500 Penalty: 4233.960449
	Iteration 26Q: 3 clusters Score -635322.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -635339.000000 Penalty: 4233.960449
	Iteration 27Q: 3 clusters Score -635339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -635358.312500 Penalty: 4233.960449
	Iteration 28Q: 3 clusters Score -635358.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -635373.625000 Penalty: 4233.960449
	Iteration 29Q: 3 clusters Score -635373.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -635392.562500 Penalty: 4233.960449
	Iteration 30Q: 3 clusters Score -635392.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -635411.875000 Penalty: 4233.960449
	Iteration 31Q: 3 clusters Score -635411.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -635434.625000 Penalty: 4233.960449
	Iteration 32Q: 3 clusters Score -635434.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -635456.187500 Penalty: 4233.960449
	Iteration 33Q: 3 clusters Score -635456.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -635477.937500 Penalty: 4233.960449
	Iteration 34Q: 3 clusters Score -635477.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -635498.437500 Penalty: 4233.960449
	Iteration 35Q: 3 clusters Score -635498.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -635527.687500 Penalty: 4233.960449
	Iteration 36Q: 3 clusters Score -635527.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -635557.000000 Penalty: 4233.960449
	Iteration 37Q: 3 clusters Score -635557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -635579.187500 Penalty: 4233.960449
	Iteration 38Q: 3 clusters Score -635579.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -635605.500000 Penalty: 4233.960449
	Iteration 39Q: 3 clusters Score -635605.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -635633.125000 Penalty: 4233.960449
	Iteration 40F: 3 clusters Score -635633.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -635663.375000 Penalty: 4233.960449
	Iteration 41Q: 3 clusters Score -635663.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -635693.562500 Penalty: 4233.960449
	Iteration 42Q: 3 clusters Score -635693.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -635717.687500 Penalty: 4233.960449
	Iteration 43Q: 3 clusters Score -635717.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -635744.875000 Penalty: 4233.960449
	Iteration 44Q: 3 clusters Score -635744.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -635766.687500 Penalty: 4233.960449
	Iteration 45Q: 3 clusters Score -635766.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -635789.812500 Penalty: 4233.960449
	Iteration 46Q: 3 clusters Score -635789.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -635811.437500 Penalty: 4233.960449
	Iteration 47Q: 3 clusters Score -635811.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -635830.375000 Penalty: 4233.960449
	Iteration 48Q: 3 clusters Score -635830.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -635847.750000 Penalty: 4233.960449
	Iteration 49Q: 3 clusters Score -635847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -635865.750000 Penalty: 4233.960449
	Iteration 50Q: 3 clusters Score -635865.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -635889.250000 Penalty: 4233.960449
	Iteration 51Q: 3 clusters Score -635889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -635911.375000 Penalty: 4233.960449
	Iteration 52Q: 3 clusters Score -635911.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -635936.812500 Penalty: 4233.960449
	Iteration 53Q: 3 clusters Score -635936.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -635962.250000 Penalty: 4233.960449
	Iteration 54Q: 3 clusters Score -635962.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -635977.250000 Penalty: 4233.960449
	Iteration 55Q: 3 clusters Score -635977.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -635993.062500 Penalty: 4233.960449
	Iteration 56Q: 3 clusters Score -635993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -635999.250000 Penalty: 4233.960449
	Iteration 57Q: 3 clusters Score -635999.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -636008.250000 Penalty: 4233.960449
	Iteration 58Q: 3 clusters Score -636008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -636019.187500 Penalty: 4233.960449
	Iteration 59Q: 3 clusters Score -636019.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -636033.625000 Penalty: 4233.960449
	Iteration 60F: 3 clusters Score -636033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -636041.562500 Penalty: 4233.960449
	Iteration 61Q: 3 clusters Score -636041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -636047.562500 Penalty: 4233.960449
	Iteration 62Q: 3 clusters Score -636047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -636057.312500 Penalty: 4233.960449
	Iteration 63Q: 3 clusters Score -636057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -636064.875000 Penalty: 4233.960449
	Iteration 64Q: 3 clusters Score -636064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -636070.500000 Penalty: 4233.960449
	Iteration 65Q: 3 clusters Score -636070.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -636076.062500 Penalty: 4233.960449
	Iteration 66Q: 3 clusters Score -636076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -636079.000000 Penalty: 4233.960449
	Iteration 67Q: 3 clusters Score -636079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -636083.062500 Penalty: 4233.960449
	Iteration 68Q: 3 clusters Score -636083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -636084.562500 Penalty: 4233.960449
	Iteration 69Q: 3 clusters Score -636084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -636087.000000 Penalty: 4233.960449
	Iteration 70Q: 3 clusters Score -636087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -636089.500000 Penalty: 4233.960449
	Iteration 71Q: 3 clusters Score -636089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -636089.500000 Penalty: 4233.960449
	Iteration 72Q: 3 clusters Score -636089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -636089.812500 Penalty: 4233.960449
	Iteration 73Q: 3 clusters Score -636089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -636089.812500 Penalty: 4233.960449
	Iteration 74F: 3 clusters Score -636089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1493783.125000 Penalty: 2317.549561
	Iteration 0F: 2 clusters Score -1493783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1485305.375000 Penalty: 4635.099121
	Iteration 0F: 3 clusters Score -1485305 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1487991.375000 Penalty: 4635.099121
	Iteration 1F: 3 clusters Score -1487991 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1488662.375000 Penalty: 4635.099121
	Iteration 2F: 3 clusters Score -1488662 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1489536.250000 Penalty: 4635.099121
	Iteration 3F: 3 clusters Score -1489536 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1490669.000000 Penalty: 4635.099121
	Iteration 4F: 3 clusters Score -1490669 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1491684.500000 Penalty: 4635.099121
	Iteration 5F: 3 clusters Score -1491684 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1492318.625000 Penalty: 4635.099121
	Iteration 6F: 3 clusters Score -1492319 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1492664.250000 Penalty: 4635.099121
	Iteration 7Q: 3 clusters Score -1492664 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1492859.125000 Penalty: 4635.099121
	Iteration 8Q: 3 clusters Score -1492859 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1492968.125000 Penalty: 4635.099121
	Iteration 9Q: 3 clusters Score -1492968 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1493022.375000 Penalty: 4635.099121
	Iteration 10Q: 3 clusters Score -1493022 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1493068.750000 Penalty: 4635.099121
	Iteration 11Q: 3 clusters Score -1493069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1493093.000000 Penalty: 4635.099121
	Iteration 12Q: 3 clusters Score -1493093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1493116.500000 Penalty: 4635.099121
	Iteration 13Q: 3 clusters Score -1493116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1493130.500000 Penalty: 4635.099121
	Iteration 14Q: 3 clusters Score -1493130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1493147.750000 Penalty: 4635.099121
	Iteration 15Q: 3 clusters Score -1493148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1493154.375000 Penalty: 4635.099121
	Iteration 16Q: 3 clusters Score -1493154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1493156.250000 Penalty: 4635.099121
	Iteration 17Q: 3 clusters Score -1493156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1493160.625000 Penalty: 4635.099121
	Iteration 18Q: 3 clusters Score -1493161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1493160.250000 Penalty: 4635.099121
	Iteration 19Q: 3 clusters Score -1493160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1493165.875000 Penalty: 4635.099121
	Iteration 20F: 3 clusters Score -1493166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1493164.625000 Penalty: 4635.099121
	Iteration 21Q: 3 clusters Score -1493165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1493167.125000 Penalty: 4635.099121
	Iteration 22Q: 3 clusters Score -1493167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1493170.375000 Penalty: 4635.099121
	Iteration 23Q: 3 clusters Score -1493170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1493177.000000 Penalty: 4635.099121
	Iteration 24Q: 3 clusters Score -1493177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1493175.250000 Penalty: 4635.099121
	Iteration 25Q: 3 clusters Score -1493175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1493173.250000 Penalty: 4635.099121
	Iteration 26Q: 3 clusters Score -1493173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1493173.625000 Penalty: 4635.099121
	Iteration 27Q: 3 clusters Score -1493174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1493171.500000 Penalty: 4635.099121
	Iteration 28Q: 3 clusters Score -1493172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1493172.375000 Penalty: 4635.099121
	Iteration 29Q: 3 clusters Score -1493172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1493171.125000 Penalty: 4635.099121
	Iteration 30Q: 3 clusters Score -1493171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1493173.000000 Penalty: 4635.099121
	Iteration 31Q: 3 clusters Score -1493173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1493174.375000 Penalty: 4635.099121
	Iteration 32Q: 3 clusters Score -1493174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1493174.375000 Penalty: 4635.099121
	Iteration 33Q: 3 clusters Score -1493174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1493175.250000 Penalty: 4635.099121
	Iteration 34Q: 3 clusters Score -1493175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1493176.000000 Penalty: 4635.099121
	Iteration 35Q: 3 clusters Score -1493176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1493178.000000 Penalty: 4635.099121
	Iteration 36Q: 3 clusters Score -1493178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1493179.250000 Penalty: 4635.099121
	Iteration 37Q: 3 clusters Score -1493179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1493178.375000 Penalty: 4635.099121
	Iteration 38Q: 3 clusters Score -1493178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1493178.375000 Penalty: 4635.099121
	Iteration 39F: 3 clusters Score -1493178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -187962.250000 Penalty: 1824.357422
	Iteration 0F: 2 clusters Score -187962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185672.890625 Penalty: 3648.714844
	Iteration 0F: 3 clusters Score -185672.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186199.265625 Penalty: 3648.714844
	Iteration 1F: 3 clusters Score -186199.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186399.656250 Penalty: 3648.714844
	Iteration 2F: 3 clusters Score -186399.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186525.218750 Penalty: 3648.714844
	Iteration 3Q: 3 clusters Score -186525.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186625.359375 Penalty: 3648.714844
	Iteration 4Q: 3 clusters Score -186625.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186746.750000 Penalty: 3648.714844
	Iteration 5Q: 3 clusters Score -186746.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186939.390625 Penalty: 3648.714844
	Iteration 6Q: 3 clusters Score -186939.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187111.968750 Penalty: 3648.714844
	Iteration 7Q: 3 clusters Score -187112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187319.062500 Penalty: 3648.714844
	Iteration 8Q: 3 clusters Score -187319.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187441.250000 Penalty: 3648.714844
	Iteration 9Q: 3 clusters Score -187441.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -187544.687500 Penalty: 3648.714844
	Iteration 10Q: 3 clusters Score -187544.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -187621.390625 Penalty: 3648.714844
	Iteration 11Q: 3 clusters Score -187621.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -187692.468750 Penalty: 3648.714844
	Iteration 12Q: 3 clusters Score -187692.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -187766.937500 Penalty: 3648.714844
	Iteration 13Q: 3 clusters Score -187766.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -187880.156250 Penalty: 3648.714844
	Iteration 14Q: 3 clusters Score -187880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -187946.046875 Penalty: 3648.714844
	Iteration 15Q: 3 clusters Score -187946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -187982.359375 Penalty: 3648.714844
	Iteration 16Q: 3 clusters Score -187982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187995.390625 Penalty: 3648.714844
	Iteration 17Q: 3 clusters Score -187995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -188001.953125 Penalty: 3648.714844
	Iteration 18Q: 3 clusters Score -188002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -188009.265625 Penalty: 3648.714844
	Iteration 19Q: 3 clusters Score -188009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188028.515625 Penalty: 3648.714844
	Iteration 20F: 3 clusters Score -188028.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -188081.843750 Penalty: 3648.714844
	Iteration 21Q: 3 clusters Score -188081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -188119.343750 Penalty: 3648.714844
	Iteration 22Q: 3 clusters Score -188119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -188124.437500 Penalty: 3648.714844
	Iteration 23Q: 3 clusters Score -188124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -188124.437500 Penalty: 3648.714844
	Iteration 24F: 3 clusters Score -188124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 51350 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 91035 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 164418 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18155 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 1036 members 
Entering Unmasked Estep 
Score: -111269992.000000 Penalty: 145996.140625
Splitting cluster 30 changes total score from -111271632.000000 to -111269992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -342014.187500 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -342014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -338947.718750 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -338947.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -339839.718750 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -339839.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -340134.906250 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -340134.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -340316.531250 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -340316.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -340435.218750 Penalty: 3952.801270
	Iteration 4Q: 3 clusters Score -340435.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340516.125000 Penalty: 3952.801270
	Iteration 5Q: 3 clusters Score -340516.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -340585.593750 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -340585.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -340640.437500 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -340640.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -340671.125000 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -340671.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -340691.093750 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -340691.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -340710.875000 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -340710.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -340726.062500 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -340726.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -340734.656250 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -340734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -340739.343750 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -340739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -340741.500000 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -340741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -340745.250000 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -340745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -340749.593750 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -340749.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -340753.437500 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -340753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -340756.031250 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -340756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -340758.593750 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -340758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -340760.843750 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -340760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -340761.312500 Penalty: 3952.801270
	Iteration 21Q: 3 clusters Score -340761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -340761.625000 Penalty: 3952.801270
	Iteration 22Q: 3 clusters Score -340761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -340761.625000 Penalty: 3952.801270
	Iteration 23F: 3 clusters Score -340761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -962293.937500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -962293.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -955957.125000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -955957.1 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -957845.000000 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -957845 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -958254.250000 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -958254.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -958549.250000 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -958549.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -958793.562500 Penalty: 4451.724609
	Iteration 4Q: 3 clusters Score -958793.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -958988.875000 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -958988.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -959170.750000 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -959170.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -959402.875000 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -959402.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -959696.125000 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -959696.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -960056.812500 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -960056.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -960449.437500 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -960449.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -960793.375000 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -960793.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -961059.562500 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -961059.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -961238.312500 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -961238.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -961360.562500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -961360.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -961443.500000 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -961443.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -961513.750000 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -961513.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -961559.562500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -961559.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -961578.875000 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -961578.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -961591.375000 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -961591.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -961607.312500 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -961607.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -961623.875000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -961623.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -961643.687500 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -961643.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -961665.375000 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -961665.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -961679.937500 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -961679.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -961690.437500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -961690.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -961697.000000 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -961697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -961712.250000 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -961712.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -961722.312500 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -961722.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -961732.500000 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -961732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -961735.812500 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -961735.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -961739.687500 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -961739.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -961745.437500 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -961745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -961745.000000 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -961745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -961746.625000 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -961746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -961745.875000 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -961745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -961745.875000 Penalty: 4451.724609
	Iteration 36F: 3 clusters Score -961745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -563560.000000 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -563560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -559059.937500 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -559059.9 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -560281.250000 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -560281.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -560684.000000 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -560684 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -560984.187500 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -560984.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -561305.312500 Penalty: 4211.970215
	Iteration 4F: 3 clusters Score -561305.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -561676.937500 Penalty: 4211.970215
	Iteration 5F: 3 clusters Score -561676.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -562003.250000 Penalty: 4211.970215
	Iteration 6F: 3 clusters Score -562003.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -562287.875000 Penalty: 4211.970215
	Iteration 7F: 3 clusters Score -562287.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -562486.062500 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -562486.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -562641.187500 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -562641.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -562733.437500 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -562733.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -562802.562500 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -562802.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -562879.125000 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -562879.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -562954.312500 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -562954.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -563022.312500 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -563022.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -563072.062500 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -563072.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -563110.312500 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -563110.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -563141.250000 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -563141.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -563162.750000 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -563162.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -563191.312500 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -563191.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -563221.250000 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -563221.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -563241.250000 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -563241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563252.562500 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -563252.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -563257.312500 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -563257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -563261.625000 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -563261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -563264.437500 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -563264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -563269.000000 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -563269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -563269.750000 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -563269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -563269.875000 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -563269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -563270.312500 Penalty: 4211.970215
	Iteration 29Q: 3 clusters Score -563270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -563271.125000 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -563271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563273.250000 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -563273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563274.250000 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -563274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -563276.312500 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -563276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -563277.062500 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -563277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -563277.812500 Penalty: 4211.970215
	Iteration 35Q: 3 clusters Score -563277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -563277.812500 Penalty: 4211.970215
	Iteration 36F: 3 clusters Score -563277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (113283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113283 members 
Entering Unmasked Estep 
Score: -14827320.000000 Penalty: 2886.135986
	Iteration 0F: 2 clusters Score -1.482732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -14751550.000000 Penalty: 5772.271973
	Iteration 0F: 3 clusters Score -1.475155e+07 nChanged 53721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -14781926.000000 Penalty: 5772.271973
	Iteration 1F: 3 clusters Score -1.478193e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -14782658.000000 Penalty: 5772.271973
	Iteration 2Q: 3 clusters Score -1.478266e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -14783381.000000 Penalty: 5772.271973
	Iteration 3Q: 3 clusters Score -1.478338e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -14784339.000000 Penalty: 5772.271973
	Iteration 4Q: 3 clusters Score -1.478434e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -14785617.000000 Penalty: 5772.271973
	Iteration 5Q: 3 clusters Score -1.478562e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -14787483.000000 Penalty: 5772.271973
	Iteration 6Q: 3 clusters Score -1.478748e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -14790097.000000 Penalty: 5772.271973
	Iteration 7Q: 3 clusters Score -1.47901e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -14794064.000000 Penalty: 5772.271973
	Iteration 8F: 3 clusters Score -1.479406e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -14799466.000000 Penalty: 5772.271973
	Iteration 9F: 3 clusters Score -1.479947e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -14805606.000000 Penalty: 5772.271973
	Iteration 10F: 3 clusters Score -1.480561e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -14811452.000000 Penalty: 5772.271973
	Iteration 11F: 3 clusters Score -1.481145e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -14816191.000000 Penalty: 5772.271973
	Iteration 12Q: 3 clusters Score -1.481619e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -14819626.000000 Penalty: 5772.271973
	Iteration 13Q: 3 clusters Score -1.481963e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -14821819.000000 Penalty: 5772.271973
	Iteration 14Q: 3 clusters Score -1.482182e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -14823124.000000 Penalty: 5772.271973
	Iteration 15Q: 3 clusters Score -1.482312e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 109593 members 
Entering Unmasked Estep 
Score: -14823908.000000 Penalty: 5772.271973
	Iteration 16Q: 3 clusters Score -1.482391e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -14824294.000000 Penalty: 5772.271973
	Iteration 17Q: 3 clusters Score -1.482429e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -14824522.000000 Penalty: 5772.271973
	Iteration 18Q: 3 clusters Score -1.482452e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -14824658.000000 Penalty: 5772.271973
	Iteration 19Q: 3 clusters Score -1.482466e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -14824798.000000 Penalty: 5772.271973
	Iteration 20F: 3 clusters Score -1.48248e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -14824874.000000 Penalty: 5772.271973
	Iteration 21Q: 3 clusters Score -1.482487e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 111413 members 
Entering Unmasked Estep 
Score: -14824938.000000 Penalty: 5772.271973
	Iteration 22Q: 3 clusters Score -1.482494e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -14824980.000000 Penalty: 5772.271973
	Iteration 23Q: 3 clusters Score -1.482498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -14825015.000000 Penalty: 5772.271973
	Iteration 24Q: 3 clusters Score -1.482502e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -14825040.000000 Penalty: 5772.271973
	Iteration 25Q: 3 clusters Score -1.482504e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -14825049.000000 Penalty: 5772.271973
	Iteration 26Q: 3 clusters Score -1.482505e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 111654 members 
Entering Unmasked Estep 
Score: -14825071.000000 Penalty: 5772.271973
	Iteration 27Q: 3 clusters Score -1.482507e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 111689 members 
Entering Unmasked Estep 
Score: -14825086.000000 Penalty: 5772.271973
	Iteration 28Q: 3 clusters Score -1.482509e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 111715 members 
Entering Unmasked Estep 
Score: -14825114.000000 Penalty: 5772.271973
	Iteration 29Q: 3 clusters Score -1.482511e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -14825124.000000 Penalty: 5772.271973
	Iteration 30Q: 3 clusters Score -1.482512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 111785 members 
Entering Unmasked Estep 
Score: -14825141.000000 Penalty: 5772.271973
	Iteration 31Q: 3 clusters Score -1.482514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -14825162.000000 Penalty: 5772.271973
	Iteration 32Q: 3 clusters Score -1.482516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -14825184.000000 Penalty: 5772.271973
	Iteration 33Q: 3 clusters Score -1.482518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 111829 members 
Entering Unmasked Estep 
Score: -14825183.000000 Penalty: 5772.271973
	Iteration 34Q: 3 clusters Score -1.482518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 111835 members 
Entering Unmasked Estep 
Score: -14825201.000000 Penalty: 5772.271973
	Iteration 35Q: 3 clusters Score -1.48252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -14825212.000000 Penalty: 5772.271973
	Iteration 36Q: 3 clusters Score -1.482521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -14825204.000000 Penalty: 5772.271973
	Iteration 37Q: 3 clusters Score -1.48252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 111861 members 
Entering Unmasked Estep 
Score: -14825206.000000 Penalty: 5772.271973
	Iteration 38Q: 3 clusters Score -1.482521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -14825202.000000 Penalty: 5772.271973
	Iteration 39Q: 3 clusters Score -1.48252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -14825209.000000 Penalty: 5772.271973
	Iteration 40F: 3 clusters Score -1.482521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -14825208.000000 Penalty: 5772.271973
	Iteration 41Q: 3 clusters Score -1.482521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -14825207.000000 Penalty: 5772.271973
	Iteration 42Q: 3 clusters Score -1.482521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -14825210.000000 Penalty: 5772.271973
	Iteration 43Q: 3 clusters Score -1.482521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 111868 members 
Entering Unmasked Estep 
Score: -14825227.000000 Penalty: 5772.271973
	Iteration 44Q: 3 clusters Score -1.482523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 111871 members 
Entering Unmasked Estep 
Score: -14825226.000000 Penalty: 5772.271973
	Iteration 45Q: 3 clusters Score -1.482523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -14825230.000000 Penalty: 5772.271973
	Iteration 46Q: 3 clusters Score -1.482523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -14825218.000000 Penalty: 5772.271973
	Iteration 47Q: 3 clusters Score -1.482522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -14825238.000000 Penalty: 5772.271973
	Iteration 48Q: 3 clusters Score -1.482524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -14825242.000000 Penalty: 5772.271973
	Iteration 49Q: 3 clusters Score -1.482524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -14825240.000000 Penalty: 5772.271973
	Iteration 50Q: 3 clusters Score -1.482524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 111886 members 
Entering Unmasked Estep 
Score: -14825238.000000 Penalty: 5772.271973
	Iteration 51Q: 3 clusters Score -1.482524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -14825243.000000 Penalty: 5772.271973
	Iteration 52Q: 3 clusters Score -1.482524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -14825241.000000 Penalty: 5772.271973
	Iteration 53Q: 3 clusters Score -1.482524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -14825241.000000 Penalty: 5772.271973
	Iteration 54F: 3 clusters Score -1.482524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Entering Unmasked Estep 
Score: -527802.750000 Penalty: 2069.083252
	Iteration 0F: 2 clusters Score -527802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -523817.250000 Penalty: 4138.166504
	Iteration 0F: 3 clusters Score -523817.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -524733.125000 Penalty: 4138.166504
	Iteration 1F: 3 clusters Score -524733.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -524924.250000 Penalty: 4138.166504
	Iteration 2F: 3 clusters Score -524924.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -525033.812500 Penalty: 4138.166504
	Iteration 3Q: 3 clusters Score -525033.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -525105.062500 Penalty: 4138.166504
	Iteration 4Q: 3 clusters Score -525105.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -525162.812500 Penalty: 4138.166504
	Iteration 5Q: 3 clusters Score -525162.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -525211.000000 Penalty: 4138.166504
	Iteration 6Q: 3 clusters Score -525211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -525262.312500 Penalty: 4138.166504
	Iteration 7Q: 3 clusters Score -525262.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -525315.250000 Penalty: 4138.166504
	Iteration 8Q: 3 clusters Score -525315.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -525376.562500 Penalty: 4138.166504
	Iteration 9Q: 3 clusters Score -525376.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -525439.875000 Penalty: 4138.166504
	Iteration 10Q: 3 clusters Score -525439.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -525486.437500 Penalty: 4138.166504
	Iteration 11Q: 3 clusters Score -525486.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -525533.375000 Penalty: 4138.166504
	Iteration 12Q: 3 clusters Score -525533.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -525575.625000 Penalty: 4138.166504
	Iteration 13Q: 3 clusters Score -525575.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -525629.750000 Penalty: 4138.166504
	Iteration 14Q: 3 clusters Score -525629.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -525682.187500 Penalty: 4138.166504
	Iteration 15Q: 3 clusters Score -525682.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -525730.562500 Penalty: 4138.166504
	Iteration 16Q: 3 clusters Score -525730.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -525767.812500 Penalty: 4138.166504
	Iteration 17Q: 3 clusters Score -525767.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -525811.500000 Penalty: 4138.166504
	Iteration 18Q: 3 clusters Score -525811.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -525851.500000 Penalty: 4138.166504
	Iteration 19Q: 3 clusters Score -525851.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -525884.500000 Penalty: 4138.166504
	Iteration 20F: 3 clusters Score -525884.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -525913.625000 Penalty: 4138.166504
	Iteration 21Q: 3 clusters Score -525913.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -525949.812500 Penalty: 4138.166504
	Iteration 22Q: 3 clusters Score -525949.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -525977.312500 Penalty: 4138.166504
	Iteration 23Q: 3 clusters Score -525977.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -525989.937500 Penalty: 4138.166504
	Iteration 24Q: 3 clusters Score -525989.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -526002.875000 Penalty: 4138.166504
	Iteration 25Q: 3 clusters Score -526002.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -526014.312500 Penalty: 4138.166504
	Iteration 26Q: 3 clusters Score -526014.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -526026.187500 Penalty: 4138.166504
	Iteration 27Q: 3 clusters Score -526026.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -526039.562500 Penalty: 4138.166504
	Iteration 28Q: 3 clusters Score -526039.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -526056.000000 Penalty: 4138.166504
	Iteration 29Q: 3 clusters Score -526056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -526067.562500 Penalty: 4138.166504
	Iteration 30Q: 3 clusters Score -526067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -526076.062500 Penalty: 4138.166504
	Iteration 31Q: 3 clusters Score -526076.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -526083.875000 Penalty: 4138.166504
	Iteration 32Q: 3 clusters Score -526083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -526086.937500 Penalty: 4138.166504
	Iteration 33Q: 3 clusters Score -526086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -526090.437500 Penalty: 4138.166504
	Iteration 34Q: 3 clusters Score -526090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -526094.625000 Penalty: 4138.166504
	Iteration 35Q: 3 clusters Score -526094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -526096.562500 Penalty: 4138.166504
	Iteration 36Q: 3 clusters Score -526096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -526096.562500 Penalty: 4138.166504
	Iteration 37F: 3 clusters Score -526096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -132398.843750 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -132398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130616.710938 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -130616.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131253.921875 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -131253.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -131526.265625 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -131526.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -131741.968750 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -131742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -132041.250000 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -132041.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -132483.296875 Penalty: 3456.549805
	Iteration 5F: 3 clusters Score -132483.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -132653.437500 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -132653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -132702.921875 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -132702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -132735.156250 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -132735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -132744.859375 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -132744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -132744.859375 Penalty: 3456.549805
	Iteration 10F: 3 clusters Score -132744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 51350 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 91035 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 164418 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18155 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 849 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 214 members 
Entering Unmasked Estep 
Score: -111270256.000000 Penalty: 145996.140625
Splitting cluster 36 changes total score from -111271632.000000 to -111270256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Entering Unmasked Estep 
Score: -910572.687500 Penalty: 2196.628662
	Iteration 0F: 2 clusters Score -910572.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -904807.625000 Penalty: 4393.257324
	Iteration 0F: 3 clusters Score -904807.6 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -906397.000000 Penalty: 4393.257324
	Iteration 1F: 3 clusters Score -906397 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -906787.750000 Penalty: 4393.257324
	Iteration 2F: 3 clusters Score -906787.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -907019.062500 Penalty: 4393.257324
	Iteration 3F: 3 clusters Score -907019.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -907213.125000 Penalty: 4393.257324
	Iteration 4Q: 3 clusters Score -907213.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -907385.500000 Penalty: 4393.257324
	Iteration 5Q: 3 clusters Score -907385.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -907536.000000 Penalty: 4393.257324
	Iteration 6Q: 3 clusters Score -907536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -907636.250000 Penalty: 4393.257324
	Iteration 7Q: 3 clusters Score -907636.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -907725.312500 Penalty: 4393.257324
	Iteration 8Q: 3 clusters Score -907725.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -907797.687500 Penalty: 4393.257324
	Iteration 9Q: 3 clusters Score -907797.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -907848.437500 Penalty: 4393.257324
	Iteration 10Q: 3 clusters Score -907848.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -907883.750000 Penalty: 4393.257324
	Iteration 11Q: 3 clusters Score -907883.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -907917.562500 Penalty: 4393.257324
	Iteration 12Q: 3 clusters Score -907917.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -907947.500000 Penalty: 4393.257324
	Iteration 13Q: 3 clusters Score -907947.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -907967.812500 Penalty: 4393.257324
	Iteration 14Q: 3 clusters Score -907967.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -907983.750000 Penalty: 4393.257324
	Iteration 15Q: 3 clusters Score -907983.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -907999.125000 Penalty: 4393.257324
	Iteration 16Q: 3 clusters Score -907999.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -908012.187500 Penalty: 4393.257324
	Iteration 17Q: 3 clusters Score -908012.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -908021.250000 Penalty: 4393.257324
	Iteration 18Q: 3 clusters Score -908021.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -908028.812500 Penalty: 4393.257324
	Iteration 19Q: 3 clusters Score -908028.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -908037.562500 Penalty: 4393.257324
	Iteration 20F: 3 clusters Score -908037.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -908045.562500 Penalty: 4393.257324
	Iteration 21Q: 3 clusters Score -908045.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -908048.937500 Penalty: 4393.257324
	Iteration 22Q: 3 clusters Score -908048.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -908052.125000 Penalty: 4393.257324
	Iteration 23Q: 3 clusters Score -908052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -908058.312500 Penalty: 4393.257324
	Iteration 24Q: 3 clusters Score -908058.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -908061.625000 Penalty: 4393.257324
	Iteration 25Q: 3 clusters Score -908061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -908061.937500 Penalty: 4393.257324
	Iteration 26Q: 3 clusters Score -908061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -908063.875000 Penalty: 4393.257324
	Iteration 27Q: 3 clusters Score -908063.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -908066.687500 Penalty: 4393.257324
	Iteration 28Q: 3 clusters Score -908066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -908067.000000 Penalty: 4393.257324
	Iteration 29Q: 3 clusters Score -908067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -908066.250000 Penalty: 4393.257324
	Iteration 30Q: 3 clusters Score -908066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -908070.000000 Penalty: 4393.257324
	Iteration 31Q: 3 clusters Score -908070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -908070.250000 Penalty: 4393.257324
	Iteration 32Q: 3 clusters Score -908070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -908070.750000 Penalty: 4393.257324
	Iteration 33Q: 3 clusters Score -908070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -908072.187500 Penalty: 4393.257324
	Iteration 34Q: 3 clusters Score -908072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -908072.500000 Penalty: 4393.257324
	Iteration 35Q: 3 clusters Score -908072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -908072.500000 Penalty: 4393.257324
	Iteration 36Q: 3 clusters Score -908072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -908073.875000 Penalty: 4393.257324
	Iteration 37Q: 3 clusters Score -908073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -908074.750000 Penalty: 4393.257324
	Iteration 38Q: 3 clusters Score -908074.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -908077.062500 Penalty: 4393.257324
	Iteration 39Q: 3 clusters Score -908077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -908078.000000 Penalty: 4393.257324
	Iteration 40F: 3 clusters Score -908078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -908081.500000 Penalty: 4393.257324
	Iteration 41Q: 3 clusters Score -908081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -908081.875000 Penalty: 4393.257324
	Iteration 42Q: 3 clusters Score -908081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -908082.000000 Penalty: 4393.257324
	Iteration 43Q: 3 clusters Score -908082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -908083.562500 Penalty: 4393.257324
	Iteration 44Q: 3 clusters Score -908083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -908084.625000 Penalty: 4393.257324
	Iteration 45Q: 3 clusters Score -908084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -908085.687500 Penalty: 4393.257324
	Iteration 46Q: 3 clusters Score -908085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -908088.875000 Penalty: 4393.257324
	Iteration 47Q: 3 clusters Score -908088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -908087.000000 Penalty: 4393.257324
	Iteration 48Q: 3 clusters Score -908087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -908088.687500 Penalty: 4393.257324
	Iteration 49Q: 3 clusters Score -908088.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -908090.875000 Penalty: 4393.257324
	Iteration 50Q: 3 clusters Score -908090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -908094.125000 Penalty: 4393.257324
	Iteration 51Q: 3 clusters Score -908094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -908096.125000 Penalty: 4393.257324
	Iteration 52Q: 3 clusters Score -908096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -908097.750000 Penalty: 4393.257324
	Iteration 53Q: 3 clusters Score -908097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -908098.437500 Penalty: 4393.257324
	Iteration 54Q: 3 clusters Score -908098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -908099.312500 Penalty: 4393.257324
	Iteration 55Q: 3 clusters Score -908099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -908102.437500 Penalty: 4393.257324
	Iteration 56Q: 3 clusters Score -908102.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -908104.312500 Penalty: 4393.257324
	Iteration 57Q: 3 clusters Score -908104.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -908105.625000 Penalty: 4393.257324
	Iteration 58Q: 3 clusters Score -908105.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -908108.812500 Penalty: 4393.257324
	Iteration 59Q: 3 clusters Score -908108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -908111.062500 Penalty: 4393.257324
	Iteration 60F: 3 clusters Score -908111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -446441.031250 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -446441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -442776.906250 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -442776.9 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443795.906250 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -443795.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444048.843750 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -444048.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -444232.656250 Penalty: 4069.788330
	Iteration 3F: 3 clusters Score -444232.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -444392.968750 Penalty: 4069.788330
	Iteration 4Q: 3 clusters Score -444393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -444540.312500 Penalty: 4069.788330
	Iteration 5Q: 3 clusters Score -444540.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -444675.062500 Penalty: 4069.788330
	Iteration 6Q: 3 clusters Score -444675.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -444785.093750 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -444785.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -444866.812500 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -444866.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -444930.750000 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -444930.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -444982.812500 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -444982.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -445035.250000 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -445035.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -445101.406250 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -445101.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -445164.093750 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -445164.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -445207.718750 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -445207.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -445236.343750 Penalty: 4069.788330
	Iteration 15Q: 3 clusters Score -445236.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -445257.187500 Penalty: 4069.788330
	Iteration 16Q: 3 clusters Score -445257.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -445272.750000 Penalty: 4069.788330
	Iteration 17Q: 3 clusters Score -445272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -445285.062500 Penalty: 4069.788330
	Iteration 18Q: 3 clusters Score -445285.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -445296.781250 Penalty: 4069.788330
	Iteration 19Q: 3 clusters Score -445296.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -445310.062500 Penalty: 4069.788330
	Iteration 20F: 3 clusters Score -445310.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -445324.062500 Penalty: 4069.788330
	Iteration 21Q: 3 clusters Score -445324.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -445334.875000 Penalty: 4069.788330
	Iteration 22Q: 3 clusters Score -445334.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -445344.250000 Penalty: 4069.788330
	Iteration 23Q: 3 clusters Score -445344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -445353.000000 Penalty: 4069.788330
	Iteration 24Q: 3 clusters Score -445353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -445361.875000 Penalty: 4069.788330
	Iteration 25Q: 3 clusters Score -445361.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -445376.093750 Penalty: 4069.788330
	Iteration 26Q: 3 clusters Score -445376.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -445391.281250 Penalty: 4069.788330
	Iteration 27Q: 3 clusters Score -445391.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -445404.937500 Penalty: 4069.788330
	Iteration 28Q: 3 clusters Score -445404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -445420.843750 Penalty: 4069.788330
	Iteration 29Q: 3 clusters Score -445420.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -445433.531250 Penalty: 4069.788330
	Iteration 30Q: 3 clusters Score -445433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -445448.406250 Penalty: 4069.788330
	Iteration 31Q: 3 clusters Score -445448.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -445462.781250 Penalty: 4069.788330
	Iteration 32Q: 3 clusters Score -445462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -445482.875000 Penalty: 4069.788330
	Iteration 33Q: 3 clusters Score -445482.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -445497.031250 Penalty: 4069.788330
	Iteration 34Q: 3 clusters Score -445497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -445508.156250 Penalty: 4069.788330
	Iteration 35Q: 3 clusters Score -445508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -445517.281250 Penalty: 4069.788330
	Iteration 36Q: 3 clusters Score -445517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -445521.062500 Penalty: 4069.788330
	Iteration 37Q: 3 clusters Score -445521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -445526.875000 Penalty: 4069.788330
	Iteration 38Q: 3 clusters Score -445526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -445534.468750 Penalty: 4069.788330
	Iteration 39Q: 3 clusters Score -445534.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -445538.562500 Penalty: 4069.788330
	Iteration 40F: 3 clusters Score -445538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -445540.468750 Penalty: 4069.788330
	Iteration 41Q: 3 clusters Score -445540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -445541.281250 Penalty: 4069.788330
	Iteration 42Q: 3 clusters Score -445541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -445541.218750 Penalty: 4069.788330
	Iteration 43Q: 3 clusters Score -445541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -445541.218750 Penalty: 4069.788330
	Iteration 44F: 3 clusters Score -445541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -618591.312500 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -618591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -614015.312500 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -614015.3 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -615232.562500 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -615232.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -615572.125000 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -615572.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -615866.562500 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -615866.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -616121.875000 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -616121.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -616342.000000 Penalty: 4236.484863
	Iteration 5F: 3 clusters Score -616342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -616518.625000 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -616518.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -616665.000000 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -616665 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -616795.500000 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -616795.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -616918.687500 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -616918.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -617018.875000 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -617018.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -617111.562500 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -617111.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -617187.250000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -617187.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -617250.312500 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -617250.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -617301.812500 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -617301.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -617348.750000 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -617348.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -617375.375000 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -617375.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -617398.500000 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -617398.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -617416.125000 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -617416.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -617425.500000 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -617425.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -617434.625000 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -617434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -617441.437500 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -617441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -617445.812500 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -617445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -617452.937500 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -617452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -617455.937500 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -617455.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -617461.062500 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -617461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -617462.625000 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -617462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -617466.250000 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -617466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -617467.250000 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -617467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -617470.312500 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -617470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -617470.562500 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -617470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -617470.625000 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -617470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -617472.312500 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -617472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -617471.562500 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -617471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -617472.437500 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -617472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -617472.437500 Penalty: 4236.484863
	Iteration 35F: 3 clusters Score -617472.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -567880.062500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -567880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -563720.625000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -563720.6 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -564796.562500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -564796.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -565093.250000 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -565093.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -565342.812500 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -565342.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -565547.937500 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -565547.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -565737.750000 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -565737.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -565916.125000 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -565916.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -566056.125000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -566056.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -566168.937500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -566168.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -566265.875000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -566265.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -566328.500000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -566328.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -566374.062500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -566374.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -566404.875000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -566404.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -566424.437500 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -566424.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -566437.437500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -566437.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -566449.812500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -566449.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -566457.875000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -566457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -566464.687500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -566464.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -566471.437500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -566471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -566478.687500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -566478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -566482.187500 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -566482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -566485.125000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -566485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -566487.312500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -566487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -566487.875000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -566487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -566489.500000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -566489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -566490.500000 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -566490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -566490.062500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -566490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -566491.250000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -566491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -566491.437500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -566491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -566491.687500 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -566491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -566491.687500 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -566491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -566493.312500 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -566493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -566493.062500 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -566493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -566493.687500 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -566493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -566494.000000 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -566494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -566495.937500 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -566495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -566494.875000 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -566494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -566494.812500 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -566494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -566496.375000 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -566496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -566497.500000 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -566497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -566497.500000 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -566497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -566498.312500 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -566498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -566498.312500 Penalty: 4167.729004
	Iteration 42F: 3 clusters Score -566498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -360457.250000 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -360457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -357326.593750 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -357326.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -357973.156250 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -357973.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -358147.312500 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -358147.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -358225.718750 Penalty: 3933.203857
	Iteration 3Q: 3 clusters Score -358225.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -358288.250000 Penalty: 3933.203857
	Iteration 4Q: 3 clusters Score -358288.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -358338.281250 Penalty: 3933.203857
	Iteration 5Q: 3 clusters Score -358338.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -358380.625000 Penalty: 3933.203857
	Iteration 6Q: 3 clusters Score -358380.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -358416.343750 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -358416.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -358444.343750 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -358444.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -358463.093750 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -358463.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -358479.687500 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -358479.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -358490.843750 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -358490.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -358500.250000 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -358500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -358509.156250 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -358509.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -358517.343750 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -358517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -358523.781250 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -358523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -358528.000000 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -358528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -358532.281250 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -358532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -358534.812500 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -358534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -358537.437500 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -358537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -358539.500000 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -358539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -358539.562500 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -358539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -358540.031250 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -358540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -358540.437500 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -358540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -358541.218750 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -358541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358541.406250 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -358541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358541.406250 Penalty: 3933.203857
	Iteration 26F: 3 clusters Score -358541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -75649.304688 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -75649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74322.109375 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -74322.11 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74994.625000 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -74994.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75334.765625 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -75334.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75490.023438 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -75490.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75597.351562 Penalty: 3226.868896
	Iteration 4Q: 3 clusters Score -75597.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75680.351562 Penalty: 3226.868896
	Iteration 5Q: 3 clusters Score -75680.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75770.781250 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -75770.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75847.632812 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -75847.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75880.125000 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -75880.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75915.078125 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -75915.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75939.648438 Penalty: 3226.868896
	Iteration 10Q: 3 clusters Score -75939.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75959.046875 Penalty: 3226.868896
	Iteration 11Q: 3 clusters Score -75959.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75979.218750 Penalty: 3226.868896
	Iteration 12Q: 3 clusters Score -75979.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76009.164062 Penalty: 3226.868896
	Iteration 13Q: 3 clusters Score -76009.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76029.132812 Penalty: 3226.868896
	Iteration 14Q: 3 clusters Score -76029.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76049.273438 Penalty: 3226.868896
	Iteration 15Q: 3 clusters Score -76049.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76065.921875 Penalty: 3226.868896
	Iteration 16Q: 3 clusters Score -76065.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76068.187500 Penalty: 3226.868896
	Iteration 17Q: 3 clusters Score -76068.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76068.187500 Penalty: 3226.868896
	Iteration 18F: 3 clusters Score -76068.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 51350 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 91035 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 164418 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18155 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 458 members 
Mstep: Class 43 contains 211 members 
Entering Unmasked Estep 
Score: -111270448.000000 Penalty: 145996.140625
Splitting cluster 42 changes total score from -111271632.000000 to -111270448.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 51350 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 91035 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 164418 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18155 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271632.000000 Penalty: 142600.890625
Iteration 119Q: 43 clusters Score -1.112716e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29806 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 46773 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 51366 members 
Mstep: Class 11 contains 22966 members 
Mstep: Class 12 contains 91041 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52217 members 
Mstep: Class 16 contains 12448 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 164410 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83415 members 
Mstep: Class 23 contains 19650 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 18151 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7901 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113286 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3657 members 
Mstep: Class 39 contains 5130 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271568.000000 Penalty: 142600.890625
Iteration 120F: 43 clusters Score -1.112716e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29777 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 51385 members 
Mstep: Class 11 contains 22942 members 
Mstep: Class 12 contains 91051 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52213 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 164401 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83411 members 
Mstep: Class 23 contains 19632 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18153 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113291 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7026 members 
Mstep: Class 38 contains 3658 members 
Mstep: Class 39 contains 5153 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271552.000000 Penalty: 142600.890625
Iteration 121Q: 43 clusters Score -1.112716e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29763 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 46762 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6689 members 
Mstep: Class 10 contains 51404 members 
Mstep: Class 11 contains 22918 members 
Mstep: Class 12 contains 91052 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52211 members 
Mstep: Class 16 contains 12456 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7423 members 
Mstep: Class 20 contains 164395 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83414 members 
Mstep: Class 23 contains 19608 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18148 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7894 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113287 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7027 members 
Mstep: Class 38 contains 3659 members 
Mstep: Class 39 contains 5178 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271608.000000 Penalty: 142600.890625
Iteration 122Q: 43 clusters Score -1.112716e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29754 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 46758 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 10 contains 51417 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 91056 members 
Mstep: Class 13 contains 17214 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52209 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7443 members 
Mstep: Class 20 contains 164389 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83410 members 
Mstep: Class 23 contains 19592 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18142 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5170 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7895 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113282 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7028 members 
Mstep: Class 38 contains 3661 members 
Mstep: Class 39 contains 5201 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271640.000000 Penalty: 142600.890625
Iteration 123Q: 43 clusters Score -1.112716e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29740 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 46752 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 10 contains 51427 members 
Mstep: Class 11 contains 22872 members 
Mstep: Class 12 contains 91061 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52208 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 164383 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83415 members 
Mstep: Class 23 contains 19579 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18129 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7897 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7028 members 
Mstep: Class 38 contains 3663 members 
Mstep: Class 39 contains 5218 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271568.000000 Penalty: 142600.890625
Iteration 124Q: 43 clusters Score -1.112716e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29721 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 46750 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 10 contains 51430 members 
Mstep: Class 11 contains 22853 members 
Mstep: Class 12 contains 91064 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52207 members 
Mstep: Class 16 contains 12464 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 164375 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83415 members 
Mstep: Class 23 contains 19571 members 
Mstep: Class 24 contains 9372 members 
Mstep: Class 25 contains 18122 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7897 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113283 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7028 members 
Mstep: Class 38 contains 3667 members 
Mstep: Class 39 contains 5233 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271632.000000 Penalty: 142600.890625
Iteration 125Q: 43 clusters Score -1.112716e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29701 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 46748 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 10 contains 51430 members 
Mstep: Class 11 contains 22843 members 
Mstep: Class 12 contains 91072 members 
Mstep: Class 13 contains 17199 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52204 members 
Mstep: Class 16 contains 12467 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 164366 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83418 members 
Mstep: Class 23 contains 19558 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18111 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 5230 members 
Mstep: Class 29 contains 11440 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7901 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113282 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7029 members 
Mstep: Class 38 contains 3675 members 
Mstep: Class 39 contains 5244 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271608.000000 Penalty: 142600.890625
Iteration 126Q: 43 clusters Score -1.112716e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29695 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 46747 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 51431 members 
Mstep: Class 11 contains 22833 members 
Mstep: Class 12 contains 91075 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52205 members 
Mstep: Class 16 contains 12475 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 164356 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83421 members 
Mstep: Class 23 contains 19540 members 
Mstep: Class 24 contains 9369 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2609 members 
Mstep: Class 28 contains 5247 members 
Mstep: Class 29 contains 11440 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7903 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113281 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7030 members 
Mstep: Class 38 contains 3676 members 
Mstep: Class 39 contains 5256 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271616.000000 Penalty: 142600.890625
Iteration 127Q: 43 clusters Score -1.112716e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 46744 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 10 contains 51426 members 
Mstep: Class 11 contains 22824 members 
Mstep: Class 12 contains 91087 members 
Mstep: Class 13 contains 17196 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52202 members 
Mstep: Class 16 contains 12480 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 164348 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83421 members 
Mstep: Class 23 contains 19541 members 
Mstep: Class 24 contains 9369 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 2608 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 11439 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113284 members 
Mstep: Class 35 contains 4202 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7030 members 
Mstep: Class 38 contains 3681 members 
Mstep: Class 39 contains 5265 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2779 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271656.000000 Penalty: 142600.890625
Iteration 128Q: 43 clusters Score -1.112717e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29652 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46741 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 51432 members 
Mstep: Class 11 contains 22812 members 
Mstep: Class 12 contains 91091 members 
Mstep: Class 13 contains 17196 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52201 members 
Mstep: Class 16 contains 12480 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 20 contains 164344 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83420 members 
Mstep: Class 23 contains 19528 members 
Mstep: Class 24 contains 9369 members 
Mstep: Class 25 contains 18111 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 5277 members 
Mstep: Class 29 contains 11439 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113287 members 
Mstep: Class 35 contains 4203 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7031 members 
Mstep: Class 38 contains 3680 members 
Mstep: Class 39 contains 5281 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2780 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271608.000000 Penalty: 142600.890625
Iteration 129Q: 43 clusters Score -1.112716e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 46742 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 10 contains 51424 members 
Mstep: Class 11 contains 22807 members 
Mstep: Class 12 contains 91097 members 
Mstep: Class 13 contains 17192 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52200 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 164336 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83426 members 
Mstep: Class 23 contains 19521 members 
Mstep: Class 24 contains 9368 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 5294 members 
Mstep: Class 29 contains 11439 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7895 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113286 members 
Mstep: Class 35 contains 4205 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7032 members 
Mstep: Class 38 contains 3684 members 
Mstep: Class 39 contains 5290 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2780 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271648.000000 Penalty: 142600.890625
Iteration 130Q: 43 clusters Score -1.112716e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29639 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 46742 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 51422 members 
Mstep: Class 11 contains 22806 members 
Mstep: Class 12 contains 91095 members 
Mstep: Class 13 contains 17191 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52198 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 164336 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83430 members 
Mstep: Class 23 contains 19503 members 
Mstep: Class 24 contains 9369 members 
Mstep: Class 25 contains 18103 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 11440 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7898 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113285 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7032 members 
Mstep: Class 38 contains 3684 members 
Mstep: Class 39 contains 5298 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2781 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271680.000000 Penalty: 142600.890625
Iteration 131Q: 43 clusters Score -1.112717e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29622 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 46742 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51420 members 
Mstep: Class 11 contains 22803 members 
Mstep: Class 12 contains 91099 members 
Mstep: Class 13 contains 17191 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12481 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7566 members 
Mstep: Class 20 contains 164331 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83430 members 
Mstep: Class 23 contains 19504 members 
Mstep: Class 24 contains 9369 members 
Mstep: Class 25 contains 18104 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113290 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7032 members 
Mstep: Class 38 contains 3683 members 
Mstep: Class 39 contains 5300 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271600.000000 Penalty: 142600.890625
Iteration 132Q: 43 clusters Score -1.112716e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29613 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 46741 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 51430 members 
Mstep: Class 11 contains 22786 members 
Mstep: Class 12 contains 91101 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12482 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7574 members 
Mstep: Class 20 contains 164324 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83424 members 
Mstep: Class 23 contains 19503 members 
Mstep: Class 24 contains 9368 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113298 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7032 members 
Mstep: Class 38 contains 3688 members 
Mstep: Class 39 contains 5305 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271504.000000 Penalty: 142600.890625
Iteration 133Q: 43 clusters Score -1.112715e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29596 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 46738 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51429 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 91106 members 
Mstep: Class 13 contains 17184 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52197 members 
Mstep: Class 16 contains 12484 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7583 members 
Mstep: Class 20 contains 164327 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83426 members 
Mstep: Class 23 contains 19507 members 
Mstep: Class 24 contains 9367 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5332 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7897 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113299 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7033 members 
Mstep: Class 38 contains 3686 members 
Mstep: Class 39 contains 5308 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271608.000000 Penalty: 142600.890625
Iteration 134Q: 43 clusters Score -1.112716e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29580 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 51432 members 
Mstep: Class 11 contains 22765 members 
Mstep: Class 12 contains 91112 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12486 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 164331 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83426 members 
Mstep: Class 23 contains 19513 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7897 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3687 members 
Mstep: Class 39 contains 5309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271680.000000 Penalty: 142600.890625
Iteration 135Q: 43 clusters Score -1.112717e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29571 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 46735 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51440 members 
Mstep: Class 11 contains 22754 members 
Mstep: Class 12 contains 91114 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12489 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 164329 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83423 members 
Mstep: Class 23 contains 19509 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5340 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113303 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3688 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271672.000000 Penalty: 142600.890625
Iteration 136Q: 43 clusters Score -1.112717e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 46735 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51451 members 
Mstep: Class 11 contains 22736 members 
Mstep: Class 12 contains 91120 members 
Mstep: Class 13 contains 17179 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 164323 members 
Mstep: Class 21 contains 14649 members 
Mstep: Class 22 contains 83423 members 
Mstep: Class 23 contains 19509 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5345 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7898 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113303 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3688 members 
Mstep: Class 39 contains 5316 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271704.000000 Penalty: 142600.890625
Iteration 137Q: 43 clusters Score -1.112717e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29554 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51465 members 
Mstep: Class 11 contains 22719 members 
Mstep: Class 12 contains 91123 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83420 members 
Mstep: Class 23 contains 19504 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3689 members 
Mstep: Class 39 contains 5321 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271672.000000 Penalty: 142600.890625
Iteration 138Q: 43 clusters Score -1.112717e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29549 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46738 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51473 members 
Mstep: Class 11 contains 22708 members 
Mstep: Class 12 contains 91123 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52196 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 164318 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83420 members 
Mstep: Class 23 contains 19501 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18110 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5353 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3689 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271752.000000 Penalty: 142600.890625
Iteration 139Q: 43 clusters Score -1.112718e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29541 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46739 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51480 members 
Mstep: Class 11 contains 22695 members 
Mstep: Class 12 contains 91125 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52195 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 164314 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83422 members 
Mstep: Class 23 contains 19495 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18112 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5359 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7900 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113302 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3690 members 
Mstep: Class 39 contains 5327 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271720.000000 Penalty: 142600.890625
Iteration 140F: 43 clusters Score -1.112717e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29542 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 46738 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51488 members 
Mstep: Class 11 contains 22683 members 
Mstep: Class 12 contains 91129 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52195 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 164310 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83419 members 
Mstep: Class 23 contains 19492 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18113 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5361 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7902 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113299 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 3690 members 
Mstep: Class 39 contains 5331 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271768.000000 Penalty: 142600.890625
Iteration 141Q: 43 clusters Score -1.112718e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29543 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 46737 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51503 members 
Mstep: Class 11 contains 22663 members 
Mstep: Class 12 contains 91131 members 
Mstep: Class 13 contains 17187 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52194 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 164309 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83418 members 
Mstep: Class 23 contains 19484 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5364 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113297 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3690 members 
Mstep: Class 39 contains 5335 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271688.000000 Penalty: 142600.890625
Iteration 142Q: 43 clusters Score -1.112717e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29539 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 46737 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 10 contains 51523 members 
Mstep: Class 11 contains 22637 members 
Mstep: Class 12 contains 91132 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 164307 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83415 members 
Mstep: Class 23 contains 19484 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113295 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3691 members 
Mstep: Class 39 contains 5337 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271744.000000 Penalty: 142600.890625
Iteration 143Q: 43 clusters Score -1.112717e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 29534 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 46737 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 51540 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 91134 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 164305 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83413 members 
Mstep: Class 23 contains 19485 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18113 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113296 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3692 members 
Mstep: Class 39 contains 5344 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271648.000000 Penalty: 142600.890625
Iteration 144Q: 43 clusters Score -1.112716e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29532 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 51558 members 
Mstep: Class 11 contains 22582 members 
Mstep: Class 12 contains 91135 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 164306 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83413 members 
Mstep: Class 23 contains 19483 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113296 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3694 members 
Mstep: Class 39 contains 5348 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271624.000000 Penalty: 142600.890625
Iteration 145Q: 43 clusters Score -1.112716e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29538 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 51574 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 91135 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 164303 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83411 members 
Mstep: Class 23 contains 19483 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18111 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5386 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113291 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3694 members 
Mstep: Class 39 contains 5351 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271776.000000 Penalty: 142600.890625
Iteration 146Q: 43 clusters Score -1.112718e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29533 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51597 members 
Mstep: Class 11 contains 22531 members 
Mstep: Class 12 contains 91135 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 164300 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83410 members 
Mstep: Class 23 contains 19475 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18110 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5393 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2896 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113292 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5356 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271744.000000 Penalty: 142600.890625
Iteration 147Q: 43 clusters Score -1.112717e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29530 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51604 members 
Mstep: Class 11 contains 22514 members 
Mstep: Class 12 contains 91136 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 164299 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83410 members 
Mstep: Class 23 contains 19482 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18104 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2898 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113294 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5357 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271800.000000 Penalty: 142600.890625
Iteration 148Q: 43 clusters Score -1.112718e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29525 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 46733 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51625 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 91141 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52193 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 164296 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83412 members 
Mstep: Class 23 contains 19482 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5404 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113295 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5357 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271816.000000 Penalty: 142600.890625
Iteration 149Q: 43 clusters Score -1.112718e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29523 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 46729 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6659 members 
Mstep: Class 10 contains 51645 members 
Mstep: Class 11 contains 22467 members 
Mstep: Class 12 contains 91141 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 164294 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83416 members 
Mstep: Class 23 contains 19482 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18100 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5407 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113296 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5358 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271792.000000 Penalty: 142600.890625
Iteration 150Q: 43 clusters Score -1.112718e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29517 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46728 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51661 members 
Mstep: Class 11 contains 22450 members 
Mstep: Class 12 contains 91142 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 164295 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83415 members 
Mstep: Class 23 contains 19485 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18098 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5356 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271808.000000 Penalty: 142600.890625
Iteration 151Q: 43 clusters Score -1.112718e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 46728 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51682 members 
Mstep: Class 11 contains 22430 members 
Mstep: Class 12 contains 91142 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 164293 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83413 members 
Mstep: Class 23 contains 19485 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18097 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113299 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5357 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271832.000000 Penalty: 142600.890625
Iteration 152Q: 43 clusters Score -1.112718e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29513 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46723 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51697 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 91141 members 
Mstep: Class 13 contains 17184 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 164290 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83413 members 
Mstep: Class 23 contains 19485 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18099 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5356 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271944.000000 Penalty: 142600.890625
Iteration 153Q: 43 clusters Score -1.112719e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29511 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46720 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51709 members 
Mstep: Class 11 contains 22401 members 
Mstep: Class 12 contains 91139 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 164288 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83413 members 
Mstep: Class 23 contains 19485 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18103 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 11442 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5356 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271960.000000 Penalty: 142600.890625
Iteration 154Q: 43 clusters Score -1.11272e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29513 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46719 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51713 members 
Mstep: Class 11 contains 22393 members 
Mstep: Class 12 contains 91137 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 164285 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83410 members 
Mstep: Class 23 contains 19486 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18103 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5358 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271952.000000 Penalty: 142600.890625
Iteration 155Q: 43 clusters Score -1.11272e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46717 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51717 members 
Mstep: Class 11 contains 22386 members 
Mstep: Class 12 contains 91137 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 164282 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83412 members 
Mstep: Class 23 contains 19480 members 
Mstep: Class 24 contains 9364 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113302 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5363 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271952.000000 Penalty: 142600.890625
Iteration 156Q: 43 clusters Score -1.11272e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 46715 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51735 members 
Mstep: Class 11 contains 22366 members 
Mstep: Class 12 contains 91137 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52190 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 164281 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83411 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113302 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7035 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5365 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271976.000000 Penalty: 142600.890625
Iteration 157Q: 43 clusters Score -1.11272e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 46714 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51757 members 
Mstep: Class 11 contains 22343 members 
Mstep: Class 12 contains 91138 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52190 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83410 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5367 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272016.000000 Penalty: 142600.890625
Iteration 158Q: 43 clusters Score -1.11272e+08 nChanged 44
Entering ConstructFrom: 
Score: -111272016.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -2902739.000000 Penalty: 2485.781494
	Iteration 0F: 2 clusters Score -2902739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2887146.750000 Penalty: 4971.562988
	Iteration 0F: 3 clusters Score -2887147 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2892816.750000 Penalty: 4971.562988
	Iteration 1F: 3 clusters Score -2892817 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2894025.750000 Penalty: 4971.562988
	Iteration 2F: 3 clusters Score -2894026 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2895484.750000 Penalty: 4971.562988
	Iteration 3F: 3 clusters Score -2895485 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2897077.750000 Penalty: 4971.562988
	Iteration 4F: 3 clusters Score -2897078 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2898657.000000 Penalty: 4971.562988
	Iteration 5F: 3 clusters Score -2898657 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2900013.750000 Penalty: 4971.562988
	Iteration 6F: 3 clusters Score -2900014 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2900988.000000 Penalty: 4971.562988
	Iteration 7F: 3 clusters Score -2900988 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2901654.750000 Penalty: 4971.562988
	Iteration 8Q: 3 clusters Score -2901655 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2902158.750000 Penalty: 4971.562988
	Iteration 9Q: 3 clusters Score -2902159 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2902485.500000 Penalty: 4971.562988
	Iteration 10Q: 3 clusters Score -2902486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2902611.500000 Penalty: 4971.562988
	Iteration 11Q: 3 clusters Score -2902612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2902693.000000 Penalty: 4971.562988
	Iteration 12Q: 3 clusters Score -2902693 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2902736.000000 Penalty: 4971.562988
	Iteration 13Q: 3 clusters Score -2902736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2902769.250000 Penalty: 4971.562988
	Iteration 14Q: 3 clusters Score -2902769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2902792.750000 Penalty: 4971.562988
	Iteration 15Q: 3 clusters Score -2902793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2902792.500000 Penalty: 4971.562988
	Iteration 16Q: 3 clusters Score -2902792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2902801.500000 Penalty: 4971.562988
	Iteration 17Q: 3 clusters Score -2902802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2902802.750000 Penalty: 4971.562988
	Iteration 18Q: 3 clusters Score -2902803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2902808.250000 Penalty: 4971.562988
	Iteration 19Q: 3 clusters Score -2902808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2902808.250000 Penalty: 4971.562988
	Iteration 20F: 3 clusters Score -2902808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2902806.000000 Penalty: 4971.562988
	Iteration 21Q: 3 clusters Score -2902806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2902806.250000 Penalty: 4971.562988
	Iteration 22Q: 3 clusters Score -2902806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2902810.500000 Penalty: 4971.562988
	Iteration 23Q: 3 clusters Score -2902810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2902807.750000 Penalty: 4971.562988
	Iteration 24Q: 3 clusters Score -2902808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2902809.250000 Penalty: 4971.562988
	Iteration 25Q: 3 clusters Score -2902809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2902812.000000 Penalty: 4971.562988
	Iteration 26Q: 3 clusters Score -2902812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2902810.000000 Penalty: 4971.562988
	Iteration 27Q: 3 clusters Score -2902810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2902812.000000 Penalty: 4971.562988
	Iteration 28Q: 3 clusters Score -2902812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2902815.000000 Penalty: 4971.562988
	Iteration 29Q: 3 clusters Score -2902815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2902817.000000 Penalty: 4971.562988
	Iteration 30Q: 3 clusters Score -2902817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2902818.000000 Penalty: 4971.562988
	Iteration 31Q: 3 clusters Score -2902818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2902818.000000 Penalty: 4971.562988
	Iteration 32Q: 3 clusters Score -2902818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2902818.750000 Penalty: 4971.562988
	Iteration 33Q: 3 clusters Score -2902819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2902818.750000 Penalty: 4971.562988
	Iteration 34F: 3 clusters Score -2902819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51777 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83409 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 1475 members 
Entering Unmasked Estep 
Score: -111270984.000000 Penalty: 145996.140625
Splitting cluster 1 changes total score from -111272016.000000 to -111270984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -160182.406250 Penalty: 1813.843872
	Iteration 0F: 2 clusters Score -160182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158014.375000 Penalty: 3627.687744
	Iteration 0F: 3 clusters Score -158014.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -158820.640625 Penalty: 3627.687744
	Iteration 1F: 3 clusters Score -158820.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -159280.468750 Penalty: 3627.687744
	Iteration 2F: 3 clusters Score -159280.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -159562.328125 Penalty: 3627.687744
	Iteration 3F: 3 clusters Score -159562.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -159704.937500 Penalty: 3627.687744
	Iteration 4F: 3 clusters Score -159704.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -159781.500000 Penalty: 3627.687744
	Iteration 5Q: 3 clusters Score -159781.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -159834.828125 Penalty: 3627.687744
	Iteration 6Q: 3 clusters Score -159834.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -159897.796875 Penalty: 3627.687744
	Iteration 7Q: 3 clusters Score -159897.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -159939.359375 Penalty: 3627.687744
	Iteration 8Q: 3 clusters Score -159939.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -159965.078125 Penalty: 3627.687744
	Iteration 9Q: 3 clusters Score -159965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -159980.968750 Penalty: 3627.687744
	Iteration 10Q: 3 clusters Score -159981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -159995.843750 Penalty: 3627.687744
	Iteration 11Q: 3 clusters Score -159995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160000.531250 Penalty: 3627.687744
	Iteration 12Q: 3 clusters Score -160000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160004.484375 Penalty: 3627.687744
	Iteration 13Q: 3 clusters Score -160004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160007.015625 Penalty: 3627.687744
	Iteration 14Q: 3 clusters Score -160007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160008.578125 Penalty: 3627.687744
	Iteration 15Q: 3 clusters Score -160008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160012.312500 Penalty: 3627.687744
	Iteration 16Q: 3 clusters Score -160012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160016.687500 Penalty: 3627.687744
	Iteration 17Q: 3 clusters Score -160016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -160021.343750 Penalty: 3627.687744
	Iteration 18Q: 3 clusters Score -160021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -160022.843750 Penalty: 3627.687744
	Iteration 19Q: 3 clusters Score -160022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160024.359375 Penalty: 3627.687744
	Iteration 20F: 3 clusters Score -160024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160025.015625 Penalty: 3627.687744
	Iteration 21Q: 3 clusters Score -160025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160025.828125 Penalty: 3627.687744
	Iteration 22Q: 3 clusters Score -160025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160026.328125 Penalty: 3627.687744
	Iteration 23Q: 3 clusters Score -160026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160026.328125 Penalty: 3627.687744
	Iteration 24F: 3 clusters Score -160026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -187252.843750 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -187252.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185125.078125 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -185125.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -186443.453125 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -186443.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186915.609375 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -186915.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187207.437500 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -187207.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187398.125000 Penalty: 3689.438232
	Iteration 4F: 3 clusters Score -187398.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -187468.250000 Penalty: 3689.438232
	Iteration 5Q: 3 clusters Score -187468.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -187529.625000 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -187529.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -187608.953125 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -187609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187649.421875 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -187649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -187669.906250 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -187669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187676.921875 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -187676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187685.062500 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -187685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187691.781250 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -187691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187693.281250 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -187693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187693.750000 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -187693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187693.750000 Penalty: 3689.438232
	Iteration 15F: 3 clusters Score -187693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51777 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83409 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 1010 members 
Entering Unmasked Estep 
Score: -111270912.000000 Penalty: 145996.140625
Splitting cluster 3 changes total score from -111272016.000000 to -111270912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Entering Unmasked Estep 
Score: -3594041.750000 Penalty: 2552.536133
	Iteration 0F: 2 clusters Score -3594042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3573950.250000 Penalty: 5105.072266
	Iteration 0F: 3 clusters Score -3573950 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3581696.750000 Penalty: 5105.072266
	Iteration 1F: 3 clusters Score -3581697 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3582728.750000 Penalty: 5105.072266
	Iteration 2F: 3 clusters Score -3582729 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3583834.000000 Penalty: 5105.072266
	Iteration 3F: 3 clusters Score -3583834 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3585121.250000 Penalty: 5105.072266
	Iteration 4F: 3 clusters Score -3585121 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3586285.250000 Penalty: 5105.072266
	Iteration 5F: 3 clusters Score -3586285 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3587319.500000 Penalty: 5105.072266
	Iteration 6F: 3 clusters Score -3587320 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3588196.750000 Penalty: 5105.072266
	Iteration 7F: 3 clusters Score -3588197 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3588967.000000 Penalty: 5105.072266
	Iteration 8Q: 3 clusters Score -3588967 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3589557.500000 Penalty: 5105.072266
	Iteration 9Q: 3 clusters Score -3589558 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3590018.000000 Penalty: 5105.072266
	Iteration 10Q: 3 clusters Score -3590018 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3590413.250000 Penalty: 5105.072266
	Iteration 11Q: 3 clusters Score -3590413 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3590664.000000 Penalty: 5105.072266
	Iteration 12Q: 3 clusters Score -3590664 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3590844.500000 Penalty: 5105.072266
	Iteration 13Q: 3 clusters Score -3590844 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3590965.500000 Penalty: 5105.072266
	Iteration 14Q: 3 clusters Score -3590966 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3591038.250000 Penalty: 5105.072266
	Iteration 15Q: 3 clusters Score -3591038 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3591124.000000 Penalty: 5105.072266
	Iteration 16Q: 3 clusters Score -3591124 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3591222.750000 Penalty: 5105.072266
	Iteration 17Q: 3 clusters Score -3591223 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3591300.500000 Penalty: 5105.072266
	Iteration 18Q: 3 clusters Score -3591300 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3591379.000000 Penalty: 5105.072266
	Iteration 19Q: 3 clusters Score -3591379 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3591473.000000 Penalty: 5105.072266
	Iteration 20F: 3 clusters Score -3591473 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3591549.250000 Penalty: 5105.072266
	Iteration 21Q: 3 clusters Score -3591549 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3591628.500000 Penalty: 5105.072266
	Iteration 22Q: 3 clusters Score -3591628 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3591701.500000 Penalty: 5105.072266
	Iteration 23Q: 3 clusters Score -3591702 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3591767.000000 Penalty: 5105.072266
	Iteration 24Q: 3 clusters Score -3591767 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3591823.500000 Penalty: 5105.072266
	Iteration 25Q: 3 clusters Score -3591824 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3591875.000000 Penalty: 5105.072266
	Iteration 26Q: 3 clusters Score -3591875 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3591927.750000 Penalty: 5105.072266
	Iteration 27Q: 3 clusters Score -3591928 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3591986.500000 Penalty: 5105.072266
	Iteration 28Q: 3 clusters Score -3591986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3592048.250000 Penalty: 5105.072266
	Iteration 29Q: 3 clusters Score -3592048 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3592102.500000 Penalty: 5105.072266
	Iteration 30Q: 3 clusters Score -3592102 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3592136.500000 Penalty: 5105.072266
	Iteration 31Q: 3 clusters Score -3592136 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3592179.000000 Penalty: 5105.072266
	Iteration 32Q: 3 clusters Score -3592179 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3592206.500000 Penalty: 5105.072266
	Iteration 33Q: 3 clusters Score -3592206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3592237.500000 Penalty: 5105.072266
	Iteration 34Q: 3 clusters Score -3592238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3592269.250000 Penalty: 5105.072266
	Iteration 35Q: 3 clusters Score -3592269 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3592290.000000 Penalty: 5105.072266
	Iteration 36Q: 3 clusters Score -3592290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3592325.000000 Penalty: 5105.072266
	Iteration 37Q: 3 clusters Score -3592325 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3592354.500000 Penalty: 5105.072266
	Iteration 38Q: 3 clusters Score -3592354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3592380.000000 Penalty: 5105.072266
	Iteration 39Q: 3 clusters Score -3592380 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3592399.750000 Penalty: 5105.072266
	Iteration 40F: 3 clusters Score -3592400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3592429.250000 Penalty: 5105.072266
	Iteration 41Q: 3 clusters Score -3592429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3592464.500000 Penalty: 5105.072266
	Iteration 42Q: 3 clusters Score -3592464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3592489.000000 Penalty: 5105.072266
	Iteration 43Q: 3 clusters Score -3592489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3592516.500000 Penalty: 5105.072266
	Iteration 44Q: 3 clusters Score -3592516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3592553.750000 Penalty: 5105.072266
	Iteration 45Q: 3 clusters Score -3592554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3592591.250000 Penalty: 5105.072266
	Iteration 46Q: 3 clusters Score -3592591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3592639.000000 Penalty: 5105.072266
	Iteration 47Q: 3 clusters Score -3592639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3592701.250000 Penalty: 5105.072266
	Iteration 48Q: 3 clusters Score -3592701 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3592756.500000 Penalty: 5105.072266
	Iteration 49Q: 3 clusters Score -3592756 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3592796.500000 Penalty: 5105.072266
	Iteration 50Q: 3 clusters Score -3592796 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3592839.250000 Penalty: 5105.072266
	Iteration 51Q: 3 clusters Score -3592839 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3592870.000000 Penalty: 5105.072266
	Iteration 52Q: 3 clusters Score -3592870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3592905.750000 Penalty: 5105.072266
	Iteration 53Q: 3 clusters Score -3592906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3592921.750000 Penalty: 5105.072266
	Iteration 54Q: 3 clusters Score -3592922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3592931.250000 Penalty: 5105.072266
	Iteration 55Q: 3 clusters Score -3592931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3592948.000000 Penalty: 5105.072266
	Iteration 56Q: 3 clusters Score -3592948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3592958.750000 Penalty: 5105.072266
	Iteration 57Q: 3 clusters Score -3592959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3592959.250000 Penalty: 5105.072266
	Iteration 58Q: 3 clusters Score -3592959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3592955.250000 Penalty: 5105.072266
	Iteration 59Q: 3 clusters Score -3592955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3592960.250000 Penalty: 5105.072266
	Iteration 60F: 3 clusters Score -3592960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3592959.000000 Penalty: 5105.072266
	Iteration 61Q: 3 clusters Score -3592959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3592963.500000 Penalty: 5105.072266
	Iteration 62Q: 3 clusters Score -3592964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3592975.000000 Penalty: 5105.072266
	Iteration 63Q: 3 clusters Score -3592975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3592979.500000 Penalty: 5105.072266
	Iteration 64Q: 3 clusters Score -3592980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3592977.750000 Penalty: 5105.072266
	Iteration 65Q: 3 clusters Score -3592978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3592979.500000 Penalty: 5105.072266
	Iteration 66Q: 3 clusters Score -3592980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3592982.250000 Penalty: 5105.072266
	Iteration 67Q: 3 clusters Score -3592982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3592987.750000 Penalty: 5105.072266
	Iteration 68Q: 3 clusters Score -3592988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3592996.250000 Penalty: 5105.072266
	Iteration 69Q: 3 clusters Score -3592996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3593001.500000 Penalty: 5105.072266
	Iteration 70Q: 3 clusters Score -3593002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3593008.250000 Penalty: 5105.072266
	Iteration 71Q: 3 clusters Score -3593008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3593006.750000 Penalty: 5105.072266
	Iteration 72Q: 3 clusters Score -3593007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3593008.250000 Penalty: 5105.072266
	Iteration 73Q: 3 clusters Score -3593008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3593010.500000 Penalty: 5105.072266
	Iteration 74Q: 3 clusters Score -3593010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3593012.750000 Penalty: 5105.072266
	Iteration 75Q: 3 clusters Score -3593013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3593017.250000 Penalty: 5105.072266
	Iteration 76Q: 3 clusters Score -3593017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3593020.250000 Penalty: 5105.072266
	Iteration 77Q: 3 clusters Score -3593020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3593025.000000 Penalty: 5105.072266
	Iteration 78Q: 3 clusters Score -3593025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3593021.500000 Penalty: 5105.072266
	Iteration 79Q: 3 clusters Score -3593022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3593019.750000 Penalty: 5105.072266
	Iteration 80F: 3 clusters Score -3593020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3593021.000000 Penalty: 5105.072266
	Iteration 81Q: 3 clusters Score -3593021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3593026.250000 Penalty: 5105.072266
	Iteration 82Q: 3 clusters Score -3593026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3593030.750000 Penalty: 5105.072266
	Iteration 83Q: 3 clusters Score -3593031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3593026.500000 Penalty: 5105.072266
	Iteration 84Q: 3 clusters Score -3593026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3593030.750000 Penalty: 5105.072266
	Iteration 85Q: 3 clusters Score -3593031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3593029.500000 Penalty: 5105.072266
	Iteration 86Q: 3 clusters Score -3593030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3593027.500000 Penalty: 5105.072266
	Iteration 87Q: 3 clusters Score -3593028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3593025.750000 Penalty: 5105.072266
	Iteration 88Q: 3 clusters Score -3593026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3593026.250000 Penalty: 5105.072266
	Iteration 89Q: 3 clusters Score -3593026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3593027.750000 Penalty: 5105.072266
	Iteration 90Q: 3 clusters Score -3593028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3593027.750000 Penalty: 5105.072266
	Iteration 91F: 3 clusters Score -3593028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -1030761.687500 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -1030762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1024488.500000 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -1024488 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1026162.562500 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -1026163 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1026425.062500 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -1026425 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1026628.250000 Penalty: 4451.473633
	Iteration 3F: 3 clusters Score -1026628 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1026801.750000 Penalty: 4451.473633
	Iteration 4Q: 3 clusters Score -1026802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1026992.625000 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -1026993 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1027218.437500 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -1027218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1027451.062500 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -1027451 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1027655.750000 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -1027656 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1027865.312500 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -1027865 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1028074.000000 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -1028074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1028269.312500 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -1028269 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1028401.312500 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -1028401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1028507.750000 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -1028508 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1028591.437500 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -1028591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1028663.125000 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -1028663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1028726.187500 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -1028726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1028770.437500 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -1028770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1028811.812500 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -1028812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1028841.562500 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -1028842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1028865.687500 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -1028866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1028887.437500 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -1028887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1028897.937500 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -1028898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1028906.062500 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -1028906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1028919.187500 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -1028919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1028922.125000 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -1028922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1028923.437500 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -1028923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1028923.437500 Penalty: 4451.473633
	Iteration 27F: 3 clusters Score -1028923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Entering Unmasked Estep 
Score: -6055868.500000 Penalty: 2666.440918
	Iteration 0F: 2 clusters Score -6055868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6024290.500000 Penalty: 5332.881836
	Iteration 0F: 3 clusters Score -6024290 nChanged 21520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6036847.000000 Penalty: 5332.881836
	Iteration 1F: 3 clusters Score -6036847 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6038441.000000 Penalty: 5332.881836
	Iteration 2F: 3 clusters Score -6038441 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -6040651.500000 Penalty: 5332.881836
	Iteration 3F: 3 clusters Score -6040652 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6043023.000000 Penalty: 5332.881836
	Iteration 4F: 3 clusters Score -6043023 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6045118.500000 Penalty: 5332.881836
	Iteration 5F: 3 clusters Score -6045118 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6046656.500000 Penalty: 5332.881836
	Iteration 6F: 3 clusters Score -6046656 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -6047715.500000 Penalty: 5332.881836
	Iteration 7Q: 3 clusters Score -6047716 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -6048598.000000 Penalty: 5332.881836
	Iteration 8Q: 3 clusters Score -6048598 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -6049364.000000 Penalty: 5332.881836
	Iteration 9Q: 3 clusters Score -6049364 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -6050139.500000 Penalty: 5332.881836
	Iteration 10Q: 3 clusters Score -6050140 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -6050798.500000 Penalty: 5332.881836
	Iteration 11Q: 3 clusters Score -6050798 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -6051357.000000 Penalty: 5332.881836
	Iteration 12Q: 3 clusters Score -6051357 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6051817.500000 Penalty: 5332.881836
	Iteration 13Q: 3 clusters Score -6051818 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -6052181.500000 Penalty: 5332.881836
	Iteration 14Q: 3 clusters Score -6052182 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -6052440.000000 Penalty: 5332.881836
	Iteration 15Q: 3 clusters Score -6052440 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -6052695.500000 Penalty: 5332.881836
	Iteration 16Q: 3 clusters Score -6052696 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -6052909.500000 Penalty: 5332.881836
	Iteration 17Q: 3 clusters Score -6052910 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6053081.500000 Penalty: 5332.881836
	Iteration 18Q: 3 clusters Score -6053082 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -6053197.500000 Penalty: 5332.881836
	Iteration 19Q: 3 clusters Score -6053198 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -6053317.000000 Penalty: 5332.881836
	Iteration 20F: 3 clusters Score -6053317 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6053476.000000 Penalty: 5332.881836
	Iteration 21Q: 3 clusters Score -6053476 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -6053672.000000 Penalty: 5332.881836
	Iteration 22Q: 3 clusters Score -6053672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -6053839.500000 Penalty: 5332.881836
	Iteration 23Q: 3 clusters Score -6053840 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -6053957.000000 Penalty: 5332.881836
	Iteration 24Q: 3 clusters Score -6053957 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -6054044.500000 Penalty: 5332.881836
	Iteration 25Q: 3 clusters Score -6054044 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6054153.500000 Penalty: 5332.881836
	Iteration 26Q: 3 clusters Score -6054154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -6054206.500000 Penalty: 5332.881836
	Iteration 27Q: 3 clusters Score -6054206 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6054214.000000 Penalty: 5332.881836
	Iteration 28Q: 3 clusters Score -6054214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -6054247.000000 Penalty: 5332.881836
	Iteration 29Q: 3 clusters Score -6054247 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -6054271.000000 Penalty: 5332.881836
	Iteration 30Q: 3 clusters Score -6054271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6054292.500000 Penalty: 5332.881836
	Iteration 31Q: 3 clusters Score -6054292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6054299.000000 Penalty: 5332.881836
	Iteration 32Q: 3 clusters Score -6054299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6054289.000000 Penalty: 5332.881836
	Iteration 33Q: 3 clusters Score -6054289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6054305.500000 Penalty: 5332.881836
	Iteration 34Q: 3 clusters Score -6054306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6054323.000000 Penalty: 5332.881836
	Iteration 35Q: 3 clusters Score -6054323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6054332.000000 Penalty: 5332.881836
	Iteration 36Q: 3 clusters Score -6054332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6054351.500000 Penalty: 5332.881836
	Iteration 37Q: 3 clusters Score -6054352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6054354.000000 Penalty: 5332.881836
	Iteration 38Q: 3 clusters Score -6054354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6054355.500000 Penalty: 5332.881836
	Iteration 39Q: 3 clusters Score -6054356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6054358.500000 Penalty: 5332.881836
	Iteration 40F: 3 clusters Score -6054358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6054348.000000 Penalty: 5332.881836
	Iteration 41Q: 3 clusters Score -6054348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6054358.000000 Penalty: 5332.881836
	Iteration 42Q: 3 clusters Score -6054358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6054366.500000 Penalty: 5332.881836
	Iteration 43Q: 3 clusters Score -6054366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6054375.500000 Penalty: 5332.881836
	Iteration 44Q: 3 clusters Score -6054376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6054370.500000 Penalty: 5332.881836
	Iteration 45Q: 3 clusters Score -6054370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6054382.000000 Penalty: 5332.881836
	Iteration 46Q: 3 clusters Score -6054382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -6054381.500000 Penalty: 5332.881836
	Iteration 47Q: 3 clusters Score -6054382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6054383.500000 Penalty: 5332.881836
	Iteration 48Q: 3 clusters Score -6054384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6054385.000000 Penalty: 5332.881836
	Iteration 49Q: 3 clusters Score -6054385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6054385.500000 Penalty: 5332.881836
	Iteration 50Q: 3 clusters Score -6054386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6054381.000000 Penalty: 5332.881836
	Iteration 51Q: 3 clusters Score -6054381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6054388.500000 Penalty: 5332.881836
	Iteration 52Q: 3 clusters Score -6054388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6054384.000000 Penalty: 5332.881836
	Iteration 53Q: 3 clusters Score -6054384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6054385.500000 Penalty: 5332.881836
	Iteration 54Q: 3 clusters Score -6054386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6054385.500000 Penalty: 5332.881836
	Iteration 55Q: 3 clusters Score -6054386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6054386.000000 Penalty: 5332.881836
	Iteration 56Q: 3 clusters Score -6054386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6054387.500000 Penalty: 5332.881836
	Iteration 57Q: 3 clusters Score -6054388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6054390.500000 Penalty: 5332.881836
	Iteration 58Q: 3 clusters Score -6054390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6054397.000000 Penalty: 5332.881836
	Iteration 59Q: 3 clusters Score -6054397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6054394.500000 Penalty: 5332.881836
	Iteration 60F: 3 clusters Score -6054394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6054397.500000 Penalty: 5332.881836
	Iteration 61Q: 3 clusters Score -6054398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6054407.000000 Penalty: 5332.881836
	Iteration 62Q: 3 clusters Score -6054407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6054394.000000 Penalty: 5332.881836
	Iteration 63Q: 3 clusters Score -6054394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6054398.500000 Penalty: 5332.881836
	Iteration 64Q: 3 clusters Score -6054398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6054399.000000 Penalty: 5332.881836
	Iteration 65Q: 3 clusters Score -6054399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6054398.000000 Penalty: 5332.881836
	Iteration 66Q: 3 clusters Score -6054398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6054402.000000 Penalty: 5332.881836
	Iteration 67Q: 3 clusters Score -6054402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6054395.000000 Penalty: 5332.881836
	Iteration 68Q: 3 clusters Score -6054395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6054399.500000 Penalty: 5332.881836
	Iteration 69Q: 3 clusters Score -6054400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6054398.500000 Penalty: 5332.881836
	Iteration 70Q: 3 clusters Score -6054398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6054400.000000 Penalty: 5332.881836
	Iteration 71Q: 3 clusters Score -6054400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6054400.000000 Penalty: 5332.881836
	Iteration 72F: 3 clusters Score -6054400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -701874.375000 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -701874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -697152.250000 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -697152.2 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -698355.250000 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -698355.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -698621.437500 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -698621.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -698790.000000 Penalty: 4264.625977
	Iteration 3F: 3 clusters Score -698790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -698903.500000 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -698903.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -698991.312500 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -698991.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -699051.437500 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -699051.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -699099.812500 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -699099.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -699146.562500 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -699146.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -699191.937500 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -699191.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -699236.187500 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -699236.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -699279.687500 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -699279.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -699314.937500 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -699314.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -699346.187500 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -699346.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -699372.062500 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -699372.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -699399.625000 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -699399.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -699425.062500 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -699425.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -699446.125000 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -699446.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -699462.125000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -699462.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -699477.875000 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -699477.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -699490.250000 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -699490.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -699504.187500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -699504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -699513.000000 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -699513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -699519.875000 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -699519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -699525.375000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -699525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -699529.750000 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -699529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -699537.812500 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -699537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -699539.375000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -699539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -699543.437500 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -699543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -699545.125000 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -699545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -699550.187500 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -699550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -699551.562500 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -699551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -699555.187500 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -699555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -699558.437500 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -699558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -699560.437500 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -699560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -699561.250000 Penalty: 4264.625977
	Iteration 35Q: 3 clusters Score -699561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -699562.437500 Penalty: 4264.625977
	Iteration 36Q: 3 clusters Score -699562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -699565.812500 Penalty: 4264.625977
	Iteration 37Q: 3 clusters Score -699565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -699566.625000 Penalty: 4264.625977
	Iteration 38Q: 3 clusters Score -699566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -699568.187500 Penalty: 4264.625977
	Iteration 39Q: 3 clusters Score -699568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -699569.750000 Penalty: 4264.625977
	Iteration 40F: 3 clusters Score -699569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -699571.625000 Penalty: 4264.625977
	Iteration 41Q: 3 clusters Score -699571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -699574.062500 Penalty: 4264.625977
	Iteration 42Q: 3 clusters Score -699574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -699574.062500 Penalty: 4264.625977
	Iteration 43Q: 3 clusters Score -699574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -699574.062500 Penalty: 4264.625977
	Iteration 44F: 3 clusters Score -699574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -762138.062500 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -762138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -756962.250000 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -756962.2 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -758309.312500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -758309.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -758665.875000 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -758665.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -758971.062500 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -758971.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -759276.250000 Penalty: 4319.403320
	Iteration 4F: 3 clusters Score -759276.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -759576.375000 Penalty: 4319.403320
	Iteration 5F: 3 clusters Score -759576.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -759861.187500 Penalty: 4319.403320
	Iteration 6F: 3 clusters Score -759861.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -760083.937500 Penalty: 4319.403320
	Iteration 7F: 3 clusters Score -760083.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -760265.062500 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -760265.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -760386.750000 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -760386.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -760459.187500 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -760459.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -760495.062500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -760495.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -760517.375000 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -760517.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -760531.937500 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -760531.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -760544.875000 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -760544.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -760555.875000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -760555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -760563.562500 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -760563.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -760568.937500 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -760568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -760572.687500 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -760572.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -760576.437500 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -760576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -760578.750000 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -760578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -760580.750000 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -760580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -760581.125000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -760581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -760580.812500 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -760580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -760581.187500 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -760581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -760581.562500 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -760581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -760582.250000 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -760582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -760583.500000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -760583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -760584.000000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -760584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -760584.000000 Penalty: 4319.403320
	Iteration 29F: 3 clusters Score -760584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -846494.375000 Penalty: 2183.286377
	Iteration 0F: 2 clusters Score -846494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -840924.125000 Penalty: 4366.572754
	Iteration 0F: 3 clusters Score -840924.1 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -842390.312500 Penalty: 4366.572754
	Iteration 1F: 3 clusters Score -842390.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -842639.625000 Penalty: 4366.572754
	Iteration 2F: 3 clusters Score -842639.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -842824.937500 Penalty: 4366.572754
	Iteration 3F: 3 clusters Score -842824.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -842985.375000 Penalty: 4366.572754
	Iteration 4Q: 3 clusters Score -842985.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -843165.937500 Penalty: 4366.572754
	Iteration 5Q: 3 clusters Score -843165.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -843388.687500 Penalty: 4366.572754
	Iteration 6Q: 3 clusters Score -843388.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -843620.375000 Penalty: 4366.572754
	Iteration 7Q: 3 clusters Score -843620.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -843875.437500 Penalty: 4366.572754
	Iteration 8F: 3 clusters Score -843875.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -844118.750000 Penalty: 4366.572754
	Iteration 9F: 3 clusters Score -844118.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -844316.250000 Penalty: 4366.572754
	Iteration 10Q: 3 clusters Score -844316.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -844495.562500 Penalty: 4366.572754
	Iteration 11Q: 3 clusters Score -844495.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -844619.250000 Penalty: 4366.572754
	Iteration 12Q: 3 clusters Score -844619.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -844719.062500 Penalty: 4366.572754
	Iteration 13Q: 3 clusters Score -844719.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -844795.812500 Penalty: 4366.572754
	Iteration 14Q: 3 clusters Score -844795.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -844858.312500 Penalty: 4366.572754
	Iteration 15Q: 3 clusters Score -844858.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -844927.375000 Penalty: 4366.572754
	Iteration 16Q: 3 clusters Score -844927.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -844989.062500 Penalty: 4366.572754
	Iteration 17Q: 3 clusters Score -844989.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -845051.437500 Penalty: 4366.572754
	Iteration 18Q: 3 clusters Score -845051.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -845096.312500 Penalty: 4366.572754
	Iteration 19Q: 3 clusters Score -845096.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -845128.937500 Penalty: 4366.572754
	Iteration 20F: 3 clusters Score -845128.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -845163.875000 Penalty: 4366.572754
	Iteration 21Q: 3 clusters Score -845163.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -845183.437500 Penalty: 4366.572754
	Iteration 22Q: 3 clusters Score -845183.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -845206.250000 Penalty: 4366.572754
	Iteration 23Q: 3 clusters Score -845206.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -845229.125000 Penalty: 4366.572754
	Iteration 24Q: 3 clusters Score -845229.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -845244.562500 Penalty: 4366.572754
	Iteration 25Q: 3 clusters Score -845244.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -845255.500000 Penalty: 4366.572754
	Iteration 26Q: 3 clusters Score -845255.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -845270.625000 Penalty: 4366.572754
	Iteration 27Q: 3 clusters Score -845270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -845283.000000 Penalty: 4366.572754
	Iteration 28Q: 3 clusters Score -845283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -845288.750000 Penalty: 4366.572754
	Iteration 29Q: 3 clusters Score -845288.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -845298.687500 Penalty: 4366.572754
	Iteration 30Q: 3 clusters Score -845298.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -845304.000000 Penalty: 4366.572754
	Iteration 31Q: 3 clusters Score -845304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -845308.687500 Penalty: 4366.572754
	Iteration 32Q: 3 clusters Score -845308.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -845314.500000 Penalty: 4366.572754
	Iteration 33Q: 3 clusters Score -845314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -845315.312500 Penalty: 4366.572754
	Iteration 34Q: 3 clusters Score -845315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -845318.250000 Penalty: 4366.572754
	Iteration 35Q: 3 clusters Score -845318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -845317.937500 Penalty: 4366.572754
	Iteration 36Q: 3 clusters Score -845317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -845321.312500 Penalty: 4366.572754
	Iteration 37Q: 3 clusters Score -845321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -845324.375000 Penalty: 4366.572754
	Iteration 38Q: 3 clusters Score -845324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -845325.187500 Penalty: 4366.572754
	Iteration 39Q: 3 clusters Score -845325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -845326.750000 Penalty: 4366.572754
	Iteration 40F: 3 clusters Score -845326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -845327.875000 Penalty: 4366.572754
	Iteration 41Q: 3 clusters Score -845327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -845330.312500 Penalty: 4366.572754
	Iteration 42Q: 3 clusters Score -845330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -845329.812500 Penalty: 4366.572754
	Iteration 43Q: 3 clusters Score -845329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -845330.625000 Penalty: 4366.572754
	Iteration 44Q: 3 clusters Score -845330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -845331.062500 Penalty: 4366.572754
	Iteration 45Q: 3 clusters Score -845331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -845331.062500 Penalty: 4366.572754
	Iteration 46F: 3 clusters Score -845331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Entering Unmasked Estep 
Score: -6724577.000000 Penalty: 2691.965820
	Iteration 0F: 2 clusters Score -6724577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6689879.500000 Penalty: 5383.931641
	Iteration 0F: 3 clusters Score -6689880 nChanged 23831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -6703191.000000 Penalty: 5383.931641
	Iteration 1F: 3 clusters Score -6703191 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6703806.500000 Penalty: 5383.931641
	Iteration 2Q: 3 clusters Score -6703806 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6704434.000000 Penalty: 5383.931641
	Iteration 3Q: 3 clusters Score -6704434 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -6705148.500000 Penalty: 5383.931641
	Iteration 4Q: 3 clusters Score -6705148 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6705995.000000 Penalty: 5383.931641
	Iteration 5Q: 3 clusters Score -6705995 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6707207.500000 Penalty: 5383.931641
	Iteration 6Q: 3 clusters Score -6707208 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -6708713.000000 Penalty: 5383.931641
	Iteration 7F: 3 clusters Score -6708713 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6710650.000000 Penalty: 5383.931641
	Iteration 8F: 3 clusters Score -6710650 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -6712782.500000 Penalty: 5383.931641
	Iteration 9F: 3 clusters Score -6712782 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -6715154.500000 Penalty: 5383.931641
	Iteration 10F: 3 clusters Score -6715154 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -6717385.000000 Penalty: 5383.931641
	Iteration 11F: 3 clusters Score -6717385 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6719309.500000 Penalty: 5383.931641
	Iteration 12Q: 3 clusters Score -6719310 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6720600.500000 Penalty: 5383.931641
	Iteration 13Q: 3 clusters Score -6720600 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6721288.000000 Penalty: 5383.931641
	Iteration 14Q: 3 clusters Score -6721288 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6721722.000000 Penalty: 5383.931641
	Iteration 15Q: 3 clusters Score -6721722 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6721935.000000 Penalty: 5383.931641
	Iteration 16Q: 3 clusters Score -6721935 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6722068.000000 Penalty: 5383.931641
	Iteration 17Q: 3 clusters Score -6722068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6722136.500000 Penalty: 5383.931641
	Iteration 18Q: 3 clusters Score -6722136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6722183.500000 Penalty: 5383.931641
	Iteration 19Q: 3 clusters Score -6722184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6722209.000000 Penalty: 5383.931641
	Iteration 20F: 3 clusters Score -6722209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6722236.000000 Penalty: 5383.931641
	Iteration 21Q: 3 clusters Score -6722236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6722236.500000 Penalty: 5383.931641
	Iteration 22Q: 3 clusters Score -6722236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6722242.500000 Penalty: 5383.931641
	Iteration 23Q: 3 clusters Score -6722242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6722246.500000 Penalty: 5383.931641
	Iteration 24Q: 3 clusters Score -6722246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6722256.000000 Penalty: 5383.931641
	Iteration 25Q: 3 clusters Score -6722256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6722267.500000 Penalty: 5383.931641
	Iteration 26Q: 3 clusters Score -6722268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6722281.000000 Penalty: 5383.931641
	Iteration 27Q: 3 clusters Score -6722281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6722280.000000 Penalty: 5383.931641
	Iteration 28Q: 3 clusters Score -6722280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6722290.000000 Penalty: 5383.931641
	Iteration 29Q: 3 clusters Score -6722290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6722288.000000 Penalty: 5383.931641
	Iteration 30Q: 3 clusters Score -6722288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6722286.500000 Penalty: 5383.931641
	Iteration 31Q: 3 clusters Score -6722286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6722285.500000 Penalty: 5383.931641
	Iteration 32Q: 3 clusters Score -6722286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6722289.500000 Penalty: 5383.931641
	Iteration 33Q: 3 clusters Score -6722290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6722289.000000 Penalty: 5383.931641
	Iteration 34Q: 3 clusters Score -6722289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6722287.500000 Penalty: 5383.931641
	Iteration 35Q: 3 clusters Score -6722288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6722290.000000 Penalty: 5383.931641
	Iteration 36Q: 3 clusters Score -6722290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6722292.000000 Penalty: 5383.931641
	Iteration 37Q: 3 clusters Score -6722292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6722300.500000 Penalty: 5383.931641
	Iteration 38Q: 3 clusters Score -6722300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6722302.500000 Penalty: 5383.931641
	Iteration 39Q: 3 clusters Score -6722302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6722302.500000 Penalty: 5383.931641
	Iteration 40F: 3 clusters Score -6722302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Entering Unmasked Estep 
Score: -2843702.000000 Penalty: 2483.305176
	Iteration 0F: 2 clusters Score -2843702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2828141.750000 Penalty: 4966.610352
	Iteration 0F: 3 clusters Score -2828142 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2833433.750000 Penalty: 4966.610352
	Iteration 1F: 3 clusters Score -2833434 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2833980.250000 Penalty: 4966.610352
	Iteration 2F: 3 clusters Score -2833980 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2834474.500000 Penalty: 4966.610352
	Iteration 3F: 3 clusters Score -2834474 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2834897.500000 Penalty: 4966.610352
	Iteration 4Q: 3 clusters Score -2834898 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2835254.750000 Penalty: 4966.610352
	Iteration 5Q: 3 clusters Score -2835255 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2835595.250000 Penalty: 4966.610352
	Iteration 6Q: 3 clusters Score -2835595 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2835946.000000 Penalty: 4966.610352
	Iteration 7Q: 3 clusters Score -2835946 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2836286.500000 Penalty: 4966.610352
	Iteration 8Q: 3 clusters Score -2836286 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2836616.750000 Penalty: 4966.610352
	Iteration 9Q: 3 clusters Score -2836617 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2836949.750000 Penalty: 4966.610352
	Iteration 10Q: 3 clusters Score -2836950 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2837229.750000 Penalty: 4966.610352
	Iteration 11Q: 3 clusters Score -2837230 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2837496.000000 Penalty: 4966.610352
	Iteration 12Q: 3 clusters Score -2837496 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2837770.500000 Penalty: 4966.610352
	Iteration 13Q: 3 clusters Score -2837770 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2838058.250000 Penalty: 4966.610352
	Iteration 14Q: 3 clusters Score -2838058 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2838371.750000 Penalty: 4966.610352
	Iteration 15Q: 3 clusters Score -2838372 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2838681.250000 Penalty: 4966.610352
	Iteration 16Q: 3 clusters Score -2838681 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2839011.750000 Penalty: 4966.610352
	Iteration 17Q: 3 clusters Score -2839012 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2839318.250000 Penalty: 4966.610352
	Iteration 18Q: 3 clusters Score -2839318 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2839651.000000 Penalty: 4966.610352
	Iteration 19Q: 3 clusters Score -2839651 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2839921.500000 Penalty: 4966.610352
	Iteration 20F: 3 clusters Score -2839922 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2840139.250000 Penalty: 4966.610352
	Iteration 21Q: 3 clusters Score -2840139 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2840327.000000 Penalty: 4966.610352
	Iteration 22Q: 3 clusters Score -2840327 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2840465.500000 Penalty: 4966.610352
	Iteration 23Q: 3 clusters Score -2840466 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2840604.750000 Penalty: 4966.610352
	Iteration 24Q: 3 clusters Score -2840605 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2840714.250000 Penalty: 4966.610352
	Iteration 25Q: 3 clusters Score -2840714 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2840817.000000 Penalty: 4966.610352
	Iteration 26Q: 3 clusters Score -2840817 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2840898.500000 Penalty: 4966.610352
	Iteration 27Q: 3 clusters Score -2840898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2840956.000000 Penalty: 4966.610352
	Iteration 28Q: 3 clusters Score -2840956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2840996.250000 Penalty: 4966.610352
	Iteration 29Q: 3 clusters Score -2840996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2841043.500000 Penalty: 4966.610352
	Iteration 30Q: 3 clusters Score -2841044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2841078.000000 Penalty: 4966.610352
	Iteration 31Q: 3 clusters Score -2841078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2841112.250000 Penalty: 4966.610352
	Iteration 32Q: 3 clusters Score -2841112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2841140.500000 Penalty: 4966.610352
	Iteration 33Q: 3 clusters Score -2841140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2841174.000000 Penalty: 4966.610352
	Iteration 34Q: 3 clusters Score -2841174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2841193.250000 Penalty: 4966.610352
	Iteration 35Q: 3 clusters Score -2841193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2841217.250000 Penalty: 4966.610352
	Iteration 36Q: 3 clusters Score -2841217 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2841253.250000 Penalty: 4966.610352
	Iteration 37Q: 3 clusters Score -2841253 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2841271.500000 Penalty: 4966.610352
	Iteration 38Q: 3 clusters Score -2841272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2841303.750000 Penalty: 4966.610352
	Iteration 39Q: 3 clusters Score -2841304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2841311.500000 Penalty: 4966.610352
	Iteration 40F: 3 clusters Score -2841312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2841331.000000 Penalty: 4966.610352
	Iteration 41Q: 3 clusters Score -2841331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2841330.750000 Penalty: 4966.610352
	Iteration 42Q: 3 clusters Score -2841331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2841358.500000 Penalty: 4966.610352
	Iteration 43Q: 3 clusters Score -2841358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2841361.000000 Penalty: 4966.610352
	Iteration 44Q: 3 clusters Score -2841361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2841373.250000 Penalty: 4966.610352
	Iteration 45Q: 3 clusters Score -2841373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2841387.500000 Penalty: 4966.610352
	Iteration 46Q: 3 clusters Score -2841388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2841395.500000 Penalty: 4966.610352
	Iteration 47Q: 3 clusters Score -2841396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2841401.750000 Penalty: 4966.610352
	Iteration 48Q: 3 clusters Score -2841402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2841412.500000 Penalty: 4966.610352
	Iteration 49Q: 3 clusters Score -2841412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2841417.000000 Penalty: 4966.610352
	Iteration 50Q: 3 clusters Score -2841417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2841425.000000 Penalty: 4966.610352
	Iteration 51Q: 3 clusters Score -2841425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2841442.250000 Penalty: 4966.610352
	Iteration 52Q: 3 clusters Score -2841442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2841440.250000 Penalty: 4966.610352
	Iteration 53Q: 3 clusters Score -2841440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2841448.000000 Penalty: 4966.610352
	Iteration 54Q: 3 clusters Score -2841448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2841459.500000 Penalty: 4966.610352
	Iteration 55Q: 3 clusters Score -2841460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2841465.500000 Penalty: 4966.610352
	Iteration 56Q: 3 clusters Score -2841466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2841470.250000 Penalty: 4966.610352
	Iteration 57Q: 3 clusters Score -2841470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2841469.250000 Penalty: 4966.610352
	Iteration 58Q: 3 clusters Score -2841469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2841479.250000 Penalty: 4966.610352
	Iteration 59Q: 3 clusters Score -2841479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2841481.750000 Penalty: 4966.610352
	Iteration 60F: 3 clusters Score -2841482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2841481.750000 Penalty: 4966.610352
	Iteration 61Q: 3 clusters Score -2841482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2841485.250000 Penalty: 4966.610352
	Iteration 62Q: 3 clusters Score -2841485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2841486.750000 Penalty: 4966.610352
	Iteration 63Q: 3 clusters Score -2841487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2841488.250000 Penalty: 4966.610352
	Iteration 64Q: 3 clusters Score -2841488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2841500.250000 Penalty: 4966.610352
	Iteration 65Q: 3 clusters Score -2841500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2841492.250000 Penalty: 4966.610352
	Iteration 66Q: 3 clusters Score -2841492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2841496.750000 Penalty: 4966.610352
	Iteration 67Q: 3 clusters Score -2841497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2841502.250000 Penalty: 4966.610352
	Iteration 68Q: 3 clusters Score -2841502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2841500.500000 Penalty: 4966.610352
	Iteration 69Q: 3 clusters Score -2841500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2841501.000000 Penalty: 4966.610352
	Iteration 70Q: 3 clusters Score -2841501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2841504.500000 Penalty: 4966.610352
	Iteration 71Q: 3 clusters Score -2841504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2841500.500000 Penalty: 4966.610352
	Iteration 72Q: 3 clusters Score -2841500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2841505.750000 Penalty: 4966.610352
	Iteration 73Q: 3 clusters Score -2841506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2841501.500000 Penalty: 4966.610352
	Iteration 74Q: 3 clusters Score -2841502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2841496.250000 Penalty: 4966.610352
	Iteration 75Q: 3 clusters Score -2841496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2841502.000000 Penalty: 4966.610352
	Iteration 76Q: 3 clusters Score -2841502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2841507.000000 Penalty: 4966.610352
	Iteration 77Q: 3 clusters Score -2841507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2841510.250000 Penalty: 4966.610352
	Iteration 78Q: 3 clusters Score -2841510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2841510.000000 Penalty: 4966.610352
	Iteration 79Q: 3 clusters Score -2841510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2841511.750000 Penalty: 4966.610352
	Iteration 80F: 3 clusters Score -2841512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2841515.750000 Penalty: 4966.610352
	Iteration 81Q: 3 clusters Score -2841516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2841511.250000 Penalty: 4966.610352
	Iteration 82Q: 3 clusters Score -2841511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2841511.250000 Penalty: 4966.610352
	Iteration 83Q: 3 clusters Score -2841511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2841513.250000 Penalty: 4966.610352
	Iteration 84Q: 3 clusters Score -2841513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2841513.250000 Penalty: 4966.610352
	Iteration 85Q: 3 clusters Score -2841513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2841513.250000 Penalty: 4966.610352
	Iteration 86F: 3 clusters Score -2841513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Entering Unmasked Estep 
Score: -11933766.000000 Penalty: 2832.197510
	Iteration 0F: 2 clusters Score -1.193377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -11872662.000000 Penalty: 5664.395020
	Iteration 0F: 3 clusters Score -1.187266e+07 nChanged 43042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -11897386.000000 Penalty: 5664.395020
	Iteration 1F: 3 clusters Score -1.189739e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -11898985.000000 Penalty: 5664.395020
	Iteration 2Q: 3 clusters Score -1.189898e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -11901358.000000 Penalty: 5664.395020
	Iteration 3F: 3 clusters Score -1.190136e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -11904684.000000 Penalty: 5664.395020
	Iteration 4F: 3 clusters Score -1.190468e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -11908478.000000 Penalty: 5664.395020
	Iteration 5F: 3 clusters Score -1.190848e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -11911868.000000 Penalty: 5664.395020
	Iteration 6F: 3 clusters Score -1.191187e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -11914139.000000 Penalty: 5664.395020
	Iteration 7F: 3 clusters Score -1.191414e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -11915824.000000 Penalty: 5664.395020
	Iteration 8Q: 3 clusters Score -1.191582e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -11917051.000000 Penalty: 5664.395020
	Iteration 9Q: 3 clusters Score -1.191705e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -11918209.000000 Penalty: 5664.395020
	Iteration 10Q: 3 clusters Score -1.191821e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -11919560.000000 Penalty: 5664.395020
	Iteration 11Q: 3 clusters Score -1.191956e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -11921074.000000 Penalty: 5664.395020
	Iteration 12Q: 3 clusters Score -1.192107e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -11922728.000000 Penalty: 5664.395020
	Iteration 13Q: 3 clusters Score -1.192273e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -11924704.000000 Penalty: 5664.395020
	Iteration 14Q: 3 clusters Score -1.19247e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -11926588.000000 Penalty: 5664.395020
	Iteration 15Q: 3 clusters Score -1.192659e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -11928339.000000 Penalty: 5664.395020
	Iteration 16Q: 3 clusters Score -1.192834e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11929522.000000 Penalty: 5664.395020
	Iteration 17Q: 3 clusters Score -1.192952e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11930245.000000 Penalty: 5664.395020
	Iteration 18Q: 3 clusters Score -1.193024e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11930661.000000 Penalty: 5664.395020
	Iteration 19Q: 3 clusters Score -1.193066e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11930888.000000 Penalty: 5664.395020
	Iteration 20F: 3 clusters Score -1.193089e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11931056.000000 Penalty: 5664.395020
	Iteration 21Q: 3 clusters Score -1.193106e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11931179.000000 Penalty: 5664.395020
	Iteration 22Q: 3 clusters Score -1.193118e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11931221.000000 Penalty: 5664.395020
	Iteration 23Q: 3 clusters Score -1.193122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11931282.000000 Penalty: 5664.395020
	Iteration 24Q: 3 clusters Score -1.193128e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11931331.000000 Penalty: 5664.395020
	Iteration 25Q: 3 clusters Score -1.193133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11931357.000000 Penalty: 5664.395020
	Iteration 26Q: 3 clusters Score -1.193136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11931381.000000 Penalty: 5664.395020
	Iteration 27Q: 3 clusters Score -1.193138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11931392.000000 Penalty: 5664.395020
	Iteration 28Q: 3 clusters Score -1.193139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11931396.000000 Penalty: 5664.395020
	Iteration 29Q: 3 clusters Score -1.19314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11931396.000000 Penalty: 5664.395020
	Iteration 30Q: 3 clusters Score -1.19314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11931402.000000 Penalty: 5664.395020
	Iteration 31Q: 3 clusters Score -1.19314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11931405.000000 Penalty: 5664.395020
	Iteration 32Q: 3 clusters Score -1.19314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11931407.000000 Penalty: 5664.395020
	Iteration 33Q: 3 clusters Score -1.193141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11931416.000000 Penalty: 5664.395020
	Iteration 34Q: 3 clusters Score -1.193142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11931414.000000 Penalty: 5664.395020
	Iteration 35Q: 3 clusters Score -1.193141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11931414.000000 Penalty: 5664.395020
	Iteration 36F: 3 clusters Score -1.193141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Entering Unmasked Estep 
Score: -2201701.000000 Penalty: 2418.386719
	Iteration 0F: 2 clusters Score -2201701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2189396.000000 Penalty: 4836.773438
	Iteration 0F: 3 clusters Score -2189396 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2193389.000000 Penalty: 4836.773438
	Iteration 1F: 3 clusters Score -2193389 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2193924.500000 Penalty: 4836.773438
	Iteration 2F: 3 clusters Score -2193924 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2194522.500000 Penalty: 4836.773438
	Iteration 3F: 3 clusters Score -2194522 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2195337.750000 Penalty: 4836.773438
	Iteration 4F: 3 clusters Score -2195338 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2196265.500000 Penalty: 4836.773438
	Iteration 5F: 3 clusters Score -2196266 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2197093.750000 Penalty: 4836.773438
	Iteration 6F: 3 clusters Score -2197094 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2197815.000000 Penalty: 4836.773438
	Iteration 7F: 3 clusters Score -2197815 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2198317.250000 Penalty: 4836.773438
	Iteration 8Q: 3 clusters Score -2198317 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2198700.000000 Penalty: 4836.773438
	Iteration 9Q: 3 clusters Score -2198700 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2198992.500000 Penalty: 4836.773438
	Iteration 10Q: 3 clusters Score -2198992 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2199289.500000 Penalty: 4836.773438
	Iteration 11Q: 3 clusters Score -2199290 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2199539.750000 Penalty: 4836.773438
	Iteration 12Q: 3 clusters Score -2199540 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2199790.750000 Penalty: 4836.773438
	Iteration 13Q: 3 clusters Score -2199791 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2200027.500000 Penalty: 4836.773438
	Iteration 14Q: 3 clusters Score -2200028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2200224.250000 Penalty: 4836.773438
	Iteration 15Q: 3 clusters Score -2200224 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2200395.000000 Penalty: 4836.773438
	Iteration 16Q: 3 clusters Score -2200395 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2200511.250000 Penalty: 4836.773438
	Iteration 17Q: 3 clusters Score -2200511 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2200619.250000 Penalty: 4836.773438
	Iteration 18Q: 3 clusters Score -2200619 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2200689.750000 Penalty: 4836.773438
	Iteration 19Q: 3 clusters Score -2200690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2200740.750000 Penalty: 4836.773438
	Iteration 20F: 3 clusters Score -2200741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2200766.750000 Penalty: 4836.773438
	Iteration 21Q: 3 clusters Score -2200767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2200795.500000 Penalty: 4836.773438
	Iteration 22Q: 3 clusters Score -2200796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2200826.500000 Penalty: 4836.773438
	Iteration 23Q: 3 clusters Score -2200826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2200845.250000 Penalty: 4836.773438
	Iteration 24Q: 3 clusters Score -2200845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2200867.000000 Penalty: 4836.773438
	Iteration 25Q: 3 clusters Score -2200867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2200887.250000 Penalty: 4836.773438
	Iteration 26Q: 3 clusters Score -2200887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2200898.750000 Penalty: 4836.773438
	Iteration 27Q: 3 clusters Score -2200899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2200900.750000 Penalty: 4836.773438
	Iteration 28Q: 3 clusters Score -2200901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2200905.750000 Penalty: 4836.773438
	Iteration 29Q: 3 clusters Score -2200906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2200904.750000 Penalty: 4836.773438
	Iteration 30Q: 3 clusters Score -2200905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2200916.250000 Penalty: 4836.773438
	Iteration 31Q: 3 clusters Score -2200916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2200922.500000 Penalty: 4836.773438
	Iteration 32Q: 3 clusters Score -2200922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2200928.250000 Penalty: 4836.773438
	Iteration 33Q: 3 clusters Score -2200928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2200931.000000 Penalty: 4836.773438
	Iteration 34Q: 3 clusters Score -2200931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2200932.750000 Penalty: 4836.773438
	Iteration 35Q: 3 clusters Score -2200933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2200940.500000 Penalty: 4836.773438
	Iteration 36Q: 3 clusters Score -2200940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2200946.750000 Penalty: 4836.773438
	Iteration 37Q: 3 clusters Score -2200947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2200949.750000 Penalty: 4836.773438
	Iteration 38Q: 3 clusters Score -2200950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2200954.000000 Penalty: 4836.773438
	Iteration 39Q: 3 clusters Score -2200954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2200959.250000 Penalty: 4836.773438
	Iteration 40F: 3 clusters Score -2200959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2200962.750000 Penalty: 4836.773438
	Iteration 41Q: 3 clusters Score -2200963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2200959.750000 Penalty: 4836.773438
	Iteration 42Q: 3 clusters Score -2200960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2200964.750000 Penalty: 4836.773438
	Iteration 43Q: 3 clusters Score -2200965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2200959.000000 Penalty: 4836.773438
	Iteration 44Q: 3 clusters Score -2200959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2200959.500000 Penalty: 4836.773438
	Iteration 45Q: 3 clusters Score -2200960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2200959.500000 Penalty: 4836.773438
	Iteration 46F: 3 clusters Score -2200960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -35408.562500 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -35408.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34133.156250 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -34133.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34265.503906 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -34265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34319.992188 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -34319.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34348.917969 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -34348.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34350.738281 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -34350.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34355.226562 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -34355.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34365.964844 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -34365.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34366.695312 Penalty: 2854.848145
	Iteration 7Q: 3 clusters Score -34366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34368.898438 Penalty: 2854.848145
	Iteration 8Q: 3 clusters Score -34368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34370.769531 Penalty: 2854.848145
	Iteration 9Q: 3 clusters Score -34370.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34371.523438 Penalty: 2854.848145
	Iteration 10Q: 3 clusters Score -34371.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34371.523438 Penalty: 2854.848145
	Iteration 11F: 3 clusters Score -34371.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Entering Unmasked Estep 
Score: -6909983.500000 Penalty: 2693.940918
	Iteration 0F: 2 clusters Score -6909984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -6875081.000000 Penalty: 5387.881836
	Iteration 0F: 3 clusters Score -6875081 nChanged 24117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6888479.500000 Penalty: 5387.881836
	Iteration 1F: 3 clusters Score -6888480 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6889250.500000 Penalty: 5387.881836
	Iteration 2Q: 3 clusters Score -6889250 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6890047.000000 Penalty: 5387.881836
	Iteration 3Q: 3 clusters Score -6890047 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6890885.500000 Penalty: 5387.881836
	Iteration 4Q: 3 clusters Score -6890886 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -6891752.500000 Penalty: 5387.881836
	Iteration 5Q: 3 clusters Score -6891752 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -6892767.000000 Penalty: 5387.881836
	Iteration 6Q: 3 clusters Score -6892767 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -6893839.000000 Penalty: 5387.881836
	Iteration 7Q: 3 clusters Score -6893839 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6894991.000000 Penalty: 5387.881836
	Iteration 8Q: 3 clusters Score -6894991 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -6896300.000000 Penalty: 5387.881836
	Iteration 9Q: 3 clusters Score -6896300 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -6897515.500000 Penalty: 5387.881836
	Iteration 10Q: 3 clusters Score -6897516 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -6898917.000000 Penalty: 5387.881836
	Iteration 11Q: 3 clusters Score -6898917 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -6900277.000000 Penalty: 5387.881836
	Iteration 12Q: 3 clusters Score -6900277 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6901631.000000 Penalty: 5387.881836
	Iteration 13Q: 3 clusters Score -6901631 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -6902946.000000 Penalty: 5387.881836
	Iteration 14Q: 3 clusters Score -6902946 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -6904031.500000 Penalty: 5387.881836
	Iteration 15Q: 3 clusters Score -6904032 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6904910.000000 Penalty: 5387.881836
	Iteration 16Q: 3 clusters Score -6904910 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -6905715.000000 Penalty: 5387.881836
	Iteration 17Q: 3 clusters Score -6905715 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6906266.000000 Penalty: 5387.881836
	Iteration 18Q: 3 clusters Score -6906266 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6906684.500000 Penalty: 5387.881836
	Iteration 19Q: 3 clusters Score -6906684 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6906960.000000 Penalty: 5387.881836
	Iteration 20F: 3 clusters Score -6906960 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6907172.500000 Penalty: 5387.881836
	Iteration 21Q: 3 clusters Score -6907172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6907342.000000 Penalty: 5387.881836
	Iteration 22Q: 3 clusters Score -6907342 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -6907453.500000 Penalty: 5387.881836
	Iteration 23Q: 3 clusters Score -6907454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6907523.000000 Penalty: 5387.881836
	Iteration 24Q: 3 clusters Score -6907523 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6907565.500000 Penalty: 5387.881836
	Iteration 25Q: 3 clusters Score -6907566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -6907614.000000 Penalty: 5387.881836
	Iteration 26Q: 3 clusters Score -6907614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -6907662.500000 Penalty: 5387.881836
	Iteration 27Q: 3 clusters Score -6907662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -6907695.000000 Penalty: 5387.881836
	Iteration 28Q: 3 clusters Score -6907695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -6907717.000000 Penalty: 5387.881836
	Iteration 29Q: 3 clusters Score -6907717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -6907730.500000 Penalty: 5387.881836
	Iteration 30Q: 3 clusters Score -6907730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -6907744.500000 Penalty: 5387.881836
	Iteration 31Q: 3 clusters Score -6907744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6907762.500000 Penalty: 5387.881836
	Iteration 32Q: 3 clusters Score -6907762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -6907772.500000 Penalty: 5387.881836
	Iteration 33Q: 3 clusters Score -6907772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6907780.000000 Penalty: 5387.881836
	Iteration 34Q: 3 clusters Score -6907780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6907783.500000 Penalty: 5387.881836
	Iteration 35Q: 3 clusters Score -6907784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6907786.500000 Penalty: 5387.881836
	Iteration 36Q: 3 clusters Score -6907786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6907786.500000 Penalty: 5387.881836
	Iteration 37Q: 3 clusters Score -6907786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6907788.000000 Penalty: 5387.881836
	Iteration 38Q: 3 clusters Score -6907788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6907787.000000 Penalty: 5387.881836
	Iteration 39Q: 3 clusters Score -6907787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6907791.000000 Penalty: 5387.881836
	Iteration 40F: 3 clusters Score -6907791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6907793.500000 Penalty: 5387.881836
	Iteration 41Q: 3 clusters Score -6907794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6907792.500000 Penalty: 5387.881836
	Iteration 42Q: 3 clusters Score -6907792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6907802.500000 Penalty: 5387.881836
	Iteration 43Q: 3 clusters Score -6907802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6907806.000000 Penalty: 5387.881836
	Iteration 44Q: 3 clusters Score -6907806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6907803.000000 Penalty: 5387.881836
	Iteration 45Q: 3 clusters Score -6907803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6907809.500000 Penalty: 5387.881836
	Iteration 46Q: 3 clusters Score -6907810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -6907806.000000 Penalty: 5387.881836
	Iteration 47Q: 3 clusters Score -6907806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6907804.500000 Penalty: 5387.881836
	Iteration 48Q: 3 clusters Score -6907804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6907809.000000 Penalty: 5387.881836
	Iteration 49Q: 3 clusters Score -6907809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6907813.000000 Penalty: 5387.881836
	Iteration 50Q: 3 clusters Score -6907813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6907807.500000 Penalty: 5387.881836
	Iteration 51Q: 3 clusters Score -6907808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6907807.500000 Penalty: 5387.881836
	Iteration 52F: 3 clusters Score -6907808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Entering Unmasked Estep 
Score: -1623728.375000 Penalty: 2339.563477
	Iteration 0F: 2 clusters Score -1623728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1614499.125000 Penalty: 4679.126953
	Iteration 0F: 3 clusters Score -1614499 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1617314.500000 Penalty: 4679.126953
	Iteration 1F: 3 clusters Score -1617314 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1617701.250000 Penalty: 4679.126953
	Iteration 2F: 3 clusters Score -1617701 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1618049.500000 Penalty: 4679.126953
	Iteration 3F: 3 clusters Score -1618050 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1618397.250000 Penalty: 4679.126953
	Iteration 4F: 3 clusters Score -1618397 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1618790.000000 Penalty: 4679.126953
	Iteration 5F: 3 clusters Score -1618790 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1619249.875000 Penalty: 4679.126953
	Iteration 6F: 3 clusters Score -1619250 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1619718.500000 Penalty: 4679.126953
	Iteration 7F: 3 clusters Score -1619718 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1620102.750000 Penalty: 4679.126953
	Iteration 8Q: 3 clusters Score -1620103 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1620459.750000 Penalty: 4679.126953
	Iteration 9Q: 3 clusters Score -1620460 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1620757.625000 Penalty: 4679.126953
	Iteration 10Q: 3 clusters Score -1620758 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1620975.000000 Penalty: 4679.126953
	Iteration 11Q: 3 clusters Score -1620975 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1621162.375000 Penalty: 4679.126953
	Iteration 12Q: 3 clusters Score -1621162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1621318.875000 Penalty: 4679.126953
	Iteration 13Q: 3 clusters Score -1621319 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1621424.250000 Penalty: 4679.126953
	Iteration 14Q: 3 clusters Score -1621424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1621499.000000 Penalty: 4679.126953
	Iteration 15Q: 3 clusters Score -1621499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1621571.625000 Penalty: 4679.126953
	Iteration 16Q: 3 clusters Score -1621572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1621613.375000 Penalty: 4679.126953
	Iteration 17Q: 3 clusters Score -1621613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1621648.750000 Penalty: 4679.126953
	Iteration 18Q: 3 clusters Score -1621649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1621669.625000 Penalty: 4679.126953
	Iteration 19Q: 3 clusters Score -1621670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1621687.500000 Penalty: 4679.126953
	Iteration 20F: 3 clusters Score -1621688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1621703.375000 Penalty: 4679.126953
	Iteration 21Q: 3 clusters Score -1621703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1621714.125000 Penalty: 4679.126953
	Iteration 22Q: 3 clusters Score -1621714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1621718.625000 Penalty: 4679.126953
	Iteration 23Q: 3 clusters Score -1621719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1621728.750000 Penalty: 4679.126953
	Iteration 24Q: 3 clusters Score -1621729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1621732.125000 Penalty: 4679.126953
	Iteration 25Q: 3 clusters Score -1621732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1621738.000000 Penalty: 4679.126953
	Iteration 26Q: 3 clusters Score -1621738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1621746.250000 Penalty: 4679.126953
	Iteration 27Q: 3 clusters Score -1621746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1621748.500000 Penalty: 4679.126953
	Iteration 28Q: 3 clusters Score -1621748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1621751.625000 Penalty: 4679.126953
	Iteration 29Q: 3 clusters Score -1621752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1621752.625000 Penalty: 4679.126953
	Iteration 30Q: 3 clusters Score -1621753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1621754.750000 Penalty: 4679.126953
	Iteration 31Q: 3 clusters Score -1621755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1621760.500000 Penalty: 4679.126953
	Iteration 32Q: 3 clusters Score -1621760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1621763.000000 Penalty: 4679.126953
	Iteration 33Q: 3 clusters Score -1621763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1621762.750000 Penalty: 4679.126953
	Iteration 34Q: 3 clusters Score -1621763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1621766.375000 Penalty: 4679.126953
	Iteration 35Q: 3 clusters Score -1621766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1621768.750000 Penalty: 4679.126953
	Iteration 36Q: 3 clusters Score -1621769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1621769.375000 Penalty: 4679.126953
	Iteration 37Q: 3 clusters Score -1621769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1621769.750000 Penalty: 4679.126953
	Iteration 38Q: 3 clusters Score -1621770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1621770.750000 Penalty: 4679.126953
	Iteration 39Q: 3 clusters Score -1621771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1621771.500000 Penalty: 4679.126953
	Iteration 40F: 3 clusters Score -1621772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1621772.500000 Penalty: 4679.126953
	Iteration 41Q: 3 clusters Score -1621772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1621774.250000 Penalty: 4679.126953
	Iteration 42Q: 3 clusters Score -1621774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1621774.250000 Penalty: 4679.126953
	Iteration 43F: 3 clusters Score -1621774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -593397.937500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -593397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -589124.562500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -589124.6 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -590102.500000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -590102.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -590292.750000 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -590292.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -590418.750000 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -590418.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -590500.562500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -590500.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -590567.062500 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -590567.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -590616.625000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -590616.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -590654.875000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -590654.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -590693.500000 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -590693.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -590730.937500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -590730.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -590773.500000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -590773.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -590807.312500 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -590807.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -590850.437500 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -590850.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -590900.625000 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -590900.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -590957.687500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -590957.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -591004.062500 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -591004.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -591052.000000 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -591052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -591112.687500 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -591112.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -591165.375000 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -591165.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -591205.500000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -591205.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -591236.812500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -591236.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -591266.312500 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -591266.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -591286.500000 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -591286.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -591315.687500 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -591315.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -591337.062500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -591337.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -591361.437500 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -591361.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -591386.812500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -591386.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -591411.562500 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -591411.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -591435.875000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -591435.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -591458.500000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -591458.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -591475.250000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -591475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -591485.375000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -591485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -591494.687500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -591494.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -591503.812500 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -591503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -591512.562500 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -591512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -591514.812500 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -591514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -591517.375000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -591517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -591519.937500 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -591519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -591520.750000 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -591520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -591523.250000 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -591523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -591526.187500 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -591526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -591529.937500 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -591529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -591534.250000 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -591534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -591539.312500 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -591539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -591543.625000 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -591543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -591548.000000 Penalty: 4182.199219
	Iteration 45Q: 3 clusters Score -591548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -591549.125000 Penalty: 4182.199219
	Iteration 46Q: 3 clusters Score -591549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -591550.562500 Penalty: 4182.199219
	Iteration 47Q: 3 clusters Score -591550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -591550.687500 Penalty: 4182.199219
	Iteration 48Q: 3 clusters Score -591550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -591550.687500 Penalty: 4182.199219
	Iteration 49F: 3 clusters Score -591550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -297782.718750 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -297782.7 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 1216 members 
Entering Unmasked Estep 
Score: -294914.562500 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -294914.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -295431.843750 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -295431.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295567.687500 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -295567.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -295648.687500 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -295648.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -295703.750000 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -295703.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295752.968750 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -295753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -295798.281250 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -295798.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -295833.843750 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -295833.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -295871.375000 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -295871.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -295902.812500 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -295902.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295932.281250 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -295932.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -295961.781250 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -295961.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -295999.937500 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -295999.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -296025.281250 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -296025.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -296036.906250 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -296036.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -296049.375000 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -296049.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -296062.500000 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -296062.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -296073.343750 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -296073.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -296082.625000 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -296082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -296087.031250 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -296087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296095.500000 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -296095.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296102.875000 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -296102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -296107.656250 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -296107.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -296113.000000 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -296113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -296121.031250 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -296121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296128.875000 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -296128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -296140.531250 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -296140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -296145.593750 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -296145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -296151.343750 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -296151.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296156.031250 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -296156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296161.187500 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -296161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -296163.062500 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -296163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296163.531250 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -296163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296163.531250 Penalty: 3856.953125
	Iteration 33F: 3 clusters Score -296163.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -984233.687500 Penalty: 2218.312988
	Iteration 0F: 2 clusters Score -984233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -978066.187500 Penalty: 4436.625977
	Iteration 0F: 3 clusters Score -978066.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -979706.937500 Penalty: 4436.625977
	Iteration 1F: 3 clusters Score -979706.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -980078.187500 Penalty: 4436.625977
	Iteration 2F: 3 clusters Score -980078.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -980445.562500 Penalty: 4436.625977
	Iteration 3F: 3 clusters Score -980445.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -980783.250000 Penalty: 4436.625977
	Iteration 4F: 3 clusters Score -980783.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -981075.375000 Penalty: 4436.625977
	Iteration 5F: 3 clusters Score -981075.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -981337.062500 Penalty: 4436.625977
	Iteration 6Q: 3 clusters Score -981337.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -981605.375000 Penalty: 4436.625977
	Iteration 7Q: 3 clusters Score -981605.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -981807.500000 Penalty: 4436.625977
	Iteration 8Q: 3 clusters Score -981807.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -981981.437500 Penalty: 4436.625977
	Iteration 9Q: 3 clusters Score -981981.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -982153.625000 Penalty: 4436.625977
	Iteration 10Q: 3 clusters Score -982153.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -982303.500000 Penalty: 4436.625977
	Iteration 11Q: 3 clusters Score -982303.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -982415.000000 Penalty: 4436.625977
	Iteration 12Q: 3 clusters Score -982415 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -982503.125000 Penalty: 4436.625977
	Iteration 13Q: 3 clusters Score -982503.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -982588.125000 Penalty: 4436.625977
	Iteration 14Q: 3 clusters Score -982588.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -982664.000000 Penalty: 4436.625977
	Iteration 15Q: 3 clusters Score -982664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -982733.375000 Penalty: 4436.625977
	Iteration 16Q: 3 clusters Score -982733.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -982796.687500 Penalty: 4436.625977
	Iteration 17Q: 3 clusters Score -982796.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -982904.437500 Penalty: 4436.625977
	Iteration 18Q: 3 clusters Score -982904.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -983096.875000 Penalty: 4436.625977
	Iteration 19Q: 3 clusters Score -983096.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -983289.812500 Penalty: 4436.625977
	Iteration 20F: 3 clusters Score -983289.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -983436.187500 Penalty: 4436.625977
	Iteration 21Q: 3 clusters Score -983436.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -983538.125000 Penalty: 4436.625977
	Iteration 22Q: 3 clusters Score -983538.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -983607.312500 Penalty: 4436.625977
	Iteration 23Q: 3 clusters Score -983607.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -983653.187500 Penalty: 4436.625977
	Iteration 24Q: 3 clusters Score -983653.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -983683.687500 Penalty: 4436.625977
	Iteration 25Q: 3 clusters Score -983683.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -983703.625000 Penalty: 4436.625977
	Iteration 26Q: 3 clusters Score -983703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -983711.625000 Penalty: 4436.625977
	Iteration 27Q: 3 clusters Score -983711.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -983715.812500 Penalty: 4436.625977
	Iteration 28Q: 3 clusters Score -983715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -983719.437500 Penalty: 4436.625977
	Iteration 29Q: 3 clusters Score -983719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -983724.375000 Penalty: 4436.625977
	Iteration 30Q: 3 clusters Score -983724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -983727.125000 Penalty: 4436.625977
	Iteration 31Q: 3 clusters Score -983727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -983728.375000 Penalty: 4436.625977
	Iteration 32Q: 3 clusters Score -983728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -983728.312500 Penalty: 4436.625977
	Iteration 33Q: 3 clusters Score -983728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -983729.000000 Penalty: 4436.625977
	Iteration 34Q: 3 clusters Score -983729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -983727.750000 Penalty: 4436.625977
	Iteration 35Q: 3 clusters Score -983727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -983729.250000 Penalty: 4436.625977
	Iteration 36Q: 3 clusters Score -983729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -983729.375000 Penalty: 4436.625977
	Iteration 37Q: 3 clusters Score -983729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -983729.375000 Penalty: 4436.625977
	Iteration 38F: 3 clusters Score -983729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Entering Unmasked Estep 
Score: -21516700.000000 Penalty: 2978.311768
	Iteration 0F: 2 clusters Score -2.15167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -21406748.000000 Penalty: 5956.623535
	Iteration 0F: 3 clusters Score -2.140675e+07 nChanged 78755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -21452160.000000 Penalty: 5956.623535
	Iteration 1F: 3 clusters Score -2.145216e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -21453214.000000 Penalty: 5956.623535
	Iteration 2Q: 3 clusters Score -2.145321e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -21454492.000000 Penalty: 5956.623535
	Iteration 3Q: 3 clusters Score -2.145449e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -21456094.000000 Penalty: 5956.623535
	Iteration 4Q: 3 clusters Score -2.145609e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -21458242.000000 Penalty: 5956.623535
	Iteration 5Q: 3 clusters Score -2.145824e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -21461334.000000 Penalty: 5956.623535
	Iteration 6Q: 3 clusters Score -2.146133e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -21465264.000000 Penalty: 5956.623535
	Iteration 7Q: 3 clusters Score -2.146526e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -21470520.000000 Penalty: 5956.623535
	Iteration 8F: 3 clusters Score -2.147052e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -21476660.000000 Penalty: 5956.623535
	Iteration 9F: 3 clusters Score -2.147666e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -21483002.000000 Penalty: 5956.623535
	Iteration 10F: 3 clusters Score -2.1483e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -21487870.000000 Penalty: 5956.623535
	Iteration 11Q: 3 clusters Score -2.148787e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -21490710.000000 Penalty: 5956.623535
	Iteration 12Q: 3 clusters Score -2.149071e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -21492088.000000 Penalty: 5956.623535
	Iteration 13Q: 3 clusters Score -2.149209e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 111807 members 
Entering Unmasked Estep 
Score: -21493108.000000 Penalty: 5956.623535
	Iteration 14Q: 3 clusters Score -2.149311e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 114671 members 
Entering Unmasked Estep 
Score: -21494184.000000 Penalty: 5956.623535
	Iteration 15Q: 3 clusters Score -2.149418e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 117648 members 
Entering Unmasked Estep 
Score: -21495352.000000 Penalty: 5956.623535
	Iteration 16Q: 3 clusters Score -2.149535e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 120837 members 
Entering Unmasked Estep 
Score: -21496714.000000 Penalty: 5956.623535
	Iteration 17Q: 3 clusters Score -2.149671e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -21497876.000000 Penalty: 5956.623535
	Iteration 18Q: 3 clusters Score -2.149788e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 127410 members 
Entering Unmasked Estep 
Score: -21499334.000000 Penalty: 5956.623535
	Iteration 19Q: 3 clusters Score -2.149933e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 130703 members 
Entering Unmasked Estep 
Score: -21500794.000000 Penalty: 5956.623535
	Iteration 20F: 3 clusters Score -2.150079e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -21502120.000000 Penalty: 5956.623535
	Iteration 21Q: 3 clusters Score -2.150212e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -21503556.000000 Penalty: 5956.623535
	Iteration 22Q: 3 clusters Score -2.150356e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -21505126.000000 Penalty: 5956.623535
	Iteration 23Q: 3 clusters Score -2.150513e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -21506598.000000 Penalty: 5956.623535
	Iteration 24Q: 3 clusters Score -2.15066e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -21507986.000000 Penalty: 5956.623535
	Iteration 25Q: 3 clusters Score -2.150799e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 148480 members 
Entering Unmasked Estep 
Score: -21509298.000000 Penalty: 5956.623535
	Iteration 26Q: 3 clusters Score -2.15093e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 150685 members 
Entering Unmasked Estep 
Score: -21510372.000000 Penalty: 5956.623535
	Iteration 27Q: 3 clusters Score -2.151037e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 152646 members 
Entering Unmasked Estep 
Score: -21511284.000000 Penalty: 5956.623535
	Iteration 28Q: 3 clusters Score -2.151128e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -21512150.000000 Penalty: 5956.623535
	Iteration 29Q: 3 clusters Score -2.151215e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 155702 members 
Entering Unmasked Estep 
Score: -21512732.000000 Penalty: 5956.623535
	Iteration 30Q: 3 clusters Score -2.151273e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -21513262.000000 Penalty: 5956.623535
	Iteration 31Q: 3 clusters Score -2.151326e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -21513586.000000 Penalty: 5956.623535
	Iteration 32Q: 3 clusters Score -2.151359e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 158651 members 
Entering Unmasked Estep 
Score: -21513800.000000 Penalty: 5956.623535
	Iteration 33Q: 3 clusters Score -2.15138e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 159269 members 
Entering Unmasked Estep 
Score: -21514014.000000 Penalty: 5956.623535
	Iteration 34Q: 3 clusters Score -2.151401e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21514258.000000 Penalty: 5956.623535
	Iteration 35Q: 3 clusters Score -2.151426e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -21514362.000000 Penalty: 5956.623535
	Iteration 36Q: 3 clusters Score -2.151436e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -21514508.000000 Penalty: 5956.623535
	Iteration 37Q: 3 clusters Score -2.151451e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -21514622.000000 Penalty: 5956.623535
	Iteration 38Q: 3 clusters Score -2.151462e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 160908 members 
Entering Unmasked Estep 
Score: -21514696.000000 Penalty: 5956.623535
	Iteration 39Q: 3 clusters Score -2.15147e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -21514782.000000 Penalty: 5956.623535
	Iteration 40F: 3 clusters Score -2.151478e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -21514882.000000 Penalty: 5956.623535
	Iteration 41Q: 3 clusters Score -2.151488e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 161404 members 
Entering Unmasked Estep 
Score: -21515000.000000 Penalty: 5956.623535
	Iteration 42Q: 3 clusters Score -2.1515e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
Score: -21515092.000000 Penalty: 5956.623535
	Iteration 43Q: 3 clusters Score -2.151509e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -21515206.000000 Penalty: 5956.623535
	Iteration 44Q: 3 clusters Score -2.151521e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -21515238.000000 Penalty: 5956.623535
	Iteration 45Q: 3 clusters Score -2.151524e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -21515252.000000 Penalty: 5956.623535
	Iteration 46Q: 3 clusters Score -2.151525e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -21515316.000000 Penalty: 5956.623535
	Iteration 47Q: 3 clusters Score -2.151532e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -21515352.000000 Penalty: 5956.623535
	Iteration 48Q: 3 clusters Score -2.151535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 161851 members 
Entering Unmasked Estep 
Score: -21515352.000000 Penalty: 5956.623535
	Iteration 49Q: 3 clusters Score -2.151535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -21515362.000000 Penalty: 5956.623535
	Iteration 50Q: 3 clusters Score -2.151536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -21515380.000000 Penalty: 5956.623535
	Iteration 51Q: 3 clusters Score -2.151538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 161877 members 
Entering Unmasked Estep 
Score: -21515390.000000 Penalty: 5956.623535
	Iteration 52Q: 3 clusters Score -2.151539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -21515398.000000 Penalty: 5956.623535
	Iteration 53Q: 3 clusters Score -2.15154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -21515404.000000 Penalty: 5956.623535
	Iteration 54Q: 3 clusters Score -2.15154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 161904 members 
Entering Unmasked Estep 
Score: -21515406.000000 Penalty: 5956.623535
	Iteration 55Q: 3 clusters Score -2.151541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -21515404.000000 Penalty: 5956.623535
	Iteration 56Q: 3 clusters Score -2.15154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -21515402.000000 Penalty: 5956.623535
	Iteration 57Q: 3 clusters Score -2.15154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 161918 members 
Entering Unmasked Estep 
Score: -21515408.000000 Penalty: 5956.623535
	Iteration 58Q: 3 clusters Score -2.151541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -21515410.000000 Penalty: 5956.623535
	Iteration 59Q: 3 clusters Score -2.151541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 161920 members 
Entering Unmasked Estep 
Score: -21515426.000000 Penalty: 5956.623535
	Iteration 60F: 3 clusters Score -2.151543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 161923 members 
Entering Unmasked Estep 
Score: -21515420.000000 Penalty: 5956.623535
	Iteration 61Q: 3 clusters Score -2.151542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -21515422.000000 Penalty: 5956.623535
	Iteration 62Q: 3 clusters Score -2.151542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -21515422.000000 Penalty: 5956.623535
	Iteration 63Q: 3 clusters Score -2.151542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 161933 members 
Entering Unmasked Estep 
Score: -21515418.000000 Penalty: 5956.623535
	Iteration 64Q: 3 clusters Score -2.151542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 161933 members 
Entering Unmasked Estep 
Score: -21515418.000000 Penalty: 5956.623535
	Iteration 65Q: 3 clusters Score -2.151542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -21515422.000000 Penalty: 5956.623535
	Iteration 66Q: 3 clusters Score -2.151542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -21515422.000000 Penalty: 5956.623535
	Iteration 67F: 3 clusters Score -2.151542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1783043.000000 Penalty: 2378.830566
	Iteration 0F: 2 clusters Score -1783043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1772441.875000 Penalty: 4757.661133
	Iteration 0F: 3 clusters Score -1772442 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1775796.625000 Penalty: 4757.661133
	Iteration 1F: 3 clusters Score -1775797 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1776341.750000 Penalty: 4757.661133
	Iteration 2F: 3 clusters Score -1776342 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1777046.250000 Penalty: 4757.661133
	Iteration 3F: 3 clusters Score -1777046 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1778021.000000 Penalty: 4757.661133
	Iteration 4F: 3 clusters Score -1778021 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1779007.000000 Penalty: 4757.661133
	Iteration 5F: 3 clusters Score -1779007 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1779717.750000 Penalty: 4757.661133
	Iteration 6F: 3 clusters Score -1779718 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1780182.625000 Penalty: 4757.661133
	Iteration 7F: 3 clusters Score -1780183 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1780495.250000 Penalty: 4757.661133
	Iteration 8Q: 3 clusters Score -1780495 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1780650.500000 Penalty: 4757.661133
	Iteration 9Q: 3 clusters Score -1780650 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1780783.125000 Penalty: 4757.661133
	Iteration 10Q: 3 clusters Score -1780783 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1780867.875000 Penalty: 4757.661133
	Iteration 11Q: 3 clusters Score -1780868 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1780925.000000 Penalty: 4757.661133
	Iteration 12Q: 3 clusters Score -1780925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1780970.000000 Penalty: 4757.661133
	Iteration 13Q: 3 clusters Score -1780970 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1781006.000000 Penalty: 4757.661133
	Iteration 14Q: 3 clusters Score -1781006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1781043.625000 Penalty: 4757.661133
	Iteration 15Q: 3 clusters Score -1781044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1781107.125000 Penalty: 4757.661133
	Iteration 16Q: 3 clusters Score -1781107 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1781162.750000 Penalty: 4757.661133
	Iteration 17Q: 3 clusters Score -1781163 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1781223.000000 Penalty: 4757.661133
	Iteration 18Q: 3 clusters Score -1781223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1781268.500000 Penalty: 4757.661133
	Iteration 19Q: 3 clusters Score -1781268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1781314.000000 Penalty: 4757.661133
	Iteration 20F: 3 clusters Score -1781314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1781361.500000 Penalty: 4757.661133
	Iteration 21Q: 3 clusters Score -1781362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1781417.875000 Penalty: 4757.661133
	Iteration 22Q: 3 clusters Score -1781418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1781471.875000 Penalty: 4757.661133
	Iteration 23Q: 3 clusters Score -1781472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1781519.750000 Penalty: 4757.661133
	Iteration 24Q: 3 clusters Score -1781520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1781556.625000 Penalty: 4757.661133
	Iteration 25Q: 3 clusters Score -1781557 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1781591.000000 Penalty: 4757.661133
	Iteration 26Q: 3 clusters Score -1781591 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1781618.750000 Penalty: 4757.661133
	Iteration 27Q: 3 clusters Score -1781619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1781641.125000 Penalty: 4757.661133
	Iteration 28Q: 3 clusters Score -1781641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1781651.375000 Penalty: 4757.661133
	Iteration 29Q: 3 clusters Score -1781651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1781673.875000 Penalty: 4757.661133
	Iteration 30Q: 3 clusters Score -1781674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1781681.625000 Penalty: 4757.661133
	Iteration 31Q: 3 clusters Score -1781682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1781692.750000 Penalty: 4757.661133
	Iteration 32Q: 3 clusters Score -1781693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1781715.000000 Penalty: 4757.661133
	Iteration 33Q: 3 clusters Score -1781715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1781727.500000 Penalty: 4757.661133
	Iteration 34Q: 3 clusters Score -1781728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1781735.750000 Penalty: 4757.661133
	Iteration 35Q: 3 clusters Score -1781736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1781744.875000 Penalty: 4757.661133
	Iteration 36Q: 3 clusters Score -1781745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1781751.375000 Penalty: 4757.661133
	Iteration 37Q: 3 clusters Score -1781751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1781760.500000 Penalty: 4757.661133
	Iteration 38Q: 3 clusters Score -1781760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1781762.625000 Penalty: 4757.661133
	Iteration 39Q: 3 clusters Score -1781763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1781766.000000 Penalty: 4757.661133
	Iteration 40F: 3 clusters Score -1781766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1781769.125000 Penalty: 4757.661133
	Iteration 41Q: 3 clusters Score -1781769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1781770.000000 Penalty: 4757.661133
	Iteration 42Q: 3 clusters Score -1781770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1781770.125000 Penalty: 4757.661133
	Iteration 43Q: 3 clusters Score -1781770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1781768.125000 Penalty: 4757.661133
	Iteration 44Q: 3 clusters Score -1781768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1781768.750000 Penalty: 4757.661133
	Iteration 45Q: 3 clusters Score -1781769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1781768.750000 Penalty: 4757.661133
	Iteration 46F: 3 clusters Score -1781769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Entering Unmasked Estep 
Score: -10853174.000000 Penalty: 2810.214844
	Iteration 0F: 2 clusters Score -1.085317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -10797553.000000 Penalty: 5620.429688
	Iteration 0F: 3 clusters Score -1.079755e+07 nChanged 39161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -10819955.000000 Penalty: 5620.429688
	Iteration 1F: 3 clusters Score -1.081996e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -10821217.000000 Penalty: 5620.429688
	Iteration 2Q: 3 clusters Score -1.082122e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -10822989.000000 Penalty: 5620.429688
	Iteration 3Q: 3 clusters Score -1.082299e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -10825883.000000 Penalty: 5620.429688
	Iteration 4F: 3 clusters Score -1.082588e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -10830165.000000 Penalty: 5620.429688
	Iteration 5F: 3 clusters Score -1.083016e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -10835514.000000 Penalty: 5620.429688
	Iteration 6F: 3 clusters Score -1.083551e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -10840962.000000 Penalty: 5620.429688
	Iteration 7F: 3 clusters Score -1.084096e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -10845074.000000 Penalty: 5620.429688
	Iteration 8F: 3 clusters Score -1.084507e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10847860.000000 Penalty: 5620.429688
	Iteration 9Q: 3 clusters Score -1.084786e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10849382.000000 Penalty: 5620.429688
	Iteration 10Q: 3 clusters Score -1.084938e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10850160.000000 Penalty: 5620.429688
	Iteration 11Q: 3 clusters Score -1.085016e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10850448.000000 Penalty: 5620.429688
	Iteration 12Q: 3 clusters Score -1.085045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10850609.000000 Penalty: 5620.429688
	Iteration 13Q: 3 clusters Score -1.085061e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10850692.000000 Penalty: 5620.429688
	Iteration 14Q: 3 clusters Score -1.085069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10850728.000000 Penalty: 5620.429688
	Iteration 15Q: 3 clusters Score -1.085073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10850762.000000 Penalty: 5620.429688
	Iteration 16Q: 3 clusters Score -1.085076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10850773.000000 Penalty: 5620.429688
	Iteration 17Q: 3 clusters Score -1.085077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10850779.000000 Penalty: 5620.429688
	Iteration 18Q: 3 clusters Score -1.085078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10850790.000000 Penalty: 5620.429688
	Iteration 19Q: 3 clusters Score -1.085079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10850810.000000 Penalty: 5620.429688
	Iteration 20F: 3 clusters Score -1.085081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10850820.000000 Penalty: 5620.429688
	Iteration 21Q: 3 clusters Score -1.085082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10850819.000000 Penalty: 5620.429688
	Iteration 22Q: 3 clusters Score -1.085082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10850818.000000 Penalty: 5620.429688
	Iteration 23Q: 3 clusters Score -1.085082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10850820.000000 Penalty: 5620.429688
	Iteration 24Q: 3 clusters Score -1.085082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10850821.000000 Penalty: 5620.429688
	Iteration 25Q: 3 clusters Score -1.085082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10850827.000000 Penalty: 5620.429688
	Iteration 26Q: 3 clusters Score -1.085083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10850832.000000 Penalty: 5620.429688
	Iteration 27Q: 3 clusters Score -1.085083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10850844.000000 Penalty: 5620.429688
	Iteration 28Q: 3 clusters Score -1.085084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10850843.000000 Penalty: 5620.429688
	Iteration 29Q: 3 clusters Score -1.085084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10850837.000000 Penalty: 5620.429688
	Iteration 30Q: 3 clusters Score -1.085084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10850839.000000 Penalty: 5620.429688
	Iteration 31Q: 3 clusters Score -1.085084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10850835.000000 Penalty: 5620.429688
	Iteration 32Q: 3 clusters Score -1.085084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10850835.000000 Penalty: 5620.429688
	Iteration 33Q: 3 clusters Score -1.085084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10850835.000000 Penalty: 5620.429688
	Iteration 34F: 3 clusters Score -1.085084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Entering Unmasked Estep 
Score: -2354840.500000 Penalty: 2449.518799
	Iteration 0F: 2 clusters Score -2354840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2341065.500000 Penalty: 4899.037598
	Iteration 0F: 3 clusters Score -2341066 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2345974.250000 Penalty: 4899.037598
	Iteration 1F: 3 clusters Score -2345974 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2346640.500000 Penalty: 4899.037598
	Iteration 2F: 3 clusters Score -2346640 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2347521.250000 Penalty: 4899.037598
	Iteration 3F: 3 clusters Score -2347521 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2348609.250000 Penalty: 4899.037598
	Iteration 4F: 3 clusters Score -2348609 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2349719.750000 Penalty: 4899.037598
	Iteration 5F: 3 clusters Score -2349720 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2350640.250000 Penalty: 4899.037598
	Iteration 6F: 3 clusters Score -2350640 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2351273.500000 Penalty: 4899.037598
	Iteration 7F: 3 clusters Score -2351274 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2351665.250000 Penalty: 4899.037598
	Iteration 8Q: 3 clusters Score -2351665 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2351936.000000 Penalty: 4899.037598
	Iteration 9Q: 3 clusters Score -2351936 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2352128.500000 Penalty: 4899.037598
	Iteration 10Q: 3 clusters Score -2352128 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2352262.250000 Penalty: 4899.037598
	Iteration 11Q: 3 clusters Score -2352262 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2352365.750000 Penalty: 4899.037598
	Iteration 12Q: 3 clusters Score -2352366 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2352445.000000 Penalty: 4899.037598
	Iteration 13Q: 3 clusters Score -2352445 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2352492.000000 Penalty: 4899.037598
	Iteration 14Q: 3 clusters Score -2352492 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2352515.500000 Penalty: 4899.037598
	Iteration 15Q: 3 clusters Score -2352516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2352538.000000 Penalty: 4899.037598
	Iteration 16Q: 3 clusters Score -2352538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2352557.500000 Penalty: 4899.037598
	Iteration 17Q: 3 clusters Score -2352558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2352567.750000 Penalty: 4899.037598
	Iteration 18Q: 3 clusters Score -2352568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2352585.750000 Penalty: 4899.037598
	Iteration 19Q: 3 clusters Score -2352586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2352591.000000 Penalty: 4899.037598
	Iteration 20F: 3 clusters Score -2352591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2352609.250000 Penalty: 4899.037598
	Iteration 21Q: 3 clusters Score -2352609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2352606.500000 Penalty: 4899.037598
	Iteration 22Q: 3 clusters Score -2352606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2352617.000000 Penalty: 4899.037598
	Iteration 23Q: 3 clusters Score -2352617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2352621.500000 Penalty: 4899.037598
	Iteration 24Q: 3 clusters Score -2352622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2352627.250000 Penalty: 4899.037598
	Iteration 25Q: 3 clusters Score -2352627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2352621.250000 Penalty: 4899.037598
	Iteration 26Q: 3 clusters Score -2352621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2352623.250000 Penalty: 4899.037598
	Iteration 27Q: 3 clusters Score -2352623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2352633.250000 Penalty: 4899.037598
	Iteration 28Q: 3 clusters Score -2352633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2352641.250000 Penalty: 4899.037598
	Iteration 29Q: 3 clusters Score -2352641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2352647.500000 Penalty: 4899.037598
	Iteration 30Q: 3 clusters Score -2352648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2352646.750000 Penalty: 4899.037598
	Iteration 31Q: 3 clusters Score -2352647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2352650.750000 Penalty: 4899.037598
	Iteration 32Q: 3 clusters Score -2352651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2352657.500000 Penalty: 4899.037598
	Iteration 33Q: 3 clusters Score -2352658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2352669.500000 Penalty: 4899.037598
	Iteration 34Q: 3 clusters Score -2352670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2352673.000000 Penalty: 4899.037598
	Iteration 35Q: 3 clusters Score -2352673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2352671.750000 Penalty: 4899.037598
	Iteration 36Q: 3 clusters Score -2352672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2352680.000000 Penalty: 4899.037598
	Iteration 37Q: 3 clusters Score -2352680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2352692.000000 Penalty: 4899.037598
	Iteration 38Q: 3 clusters Score -2352692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2352696.500000 Penalty: 4899.037598
	Iteration 39Q: 3 clusters Score -2352696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2352701.000000 Penalty: 4899.037598
	Iteration 40F: 3 clusters Score -2352701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2352713.750000 Penalty: 4899.037598
	Iteration 41Q: 3 clusters Score -2352714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2352716.750000 Penalty: 4899.037598
	Iteration 42Q: 3 clusters Score -2352717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2352717.750000 Penalty: 4899.037598
	Iteration 43Q: 3 clusters Score -2352718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2352728.000000 Penalty: 4899.037598
	Iteration 44Q: 3 clusters Score -2352728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2352732.250000 Penalty: 4899.037598
	Iteration 45Q: 3 clusters Score -2352732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2352741.500000 Penalty: 4899.037598
	Iteration 46Q: 3 clusters Score -2352742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2352746.750000 Penalty: 4899.037598
	Iteration 47Q: 3 clusters Score -2352747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2352746.250000 Penalty: 4899.037598
	Iteration 48Q: 3 clusters Score -2352746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2352752.000000 Penalty: 4899.037598
	Iteration 49Q: 3 clusters Score -2352752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2352756.750000 Penalty: 4899.037598
	Iteration 50Q: 3 clusters Score -2352757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2352764.000000 Penalty: 4899.037598
	Iteration 51Q: 3 clusters Score -2352764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2352771.500000 Penalty: 4899.037598
	Iteration 52Q: 3 clusters Score -2352772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2352775.250000 Penalty: 4899.037598
	Iteration 53Q: 3 clusters Score -2352775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2352787.500000 Penalty: 4899.037598
	Iteration 54Q: 3 clusters Score -2352788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2352787.250000 Penalty: 4899.037598
	Iteration 55Q: 3 clusters Score -2352787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2352792.000000 Penalty: 4899.037598
	Iteration 56Q: 3 clusters Score -2352792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2352794.000000 Penalty: 4899.037598
	Iteration 57Q: 3 clusters Score -2352794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2352794.500000 Penalty: 4899.037598
	Iteration 58Q: 3 clusters Score -2352794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2352800.750000 Penalty: 4899.037598
	Iteration 59Q: 3 clusters Score -2352801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2352803.000000 Penalty: 4899.037598
	Iteration 60F: 3 clusters Score -2352803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2352802.000000 Penalty: 4899.037598
	Iteration 61Q: 3 clusters Score -2352802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2352808.000000 Penalty: 4899.037598
	Iteration 62Q: 3 clusters Score -2352808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2352812.750000 Penalty: 4899.037598
	Iteration 63Q: 3 clusters Score -2352813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2352816.500000 Penalty: 4899.037598
	Iteration 64Q: 3 clusters Score -2352816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2352815.750000 Penalty: 4899.037598
	Iteration 65Q: 3 clusters Score -2352816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2352823.500000 Penalty: 4899.037598
	Iteration 66Q: 3 clusters Score -2352824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2352840.750000 Penalty: 4899.037598
	Iteration 67Q: 3 clusters Score -2352841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2352844.000000 Penalty: 4899.037598
	Iteration 68Q: 3 clusters Score -2352844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2352851.500000 Penalty: 4899.037598
	Iteration 69Q: 3 clusters Score -2352852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2352858.500000 Penalty: 4899.037598
	Iteration 70Q: 3 clusters Score -2352858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2352874.000000 Penalty: 4899.037598
	Iteration 71Q: 3 clusters Score -2352874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2352881.500000 Penalty: 4899.037598
	Iteration 72Q: 3 clusters Score -2352882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2352891.250000 Penalty: 4899.037598
	Iteration 73Q: 3 clusters Score -2352891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2352901.000000 Penalty: 4899.037598
	Iteration 74Q: 3 clusters Score -2352901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2352903.000000 Penalty: 4899.037598
	Iteration 75Q: 3 clusters Score -2352903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2352907.250000 Penalty: 4899.037598
	Iteration 76Q: 3 clusters Score -2352907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2352917.750000 Penalty: 4899.037598
	Iteration 77Q: 3 clusters Score -2352918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2352928.000000 Penalty: 4899.037598
	Iteration 78Q: 3 clusters Score -2352928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2352938.750000 Penalty: 4899.037598
	Iteration 79Q: 3 clusters Score -2352939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2352956.000000 Penalty: 4899.037598
	Iteration 80F: 3 clusters Score -2352956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2352963.250000 Penalty: 4899.037598
	Iteration 81Q: 3 clusters Score -2352963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2352972.750000 Penalty: 4899.037598
	Iteration 82Q: 3 clusters Score -2352973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2352986.750000 Penalty: 4899.037598
	Iteration 83Q: 3 clusters Score -2352987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2353006.750000 Penalty: 4899.037598
	Iteration 84Q: 3 clusters Score -2353007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2353023.500000 Penalty: 4899.037598
	Iteration 85Q: 3 clusters Score -2353024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2353030.000000 Penalty: 4899.037598
	Iteration 86Q: 3 clusters Score -2353030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2353055.250000 Penalty: 4899.037598
	Iteration 87Q: 3 clusters Score -2353055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2353067.000000 Penalty: 4899.037598
	Iteration 88Q: 3 clusters Score -2353067 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2353080.500000 Penalty: 4899.037598
	Iteration 89Q: 3 clusters Score -2353080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2353103.750000 Penalty: 4899.037598
	Iteration 90Q: 3 clusters Score -2353104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2353119.750000 Penalty: 4899.037598
	Iteration 91Q: 3 clusters Score -2353120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2353147.000000 Penalty: 4899.037598
	Iteration 92Q: 3 clusters Score -2353147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2353181.750000 Penalty: 4899.037598
	Iteration 93Q: 3 clusters Score -2353182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2353217.000000 Penalty: 4899.037598
	Iteration 94Q: 3 clusters Score -2353217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2353257.000000 Penalty: 4899.037598
	Iteration 95Q: 3 clusters Score -2353257 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2353295.750000 Penalty: 4899.037598
	Iteration 96Q: 3 clusters Score -2353296 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2353332.000000 Penalty: 4899.037598
	Iteration 97Q: 3 clusters Score -2353332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2353386.250000 Penalty: 4899.037598
	Iteration 98Q: 3 clusters Score -2353386 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2353479.250000 Penalty: 4899.037598
	Iteration 99Q: 3 clusters Score -2353479 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2353615.250000 Penalty: 4899.037598
	Iteration 100F: 3 clusters Score -2353615 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2353775.000000 Penalty: 4899.037598
	Iteration 101Q: 3 clusters Score -2353775 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2353935.250000 Penalty: 4899.037598
	Iteration 102Q: 3 clusters Score -2353935 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2354056.750000 Penalty: 4899.037598
	Iteration 103Q: 3 clusters Score -2354057 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2354171.250000 Penalty: 4899.037598
	Iteration 104Q: 3 clusters Score -2354171 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2354241.750000 Penalty: 4899.037598
	Iteration 105Q: 3 clusters Score -2354242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2354299.750000 Penalty: 4899.037598
	Iteration 106Q: 3 clusters Score -2354300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2354332.250000 Penalty: 4899.037598
	Iteration 107Q: 3 clusters Score -2354332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2354360.250000 Penalty: 4899.037598
	Iteration 108Q: 3 clusters Score -2354360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2354382.250000 Penalty: 4899.037598
	Iteration 109Q: 3 clusters Score -2354382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2354392.500000 Penalty: 4899.037598
	Iteration 110Q: 3 clusters Score -2354392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2354402.000000 Penalty: 4899.037598
	Iteration 111Q: 3 clusters Score -2354402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2354412.750000 Penalty: 4899.037598
	Iteration 112Q: 3 clusters Score -2354413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2354415.750000 Penalty: 4899.037598
	Iteration 113Q: 3 clusters Score -2354416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2354424.500000 Penalty: 4899.037598
	Iteration 114Q: 3 clusters Score -2354424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2354425.250000 Penalty: 4899.037598
	Iteration 115Q: 3 clusters Score -2354425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2354429.250000 Penalty: 4899.037598
	Iteration 116Q: 3 clusters Score -2354429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2354434.250000 Penalty: 4899.037598
	Iteration 117Q: 3 clusters Score -2354434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2354438.000000 Penalty: 4899.037598
	Iteration 118Q: 3 clusters Score -2354438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2354447.500000 Penalty: 4899.037598
	Iteration 119Q: 3 clusters Score -2354448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2354453.250000 Penalty: 4899.037598
	Iteration 120F: 3 clusters Score -2354453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2354455.000000 Penalty: 4899.037598
	Iteration 121Q: 3 clusters Score -2354455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2354456.500000 Penalty: 4899.037598
	Iteration 122Q: 3 clusters Score -2354456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2354456.500000 Penalty: 4899.037598
	Iteration 123Q: 3 clusters Score -2354456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2354462.000000 Penalty: 4899.037598
	Iteration 124Q: 3 clusters Score -2354462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2354456.500000 Penalty: 4899.037598
	Iteration 125Q: 3 clusters Score -2354456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2354458.000000 Penalty: 4899.037598
	Iteration 126Q: 3 clusters Score -2354458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2354462.250000 Penalty: 4899.037598
	Iteration 127Q: 3 clusters Score -2354462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2354463.750000 Penalty: 4899.037598
	Iteration 128Q: 3 clusters Score -2354464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2354466.250000 Penalty: 4899.037598
	Iteration 129Q: 3 clusters Score -2354466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2354469.750000 Penalty: 4899.037598
	Iteration 130Q: 3 clusters Score -2354470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2354470.750000 Penalty: 4899.037598
	Iteration 131Q: 3 clusters Score -2354471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2354471.000000 Penalty: 4899.037598
	Iteration 132Q: 3 clusters Score -2354471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2354477.000000 Penalty: 4899.037598
	Iteration 133Q: 3 clusters Score -2354477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2354475.250000 Penalty: 4899.037598
	Iteration 134Q: 3 clusters Score -2354475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2354482.750000 Penalty: 4899.037598
	Iteration 135Q: 3 clusters Score -2354483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2354475.000000 Penalty: 4899.037598
	Iteration 136Q: 3 clusters Score -2354475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2354474.750000 Penalty: 4899.037598
	Iteration 137Q: 3 clusters Score -2354475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2354481.750000 Penalty: 4899.037598
	Iteration 138Q: 3 clusters Score -2354482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2354482.000000 Penalty: 4899.037598
	Iteration 139Q: 3 clusters Score -2354482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2354476.250000 Penalty: 4899.037598
	Iteration 140F: 3 clusters Score -2354476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2354483.000000 Penalty: 4899.037598
	Iteration 141Q: 3 clusters Score -2354483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2354486.500000 Penalty: 4899.037598
	Iteration 142Q: 3 clusters Score -2354486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2354481.750000 Penalty: 4899.037598
	Iteration 143Q: 3 clusters Score -2354482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2354481.500000 Penalty: 4899.037598
	Iteration 144Q: 3 clusters Score -2354482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2354484.000000 Penalty: 4899.037598
	Iteration 145Q: 3 clusters Score -2354484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2354481.250000 Penalty: 4899.037598
	Iteration 146Q: 3 clusters Score -2354481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2354481.750000 Penalty: 4899.037598
	Iteration 147Q: 3 clusters Score -2354482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2354480.750000 Penalty: 4899.037598
	Iteration 148Q: 3 clusters Score -2354481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2354479.500000 Penalty: 4899.037598
	Iteration 149Q: 3 clusters Score -2354480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2354483.000000 Penalty: 4899.037598
	Iteration 150Q: 3 clusters Score -2354483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2354481.750000 Penalty: 4899.037598
	Iteration 151Q: 3 clusters Score -2354482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2354484.250000 Penalty: 4899.037598
	Iteration 152Q: 3 clusters Score -2354484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2354482.000000 Penalty: 4899.037598
	Iteration 153Q: 3 clusters Score -2354482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2354482.000000 Penalty: 4899.037598
	Iteration 154F: 3 clusters Score -2354482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1230174.125000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1230174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1222917.875000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1222918 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1225033.500000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1225034 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1225350.000000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1225350 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1225562.625000 Penalty: 4535.788086
	Iteration 3Q: 3 clusters Score -1225563 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1225765.125000 Penalty: 4535.788086
	Iteration 4Q: 3 clusters Score -1225765 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1225961.750000 Penalty: 4535.788086
	Iteration 5Q: 3 clusters Score -1225962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1226161.500000 Penalty: 4535.788086
	Iteration 6Q: 3 clusters Score -1226162 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1226375.000000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1226375 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1226648.125000 Penalty: 4535.788086
	Iteration 8Q: 3 clusters Score -1226648 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1226971.250000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1226971 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1227353.000000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1227353 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1227798.875000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1227799 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1228256.875000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1228257 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1228679.750000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1228680 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1229050.750000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1229051 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1229307.750000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1229308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1229420.750000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1229421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1229466.000000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1229466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1229483.875000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1229484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1229487.875000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1229488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1229492.125000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1229492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1229493.250000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1229493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1229496.875000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1229497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1229501.000000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1229501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1229502.125000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1229502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1229503.375000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1229503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1229504.875000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1229505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1229505.875000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1229506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1229505.000000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1229505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1229507.500000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1229508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1229508.125000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1229508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1229511.625000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1229512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1229511.625000 Penalty: 4535.788086
	Iteration 32F: 3 clusters Score -1229512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Entering Unmasked Estep 
Score: -2193984.500000 Penalty: 2431.405518
	Iteration 0F: 2 clusters Score -2193984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2181120.250000 Penalty: 4862.811035
	Iteration 0F: 3 clusters Score -2181120 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2185508.750000 Penalty: 4862.811035
	Iteration 1F: 3 clusters Score -2185509 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2186070.500000 Penalty: 4862.811035
	Iteration 2F: 3 clusters Score -2186070 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2186628.500000 Penalty: 4862.811035
	Iteration 3F: 3 clusters Score -2186628 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2187254.500000 Penalty: 4862.811035
	Iteration 4F: 3 clusters Score -2187254 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2187919.750000 Penalty: 4862.811035
	Iteration 5F: 3 clusters Score -2187920 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2188624.000000 Penalty: 4862.811035
	Iteration 6F: 3 clusters Score -2188624 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2189267.750000 Penalty: 4862.811035
	Iteration 7F: 3 clusters Score -2189268 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2189843.750000 Penalty: 4862.811035
	Iteration 8F: 3 clusters Score -2189844 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2190269.250000 Penalty: 4862.811035
	Iteration 9Q: 3 clusters Score -2190269 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2190591.750000 Penalty: 4862.811035
	Iteration 10Q: 3 clusters Score -2190592 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2190818.500000 Penalty: 4862.811035
	Iteration 11Q: 3 clusters Score -2190818 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2190977.000000 Penalty: 4862.811035
	Iteration 12Q: 3 clusters Score -2190977 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2191129.250000 Penalty: 4862.811035
	Iteration 13Q: 3 clusters Score -2191129 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2191260.500000 Penalty: 4862.811035
	Iteration 14Q: 3 clusters Score -2191260 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2191411.750000 Penalty: 4862.811035
	Iteration 15Q: 3 clusters Score -2191412 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2191546.000000 Penalty: 4862.811035
	Iteration 16Q: 3 clusters Score -2191546 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2191678.750000 Penalty: 4862.811035
	Iteration 17Q: 3 clusters Score -2191679 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2191787.250000 Penalty: 4862.811035
	Iteration 18Q: 3 clusters Score -2191787 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2191879.500000 Penalty: 4862.811035
	Iteration 19Q: 3 clusters Score -2191880 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2191958.000000 Penalty: 4862.811035
	Iteration 20F: 3 clusters Score -2191958 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2192017.250000 Penalty: 4862.811035
	Iteration 21Q: 3 clusters Score -2192017 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2192073.000000 Penalty: 4862.811035
	Iteration 22Q: 3 clusters Score -2192073 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2192137.500000 Penalty: 4862.811035
	Iteration 23Q: 3 clusters Score -2192138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2192183.000000 Penalty: 4862.811035
	Iteration 24Q: 3 clusters Score -2192183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2192225.000000 Penalty: 4862.811035
	Iteration 25Q: 3 clusters Score -2192225 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2192259.750000 Penalty: 4862.811035
	Iteration 26Q: 3 clusters Score -2192260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2192290.000000 Penalty: 4862.811035
	Iteration 27Q: 3 clusters Score -2192290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2192327.250000 Penalty: 4862.811035
	Iteration 28Q: 3 clusters Score -2192327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2192364.500000 Penalty: 4862.811035
	Iteration 29Q: 3 clusters Score -2192364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2192395.750000 Penalty: 4862.811035
	Iteration 30Q: 3 clusters Score -2192396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2192429.000000 Penalty: 4862.811035
	Iteration 31Q: 3 clusters Score -2192429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2192455.500000 Penalty: 4862.811035
	Iteration 32Q: 3 clusters Score -2192456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2192477.500000 Penalty: 4862.811035
	Iteration 33Q: 3 clusters Score -2192478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2192510.500000 Penalty: 4862.811035
	Iteration 34Q: 3 clusters Score -2192510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2192537.750000 Penalty: 4862.811035
	Iteration 35Q: 3 clusters Score -2192538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2192559.250000 Penalty: 4862.811035
	Iteration 36Q: 3 clusters Score -2192559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2192587.250000 Penalty: 4862.811035
	Iteration 37Q: 3 clusters Score -2192587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2192596.000000 Penalty: 4862.811035
	Iteration 38Q: 3 clusters Score -2192596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2192614.500000 Penalty: 4862.811035
	Iteration 39Q: 3 clusters Score -2192614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2192631.750000 Penalty: 4862.811035
	Iteration 40F: 3 clusters Score -2192632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2192649.000000 Penalty: 4862.811035
	Iteration 41Q: 3 clusters Score -2192649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2192665.750000 Penalty: 4862.811035
	Iteration 42Q: 3 clusters Score -2192666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2192680.000000 Penalty: 4862.811035
	Iteration 43Q: 3 clusters Score -2192680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2192693.250000 Penalty: 4862.811035
	Iteration 44Q: 3 clusters Score -2192693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2192704.750000 Penalty: 4862.811035
	Iteration 45Q: 3 clusters Score -2192705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2192714.750000 Penalty: 4862.811035
	Iteration 46Q: 3 clusters Score -2192715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2192735.250000 Penalty: 4862.811035
	Iteration 47Q: 3 clusters Score -2192735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2192743.750000 Penalty: 4862.811035
	Iteration 48Q: 3 clusters Score -2192744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2192747.500000 Penalty: 4862.811035
	Iteration 49Q: 3 clusters Score -2192748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2192752.750000 Penalty: 4862.811035
	Iteration 50Q: 3 clusters Score -2192753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2192758.500000 Penalty: 4862.811035
	Iteration 51Q: 3 clusters Score -2192758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2192761.000000 Penalty: 4862.811035
	Iteration 52Q: 3 clusters Score -2192761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2192767.500000 Penalty: 4862.811035
	Iteration 53Q: 3 clusters Score -2192768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2192771.500000 Penalty: 4862.811035
	Iteration 54Q: 3 clusters Score -2192772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2192773.000000 Penalty: 4862.811035
	Iteration 55Q: 3 clusters Score -2192773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2192780.000000 Penalty: 4862.811035
	Iteration 56Q: 3 clusters Score -2192780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2192782.000000 Penalty: 4862.811035
	Iteration 57Q: 3 clusters Score -2192782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2192785.250000 Penalty: 4862.811035
	Iteration 58Q: 3 clusters Score -2192785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2192786.750000 Penalty: 4862.811035
	Iteration 59Q: 3 clusters Score -2192787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2192792.500000 Penalty: 4862.811035
	Iteration 60F: 3 clusters Score -2192792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2192795.250000 Penalty: 4862.811035
	Iteration 61Q: 3 clusters Score -2192795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2192796.500000 Penalty: 4862.811035
	Iteration 62Q: 3 clusters Score -2192796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2192803.000000 Penalty: 4862.811035
	Iteration 63Q: 3 clusters Score -2192803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2192810.000000 Penalty: 4862.811035
	Iteration 64Q: 3 clusters Score -2192810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2192818.750000 Penalty: 4862.811035
	Iteration 65Q: 3 clusters Score -2192819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2192827.250000 Penalty: 4862.811035
	Iteration 66Q: 3 clusters Score -2192827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2192835.000000 Penalty: 4862.811035
	Iteration 67Q: 3 clusters Score -2192835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2192847.750000 Penalty: 4862.811035
	Iteration 68Q: 3 clusters Score -2192848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2192856.000000 Penalty: 4862.811035
	Iteration 69Q: 3 clusters Score -2192856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2192860.750000 Penalty: 4862.811035
	Iteration 70Q: 3 clusters Score -2192861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2192870.500000 Penalty: 4862.811035
	Iteration 71Q: 3 clusters Score -2192870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2192876.500000 Penalty: 4862.811035
	Iteration 72Q: 3 clusters Score -2192876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2192882.500000 Penalty: 4862.811035
	Iteration 73Q: 3 clusters Score -2192882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2192890.000000 Penalty: 4862.811035
	Iteration 74Q: 3 clusters Score -2192890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2192891.250000 Penalty: 4862.811035
	Iteration 75Q: 3 clusters Score -2192891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2192900.250000 Penalty: 4862.811035
	Iteration 76Q: 3 clusters Score -2192900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2192905.500000 Penalty: 4862.811035
	Iteration 77Q: 3 clusters Score -2192906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2192908.750000 Penalty: 4862.811035
	Iteration 78Q: 3 clusters Score -2192909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2192914.000000 Penalty: 4862.811035
	Iteration 79Q: 3 clusters Score -2192914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2192917.000000 Penalty: 4862.811035
	Iteration 80F: 3 clusters Score -2192917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2192916.500000 Penalty: 4862.811035
	Iteration 81Q: 3 clusters Score -2192916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2192917.500000 Penalty: 4862.811035
	Iteration 82Q: 3 clusters Score -2192918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2192914.500000 Penalty: 4862.811035
	Iteration 83Q: 3 clusters Score -2192914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2192914.500000 Penalty: 4862.811035
	Iteration 84F: 3 clusters Score -2192914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -500757.218750 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -500757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -496937.687500 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -496937.7 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -497745.531250 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -497745.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -497923.843750 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -497923.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -498016.781250 Penalty: 4097.716797
	Iteration 3Q: 3 clusters Score -498016.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -498083.156250 Penalty: 4097.716797
	Iteration 4Q: 3 clusters Score -498083.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -498145.156250 Penalty: 4097.716797
	Iteration 5Q: 3 clusters Score -498145.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -498198.156250 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -498198.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -498258.156250 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -498258.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -498303.281250 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -498303.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -498346.687500 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -498346.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -498393.125000 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -498393.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -498423.000000 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -498423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -498450.343750 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -498450.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -498481.781250 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -498481.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -498499.218750 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -498499.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -498511.531250 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -498511.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -498522.281250 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -498522.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -498538.937500 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -498538.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -498556.062500 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -498556.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -498571.031250 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -498571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -498590.187500 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -498590.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -498613.250000 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -498613.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -498632.937500 Penalty: 4097.716797
	Iteration 22Q: 3 clusters Score -498632.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -498656.218750 Penalty: 4097.716797
	Iteration 23Q: 3 clusters Score -498656.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -498675.375000 Penalty: 4097.716797
	Iteration 24Q: 3 clusters Score -498675.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -498688.468750 Penalty: 4097.716797
	Iteration 25Q: 3 clusters Score -498688.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -498695.875000 Penalty: 4097.716797
	Iteration 26Q: 3 clusters Score -498695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -498707.093750 Penalty: 4097.716797
	Iteration 27Q: 3 clusters Score -498707.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -498715.031250 Penalty: 4097.716797
	Iteration 28Q: 3 clusters Score -498715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -498723.625000 Penalty: 4097.716797
	Iteration 29Q: 3 clusters Score -498723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -498727.750000 Penalty: 4097.716797
	Iteration 30Q: 3 clusters Score -498727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -498729.718750 Penalty: 4097.716797
	Iteration 31Q: 3 clusters Score -498729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -498731.750000 Penalty: 4097.716797
	Iteration 32Q: 3 clusters Score -498731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -498732.937500 Penalty: 4097.716797
	Iteration 33Q: 3 clusters Score -498732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -498734.687500 Penalty: 4097.716797
	Iteration 34Q: 3 clusters Score -498734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -498735.250000 Penalty: 4097.716797
	Iteration 35Q: 3 clusters Score -498735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -498736.000000 Penalty: 4097.716797
	Iteration 36Q: 3 clusters Score -498736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -498736.000000 Penalty: 4097.716797
	Iteration 37F: 3 clusters Score -498736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -325823.312500 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -325823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322845.562500 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -322845.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -323419.718750 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -323419.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -323540.343750 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -323540.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323627.500000 Penalty: 3900.752197
	Iteration 3Q: 3 clusters Score -323627.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -323679.437500 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -323679.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -323714.687500 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -323714.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -323742.468750 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -323742.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -323779.593750 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -323779.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -323816.375000 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -323816.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -323831.843750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -323831.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -323852.687500 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -323852.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -323880.187500 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -323880.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -323911.718750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -323911.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -323935.843750 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -323935.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -323952.687500 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -323952.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -323963.906250 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -323963.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -323975.500000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -323975.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -323993.718750 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -323993.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -324010.843750 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -324010.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -324033.937500 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -324033.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -324058.968750 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -324059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -324076.875000 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -324076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -324093.656250 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -324093.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -324118.906250 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -324118.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -324134.125000 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -324134.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -324148.093750 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -324148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -324158.125000 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -324158.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -324168.562500 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -324168.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -324174.843750 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -324174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -324179.062500 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -324179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -324182.718750 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -324182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -324189.156250 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -324189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -324194.156250 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -324194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -324200.562500 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -324200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -324209.718750 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -324209.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -324215.812500 Penalty: 3900.752197
	Iteration 35Q: 3 clusters Score -324215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -324218.968750 Penalty: 3900.752197
	Iteration 36Q: 3 clusters Score -324219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -324224.687500 Penalty: 3900.752197
	Iteration 37Q: 3 clusters Score -324224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -324227.656250 Penalty: 3900.752197
	Iteration 38Q: 3 clusters Score -324227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -324229.687500 Penalty: 3900.752197
	Iteration 39Q: 3 clusters Score -324229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -324230.593750 Penalty: 3900.752197
	Iteration 40F: 3 clusters Score -324230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -677538.875000 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -677538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -672734.312500 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -672734.3 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -673869.312500 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -673869.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -674076.750000 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -674076.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -674220.500000 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -674220.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -674326.000000 Penalty: 4264.167969
	Iteration 4Q: 3 clusters Score -674326 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -674412.562500 Penalty: 4264.167969
	Iteration 5Q: 3 clusters Score -674412.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -674483.375000 Penalty: 4264.167969
	Iteration 6Q: 3 clusters Score -674483.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -674538.437500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -674538.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -674574.250000 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -674574.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -674600.750000 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -674600.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -674624.687500 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -674624.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -674646.500000 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -674646.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -674664.250000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -674664.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -674680.375000 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -674680.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -674695.500000 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -674695.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -674709.500000 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -674709.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -674719.437500 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -674719.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -674729.375000 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -674729.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -674738.375000 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -674738.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -674745.750000 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -674745.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -674753.875000 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -674753.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -674757.625000 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -674757.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -674764.625000 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -674764.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -674770.687500 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -674770.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -674777.937500 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -674777.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -674781.125000 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -674781.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -674787.750000 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -674787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -674794.875000 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -674794.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -674801.125000 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -674801.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -674806.937500 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -674806.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -674818.687500 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -674818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -674829.375000 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -674829.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -674835.937500 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -674835.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -674847.250000 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -674847.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -674859.937500 Penalty: 4264.167969
	Iteration 34Q: 3 clusters Score -674859.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -674874.750000 Penalty: 4264.167969
	Iteration 35Q: 3 clusters Score -674874.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -674888.125000 Penalty: 4264.167969
	Iteration 36Q: 3 clusters Score -674888.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -674902.437500 Penalty: 4264.167969
	Iteration 37Q: 3 clusters Score -674902.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -674916.187500 Penalty: 4264.167969
	Iteration 38Q: 3 clusters Score -674916.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -674933.875000 Penalty: 4264.167969
	Iteration 39Q: 3 clusters Score -674933.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -674944.812500 Penalty: 4264.167969
	Iteration 40F: 3 clusters Score -674944.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -674951.875000 Penalty: 4264.167969
	Iteration 41Q: 3 clusters Score -674951.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -674964.187500 Penalty: 4264.167969
	Iteration 42Q: 3 clusters Score -674964.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -674978.062500 Penalty: 4264.167969
	Iteration 43Q: 3 clusters Score -674978.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -674994.375000 Penalty: 4264.167969
	Iteration 44Q: 3 clusters Score -674994.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -675020.437500 Penalty: 4264.167969
	Iteration 45Q: 3 clusters Score -675020.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -675048.062500 Penalty: 4264.167969
	Iteration 46Q: 3 clusters Score -675048.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -675078.062500 Penalty: 4264.167969
	Iteration 47Q: 3 clusters Score -675078.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -675108.375000 Penalty: 4264.167969
	Iteration 48Q: 3 clusters Score -675108.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -675139.687500 Penalty: 4264.167969
	Iteration 49Q: 3 clusters Score -675139.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -675156.812500 Penalty: 4264.167969
	Iteration 50Q: 3 clusters Score -675156.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -675172.250000 Penalty: 4264.167969
	Iteration 51Q: 3 clusters Score -675172.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -675188.312500 Penalty: 4264.167969
	Iteration 52Q: 3 clusters Score -675188.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -675218.250000 Penalty: 4264.167969
	Iteration 53Q: 3 clusters Score -675218.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -675261.187500 Penalty: 4264.167969
	Iteration 54Q: 3 clusters Score -675261.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -675311.937500 Penalty: 4264.167969
	Iteration 55Q: 3 clusters Score -675311.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -675365.125000 Penalty: 4264.167969
	Iteration 56Q: 3 clusters Score -675365.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -675445.250000 Penalty: 4264.167969
	Iteration 57Q: 3 clusters Score -675445.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -675544.812500 Penalty: 4264.167969
	Iteration 58Q: 3 clusters Score -675544.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -675645.062500 Penalty: 4264.167969
	Iteration 59Q: 3 clusters Score -675645.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -675758.000000 Penalty: 4264.167969
	Iteration 60F: 3 clusters Score -675758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -675860.750000 Penalty: 4264.167969
	Iteration 61Q: 3 clusters Score -675860.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -675946.812500 Penalty: 4264.167969
	Iteration 62Q: 3 clusters Score -675946.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -676014.125000 Penalty: 4264.167969
	Iteration 63Q: 3 clusters Score -676014.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -676056.562500 Penalty: 4264.167969
	Iteration 64Q: 3 clusters Score -676056.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -676077.062500 Penalty: 4264.167969
	Iteration 65Q: 3 clusters Score -676077.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -676092.187500 Penalty: 4264.167969
	Iteration 66Q: 3 clusters Score -676092.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -676100.562500 Penalty: 4264.167969
	Iteration 67Q: 3 clusters Score -676100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -676101.437500 Penalty: 4264.167969
	Iteration 68Q: 3 clusters Score -676101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -676104.062500 Penalty: 4264.167969
	Iteration 69Q: 3 clusters Score -676104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -676107.687500 Penalty: 4264.167969
	Iteration 70Q: 3 clusters Score -676107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -676109.312500 Penalty: 4264.167969
	Iteration 71Q: 3 clusters Score -676109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -676110.187500 Penalty: 4264.167969
	Iteration 72Q: 3 clusters Score -676110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -676110.562500 Penalty: 4264.167969
	Iteration 73Q: 3 clusters Score -676110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -676111.562500 Penalty: 4264.167969
	Iteration 74Q: 3 clusters Score -676111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -676112.750000 Penalty: 4264.167969
	Iteration 75Q: 3 clusters Score -676112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -676115.187500 Penalty: 4264.167969
	Iteration 76Q: 3 clusters Score -676115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -676117.250000 Penalty: 4264.167969
	Iteration 77Q: 3 clusters Score -676117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -676118.812500 Penalty: 4264.167969
	Iteration 78Q: 3 clusters Score -676118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -676125.562500 Penalty: 4264.167969
	Iteration 79Q: 3 clusters Score -676125.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -676134.312500 Penalty: 4264.167969
	Iteration 80F: 3 clusters Score -676134.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -676139.500000 Penalty: 4264.167969
	Iteration 81Q: 3 clusters Score -676139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -676143.437500 Penalty: 4264.167969
	Iteration 82Q: 3 clusters Score -676143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -676151.062500 Penalty: 4264.167969
	Iteration 83Q: 3 clusters Score -676151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -676154.687500 Penalty: 4264.167969
	Iteration 84Q: 3 clusters Score -676154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -676155.187500 Penalty: 4264.167969
	Iteration 85Q: 3 clusters Score -676155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -676158.187500 Penalty: 4264.167969
	Iteration 86Q: 3 clusters Score -676158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -676158.687500 Penalty: 4264.167969
	Iteration 87Q: 3 clusters Score -676158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -676160.687500 Penalty: 4264.167969
	Iteration 88Q: 3 clusters Score -676160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -676161.437500 Penalty: 4264.167969
	Iteration 89Q: 3 clusters Score -676161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -676162.875000 Penalty: 4264.167969
	Iteration 90Q: 3 clusters Score -676162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -676163.125000 Penalty: 4264.167969
	Iteration 91Q: 3 clusters Score -676163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -676162.812500 Penalty: 4264.167969
	Iteration 92Q: 3 clusters Score -676162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -676163.687500 Penalty: 4264.167969
	Iteration 93Q: 3 clusters Score -676163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -676164.125000 Penalty: 4264.167969
	Iteration 94Q: 3 clusters Score -676164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -676164.125000 Penalty: 4264.167969
	Iteration 95F: 3 clusters Score -676164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -1494071.500000 Penalty: 2317.593262
	Iteration 0F: 2 clusters Score -1494072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1485449.625000 Penalty: 4635.186523
	Iteration 0F: 3 clusters Score -1485450 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1488136.875000 Penalty: 4635.186523
	Iteration 1F: 3 clusters Score -1488137 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1488664.000000 Penalty: 4635.186523
	Iteration 2F: 3 clusters Score -1488664 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1489457.000000 Penalty: 4635.186523
	Iteration 3F: 3 clusters Score -1489457 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1490544.750000 Penalty: 4635.186523
	Iteration 4F: 3 clusters Score -1490545 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1491573.500000 Penalty: 4635.186523
	Iteration 5F: 3 clusters Score -1491574 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1492245.875000 Penalty: 4635.186523
	Iteration 6F: 3 clusters Score -1492246 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1492590.125000 Penalty: 4635.186523
	Iteration 7F: 3 clusters Score -1492590 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1492790.125000 Penalty: 4635.186523
	Iteration 8Q: 3 clusters Score -1492790 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1492938.500000 Penalty: 4635.186523
	Iteration 9Q: 3 clusters Score -1492938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1493049.000000 Penalty: 4635.186523
	Iteration 10Q: 3 clusters Score -1493049 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1493117.000000 Penalty: 4635.186523
	Iteration 11Q: 3 clusters Score -1493117 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1493179.125000 Penalty: 4635.186523
	Iteration 12Q: 3 clusters Score -1493179 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1493235.250000 Penalty: 4635.186523
	Iteration 13Q: 3 clusters Score -1493235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1493268.500000 Penalty: 4635.186523
	Iteration 14Q: 3 clusters Score -1493268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1493314.000000 Penalty: 4635.186523
	Iteration 15Q: 3 clusters Score -1493314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1493339.875000 Penalty: 4635.186523
	Iteration 16Q: 3 clusters Score -1493340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1493364.250000 Penalty: 4635.186523
	Iteration 17Q: 3 clusters Score -1493364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1493387.125000 Penalty: 4635.186523
	Iteration 18Q: 3 clusters Score -1493387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1493407.250000 Penalty: 4635.186523
	Iteration 19Q: 3 clusters Score -1493407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1493419.125000 Penalty: 4635.186523
	Iteration 20F: 3 clusters Score -1493419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1493426.375000 Penalty: 4635.186523
	Iteration 21Q: 3 clusters Score -1493426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1493433.125000 Penalty: 4635.186523
	Iteration 22Q: 3 clusters Score -1493433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1493439.375000 Penalty: 4635.186523
	Iteration 23Q: 3 clusters Score -1493439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1493442.500000 Penalty: 4635.186523
	Iteration 24Q: 3 clusters Score -1493442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1493447.375000 Penalty: 4635.186523
	Iteration 25Q: 3 clusters Score -1493447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1493449.250000 Penalty: 4635.186523
	Iteration 26Q: 3 clusters Score -1493449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1493453.750000 Penalty: 4635.186523
	Iteration 27Q: 3 clusters Score -1493454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1493450.625000 Penalty: 4635.186523
	Iteration 28Q: 3 clusters Score -1493451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1493452.625000 Penalty: 4635.186523
	Iteration 29Q: 3 clusters Score -1493453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1493453.500000 Penalty: 4635.186523
	Iteration 30Q: 3 clusters Score -1493454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1493454.375000 Penalty: 4635.186523
	Iteration 31Q: 3 clusters Score -1493454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1493453.125000 Penalty: 4635.186523
	Iteration 32Q: 3 clusters Score -1493453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1493453.625000 Penalty: 4635.186523
	Iteration 33Q: 3 clusters Score -1493454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1493456.125000 Penalty: 4635.186523
	Iteration 34Q: 3 clusters Score -1493456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1493455.500000 Penalty: 4635.186523
	Iteration 35Q: 3 clusters Score -1493456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1493455.250000 Penalty: 4635.186523
	Iteration 36Q: 3 clusters Score -1493455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1493457.375000 Penalty: 4635.186523
	Iteration 37Q: 3 clusters Score -1493457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1493457.500000 Penalty: 4635.186523
	Iteration 38Q: 3 clusters Score -1493458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1493457.625000 Penalty: 4635.186523
	Iteration 39Q: 3 clusters Score -1493458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1493458.125000 Penalty: 4635.186523
	Iteration 40F: 3 clusters Score -1493458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1493458.000000 Penalty: 4635.186523
	Iteration 41Q: 3 clusters Score -1493458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1493458.000000 Penalty: 4635.186523
	Iteration 42Q: 3 clusters Score -1493458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1493456.000000 Penalty: 4635.186523
	Iteration 43Q: 3 clusters Score -1493456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1493456.625000 Penalty: 4635.186523
	Iteration 44Q: 3 clusters Score -1493457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1493457.000000 Penalty: 4635.186523
	Iteration 45Q: 3 clusters Score -1493457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1493455.500000 Penalty: 4635.186523
	Iteration 46Q: 3 clusters Score -1493456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1493452.750000 Penalty: 4635.186523
	Iteration 47Q: 3 clusters Score -1493453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1493454.750000 Penalty: 4635.186523
	Iteration 48Q: 3 clusters Score -1493455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1493459.125000 Penalty: 4635.186523
	Iteration 49Q: 3 clusters Score -1493459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1493462.625000 Penalty: 4635.186523
	Iteration 50Q: 3 clusters Score -1493463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1493464.375000 Penalty: 4635.186523
	Iteration 51Q: 3 clusters Score -1493464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1493463.000000 Penalty: 4635.186523
	Iteration 52Q: 3 clusters Score -1493463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1493469.625000 Penalty: 4635.186523
	Iteration 53Q: 3 clusters Score -1493470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1493466.125000 Penalty: 4635.186523
	Iteration 54Q: 3 clusters Score -1493466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1493465.750000 Penalty: 4635.186523
	Iteration 55Q: 3 clusters Score -1493466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1493466.250000 Penalty: 4635.186523
	Iteration 56Q: 3 clusters Score -1493466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1493467.625000 Penalty: 4635.186523
	Iteration 57Q: 3 clusters Score -1493468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1493468.000000 Penalty: 4635.186523
	Iteration 58Q: 3 clusters Score -1493468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1493466.750000 Penalty: 4635.186523
	Iteration 59Q: 3 clusters Score -1493467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1493468.500000 Penalty: 4635.186523
	Iteration 60F: 3 clusters Score -1493468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1493467.750000 Penalty: 4635.186523
	Iteration 61Q: 3 clusters Score -1493468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1493467.750000 Penalty: 4635.186523
	Iteration 62F: 3 clusters Score -1493468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -188320.531250 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -188320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -185995.390625 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -185995.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -186531.234375 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -186531.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186801.078125 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -186801.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187067.562500 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -187067.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187408.921875 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -187408.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -187696.656250 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -187696.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -187851.640625 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -187851.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187910.500000 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -187910.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -187934.843750 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -187934.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187955.484375 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -187955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -187964.984375 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -187965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187966.265625 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -187966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187968.734375 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -187968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187970.984375 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -187971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -187971.718750 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -187971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187972.296875 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -187972.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187972.296875 Penalty: 3649.664062
	Iteration 16F: 3 clusters Score -187972.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -342942.812500 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -342942.8 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 1449 members 
Entering Unmasked Estep 
Score: -339728.062500 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -339728.1 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340468.687500 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -340468.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -340703.343750 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -340703.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -340832.281250 Penalty: 3954.172119
	Iteration 3F: 3 clusters Score -340832.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -340924.437500 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -340924.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -340993.937500 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -340993.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -341055.593750 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -341055.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -341107.875000 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -341107.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -341164.875000 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -341164.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -341193.500000 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -341193.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -341222.031250 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -341222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -341239.343750 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -341239.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -341247.656250 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -341247.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -341255.031250 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -341255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -341261.625000 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -341261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -341271.937500 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -341271.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -341277.500000 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -341277.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -341280.843750 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -341280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -341282.968750 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -341283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -341284.781250 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -341284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -341285.812500 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -341285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -341285.687500 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -341285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -341285.687500 Penalty: 3954.172119
	Iteration 22F: 3 clusters Score -341285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Entering Unmasked Estep 
Score: -962073.062500 Penalty: 2225.830811
	Iteration 0F: 2 clusters Score -962073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -955727.062500 Penalty: 4451.661621
	Iteration 0F: 3 clusters Score -955727.1 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -957657.750000 Penalty: 4451.661621
	Iteration 1F: 3 clusters Score -957657.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -958108.625000 Penalty: 4451.661621
	Iteration 2F: 3 clusters Score -958108.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -958506.000000 Penalty: 4451.661621
	Iteration 3F: 3 clusters Score -958506 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -958966.125000 Penalty: 4451.661621
	Iteration 4F: 3 clusters Score -958966.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -959415.187500 Penalty: 4451.661621
	Iteration 5F: 3 clusters Score -959415.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -959743.562500 Penalty: 4451.661621
	Iteration 6F: 3 clusters Score -959743.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -959984.312500 Penalty: 4451.661621
	Iteration 7Q: 3 clusters Score -959984.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -960186.250000 Penalty: 4451.661621
	Iteration 8Q: 3 clusters Score -960186.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -960335.875000 Penalty: 4451.661621
	Iteration 9Q: 3 clusters Score -960335.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -960458.625000 Penalty: 4451.661621
	Iteration 10Q: 3 clusters Score -960458.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -960567.812500 Penalty: 4451.661621
	Iteration 11Q: 3 clusters Score -960567.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -960672.562500 Penalty: 4451.661621
	Iteration 12Q: 3 clusters Score -960672.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -960748.687500 Penalty: 4451.661621
	Iteration 13Q: 3 clusters Score -960748.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -960799.625000 Penalty: 4451.661621
	Iteration 14Q: 3 clusters Score -960799.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -960844.437500 Penalty: 4451.661621
	Iteration 15Q: 3 clusters Score -960844.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -960874.250000 Penalty: 4451.661621
	Iteration 16Q: 3 clusters Score -960874.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -960903.750000 Penalty: 4451.661621
	Iteration 17Q: 3 clusters Score -960903.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -960928.812500 Penalty: 4451.661621
	Iteration 18Q: 3 clusters Score -960928.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -960944.125000 Penalty: 4451.661621
	Iteration 19Q: 3 clusters Score -960944.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -960957.250000 Penalty: 4451.661621
	Iteration 20F: 3 clusters Score -960957.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -960969.500000 Penalty: 4451.661621
	Iteration 21Q: 3 clusters Score -960969.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -960986.250000 Penalty: 4451.661621
	Iteration 22Q: 3 clusters Score -960986.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -961000.125000 Penalty: 4451.661621
	Iteration 23Q: 3 clusters Score -961000.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -961015.687500 Penalty: 4451.661621
	Iteration 24Q: 3 clusters Score -961015.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -961028.687500 Penalty: 4451.661621
	Iteration 25Q: 3 clusters Score -961028.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -961043.875000 Penalty: 4451.661621
	Iteration 26Q: 3 clusters Score -961043.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -961059.250000 Penalty: 4451.661621
	Iteration 27Q: 3 clusters Score -961059.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -961071.312500 Penalty: 4451.661621
	Iteration 28Q: 3 clusters Score -961071.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -961084.562500 Penalty: 4451.661621
	Iteration 29Q: 3 clusters Score -961084.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -961091.062500 Penalty: 4451.661621
	Iteration 30Q: 3 clusters Score -961091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -961095.000000 Penalty: 4451.661621
	Iteration 31Q: 3 clusters Score -961095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -961100.250000 Penalty: 4451.661621
	Iteration 32Q: 3 clusters Score -961100.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -961106.562500 Penalty: 4451.661621
	Iteration 33Q: 3 clusters Score -961106.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -961112.375000 Penalty: 4451.661621
	Iteration 34Q: 3 clusters Score -961112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -961115.375000 Penalty: 4451.661621
	Iteration 35Q: 3 clusters Score -961115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -961115.750000 Penalty: 4451.661621
	Iteration 36Q: 3 clusters Score -961115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -961117.437500 Penalty: 4451.661621
	Iteration 37Q: 3 clusters Score -961117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -961120.562500 Penalty: 4451.661621
	Iteration 38Q: 3 clusters Score -961120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -961123.250000 Penalty: 4451.661621
	Iteration 39Q: 3 clusters Score -961123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -961129.875000 Penalty: 4451.661621
	Iteration 40F: 3 clusters Score -961129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -961133.500000 Penalty: 4451.661621
	Iteration 41Q: 3 clusters Score -961133.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -961138.562500 Penalty: 4451.661621
	Iteration 42Q: 3 clusters Score -961138.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -961143.187500 Penalty: 4451.661621
	Iteration 43Q: 3 clusters Score -961143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -961145.062500 Penalty: 4451.661621
	Iteration 44Q: 3 clusters Score -961145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -961147.812500 Penalty: 4451.661621
	Iteration 45Q: 3 clusters Score -961147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -961150.062500 Penalty: 4451.661621
	Iteration 46Q: 3 clusters Score -961150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -961150.125000 Penalty: 4451.661621
	Iteration 47Q: 3 clusters Score -961150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -961153.000000 Penalty: 4451.661621
	Iteration 48Q: 3 clusters Score -961153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -961153.937500 Penalty: 4451.661621
	Iteration 49Q: 3 clusters Score -961153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -961151.750000 Penalty: 4451.661621
	Iteration 50Q: 3 clusters Score -961151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -961152.625000 Penalty: 4451.661621
	Iteration 51Q: 3 clusters Score -961152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -961155.750000 Penalty: 4451.661621
	Iteration 52Q: 3 clusters Score -961155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -961154.562500 Penalty: 4451.661621
	Iteration 53Q: 3 clusters Score -961154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -961158.687500 Penalty: 4451.661621
	Iteration 54Q: 3 clusters Score -961158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -961156.375000 Penalty: 4451.661621
	Iteration 55Q: 3 clusters Score -961156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -961157.812500 Penalty: 4451.661621
	Iteration 56Q: 3 clusters Score -961157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -961155.562500 Penalty: 4451.661621
	Iteration 57Q: 3 clusters Score -961155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -961157.687500 Penalty: 4451.661621
	Iteration 58Q: 3 clusters Score -961157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -961157.687500 Penalty: 4451.661621
	Iteration 59F: 3 clusters Score -961157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -563454.500000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -563454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -559123.312500 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -559123.3 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560327.187500 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -560327.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -560837.625000 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -560837.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -561308.312500 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -561308.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -561798.625000 Penalty: 4211.868652
	Iteration 4F: 3 clusters Score -561798.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -562215.312500 Penalty: 4211.868652
	Iteration 5F: 3 clusters Score -562215.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -562527.187500 Penalty: 4211.868652
	Iteration 6F: 3 clusters Score -562527.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -562772.250000 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -562772.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -562909.812500 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -562909.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -562974.562500 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -562974.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -562999.437500 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -562999.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -563020.625000 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -563020.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -563029.750000 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -563029.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -563045.437500 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -563045.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -563055.312500 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -563055.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -563066.375000 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -563066.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -563085.062500 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -563085.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -563115.750000 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -563115.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -563161.500000 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -563161.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -563196.000000 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -563196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -563231.000000 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -563231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -563262.437500 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -563262.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -563280.187500 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -563280.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -563292.812500 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -563292.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -563298.000000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -563298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -563303.187500 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -563303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -563307.625000 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -563307.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -563312.312500 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -563312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -563317.000000 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -563317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -563320.750000 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -563320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -563323.375000 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -563323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -563327.500000 Penalty: 4211.868652
	Iteration 31Q: 3 clusters Score -563327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -563331.687500 Penalty: 4211.868652
	Iteration 32Q: 3 clusters Score -563331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -563334.250000 Penalty: 4211.868652
	Iteration 33Q: 3 clusters Score -563334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -563338.875000 Penalty: 4211.868652
	Iteration 34Q: 3 clusters Score -563338.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -563340.937500 Penalty: 4211.868652
	Iteration 35Q: 3 clusters Score -563340.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -563349.687500 Penalty: 4211.868652
	Iteration 36Q: 3 clusters Score -563349.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -563357.875000 Penalty: 4211.868652
	Iteration 37Q: 3 clusters Score -563357.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -563363.062500 Penalty: 4211.868652
	Iteration 38Q: 3 clusters Score -563363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -563368.312500 Penalty: 4211.868652
	Iteration 39Q: 3 clusters Score -563368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -563371.812500 Penalty: 4211.868652
	Iteration 40F: 3 clusters Score -563371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -563376.937500 Penalty: 4211.868652
	Iteration 41Q: 3 clusters Score -563376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -563377.687500 Penalty: 4211.868652
	Iteration 42Q: 3 clusters Score -563377.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -563379.687500 Penalty: 4211.868652
	Iteration 43Q: 3 clusters Score -563379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -563380.750000 Penalty: 4211.868652
	Iteration 44Q: 3 clusters Score -563380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -563381.875000 Penalty: 4211.868652
	Iteration 45Q: 3 clusters Score -563381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -563386.375000 Penalty: 4211.868652
	Iteration 46Q: 3 clusters Score -563386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -563394.937500 Penalty: 4211.868652
	Iteration 47Q: 3 clusters Score -563394.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -563405.187500 Penalty: 4211.868652
	Iteration 48Q: 3 clusters Score -563405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -563428.937500 Penalty: 4211.868652
	Iteration 49Q: 3 clusters Score -563428.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -563454.187500 Penalty: 4211.868652
	Iteration 50Q: 3 clusters Score -563454.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -563504.000000 Penalty: 4211.868652
	Iteration 51Q: 3 clusters Score -563504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -563562.937500 Penalty: 4211.868652
	Iteration 52Q: 3 clusters Score -563562.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -563609.000000 Penalty: 4211.868652
	Iteration 53Q: 3 clusters Score -563609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -563641.000000 Penalty: 4211.868652
	Iteration 54Q: 3 clusters Score -563641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -563665.375000 Penalty: 4211.868652
	Iteration 55Q: 3 clusters Score -563665.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -563681.562500 Penalty: 4211.868652
	Iteration 56Q: 3 clusters Score -563681.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -563700.187500 Penalty: 4211.868652
	Iteration 57Q: 3 clusters Score -563700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -563717.000000 Penalty: 4211.868652
	Iteration 58Q: 3 clusters Score -563717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -563729.437500 Penalty: 4211.868652
	Iteration 59Q: 3 clusters Score -563729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -563746.812500 Penalty: 4211.868652
	Iteration 60F: 3 clusters Score -563746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -563761.437500 Penalty: 4211.868652
	Iteration 61Q: 3 clusters Score -563761.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -563773.375000 Penalty: 4211.868652
	Iteration 62Q: 3 clusters Score -563773.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -563784.000000 Penalty: 4211.868652
	Iteration 63Q: 3 clusters Score -563784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -563800.312500 Penalty: 4211.868652
	Iteration 64Q: 3 clusters Score -563800.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -563813.187500 Penalty: 4211.868652
	Iteration 65Q: 3 clusters Score -563813.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -563823.937500 Penalty: 4211.868652
	Iteration 66Q: 3 clusters Score -563823.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -563828.125000 Penalty: 4211.868652
	Iteration 67Q: 3 clusters Score -563828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -563832.312500 Penalty: 4211.868652
	Iteration 68Q: 3 clusters Score -563832.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -563839.312500 Penalty: 4211.868652
	Iteration 69Q: 3 clusters Score -563839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -563845.500000 Penalty: 4211.868652
	Iteration 70Q: 3 clusters Score -563845.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -563854.937500 Penalty: 4211.868652
	Iteration 71Q: 3 clusters Score -563854.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -563857.625000 Penalty: 4211.868652
	Iteration 72Q: 3 clusters Score -563857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -563859.125000 Penalty: 4211.868652
	Iteration 73Q: 3 clusters Score -563859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -563862.187500 Penalty: 4211.868652
	Iteration 74Q: 3 clusters Score -563862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -563864.000000 Penalty: 4211.868652
	Iteration 75Q: 3 clusters Score -563864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -563864.812500 Penalty: 4211.868652
	Iteration 76Q: 3 clusters Score -563864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -563865.250000 Penalty: 4211.868652
	Iteration 77Q: 3 clusters Score -563865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -563865.750000 Penalty: 4211.868652
	Iteration 78Q: 3 clusters Score -563865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -563866.187500 Penalty: 4211.868652
	Iteration 79Q: 3 clusters Score -563866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -563866.187500 Penalty: 4211.868652
	Iteration 80F: 3 clusters Score -563866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51777 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83409 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 2325 members 
Entering Unmasked Estep 
Score: -111271216.000000 Penalty: 145996.140625
Splitting cluster 33 changes total score from -111272016.000000 to -111271216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (113301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113301 members 
Entering Unmasked Estep 
Score: -14829433.000000 Penalty: 2886.175049
	Iteration 0F: 2 clusters Score -1.482943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -14753610.000000 Penalty: 5772.350098
	Iteration 0F: 3 clusters Score -1.475361e+07 nChanged 53947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -14784803.000000 Penalty: 5772.350098
	Iteration 1F: 3 clusters Score -1.47848e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -14786581.000000 Penalty: 5772.350098
	Iteration 2Q: 3 clusters Score -1.478658e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -14789675.000000 Penalty: 5772.350098
	Iteration 3F: 3 clusters Score -1.478968e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -14794765.000000 Penalty: 5772.350098
	Iteration 4F: 3 clusters Score -1.479476e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -14802101.000000 Penalty: 5772.350098
	Iteration 5F: 3 clusters Score -1.48021e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -14810714.000000 Penalty: 5772.350098
	Iteration 6F: 3 clusters Score -1.481071e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -14818219.000000 Penalty: 5772.350098
	Iteration 7F: 3 clusters Score -1.481822e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -14823111.000000 Penalty: 5772.350098
	Iteration 8Q: 3 clusters Score -1.482311e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 111586 members 
Entering Unmasked Estep 
Score: -14825448.000000 Penalty: 5772.350098
	Iteration 9Q: 3 clusters Score -1.482545e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -14826319.000000 Penalty: 5772.350098
	Iteration 10Q: 3 clusters Score -1.482632e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -14826598.000000 Penalty: 5772.350098
	Iteration 11Q: 3 clusters Score -1.48266e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -14826715.000000 Penalty: 5772.350098
	Iteration 12Q: 3 clusters Score -1.482672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -14826816.000000 Penalty: 5772.350098
	Iteration 13Q: 3 clusters Score -1.482682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -14826853.000000 Penalty: 5772.350098
	Iteration 14Q: 3 clusters Score -1.482685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -14826879.000000 Penalty: 5772.350098
	Iteration 15Q: 3 clusters Score -1.482688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -14826905.000000 Penalty: 5772.350098
	Iteration 16Q: 3 clusters Score -1.48269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
Score: -14826924.000000 Penalty: 5772.350098
	Iteration 17Q: 3 clusters Score -1.482692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -14826927.000000 Penalty: 5772.350098
	Iteration 18Q: 3 clusters Score -1.482693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -14826923.000000 Penalty: 5772.350098
	Iteration 19Q: 3 clusters Score -1.482692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
Score: -14826936.000000 Penalty: 5772.350098
	Iteration 20F: 3 clusters Score -1.482694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -14826941.000000 Penalty: 5772.350098
	Iteration 21Q: 3 clusters Score -1.482694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -14826951.000000 Penalty: 5772.350098
	Iteration 22Q: 3 clusters Score -1.482695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -14826956.000000 Penalty: 5772.350098
	Iteration 23Q: 3 clusters Score -1.482696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -14826958.000000 Penalty: 5772.350098
	Iteration 24Q: 3 clusters Score -1.482696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -14826960.000000 Penalty: 5772.350098
	Iteration 25Q: 3 clusters Score -1.482696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113030 members 
Entering Unmasked Estep 
Score: -14826970.000000 Penalty: 5772.350098
	Iteration 26Q: 3 clusters Score -1.482697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -14826965.000000 Penalty: 5772.350098
	Iteration 27Q: 3 clusters Score -1.482696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -14826965.000000 Penalty: 5772.350098
	Iteration 28F: 3 clusters Score -1.482696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -528559.687500 Penalty: 2069.437256
	Iteration 0F: 2 clusters Score -528559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -524546.875000 Penalty: 4138.874512
	Iteration 0F: 3 clusters Score -524546.9 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -525574.000000 Penalty: 4138.874512
	Iteration 1F: 3 clusters Score -525574 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -525864.937500 Penalty: 4138.874512
	Iteration 2F: 3 clusters Score -525864.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -526094.000000 Penalty: 4138.874512
	Iteration 3F: 3 clusters Score -526094 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -526291.250000 Penalty: 4138.874512
	Iteration 4F: 3 clusters Score -526291.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -526465.437500 Penalty: 4138.874512
	Iteration 5Q: 3 clusters Score -526465.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -526642.125000 Penalty: 4138.874512
	Iteration 6F: 3 clusters Score -526642.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -526783.062500 Penalty: 4138.874512
	Iteration 7Q: 3 clusters Score -526783.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -526869.562500 Penalty: 4138.874512
	Iteration 8Q: 3 clusters Score -526869.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -526923.375000 Penalty: 4138.874512
	Iteration 9Q: 3 clusters Score -526923.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -526956.000000 Penalty: 4138.874512
	Iteration 10Q: 3 clusters Score -526956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -526982.687500 Penalty: 4138.874512
	Iteration 11Q: 3 clusters Score -526982.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -526998.375000 Penalty: 4138.874512
	Iteration 12Q: 3 clusters Score -526998.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -527008.437500 Penalty: 4138.874512
	Iteration 13Q: 3 clusters Score -527008.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -527020.875000 Penalty: 4138.874512
	Iteration 14Q: 3 clusters Score -527020.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -527026.500000 Penalty: 4138.874512
	Iteration 15Q: 3 clusters Score -527026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -527032.250000 Penalty: 4138.874512
	Iteration 16Q: 3 clusters Score -527032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -527039.125000 Penalty: 4138.874512
	Iteration 17Q: 3 clusters Score -527039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -527042.875000 Penalty: 4138.874512
	Iteration 18Q: 3 clusters Score -527042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -527046.375000 Penalty: 4138.874512
	Iteration 19Q: 3 clusters Score -527046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -527050.125000 Penalty: 4138.874512
	Iteration 20F: 3 clusters Score -527050.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -527055.062500 Penalty: 4138.874512
	Iteration 21Q: 3 clusters Score -527055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -527056.875000 Penalty: 4138.874512
	Iteration 22Q: 3 clusters Score -527056.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -527061.062500 Penalty: 4138.874512
	Iteration 23Q: 3 clusters Score -527061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -527062.750000 Penalty: 4138.874512
	Iteration 24Q: 3 clusters Score -527062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -527065.937500 Penalty: 4138.874512
	Iteration 25Q: 3 clusters Score -527065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -527067.125000 Penalty: 4138.874512
	Iteration 26Q: 3 clusters Score -527067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -527070.687500 Penalty: 4138.874512
	Iteration 27Q: 3 clusters Score -527070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -527074.687500 Penalty: 4138.874512
	Iteration 28Q: 3 clusters Score -527074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -527076.062500 Penalty: 4138.874512
	Iteration 29Q: 3 clusters Score -527076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -527079.937500 Penalty: 4138.874512
	Iteration 30Q: 3 clusters Score -527079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -527080.625000 Penalty: 4138.874512
	Iteration 31Q: 3 clusters Score -527080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -527081.687500 Penalty: 4138.874512
	Iteration 32Q: 3 clusters Score -527081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -527081.687500 Penalty: 4138.874512
	Iteration 33F: 3 clusters Score -527081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -132398.843750 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -132398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130456.593750 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -130456.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130904.367188 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -130904.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131107.171875 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -131107.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -131347.375000 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -131347.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -131904.750000 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -131904.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132363.875000 Penalty: 3456.549805
	Iteration 5F: 3 clusters Score -132363.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132499.734375 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -132499.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132592.343750 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -132592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132640.625000 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -132640.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -132675.562500 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -132675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132682.390625 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -132682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132684.671875 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -132684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132684.671875 Penalty: 3456.549805
	Iteration 12F: 3 clusters Score -132684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51777 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83409 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 242 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 821 members 
Entering Unmasked Estep 
Score: -111270624.000000 Penalty: 145996.140625
Splitting cluster 36 changes total score from -111272016.000000 to -111270624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -911847.437500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -911847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -906106.125000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -906106.1 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -907629.687500 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -907629.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -907883.187500 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -907883.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -908078.250000 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -908078.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -908223.500000 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -908223.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -908341.062500 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -908341.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -908423.000000 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -908423 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -908494.000000 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -908494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -908553.875000 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -908553.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -908613.062500 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -908613.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -908664.437500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -908664.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -908715.687500 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -908715.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -908768.250000 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -908768.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -908832.312500 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -908832.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -908905.562500 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -908905.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -908971.562500 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -908971.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -909048.375000 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -909048.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -909127.250000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -909127.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -909184.875000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -909184.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -909235.437500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -909235.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -909296.437500 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -909296.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -909359.875000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -909359.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -909425.250000 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -909425.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -909474.000000 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -909474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -909514.937500 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -909514.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -909560.375000 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -909560.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -909600.312500 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -909600.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -909642.625000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -909642.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -909684.625000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -909684.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -909719.375000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -909719.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -909749.062500 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -909749.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -909772.437500 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -909772.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -909795.375000 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -909795.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -909815.625000 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -909815.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -909829.000000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -909829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -909836.312500 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -909836.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -909846.187500 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -909846.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -909853.937500 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -909853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -909861.250000 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -909861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -909867.937500 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -909867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -909872.625000 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -909872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -909877.687500 Penalty: 4393.962402
	Iteration 41Q: 3 clusters Score -909877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -909879.562500 Penalty: 4393.962402
	Iteration 42Q: 3 clusters Score -909879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -909883.312500 Penalty: 4393.962402
	Iteration 43Q: 3 clusters Score -909883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -909885.062500 Penalty: 4393.962402
	Iteration 44Q: 3 clusters Score -909885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -909886.250000 Penalty: 4393.962402
	Iteration 45Q: 3 clusters Score -909886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -909888.937500 Penalty: 4393.962402
	Iteration 46Q: 3 clusters Score -909888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -909889.750000 Penalty: 4393.962402
	Iteration 47Q: 3 clusters Score -909889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -909892.687500 Penalty: 4393.962402
	Iteration 48Q: 3 clusters Score -909892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -909895.062500 Penalty: 4393.962402
	Iteration 49Q: 3 clusters Score -909895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -909897.312500 Penalty: 4393.962402
	Iteration 50Q: 3 clusters Score -909897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -909899.937500 Penalty: 4393.962402
	Iteration 51Q: 3 clusters Score -909899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -909900.062500 Penalty: 4393.962402
	Iteration 52Q: 3 clusters Score -909900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -909901.250000 Penalty: 4393.962402
	Iteration 53Q: 3 clusters Score -909901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -909901.937500 Penalty: 4393.962402
	Iteration 54Q: 3 clusters Score -909901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -909905.562500 Penalty: 4393.962402
	Iteration 55Q: 3 clusters Score -909905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -909908.687500 Penalty: 4393.962402
	Iteration 56Q: 3 clusters Score -909908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -909912.062500 Penalty: 4393.962402
	Iteration 57Q: 3 clusters Score -909912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -909913.187500 Penalty: 4393.962402
	Iteration 58Q: 3 clusters Score -909913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -909916.625000 Penalty: 4393.962402
	Iteration 59Q: 3 clusters Score -909916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -909920.812500 Penalty: 4393.962402
	Iteration 60F: 3 clusters Score -909920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -909923.562500 Penalty: 4393.962402
	Iteration 61Q: 3 clusters Score -909923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -909926.750000 Penalty: 4393.962402
	Iteration 62Q: 3 clusters Score -909926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -909930.312500 Penalty: 4393.962402
	Iteration 63Q: 3 clusters Score -909930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -909931.312500 Penalty: 4393.962402
	Iteration 64Q: 3 clusters Score -909931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -909931.562500 Penalty: 4393.962402
	Iteration 65Q: 3 clusters Score -909931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -909934.375000 Penalty: 4393.962402
	Iteration 66Q: 3 clusters Score -909934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -909933.687500 Penalty: 4393.962402
	Iteration 67Q: 3 clusters Score -909933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -909934.562500 Penalty: 4393.962402
	Iteration 68Q: 3 clusters Score -909934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -909936.625000 Penalty: 4393.962402
	Iteration 69Q: 3 clusters Score -909936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -909937.687500 Penalty: 4393.962402
	Iteration 70Q: 3 clusters Score -909937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -909941.062500 Penalty: 4393.962402
	Iteration 71Q: 3 clusters Score -909941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -909943.875000 Penalty: 4393.962402
	Iteration 72Q: 3 clusters Score -909943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -909945.937500 Penalty: 4393.962402
	Iteration 73Q: 3 clusters Score -909945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -909945.812500 Penalty: 4393.962402
	Iteration 74Q: 3 clusters Score -909945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -909948.562500 Penalty: 4393.962402
	Iteration 75Q: 3 clusters Score -909948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -909948.750000 Penalty: 4393.962402
	Iteration 76Q: 3 clusters Score -909948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -909948.750000 Penalty: 4393.962402
	Iteration 77F: 3 clusters Score -909948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -450803.531250 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -450803.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -447101.718750 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -447101.7 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -448132.187500 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -448132.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -448479.687500 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -448479.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -448746.750000 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -448746.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -448956.406250 Penalty: 4074.643311
	Iteration 4F: 3 clusters Score -448956.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -449107.000000 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -449107 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -449204.093750 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -449204.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -449296.187500 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -449296.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -449382.125000 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -449382.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -449454.906250 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -449454.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -449510.812500 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -449510.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -449555.687500 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -449555.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -449593.843750 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -449593.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -449623.593750 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -449623.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -449654.906250 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -449654.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -449685.906250 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -449685.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -449712.250000 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -449712.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -449735.812500 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -449735.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -449761.218750 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -449761.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -449790.437500 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -449790.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -449820.000000 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -449820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -449841.593750 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -449841.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -449859.593750 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -449859.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -449878.531250 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -449878.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -449891.750000 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -449891.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -449898.781250 Penalty: 4074.643311
	Iteration 25Q: 3 clusters Score -449898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -449906.156250 Penalty: 4074.643311
	Iteration 26Q: 3 clusters Score -449906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449914.625000 Penalty: 4074.643311
	Iteration 27Q: 3 clusters Score -449914.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -449920.343750 Penalty: 4074.643311
	Iteration 28Q: 3 clusters Score -449920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -449925.781250 Penalty: 4074.643311
	Iteration 29Q: 3 clusters Score -449925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -449931.375000 Penalty: 4074.643311
	Iteration 30Q: 3 clusters Score -449931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -449933.343750 Penalty: 4074.643311
	Iteration 31Q: 3 clusters Score -449933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -449934.031250 Penalty: 4074.643311
	Iteration 32Q: 3 clusters Score -449934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -449935.562500 Penalty: 4074.643311
	Iteration 33Q: 3 clusters Score -449935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -449937.937500 Penalty: 4074.643311
	Iteration 34Q: 3 clusters Score -449937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -449938.812500 Penalty: 4074.643311
	Iteration 35Q: 3 clusters Score -449938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -449939.375000 Penalty: 4074.643311
	Iteration 36Q: 3 clusters Score -449939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -449942.625000 Penalty: 4074.643311
	Iteration 37Q: 3 clusters Score -449942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -449944.812500 Penalty: 4074.643311
	Iteration 38Q: 3 clusters Score -449944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -449945.531250 Penalty: 4074.643311
	Iteration 39Q: 3 clusters Score -449945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -449945.375000 Penalty: 4074.643311
	Iteration 40F: 3 clusters Score -449945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -449946.406250 Penalty: 4074.643311
	Iteration 41Q: 3 clusters Score -449946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -449946.406250 Penalty: 4074.643311
	Iteration 42F: 3 clusters Score -449946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -648241.500000 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -648241.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -643521.500000 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -643521.5 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -644820.812500 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -644820.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -645116.000000 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -645116 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -645288.312500 Penalty: 4259.937012
	Iteration 3F: 3 clusters Score -645288.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -645415.312500 Penalty: 4259.937012
	Iteration 4Q: 3 clusters Score -645415.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -645523.375000 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -645523.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -645622.812500 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -645622.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -645721.875000 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -645721.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -645808.437500 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -645808.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -645879.937500 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -645879.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -645935.562500 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -645935.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -645997.562500 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -645997.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -646053.500000 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -646053.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -646112.875000 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -646112.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -646162.812500 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -646162.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -646219.312500 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -646219.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -646285.000000 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -646285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -646349.687500 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -646349.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -646416.750000 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -646416.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -646478.187500 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -646478.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -646544.750000 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -646544.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -646607.000000 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -646607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -646654.937500 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -646654.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -646719.375000 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -646719.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -646765.375000 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -646765.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -646811.937500 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -646811.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -646850.375000 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -646850.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -646886.062500 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -646886.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -646922.062500 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -646922.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -646960.250000 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -646960.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -646998.375000 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -646998.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -647040.250000 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -647040.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -647079.500000 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -647079.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -647123.062500 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -647123.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -647173.625000 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -647173.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -647207.125000 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -647207.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -647239.437500 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -647239.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -647268.687500 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -647268.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -647288.187500 Penalty: 4259.937012
	Iteration 38Q: 3 clusters Score -647288.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -647303.250000 Penalty: 4259.937012
	Iteration 39Q: 3 clusters Score -647303.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -647322.000000 Penalty: 4259.937012
	Iteration 40F: 3 clusters Score -647322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -647329.250000 Penalty: 4259.937012
	Iteration 41Q: 3 clusters Score -647329.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -647339.750000 Penalty: 4259.937012
	Iteration 42Q: 3 clusters Score -647339.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -647351.625000 Penalty: 4259.937012
	Iteration 43Q: 3 clusters Score -647351.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -647362.125000 Penalty: 4259.937012
	Iteration 44Q: 3 clusters Score -647362.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -647369.875000 Penalty: 4259.937012
	Iteration 45Q: 3 clusters Score -647369.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -647375.687500 Penalty: 4259.937012
	Iteration 46Q: 3 clusters Score -647375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -647378.812500 Penalty: 4259.937012
	Iteration 47Q: 3 clusters Score -647378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -647379.500000 Penalty: 4259.937012
	Iteration 48Q: 3 clusters Score -647379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -647380.500000 Penalty: 4259.937012
	Iteration 49Q: 3 clusters Score -647380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -647380.875000 Penalty: 4259.937012
	Iteration 50Q: 3 clusters Score -647380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -647382.250000 Penalty: 4259.937012
	Iteration 51Q: 3 clusters Score -647382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -647382.812500 Penalty: 4259.937012
	Iteration 52Q: 3 clusters Score -647382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -647383.687500 Penalty: 4259.937012
	Iteration 53Q: 3 clusters Score -647383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -647382.500000 Penalty: 4259.937012
	Iteration 54Q: 3 clusters Score -647382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -647382.500000 Penalty: 4259.937012
	Iteration 55F: 3 clusters Score -647382.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -567880.062500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -567880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -563780.187500 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -563780.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -564737.687500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -564737.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -564939.812500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -564939.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -565107.750000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -565107.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -565297.437500 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -565297.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -565510.375000 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -565510.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -565762.750000 Penalty: 4167.729004
	Iteration 6F: 3 clusters Score -565762.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -565998.562500 Penalty: 4167.729004
	Iteration 7F: 3 clusters Score -565998.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -566189.562500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -566189.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -566320.375000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -566320.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -566400.187500 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -566400.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -566448.937500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -566448.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -566477.437500 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -566477.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -566499.125000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -566499.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -566511.937500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -566511.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -566520.125000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -566520.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -566523.625000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -566523.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -566529.812500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -566529.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -566534.687500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -566534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -566539.812500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -566539.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -566544.625000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -566544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -566548.125000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -566548.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -566552.687500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -566552.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566554.500000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -566554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -566558.062500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -566558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -566559.062500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -566559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -566562.062500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -566562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -566563.750000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -566563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -566564.437500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -566564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -566565.000000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -566565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -566565.250000 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -566565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -566566.125000 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -566566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -566567.375000 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -566567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -566568.187500 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -566568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -566569.062500 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -566569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -566569.062500 Penalty: 4167.729004
	Iteration 35F: 3 clusters Score -566569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -361088.718750 Penalty: 1967.047729
	Iteration 0F: 2 clusters Score -361088.7 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 1410 members 
Entering Unmasked Estep 
Score: -357956.375000 Penalty: 3934.095459
	Iteration 0F: 3 clusters Score -357956.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -358606.500000 Penalty: 3934.095459
	Iteration 1F: 3 clusters Score -358606.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -358789.187500 Penalty: 3934.095459
	Iteration 2F: 3 clusters Score -358789.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358894.187500 Penalty: 3934.095459
	Iteration 3F: 3 clusters Score -358894.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -358989.562500 Penalty: 3934.095459
	Iteration 4Q: 3 clusters Score -358989.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -359058.843750 Penalty: 3934.095459
	Iteration 5Q: 3 clusters Score -359058.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -359103.250000 Penalty: 3934.095459
	Iteration 6Q: 3 clusters Score -359103.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -359136.500000 Penalty: 3934.095459
	Iteration 7Q: 3 clusters Score -359136.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -359156.093750 Penalty: 3934.095459
	Iteration 8Q: 3 clusters Score -359156.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -359173.375000 Penalty: 3934.095459
	Iteration 9Q: 3 clusters Score -359173.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -359182.281250 Penalty: 3934.095459
	Iteration 10Q: 3 clusters Score -359182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -359187.531250 Penalty: 3934.095459
	Iteration 11Q: 3 clusters Score -359187.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -359193.968750 Penalty: 3934.095459
	Iteration 12Q: 3 clusters Score -359194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -359202.031250 Penalty: 3934.095459
	Iteration 13Q: 3 clusters Score -359202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359210.375000 Penalty: 3934.095459
	Iteration 14Q: 3 clusters Score -359210.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -359217.843750 Penalty: 3934.095459
	Iteration 15Q: 3 clusters Score -359217.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -359226.093750 Penalty: 3934.095459
	Iteration 16Q: 3 clusters Score -359226.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -359233.906250 Penalty: 3934.095459
	Iteration 17Q: 3 clusters Score -359233.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -359239.187500 Penalty: 3934.095459
	Iteration 18Q: 3 clusters Score -359239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -359244.062500 Penalty: 3934.095459
	Iteration 19Q: 3 clusters Score -359244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -359251.875000 Penalty: 3934.095459
	Iteration 20F: 3 clusters Score -359251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -359257.000000 Penalty: 3934.095459
	Iteration 21Q: 3 clusters Score -359257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -359264.531250 Penalty: 3934.095459
	Iteration 22Q: 3 clusters Score -359264.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -359268.718750 Penalty: 3934.095459
	Iteration 23Q: 3 clusters Score -359268.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -359273.125000 Penalty: 3934.095459
	Iteration 24Q: 3 clusters Score -359273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -359274.250000 Penalty: 3934.095459
	Iteration 25Q: 3 clusters Score -359274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -359276.625000 Penalty: 3934.095459
	Iteration 26Q: 3 clusters Score -359276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -359278.750000 Penalty: 3934.095459
	Iteration 27Q: 3 clusters Score -359278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -359280.937500 Penalty: 3934.095459
	Iteration 28Q: 3 clusters Score -359280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -359283.281250 Penalty: 3934.095459
	Iteration 29Q: 3 clusters Score -359283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -359284.875000 Penalty: 3934.095459
	Iteration 30Q: 3 clusters Score -359284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -359288.656250 Penalty: 3934.095459
	Iteration 31Q: 3 clusters Score -359288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -359292.468750 Penalty: 3934.095459
	Iteration 32Q: 3 clusters Score -359292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -359294.906250 Penalty: 3934.095459
	Iteration 33Q: 3 clusters Score -359294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -359297.937500 Penalty: 3934.095459
	Iteration 34Q: 3 clusters Score -359297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -359301.343750 Penalty: 3934.095459
	Iteration 35Q: 3 clusters Score -359301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -359304.000000 Penalty: 3934.095459
	Iteration 36Q: 3 clusters Score -359304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -359303.906250 Penalty: 3934.095459
	Iteration 37Q: 3 clusters Score -359303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -359304.375000 Penalty: 3934.095459
	Iteration 38Q: 3 clusters Score -359304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -359304.281250 Penalty: 3934.095459
	Iteration 39Q: 3 clusters Score -359304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -359305.187500 Penalty: 3934.095459
	Iteration 40F: 3 clusters Score -359305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -359306.187500 Penalty: 3934.095459
	Iteration 41Q: 3 clusters Score -359306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -359307.437500 Penalty: 3934.095459
	Iteration 42Q: 3 clusters Score -359307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -359308.968750 Penalty: 3934.095459
	Iteration 43Q: 3 clusters Score -359309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -359309.718750 Penalty: 3934.095459
	Iteration 44Q: 3 clusters Score -359309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -359310.281250 Penalty: 3934.095459
	Iteration 45Q: 3 clusters Score -359310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -359310.281250 Penalty: 3934.095459
	Iteration 46F: 3 clusters Score -359310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -75649.304688 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -75649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74147.039062 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -74147.04 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74693.968750 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -74693.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74913.359375 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -74913.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75176.359375 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -75176.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75427.601562 Penalty: 3226.868896
	Iteration 4F: 3 clusters Score -75427.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75800.875000 Penalty: 3226.868896
	Iteration 5F: 3 clusters Score -75800.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75901.687500 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -75901.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75931.750000 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -75931.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75946.921875 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -75946.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75951.039062 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -75951.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75951.039062 Penalty: 3226.868896
	Iteration 10F: 3 clusters Score -75951.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51777 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83409 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 178 members 
Mstep: Class 43 contains 491 members 
Entering Unmasked Estep 
Score: -111270656.000000 Penalty: 145996.140625
Splitting cluster 42 changes total score from -111272016.000000 to -111270656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51777 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83409 members 
Mstep: Class 23 contains 19479 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271984.000000 Penalty: 142600.890625
Iteration 159Q: 43 clusters Score -1.11272e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29513 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51797 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 91141 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7673 members 
Mstep: Class 20 contains 164274 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83410 members 
Mstep: Class 23 contains 19477 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5373 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272016.000000 Penalty: 142600.890625
Iteration 160F: 43 clusters Score -1.11272e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51826 members 
Mstep: Class 11 contains 22271 members 
Mstep: Class 12 contains 91142 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7678 members 
Mstep: Class 20 contains 164273 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83414 members 
Mstep: Class 23 contains 19471 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 5376 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272088.000000 Penalty: 142600.890625
Iteration 161Q: 43 clusters Score -1.112721e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51852 members 
Mstep: Class 11 contains 22245 members 
Mstep: Class 12 contains 91142 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 164272 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83414 members 
Mstep: Class 23 contains 19468 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 5375 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272056.000000 Penalty: 142600.890625
Iteration 162Q: 43 clusters Score -1.112721e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29509 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51877 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 91142 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7682 members 
Mstep: Class 20 contains 164274 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83418 members 
Mstep: Class 23 contains 19463 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 5375 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272000.000000 Penalty: 142600.890625
Iteration 163Q: 43 clusters Score -1.11272e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29509 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51885 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 91144 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7683 members 
Mstep: Class 20 contains 164272 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19457 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18103 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3699 members 
Mstep: Class 39 contains 5377 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272000.000000 Penalty: 142600.890625
Iteration 164Q: 43 clusters Score -1.11272e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51887 members 
Mstep: Class 11 contains 22211 members 
Mstep: Class 12 contains 91146 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 164270 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83416 members 
Mstep: Class 23 contains 19455 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113301 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5381 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271984.000000 Penalty: 142600.890625
Iteration 165Q: 43 clusters Score -1.11272e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51889 members 
Mstep: Class 11 contains 22207 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 164268 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83415 members 
Mstep: Class 23 contains 19452 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18098 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5386 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271976.000000 Penalty: 142600.890625
Iteration 166Q: 43 clusters Score -1.11272e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51896 members 
Mstep: Class 11 contains 22199 members 
Mstep: Class 12 contains 91150 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 164268 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83417 members 
Mstep: Class 23 contains 19448 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18097 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113300 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5388 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272008.000000 Penalty: 142600.890625
Iteration 167Q: 43 clusters Score -1.11272e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29509 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51904 members 
Mstep: Class 11 contains 22187 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164267 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83418 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18094 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113303 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5387 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272080.000000 Penalty: 142600.890625
Iteration 168Q: 43 clusters Score -1.112721e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 51917 members 
Mstep: Class 11 contains 22171 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164267 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83418 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18095 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113304 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5388 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272080.000000 Penalty: 142600.890625
Iteration 169Q: 43 clusters Score -1.112721e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51933 members 
Mstep: Class 11 contains 22155 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164266 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83419 members 
Mstep: Class 23 contains 19442 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18095 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113306 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5391 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272128.000000 Penalty: 142600.890625
Iteration 170Q: 43 clusters Score -1.112721e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29515 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51939 members 
Mstep: Class 11 contains 22149 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164265 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83418 members 
Mstep: Class 23 contains 19436 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18095 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113307 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5396 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272120.000000 Penalty: 142600.890625
Iteration 171Q: 43 clusters Score -1.112721e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29515 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51952 members 
Mstep: Class 11 contains 22135 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164265 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83419 members 
Mstep: Class 23 contains 19436 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18096 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113306 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 5396 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272032.000000 Penalty: 142600.890625
Iteration 172Q: 43 clusters Score -1.11272e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29515 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51967 members 
Mstep: Class 11 contains 22123 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164265 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83420 members 
Mstep: Class 23 contains 19429 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18097 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113306 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3701 members 
Mstep: Class 39 contains 5398 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272048.000000 Penalty: 142600.890625
Iteration 173Q: 43 clusters Score -1.11272e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29516 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46710 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 22103 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164265 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83422 members 
Mstep: Class 23 contains 19422 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18100 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113306 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3701 members 
Mstep: Class 39 contains 5401 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272008.000000 Penalty: 142600.890625
Iteration 174Q: 43 clusters Score -1.11272e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29517 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52007 members 
Mstep: Class 11 contains 22083 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164265 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83424 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113307 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3703 members 
Mstep: Class 39 contains 5403 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272000.000000 Penalty: 142600.890625
Iteration 175Q: 43 clusters Score -1.11272e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29517 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52024 members 
Mstep: Class 11 contains 22068 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164264 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83425 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113308 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5405 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271944.000000 Penalty: 142600.890625
Iteration 176Q: 43 clusters Score -1.112719e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29518 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52035 members 
Mstep: Class 11 contains 22057 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164263 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83424 members 
Mstep: Class 23 contains 19405 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113308 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5407 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271968.000000 Penalty: 142600.890625
Iteration 177Q: 43 clusters Score -1.11272e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29518 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52040 members 
Mstep: Class 11 contains 22047 members 
Mstep: Class 12 contains 91151 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164263 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83425 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113308 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5409 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272000.000000 Penalty: 142600.890625
Iteration 178Q: 43 clusters Score -1.11272e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29518 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52046 members 
Mstep: Class 11 contains 22037 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164263 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83426 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113308 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5409 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271952.000000 Penalty: 142600.890625
Iteration 179Q: 43 clusters Score -1.11272e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29518 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52060 members 
Mstep: Class 11 contains 22024 members 
Mstep: Class 12 contains 91153 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164261 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83430 members 
Mstep: Class 23 contains 19399 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18101 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113308 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5415 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271920.000000 Penalty: 142600.890625
Iteration 180F: 43 clusters Score -1.112719e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29520 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 52088 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 12 contains 91154 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164260 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83437 members 
Mstep: Class 23 contains 19385 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18099 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113309 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5417 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272048.000000 Penalty: 142600.890625
Iteration 181Q: 43 clusters Score -1.11272e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29520 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 52102 members 
Mstep: Class 11 contains 21981 members 
Mstep: Class 12 contains 91154 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164260 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83438 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18099 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7918 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113309 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3702 members 
Mstep: Class 39 contains 5427 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272064.000000 Penalty: 142600.890625
Iteration 182Q: 43 clusters Score -1.112721e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29522 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46710 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 52123 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 91155 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164258 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83440 members 
Mstep: Class 23 contains 19355 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18100 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11443 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7921 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113310 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3703 members 
Mstep: Class 39 contains 5433 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111272088.000000 Penalty: 142600.890625
Iteration 183Q: 43 clusters Score -1.112721e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29521 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 52132 members 
Mstep: Class 11 contains 21949 members 
Mstep: Class 12 contains 91156 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164256 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19350 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18101 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113311 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3703 members 
Mstep: Class 39 contains 5438 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271992.000000 Penalty: 142600.890625
Iteration 184Q: 43 clusters Score -1.11272e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29517 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 10 contains 52138 members 
Mstep: Class 11 contains 21943 members 
Mstep: Class 12 contains 91156 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164256 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83437 members 
Mstep: Class 23 contains 19340 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5418 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7929 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113312 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3703 members 
Mstep: Class 39 contains 5445 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271920.000000 Penalty: 142600.890625
Iteration 185Q: 43 clusters Score -1.112719e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52147 members 
Mstep: Class 11 contains 21931 members 
Mstep: Class 12 contains 91157 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164257 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83438 members 
Mstep: Class 23 contains 19332 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18104 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 7933 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113314 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 3704 members 
Mstep: Class 39 contains 5448 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2783 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271960.000000 Penalty: 142600.890625
Iteration 186Q: 43 clusters Score -1.11272e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29513 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6650 members 
Mstep: Class 10 contains 52151 members 
Mstep: Class 11 contains 21923 members 
Mstep: Class 12 contains 91161 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164256 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113314 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7037 members 
Mstep: Class 38 contains 3706 members 
Mstep: Class 39 contains 5456 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271984.000000 Penalty: 142600.890625
Iteration 187Q: 43 clusters Score -1.11272e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29509 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52159 members 
Mstep: Class 11 contains 21913 members 
Mstep: Class 12 contains 91162 members 
Mstep: Class 13 contains 17182 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 164258 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19311 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113312 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7038 members 
Mstep: Class 38 contains 3706 members 
Mstep: Class 39 contains 5467 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271864.000000 Penalty: 142600.890625
Iteration 188Q: 43 clusters Score -1.112719e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29504 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52178 members 
Mstep: Class 11 contains 21886 members 
Mstep: Class 12 contains 91162 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 164258 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83441 members 
Mstep: Class 23 contains 19312 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2898 members 
Mstep: Class 32 contains 7939 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113314 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7040 members 
Mstep: Class 38 contains 3707 members 
Mstep: Class 39 contains 5470 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2785 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271952.000000 Penalty: 142600.890625
Iteration 189Q: 43 clusters Score -1.11272e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29492 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52206 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 91165 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 164262 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83441 members 
Mstep: Class 23 contains 19307 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2897 members 
Mstep: Class 32 contains 7937 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113316 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7043 members 
Mstep: Class 38 contains 3708 members 
Mstep: Class 39 contains 5477 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2786 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271880.000000 Penalty: 142600.890625
Iteration 190Q: 43 clusters Score -1.112719e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29485 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52225 members 
Mstep: Class 11 contains 21831 members 
Mstep: Class 12 contains 91165 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 164261 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83441 members 
Mstep: Class 23 contains 19312 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2895 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113318 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7047 members 
Mstep: Class 38 contains 3709 members 
Mstep: Class 39 contains 5477 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2788 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271872.000000 Penalty: 142600.890625
Iteration 191Q: 43 clusters Score -1.112719e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29477 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52244 members 
Mstep: Class 11 contains 21809 members 
Mstep: Class 12 contains 91166 members 
Mstep: Class 13 contains 17184 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 164260 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83443 members 
Mstep: Class 23 contains 19308 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18111 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113322 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7048 members 
Mstep: Class 38 contains 3710 members 
Mstep: Class 39 contains 5480 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2791 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271896.000000 Penalty: 142600.890625
Iteration 192Q: 43 clusters Score -1.112719e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29470 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52266 members 
Mstep: Class 11 contains 21787 members 
Mstep: Class 12 contains 91168 members 
Mstep: Class 13 contains 17184 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52192 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 20 contains 164260 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83440 members 
Mstep: Class 23 contains 19300 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18111 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113328 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3710 members 
Mstep: Class 39 contains 5487 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2793 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271896.000000 Penalty: 142600.890625
Iteration 193Q: 43 clusters Score -1.112719e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29466 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52285 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 91174 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 20 contains 164258 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83441 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 9365 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113334 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3710 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2795 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271928.000000 Penalty: 142600.890625
Iteration 194Q: 43 clusters Score -1.112719e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29464 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52307 members 
Mstep: Class 11 contains 21743 members 
Mstep: Class 12 contains 91178 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12494 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 164251 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113336 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3710 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271952.000000 Penalty: 142600.890625
Iteration 195Q: 43 clusters Score -1.11272e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52325 members 
Mstep: Class 11 contains 21722 members 
Mstep: Class 12 contains 91180 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12494 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 164251 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113338 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3710 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271944.000000 Penalty: 142600.890625
Iteration 196Q: 43 clusters Score -1.112719e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29460 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52335 members 
Mstep: Class 11 contains 21704 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12494 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7698 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 7940 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271928.000000 Penalty: 142600.890625
Iteration 197Q: 43 clusters Score -1.112719e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29460 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52350 members 
Mstep: Class 11 contains 21686 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17176 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83438 members 
Mstep: Class 23 contains 19294 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 11444 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5507 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271872.000000 Penalty: 142600.890625
Iteration 198Q: 43 clusters Score -1.112719e+08 nChanged 40
Entering ConstructFrom: 
Score: -111271872.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -2902741.000000 Penalty: 2485.781494
	Iteration 0F: 2 clusters Score -2902741 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 11176 members 
Entering Unmasked Estep 
Score: -2886996.250000 Penalty: 4971.562988
	Iteration 0F: 3 clusters Score -2886996 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2892327.250000 Penalty: 4971.562988
	Iteration 1F: 3 clusters Score -2892327 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2892764.000000 Penalty: 4971.562988
	Iteration 2F: 3 clusters Score -2892764 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2893216.500000 Penalty: 4971.562988
	Iteration 3Q: 3 clusters Score -2893216 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2893866.750000 Penalty: 4971.562988
	Iteration 4Q: 3 clusters Score -2893867 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2894975.750000 Penalty: 4971.562988
	Iteration 5F: 3 clusters Score -2894976 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2896645.250000 Penalty: 4971.562988
	Iteration 6F: 3 clusters Score -2896645 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2898581.500000 Penalty: 4971.562988
	Iteration 7F: 3 clusters Score -2898582 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2900349.000000 Penalty: 4971.562988
	Iteration 8F: 3 clusters Score -2900349 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2901582.500000 Penalty: 4971.562988
	Iteration 9F: 3 clusters Score -2901582 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2902229.250000 Penalty: 4971.562988
	Iteration 10Q: 3 clusters Score -2902229 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2902568.500000 Penalty: 4971.562988
	Iteration 11Q: 3 clusters Score -2902568 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2902723.750000 Penalty: 4971.562988
	Iteration 12Q: 3 clusters Score -2902724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2902770.250000 Penalty: 4971.562988
	Iteration 13Q: 3 clusters Score -2902770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2902794.500000 Penalty: 4971.562988
	Iteration 14Q: 3 clusters Score -2902794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2902808.500000 Penalty: 4971.562988
	Iteration 15Q: 3 clusters Score -2902808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2902817.750000 Penalty: 4971.562988
	Iteration 16Q: 3 clusters Score -2902818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2902816.750000 Penalty: 4971.562988
	Iteration 17Q: 3 clusters Score -2902817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2902814.000000 Penalty: 4971.562988
	Iteration 18Q: 3 clusters Score -2902814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2902815.000000 Penalty: 4971.562988
	Iteration 19Q: 3 clusters Score -2902815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2902818.250000 Penalty: 4971.562988
	Iteration 20F: 3 clusters Score -2902818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2902825.500000 Penalty: 4971.562988
	Iteration 21Q: 3 clusters Score -2902826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2902828.250000 Penalty: 4971.562988
	Iteration 22Q: 3 clusters Score -2902828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2902826.250000 Penalty: 4971.562988
	Iteration 23Q: 3 clusters Score -2902826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2902826.250000 Penalty: 4971.562988
	Iteration 24F: 3 clusters Score -2902826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
Score: -111270848.000000 Penalty: 145996.140625
Splitting cluster 1 changes total score from -111271872.000000 to -111270848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -159442.453125 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -159442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157326.125000 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -157326.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157902.671875 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -157902.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158063.390625 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -158063.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158214.609375 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -158214.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158344.390625 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -158344.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158450.406250 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -158450.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158567.093750 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -158567.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -158631.593750 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -158631.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -158673.671875 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -158673.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158707.031250 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -158707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158721.359375 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -158721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158728.437500 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -158728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158737.890625 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -158737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158748.375000 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -158748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -158761.296875 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -158761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -158764.578125 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -158764.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158770.890625 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -158770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158773.390625 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -158773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158775.062500 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -158775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158775.375000 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -158775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158775.375000 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -158775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -187252.843750 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -187252.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184899.078125 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -184899.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185693.687500 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -185693.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186136.609375 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -186136.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -186605.859375 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -186605.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -186820.031250 Penalty: 3689.438232
	Iteration 4F: 3 clusters Score -186820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -186953.453125 Penalty: 3689.438232
	Iteration 5Q: 3 clusters Score -186953.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -187036.531250 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -187036.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -187117.375000 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -187117.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -187170.390625 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -187170.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -187213.625000 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -187213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -187253.796875 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -187253.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187277.218750 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -187277.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -187290.781250 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -187290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187301.218750 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -187301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187314.859375 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -187314.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187342.078125 Penalty: 3689.438232
	Iteration 15Q: 3 clusters Score -187342.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -187369.968750 Penalty: 3689.438232
	Iteration 16Q: 3 clusters Score -187370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -187384.343750 Penalty: 3689.438232
	Iteration 17Q: 3 clusters Score -187384.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -187391.734375 Penalty: 3689.438232
	Iteration 18Q: 3 clusters Score -187391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -187401.421875 Penalty: 3689.438232
	Iteration 19Q: 3 clusters Score -187401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -187410.859375 Penalty: 3689.438232
	Iteration 20F: 3 clusters Score -187410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -187421.250000 Penalty: 3689.438232
	Iteration 21Q: 3 clusters Score -187421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -187429.968750 Penalty: 3689.438232
	Iteration 22Q: 3 clusters Score -187430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -187436.671875 Penalty: 3689.438232
	Iteration 23Q: 3 clusters Score -187436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -187440.968750 Penalty: 3689.438232
	Iteration 24Q: 3 clusters Score -187441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -187446.296875 Penalty: 3689.438232
	Iteration 25Q: 3 clusters Score -187446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -187450.437500 Penalty: 3689.438232
	Iteration 26Q: 3 clusters Score -187450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -187454.171875 Penalty: 3689.438232
	Iteration 27Q: 3 clusters Score -187454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -187455.984375 Penalty: 3689.438232
	Iteration 28Q: 3 clusters Score -187456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -187457.593750 Penalty: 3689.438232
	Iteration 29Q: 3 clusters Score -187457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -187461.015625 Penalty: 3689.438232
	Iteration 30Q: 3 clusters Score -187461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -187461.015625 Penalty: 3689.438232
	Iteration 31F: 3 clusters Score -187461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 1216 members 
Entering Unmasked Estep 
Score: -111270576.000000 Penalty: 145996.140625
Splitting cluster 3 changes total score from -111271872.000000 to -111270576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Entering Unmasked Estep 
Score: -3587908.000000 Penalty: 2552.124023
	Iteration 0F: 2 clusters Score -3587908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3567842.500000 Penalty: 5104.248047
	Iteration 0F: 3 clusters Score -3567842 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3575113.250000 Penalty: 5104.248047
	Iteration 1F: 3 clusters Score -3575113 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3575900.750000 Penalty: 5104.248047
	Iteration 2F: 3 clusters Score -3575901 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3576737.250000 Penalty: 5104.248047
	Iteration 3F: 3 clusters Score -3576737 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3577615.500000 Penalty: 5104.248047
	Iteration 4F: 3 clusters Score -3577616 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3578520.250000 Penalty: 5104.248047
	Iteration 5F: 3 clusters Score -3578520 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3579419.000000 Penalty: 5104.248047
	Iteration 6F: 3 clusters Score -3579419 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3580251.000000 Penalty: 5104.248047
	Iteration 7F: 3 clusters Score -3580251 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3581008.500000 Penalty: 5104.248047
	Iteration 8Q: 3 clusters Score -3581008 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3581727.250000 Penalty: 5104.248047
	Iteration 9Q: 3 clusters Score -3581727 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3582335.000000 Penalty: 5104.248047
	Iteration 10Q: 3 clusters Score -3582335 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3582808.000000 Penalty: 5104.248047
	Iteration 11Q: 3 clusters Score -3582808 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3583154.750000 Penalty: 5104.248047
	Iteration 12Q: 3 clusters Score -3583155 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3583387.000000 Penalty: 5104.248047
	Iteration 13Q: 3 clusters Score -3583387 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3583594.500000 Penalty: 5104.248047
	Iteration 14Q: 3 clusters Score -3583594 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3583709.250000 Penalty: 5104.248047
	Iteration 15Q: 3 clusters Score -3583709 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3583791.250000 Penalty: 5104.248047
	Iteration 16Q: 3 clusters Score -3583791 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3583859.500000 Penalty: 5104.248047
	Iteration 17Q: 3 clusters Score -3583860 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3583915.000000 Penalty: 5104.248047
	Iteration 18Q: 3 clusters Score -3583915 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3583969.500000 Penalty: 5104.248047
	Iteration 19Q: 3 clusters Score -3583970 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3583992.250000 Penalty: 5104.248047
	Iteration 20F: 3 clusters Score -3583992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3584026.750000 Penalty: 5104.248047
	Iteration 21Q: 3 clusters Score -3584027 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3584068.500000 Penalty: 5104.248047
	Iteration 22Q: 3 clusters Score -3584068 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3584093.500000 Penalty: 5104.248047
	Iteration 23Q: 3 clusters Score -3584094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3584127.250000 Penalty: 5104.248047
	Iteration 24Q: 3 clusters Score -3584127 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3584152.750000 Penalty: 5104.248047
	Iteration 25Q: 3 clusters Score -3584153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3584171.500000 Penalty: 5104.248047
	Iteration 26Q: 3 clusters Score -3584172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3584193.500000 Penalty: 5104.248047
	Iteration 27Q: 3 clusters Score -3584194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3584192.500000 Penalty: 5104.248047
	Iteration 28Q: 3 clusters Score -3584192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3584205.000000 Penalty: 5104.248047
	Iteration 29Q: 3 clusters Score -3584205 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3584221.500000 Penalty: 5104.248047
	Iteration 30Q: 3 clusters Score -3584222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3584249.000000 Penalty: 5104.248047
	Iteration 31Q: 3 clusters Score -3584249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3584280.500000 Penalty: 5104.248047
	Iteration 32Q: 3 clusters Score -3584280 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3584303.000000 Penalty: 5104.248047
	Iteration 33Q: 3 clusters Score -3584303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3584315.000000 Penalty: 5104.248047
	Iteration 34Q: 3 clusters Score -3584315 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3584330.500000 Penalty: 5104.248047
	Iteration 35Q: 3 clusters Score -3584330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3584356.750000 Penalty: 5104.248047
	Iteration 36Q: 3 clusters Score -3584357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3584386.000000 Penalty: 5104.248047
	Iteration 37Q: 3 clusters Score -3584386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3584411.000000 Penalty: 5104.248047
	Iteration 38Q: 3 clusters Score -3584411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3584422.000000 Penalty: 5104.248047
	Iteration 39Q: 3 clusters Score -3584422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3584461.000000 Penalty: 5104.248047
	Iteration 40F: 3 clusters Score -3584461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3584494.000000 Penalty: 5104.248047
	Iteration 41Q: 3 clusters Score -3584494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3584520.500000 Penalty: 5104.248047
	Iteration 42Q: 3 clusters Score -3584520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3584538.000000 Penalty: 5104.248047
	Iteration 43Q: 3 clusters Score -3584538 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3584556.500000 Penalty: 5104.248047
	Iteration 44Q: 3 clusters Score -3584556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3584574.000000 Penalty: 5104.248047
	Iteration 45Q: 3 clusters Score -3584574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3584600.750000 Penalty: 5104.248047
	Iteration 46Q: 3 clusters Score -3584601 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3584646.250000 Penalty: 5104.248047
	Iteration 47Q: 3 clusters Score -3584646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3584677.000000 Penalty: 5104.248047
	Iteration 48Q: 3 clusters Score -3584677 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3584700.000000 Penalty: 5104.248047
	Iteration 49Q: 3 clusters Score -3584700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3584719.000000 Penalty: 5104.248047
	Iteration 50Q: 3 clusters Score -3584719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3584742.500000 Penalty: 5104.248047
	Iteration 51Q: 3 clusters Score -3584742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3584765.250000 Penalty: 5104.248047
	Iteration 52Q: 3 clusters Score -3584765 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3584798.000000 Penalty: 5104.248047
	Iteration 53Q: 3 clusters Score -3584798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3584827.750000 Penalty: 5104.248047
	Iteration 54Q: 3 clusters Score -3584828 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3584862.000000 Penalty: 5104.248047
	Iteration 55Q: 3 clusters Score -3584862 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3584880.250000 Penalty: 5104.248047
	Iteration 56Q: 3 clusters Score -3584880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3584912.500000 Penalty: 5104.248047
	Iteration 57Q: 3 clusters Score -3584912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3584929.500000 Penalty: 5104.248047
	Iteration 58Q: 3 clusters Score -3584930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3584946.500000 Penalty: 5104.248047
	Iteration 59Q: 3 clusters Score -3584946 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3584987.500000 Penalty: 5104.248047
	Iteration 60F: 3 clusters Score -3584988 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3585006.750000 Penalty: 5104.248047
	Iteration 61Q: 3 clusters Score -3585007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3585050.250000 Penalty: 5104.248047
	Iteration 62Q: 3 clusters Score -3585050 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3585106.250000 Penalty: 5104.248047
	Iteration 63Q: 3 clusters Score -3585106 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3585141.000000 Penalty: 5104.248047
	Iteration 64Q: 3 clusters Score -3585141 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3585168.500000 Penalty: 5104.248047
	Iteration 65Q: 3 clusters Score -3585168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3585199.250000 Penalty: 5104.248047
	Iteration 66Q: 3 clusters Score -3585199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3585244.250000 Penalty: 5104.248047
	Iteration 67Q: 3 clusters Score -3585244 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3585290.250000 Penalty: 5104.248047
	Iteration 68Q: 3 clusters Score -3585290 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3585318.750000 Penalty: 5104.248047
	Iteration 69Q: 3 clusters Score -3585319 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3585367.000000 Penalty: 5104.248047
	Iteration 70Q: 3 clusters Score -3585367 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3585415.750000 Penalty: 5104.248047
	Iteration 71Q: 3 clusters Score -3585416 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3585475.000000 Penalty: 5104.248047
	Iteration 72Q: 3 clusters Score -3585475 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3585510.750000 Penalty: 5104.248047
	Iteration 73Q: 3 clusters Score -3585511 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3585582.000000 Penalty: 5104.248047
	Iteration 74Q: 3 clusters Score -3585582 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3585658.000000 Penalty: 5104.248047
	Iteration 75Q: 3 clusters Score -3585658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3585705.250000 Penalty: 5104.248047
	Iteration 76Q: 3 clusters Score -3585705 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3585732.750000 Penalty: 5104.248047
	Iteration 77Q: 3 clusters Score -3585733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3585796.750000 Penalty: 5104.248047
	Iteration 78Q: 3 clusters Score -3585797 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3585837.750000 Penalty: 5104.248047
	Iteration 79Q: 3 clusters Score -3585838 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3585905.500000 Penalty: 5104.248047
	Iteration 80F: 3 clusters Score -3585906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3585980.250000 Penalty: 5104.248047
	Iteration 81Q: 3 clusters Score -3585980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3586041.500000 Penalty: 5104.248047
	Iteration 82Q: 3 clusters Score -3586042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3586119.750000 Penalty: 5104.248047
	Iteration 83Q: 3 clusters Score -3586120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3586169.000000 Penalty: 5104.248047
	Iteration 84Q: 3 clusters Score -3586169 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3586233.250000 Penalty: 5104.248047
	Iteration 85Q: 3 clusters Score -3586233 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3586299.750000 Penalty: 5104.248047
	Iteration 86Q: 3 clusters Score -3586300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3586361.000000 Penalty: 5104.248047
	Iteration 87Q: 3 clusters Score -3586361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3586403.750000 Penalty: 5104.248047
	Iteration 88Q: 3 clusters Score -3586404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3586428.000000 Penalty: 5104.248047
	Iteration 89Q: 3 clusters Score -3586428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3586456.000000 Penalty: 5104.248047
	Iteration 90Q: 3 clusters Score -3586456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3586483.250000 Penalty: 5104.248047
	Iteration 91Q: 3 clusters Score -3586483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3586508.500000 Penalty: 5104.248047
	Iteration 92Q: 3 clusters Score -3586508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3586522.750000 Penalty: 5104.248047
	Iteration 93Q: 3 clusters Score -3586523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3586555.000000 Penalty: 5104.248047
	Iteration 94Q: 3 clusters Score -3586555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3586570.750000 Penalty: 5104.248047
	Iteration 95Q: 3 clusters Score -3586571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3586587.500000 Penalty: 5104.248047
	Iteration 96Q: 3 clusters Score -3586588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3586627.750000 Penalty: 5104.248047
	Iteration 97Q: 3 clusters Score -3586628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3586677.750000 Penalty: 5104.248047
	Iteration 98Q: 3 clusters Score -3586678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3586784.500000 Penalty: 5104.248047
	Iteration 99Q: 3 clusters Score -3586784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3586850.250000 Penalty: 5104.248047
	Iteration 100F: 3 clusters Score -3586850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3586884.000000 Penalty: 5104.248047
	Iteration 101Q: 3 clusters Score -3586884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3586898.750000 Penalty: 5104.248047
	Iteration 102Q: 3 clusters Score -3586899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3586903.750000 Penalty: 5104.248047
	Iteration 103Q: 3 clusters Score -3586904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3586914.500000 Penalty: 5104.248047
	Iteration 104Q: 3 clusters Score -3586914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3586920.500000 Penalty: 5104.248047
	Iteration 105Q: 3 clusters Score -3586920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3586928.000000 Penalty: 5104.248047
	Iteration 106Q: 3 clusters Score -3586928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3586932.000000 Penalty: 5104.248047
	Iteration 107Q: 3 clusters Score -3586932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3586930.500000 Penalty: 5104.248047
	Iteration 108Q: 3 clusters Score -3586930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3586930.500000 Penalty: 5104.248047
	Iteration 109Q: 3 clusters Score -3586930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3586939.250000 Penalty: 5104.248047
	Iteration 110Q: 3 clusters Score -3586939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3586941.000000 Penalty: 5104.248047
	Iteration 111Q: 3 clusters Score -3586941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3586943.500000 Penalty: 5104.248047
	Iteration 112Q: 3 clusters Score -3586944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3586942.000000 Penalty: 5104.248047
	Iteration 113Q: 3 clusters Score -3586942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3586948.250000 Penalty: 5104.248047
	Iteration 114Q: 3 clusters Score -3586948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3586949.000000 Penalty: 5104.248047
	Iteration 115Q: 3 clusters Score -3586949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3586947.000000 Penalty: 5104.248047
	Iteration 116Q: 3 clusters Score -3586947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3586948.500000 Penalty: 5104.248047
	Iteration 117Q: 3 clusters Score -3586948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3586949.500000 Penalty: 5104.248047
	Iteration 118Q: 3 clusters Score -3586950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3586944.500000 Penalty: 5104.248047
	Iteration 119Q: 3 clusters Score -3586944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3586945.250000 Penalty: 5104.248047
	Iteration 120F: 3 clusters Score -3586945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3586947.500000 Penalty: 5104.248047
	Iteration 121Q: 3 clusters Score -3586948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3586947.500000 Penalty: 5104.248047
	Iteration 122F: 3 clusters Score -3586948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -1029534.562500 Penalty: 2225.454102
	Iteration 0F: 2 clusters Score -1029535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1023208.750000 Penalty: 4450.908203
	Iteration 0F: 3 clusters Score -1023209 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1024948.937500 Penalty: 4450.908203
	Iteration 1F: 3 clusters Score -1024949 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1025186.750000 Penalty: 4450.908203
	Iteration 2F: 3 clusters Score -1025187 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1025346.250000 Penalty: 4450.908203
	Iteration 3Q: 3 clusters Score -1025346 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1025483.062500 Penalty: 4450.908203
	Iteration 4Q: 3 clusters Score -1025483 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1025609.562500 Penalty: 4450.908203
	Iteration 5Q: 3 clusters Score -1025610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1025739.437500 Penalty: 4450.908203
	Iteration 6Q: 3 clusters Score -1025739 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1025873.937500 Penalty: 4450.908203
	Iteration 7Q: 3 clusters Score -1025874 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1026002.437500 Penalty: 4450.908203
	Iteration 8Q: 3 clusters Score -1026002 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1026132.500000 Penalty: 4450.908203
	Iteration 9Q: 3 clusters Score -1026132 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1026261.312500 Penalty: 4450.908203
	Iteration 10Q: 3 clusters Score -1026261 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1026404.500000 Penalty: 4450.908203
	Iteration 11Q: 3 clusters Score -1026404 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1026565.312500 Penalty: 4450.908203
	Iteration 12Q: 3 clusters Score -1026565 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1026716.500000 Penalty: 4450.908203
	Iteration 13Q: 3 clusters Score -1026716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1026857.000000 Penalty: 4450.908203
	Iteration 14Q: 3 clusters Score -1026857 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1026971.687500 Penalty: 4450.908203
	Iteration 15Q: 3 clusters Score -1026972 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1027082.937500 Penalty: 4450.908203
	Iteration 16Q: 3 clusters Score -1027083 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1027192.375000 Penalty: 4450.908203
	Iteration 17Q: 3 clusters Score -1027192 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1027261.687500 Penalty: 4450.908203
	Iteration 18Q: 3 clusters Score -1027262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1027329.062500 Penalty: 4450.908203
	Iteration 19Q: 3 clusters Score -1027329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1027395.562500 Penalty: 4450.908203
	Iteration 20F: 3 clusters Score -1027396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1027462.875000 Penalty: 4450.908203
	Iteration 21Q: 3 clusters Score -1027463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1027532.750000 Penalty: 4450.908203
	Iteration 22Q: 3 clusters Score -1027533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1027574.125000 Penalty: 4450.908203
	Iteration 23Q: 3 clusters Score -1027574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1027601.125000 Penalty: 4450.908203
	Iteration 24Q: 3 clusters Score -1027601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1027620.937500 Penalty: 4450.908203
	Iteration 25Q: 3 clusters Score -1027621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1027634.812500 Penalty: 4450.908203
	Iteration 26Q: 3 clusters Score -1027635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1027646.687500 Penalty: 4450.908203
	Iteration 27Q: 3 clusters Score -1027647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1027649.000000 Penalty: 4450.908203
	Iteration 28Q: 3 clusters Score -1027649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1027651.625000 Penalty: 4450.908203
	Iteration 29Q: 3 clusters Score -1027652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1027653.687500 Penalty: 4450.908203
	Iteration 30Q: 3 clusters Score -1027654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1027653.562500 Penalty: 4450.908203
	Iteration 31Q: 3 clusters Score -1027654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1027653.562500 Penalty: 4450.908203
	Iteration 32F: 3 clusters Score -1027654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Entering Unmasked Estep 
Score: -6055655.500000 Penalty: 2666.430176
	Iteration 0F: 2 clusters Score -6055656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -6024253.000000 Penalty: 5332.860352
	Iteration 0F: 3 clusters Score -6024253 nChanged 21500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -6036472.500000 Penalty: 5332.860352
	Iteration 1F: 3 clusters Score -6036472 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6037447.000000 Penalty: 5332.860352
	Iteration 2Q: 3 clusters Score -6037447 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6038687.000000 Penalty: 5332.860352
	Iteration 3F: 3 clusters Score -6038687 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -6040192.000000 Penalty: 5332.860352
	Iteration 4F: 3 clusters Score -6040192 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6041882.500000 Penalty: 5332.860352
	Iteration 5F: 3 clusters Score -6041882 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -6043666.000000 Penalty: 5332.860352
	Iteration 6F: 3 clusters Score -6043666 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -6045430.000000 Penalty: 5332.860352
	Iteration 7F: 3 clusters Score -6045430 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -6047008.500000 Penalty: 5332.860352
	Iteration 8F: 3 clusters Score -6047008 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -6048469.000000 Penalty: 5332.860352
	Iteration 9Q: 3 clusters Score -6048469 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -6049736.500000 Penalty: 5332.860352
	Iteration 10Q: 3 clusters Score -6049736 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -6050809.000000 Penalty: 5332.860352
	Iteration 11Q: 3 clusters Score -6050809 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -6051588.500000 Penalty: 5332.860352
	Iteration 12Q: 3 clusters Score -6051588 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -6052106.500000 Penalty: 5332.860352
	Iteration 13Q: 3 clusters Score -6052106 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -6052492.000000 Penalty: 5332.860352
	Iteration 14Q: 3 clusters Score -6052492 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6052731.000000 Penalty: 5332.860352
	Iteration 15Q: 3 clusters Score -6052731 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -6052910.500000 Penalty: 5332.860352
	Iteration 16Q: 3 clusters Score -6052910 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6053024.000000 Penalty: 5332.860352
	Iteration 17Q: 3 clusters Score -6053024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -6053115.000000 Penalty: 5332.860352
	Iteration 18Q: 3 clusters Score -6053115 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6053209.000000 Penalty: 5332.860352
	Iteration 19Q: 3 clusters Score -6053209 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -6053277.000000 Penalty: 5332.860352
	Iteration 20F: 3 clusters Score -6053277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6053342.000000 Penalty: 5332.860352
	Iteration 21Q: 3 clusters Score -6053342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -6053372.000000 Penalty: 5332.860352
	Iteration 22Q: 3 clusters Score -6053372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -6053401.000000 Penalty: 5332.860352
	Iteration 23Q: 3 clusters Score -6053401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -6053416.000000 Penalty: 5332.860352
	Iteration 24Q: 3 clusters Score -6053416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -6053424.000000 Penalty: 5332.860352
	Iteration 25Q: 3 clusters Score -6053424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6053457.000000 Penalty: 5332.860352
	Iteration 26Q: 3 clusters Score -6053457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -6053457.500000 Penalty: 5332.860352
	Iteration 27Q: 3 clusters Score -6053458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6053491.500000 Penalty: 5332.860352
	Iteration 28Q: 3 clusters Score -6053492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -6053503.000000 Penalty: 5332.860352
	Iteration 29Q: 3 clusters Score -6053503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6053527.500000 Penalty: 5332.860352
	Iteration 30Q: 3 clusters Score -6053528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6053529.500000 Penalty: 5332.860352
	Iteration 31Q: 3 clusters Score -6053530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -6053532.500000 Penalty: 5332.860352
	Iteration 32Q: 3 clusters Score -6053532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -6053548.000000 Penalty: 5332.860352
	Iteration 33Q: 3 clusters Score -6053548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6053560.500000 Penalty: 5332.860352
	Iteration 34Q: 3 clusters Score -6053560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6053568.500000 Penalty: 5332.860352
	Iteration 35Q: 3 clusters Score -6053568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -6053580.000000 Penalty: 5332.860352
	Iteration 36Q: 3 clusters Score -6053580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6053597.500000 Penalty: 5332.860352
	Iteration 37Q: 3 clusters Score -6053598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -6053638.000000 Penalty: 5332.860352
	Iteration 38Q: 3 clusters Score -6053638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6053676.000000 Penalty: 5332.860352
	Iteration 39Q: 3 clusters Score -6053676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -6053695.500000 Penalty: 5332.860352
	Iteration 40F: 3 clusters Score -6053696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -6053715.000000 Penalty: 5332.860352
	Iteration 41Q: 3 clusters Score -6053715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -6053719.500000 Penalty: 5332.860352
	Iteration 42Q: 3 clusters Score -6053720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6053738.000000 Penalty: 5332.860352
	Iteration 43Q: 3 clusters Score -6053738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6053744.000000 Penalty: 5332.860352
	Iteration 44Q: 3 clusters Score -6053744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -6053750.500000 Penalty: 5332.860352
	Iteration 45Q: 3 clusters Score -6053750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6053758.500000 Penalty: 5332.860352
	Iteration 46Q: 3 clusters Score -6053758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -6053768.000000 Penalty: 5332.860352
	Iteration 47Q: 3 clusters Score -6053768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6053783.500000 Penalty: 5332.860352
	Iteration 48Q: 3 clusters Score -6053784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6053793.000000 Penalty: 5332.860352
	Iteration 49Q: 3 clusters Score -6053793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6053795.500000 Penalty: 5332.860352
	Iteration 50Q: 3 clusters Score -6053796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6053798.500000 Penalty: 5332.860352
	Iteration 51Q: 3 clusters Score -6053798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6053804.000000 Penalty: 5332.860352
	Iteration 52Q: 3 clusters Score -6053804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -6053800.500000 Penalty: 5332.860352
	Iteration 53Q: 3 clusters Score -6053800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -6053800.500000 Penalty: 5332.860352
	Iteration 54F: 3 clusters Score -6053800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -702130.187500 Penalty: 2132.404297
	Iteration 0F: 2 clusters Score -702130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -697367.125000 Penalty: 4264.808594
	Iteration 0F: 3 clusters Score -697367.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -698507.562500 Penalty: 4264.808594
	Iteration 1F: 3 clusters Score -698507.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -698752.375000 Penalty: 4264.808594
	Iteration 2F: 3 clusters Score -698752.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -698937.312500 Penalty: 4264.808594
	Iteration 3F: 3 clusters Score -698937.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -699108.312500 Penalty: 4264.808594
	Iteration 4Q: 3 clusters Score -699108.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -699247.812500 Penalty: 4264.808594
	Iteration 5Q: 3 clusters Score -699247.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -699370.375000 Penalty: 4264.808594
	Iteration 6Q: 3 clusters Score -699370.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -699497.812500 Penalty: 4264.808594
	Iteration 7Q: 3 clusters Score -699497.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -699630.312500 Penalty: 4264.808594
	Iteration 8Q: 3 clusters Score -699630.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -699772.125000 Penalty: 4264.808594
	Iteration 9Q: 3 clusters Score -699772.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -699910.750000 Penalty: 4264.808594
	Iteration 10Q: 3 clusters Score -699910.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -700013.250000 Penalty: 4264.808594
	Iteration 11Q: 3 clusters Score -700013.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -700094.187500 Penalty: 4264.808594
	Iteration 12Q: 3 clusters Score -700094.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -700149.750000 Penalty: 4264.808594
	Iteration 13Q: 3 clusters Score -700149.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -700192.937500 Penalty: 4264.808594
	Iteration 14Q: 3 clusters Score -700192.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -700222.687500 Penalty: 4264.808594
	Iteration 15Q: 3 clusters Score -700222.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -700248.125000 Penalty: 4264.808594
	Iteration 16Q: 3 clusters Score -700248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -700269.937500 Penalty: 4264.808594
	Iteration 17Q: 3 clusters Score -700269.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -700290.312500 Penalty: 4264.808594
	Iteration 18Q: 3 clusters Score -700290.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -700303.187500 Penalty: 4264.808594
	Iteration 19Q: 3 clusters Score -700303.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -700317.875000 Penalty: 4264.808594
	Iteration 20F: 3 clusters Score -700317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -700328.437500 Penalty: 4264.808594
	Iteration 21Q: 3 clusters Score -700328.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -700338.625000 Penalty: 4264.808594
	Iteration 22Q: 3 clusters Score -700338.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -700350.375000 Penalty: 4264.808594
	Iteration 23Q: 3 clusters Score -700350.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -700354.687500 Penalty: 4264.808594
	Iteration 24Q: 3 clusters Score -700354.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -700361.062500 Penalty: 4264.808594
	Iteration 25Q: 3 clusters Score -700361.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -700367.687500 Penalty: 4264.808594
	Iteration 26Q: 3 clusters Score -700367.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -700374.062500 Penalty: 4264.808594
	Iteration 27Q: 3 clusters Score -700374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -700378.125000 Penalty: 4264.808594
	Iteration 28Q: 3 clusters Score -700378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -700382.750000 Penalty: 4264.808594
	Iteration 29Q: 3 clusters Score -700382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -700386.562500 Penalty: 4264.808594
	Iteration 30Q: 3 clusters Score -700386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -700389.625000 Penalty: 4264.808594
	Iteration 31Q: 3 clusters Score -700389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -700393.562500 Penalty: 4264.808594
	Iteration 32Q: 3 clusters Score -700393.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -700399.812500 Penalty: 4264.808594
	Iteration 33Q: 3 clusters Score -700399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -700402.187500 Penalty: 4264.808594
	Iteration 34Q: 3 clusters Score -700402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -700405.937500 Penalty: 4264.808594
	Iteration 35Q: 3 clusters Score -700405.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -700412.125000 Penalty: 4264.808594
	Iteration 36Q: 3 clusters Score -700412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -700417.562500 Penalty: 4264.808594
	Iteration 37Q: 3 clusters Score -700417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -700421.875000 Penalty: 4264.808594
	Iteration 38Q: 3 clusters Score -700421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -700424.312500 Penalty: 4264.808594
	Iteration 39Q: 3 clusters Score -700424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -700430.937500 Penalty: 4264.808594
	Iteration 40F: 3 clusters Score -700430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -700437.375000 Penalty: 4264.808594
	Iteration 41Q: 3 clusters Score -700437.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -700442.125000 Penalty: 4264.808594
	Iteration 42Q: 3 clusters Score -700442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -700445.312500 Penalty: 4264.808594
	Iteration 43Q: 3 clusters Score -700445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -700448.312500 Penalty: 4264.808594
	Iteration 44Q: 3 clusters Score -700448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -700448.687500 Penalty: 4264.808594
	Iteration 45Q: 3 clusters Score -700448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -700450.687500 Penalty: 4264.808594
	Iteration 46Q: 3 clusters Score -700450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -700452.187500 Penalty: 4264.808594
	Iteration 47Q: 3 clusters Score -700452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -700453.000000 Penalty: 4264.808594
	Iteration 48Q: 3 clusters Score -700453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -700457.750000 Penalty: 4264.808594
	Iteration 49Q: 3 clusters Score -700457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -700462.000000 Penalty: 4264.808594
	Iteration 50Q: 3 clusters Score -700462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -700466.250000 Penalty: 4264.808594
	Iteration 51Q: 3 clusters Score -700466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -700468.937500 Penalty: 4264.808594
	Iteration 52Q: 3 clusters Score -700468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -700471.875000 Penalty: 4264.808594
	Iteration 53Q: 3 clusters Score -700471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -700474.312500 Penalty: 4264.808594
	Iteration 54Q: 3 clusters Score -700474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -700476.187500 Penalty: 4264.808594
	Iteration 55Q: 3 clusters Score -700476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -700478.500000 Penalty: 4264.808594
	Iteration 56Q: 3 clusters Score -700478.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -700479.812500 Penalty: 4264.808594
	Iteration 57Q: 3 clusters Score -700479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -700480.500000 Penalty: 4264.808594
	Iteration 58Q: 3 clusters Score -700480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -700483.187500 Penalty: 4264.808594
	Iteration 59Q: 3 clusters Score -700483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -700486.562500 Penalty: 4264.808594
	Iteration 60F: 3 clusters Score -700486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -700486.750000 Penalty: 4264.808594
	Iteration 61Q: 3 clusters Score -700486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -700485.687500 Penalty: 4264.808594
	Iteration 62Q: 3 clusters Score -700485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -700486.312500 Penalty: 4264.808594
	Iteration 63Q: 3 clusters Score -700486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -700488.375000 Penalty: 4264.808594
	Iteration 64Q: 3 clusters Score -700488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -700488.687500 Penalty: 4264.808594
	Iteration 65Q: 3 clusters Score -700488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -700492.375000 Penalty: 4264.808594
	Iteration 66Q: 3 clusters Score -700492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -700495.687500 Penalty: 4264.808594
	Iteration 67Q: 3 clusters Score -700495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -700498.500000 Penalty: 4264.808594
	Iteration 68Q: 3 clusters Score -700498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -700499.125000 Penalty: 4264.808594
	Iteration 69Q: 3 clusters Score -700499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -700500.187500 Penalty: 4264.808594
	Iteration 70Q: 3 clusters Score -700500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -700500.187500 Penalty: 4264.808594
	Iteration 71F: 3 clusters Score -700500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -762138.062500 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -762138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -756985.875000 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -756985.9 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -758247.562500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -758247.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -758473.062500 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -758473.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -758652.375000 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -758652.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -758825.937500 Penalty: 4319.403320
	Iteration 4Q: 3 clusters Score -758825.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -758986.562500 Penalty: 4319.403320
	Iteration 5Q: 3 clusters Score -758986.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -759130.312500 Penalty: 4319.403320
	Iteration 6Q: 3 clusters Score -759130.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -759295.062500 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -759295.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -759496.937500 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -759496.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -759723.312500 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -759723.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -759966.812500 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -759966.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -760170.375000 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -760170.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -760320.187500 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -760320.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -760412.750000 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -760412.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -760486.312500 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -760486.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -760534.500000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -760534.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -760563.062500 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -760563.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -760587.625000 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -760587.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -760606.312500 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -760606.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -760618.937500 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -760618.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -760630.187500 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -760630.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -760638.437500 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -760638.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -760646.875000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -760646.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -760654.875000 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -760654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -760658.000000 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -760658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -760662.000000 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -760662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -760661.937500 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -760661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -760663.125000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -760663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -760662.875000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -760662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -760664.312500 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -760664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -760664.937500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -760664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -760664.937500 Penalty: 4319.403320
	Iteration 31F: 3 clusters Score -760664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -846025.562500 Penalty: 2183.137451
	Iteration 0F: 2 clusters Score -846025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -840417.625000 Penalty: 4366.274902
	Iteration 0F: 3 clusters Score -840417.6 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -841973.375000 Penalty: 4366.274902
	Iteration 1F: 3 clusters Score -841973.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -842449.625000 Penalty: 4366.274902
	Iteration 2F: 3 clusters Score -842449.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -842942.250000 Penalty: 4366.274902
	Iteration 3F: 3 clusters Score -842942.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -843399.375000 Penalty: 4366.274902
	Iteration 4F: 3 clusters Score -843399.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -843806.875000 Penalty: 4366.274902
	Iteration 5F: 3 clusters Score -843806.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -844114.000000 Penalty: 4366.274902
	Iteration 6F: 3 clusters Score -844114 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -844332.187500 Penalty: 4366.274902
	Iteration 7Q: 3 clusters Score -844332.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -844500.375000 Penalty: 4366.274902
	Iteration 8Q: 3 clusters Score -844500.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -844614.187500 Penalty: 4366.274902
	Iteration 9Q: 3 clusters Score -844614.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -844688.875000 Penalty: 4366.274902
	Iteration 10Q: 3 clusters Score -844688.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -844746.937500 Penalty: 4366.274902
	Iteration 11Q: 3 clusters Score -844746.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -844783.687500 Penalty: 4366.274902
	Iteration 12Q: 3 clusters Score -844783.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -844810.000000 Penalty: 4366.274902
	Iteration 13Q: 3 clusters Score -844810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -844826.875000 Penalty: 4366.274902
	Iteration 14Q: 3 clusters Score -844826.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -844842.687500 Penalty: 4366.274902
	Iteration 15Q: 3 clusters Score -844842.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -844851.687500 Penalty: 4366.274902
	Iteration 16Q: 3 clusters Score -844851.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -844859.687500 Penalty: 4366.274902
	Iteration 17Q: 3 clusters Score -844859.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -844866.062500 Penalty: 4366.274902
	Iteration 18Q: 3 clusters Score -844866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -844868.125000 Penalty: 4366.274902
	Iteration 19Q: 3 clusters Score -844868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -844872.437500 Penalty: 4366.274902
	Iteration 20F: 3 clusters Score -844872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -844876.687500 Penalty: 4366.274902
	Iteration 21Q: 3 clusters Score -844876.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -844879.875000 Penalty: 4366.274902
	Iteration 22Q: 3 clusters Score -844879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -844886.125000 Penalty: 4366.274902
	Iteration 23Q: 3 clusters Score -844886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -844889.187500 Penalty: 4366.274902
	Iteration 24Q: 3 clusters Score -844889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -844891.500000 Penalty: 4366.274902
	Iteration 25Q: 3 clusters Score -844891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -844892.375000 Penalty: 4366.274902
	Iteration 26Q: 3 clusters Score -844892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -844894.312500 Penalty: 4366.274902
	Iteration 27Q: 3 clusters Score -844894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -844897.062500 Penalty: 4366.274902
	Iteration 28Q: 3 clusters Score -844897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -844898.562500 Penalty: 4366.274902
	Iteration 29Q: 3 clusters Score -844898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -844900.750000 Penalty: 4366.274902
	Iteration 30Q: 3 clusters Score -844900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -844902.875000 Penalty: 4366.274902
	Iteration 31Q: 3 clusters Score -844902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -844903.562500 Penalty: 4366.274902
	Iteration 32Q: 3 clusters Score -844903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -844903.187500 Penalty: 4366.274902
	Iteration 33Q: 3 clusters Score -844903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -844903.687500 Penalty: 4366.274902
	Iteration 34Q: 3 clusters Score -844903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -844903.625000 Penalty: 4366.274902
	Iteration 35Q: 3 clusters Score -844903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -844903.625000 Penalty: 4366.274902
	Iteration 36F: 3 clusters Score -844903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Entering Unmasked Estep 
Score: -6801337.500000 Penalty: 2694.785400
	Iteration 0F: 2 clusters Score -6801338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -6766323.000000 Penalty: 5389.570801
	Iteration 0F: 3 clusters Score -6766323 nChanged 24093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6779957.500000 Penalty: 5389.570801
	Iteration 1F: 3 clusters Score -6779958 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -6780679.500000 Penalty: 5389.570801
	Iteration 2Q: 3 clusters Score -6780680 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -6781426.500000 Penalty: 5389.570801
	Iteration 3Q: 3 clusters Score -6781426 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6782300.500000 Penalty: 5389.570801
	Iteration 4Q: 3 clusters Score -6782300 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6783453.000000 Penalty: 5389.570801
	Iteration 5Q: 3 clusters Score -6783453 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6784796.500000 Penalty: 5389.570801
	Iteration 6F: 3 clusters Score -6784796 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -6786524.500000 Penalty: 5389.570801
	Iteration 7F: 3 clusters Score -6786524 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -6788371.500000 Penalty: 5389.570801
	Iteration 8F: 3 clusters Score -6788372 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -6790269.000000 Penalty: 5389.570801
	Iteration 9F: 3 clusters Score -6790269 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -6791933.500000 Penalty: 5389.570801
	Iteration 10Q: 3 clusters Score -6791934 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -6793261.500000 Penalty: 5389.570801
	Iteration 11Q: 3 clusters Score -6793262 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6794258.500000 Penalty: 5389.570801
	Iteration 12Q: 3 clusters Score -6794258 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6795015.000000 Penalty: 5389.570801
	Iteration 13Q: 3 clusters Score -6795015 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -6795629.000000 Penalty: 5389.570801
	Iteration 14Q: 3 clusters Score -6795629 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6796189.000000 Penalty: 5389.570801
	Iteration 15Q: 3 clusters Score -6796189 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6796712.500000 Penalty: 5389.570801
	Iteration 16Q: 3 clusters Score -6796712 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6797156.500000 Penalty: 5389.570801
	Iteration 17Q: 3 clusters Score -6797156 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6797531.500000 Penalty: 5389.570801
	Iteration 18Q: 3 clusters Score -6797532 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6797844.000000 Penalty: 5389.570801
	Iteration 19Q: 3 clusters Score -6797844 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6798106.500000 Penalty: 5389.570801
	Iteration 20F: 3 clusters Score -6798106 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6798305.000000 Penalty: 5389.570801
	Iteration 21Q: 3 clusters Score -6798305 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6798496.000000 Penalty: 5389.570801
	Iteration 22Q: 3 clusters Score -6798496 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6798663.000000 Penalty: 5389.570801
	Iteration 23Q: 3 clusters Score -6798663 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6798768.500000 Penalty: 5389.570801
	Iteration 24Q: 3 clusters Score -6798768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6798826.000000 Penalty: 5389.570801
	Iteration 25Q: 3 clusters Score -6798826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6798868.500000 Penalty: 5389.570801
	Iteration 26Q: 3 clusters Score -6798868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6798892.500000 Penalty: 5389.570801
	Iteration 27Q: 3 clusters Score -6798892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6798912.000000 Penalty: 5389.570801
	Iteration 28Q: 3 clusters Score -6798912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6798940.500000 Penalty: 5389.570801
	Iteration 29Q: 3 clusters Score -6798940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6798948.000000 Penalty: 5389.570801
	Iteration 30Q: 3 clusters Score -6798948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6798955.500000 Penalty: 5389.570801
	Iteration 31Q: 3 clusters Score -6798956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6798955.000000 Penalty: 5389.570801
	Iteration 32Q: 3 clusters Score -6798955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6798961.000000 Penalty: 5389.570801
	Iteration 33Q: 3 clusters Score -6798961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6798967.000000 Penalty: 5389.570801
	Iteration 34Q: 3 clusters Score -6798967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6798967.000000 Penalty: 5389.570801
	Iteration 35F: 3 clusters Score -6798967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Entering Unmasked Estep 
Score: -2758367.250000 Penalty: 2475.942139
	Iteration 0F: 2 clusters Score -2758367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2743300.000000 Penalty: 4951.884277
	Iteration 0F: 3 clusters Score -2743300 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2748368.250000 Penalty: 4951.884277
	Iteration 1F: 3 clusters Score -2748368 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2748870.250000 Penalty: 4951.884277
	Iteration 2F: 3 clusters Score -2748870 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2749343.250000 Penalty: 4951.884277
	Iteration 3F: 3 clusters Score -2749343 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2749784.000000 Penalty: 4951.884277
	Iteration 4Q: 3 clusters Score -2749784 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2750250.500000 Penalty: 4951.884277
	Iteration 5Q: 3 clusters Score -2750250 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2750810.500000 Penalty: 4951.884277
	Iteration 6Q: 3 clusters Score -2750810 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2751457.250000 Penalty: 4951.884277
	Iteration 7Q: 3 clusters Score -2751457 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2752159.500000 Penalty: 4951.884277
	Iteration 8F: 3 clusters Score -2752160 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2752846.000000 Penalty: 4951.884277
	Iteration 9Q: 3 clusters Score -2752846 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2753558.000000 Penalty: 4951.884277
	Iteration 10Q: 3 clusters Score -2753558 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2754200.250000 Penalty: 4951.884277
	Iteration 11Q: 3 clusters Score -2754200 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2754657.750000 Penalty: 4951.884277
	Iteration 12Q: 3 clusters Score -2754658 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2754940.250000 Penalty: 4951.884277
	Iteration 13Q: 3 clusters Score -2754940 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2755146.000000 Penalty: 4951.884277
	Iteration 14Q: 3 clusters Score -2755146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2755340.750000 Penalty: 4951.884277
	Iteration 15Q: 3 clusters Score -2755341 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2755483.750000 Penalty: 4951.884277
	Iteration 16Q: 3 clusters Score -2755484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2755598.750000 Penalty: 4951.884277
	Iteration 17Q: 3 clusters Score -2755599 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2755672.750000 Penalty: 4951.884277
	Iteration 18Q: 3 clusters Score -2755673 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2755759.250000 Penalty: 4951.884277
	Iteration 19Q: 3 clusters Score -2755759 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2755828.250000 Penalty: 4951.884277
	Iteration 20F: 3 clusters Score -2755828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2755877.750000 Penalty: 4951.884277
	Iteration 21Q: 3 clusters Score -2755878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2755904.000000 Penalty: 4951.884277
	Iteration 22Q: 3 clusters Score -2755904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2755918.250000 Penalty: 4951.884277
	Iteration 23Q: 3 clusters Score -2755918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2755942.250000 Penalty: 4951.884277
	Iteration 24Q: 3 clusters Score -2755942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2755954.250000 Penalty: 4951.884277
	Iteration 25Q: 3 clusters Score -2755954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2755981.500000 Penalty: 4951.884277
	Iteration 26Q: 3 clusters Score -2755982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2755992.500000 Penalty: 4951.884277
	Iteration 27Q: 3 clusters Score -2755992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2756004.750000 Penalty: 4951.884277
	Iteration 28Q: 3 clusters Score -2756005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2756003.250000 Penalty: 4951.884277
	Iteration 29Q: 3 clusters Score -2756003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2756014.000000 Penalty: 4951.884277
	Iteration 30Q: 3 clusters Score -2756014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2756027.000000 Penalty: 4951.884277
	Iteration 31Q: 3 clusters Score -2756027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2756037.000000 Penalty: 4951.884277
	Iteration 32Q: 3 clusters Score -2756037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2756027.750000 Penalty: 4951.884277
	Iteration 33Q: 3 clusters Score -2756028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2756034.500000 Penalty: 4951.884277
	Iteration 34Q: 3 clusters Score -2756034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2756038.500000 Penalty: 4951.884277
	Iteration 35Q: 3 clusters Score -2756038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2756043.000000 Penalty: 4951.884277
	Iteration 36Q: 3 clusters Score -2756043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2756044.750000 Penalty: 4951.884277
	Iteration 37Q: 3 clusters Score -2756045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2756059.000000 Penalty: 4951.884277
	Iteration 38Q: 3 clusters Score -2756059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2756067.250000 Penalty: 4951.884277
	Iteration 39Q: 3 clusters Score -2756067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2756067.000000 Penalty: 4951.884277
	Iteration 40F: 3 clusters Score -2756067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2756075.000000 Penalty: 4951.884277
	Iteration 41Q: 3 clusters Score -2756075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2756080.250000 Penalty: 4951.884277
	Iteration 42Q: 3 clusters Score -2756080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2756088.250000 Penalty: 4951.884277
	Iteration 43Q: 3 clusters Score -2756088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2756091.000000 Penalty: 4951.884277
	Iteration 44Q: 3 clusters Score -2756091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2756100.250000 Penalty: 4951.884277
	Iteration 45Q: 3 clusters Score -2756100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2756095.750000 Penalty: 4951.884277
	Iteration 46Q: 3 clusters Score -2756096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2756101.750000 Penalty: 4951.884277
	Iteration 47Q: 3 clusters Score -2756102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2756118.500000 Penalty: 4951.884277
	Iteration 48Q: 3 clusters Score -2756118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2756122.250000 Penalty: 4951.884277
	Iteration 49Q: 3 clusters Score -2756122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2756123.000000 Penalty: 4951.884277
	Iteration 50Q: 3 clusters Score -2756123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2756128.250000 Penalty: 4951.884277
	Iteration 51Q: 3 clusters Score -2756128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2756133.000000 Penalty: 4951.884277
	Iteration 52Q: 3 clusters Score -2756133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2756140.500000 Penalty: 4951.884277
	Iteration 53Q: 3 clusters Score -2756140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2756152.750000 Penalty: 4951.884277
	Iteration 54Q: 3 clusters Score -2756153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2756150.750000 Penalty: 4951.884277
	Iteration 55Q: 3 clusters Score -2756151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2756155.750000 Penalty: 4951.884277
	Iteration 56Q: 3 clusters Score -2756156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2756163.250000 Penalty: 4951.884277
	Iteration 57Q: 3 clusters Score -2756163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2756167.000000 Penalty: 4951.884277
	Iteration 58Q: 3 clusters Score -2756167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2756169.250000 Penalty: 4951.884277
	Iteration 59Q: 3 clusters Score -2756169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2756174.750000 Penalty: 4951.884277
	Iteration 60F: 3 clusters Score -2756175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2756186.250000 Penalty: 4951.884277
	Iteration 61Q: 3 clusters Score -2756186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2756185.500000 Penalty: 4951.884277
	Iteration 62Q: 3 clusters Score -2756186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2756191.250000 Penalty: 4951.884277
	Iteration 63Q: 3 clusters Score -2756191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2756188.250000 Penalty: 4951.884277
	Iteration 64Q: 3 clusters Score -2756188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2756193.500000 Penalty: 4951.884277
	Iteration 65Q: 3 clusters Score -2756194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2756191.750000 Penalty: 4951.884277
	Iteration 66Q: 3 clusters Score -2756192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2756191.250000 Penalty: 4951.884277
	Iteration 67Q: 3 clusters Score -2756191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2756191.250000 Penalty: 4951.884277
	Iteration 68F: 3 clusters Score -2756191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Entering Unmasked Estep 
Score: -11938613.000000 Penalty: 2832.303711
	Iteration 0F: 2 clusters Score -1.193861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -11877503.000000 Penalty: 5664.607422
	Iteration 0F: 3 clusters Score -1.18775e+07 nChanged 42899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -11902477.000000 Penalty: 5664.607422
	Iteration 1F: 3 clusters Score -1.190248e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -11903693.000000 Penalty: 5664.607422
	Iteration 2Q: 3 clusters Score -1.190369e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -11905548.000000 Penalty: 5664.607422
	Iteration 3Q: 3 clusters Score -1.190555e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -11908404.000000 Penalty: 5664.607422
	Iteration 4F: 3 clusters Score -1.19084e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -11912273.000000 Penalty: 5664.607422
	Iteration 5F: 3 clusters Score -1.191227e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -11917158.000000 Penalty: 5664.607422
	Iteration 6F: 3 clusters Score -1.191716e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -11922376.000000 Penalty: 5664.607422
	Iteration 7F: 3 clusters Score -1.192238e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -11926994.000000 Penalty: 5664.607422
	Iteration 8F: 3 clusters Score -1.192699e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -11930285.000000 Penalty: 5664.607422
	Iteration 9Q: 3 clusters Score -1.193028e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -11932253.000000 Penalty: 5664.607422
	Iteration 10Q: 3 clusters Score -1.193225e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -11933410.000000 Penalty: 5664.607422
	Iteration 11Q: 3 clusters Score -1.193341e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -11934255.000000 Penalty: 5664.607422
	Iteration 12Q: 3 clusters Score -1.193426e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -11934909.000000 Penalty: 5664.607422
	Iteration 13Q: 3 clusters Score -1.193491e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -11935374.000000 Penalty: 5664.607422
	Iteration 14Q: 3 clusters Score -1.193537e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -11935622.000000 Penalty: 5664.607422
	Iteration 15Q: 3 clusters Score -1.193562e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -11935836.000000 Penalty: 5664.607422
	Iteration 16Q: 3 clusters Score -1.193584e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -11936025.000000 Penalty: 5664.607422
	Iteration 17Q: 3 clusters Score -1.193602e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -11936166.000000 Penalty: 5664.607422
	Iteration 18Q: 3 clusters Score -1.193617e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -11936296.000000 Penalty: 5664.607422
	Iteration 19Q: 3 clusters Score -1.19363e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -11936412.000000 Penalty: 5664.607422
	Iteration 20F: 3 clusters Score -1.193641e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -11936462.000000 Penalty: 5664.607422
	Iteration 21Q: 3 clusters Score -1.193646e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -11936488.000000 Penalty: 5664.607422
	Iteration 22Q: 3 clusters Score -1.193649e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -11936536.000000 Penalty: 5664.607422
	Iteration 23Q: 3 clusters Score -1.193654e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -11936558.000000 Penalty: 5664.607422
	Iteration 24Q: 3 clusters Score -1.193656e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11936616.000000 Penalty: 5664.607422
	Iteration 25Q: 3 clusters Score -1.193662e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -11936638.000000 Penalty: 5664.607422
	Iteration 26Q: 3 clusters Score -1.193664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -11936646.000000 Penalty: 5664.607422
	Iteration 27Q: 3 clusters Score -1.193665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -11936643.000000 Penalty: 5664.607422
	Iteration 28Q: 3 clusters Score -1.193664e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -11936649.000000 Penalty: 5664.607422
	Iteration 29Q: 3 clusters Score -1.193665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -11936665.000000 Penalty: 5664.607422
	Iteration 30Q: 3 clusters Score -1.193666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -11936653.000000 Penalty: 5664.607422
	Iteration 31Q: 3 clusters Score -1.193665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -11936686.000000 Penalty: 5664.607422
	Iteration 32Q: 3 clusters Score -1.193669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -11936684.000000 Penalty: 5664.607422
	Iteration 33Q: 3 clusters Score -1.193668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -11936684.000000 Penalty: 5664.607422
	Iteration 34Q: 3 clusters Score -1.193668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -11936686.000000 Penalty: 5664.607422
	Iteration 35Q: 3 clusters Score -1.193669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -11936676.000000 Penalty: 5664.607422
	Iteration 36Q: 3 clusters Score -1.193668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -11936685.000000 Penalty: 5664.607422
	Iteration 37Q: 3 clusters Score -1.193668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -11936691.000000 Penalty: 5664.607422
	Iteration 38Q: 3 clusters Score -1.193669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -11936693.000000 Penalty: 5664.607422
	Iteration 39Q: 3 clusters Score -1.193669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -11936698.000000 Penalty: 5664.607422
	Iteration 40F: 3 clusters Score -1.19367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -11936702.000000 Penalty: 5664.607422
	Iteration 41Q: 3 clusters Score -1.19367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -11936698.000000 Penalty: 5664.607422
	Iteration 42Q: 3 clusters Score -1.19367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -11936698.000000 Penalty: 5664.607422
	Iteration 43Q: 3 clusters Score -1.19367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11936708.000000 Penalty: 5664.607422
	Iteration 44Q: 3 clusters Score -1.193671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -11936710.000000 Penalty: 5664.607422
	Iteration 45Q: 3 clusters Score -1.193671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -11936709.000000 Penalty: 5664.607422
	Iteration 46Q: 3 clusters Score -1.193671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -11936715.000000 Penalty: 5664.607422
	Iteration 47Q: 3 clusters Score -1.193672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -11936711.000000 Penalty: 5664.607422
	Iteration 48Q: 3 clusters Score -1.193671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -11936706.000000 Penalty: 5664.607422
	Iteration 49Q: 3 clusters Score -1.193671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -11936704.000000 Penalty: 5664.607422
	Iteration 50Q: 3 clusters Score -1.19367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -11936716.000000 Penalty: 5664.607422
	Iteration 51Q: 3 clusters Score -1.193672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -11936714.000000 Penalty: 5664.607422
	Iteration 52Q: 3 clusters Score -1.193671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -11936710.000000 Penalty: 5664.607422
	Iteration 53Q: 3 clusters Score -1.193671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -11936710.000000 Penalty: 5664.607422
	Iteration 54F: 3 clusters Score -1.193671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Entering Unmasked Estep 
Score: -2200541.500000 Penalty: 2418.256836
	Iteration 0F: 2 clusters Score -2200542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2188215.000000 Penalty: 4836.513672
	Iteration 0F: 3 clusters Score -2188215 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2192314.250000 Penalty: 4836.513672
	Iteration 1F: 3 clusters Score -2192314 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2192768.250000 Penalty: 4836.513672
	Iteration 2F: 3 clusters Score -2192768 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2193154.000000 Penalty: 4836.513672
	Iteration 3F: 3 clusters Score -2193154 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2193547.500000 Penalty: 4836.513672
	Iteration 4Q: 3 clusters Score -2193548 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2194021.500000 Penalty: 4836.513672
	Iteration 5Q: 3 clusters Score -2194022 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2194629.250000 Penalty: 4836.513672
	Iteration 6F: 3 clusters Score -2194629 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2195303.250000 Penalty: 4836.513672
	Iteration 7F: 3 clusters Score -2195303 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2196066.750000 Penalty: 4836.513672
	Iteration 8F: 3 clusters Score -2196067 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2196767.500000 Penalty: 4836.513672
	Iteration 9F: 3 clusters Score -2196768 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2197279.000000 Penalty: 4836.513672
	Iteration 10Q: 3 clusters Score -2197279 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2197642.250000 Penalty: 4836.513672
	Iteration 11Q: 3 clusters Score -2197642 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2197889.500000 Penalty: 4836.513672
	Iteration 12Q: 3 clusters Score -2197890 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2198050.750000 Penalty: 4836.513672
	Iteration 13Q: 3 clusters Score -2198051 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2198181.000000 Penalty: 4836.513672
	Iteration 14Q: 3 clusters Score -2198181 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2198284.500000 Penalty: 4836.513672
	Iteration 15Q: 3 clusters Score -2198284 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2198391.250000 Penalty: 4836.513672
	Iteration 16Q: 3 clusters Score -2198391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2198476.750000 Penalty: 4836.513672
	Iteration 17Q: 3 clusters Score -2198477 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2198557.750000 Penalty: 4836.513672
	Iteration 18Q: 3 clusters Score -2198558 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2198644.250000 Penalty: 4836.513672
	Iteration 19Q: 3 clusters Score -2198644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2198721.000000 Penalty: 4836.513672
	Iteration 20F: 3 clusters Score -2198721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2198776.750000 Penalty: 4836.513672
	Iteration 21Q: 3 clusters Score -2198777 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2198834.750000 Penalty: 4836.513672
	Iteration 22Q: 3 clusters Score -2198835 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2198884.250000 Penalty: 4836.513672
	Iteration 23Q: 3 clusters Score -2198884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2198926.000000 Penalty: 4836.513672
	Iteration 24Q: 3 clusters Score -2198926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2198964.500000 Penalty: 4836.513672
	Iteration 25Q: 3 clusters Score -2198964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2199016.750000 Penalty: 4836.513672
	Iteration 26Q: 3 clusters Score -2199017 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2199072.500000 Penalty: 4836.513672
	Iteration 27Q: 3 clusters Score -2199072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2199119.750000 Penalty: 4836.513672
	Iteration 28Q: 3 clusters Score -2199120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2199178.250000 Penalty: 4836.513672
	Iteration 29Q: 3 clusters Score -2199178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2199257.000000 Penalty: 4836.513672
	Iteration 30Q: 3 clusters Score -2199257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2199334.500000 Penalty: 4836.513672
	Iteration 31Q: 3 clusters Score -2199334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2199426.250000 Penalty: 4836.513672
	Iteration 32Q: 3 clusters Score -2199426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2199529.000000 Penalty: 4836.513672
	Iteration 33Q: 3 clusters Score -2199529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2199594.500000 Penalty: 4836.513672
	Iteration 34Q: 3 clusters Score -2199594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2199645.500000 Penalty: 4836.513672
	Iteration 35Q: 3 clusters Score -2199646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2199681.500000 Penalty: 4836.513672
	Iteration 36Q: 3 clusters Score -2199682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2199708.750000 Penalty: 4836.513672
	Iteration 37Q: 3 clusters Score -2199709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2199737.250000 Penalty: 4836.513672
	Iteration 38Q: 3 clusters Score -2199737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2199755.500000 Penalty: 4836.513672
	Iteration 39Q: 3 clusters Score -2199756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2199769.250000 Penalty: 4836.513672
	Iteration 40F: 3 clusters Score -2199769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2199781.000000 Penalty: 4836.513672
	Iteration 41Q: 3 clusters Score -2199781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2199788.750000 Penalty: 4836.513672
	Iteration 42Q: 3 clusters Score -2199789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2199795.500000 Penalty: 4836.513672
	Iteration 43Q: 3 clusters Score -2199796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2199806.000000 Penalty: 4836.513672
	Iteration 44Q: 3 clusters Score -2199806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2199811.500000 Penalty: 4836.513672
	Iteration 45Q: 3 clusters Score -2199812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2199822.750000 Penalty: 4836.513672
	Iteration 46Q: 3 clusters Score -2199823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2199828.000000 Penalty: 4836.513672
	Iteration 47Q: 3 clusters Score -2199828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2199833.500000 Penalty: 4836.513672
	Iteration 48Q: 3 clusters Score -2199834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2199833.500000 Penalty: 4836.513672
	Iteration 49Q: 3 clusters Score -2199834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2199837.500000 Penalty: 4836.513672
	Iteration 50Q: 3 clusters Score -2199838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2199836.250000 Penalty: 4836.513672
	Iteration 51Q: 3 clusters Score -2199836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2199838.750000 Penalty: 4836.513672
	Iteration 52Q: 3 clusters Score -2199839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2199838.000000 Penalty: 4836.513672
	Iteration 53Q: 3 clusters Score -2199838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2199839.750000 Penalty: 4836.513672
	Iteration 54Q: 3 clusters Score -2199840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2199841.000000 Penalty: 4836.513672
	Iteration 55Q: 3 clusters Score -2199841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2199841.000000 Penalty: 4836.513672
	Iteration 56F: 3 clusters Score -2199841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -35408.562500 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -35408.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34181.667969 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -34181.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34391.941406 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -34391.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34516.222656 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -34516.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34576.984375 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -34576.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34595.500000 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -34595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34608.085938 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -34608.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34608.085938 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -34608.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Entering Unmasked Estep 
Score: -6909988.000000 Penalty: 2693.940918
	Iteration 0F: 2 clusters Score -6909988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -6875053.500000 Penalty: 5387.881836
	Iteration 0F: 3 clusters Score -6875054 nChanged 24090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -6888301.000000 Penalty: 5387.881836
	Iteration 1F: 3 clusters Score -6888301 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -6889050.500000 Penalty: 5387.881836
	Iteration 2Q: 3 clusters Score -6889050 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -6889940.000000 Penalty: 5387.881836
	Iteration 3Q: 3 clusters Score -6889940 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -6891209.500000 Penalty: 5387.881836
	Iteration 4F: 3 clusters Score -6891210 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -6893158.500000 Penalty: 5387.881836
	Iteration 5F: 3 clusters Score -6893158 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -6895546.000000 Penalty: 5387.881836
	Iteration 6F: 3 clusters Score -6895546 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -6898334.500000 Penalty: 5387.881836
	Iteration 7F: 3 clusters Score -6898334 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -6900766.500000 Penalty: 5387.881836
	Iteration 8F: 3 clusters Score -6900766 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -6902816.500000 Penalty: 5387.881836
	Iteration 9F: 3 clusters Score -6902816 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6904285.500000 Penalty: 5387.881836
	Iteration 10Q: 3 clusters Score -6904286 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6905414.500000 Penalty: 5387.881836
	Iteration 11Q: 3 clusters Score -6905414 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -6906193.500000 Penalty: 5387.881836
	Iteration 12Q: 3 clusters Score -6906194 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6906727.000000 Penalty: 5387.881836
	Iteration 13Q: 3 clusters Score -6906727 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -6907111.000000 Penalty: 5387.881836
	Iteration 14Q: 3 clusters Score -6907111 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -6907347.000000 Penalty: 5387.881836
	Iteration 15Q: 3 clusters Score -6907347 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -6907457.500000 Penalty: 5387.881836
	Iteration 16Q: 3 clusters Score -6907458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6907543.500000 Penalty: 5387.881836
	Iteration 17Q: 3 clusters Score -6907544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -6907578.500000 Penalty: 5387.881836
	Iteration 18Q: 3 clusters Score -6907578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6907601.000000 Penalty: 5387.881836
	Iteration 19Q: 3 clusters Score -6907601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -6907625.000000 Penalty: 5387.881836
	Iteration 20F: 3 clusters Score -6907625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6907665.500000 Penalty: 5387.881836
	Iteration 21Q: 3 clusters Score -6907666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -6907675.500000 Penalty: 5387.881836
	Iteration 22Q: 3 clusters Score -6907676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -6907689.000000 Penalty: 5387.881836
	Iteration 23Q: 3 clusters Score -6907689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6907701.000000 Penalty: 5387.881836
	Iteration 24Q: 3 clusters Score -6907701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -6907721.000000 Penalty: 5387.881836
	Iteration 25Q: 3 clusters Score -6907721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6907733.000000 Penalty: 5387.881836
	Iteration 26Q: 3 clusters Score -6907733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6907732.500000 Penalty: 5387.881836
	Iteration 27Q: 3 clusters Score -6907732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6907742.000000 Penalty: 5387.881836
	Iteration 28Q: 3 clusters Score -6907742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6907754.500000 Penalty: 5387.881836
	Iteration 29Q: 3 clusters Score -6907754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6907763.000000 Penalty: 5387.881836
	Iteration 30Q: 3 clusters Score -6907763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -6907772.000000 Penalty: 5387.881836
	Iteration 31Q: 3 clusters Score -6907772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -6907780.500000 Penalty: 5387.881836
	Iteration 32Q: 3 clusters Score -6907780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -6907784.000000 Penalty: 5387.881836
	Iteration 33Q: 3 clusters Score -6907784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -6907782.500000 Penalty: 5387.881836
	Iteration 34Q: 3 clusters Score -6907782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -6907793.000000 Penalty: 5387.881836
	Iteration 35Q: 3 clusters Score -6907793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -6907795.000000 Penalty: 5387.881836
	Iteration 36Q: 3 clusters Score -6907795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -6907797.500000 Penalty: 5387.881836
	Iteration 37Q: 3 clusters Score -6907798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -6907797.500000 Penalty: 5387.881836
	Iteration 38F: 3 clusters Score -6907798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Entering Unmasked Estep 
Score: -1622456.500000 Penalty: 2339.364990
	Iteration 0F: 2 clusters Score -1622456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1613215.625000 Penalty: 4678.729980
	Iteration 0F: 3 clusters Score -1613216 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1616110.875000 Penalty: 4678.729980
	Iteration 1F: 3 clusters Score -1616111 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1616494.625000 Penalty: 4678.729980
	Iteration 2F: 3 clusters Score -1616495 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1616793.500000 Penalty: 4678.729980
	Iteration 3F: 3 clusters Score -1616794 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1617074.375000 Penalty: 4678.729980
	Iteration 4Q: 3 clusters Score -1617074 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1617295.500000 Penalty: 4678.729980
	Iteration 5Q: 3 clusters Score -1617296 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1617483.375000 Penalty: 4678.729980
	Iteration 6Q: 3 clusters Score -1617483 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1617663.625000 Penalty: 4678.729980
	Iteration 7Q: 3 clusters Score -1617664 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1617824.375000 Penalty: 4678.729980
	Iteration 8Q: 3 clusters Score -1617824 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1617987.125000 Penalty: 4678.729980
	Iteration 9Q: 3 clusters Score -1617987 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1618142.375000 Penalty: 4678.729980
	Iteration 10Q: 3 clusters Score -1618142 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1618315.125000 Penalty: 4678.729980
	Iteration 11Q: 3 clusters Score -1618315 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1618494.750000 Penalty: 4678.729980
	Iteration 12Q: 3 clusters Score -1618495 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1618670.250000 Penalty: 4678.729980
	Iteration 13Q: 3 clusters Score -1618670 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1618863.750000 Penalty: 4678.729980
	Iteration 14Q: 3 clusters Score -1618864 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1619044.750000 Penalty: 4678.729980
	Iteration 15Q: 3 clusters Score -1619045 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1619196.625000 Penalty: 4678.729980
	Iteration 16Q: 3 clusters Score -1619197 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1619349.125000 Penalty: 4678.729980
	Iteration 17Q: 3 clusters Score -1619349 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1619530.125000 Penalty: 4678.729980
	Iteration 18Q: 3 clusters Score -1619530 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1619682.250000 Penalty: 4678.729980
	Iteration 19Q: 3 clusters Score -1619682 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1619803.000000 Penalty: 4678.729980
	Iteration 20F: 3 clusters Score -1619803 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1619903.750000 Penalty: 4678.729980
	Iteration 21Q: 3 clusters Score -1619904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1619986.875000 Penalty: 4678.729980
	Iteration 22Q: 3 clusters Score -1619987 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1620045.750000 Penalty: 4678.729980
	Iteration 23Q: 3 clusters Score -1620046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1620102.250000 Penalty: 4678.729980
	Iteration 24Q: 3 clusters Score -1620102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1620157.000000 Penalty: 4678.729980
	Iteration 25Q: 3 clusters Score -1620157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1620201.125000 Penalty: 4678.729980
	Iteration 26Q: 3 clusters Score -1620201 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1620235.500000 Penalty: 4678.729980
	Iteration 27Q: 3 clusters Score -1620236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1620267.125000 Penalty: 4678.729980
	Iteration 28Q: 3 clusters Score -1620267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1620298.625000 Penalty: 4678.729980
	Iteration 29Q: 3 clusters Score -1620299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1620323.500000 Penalty: 4678.729980
	Iteration 30Q: 3 clusters Score -1620324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1620349.000000 Penalty: 4678.729980
	Iteration 31Q: 3 clusters Score -1620349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1620378.500000 Penalty: 4678.729980
	Iteration 32Q: 3 clusters Score -1620378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1620400.875000 Penalty: 4678.729980
	Iteration 33Q: 3 clusters Score -1620401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1620422.625000 Penalty: 4678.729980
	Iteration 34Q: 3 clusters Score -1620423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1620430.625000 Penalty: 4678.729980
	Iteration 35Q: 3 clusters Score -1620431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1620445.375000 Penalty: 4678.729980
	Iteration 36Q: 3 clusters Score -1620445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1620452.625000 Penalty: 4678.729980
	Iteration 37Q: 3 clusters Score -1620453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1620461.750000 Penalty: 4678.729980
	Iteration 38Q: 3 clusters Score -1620462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1620479.375000 Penalty: 4678.729980
	Iteration 39Q: 3 clusters Score -1620479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1620486.625000 Penalty: 4678.729980
	Iteration 40F: 3 clusters Score -1620487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1620497.750000 Penalty: 4678.729980
	Iteration 41Q: 3 clusters Score -1620498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1620504.375000 Penalty: 4678.729980
	Iteration 42Q: 3 clusters Score -1620504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1620509.750000 Penalty: 4678.729980
	Iteration 43Q: 3 clusters Score -1620510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1620515.250000 Penalty: 4678.729980
	Iteration 44Q: 3 clusters Score -1620515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1620517.500000 Penalty: 4678.729980
	Iteration 45Q: 3 clusters Score -1620518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1620514.750000 Penalty: 4678.729980
	Iteration 46Q: 3 clusters Score -1620515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1620515.750000 Penalty: 4678.729980
	Iteration 47Q: 3 clusters Score -1620516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1620515.750000 Penalty: 4678.729980
	Iteration 48F: 3 clusters Score -1620516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -593397.937500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -593397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -589135.937500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -589135.9 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -590125.312500 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -590125.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -590338.625000 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -590338.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -590470.250000 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -590470.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -590564.250000 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -590564.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -590625.375000 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -590625.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -590670.875000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -590670.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -590708.375000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -590708.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -590739.937500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -590739.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -590764.000000 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -590764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -590777.437500 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -590777.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -590791.750000 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -590791.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -590801.625000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -590801.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -590811.937500 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -590811.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -590821.000000 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -590821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -590831.812500 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -590831.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -590841.437500 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -590841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -590849.125000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -590849.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -590859.562500 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -590859.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -590868.500000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -590868.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -590881.437500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -590881.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -590891.187500 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -590891.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -590904.375000 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -590904.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -590919.000000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -590919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -590931.000000 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -590931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -590943.937500 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -590943.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -590956.562500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -590956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -590970.500000 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -590970.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -590980.062500 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -590980.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -590995.750000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -590995.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -591010.687500 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -591010.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -591024.875000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -591024.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -591036.812500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -591036.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -591046.687500 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -591046.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -591057.062500 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -591057.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -591064.937500 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -591064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -591074.187500 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -591074.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -591081.000000 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -591081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -591087.312500 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -591087.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -591091.562500 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -591091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -591097.062500 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -591097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -591099.312500 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -591099.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -591103.562500 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -591103.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -591107.937500 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -591107.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -591114.562500 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -591114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -591120.250000 Penalty: 4182.199219
	Iteration 45Q: 3 clusters Score -591120.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -591125.000000 Penalty: 4182.199219
	Iteration 46Q: 3 clusters Score -591125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -591131.437500 Penalty: 4182.199219
	Iteration 47Q: 3 clusters Score -591131.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -591134.625000 Penalty: 4182.199219
	Iteration 48Q: 3 clusters Score -591134.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -591140.062500 Penalty: 4182.199219
	Iteration 49Q: 3 clusters Score -591140.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -591148.437500 Penalty: 4182.199219
	Iteration 50Q: 3 clusters Score -591148.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -591156.562500 Penalty: 4182.199219
	Iteration 51Q: 3 clusters Score -591156.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -591165.437500 Penalty: 4182.199219
	Iteration 52Q: 3 clusters Score -591165.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -591173.937500 Penalty: 4182.199219
	Iteration 53Q: 3 clusters Score -591173.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -591183.562500 Penalty: 4182.199219
	Iteration 54Q: 3 clusters Score -591183.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -591190.437500 Penalty: 4182.199219
	Iteration 55Q: 3 clusters Score -591190.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -591199.437500 Penalty: 4182.199219
	Iteration 56Q: 3 clusters Score -591199.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -591206.812500 Penalty: 4182.199219
	Iteration 57Q: 3 clusters Score -591206.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -591213.312500 Penalty: 4182.199219
	Iteration 58Q: 3 clusters Score -591213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -591219.312500 Penalty: 4182.199219
	Iteration 59Q: 3 clusters Score -591219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -591228.875000 Penalty: 4182.199219
	Iteration 60F: 3 clusters Score -591228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -591239.812500 Penalty: 4182.199219
	Iteration 61Q: 3 clusters Score -591239.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -591248.687500 Penalty: 4182.199219
	Iteration 62Q: 3 clusters Score -591248.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -591255.875000 Penalty: 4182.199219
	Iteration 63Q: 3 clusters Score -591255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -591261.687500 Penalty: 4182.199219
	Iteration 64Q: 3 clusters Score -591261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -591267.250000 Penalty: 4182.199219
	Iteration 65Q: 3 clusters Score -591267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -591272.500000 Penalty: 4182.199219
	Iteration 66Q: 3 clusters Score -591272.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -591278.875000 Penalty: 4182.199219
	Iteration 67Q: 3 clusters Score -591278.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -591289.875000 Penalty: 4182.199219
	Iteration 68Q: 3 clusters Score -591289.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -591296.187500 Penalty: 4182.199219
	Iteration 69Q: 3 clusters Score -591296.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -591304.000000 Penalty: 4182.199219
	Iteration 70Q: 3 clusters Score -591304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -591307.187500 Penalty: 4182.199219
	Iteration 71Q: 3 clusters Score -591307.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -591312.062500 Penalty: 4182.199219
	Iteration 72Q: 3 clusters Score -591312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -591313.187500 Penalty: 4182.199219
	Iteration 73Q: 3 clusters Score -591313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -591314.875000 Penalty: 4182.199219
	Iteration 74Q: 3 clusters Score -591314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -591317.875000 Penalty: 4182.199219
	Iteration 75Q: 3 clusters Score -591317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -591321.125000 Penalty: 4182.199219
	Iteration 76Q: 3 clusters Score -591321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -591324.812500 Penalty: 4182.199219
	Iteration 77Q: 3 clusters Score -591324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -591327.687500 Penalty: 4182.199219
	Iteration 78Q: 3 clusters Score -591327.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -591330.375000 Penalty: 4182.199219
	Iteration 79Q: 3 clusters Score -591330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -591335.125000 Penalty: 4182.199219
	Iteration 80F: 3 clusters Score -591335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -591338.187500 Penalty: 4182.199219
	Iteration 81Q: 3 clusters Score -591338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -591339.125000 Penalty: 4182.199219
	Iteration 82Q: 3 clusters Score -591339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -591339.562500 Penalty: 4182.199219
	Iteration 83Q: 3 clusters Score -591339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -591341.312500 Penalty: 4182.199219
	Iteration 84Q: 3 clusters Score -591341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -591341.000000 Penalty: 4182.199219
	Iteration 85Q: 3 clusters Score -591341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -591340.500000 Penalty: 4182.199219
	Iteration 86Q: 3 clusters Score -591340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -591342.937500 Penalty: 4182.199219
	Iteration 87Q: 3 clusters Score -591342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -591345.187500 Penalty: 4182.199219
	Iteration 88Q: 3 clusters Score -591345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -591347.125000 Penalty: 4182.199219
	Iteration 89Q: 3 clusters Score -591347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -591349.937500 Penalty: 4182.199219
	Iteration 90Q: 3 clusters Score -591349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -591351.125000 Penalty: 4182.199219
	Iteration 91Q: 3 clusters Score -591351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -591353.375000 Penalty: 4182.199219
	Iteration 92Q: 3 clusters Score -591353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -591355.687500 Penalty: 4182.199219
	Iteration 93Q: 3 clusters Score -591355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -591356.687500 Penalty: 4182.199219
	Iteration 94Q: 3 clusters Score -591356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -591359.312500 Penalty: 4182.199219
	Iteration 95Q: 3 clusters Score -591359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -591361.500000 Penalty: 4182.199219
	Iteration 96Q: 3 clusters Score -591361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -591361.375000 Penalty: 4182.199219
	Iteration 97Q: 3 clusters Score -591361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -591364.312500 Penalty: 4182.199219
	Iteration 98Q: 3 clusters Score -591364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -591367.312500 Penalty: 4182.199219
	Iteration 99Q: 3 clusters Score -591367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -591371.250000 Penalty: 4182.199219
	Iteration 100F: 3 clusters Score -591371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -591379.875000 Penalty: 4182.199219
	Iteration 101Q: 3 clusters Score -591379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -591387.375000 Penalty: 4182.199219
	Iteration 102Q: 3 clusters Score -591387.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -591398.812500 Penalty: 4182.199219
	Iteration 103Q: 3 clusters Score -591398.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -591406.812500 Penalty: 4182.199219
	Iteration 104Q: 3 clusters Score -591406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -591415.500000 Penalty: 4182.199219
	Iteration 105Q: 3 clusters Score -591415.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -591424.312500 Penalty: 4182.199219
	Iteration 106Q: 3 clusters Score -591424.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -591430.375000 Penalty: 4182.199219
	Iteration 107Q: 3 clusters Score -591430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -591435.812500 Penalty: 4182.199219
	Iteration 108Q: 3 clusters Score -591435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -591440.125000 Penalty: 4182.199219
	Iteration 109Q: 3 clusters Score -591440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -591445.625000 Penalty: 4182.199219
	Iteration 110Q: 3 clusters Score -591445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -591449.187500 Penalty: 4182.199219
	Iteration 111Q: 3 clusters Score -591449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -591456.812500 Penalty: 4182.199219
	Iteration 112Q: 3 clusters Score -591456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -591462.000000 Penalty: 4182.199219
	Iteration 113Q: 3 clusters Score -591462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -591467.187500 Penalty: 4182.199219
	Iteration 114Q: 3 clusters Score -591467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -591471.937500 Penalty: 4182.199219
	Iteration 115Q: 3 clusters Score -591471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -591476.937500 Penalty: 4182.199219
	Iteration 116Q: 3 clusters Score -591476.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -591481.937500 Penalty: 4182.199219
	Iteration 117Q: 3 clusters Score -591481.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -591487.312500 Penalty: 4182.199219
	Iteration 118Q: 3 clusters Score -591487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -591489.437500 Penalty: 4182.199219
	Iteration 119Q: 3 clusters Score -591489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -591492.500000 Penalty: 4182.199219
	Iteration 120F: 3 clusters Score -591492.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -591497.937500 Penalty: 4182.199219
	Iteration 121Q: 3 clusters Score -591497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -591500.750000 Penalty: 4182.199219
	Iteration 122Q: 3 clusters Score -591500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -591503.750000 Penalty: 4182.199219
	Iteration 123Q: 3 clusters Score -591503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -591503.687500 Penalty: 4182.199219
	Iteration 124Q: 3 clusters Score -591503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -591503.687500 Penalty: 4182.199219
	Iteration 125F: 3 clusters Score -591503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -297904.468750 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -297904.5 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 1173 members 
Entering Unmasked Estep 
Score: -295084.656250 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -295084.7 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295654.500000 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -295654.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -295752.718750 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -295752.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -295807.906250 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -295807.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -295841.656250 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -295841.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295868.437500 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -295868.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -295896.093750 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -295896.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -295915.437500 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -295915.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -295933.531250 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -295933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -295949.093750 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -295949.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -295967.593750 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -295967.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -295984.531250 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -295984.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296007.406250 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296007.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -296028.312500 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296028.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296049.468750 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296049.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296069.312500 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296069.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296084.781250 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296093.250000 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296103.281250 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296103.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -296111.750000 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296111.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296119.687500 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296119.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296125.250000 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -296125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296133.531250 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -296133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296139.968750 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -296140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296145.781250 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -296145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -296150.031250 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -296150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -296152.968750 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -296153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296159.125000 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -296159.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -296163.781250 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -296163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296165.531250 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -296165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -296168.531250 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -296168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -296172.937500 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -296172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -296179.937500 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -296179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -296186.250000 Penalty: 3857.161377
	Iteration 33Q: 3 clusters Score -296186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -296192.125000 Penalty: 3857.161377
	Iteration 34Q: 3 clusters Score -296192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296195.406250 Penalty: 3857.161377
	Iteration 35Q: 3 clusters Score -296195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -296196.500000 Penalty: 3857.161377
	Iteration 36Q: 3 clusters Score -296196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -296199.687500 Penalty: 3857.161377
	Iteration 37Q: 3 clusters Score -296199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -296202.500000 Penalty: 3857.161377
	Iteration 38Q: 3 clusters Score -296202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -296207.250000 Penalty: 3857.161377
	Iteration 39Q: 3 clusters Score -296207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -296209.875000 Penalty: 3857.161377
	Iteration 40F: 3 clusters Score -296209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -296211.437500 Penalty: 3857.161377
	Iteration 41Q: 3 clusters Score -296211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -296213.656250 Penalty: 3857.161377
	Iteration 42Q: 3 clusters Score -296213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -296214.656250 Penalty: 3857.161377
	Iteration 43Q: 3 clusters Score -296214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -296216.093750 Penalty: 3857.161377
	Iteration 44Q: 3 clusters Score -296216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -296218.500000 Penalty: 3857.161377
	Iteration 45Q: 3 clusters Score -296218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296220.187500 Penalty: 3857.161377
	Iteration 46Q: 3 clusters Score -296220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -296223.968750 Penalty: 3857.161377
	Iteration 47Q: 3 clusters Score -296224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -296227.625000 Penalty: 3857.161377
	Iteration 48Q: 3 clusters Score -296227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296230.000000 Penalty: 3857.161377
	Iteration 49Q: 3 clusters Score -296230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296234.531250 Penalty: 3857.161377
	Iteration 50Q: 3 clusters Score -296234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -296238.000000 Penalty: 3857.161377
	Iteration 51Q: 3 clusters Score -296238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -296238.625000 Penalty: 3857.161377
	Iteration 52Q: 3 clusters Score -296238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -296238.625000 Penalty: 3857.161377
	Iteration 53F: 3 clusters Score -296238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -988654.000000 Penalty: 2219.410156
	Iteration 0F: 2 clusters Score -988654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -982386.500000 Penalty: 4438.820312
	Iteration 0F: 3 clusters Score -982386.5 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -984164.687500 Penalty: 4438.820312
	Iteration 1F: 3 clusters Score -984164.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -984687.875000 Penalty: 4438.820312
	Iteration 2F: 3 clusters Score -984687.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -985257.937500 Penalty: 4438.820312
	Iteration 3F: 3 clusters Score -985257.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -985820.625000 Penalty: 4438.820312
	Iteration 4F: 3 clusters Score -985820.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -986494.312500 Penalty: 4438.820312
	Iteration 5F: 3 clusters Score -986494.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -987067.000000 Penalty: 4438.820312
	Iteration 6F: 3 clusters Score -987067 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -987444.937500 Penalty: 4438.820312
	Iteration 7Q: 3 clusters Score -987444.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -987701.875000 Penalty: 4438.820312
	Iteration 8Q: 3 clusters Score -987701.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -987826.750000 Penalty: 4438.820312
	Iteration 9Q: 3 clusters Score -987826.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -987885.000000 Penalty: 4438.820312
	Iteration 10Q: 3 clusters Score -987885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -987916.187500 Penalty: 4438.820312
	Iteration 11Q: 3 clusters Score -987916.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -987937.875000 Penalty: 4438.820312
	Iteration 12Q: 3 clusters Score -987937.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -987957.250000 Penalty: 4438.820312
	Iteration 13Q: 3 clusters Score -987957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -987972.750000 Penalty: 4438.820312
	Iteration 14Q: 3 clusters Score -987972.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -987991.062500 Penalty: 4438.820312
	Iteration 15Q: 3 clusters Score -987991.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -988007.250000 Penalty: 4438.820312
	Iteration 16Q: 3 clusters Score -988007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -988026.500000 Penalty: 4438.820312
	Iteration 17Q: 3 clusters Score -988026.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -988049.500000 Penalty: 4438.820312
	Iteration 18Q: 3 clusters Score -988049.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -988060.500000 Penalty: 4438.820312
	Iteration 19Q: 3 clusters Score -988060.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -988066.375000 Penalty: 4438.820312
	Iteration 20F: 3 clusters Score -988066.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -988072.437500 Penalty: 4438.820312
	Iteration 21Q: 3 clusters Score -988072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -988076.750000 Penalty: 4438.820312
	Iteration 22Q: 3 clusters Score -988076.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -988082.562500 Penalty: 4438.820312
	Iteration 23Q: 3 clusters Score -988082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -988087.562500 Penalty: 4438.820312
	Iteration 24Q: 3 clusters Score -988087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -988090.875000 Penalty: 4438.820312
	Iteration 25Q: 3 clusters Score -988090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -988094.000000 Penalty: 4438.820312
	Iteration 26Q: 3 clusters Score -988094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -988097.500000 Penalty: 4438.820312
	Iteration 27Q: 3 clusters Score -988097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -988099.625000 Penalty: 4438.820312
	Iteration 28Q: 3 clusters Score -988099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -988102.437500 Penalty: 4438.820312
	Iteration 29Q: 3 clusters Score -988102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -988104.125000 Penalty: 4438.820312
	Iteration 30Q: 3 clusters Score -988104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -988105.937500 Penalty: 4438.820312
	Iteration 31Q: 3 clusters Score -988105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -988107.250000 Penalty: 4438.820312
	Iteration 32Q: 3 clusters Score -988107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -988108.625000 Penalty: 4438.820312
	Iteration 33Q: 3 clusters Score -988108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -988108.687500 Penalty: 4438.820312
	Iteration 34Q: 3 clusters Score -988108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -988110.625000 Penalty: 4438.820312
	Iteration 35Q: 3 clusters Score -988110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -988110.000000 Penalty: 4438.820312
	Iteration 36Q: 3 clusters Score -988110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -988109.250000 Penalty: 4438.820312
	Iteration 37Q: 3 clusters Score -988109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -988109.250000 Penalty: 4438.820312
	Iteration 38F: 3 clusters Score -988109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Entering Unmasked Estep 
Score: -21513536.000000 Penalty: 2978.274170
	Iteration 0F: 2 clusters Score -2.151354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -21403598.000000 Penalty: 5956.548340
	Iteration 0F: 3 clusters Score -2.14036e+07 nChanged 78661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -21450100.000000 Penalty: 5956.548340
	Iteration 1F: 3 clusters Score -2.14501e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -21452684.000000 Penalty: 5956.548340
	Iteration 2Q: 3 clusters Score -2.145268e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -21457086.000000 Penalty: 5956.548340
	Iteration 3F: 3 clusters Score -2.145709e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -21464480.000000 Penalty: 5956.548340
	Iteration 4F: 3 clusters Score -2.146448e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -21476974.000000 Penalty: 5956.548340
	Iteration 5F: 3 clusters Score -2.147697e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -21492336.000000 Penalty: 5956.548340
	Iteration 6F: 3 clusters Score -2.149234e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -21504132.000000 Penalty: 5956.548340
	Iteration 7F: 3 clusters Score -2.150413e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -21508944.000000 Penalty: 5956.548340
	Iteration 8Q: 3 clusters Score -2.150894e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -21510294.000000 Penalty: 5956.548340
	Iteration 9Q: 3 clusters Score -2.151029e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -21510686.000000 Penalty: 5956.548340
	Iteration 10Q: 3 clusters Score -2.151069e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 163944 members 
Entering Unmasked Estep 
Score: -21510816.000000 Penalty: 5956.548340
	Iteration 11Q: 3 clusters Score -2.151082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -21510864.000000 Penalty: 5956.548340
	Iteration 12Q: 3 clusters Score -2.151086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -21510892.000000 Penalty: 5956.548340
	Iteration 13Q: 3 clusters Score -2.151089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163978 members 
Entering Unmasked Estep 
Score: -21510926.000000 Penalty: 5956.548340
	Iteration 14Q: 3 clusters Score -2.151093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -21510932.000000 Penalty: 5956.548340
	Iteration 15Q: 3 clusters Score -2.151093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -21510938.000000 Penalty: 5956.548340
	Iteration 16Q: 3 clusters Score -2.151094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -21510938.000000 Penalty: 5956.548340
	Iteration 17F: 3 clusters Score -2.151094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1783043.000000 Penalty: 2378.830566
	Iteration 0F: 2 clusters Score -1783043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1772440.125000 Penalty: 4757.661133
	Iteration 0F: 3 clusters Score -1772440 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1775916.000000 Penalty: 4757.661133
	Iteration 1F: 3 clusters Score -1775916 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1776583.000000 Penalty: 4757.661133
	Iteration 2F: 3 clusters Score -1776583 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1777377.000000 Penalty: 4757.661133
	Iteration 3F: 3 clusters Score -1777377 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1778401.500000 Penalty: 4757.661133
	Iteration 4F: 3 clusters Score -1778402 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1779514.125000 Penalty: 4757.661133
	Iteration 5F: 3 clusters Score -1779514 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1780370.125000 Penalty: 4757.661133
	Iteration 6F: 3 clusters Score -1780370 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1780901.375000 Penalty: 4757.661133
	Iteration 7F: 3 clusters Score -1780901 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1781185.125000 Penalty: 4757.661133
	Iteration 8Q: 3 clusters Score -1781185 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1781352.875000 Penalty: 4757.661133
	Iteration 9Q: 3 clusters Score -1781353 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1781449.375000 Penalty: 4757.661133
	Iteration 10Q: 3 clusters Score -1781449 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1781494.125000 Penalty: 4757.661133
	Iteration 11Q: 3 clusters Score -1781494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1781527.750000 Penalty: 4757.661133
	Iteration 12Q: 3 clusters Score -1781528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1781563.500000 Penalty: 4757.661133
	Iteration 13Q: 3 clusters Score -1781564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1781593.125000 Penalty: 4757.661133
	Iteration 14Q: 3 clusters Score -1781593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1781612.500000 Penalty: 4757.661133
	Iteration 15Q: 3 clusters Score -1781612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1781623.875000 Penalty: 4757.661133
	Iteration 16Q: 3 clusters Score -1781624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1781641.250000 Penalty: 4757.661133
	Iteration 17Q: 3 clusters Score -1781641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1781655.750000 Penalty: 4757.661133
	Iteration 18Q: 3 clusters Score -1781656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1781666.750000 Penalty: 4757.661133
	Iteration 19Q: 3 clusters Score -1781667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1781674.125000 Penalty: 4757.661133
	Iteration 20F: 3 clusters Score -1781674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1781680.125000 Penalty: 4757.661133
	Iteration 21Q: 3 clusters Score -1781680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1781696.750000 Penalty: 4757.661133
	Iteration 22Q: 3 clusters Score -1781697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1781701.000000 Penalty: 4757.661133
	Iteration 23Q: 3 clusters Score -1781701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1781704.250000 Penalty: 4757.661133
	Iteration 24Q: 3 clusters Score -1781704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1781715.375000 Penalty: 4757.661133
	Iteration 25Q: 3 clusters Score -1781715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1781717.625000 Penalty: 4757.661133
	Iteration 26Q: 3 clusters Score -1781718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1781722.625000 Penalty: 4757.661133
	Iteration 27Q: 3 clusters Score -1781723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1781731.125000 Penalty: 4757.661133
	Iteration 28Q: 3 clusters Score -1781731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1781731.500000 Penalty: 4757.661133
	Iteration 29Q: 3 clusters Score -1781732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1781731.625000 Penalty: 4757.661133
	Iteration 30Q: 3 clusters Score -1781732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1781739.750000 Penalty: 4757.661133
	Iteration 31Q: 3 clusters Score -1781740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1781740.125000 Penalty: 4757.661133
	Iteration 32Q: 3 clusters Score -1781740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1781734.750000 Penalty: 4757.661133
	Iteration 33Q: 3 clusters Score -1781735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1781741.250000 Penalty: 4757.661133
	Iteration 34Q: 3 clusters Score -1781741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1781740.750000 Penalty: 4757.661133
	Iteration 35Q: 3 clusters Score -1781741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1781739.750000 Penalty: 4757.661133
	Iteration 36Q: 3 clusters Score -1781740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1781745.625000 Penalty: 4757.661133
	Iteration 37Q: 3 clusters Score -1781746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1781746.750000 Penalty: 4757.661133
	Iteration 38Q: 3 clusters Score -1781747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1781749.250000 Penalty: 4757.661133
	Iteration 39Q: 3 clusters Score -1781749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1781749.625000 Penalty: 4757.661133
	Iteration 40F: 3 clusters Score -1781750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1781751.750000 Penalty: 4757.661133
	Iteration 41Q: 3 clusters Score -1781752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1781753.625000 Penalty: 4757.661133
	Iteration 42Q: 3 clusters Score -1781754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1781753.500000 Penalty: 4757.661133
	Iteration 43Q: 3 clusters Score -1781754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1781753.375000 Penalty: 4757.661133
	Iteration 44Q: 3 clusters Score -1781753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1781757.625000 Penalty: 4757.661133
	Iteration 45Q: 3 clusters Score -1781758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1781755.250000 Penalty: 4757.661133
	Iteration 46Q: 3 clusters Score -1781755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1781758.375000 Penalty: 4757.661133
	Iteration 47Q: 3 clusters Score -1781758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1781756.625000 Penalty: 4757.661133
	Iteration 48Q: 3 clusters Score -1781757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1781760.875000 Penalty: 4757.661133
	Iteration 49Q: 3 clusters Score -1781761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1781759.250000 Penalty: 4757.661133
	Iteration 50Q: 3 clusters Score -1781759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1781755.875000 Penalty: 4757.661133
	Iteration 51Q: 3 clusters Score -1781756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1781757.250000 Penalty: 4757.661133
	Iteration 52Q: 3 clusters Score -1781757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1781756.250000 Penalty: 4757.661133
	Iteration 53Q: 3 clusters Score -1781756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1781758.625000 Penalty: 4757.661133
	Iteration 54Q: 3 clusters Score -1781759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1781758.625000 Penalty: 4757.661133
	Iteration 55F: 3 clusters Score -1781759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Entering Unmasked Estep 
Score: -10856744.000000 Penalty: 2810.303955
	Iteration 0F: 2 clusters Score -1.085674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -10800876.000000 Penalty: 5620.607910
	Iteration 0F: 3 clusters Score -1.080088e+07 nChanged 39334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -10823209.000000 Penalty: 5620.607910
	Iteration 1F: 3 clusters Score -1.082321e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -10824042.000000 Penalty: 5620.607910
	Iteration 2Q: 3 clusters Score -1.082404e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -10825044.000000 Penalty: 5620.607910
	Iteration 3Q: 3 clusters Score -1.082504e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -10826332.000000 Penalty: 5620.607910
	Iteration 4Q: 3 clusters Score -1.082633e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -10828028.000000 Penalty: 5620.607910
	Iteration 5Q: 3 clusters Score -1.082803e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -10830555.000000 Penalty: 5620.607910
	Iteration 6F: 3 clusters Score -1.083056e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -10833921.000000 Penalty: 5620.607910
	Iteration 7F: 3 clusters Score -1.083392e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -10838387.000000 Penalty: 5620.607910
	Iteration 8F: 3 clusters Score -1.083839e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -10842684.000000 Penalty: 5620.607910
	Iteration 9F: 3 clusters Score -1.084268e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -10846590.000000 Penalty: 5620.607910
	Iteration 10F: 3 clusters Score -1.084659e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -10849609.000000 Penalty: 5620.607910
	Iteration 11Q: 3 clusters Score -1.084961e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -10851519.000000 Penalty: 5620.607910
	Iteration 12Q: 3 clusters Score -1.085152e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -10852689.000000 Penalty: 5620.607910
	Iteration 13Q: 3 clusters Score -1.085269e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -10853346.000000 Penalty: 5620.607910
	Iteration 14Q: 3 clusters Score -1.085335e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -10853818.000000 Penalty: 5620.607910
	Iteration 15Q: 3 clusters Score -1.085382e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -10854075.000000 Penalty: 5620.607910
	Iteration 16Q: 3 clusters Score -1.085408e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -10854215.000000 Penalty: 5620.607910
	Iteration 17Q: 3 clusters Score -1.085422e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -10854334.000000 Penalty: 5620.607910
	Iteration 18Q: 3 clusters Score -1.085433e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -10854412.000000 Penalty: 5620.607910
	Iteration 19Q: 3 clusters Score -1.085441e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -10854506.000000 Penalty: 5620.607910
	Iteration 20F: 3 clusters Score -1.085451e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -10854532.000000 Penalty: 5620.607910
	Iteration 21Q: 3 clusters Score -1.085453e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -10854555.000000 Penalty: 5620.607910
	Iteration 22Q: 3 clusters Score -1.085456e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -10854602.000000 Penalty: 5620.607910
	Iteration 23Q: 3 clusters Score -1.08546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -10854598.000000 Penalty: 5620.607910
	Iteration 24Q: 3 clusters Score -1.08546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -10854618.000000 Penalty: 5620.607910
	Iteration 25Q: 3 clusters Score -1.085462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -10854625.000000 Penalty: 5620.607910
	Iteration 26Q: 3 clusters Score -1.085462e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -10854626.000000 Penalty: 5620.607910
	Iteration 27Q: 3 clusters Score -1.085463e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -10854648.000000 Penalty: 5620.607910
	Iteration 28Q: 3 clusters Score -1.085465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -10854678.000000 Penalty: 5620.607910
	Iteration 29Q: 3 clusters Score -1.085468e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -10854688.000000 Penalty: 5620.607910
	Iteration 30Q: 3 clusters Score -1.085469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -10854701.000000 Penalty: 5620.607910
	Iteration 31Q: 3 clusters Score -1.08547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -10854725.000000 Penalty: 5620.607910
	Iteration 32Q: 3 clusters Score -1.085472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -10854722.000000 Penalty: 5620.607910
	Iteration 33Q: 3 clusters Score -1.085472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -10854720.000000 Penalty: 5620.607910
	Iteration 34Q: 3 clusters Score -1.085472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -10854715.000000 Penalty: 5620.607910
	Iteration 35Q: 3 clusters Score -1.085472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -10854721.000000 Penalty: 5620.607910
	Iteration 36Q: 3 clusters Score -1.085472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -10854726.000000 Penalty: 5620.607910
	Iteration 37Q: 3 clusters Score -1.085473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -10854727.000000 Penalty: 5620.607910
	Iteration 38Q: 3 clusters Score -1.085473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -10854733.000000 Penalty: 5620.607910
	Iteration 39Q: 3 clusters Score -1.085473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -10854737.000000 Penalty: 5620.607910
	Iteration 40F: 3 clusters Score -1.085474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -10854749.000000 Penalty: 5620.607910
	Iteration 41Q: 3 clusters Score -1.085475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -10854745.000000 Penalty: 5620.607910
	Iteration 42Q: 3 clusters Score -1.085474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -10854746.000000 Penalty: 5620.607910
	Iteration 43Q: 3 clusters Score -1.085475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10854763.000000 Penalty: 5620.607910
	Iteration 44Q: 3 clusters Score -1.085476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -10854772.000000 Penalty: 5620.607910
	Iteration 45Q: 3 clusters Score -1.085477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -10854771.000000 Penalty: 5620.607910
	Iteration 46Q: 3 clusters Score -1.085477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -10854779.000000 Penalty: 5620.607910
	Iteration 47Q: 3 clusters Score -1.085478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -10854782.000000 Penalty: 5620.607910
	Iteration 48Q: 3 clusters Score -1.085478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -10854778.000000 Penalty: 5620.607910
	Iteration 49Q: 3 clusters Score -1.085478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10854783.000000 Penalty: 5620.607910
	Iteration 50Q: 3 clusters Score -1.085478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -10854791.000000 Penalty: 5620.607910
	Iteration 51Q: 3 clusters Score -1.085479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -10854793.000000 Penalty: 5620.607910
	Iteration 52Q: 3 clusters Score -1.085479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -10854793.000000 Penalty: 5620.607910
	Iteration 53F: 3 clusters Score -1.085479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Entering Unmasked Estep 
Score: -2333268.500000 Penalty: 2447.074951
	Iteration 0F: 2 clusters Score -2333268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2319620.750000 Penalty: 4894.149902
	Iteration 0F: 3 clusters Score -2319621 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2324496.000000 Penalty: 4894.149902
	Iteration 1F: 3 clusters Score -2324496 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2325257.750000 Penalty: 4894.149902
	Iteration 2F: 3 clusters Score -2325258 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2326153.500000 Penalty: 4894.149902
	Iteration 3F: 3 clusters Score -2326154 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2327226.750000 Penalty: 4894.149902
	Iteration 4F: 3 clusters Score -2327227 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2328420.000000 Penalty: 4894.149902
	Iteration 5F: 3 clusters Score -2328420 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2329456.250000 Penalty: 4894.149902
	Iteration 6F: 3 clusters Score -2329456 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2330188.750000 Penalty: 4894.149902
	Iteration 7F: 3 clusters Score -2330189 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2330591.500000 Penalty: 4894.149902
	Iteration 8Q: 3 clusters Score -2330592 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2330798.750000 Penalty: 4894.149902
	Iteration 9Q: 3 clusters Score -2330799 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2330951.000000 Penalty: 4894.149902
	Iteration 10Q: 3 clusters Score -2330951 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2331019.750000 Penalty: 4894.149902
	Iteration 11Q: 3 clusters Score -2331020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2331085.500000 Penalty: 4894.149902
	Iteration 12Q: 3 clusters Score -2331086 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2331121.500000 Penalty: 4894.149902
	Iteration 13Q: 3 clusters Score -2331122 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2331176.250000 Penalty: 4894.149902
	Iteration 14Q: 3 clusters Score -2331176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2331203.500000 Penalty: 4894.149902
	Iteration 15Q: 3 clusters Score -2331204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2331213.500000 Penalty: 4894.149902
	Iteration 16Q: 3 clusters Score -2331214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2331225.000000 Penalty: 4894.149902
	Iteration 17Q: 3 clusters Score -2331225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2331225.750000 Penalty: 4894.149902
	Iteration 18Q: 3 clusters Score -2331226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2331246.750000 Penalty: 4894.149902
	Iteration 19Q: 3 clusters Score -2331247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2331245.750000 Penalty: 4894.149902
	Iteration 20F: 3 clusters Score -2331246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2331251.250000 Penalty: 4894.149902
	Iteration 21Q: 3 clusters Score -2331251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2331264.750000 Penalty: 4894.149902
	Iteration 22Q: 3 clusters Score -2331265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2331264.750000 Penalty: 4894.149902
	Iteration 23Q: 3 clusters Score -2331265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2331276.500000 Penalty: 4894.149902
	Iteration 24Q: 3 clusters Score -2331276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2331270.750000 Penalty: 4894.149902
	Iteration 25Q: 3 clusters Score -2331271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2331266.750000 Penalty: 4894.149902
	Iteration 26Q: 3 clusters Score -2331267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2331271.250000 Penalty: 4894.149902
	Iteration 27Q: 3 clusters Score -2331271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2331271.750000 Penalty: 4894.149902
	Iteration 28Q: 3 clusters Score -2331272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2331272.750000 Penalty: 4894.149902
	Iteration 29Q: 3 clusters Score -2331273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2331274.000000 Penalty: 4894.149902
	Iteration 30Q: 3 clusters Score -2331274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2331275.250000 Penalty: 4894.149902
	Iteration 31Q: 3 clusters Score -2331275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2331272.250000 Penalty: 4894.149902
	Iteration 32Q: 3 clusters Score -2331272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2331285.750000 Penalty: 4894.149902
	Iteration 33Q: 3 clusters Score -2331286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2331282.750000 Penalty: 4894.149902
	Iteration 34Q: 3 clusters Score -2331283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2331294.500000 Penalty: 4894.149902
	Iteration 35Q: 3 clusters Score -2331294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2331301.750000 Penalty: 4894.149902
	Iteration 36Q: 3 clusters Score -2331302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2331300.250000 Penalty: 4894.149902
	Iteration 37Q: 3 clusters Score -2331300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2331297.750000 Penalty: 4894.149902
	Iteration 38Q: 3 clusters Score -2331298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2331299.750000 Penalty: 4894.149902
	Iteration 39Q: 3 clusters Score -2331300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2331296.750000 Penalty: 4894.149902
	Iteration 40F: 3 clusters Score -2331297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2331297.000000 Penalty: 4894.149902
	Iteration 41Q: 3 clusters Score -2331297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2331299.000000 Penalty: 4894.149902
	Iteration 42Q: 3 clusters Score -2331299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2331300.500000 Penalty: 4894.149902
	Iteration 43Q: 3 clusters Score -2331300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2331297.500000 Penalty: 4894.149902
	Iteration 44Q: 3 clusters Score -2331298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2331301.250000 Penalty: 4894.149902
	Iteration 45Q: 3 clusters Score -2331301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2331298.250000 Penalty: 4894.149902
	Iteration 46Q: 3 clusters Score -2331298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2331301.500000 Penalty: 4894.149902
	Iteration 47Q: 3 clusters Score -2331302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2331308.750000 Penalty: 4894.149902
	Iteration 48Q: 3 clusters Score -2331309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2331305.500000 Penalty: 4894.149902
	Iteration 49Q: 3 clusters Score -2331306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2331304.750000 Penalty: 4894.149902
	Iteration 50Q: 3 clusters Score -2331305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2331304.500000 Penalty: 4894.149902
	Iteration 51Q: 3 clusters Score -2331304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2331308.500000 Penalty: 4894.149902
	Iteration 52Q: 3 clusters Score -2331308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2331311.250000 Penalty: 4894.149902
	Iteration 53Q: 3 clusters Score -2331311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2331310.250000 Penalty: 4894.149902
	Iteration 54Q: 3 clusters Score -2331310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2331314.250000 Penalty: 4894.149902
	Iteration 55Q: 3 clusters Score -2331314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2331314.000000 Penalty: 4894.149902
	Iteration 56Q: 3 clusters Score -2331314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2331312.750000 Penalty: 4894.149902
	Iteration 57Q: 3 clusters Score -2331313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2331315.000000 Penalty: 4894.149902
	Iteration 58Q: 3 clusters Score -2331315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2331314.000000 Penalty: 4894.149902
	Iteration 59Q: 3 clusters Score -2331314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2331311.500000 Penalty: 4894.149902
	Iteration 60F: 3 clusters Score -2331312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2331310.750000 Penalty: 4894.149902
	Iteration 61Q: 3 clusters Score -2331311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2331310.500000 Penalty: 4894.149902
	Iteration 62Q: 3 clusters Score -2331310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2331309.000000 Penalty: 4894.149902
	Iteration 63Q: 3 clusters Score -2331309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2331309.500000 Penalty: 4894.149902
	Iteration 64Q: 3 clusters Score -2331310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2331307.250000 Penalty: 4894.149902
	Iteration 65Q: 3 clusters Score -2331307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2331307.500000 Penalty: 4894.149902
	Iteration 66Q: 3 clusters Score -2331308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2331310.750000 Penalty: 4894.149902
	Iteration 67Q: 3 clusters Score -2331311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2331308.500000 Penalty: 4894.149902
	Iteration 68Q: 3 clusters Score -2331308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2331306.750000 Penalty: 4894.149902
	Iteration 69Q: 3 clusters Score -2331307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2331308.750000 Penalty: 4894.149902
	Iteration 70Q: 3 clusters Score -2331309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2331309.500000 Penalty: 4894.149902
	Iteration 71Q: 3 clusters Score -2331310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2331306.250000 Penalty: 4894.149902
	Iteration 72Q: 3 clusters Score -2331306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2331307.750000 Penalty: 4894.149902
	Iteration 73Q: 3 clusters Score -2331308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2331307.750000 Penalty: 4894.149902
	Iteration 74F: 3 clusters Score -2331308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1230301.250000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1230301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1223084.750000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1223085 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1225218.375000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1225218 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1225622.625000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1225623 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1225943.625000 Penalty: 4535.841309
	Iteration 3F: 3 clusters Score -1225944 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1226242.750000 Penalty: 4535.841309
	Iteration 4Q: 3 clusters Score -1226243 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1226527.750000 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -1226528 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1226777.625000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -1226778 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1227026.125000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1227026 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1227237.500000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1227238 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1227427.875000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1227428 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1227591.375000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1227591 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1227776.875000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1227777 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1227934.125000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1227934 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1228059.375000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1228059 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1228166.500000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1228166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1228268.375000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1228268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1228361.000000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1228361 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1228428.875000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1228429 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1228477.500000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1228478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1228516.625000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1228517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1228548.250000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1228548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1228575.750000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1228576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1228597.000000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1228597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1228614.500000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1228614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1228633.500000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1228634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1228649.000000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1228649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1228658.375000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1228658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1228664.875000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1228665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1228681.000000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1228681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1228693.125000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1228693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1228702.125000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1228702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1228717.125000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1228717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1228721.125000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1228721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1228729.000000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1228729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1228732.625000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1228733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1228741.375000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1228741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1228747.875000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1228748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1228750.500000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1228750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1228753.500000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1228754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1228756.000000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1228756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1228756.250000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1228756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1228759.375000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1228759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1228759.000000 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1228759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1228759.375000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1228759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1228760.625000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1228761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1228761.250000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1228761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1228762.625000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1228763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1228760.875000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -1228761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1228766.000000 Penalty: 4535.841309
	Iteration 48Q: 3 clusters Score -1228766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1228767.250000 Penalty: 4535.841309
	Iteration 49Q: 3 clusters Score -1228767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1228768.625000 Penalty: 4535.841309
	Iteration 50Q: 3 clusters Score -1228769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1228766.875000 Penalty: 4535.841309
	Iteration 51Q: 3 clusters Score -1228767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1228774.250000 Penalty: 4535.841309
	Iteration 52Q: 3 clusters Score -1228774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1228775.750000 Penalty: 4535.841309
	Iteration 53Q: 3 clusters Score -1228776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1228775.750000 Penalty: 4535.841309
	Iteration 54Q: 3 clusters Score -1228776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1228774.375000 Penalty: 4535.841309
	Iteration 55Q: 3 clusters Score -1228774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1228780.750000 Penalty: 4535.841309
	Iteration 56Q: 3 clusters Score -1228781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1228778.500000 Penalty: 4535.841309
	Iteration 57Q: 3 clusters Score -1228778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1228782.250000 Penalty: 4535.841309
	Iteration 58Q: 3 clusters Score -1228782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1228785.500000 Penalty: 4535.841309
	Iteration 59Q: 3 clusters Score -1228786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1228784.500000 Penalty: 4535.841309
	Iteration 60F: 3 clusters Score -1228784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1228787.875000 Penalty: 4535.841309
	Iteration 61Q: 3 clusters Score -1228788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1228788.375000 Penalty: 4535.841309
	Iteration 62Q: 3 clusters Score -1228788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1228791.375000 Penalty: 4535.841309
	Iteration 63Q: 3 clusters Score -1228791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1228793.750000 Penalty: 4535.841309
	Iteration 64Q: 3 clusters Score -1228794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1228794.375000 Penalty: 4535.841309
	Iteration 65Q: 3 clusters Score -1228794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1228791.625000 Penalty: 4535.841309
	Iteration 66Q: 3 clusters Score -1228792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1228795.625000 Penalty: 4535.841309
	Iteration 67Q: 3 clusters Score -1228796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1228794.000000 Penalty: 4535.841309
	Iteration 68Q: 3 clusters Score -1228794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1228793.500000 Penalty: 4535.841309
	Iteration 69Q: 3 clusters Score -1228794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1228794.625000 Penalty: 4535.841309
	Iteration 70Q: 3 clusters Score -1228795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1228794.500000 Penalty: 4535.841309
	Iteration 71Q: 3 clusters Score -1228794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1228797.000000 Penalty: 4535.841309
	Iteration 72Q: 3 clusters Score -1228797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1228798.000000 Penalty: 4535.841309
	Iteration 73Q: 3 clusters Score -1228798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1228798.000000 Penalty: 4535.841309
	Iteration 74Q: 3 clusters Score -1228798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1228798.750000 Penalty: 4535.841309
	Iteration 75Q: 3 clusters Score -1228799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1228797.750000 Penalty: 4535.841309
	Iteration 76Q: 3 clusters Score -1228798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1228797.000000 Penalty: 4535.841309
	Iteration 77Q: 3 clusters Score -1228797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1228799.625000 Penalty: 4535.841309
	Iteration 78Q: 3 clusters Score -1228800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1228798.500000 Penalty: 4535.841309
	Iteration 79Q: 3 clusters Score -1228798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1228805.375000 Penalty: 4535.841309
	Iteration 80F: 3 clusters Score -1228805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1228803.500000 Penalty: 4535.841309
	Iteration 81Q: 3 clusters Score -1228804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1228803.375000 Penalty: 4535.841309
	Iteration 82Q: 3 clusters Score -1228803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1228801.125000 Penalty: 4535.841309
	Iteration 83Q: 3 clusters Score -1228801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1228803.500000 Penalty: 4535.841309
	Iteration 84Q: 3 clusters Score -1228804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1228805.250000 Penalty: 4535.841309
	Iteration 85Q: 3 clusters Score -1228805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1228805.000000 Penalty: 4535.841309
	Iteration 86Q: 3 clusters Score -1228805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1228805.000000 Penalty: 4535.841309
	Iteration 87F: 3 clusters Score -1228805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Entering Unmasked Estep 
Score: -2193842.500000 Penalty: 2431.405518
	Iteration 0F: 2 clusters Score -2193842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2181056.750000 Penalty: 4862.811035
	Iteration 0F: 3 clusters Score -2181057 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2185594.500000 Penalty: 4862.811035
	Iteration 1F: 3 clusters Score -2185594 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2186392.000000 Penalty: 4862.811035
	Iteration 2F: 3 clusters Score -2186392 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2187127.750000 Penalty: 4862.811035
	Iteration 3F: 3 clusters Score -2187128 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2187772.750000 Penalty: 4862.811035
	Iteration 4F: 3 clusters Score -2187773 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2188301.500000 Penalty: 4862.811035
	Iteration 5F: 3 clusters Score -2188302 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2188656.500000 Penalty: 4862.811035
	Iteration 6Q: 3 clusters Score -2188656 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2188893.000000 Penalty: 4862.811035
	Iteration 7Q: 3 clusters Score -2188893 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2189029.750000 Penalty: 4862.811035
	Iteration 8Q: 3 clusters Score -2189030 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2189143.000000 Penalty: 4862.811035
	Iteration 9Q: 3 clusters Score -2189143 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2189225.500000 Penalty: 4862.811035
	Iteration 10Q: 3 clusters Score -2189226 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2189270.500000 Penalty: 4862.811035
	Iteration 11Q: 3 clusters Score -2189270 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2189323.250000 Penalty: 4862.811035
	Iteration 12Q: 3 clusters Score -2189323 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2189370.250000 Penalty: 4862.811035
	Iteration 13Q: 3 clusters Score -2189370 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2189406.500000 Penalty: 4862.811035
	Iteration 14Q: 3 clusters Score -2189406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2189449.250000 Penalty: 4862.811035
	Iteration 15Q: 3 clusters Score -2189449 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2189484.500000 Penalty: 4862.811035
	Iteration 16Q: 3 clusters Score -2189484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2189532.000000 Penalty: 4862.811035
	Iteration 17Q: 3 clusters Score -2189532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2189583.750000 Penalty: 4862.811035
	Iteration 18Q: 3 clusters Score -2189584 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2189677.250000 Penalty: 4862.811035
	Iteration 19Q: 3 clusters Score -2189677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2189775.500000 Penalty: 4862.811035
	Iteration 20F: 3 clusters Score -2189776 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2189902.750000 Penalty: 4862.811035
	Iteration 21Q: 3 clusters Score -2189903 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2190008.000000 Penalty: 4862.811035
	Iteration 22Q: 3 clusters Score -2190008 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2190090.750000 Penalty: 4862.811035
	Iteration 23Q: 3 clusters Score -2190091 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2190151.500000 Penalty: 4862.811035
	Iteration 24Q: 3 clusters Score -2190152 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2190216.500000 Penalty: 4862.811035
	Iteration 25Q: 3 clusters Score -2190216 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2190276.250000 Penalty: 4862.811035
	Iteration 26Q: 3 clusters Score -2190276 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2190329.000000 Penalty: 4862.811035
	Iteration 27Q: 3 clusters Score -2190329 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2190402.750000 Penalty: 4862.811035
	Iteration 28Q: 3 clusters Score -2190403 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2190473.500000 Penalty: 4862.811035
	Iteration 29Q: 3 clusters Score -2190474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2190551.250000 Penalty: 4862.811035
	Iteration 30Q: 3 clusters Score -2190551 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2190620.250000 Penalty: 4862.811035
	Iteration 31Q: 3 clusters Score -2190620 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2190706.500000 Penalty: 4862.811035
	Iteration 32Q: 3 clusters Score -2190706 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2190777.500000 Penalty: 4862.811035
	Iteration 33Q: 3 clusters Score -2190778 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2190842.000000 Penalty: 4862.811035
	Iteration 34Q: 3 clusters Score -2190842 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2190913.500000 Penalty: 4862.811035
	Iteration 35Q: 3 clusters Score -2190914 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2190977.250000 Penalty: 4862.811035
	Iteration 36Q: 3 clusters Score -2190977 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2191044.250000 Penalty: 4862.811035
	Iteration 37Q: 3 clusters Score -2191044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2191113.500000 Penalty: 4862.811035
	Iteration 38Q: 3 clusters Score -2191114 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2191188.250000 Penalty: 4862.811035
	Iteration 39Q: 3 clusters Score -2191188 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2191267.250000 Penalty: 4862.811035
	Iteration 40F: 3 clusters Score -2191267 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2191361.500000 Penalty: 4862.811035
	Iteration 41Q: 3 clusters Score -2191362 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2191450.750000 Penalty: 4862.811035
	Iteration 42Q: 3 clusters Score -2191451 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2191532.750000 Penalty: 4862.811035
	Iteration 43Q: 3 clusters Score -2191533 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2191611.500000 Penalty: 4862.811035
	Iteration 44Q: 3 clusters Score -2191612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2191702.000000 Penalty: 4862.811035
	Iteration 45Q: 3 clusters Score -2191702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2191800.250000 Penalty: 4862.811035
	Iteration 46Q: 3 clusters Score -2191800 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2191900.500000 Penalty: 4862.811035
	Iteration 47Q: 3 clusters Score -2191900 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2191982.750000 Penalty: 4862.811035
	Iteration 48Q: 3 clusters Score -2191983 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2192054.000000 Penalty: 4862.811035
	Iteration 49Q: 3 clusters Score -2192054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2192128.250000 Penalty: 4862.811035
	Iteration 50Q: 3 clusters Score -2192128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2192186.500000 Penalty: 4862.811035
	Iteration 51Q: 3 clusters Score -2192186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2192214.250000 Penalty: 4862.811035
	Iteration 52Q: 3 clusters Score -2192214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2192239.000000 Penalty: 4862.811035
	Iteration 53Q: 3 clusters Score -2192239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2192274.250000 Penalty: 4862.811035
	Iteration 54Q: 3 clusters Score -2192274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2192300.000000 Penalty: 4862.811035
	Iteration 55Q: 3 clusters Score -2192300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2192323.250000 Penalty: 4862.811035
	Iteration 56Q: 3 clusters Score -2192323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2192337.000000 Penalty: 4862.811035
	Iteration 57Q: 3 clusters Score -2192337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2192354.000000 Penalty: 4862.811035
	Iteration 58Q: 3 clusters Score -2192354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2192354.250000 Penalty: 4862.811035
	Iteration 59Q: 3 clusters Score -2192354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2192360.750000 Penalty: 4862.811035
	Iteration 60F: 3 clusters Score -2192361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2192373.750000 Penalty: 4862.811035
	Iteration 61Q: 3 clusters Score -2192374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2192374.500000 Penalty: 4862.811035
	Iteration 62Q: 3 clusters Score -2192374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2192381.250000 Penalty: 4862.811035
	Iteration 63Q: 3 clusters Score -2192381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2192395.250000 Penalty: 4862.811035
	Iteration 64Q: 3 clusters Score -2192395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2192395.750000 Penalty: 4862.811035
	Iteration 65Q: 3 clusters Score -2192396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2192408.750000 Penalty: 4862.811035
	Iteration 66Q: 3 clusters Score -2192409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2192408.750000 Penalty: 4862.811035
	Iteration 67Q: 3 clusters Score -2192409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2192414.500000 Penalty: 4862.811035
	Iteration 68Q: 3 clusters Score -2192414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2192426.750000 Penalty: 4862.811035
	Iteration 69Q: 3 clusters Score -2192427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2192431.750000 Penalty: 4862.811035
	Iteration 70Q: 3 clusters Score -2192432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2192437.750000 Penalty: 4862.811035
	Iteration 71Q: 3 clusters Score -2192438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2192439.750000 Penalty: 4862.811035
	Iteration 72Q: 3 clusters Score -2192440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2192448.750000 Penalty: 4862.811035
	Iteration 73Q: 3 clusters Score -2192449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2192449.500000 Penalty: 4862.811035
	Iteration 74Q: 3 clusters Score -2192450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2192450.750000 Penalty: 4862.811035
	Iteration 75Q: 3 clusters Score -2192451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2192459.250000 Penalty: 4862.811035
	Iteration 76Q: 3 clusters Score -2192459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2192457.000000 Penalty: 4862.811035
	Iteration 77Q: 3 clusters Score -2192457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2192460.000000 Penalty: 4862.811035
	Iteration 78Q: 3 clusters Score -2192460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2192466.250000 Penalty: 4862.811035
	Iteration 79Q: 3 clusters Score -2192466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2192471.500000 Penalty: 4862.811035
	Iteration 80F: 3 clusters Score -2192472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2192476.000000 Penalty: 4862.811035
	Iteration 81Q: 3 clusters Score -2192476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2192484.000000 Penalty: 4862.811035
	Iteration 82Q: 3 clusters Score -2192484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2192500.500000 Penalty: 4862.811035
	Iteration 83Q: 3 clusters Score -2192500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2192512.500000 Penalty: 4862.811035
	Iteration 84Q: 3 clusters Score -2192512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2192520.250000 Penalty: 4862.811035
	Iteration 85Q: 3 clusters Score -2192520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2192526.000000 Penalty: 4862.811035
	Iteration 86Q: 3 clusters Score -2192526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2192534.250000 Penalty: 4862.811035
	Iteration 87Q: 3 clusters Score -2192534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2192537.000000 Penalty: 4862.811035
	Iteration 88Q: 3 clusters Score -2192537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2192547.250000 Penalty: 4862.811035
	Iteration 89Q: 3 clusters Score -2192547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2192557.000000 Penalty: 4862.811035
	Iteration 90Q: 3 clusters Score -2192557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2192555.750000 Penalty: 4862.811035
	Iteration 91Q: 3 clusters Score -2192556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2192561.000000 Penalty: 4862.811035
	Iteration 92Q: 3 clusters Score -2192561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2192565.000000 Penalty: 4862.811035
	Iteration 93Q: 3 clusters Score -2192565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2192565.500000 Penalty: 4862.811035
	Iteration 94Q: 3 clusters Score -2192566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2192567.000000 Penalty: 4862.811035
	Iteration 95Q: 3 clusters Score -2192567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2192569.250000 Penalty: 4862.811035
	Iteration 96Q: 3 clusters Score -2192569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2192570.000000 Penalty: 4862.811035
	Iteration 97Q: 3 clusters Score -2192570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2192572.250000 Penalty: 4862.811035
	Iteration 98Q: 3 clusters Score -2192572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2192570.000000 Penalty: 4862.811035
	Iteration 99Q: 3 clusters Score -2192570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2192573.250000 Penalty: 4862.811035
	Iteration 100F: 3 clusters Score -2192573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2192575.500000 Penalty: 4862.811035
	Iteration 101Q: 3 clusters Score -2192576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2192573.000000 Penalty: 4862.811035
	Iteration 102Q: 3 clusters Score -2192573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2192573.000000 Penalty: 4862.811035
	Iteration 103Q: 3 clusters Score -2192573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2192575.000000 Penalty: 4862.811035
	Iteration 104Q: 3 clusters Score -2192575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2192578.000000 Penalty: 4862.811035
	Iteration 105Q: 3 clusters Score -2192578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2192583.750000 Penalty: 4862.811035
	Iteration 106Q: 3 clusters Score -2192584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2192585.750000 Penalty: 4862.811035
	Iteration 107Q: 3 clusters Score -2192586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2192587.000000 Penalty: 4862.811035
	Iteration 108Q: 3 clusters Score -2192587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2192587.750000 Penalty: 4862.811035
	Iteration 109Q: 3 clusters Score -2192588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2192590.000000 Penalty: 4862.811035
	Iteration 110Q: 3 clusters Score -2192590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2192591.750000 Penalty: 4862.811035
	Iteration 111Q: 3 clusters Score -2192592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2192594.500000 Penalty: 4862.811035
	Iteration 112Q: 3 clusters Score -2192594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2192593.750000 Penalty: 4862.811035
	Iteration 113Q: 3 clusters Score -2192594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2192592.750000 Penalty: 4862.811035
	Iteration 114Q: 3 clusters Score -2192593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2192595.750000 Penalty: 4862.811035
	Iteration 115Q: 3 clusters Score -2192596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2192596.000000 Penalty: 4862.811035
	Iteration 116Q: 3 clusters Score -2192596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2192601.000000 Penalty: 4862.811035
	Iteration 117Q: 3 clusters Score -2192601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2192606.750000 Penalty: 4862.811035
	Iteration 118Q: 3 clusters Score -2192607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2192609.000000 Penalty: 4862.811035
	Iteration 119Q: 3 clusters Score -2192609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2192614.250000 Penalty: 4862.811035
	Iteration 120F: 3 clusters Score -2192614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2192619.500000 Penalty: 4862.811035
	Iteration 121Q: 3 clusters Score -2192620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2192623.500000 Penalty: 4862.811035
	Iteration 122Q: 3 clusters Score -2192624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2192626.750000 Penalty: 4862.811035
	Iteration 123Q: 3 clusters Score -2192627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2192629.250000 Penalty: 4862.811035
	Iteration 124Q: 3 clusters Score -2192629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2192626.750000 Penalty: 4862.811035
	Iteration 125Q: 3 clusters Score -2192627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2192628.500000 Penalty: 4862.811035
	Iteration 126Q: 3 clusters Score -2192628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2192629.000000 Penalty: 4862.811035
	Iteration 127Q: 3 clusters Score -2192629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2192629.500000 Penalty: 4862.811035
	Iteration 128Q: 3 clusters Score -2192630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2192630.750000 Penalty: 4862.811035
	Iteration 129Q: 3 clusters Score -2192631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2192630.500000 Penalty: 4862.811035
	Iteration 130Q: 3 clusters Score -2192630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2192633.750000 Penalty: 4862.811035
	Iteration 131Q: 3 clusters Score -2192634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2192635.250000 Penalty: 4862.811035
	Iteration 132Q: 3 clusters Score -2192635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2192634.000000 Penalty: 4862.811035
	Iteration 133Q: 3 clusters Score -2192634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2192634.500000 Penalty: 4862.811035
	Iteration 134Q: 3 clusters Score -2192634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2192638.500000 Penalty: 4862.811035
	Iteration 135Q: 3 clusters Score -2192638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2192642.000000 Penalty: 4862.811035
	Iteration 136Q: 3 clusters Score -2192642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2192643.000000 Penalty: 4862.811035
	Iteration 137Q: 3 clusters Score -2192643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2192641.250000 Penalty: 4862.811035
	Iteration 138Q: 3 clusters Score -2192641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2192645.500000 Penalty: 4862.811035
	Iteration 139Q: 3 clusters Score -2192646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2192648.250000 Penalty: 4862.811035
	Iteration 140F: 3 clusters Score -2192648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2192649.250000 Penalty: 4862.811035
	Iteration 141Q: 3 clusters Score -2192649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2192650.500000 Penalty: 4862.811035
	Iteration 142Q: 3 clusters Score -2192650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2192651.000000 Penalty: 4862.811035
	Iteration 143Q: 3 clusters Score -2192651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2192650.000000 Penalty: 4862.811035
	Iteration 144Q: 3 clusters Score -2192650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2192651.250000 Penalty: 4862.811035
	Iteration 145Q: 3 clusters Score -2192651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2192651.250000 Penalty: 4862.811035
	Iteration 146F: 3 clusters Score -2192651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -500883.218750 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -500883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -497086.000000 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -497086 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -497901.562500 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -497901.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -498049.468750 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -498049.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -498141.343750 Penalty: 4097.845215
	Iteration 3Q: 3 clusters Score -498141.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -498213.187500 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -498213.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -498272.437500 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -498272.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -498330.062500 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -498330.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -498376.031250 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -498376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -498408.718750 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -498408.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -498435.781250 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -498435.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -498467.250000 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -498467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -498490.406250 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -498490.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -498511.000000 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -498511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -498529.750000 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -498529.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -498550.156250 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -498550.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -498568.937500 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -498568.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -498590.406250 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -498590.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -498610.250000 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -498610.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498629.843750 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -498629.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -498642.531250 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -498642.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -498654.875000 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -498654.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -498665.437500 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -498665.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -498674.875000 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -498674.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -498684.218750 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -498684.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -498692.625000 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -498692.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -498701.812500 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -498701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -498707.562500 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -498707.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -498714.687500 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -498714.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -498722.812500 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -498722.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -498729.656250 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -498729.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -498736.593750 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -498736.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -498741.750000 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -498741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -498745.593750 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -498745.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -498750.312500 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -498750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -498754.781250 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -498754.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -498761.593750 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -498761.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -498769.312500 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -498769.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -498777.781250 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -498777.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -498786.718750 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -498786.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -498795.593750 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -498795.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -498807.750000 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -498807.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -498817.156250 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -498817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -498822.500000 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -498822.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -498830.843750 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -498830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -498834.875000 Penalty: 4097.845215
	Iteration 44Q: 3 clusters Score -498834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -498839.593750 Penalty: 4097.845215
	Iteration 45Q: 3 clusters Score -498839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -498842.062500 Penalty: 4097.845215
	Iteration 46Q: 3 clusters Score -498842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -498845.718750 Penalty: 4097.845215
	Iteration 47Q: 3 clusters Score -498845.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -498849.468750 Penalty: 4097.845215
	Iteration 48Q: 3 clusters Score -498849.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -498853.500000 Penalty: 4097.845215
	Iteration 49Q: 3 clusters Score -498853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -498856.062500 Penalty: 4097.845215
	Iteration 50Q: 3 clusters Score -498856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -498860.187500 Penalty: 4097.845215
	Iteration 51Q: 3 clusters Score -498860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -498863.500000 Penalty: 4097.845215
	Iteration 52Q: 3 clusters Score -498863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -498867.343750 Penalty: 4097.845215
	Iteration 53Q: 3 clusters Score -498867.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -498873.250000 Penalty: 4097.845215
	Iteration 54Q: 3 clusters Score -498873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -498880.156250 Penalty: 4097.845215
	Iteration 55Q: 3 clusters Score -498880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -498886.312500 Penalty: 4097.845215
	Iteration 56Q: 3 clusters Score -498886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -498888.312500 Penalty: 4097.845215
	Iteration 57Q: 3 clusters Score -498888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -498891.656250 Penalty: 4097.845215
	Iteration 58Q: 3 clusters Score -498891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -498893.062500 Penalty: 4097.845215
	Iteration 59Q: 3 clusters Score -498893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -498894.656250 Penalty: 4097.845215
	Iteration 60F: 3 clusters Score -498894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -498897.312500 Penalty: 4097.845215
	Iteration 61Q: 3 clusters Score -498897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -498902.718750 Penalty: 4097.845215
	Iteration 62Q: 3 clusters Score -498902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -498906.062500 Penalty: 4097.845215
	Iteration 63Q: 3 clusters Score -498906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -498908.375000 Penalty: 4097.845215
	Iteration 64Q: 3 clusters Score -498908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -498911.250000 Penalty: 4097.845215
	Iteration 65Q: 3 clusters Score -498911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -498911.468750 Penalty: 4097.845215
	Iteration 66Q: 3 clusters Score -498911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -498911.156250 Penalty: 4097.845215
	Iteration 67Q: 3 clusters Score -498911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -498911.531250 Penalty: 4097.845215
	Iteration 68Q: 3 clusters Score -498911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -498912.343750 Penalty: 4097.845215
	Iteration 69Q: 3 clusters Score -498912.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -498912.343750 Penalty: 4097.845215
	Iteration 70F: 3 clusters Score -498912.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -325823.312500 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -325823.3 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 1335 members 
Entering Unmasked Estep 
Score: -322882.687500 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -322882.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -323530.625000 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -323530.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -323735.031250 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -323735 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -323852.281250 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -323852.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -323930.406250 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -323930.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -323990.500000 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -323990.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -324036.156250 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -324036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -324058.906250 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -324058.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324076.000000 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -324076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324088.343750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -324088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -324093.000000 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -324093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324096.156250 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -324096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -324098.687500 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -324098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -324100.531250 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -324100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -324102.093750 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -324102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -324102.625000 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -324102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324103.062500 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -324103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324103.062500 Penalty: 3900.752197
	Iteration 17F: 3 clusters Score -324103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -678355.312500 Penalty: 2132.404297
	Iteration 0F: 2 clusters Score -678355.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -673580.687500 Penalty: 4264.808594
	Iteration 0F: 3 clusters Score -673580.7 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -674770.250000 Penalty: 4264.808594
	Iteration 1F: 3 clusters Score -674770.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -674959.437500 Penalty: 4264.808594
	Iteration 2F: 3 clusters Score -674959.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -675082.125000 Penalty: 4264.808594
	Iteration 3Q: 3 clusters Score -675082.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -675164.687500 Penalty: 4264.808594
	Iteration 4Q: 3 clusters Score -675164.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -675226.875000 Penalty: 4264.808594
	Iteration 5Q: 3 clusters Score -675226.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -675291.375000 Penalty: 4264.808594
	Iteration 6Q: 3 clusters Score -675291.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -675352.187500 Penalty: 4264.808594
	Iteration 7Q: 3 clusters Score -675352.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -675407.937500 Penalty: 4264.808594
	Iteration 8Q: 3 clusters Score -675407.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -675459.437500 Penalty: 4264.808594
	Iteration 9Q: 3 clusters Score -675459.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -675510.375000 Penalty: 4264.808594
	Iteration 10Q: 3 clusters Score -675510.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -675573.000000 Penalty: 4264.808594
	Iteration 11Q: 3 clusters Score -675573 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -675629.750000 Penalty: 4264.808594
	Iteration 12Q: 3 clusters Score -675629.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -675679.750000 Penalty: 4264.808594
	Iteration 13Q: 3 clusters Score -675679.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -675729.687500 Penalty: 4264.808594
	Iteration 14Q: 3 clusters Score -675729.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -675776.875000 Penalty: 4264.808594
	Iteration 15Q: 3 clusters Score -675776.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -675833.750000 Penalty: 4264.808594
	Iteration 16Q: 3 clusters Score -675833.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -675902.875000 Penalty: 4264.808594
	Iteration 17Q: 3 clusters Score -675902.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -675981.187500 Penalty: 4264.808594
	Iteration 18Q: 3 clusters Score -675981.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -676055.562500 Penalty: 4264.808594
	Iteration 19Q: 3 clusters Score -676055.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -676111.062500 Penalty: 4264.808594
	Iteration 20F: 3 clusters Score -676111.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -676172.000000 Penalty: 4264.808594
	Iteration 21Q: 3 clusters Score -676172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -676235.125000 Penalty: 4264.808594
	Iteration 22Q: 3 clusters Score -676235.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -676283.875000 Penalty: 4264.808594
	Iteration 23Q: 3 clusters Score -676283.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -676314.375000 Penalty: 4264.808594
	Iteration 24Q: 3 clusters Score -676314.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -676342.750000 Penalty: 4264.808594
	Iteration 25Q: 3 clusters Score -676342.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -676364.312500 Penalty: 4264.808594
	Iteration 26Q: 3 clusters Score -676364.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -676383.062500 Penalty: 4264.808594
	Iteration 27Q: 3 clusters Score -676383.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -676402.750000 Penalty: 4264.808594
	Iteration 28Q: 3 clusters Score -676402.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -676426.125000 Penalty: 4264.808594
	Iteration 29Q: 3 clusters Score -676426.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -676446.375000 Penalty: 4264.808594
	Iteration 30Q: 3 clusters Score -676446.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -676464.687500 Penalty: 4264.808594
	Iteration 31Q: 3 clusters Score -676464.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -676483.812500 Penalty: 4264.808594
	Iteration 32Q: 3 clusters Score -676483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -676499.625000 Penalty: 4264.808594
	Iteration 33Q: 3 clusters Score -676499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -676515.062500 Penalty: 4264.808594
	Iteration 34Q: 3 clusters Score -676515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -676524.562500 Penalty: 4264.808594
	Iteration 35Q: 3 clusters Score -676524.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -676533.250000 Penalty: 4264.808594
	Iteration 36Q: 3 clusters Score -676533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -676537.125000 Penalty: 4264.808594
	Iteration 37Q: 3 clusters Score -676537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -676536.375000 Penalty: 4264.808594
	Iteration 38Q: 3 clusters Score -676536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -676536.375000 Penalty: 4264.808594
	Iteration 39F: 3 clusters Score -676536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Entering Unmasked Estep 
Score: -1494317.625000 Penalty: 2317.636475
	Iteration 0F: 2 clusters Score -1494318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1485800.375000 Penalty: 4635.272949
	Iteration 0F: 3 clusters Score -1485800 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1488270.875000 Penalty: 4635.272949
	Iteration 1F: 3 clusters Score -1488271 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1488712.000000 Penalty: 4635.272949
	Iteration 2F: 3 clusters Score -1488712 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1489266.750000 Penalty: 4635.272949
	Iteration 3F: 3 clusters Score -1489267 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1490046.500000 Penalty: 4635.272949
	Iteration 4F: 3 clusters Score -1490046 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1490972.875000 Penalty: 4635.272949
	Iteration 5F: 3 clusters Score -1490973 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1491910.250000 Penalty: 4635.272949
	Iteration 6F: 3 clusters Score -1491910 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1492572.000000 Penalty: 4635.272949
	Iteration 7F: 3 clusters Score -1492572 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1492924.125000 Penalty: 4635.272949
	Iteration 8F: 3 clusters Score -1492924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1493111.625000 Penalty: 4635.272949
	Iteration 9Q: 3 clusters Score -1493112 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1493223.375000 Penalty: 4635.272949
	Iteration 10Q: 3 clusters Score -1493223 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1493303.625000 Penalty: 4635.272949
	Iteration 11Q: 3 clusters Score -1493304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1493370.875000 Penalty: 4635.272949
	Iteration 12Q: 3 clusters Score -1493371 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1493450.375000 Penalty: 4635.272949
	Iteration 13Q: 3 clusters Score -1493450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1493510.125000 Penalty: 4635.272949
	Iteration 14Q: 3 clusters Score -1493510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1493553.750000 Penalty: 4635.272949
	Iteration 15Q: 3 clusters Score -1493554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1493578.375000 Penalty: 4635.272949
	Iteration 16Q: 3 clusters Score -1493578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1493600.750000 Penalty: 4635.272949
	Iteration 17Q: 3 clusters Score -1493601 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1493620.000000 Penalty: 4635.272949
	Iteration 18Q: 3 clusters Score -1493620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1493645.125000 Penalty: 4635.272949
	Iteration 19Q: 3 clusters Score -1493645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1493660.625000 Penalty: 4635.272949
	Iteration 20F: 3 clusters Score -1493661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1493671.375000 Penalty: 4635.272949
	Iteration 21Q: 3 clusters Score -1493671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1493681.375000 Penalty: 4635.272949
	Iteration 22Q: 3 clusters Score -1493681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1493684.375000 Penalty: 4635.272949
	Iteration 23Q: 3 clusters Score -1493684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1493686.875000 Penalty: 4635.272949
	Iteration 24Q: 3 clusters Score -1493687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1493687.500000 Penalty: 4635.272949
	Iteration 25Q: 3 clusters Score -1493688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1493693.250000 Penalty: 4635.272949
	Iteration 26Q: 3 clusters Score -1493693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1493697.625000 Penalty: 4635.272949
	Iteration 27Q: 3 clusters Score -1493698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1493694.375000 Penalty: 4635.272949
	Iteration 28Q: 3 clusters Score -1493694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1493696.125000 Penalty: 4635.272949
	Iteration 29Q: 3 clusters Score -1493696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1493695.250000 Penalty: 4635.272949
	Iteration 30Q: 3 clusters Score -1493695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1493696.875000 Penalty: 4635.272949
	Iteration 31Q: 3 clusters Score -1493697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1493695.750000 Penalty: 4635.272949
	Iteration 32Q: 3 clusters Score -1493696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1493698.375000 Penalty: 4635.272949
	Iteration 33Q: 3 clusters Score -1493698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1493696.250000 Penalty: 4635.272949
	Iteration 34Q: 3 clusters Score -1493696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1493698.125000 Penalty: 4635.272949
	Iteration 35Q: 3 clusters Score -1493698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1493697.750000 Penalty: 4635.272949
	Iteration 36Q: 3 clusters Score -1493698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1493697.000000 Penalty: 4635.272949
	Iteration 37Q: 3 clusters Score -1493697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1493698.250000 Penalty: 4635.272949
	Iteration 38Q: 3 clusters Score -1493698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1493698.125000 Penalty: 4635.272949
	Iteration 39Q: 3 clusters Score -1493698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1493698.750000 Penalty: 4635.272949
	Iteration 40F: 3 clusters Score -1493699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1493699.250000 Penalty: 4635.272949
	Iteration 41Q: 3 clusters Score -1493699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1493704.000000 Penalty: 4635.272949
	Iteration 42Q: 3 clusters Score -1493704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1493704.750000 Penalty: 4635.272949
	Iteration 43Q: 3 clusters Score -1493705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1493704.750000 Penalty: 4635.272949
	Iteration 44F: 3 clusters Score -1493705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -188320.531250 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -188320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186007.953125 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -186008 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186763.359375 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -186763.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187407.468750 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -187407.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188007.781250 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -188007.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188527.421875 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -188527.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188763.140625 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -188763.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188959.781250 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -188959.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189101.218750 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -189101.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189309.562500 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -189309.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189485.343750 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -189485.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -189648.625000 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -189648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -189708.046875 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -189708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189708.796875 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -189708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189708.796875 Penalty: 3649.664062
	Iteration 13F: 3 clusters Score -189708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 751 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 818 members 
Entering Unmasked Estep 
Score: -111271592.000000 Penalty: 145996.140625
Splitting cluster 30 changes total score from -111271872.000000 to -111271592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -342309.687500 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -342309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -339143.500000 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -339143.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -339953.750000 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -339953.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -340199.687500 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -340199.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -340339.687500 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -340339.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -340436.687500 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -340436.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -340511.437500 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -340511.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -340568.750000 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -340568.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -340605.312500 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -340605.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340626.062500 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -340626.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -340639.812500 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -340639.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340647.343750 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -340647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340652.687500 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -340652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -340660.531250 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -340660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -340667.343750 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -340667.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340671.437500 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -340671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -340674.312500 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -340674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340677.062500 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -340677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340680.750000 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -340680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -340683.156250 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -340683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -340686.125000 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -340686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -340690.218750 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -340690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -340693.093750 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -340693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -340695.906250 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -340695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -340700.125000 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -340700.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -340705.500000 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -340705.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -340710.156250 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -340710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -340714.531250 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -340714.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -340715.875000 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -340715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -340718.187500 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -340718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -340718.500000 Penalty: 3953.315918
	Iteration 29Q: 3 clusters Score -340718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -340719.187500 Penalty: 3953.315918
	Iteration 30Q: 3 clusters Score -340719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -340719.625000 Penalty: 3953.315918
	Iteration 31Q: 3 clusters Score -340719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -340719.875000 Penalty: 3953.315918
	Iteration 32Q: 3 clusters Score -340719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -340719.875000 Penalty: 3953.315918
	Iteration 33F: 3 clusters Score -340719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -966525.187500 Penalty: 2226.989014
	Iteration 0F: 2 clusters Score -966525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -960209.625000 Penalty: 4453.978027
	Iteration 0F: 3 clusters Score -960209.6 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -962152.562500 Penalty: 4453.978027
	Iteration 1F: 3 clusters Score -962152.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -962635.625000 Penalty: 4453.978027
	Iteration 2F: 3 clusters Score -962635.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -963151.437500 Penalty: 4453.978027
	Iteration 3F: 3 clusters Score -963151.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -963689.250000 Penalty: 4453.978027
	Iteration 4F: 3 clusters Score -963689.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -964238.437500 Penalty: 4453.978027
	Iteration 5F: 3 clusters Score -964238.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -964738.437500 Penalty: 4453.978027
	Iteration 6F: 3 clusters Score -964738.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -965168.125000 Penalty: 4453.978027
	Iteration 7F: 3 clusters Score -965168.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -965433.500000 Penalty: 4453.978027
	Iteration 8Q: 3 clusters Score -965433.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -965578.062500 Penalty: 4453.978027
	Iteration 9Q: 3 clusters Score -965578.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -965661.562500 Penalty: 4453.978027
	Iteration 10Q: 3 clusters Score -965661.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -965726.437500 Penalty: 4453.978027
	Iteration 11Q: 3 clusters Score -965726.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -965769.312500 Penalty: 4453.978027
	Iteration 12Q: 3 clusters Score -965769.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -965811.312500 Penalty: 4453.978027
	Iteration 13Q: 3 clusters Score -965811.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -965841.375000 Penalty: 4453.978027
	Iteration 14Q: 3 clusters Score -965841.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -965869.625000 Penalty: 4453.978027
	Iteration 15Q: 3 clusters Score -965869.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -965896.625000 Penalty: 4453.978027
	Iteration 16Q: 3 clusters Score -965896.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -965918.250000 Penalty: 4453.978027
	Iteration 17Q: 3 clusters Score -965918.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -965933.250000 Penalty: 4453.978027
	Iteration 18Q: 3 clusters Score -965933.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -965941.562500 Penalty: 4453.978027
	Iteration 19Q: 3 clusters Score -965941.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -965952.875000 Penalty: 4453.978027
	Iteration 20F: 3 clusters Score -965952.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -965961.562500 Penalty: 4453.978027
	Iteration 21Q: 3 clusters Score -965961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -965963.750000 Penalty: 4453.978027
	Iteration 22Q: 3 clusters Score -965963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -965966.625000 Penalty: 4453.978027
	Iteration 23Q: 3 clusters Score -965966.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -965968.312500 Penalty: 4453.978027
	Iteration 24Q: 3 clusters Score -965968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -965969.562500 Penalty: 4453.978027
	Iteration 25Q: 3 clusters Score -965969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -965970.687500 Penalty: 4453.978027
	Iteration 26Q: 3 clusters Score -965970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -965970.687500 Penalty: 4453.978027
	Iteration 27F: 3 clusters Score -965970.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -563454.500000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -563454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -559082.750000 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -559082.8 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -560241.187500 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -560241.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -560547.062500 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -560547.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -560814.250000 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -560814.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -561065.562500 Penalty: 4211.868652
	Iteration 4F: 3 clusters Score -561065.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -561300.562500 Penalty: 4211.868652
	Iteration 5F: 3 clusters Score -561300.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -561518.312500 Penalty: 4211.868652
	Iteration 6Q: 3 clusters Score -561518.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -561764.750000 Penalty: 4211.868652
	Iteration 7F: 3 clusters Score -561764.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -562058.250000 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -562058.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -562345.250000 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -562345.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -562569.562500 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -562569.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -562764.125000 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -562764.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -562908.812500 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -562908.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -563046.437500 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -563046.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -563151.062500 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -563151.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -563266.062500 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -563266.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -563377.875000 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -563377.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -563478.937500 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -563478.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -563552.062500 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -563552.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -563597.437500 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -563597.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -563633.375000 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -563633.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -563662.812500 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -563662.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -563692.125000 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -563692.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -563732.125000 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -563732.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -563767.625000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -563767.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -563789.000000 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -563789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -563811.000000 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -563811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -563821.562500 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -563821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -563828.687500 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -563828.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -563834.312500 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -563834.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -563837.937500 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -563837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -563841.625000 Penalty: 4211.868652
	Iteration 31Q: 3 clusters Score -563841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -563844.125000 Penalty: 4211.868652
	Iteration 32Q: 3 clusters Score -563844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -563849.250000 Penalty: 4211.868652
	Iteration 33Q: 3 clusters Score -563849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -563853.375000 Penalty: 4211.868652
	Iteration 34Q: 3 clusters Score -563853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -563858.000000 Penalty: 4211.868652
	Iteration 35Q: 3 clusters Score -563858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -563860.500000 Penalty: 4211.868652
	Iteration 36Q: 3 clusters Score -563860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -563862.437500 Penalty: 4211.868652
	Iteration 37Q: 3 clusters Score -563862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -563863.437500 Penalty: 4211.868652
	Iteration 38Q: 3 clusters Score -563863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -563864.875000 Penalty: 4211.868652
	Iteration 39Q: 3 clusters Score -563864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -563865.187500 Penalty: 4211.868652
	Iteration 40F: 3 clusters Score -563865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -563867.250000 Penalty: 4211.868652
	Iteration 41Q: 3 clusters Score -563867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -563869.687500 Penalty: 4211.868652
	Iteration 42Q: 3 clusters Score -563869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -563870.875000 Penalty: 4211.868652
	Iteration 43Q: 3 clusters Score -563870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -563871.937500 Penalty: 4211.868652
	Iteration 44Q: 3 clusters Score -563871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -563872.125000 Penalty: 4211.868652
	Iteration 45Q: 3 clusters Score -563872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -563872.125000 Penalty: 4211.868652
	Iteration 46F: 3 clusters Score -563872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 2252 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 2622 members 
Entering Unmasked Estep 
Score: -111271152.000000 Penalty: 145996.140625
Splitting cluster 33 changes total score from -111271872.000000 to -111271152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (113339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Entering Unmasked Estep 
Score: -14834136.000000 Penalty: 2886.258301
	Iteration 0F: 2 clusters Score -1.483414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -14758465.000000 Penalty: 5772.516602
	Iteration 0F: 3 clusters Score -1.475846e+07 nChanged 53883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -14788459.000000 Penalty: 5772.516602
	Iteration 1F: 3 clusters Score -1.478846e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -14789175.000000 Penalty: 5772.516602
	Iteration 2Q: 3 clusters Score -1.478918e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -14789807.000000 Penalty: 5772.516602
	Iteration 3Q: 3 clusters Score -1.478981e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -14790579.000000 Penalty: 5772.516602
	Iteration 4Q: 3 clusters Score -1.479058e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -14791632.000000 Penalty: 5772.516602
	Iteration 5Q: 3 clusters Score -1.479163e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -14793090.000000 Penalty: 5772.516602
	Iteration 6Q: 3 clusters Score -1.479309e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -14795552.000000 Penalty: 5772.516602
	Iteration 7Q: 3 clusters Score -1.479555e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -14799591.000000 Penalty: 5772.516602
	Iteration 8F: 3 clusters Score -1.479959e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -14806062.000000 Penalty: 5772.516602
	Iteration 9F: 3 clusters Score -1.480606e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -14813521.000000 Penalty: 5772.516602
	Iteration 10F: 3 clusters Score -1.481352e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -14820371.000000 Penalty: 5772.516602
	Iteration 11F: 3 clusters Score -1.482037e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -14825232.000000 Penalty: 5772.516602
	Iteration 12Q: 3 clusters Score -1.482523e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108484 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -14828006.000000 Penalty: 5772.516602
	Iteration 13Q: 3 clusters Score -1.482801e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -14829571.000000 Penalty: 5772.516602
	Iteration 14Q: 3 clusters Score -1.482957e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14830397.000000 Penalty: 5772.516602
	Iteration 15Q: 3 clusters Score -1.48304e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14830817.000000 Penalty: 5772.516602
	Iteration 16Q: 3 clusters Score -1.483082e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14831112.000000 Penalty: 5772.516602
	Iteration 17Q: 3 clusters Score -1.483111e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112663 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14831292.000000 Penalty: 5772.516602
	Iteration 18Q: 3 clusters Score -1.483129e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14831408.000000 Penalty: 5772.516602
	Iteration 19Q: 3 clusters Score -1.483141e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14831474.000000 Penalty: 5772.516602
	Iteration 20F: 3 clusters Score -1.483147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14831532.000000 Penalty: 5772.516602
	Iteration 21Q: 3 clusters Score -1.483153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14831549.000000 Penalty: 5772.516602
	Iteration 22Q: 3 clusters Score -1.483155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14831595.000000 Penalty: 5772.516602
	Iteration 23Q: 3 clusters Score -1.48316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -14831613.000000 Penalty: 5772.516602
	Iteration 24Q: 3 clusters Score -1.483161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14831621.000000 Penalty: 5772.516602
	Iteration 25Q: 3 clusters Score -1.483162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14831633.000000 Penalty: 5772.516602
	Iteration 26Q: 3 clusters Score -1.483163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14831649.000000 Penalty: 5772.516602
	Iteration 27Q: 3 clusters Score -1.483165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112972 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14831661.000000 Penalty: 5772.516602
	Iteration 28Q: 3 clusters Score -1.483166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112981 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14831654.000000 Penalty: 5772.516602
	Iteration 29Q: 3 clusters Score -1.483165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112984 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14831670.000000 Penalty: 5772.516602
	Iteration 30Q: 3 clusters Score -1.483167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14831673.000000 Penalty: 5772.516602
	Iteration 31Q: 3 clusters Score -1.483167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14831668.000000 Penalty: 5772.516602
	Iteration 32Q: 3 clusters Score -1.483167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14831667.000000 Penalty: 5772.516602
	Iteration 33Q: 3 clusters Score -1.483167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14831667.000000 Penalty: 5772.516602
	Iteration 34Q: 3 clusters Score -1.483167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14831678.000000 Penalty: 5772.516602
	Iteration 35Q: 3 clusters Score -1.483168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14831678.000000 Penalty: 5772.516602
	Iteration 36F: 3 clusters Score -1.483168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -528559.687500 Penalty: 2069.437256
	Iteration 0F: 2 clusters Score -528559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -524533.062500 Penalty: 4138.874512
	Iteration 0F: 3 clusters Score -524533.1 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -525515.687500 Penalty: 4138.874512
	Iteration 1F: 3 clusters Score -525515.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -525841.562500 Penalty: 4138.874512
	Iteration 2F: 3 clusters Score -525841.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -526073.375000 Penalty: 4138.874512
	Iteration 3F: 3 clusters Score -526073.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -526242.062500 Penalty: 4138.874512
	Iteration 4F: 3 clusters Score -526242.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -526389.812500 Penalty: 4138.874512
	Iteration 5Q: 3 clusters Score -526389.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -526508.062500 Penalty: 4138.874512
	Iteration 6Q: 3 clusters Score -526508.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -526590.562500 Penalty: 4138.874512
	Iteration 7Q: 3 clusters Score -526590.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -526658.312500 Penalty: 4138.874512
	Iteration 8Q: 3 clusters Score -526658.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -526713.687500 Penalty: 4138.874512
	Iteration 9Q: 3 clusters Score -526713.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -526749.562500 Penalty: 4138.874512
	Iteration 10Q: 3 clusters Score -526749.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -526768.062500 Penalty: 4138.874512
	Iteration 11Q: 3 clusters Score -526768.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -526776.562500 Penalty: 4138.874512
	Iteration 12Q: 3 clusters Score -526776.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -526784.375000 Penalty: 4138.874512
	Iteration 13Q: 3 clusters Score -526784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -526789.812500 Penalty: 4138.874512
	Iteration 14Q: 3 clusters Score -526789.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -526794.187500 Penalty: 4138.874512
	Iteration 15Q: 3 clusters Score -526794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -526799.750000 Penalty: 4138.874512
	Iteration 16Q: 3 clusters Score -526799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -526802.437500 Penalty: 4138.874512
	Iteration 17Q: 3 clusters Score -526802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -526804.562500 Penalty: 4138.874512
	Iteration 18Q: 3 clusters Score -526804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -526806.875000 Penalty: 4138.874512
	Iteration 19Q: 3 clusters Score -526806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -526806.750000 Penalty: 4138.874512
	Iteration 20F: 3 clusters Score -526806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -132398.843750 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -132398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130489.101562 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -130489.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131050.960938 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -131051 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131505.359375 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -131505.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -131883.359375 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -131883.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -132274.062500 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -132274.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132588.703125 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -132588.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -132661.328125 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -132661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132714.093750 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -132714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -132734.390625 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -132734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -132743.984375 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -132744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -132752.953125 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -132753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -132767.703125 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -132767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -132774.656250 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -132774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -132783.906250 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -132783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -132789.515625 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -132789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -132805.531250 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -132805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -132815.687500 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -132815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132842.671875 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -132842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132871.265625 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -132871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132871.265625 Penalty: 3456.549805
	Iteration 19F: 3 clusters Score -132871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 177 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 886 members 
Entering Unmasked Estep 
Score: -111270712.000000 Penalty: 145996.140625
Splitting cluster 36 changes total score from -111271872.000000 to -111270712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -913460.250000 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -913460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -907641.750000 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -907641.8 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -909231.500000 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -909231.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -909481.125000 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -909481.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -909640.500000 Penalty: 4394.877930
	Iteration 3Q: 3 clusters Score -909640.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -909760.437500 Penalty: 4394.877930
	Iteration 4Q: 3 clusters Score -909760.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -909873.125000 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -909873.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -909984.875000 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -909984.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -910090.812500 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -910090.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -910191.437500 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -910191.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -910291.812500 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -910291.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -910392.937500 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -910392.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -910490.312500 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -910490.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -910595.062500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -910595.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -910675.562500 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -910675.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -910739.187500 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -910739.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -910794.062500 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -910794.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -910833.312500 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -910833.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -910873.375000 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -910873.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -910898.875000 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -910898.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -910926.500000 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -910926.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -910956.062500 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -910956.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -910987.875000 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -910987.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -911016.125000 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -911016.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -911043.562500 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -911043.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -911072.625000 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -911072.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -911094.125000 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -911094.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -911109.437500 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -911109.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -911123.312500 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -911123.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -911137.250000 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -911137.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -911150.375000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -911150.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -911166.937500 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -911166.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -911175.062500 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -911175.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -911185.875000 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -911185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -911192.875000 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -911192.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -911196.062500 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -911196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -911203.812500 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -911203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -911206.062500 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -911206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -911211.000000 Penalty: 4394.877930
	Iteration 37Q: 3 clusters Score -911211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -911213.312500 Penalty: 4394.877930
	Iteration 38Q: 3 clusters Score -911213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -911214.937500 Penalty: 4394.877930
	Iteration 39Q: 3 clusters Score -911214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -911221.437500 Penalty: 4394.877930
	Iteration 40F: 3 clusters Score -911221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -911230.125000 Penalty: 4394.877930
	Iteration 41Q: 3 clusters Score -911230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -911235.375000 Penalty: 4394.877930
	Iteration 42Q: 3 clusters Score -911235.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -911246.375000 Penalty: 4394.877930
	Iteration 43Q: 3 clusters Score -911246.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -911252.812500 Penalty: 4394.877930
	Iteration 44Q: 3 clusters Score -911252.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -911262.312500 Penalty: 4394.877930
	Iteration 45Q: 3 clusters Score -911262.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -911269.375000 Penalty: 4394.877930
	Iteration 46Q: 3 clusters Score -911269.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -911273.625000 Penalty: 4394.877930
	Iteration 47Q: 3 clusters Score -911273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -911279.750000 Penalty: 4394.877930
	Iteration 48Q: 3 clusters Score -911279.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -911284.750000 Penalty: 4394.877930
	Iteration 49Q: 3 clusters Score -911284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -911285.312500 Penalty: 4394.877930
	Iteration 50Q: 3 clusters Score -911285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -911287.437500 Penalty: 4394.877930
	Iteration 51Q: 3 clusters Score -911287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -911289.937500 Penalty: 4394.877930
	Iteration 52Q: 3 clusters Score -911289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -911296.562500 Penalty: 4394.877930
	Iteration 53Q: 3 clusters Score -911296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -911299.500000 Penalty: 4394.877930
	Iteration 54Q: 3 clusters Score -911299.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -911304.000000 Penalty: 4394.877930
	Iteration 55Q: 3 clusters Score -911304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -911309.375000 Penalty: 4394.877930
	Iteration 56Q: 3 clusters Score -911309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -911318.062500 Penalty: 4394.877930
	Iteration 57Q: 3 clusters Score -911318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -911327.000000 Penalty: 4394.877930
	Iteration 58Q: 3 clusters Score -911327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -911336.062500 Penalty: 4394.877930
	Iteration 59Q: 3 clusters Score -911336.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -911346.062500 Penalty: 4394.877930
	Iteration 60F: 3 clusters Score -911346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -911357.500000 Penalty: 4394.877930
	Iteration 61Q: 3 clusters Score -911357.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -911366.375000 Penalty: 4394.877930
	Iteration 62Q: 3 clusters Score -911366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -911372.187500 Penalty: 4394.877930
	Iteration 63Q: 3 clusters Score -911372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -911376.625000 Penalty: 4394.877930
	Iteration 64Q: 3 clusters Score -911376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -911380.812500 Penalty: 4394.877930
	Iteration 65Q: 3 clusters Score -911380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -911387.312500 Penalty: 4394.877930
	Iteration 66Q: 3 clusters Score -911387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -911389.625000 Penalty: 4394.877930
	Iteration 67Q: 3 clusters Score -911389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -911394.062500 Penalty: 4394.877930
	Iteration 68Q: 3 clusters Score -911394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -911399.875000 Penalty: 4394.877930
	Iteration 69Q: 3 clusters Score -911399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -911406.312500 Penalty: 4394.877930
	Iteration 70Q: 3 clusters Score -911406.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -911414.000000 Penalty: 4394.877930
	Iteration 71Q: 3 clusters Score -911414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -911419.937500 Penalty: 4394.877930
	Iteration 72Q: 3 clusters Score -911419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -911427.625000 Penalty: 4394.877930
	Iteration 73Q: 3 clusters Score -911427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -911434.687500 Penalty: 4394.877930
	Iteration 74Q: 3 clusters Score -911434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -911442.562500 Penalty: 4394.877930
	Iteration 75Q: 3 clusters Score -911442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -911447.687500 Penalty: 4394.877930
	Iteration 76Q: 3 clusters Score -911447.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -911453.000000 Penalty: 4394.877930
	Iteration 77Q: 3 clusters Score -911453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -911454.000000 Penalty: 4394.877930
	Iteration 78Q: 3 clusters Score -911454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -911458.125000 Penalty: 4394.877930
	Iteration 79Q: 3 clusters Score -911458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -911460.750000 Penalty: 4394.877930
	Iteration 80F: 3 clusters Score -911460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -911461.625000 Penalty: 4394.877930
	Iteration 81Q: 3 clusters Score -911461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -911465.375000 Penalty: 4394.877930
	Iteration 82Q: 3 clusters Score -911465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -911465.625000 Penalty: 4394.877930
	Iteration 83Q: 3 clusters Score -911465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -911466.437500 Penalty: 4394.877930
	Iteration 84Q: 3 clusters Score -911466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -911466.437500 Penalty: 4394.877930
	Iteration 85F: 3 clusters Score -911466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -452603.468750 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -452603.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -448938.031250 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -448938 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -450049.125000 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -450049.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -450468.656250 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -450468.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -450742.812500 Penalty: 4076.652344
	Iteration 3F: 3 clusters Score -450742.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -450906.812500 Penalty: 4076.652344
	Iteration 4F: 3 clusters Score -450906.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -451009.375000 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -451009.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -451094.937500 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -451094.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -451160.781250 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -451160.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -451201.781250 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -451201.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -451237.062500 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -451237.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -451264.531250 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -451264.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -451285.625000 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -451285.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -451300.281250 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -451300.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -451308.937500 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -451308.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -451315.187500 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -451315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -451319.312500 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -451319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -451324.812500 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -451324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -451329.687500 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -451329.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -451335.343750 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -451335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -451342.875000 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -451342.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -451349.968750 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -451350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -451356.968750 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -451357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -451362.281250 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -451362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -451364.656250 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -451364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -451364.968750 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -451365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -451367.250000 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -451367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -451370.656250 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -451370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -451372.500000 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -451372.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -451374.781250 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -451374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -451378.156250 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -451378.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -451383.062500 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -451383.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -451387.937500 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -451387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -451390.531250 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -451390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -451391.812500 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -451391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -451395.312500 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -451395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -451396.531250 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -451396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -451398.187500 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -451398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -451401.625000 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -451401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -451403.750000 Penalty: 4076.652344
	Iteration 38Q: 3 clusters Score -451403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -451406.718750 Penalty: 4076.652344
	Iteration 39Q: 3 clusters Score -451406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -451410.375000 Penalty: 4076.652344
	Iteration 40F: 3 clusters Score -451410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -451411.718750 Penalty: 4076.652344
	Iteration 41Q: 3 clusters Score -451411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -451411.718750 Penalty: 4076.652344
	Iteration 42F: 3 clusters Score -451411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -664696.937500 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -664696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -659845.312500 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -659845.3 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -661219.562500 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -661219.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -661605.125000 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -661605.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -661895.250000 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -661895.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -662200.375000 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -662200.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -662489.812500 Penalty: 4272.702637
	Iteration 5F: 3 clusters Score -662489.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -662777.312500 Penalty: 4272.702637
	Iteration 6F: 3 clusters Score -662777.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -663036.312500 Penalty: 4272.702637
	Iteration 7F: 3 clusters Score -663036.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -663216.187500 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -663216.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -663361.312500 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -663361.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -663468.437500 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -663468.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -663537.937500 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -663537.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -663574.062500 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -663574.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -663598.125000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -663598.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -663616.000000 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -663616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -663623.937500 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -663623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -663630.062500 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -663630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -663632.125000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -663632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -663635.187500 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -663635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -663639.562500 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -663639.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -663645.312500 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -663645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -663646.750000 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -663646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -663647.500000 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -663647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -663649.187500 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -663649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -663648.625000 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -663648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -663649.125000 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -663649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -663650.062500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -663650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -663649.687500 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -663649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -663649.687500 Penalty: 4272.702637
	Iteration 28F: 3 clusters Score -663649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -567880.062500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -567880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -563646.687500 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -563646.7 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -564656.125000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -564656.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -564894.187500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -564894.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -565077.812500 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -565077.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -565296.000000 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -565296 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -565558.562500 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -565558.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -565800.625000 Penalty: 4167.729004
	Iteration 6F: 3 clusters Score -565800.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -566027.687500 Penalty: 4167.729004
	Iteration 7F: 3 clusters Score -566027.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -566206.500000 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -566206.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -566336.500000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -566336.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -566423.625000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -566423.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566469.000000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -566469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -566493.812500 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -566493.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -566515.625000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -566515.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -566533.937500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -566533.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -566545.625000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -566545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -566551.875000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -566551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -566558.375000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -566558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -566559.875000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -566559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -566563.125000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -566563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -566564.375000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -566564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -566563.562500 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -566563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -566564.500000 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -566564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -566565.500000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -566565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -566565.500000 Penalty: 4167.729004
	Iteration 24F: 3 clusters Score -566565.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -362615.781250 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -362615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -359462.812500 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -359462.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -360084.625000 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -360084.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -360254.500000 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -360254.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -360339.750000 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -360339.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -360386.062500 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -360386.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -360439.625000 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -360439.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -360476.312500 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -360476.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -360507.625000 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -360507.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -360530.656250 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -360530.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -360549.750000 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -360549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -360565.968750 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -360566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -360577.625000 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -360577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -360584.750000 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -360584.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -360596.218750 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -360596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -360609.093750 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -360609.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -360623.531250 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -360623.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -360634.843750 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -360634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -360642.437500 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -360642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -360650.250000 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -360650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -360655.375000 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -360655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -360661.062500 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -360661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -360668.406250 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -360668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -360676.125000 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -360676.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -360685.187500 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -360685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -360690.562500 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -360690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360695.406250 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -360695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -360701.187500 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -360701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -360707.625000 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -360707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -360714.937500 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -360714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -360720.687500 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -360720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -360727.468750 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -360727.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -360737.875000 Penalty: 3936.228760
	Iteration 31Q: 3 clusters Score -360737.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -360750.312500 Penalty: 3936.228760
	Iteration 32Q: 3 clusters Score -360750.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -360757.281250 Penalty: 3936.228760
	Iteration 33Q: 3 clusters Score -360757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360765.062500 Penalty: 3936.228760
	Iteration 34Q: 3 clusters Score -360765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360774.718750 Penalty: 3936.228760
	Iteration 35Q: 3 clusters Score -360774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360781.468750 Penalty: 3936.228760
	Iteration 36Q: 3 clusters Score -360781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -360790.062500 Penalty: 3936.228760
	Iteration 37Q: 3 clusters Score -360790.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -360797.468750 Penalty: 3936.228760
	Iteration 38Q: 3 clusters Score -360797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360803.218750 Penalty: 3936.228760
	Iteration 39Q: 3 clusters Score -360803.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -360808.593750 Penalty: 3936.228760
	Iteration 40F: 3 clusters Score -360808.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -360811.343750 Penalty: 3936.228760
	Iteration 41Q: 3 clusters Score -360811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -360812.781250 Penalty: 3936.228760
	Iteration 42Q: 3 clusters Score -360812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -360814.343750 Penalty: 3936.228760
	Iteration 43Q: 3 clusters Score -360814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -360814.718750 Penalty: 3936.228760
	Iteration 44Q: 3 clusters Score -360814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -360814.875000 Penalty: 3936.228760
	Iteration 45Q: 3 clusters Score -360814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -360817.187500 Penalty: 3936.228760
	Iteration 46Q: 3 clusters Score -360817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -360819.000000 Penalty: 3936.228760
	Iteration 47Q: 3 clusters Score -360819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -360820.781250 Penalty: 3936.228760
	Iteration 48Q: 3 clusters Score -360820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -360823.906250 Penalty: 3936.228760
	Iteration 49Q: 3 clusters Score -360823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -360825.750000 Penalty: 3936.228760
	Iteration 50Q: 3 clusters Score -360825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -360827.093750 Penalty: 3936.228760
	Iteration 51Q: 3 clusters Score -360827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360828.218750 Penalty: 3936.228760
	Iteration 52Q: 3 clusters Score -360828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360830.625000 Penalty: 3936.228760
	Iteration 53Q: 3 clusters Score -360830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360831.906250 Penalty: 3936.228760
	Iteration 54Q: 3 clusters Score -360831.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -360833.218750 Penalty: 3936.228760
	Iteration 55Q: 3 clusters Score -360833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360833.031250 Penalty: 3936.228760
	Iteration 56Q: 3 clusters Score -360833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -360833.531250 Penalty: 3936.228760
	Iteration 57Q: 3 clusters Score -360833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360835.343750 Penalty: 3936.228760
	Iteration 58Q: 3 clusters Score -360835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -360835.593750 Penalty: 3936.228760
	Iteration 59Q: 3 clusters Score -360835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -360835.593750 Penalty: 3936.228760
	Iteration 60F: 3 clusters Score -360835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -75649.304688 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -75649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74263.875000 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -74263.88 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74929.218750 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -74929.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -75416.875000 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -75416.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -75568.218750 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -75568.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -75635.132812 Penalty: 3226.868896
	Iteration 4Q: 3 clusters Score -75635.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -75659.328125 Penalty: 3226.868896
	Iteration 5Q: 3 clusters Score -75659.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -75670.179688 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -75670.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -75684.843750 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -75684.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -75684.843750 Penalty: 3226.868896
	Iteration 8F: 3 clusters Score -75684.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 538 members 
Mstep: Class 43 contains 131 members 
Entering Unmasked Estep 
Score: -111270280.000000 Penalty: 145996.140625
Splitting cluster 42 changes total score from -111271872.000000 to -111270280.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 91179 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271912.000000 Penalty: 142600.890625
Iteration 199Q: 43 clusters Score -1.112719e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29465 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52382 members 
Mstep: Class 11 contains 21655 members 
Mstep: Class 12 contains 91180 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83437 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113339 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271856.000000 Penalty: 142600.890625
Iteration 200F: 43 clusters Score -1.112719e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52400 members 
Mstep: Class 11 contains 21634 members 
Mstep: Class 12 contains 91182 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83436 members 
Mstep: Class 23 contains 19293 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113342 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5509 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271808.000000 Penalty: 142600.890625
Iteration 201Q: 43 clusters Score -1.112718e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29459 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52423 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 91182 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164255 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83436 members 
Mstep: Class 23 contains 19297 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113343 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5508 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271792.000000 Penalty: 142600.890625
Iteration 202Q: 43 clusters Score -1.112718e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29454 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52451 members 
Mstep: Class 11 contains 21583 members 
Mstep: Class 12 contains 91182 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164255 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83437 members 
Mstep: Class 23 contains 19294 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113347 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5507 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271784.000000 Penalty: 142600.890625
Iteration 203Q: 43 clusters Score -1.112718e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52489 members 
Mstep: Class 11 contains 21550 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164255 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83437 members 
Mstep: Class 23 contains 19290 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113348 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5506 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271872.000000 Penalty: 142600.890625
Iteration 204Q: 43 clusters Score -1.112719e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52534 members 
Mstep: Class 11 contains 21506 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164254 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83436 members 
Mstep: Class 23 contains 19291 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113349 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271880.000000 Penalty: 142600.890625
Iteration 205Q: 43 clusters Score -1.112719e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29453 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52567 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83436 members 
Mstep: Class 23 contains 19293 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7942 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113350 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271832.000000 Penalty: 142600.890625
Iteration 206Q: 43 clusters Score -1.112718e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52606 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83435 members 
Mstep: Class 23 contains 19290 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113351 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271760.000000 Penalty: 142600.890625
Iteration 207Q: 43 clusters Score -1.112718e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52643 members 
Mstep: Class 11 contains 21399 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83435 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113352 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271744.000000 Penalty: 142600.890625
Iteration 208Q: 43 clusters Score -1.112717e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52684 members 
Mstep: Class 11 contains 21358 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164250 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19290 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113354 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271712.000000 Penalty: 142600.890625
Iteration 209Q: 43 clusters Score -1.112717e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29453 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52717 members 
Mstep: Class 11 contains 21331 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164250 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19286 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271824.000000 Penalty: 142600.890625
Iteration 210Q: 43 clusters Score -1.112718e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29453 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52742 members 
Mstep: Class 11 contains 21304 members 
Mstep: Class 12 contains 91183 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83435 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271824.000000 Penalty: 142600.890625
Iteration 211Q: 43 clusters Score -1.112718e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29453 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52762 members 
Mstep: Class 11 contains 21285 members 
Mstep: Class 12 contains 91184 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83435 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5498 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271832.000000 Penalty: 142600.890625
Iteration 212Q: 43 clusters Score -1.112718e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52773 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 91186 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83435 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271776.000000 Penalty: 142600.890625
Iteration 213Q: 43 clusters Score -1.112718e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52791 members 
Mstep: Class 11 contains 21264 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83435 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271792.000000 Penalty: 142600.890625
Iteration 214Q: 43 clusters Score -1.112718e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52808 members 
Mstep: Class 11 contains 21249 members 
Mstep: Class 12 contains 91188 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271768.000000 Penalty: 142600.890625
Iteration 215Q: 43 clusters Score -1.112718e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52823 members 
Mstep: Class 11 contains 21233 members 
Mstep: Class 12 contains 91188 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271760.000000 Penalty: 142600.890625
Iteration 216Q: 43 clusters Score -1.112718e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52839 members 
Mstep: Class 11 contains 21213 members 
Mstep: Class 12 contains 91188 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7945 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271800.000000 Penalty: 142600.890625
Iteration 217Q: 43 clusters Score -1.112718e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52847 members 
Mstep: Class 11 contains 21200 members 
Mstep: Class 12 contains 91188 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19297 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271784.000000 Penalty: 142600.890625
Iteration 218Q: 43 clusters Score -1.112718e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52858 members 
Mstep: Class 11 contains 21185 members 
Mstep: Class 12 contains 91188 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18106 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271744.000000 Penalty: 142600.890625
Iteration 219Q: 43 clusters Score -1.112717e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52868 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164249 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19300 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271768.000000 Penalty: 142600.890625
Iteration 220F: 43 clusters Score -1.112718e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29453 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 52881 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164250 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19296 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18110 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5488 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271648.000000 Penalty: 142600.890625
Iteration 221Q: 43 clusters Score -1.112716e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52893 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164250 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19294 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18113 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113356 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271688.000000 Penalty: 142600.890625
Iteration 222Q: 43 clusters Score -1.112717e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29453 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 52904 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18114 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113355 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271720.000000 Penalty: 142600.890625
Iteration 223Q: 43 clusters Score -1.112717e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29452 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52916 members 
Mstep: Class 11 contains 21124 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19291 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113357 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271736.000000 Penalty: 142600.890625
Iteration 224Q: 43 clusters Score -1.112717e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52927 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271704.000000 Penalty: 142600.890625
Iteration 225Q: 43 clusters Score -1.112717e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52938 members 
Mstep: Class 11 contains 21105 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271712.000000 Penalty: 142600.890625
Iteration 226Q: 43 clusters Score -1.112717e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52950 members 
Mstep: Class 11 contains 21096 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19286 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271640.000000 Penalty: 142600.890625
Iteration 227Q: 43 clusters Score -1.112716e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52958 members 
Mstep: Class 11 contains 21093 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7946 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271616.000000 Penalty: 142600.890625
Iteration 228Q: 43 clusters Score -1.112716e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52963 members 
Mstep: Class 11 contains 21092 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19277 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271600.000000 Penalty: 142600.890625
Iteration 229Q: 43 clusters Score -1.112716e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52971 members 
Mstep: Class 11 contains 21089 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19273 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5487 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271616.000000 Penalty: 142600.890625
Iteration 230Q: 43 clusters Score -1.112716e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52981 members 
Mstep: Class 11 contains 21079 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19273 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5486 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271640.000000 Penalty: 142600.890625
Iteration 231Q: 43 clusters Score -1.112716e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52992 members 
Mstep: Class 11 contains 21068 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19273 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5486 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271688.000000 Penalty: 142600.890625
Iteration 232Q: 43 clusters Score -1.112717e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52996 members 
Mstep: Class 11 contains 21066 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19272 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5485 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271672.000000 Penalty: 142600.890625
Iteration 233Q: 43 clusters Score -1.112717e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52998 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19274 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5485 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271664.000000 Penalty: 142600.890625
Iteration 234Q: 43 clusters Score -1.112717e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 52999 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19274 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5485 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271680.000000 Penalty: 142600.890625
Iteration 235Q: 43 clusters Score -1.112717e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53001 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19273 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5484 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271680.000000 Penalty: 142600.890625
Iteration 236Q: 43 clusters Score -1.112717e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53002 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83434 members 
Mstep: Class 23 contains 19271 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3711 members 
Mstep: Class 39 contains 5484 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271664.000000 Penalty: 142600.890625
Iteration 237Q: 43 clusters Score -1.112717e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83433 members 
Mstep: Class 23 contains 19267 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5487 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271672.000000 Penalty: 142600.890625
Iteration 238Q: 43 clusters Score -1.112717e+08 nChanged 2
Entering ConstructFrom: 
Score: -111271672.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -2902741.000000 Penalty: 2485.781494
	Iteration 0F: 2 clusters Score -2902741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2887280.250000 Penalty: 4971.562988
	Iteration 0F: 3 clusters Score -2887280 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2892888.000000 Penalty: 4971.562988
	Iteration 1F: 3 clusters Score -2892888 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2894103.750000 Penalty: 4971.562988
	Iteration 2F: 3 clusters Score -2894104 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2895787.500000 Penalty: 4971.562988
	Iteration 3F: 3 clusters Score -2895788 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2897560.750000 Penalty: 4971.562988
	Iteration 4F: 3 clusters Score -2897561 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2899104.500000 Penalty: 4971.562988
	Iteration 5F: 3 clusters Score -2899104 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2900263.000000 Penalty: 4971.562988
	Iteration 6F: 3 clusters Score -2900263 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2901051.000000 Penalty: 4971.562988
	Iteration 7Q: 3 clusters Score -2901051 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2901621.500000 Penalty: 4971.562988
	Iteration 8Q: 3 clusters Score -2901622 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2902057.500000 Penalty: 4971.562988
	Iteration 9Q: 3 clusters Score -2902058 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2902387.000000 Penalty: 4971.562988
	Iteration 10Q: 3 clusters Score -2902387 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2902574.250000 Penalty: 4971.562988
	Iteration 11Q: 3 clusters Score -2902574 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2902683.750000 Penalty: 4971.562988
	Iteration 12Q: 3 clusters Score -2902684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2902740.000000 Penalty: 4971.562988
	Iteration 13Q: 3 clusters Score -2902740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2902757.000000 Penalty: 4971.562988
	Iteration 14Q: 3 clusters Score -2902757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2902779.750000 Penalty: 4971.562988
	Iteration 15Q: 3 clusters Score -2902780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2902797.750000 Penalty: 4971.562988
	Iteration 16Q: 3 clusters Score -2902798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2902802.250000 Penalty: 4971.562988
	Iteration 17Q: 3 clusters Score -2902802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2902807.000000 Penalty: 4971.562988
	Iteration 18Q: 3 clusters Score -2902807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2902814.750000 Penalty: 4971.562988
	Iteration 19Q: 3 clusters Score -2902815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2902813.500000 Penalty: 4971.562988
	Iteration 20F: 3 clusters Score -2902814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2902816.250000 Penalty: 4971.562988
	Iteration 21Q: 3 clusters Score -2902816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2902821.750000 Penalty: 4971.562988
	Iteration 22Q: 3 clusters Score -2902822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2902825.500000 Penalty: 4971.562988
	Iteration 23Q: 3 clusters Score -2902826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2902831.500000 Penalty: 4971.562988
	Iteration 24Q: 3 clusters Score -2902832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2902829.250000 Penalty: 4971.562988
	Iteration 25Q: 3 clusters Score -2902829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2902829.750000 Penalty: 4971.562988
	Iteration 26Q: 3 clusters Score -2902830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2902830.000000 Penalty: 4971.562988
	Iteration 27Q: 3 clusters Score -2902830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2902830.000000 Penalty: 4971.562988
	Iteration 28F: 3 clusters Score -2902830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 21077 members 
Entering Unmasked Estep 
Score: -111270592.000000 Penalty: 145996.140625
Splitting cluster 1 changes total score from -111271672.000000 to -111270592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -159436.640625 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -159436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -157228.906250 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -157228.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157870.828125 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -157870.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158139.250000 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -158139.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -158368.109375 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -158368.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158538.937500 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -158538.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -158657.859375 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -158657.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -158748.890625 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -158748.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -158819.968750 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -158820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -158839.968750 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -158840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -158848.937500 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -158848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -158855.281250 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -158855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -158870.281250 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -158870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -158886.703125 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -158886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158903.015625 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -158903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -158917.187500 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -158917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -158935.156250 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -158935.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -158962.375000 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -158962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158975.078125 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -158975.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -158987.515625 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -158987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -158989.000000 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -158989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -158995.734375 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -158995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -159006.578125 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -159006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -159015.500000 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -159015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -159018.984375 Penalty: 3625.369141
	Iteration 23Q: 3 clusters Score -159019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -159020.968750 Penalty: 3625.369141
	Iteration 24Q: 3 clusters Score -159021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -159024.250000 Penalty: 3625.369141
	Iteration 25Q: 3 clusters Score -159024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -159029.953125 Penalty: 3625.369141
	Iteration 26Q: 3 clusters Score -159030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -159037.296875 Penalty: 3625.369141
	Iteration 27Q: 3 clusters Score -159037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -159038.234375 Penalty: 3625.369141
	Iteration 28Q: 3 clusters Score -159038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -159038.234375 Penalty: 3625.369141
	Iteration 29F: 3 clusters Score -159038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -187252.843750 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -187252.8 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 860 members 
Entering Unmasked Estep 
Score: -184885.046875 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -184885 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185697.000000 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -185697 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -186505.000000 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -186505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -186856.312500 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -186856.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187051.546875 Penalty: 3689.438232
	Iteration 4F: 3 clusters Score -187051.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187171.578125 Penalty: 3689.438232
	Iteration 5Q: 3 clusters Score -187171.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187232.250000 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -187232.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -187280.859375 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -187280.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -187312.250000 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -187312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -187331.906250 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -187331.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187346.906250 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -187346.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -187355.703125 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -187355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -187359.640625 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -187359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187361.156250 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -187361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187362.609375 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -187362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187363.859375 Penalty: 3689.438232
	Iteration 15Q: 3 clusters Score -187363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187365.328125 Penalty: 3689.438232
	Iteration 16Q: 3 clusters Score -187365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187365.328125 Penalty: 3689.438232
	Iteration 17F: 3 clusters Score -187365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 594 members 
Entering Unmasked Estep 
Score: -111270256.000000 Penalty: 145996.140625
Splitting cluster 3 changes total score from -111271672.000000 to -111270256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Entering Unmasked Estep 
Score: -3586629.750000 Penalty: 2552.039795
	Iteration 0F: 2 clusters Score -3586630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3566403.000000 Penalty: 5104.079590
	Iteration 0F: 3 clusters Score -3566403 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3573872.250000 Penalty: 5104.079590
	Iteration 1F: 3 clusters Score -3573872 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3574610.500000 Penalty: 5104.079590
	Iteration 2F: 3 clusters Score -3574610 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3575392.000000 Penalty: 5104.079590
	Iteration 3F: 3 clusters Score -3575392 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3576237.750000 Penalty: 5104.079590
	Iteration 4F: 3 clusters Score -3576238 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3577127.000000 Penalty: 5104.079590
	Iteration 5F: 3 clusters Score -3577127 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3578020.000000 Penalty: 5104.079590
	Iteration 6F: 3 clusters Score -3578020 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3578849.750000 Penalty: 5104.079590
	Iteration 7F: 3 clusters Score -3578850 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3579714.250000 Penalty: 5104.079590
	Iteration 8Q: 3 clusters Score -3579714 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3580570.250000 Penalty: 5104.079590
	Iteration 9Q: 3 clusters Score -3580570 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3581372.500000 Penalty: 5104.079590
	Iteration 10Q: 3 clusters Score -3581372 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3582199.250000 Penalty: 5104.079590
	Iteration 11Q: 3 clusters Score -3582199 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3582920.750000 Penalty: 5104.079590
	Iteration 12Q: 3 clusters Score -3582921 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3583482.500000 Penalty: 5104.079590
	Iteration 13Q: 3 clusters Score -3583482 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3583882.500000 Penalty: 5104.079590
	Iteration 14Q: 3 clusters Score -3583882 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3584150.500000 Penalty: 5104.079590
	Iteration 15Q: 3 clusters Score -3584150 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3584396.000000 Penalty: 5104.079590
	Iteration 16Q: 3 clusters Score -3584396 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3584584.250000 Penalty: 5104.079590
	Iteration 17Q: 3 clusters Score -3584584 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3584761.500000 Penalty: 5104.079590
	Iteration 18Q: 3 clusters Score -3584762 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3584937.750000 Penalty: 5104.079590
	Iteration 19Q: 3 clusters Score -3584938 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3585126.000000 Penalty: 5104.079590
	Iteration 20F: 3 clusters Score -3585126 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3585234.500000 Penalty: 5104.079590
	Iteration 21Q: 3 clusters Score -3585234 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3585311.750000 Penalty: 5104.079590
	Iteration 22Q: 3 clusters Score -3585312 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3585392.750000 Penalty: 5104.079590
	Iteration 23Q: 3 clusters Score -3585393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3585415.750000 Penalty: 5104.079590
	Iteration 24Q: 3 clusters Score -3585416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3585450.750000 Penalty: 5104.079590
	Iteration 25Q: 3 clusters Score -3585451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3585465.250000 Penalty: 5104.079590
	Iteration 26Q: 3 clusters Score -3585465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3585475.500000 Penalty: 5104.079590
	Iteration 27Q: 3 clusters Score -3585476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3585489.500000 Penalty: 5104.079590
	Iteration 28Q: 3 clusters Score -3585490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3585509.250000 Penalty: 5104.079590
	Iteration 29Q: 3 clusters Score -3585509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3585519.250000 Penalty: 5104.079590
	Iteration 30Q: 3 clusters Score -3585519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3585526.750000 Penalty: 5104.079590
	Iteration 31Q: 3 clusters Score -3585527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3585529.500000 Penalty: 5104.079590
	Iteration 32Q: 3 clusters Score -3585530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3585538.750000 Penalty: 5104.079590
	Iteration 33Q: 3 clusters Score -3585539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3585538.000000 Penalty: 5104.079590
	Iteration 34Q: 3 clusters Score -3585538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3585549.250000 Penalty: 5104.079590
	Iteration 35Q: 3 clusters Score -3585549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3585546.000000 Penalty: 5104.079590
	Iteration 36Q: 3 clusters Score -3585546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3585557.250000 Penalty: 5104.079590
	Iteration 37Q: 3 clusters Score -3585557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3585549.750000 Penalty: 5104.079590
	Iteration 38Q: 3 clusters Score -3585550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3585560.250000 Penalty: 5104.079590
	Iteration 39Q: 3 clusters Score -3585560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3585562.000000 Penalty: 5104.079590
	Iteration 40F: 3 clusters Score -3585562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3585561.500000 Penalty: 5104.079590
	Iteration 41Q: 3 clusters Score -3585562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3585575.250000 Penalty: 5104.079590
	Iteration 42Q: 3 clusters Score -3585575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3585572.250000 Penalty: 5104.079590
	Iteration 43Q: 3 clusters Score -3585572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3585580.250000 Penalty: 5104.079590
	Iteration 44Q: 3 clusters Score -3585580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3585585.000000 Penalty: 5104.079590
	Iteration 45Q: 3 clusters Score -3585585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3585590.250000 Penalty: 5104.079590
	Iteration 46Q: 3 clusters Score -3585590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3585586.000000 Penalty: 5104.079590
	Iteration 47Q: 3 clusters Score -3585586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3585592.750000 Penalty: 5104.079590
	Iteration 48Q: 3 clusters Score -3585593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3585590.500000 Penalty: 5104.079590
	Iteration 49Q: 3 clusters Score -3585590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3585589.500000 Penalty: 5104.079590
	Iteration 50Q: 3 clusters Score -3585590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3585595.000000 Penalty: 5104.079590
	Iteration 51Q: 3 clusters Score -3585595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3585598.250000 Penalty: 5104.079590
	Iteration 52Q: 3 clusters Score -3585598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3585599.000000 Penalty: 5104.079590
	Iteration 53Q: 3 clusters Score -3585599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3585601.500000 Penalty: 5104.079590
	Iteration 54Q: 3 clusters Score -3585602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3585602.250000 Penalty: 5104.079590
	Iteration 55Q: 3 clusters Score -3585602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3585607.000000 Penalty: 5104.079590
	Iteration 56Q: 3 clusters Score -3585607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3585609.000000 Penalty: 5104.079590
	Iteration 57Q: 3 clusters Score -3585609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3585610.750000 Penalty: 5104.079590
	Iteration 58Q: 3 clusters Score -3585611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3585612.250000 Penalty: 5104.079590
	Iteration 59Q: 3 clusters Score -3585612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3585613.000000 Penalty: 5104.079590
	Iteration 60F: 3 clusters Score -3585613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -1029397.250000 Penalty: 2225.422607
	Iteration 0F: 2 clusters Score -1029397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1022977.125000 Penalty: 4450.845215
	Iteration 0F: 3 clusters Score -1022977 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1024727.500000 Penalty: 4450.845215
	Iteration 1F: 3 clusters Score -1024728 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1025021.062500 Penalty: 4450.845215
	Iteration 2F: 3 clusters Score -1025021 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1025230.125000 Penalty: 4450.845215
	Iteration 3F: 3 clusters Score -1025230 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1025401.687500 Penalty: 4450.845215
	Iteration 4Q: 3 clusters Score -1025402 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1025558.375000 Penalty: 4450.845215
	Iteration 5Q: 3 clusters Score -1025558 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1025700.625000 Penalty: 4450.845215
	Iteration 6Q: 3 clusters Score -1025701 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1025860.250000 Penalty: 4450.845215
	Iteration 7Q: 3 clusters Score -1025860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1026036.687500 Penalty: 4450.845215
	Iteration 8Q: 3 clusters Score -1026037 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1026184.687500 Penalty: 4450.845215
	Iteration 9Q: 3 clusters Score -1026185 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1026309.125000 Penalty: 4450.845215
	Iteration 10Q: 3 clusters Score -1026309 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1026439.062500 Penalty: 4450.845215
	Iteration 11Q: 3 clusters Score -1026439 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1026562.562500 Penalty: 4450.845215
	Iteration 12Q: 3 clusters Score -1026563 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1026653.625000 Penalty: 4450.845215
	Iteration 13Q: 3 clusters Score -1026654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1026732.062500 Penalty: 4450.845215
	Iteration 14Q: 3 clusters Score -1026732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1026810.125000 Penalty: 4450.845215
	Iteration 15Q: 3 clusters Score -1026810 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1026923.000000 Penalty: 4450.845215
	Iteration 16Q: 3 clusters Score -1026923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1027046.312500 Penalty: 4450.845215
	Iteration 17Q: 3 clusters Score -1027046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1027148.500000 Penalty: 4450.845215
	Iteration 18Q: 3 clusters Score -1027148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1027235.812500 Penalty: 4450.845215
	Iteration 19Q: 3 clusters Score -1027236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1027310.000000 Penalty: 4450.845215
	Iteration 20F: 3 clusters Score -1027310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1027399.312500 Penalty: 4450.845215
	Iteration 21Q: 3 clusters Score -1027399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1027466.500000 Penalty: 4450.845215
	Iteration 22Q: 3 clusters Score -1027466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1027511.812500 Penalty: 4450.845215
	Iteration 23Q: 3 clusters Score -1027512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1027546.562500 Penalty: 4450.845215
	Iteration 24Q: 3 clusters Score -1027547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1027567.750000 Penalty: 4450.845215
	Iteration 25Q: 3 clusters Score -1027568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1027594.687500 Penalty: 4450.845215
	Iteration 26Q: 3 clusters Score -1027595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1027613.125000 Penalty: 4450.845215
	Iteration 27Q: 3 clusters Score -1027613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1027629.750000 Penalty: 4450.845215
	Iteration 28Q: 3 clusters Score -1027630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1027635.937500 Penalty: 4450.845215
	Iteration 29Q: 3 clusters Score -1027636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1027644.250000 Penalty: 4450.845215
	Iteration 30Q: 3 clusters Score -1027644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1027647.312500 Penalty: 4450.845215
	Iteration 31Q: 3 clusters Score -1027647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1027648.125000 Penalty: 4450.845215
	Iteration 32Q: 3 clusters Score -1027648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1027649.750000 Penalty: 4450.845215
	Iteration 33Q: 3 clusters Score -1027650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1027649.875000 Penalty: 4450.845215
	Iteration 34Q: 3 clusters Score -1027650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1027649.875000 Penalty: 4450.845215
	Iteration 35F: 3 clusters Score -1027650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Entering Unmasked Estep 
Score: -6055386.000000 Penalty: 2666.419678
	Iteration 0F: 2 clusters Score -6055386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -6023916.000000 Penalty: 5332.839355
	Iteration 0F: 3 clusters Score -6023916 nChanged 21287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -6036147.500000 Penalty: 5332.839355
	Iteration 1F: 3 clusters Score -6036148 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -6037157.000000 Penalty: 5332.839355
	Iteration 2F: 3 clusters Score -6037157 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6038479.500000 Penalty: 5332.839355
	Iteration 3F: 3 clusters Score -6038480 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6040178.500000 Penalty: 5332.839355
	Iteration 4F: 3 clusters Score -6040178 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -6041886.000000 Penalty: 5332.839355
	Iteration 5F: 3 clusters Score -6041886 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -6043500.500000 Penalty: 5332.839355
	Iteration 6F: 3 clusters Score -6043500 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -6044870.000000 Penalty: 5332.839355
	Iteration 7F: 3 clusters Score -6044870 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6045978.000000 Penalty: 5332.839355
	Iteration 8Q: 3 clusters Score -6045978 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -6046945.000000 Penalty: 5332.839355
	Iteration 9Q: 3 clusters Score -6046945 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -6047801.500000 Penalty: 5332.839355
	Iteration 10Q: 3 clusters Score -6047802 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -6048705.500000 Penalty: 5332.839355
	Iteration 11Q: 3 clusters Score -6048706 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -6049549.000000 Penalty: 5332.839355
	Iteration 12Q: 3 clusters Score -6049549 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6050363.000000 Penalty: 5332.839355
	Iteration 13Q: 3 clusters Score -6050363 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -6050944.500000 Penalty: 5332.839355
	Iteration 14Q: 3 clusters Score -6050944 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -6051425.000000 Penalty: 5332.839355
	Iteration 15Q: 3 clusters Score -6051425 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -6051773.000000 Penalty: 5332.839355
	Iteration 16Q: 3 clusters Score -6051773 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -6052042.000000 Penalty: 5332.839355
	Iteration 17Q: 3 clusters Score -6052042 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -6052288.000000 Penalty: 5332.839355
	Iteration 18Q: 3 clusters Score -6052288 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -6052513.500000 Penalty: 5332.839355
	Iteration 19Q: 3 clusters Score -6052514 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -6052768.500000 Penalty: 5332.839355
	Iteration 20F: 3 clusters Score -6052768 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -6052961.500000 Penalty: 5332.839355
	Iteration 21Q: 3 clusters Score -6052962 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -6053169.000000 Penalty: 5332.839355
	Iteration 22Q: 3 clusters Score -6053169 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -6053288.000000 Penalty: 5332.839355
	Iteration 23Q: 3 clusters Score -6053288 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -6053377.500000 Penalty: 5332.839355
	Iteration 24Q: 3 clusters Score -6053378 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -6053490.500000 Penalty: 5332.839355
	Iteration 25Q: 3 clusters Score -6053490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -6053582.500000 Penalty: 5332.839355
	Iteration 26Q: 3 clusters Score -6053582 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6053641.500000 Penalty: 5332.839355
	Iteration 27Q: 3 clusters Score -6053642 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -6053720.500000 Penalty: 5332.839355
	Iteration 28Q: 3 clusters Score -6053720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -6053727.000000 Penalty: 5332.839355
	Iteration 29Q: 3 clusters Score -6053727 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -6053760.000000 Penalty: 5332.839355
	Iteration 30Q: 3 clusters Score -6053760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -6053777.500000 Penalty: 5332.839355
	Iteration 31Q: 3 clusters Score -6053778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -6053789.500000 Penalty: 5332.839355
	Iteration 32Q: 3 clusters Score -6053790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -6053807.000000 Penalty: 5332.839355
	Iteration 33Q: 3 clusters Score -6053807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -6053815.000000 Penalty: 5332.839355
	Iteration 34Q: 3 clusters Score -6053815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -6053818.000000 Penalty: 5332.839355
	Iteration 35Q: 3 clusters Score -6053818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -6053837.500000 Penalty: 5332.839355
	Iteration 36Q: 3 clusters Score -6053838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -6053827.000000 Penalty: 5332.839355
	Iteration 37Q: 3 clusters Score -6053827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -6053834.500000 Penalty: 5332.839355
	Iteration 38Q: 3 clusters Score -6053834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -6053849.500000 Penalty: 5332.839355
	Iteration 39Q: 3 clusters Score -6053850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -6053858.000000 Penalty: 5332.839355
	Iteration 40F: 3 clusters Score -6053858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -6053854.000000 Penalty: 5332.839355
	Iteration 41Q: 3 clusters Score -6053854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -6053865.000000 Penalty: 5332.839355
	Iteration 42Q: 3 clusters Score -6053865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -6053865.500000 Penalty: 5332.839355
	Iteration 43Q: 3 clusters Score -6053866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -6053859.500000 Penalty: 5332.839355
	Iteration 44Q: 3 clusters Score -6053860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -6053863.500000 Penalty: 5332.839355
	Iteration 45Q: 3 clusters Score -6053864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -6053856.500000 Penalty: 5332.839355
	Iteration 46Q: 3 clusters Score -6053856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6053871.000000 Penalty: 5332.839355
	Iteration 47Q: 3 clusters Score -6053871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -6053877.000000 Penalty: 5332.839355
	Iteration 48Q: 3 clusters Score -6053877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6053876.500000 Penalty: 5332.839355
	Iteration 49Q: 3 clusters Score -6053876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6053888.000000 Penalty: 5332.839355
	Iteration 50Q: 3 clusters Score -6053888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -6053878.000000 Penalty: 5332.839355
	Iteration 51Q: 3 clusters Score -6053878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6053886.000000 Penalty: 5332.839355
	Iteration 52Q: 3 clusters Score -6053886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -6053876.500000 Penalty: 5332.839355
	Iteration 53Q: 3 clusters Score -6053876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -6053875.000000 Penalty: 5332.839355
	Iteration 54Q: 3 clusters Score -6053875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -6053873.500000 Penalty: 5332.839355
	Iteration 55Q: 3 clusters Score -6053874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -6053867.500000 Penalty: 5332.839355
	Iteration 56Q: 3 clusters Score -6053868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -6053866.500000 Penalty: 5332.839355
	Iteration 57Q: 3 clusters Score -6053866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6053867.500000 Penalty: 5332.839355
	Iteration 58Q: 3 clusters Score -6053868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -6053875.000000 Penalty: 5332.839355
	Iteration 59Q: 3 clusters Score -6053875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -6053881.500000 Penalty: 5332.839355
	Iteration 60F: 3 clusters Score -6053882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -6053878.000000 Penalty: 5332.839355
	Iteration 61Q: 3 clusters Score -6053878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6053872.000000 Penalty: 5332.839355
	Iteration 62Q: 3 clusters Score -6053872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -6053873.500000 Penalty: 5332.839355
	Iteration 63Q: 3 clusters Score -6053874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -6053871.000000 Penalty: 5332.839355
	Iteration 64Q: 3 clusters Score -6053871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6053890.000000 Penalty: 5332.839355
	Iteration 65Q: 3 clusters Score -6053890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -6053885.500000 Penalty: 5332.839355
	Iteration 66Q: 3 clusters Score -6053886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -6053890.500000 Penalty: 5332.839355
	Iteration 67Q: 3 clusters Score -6053890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -6053881.000000 Penalty: 5332.839355
	Iteration 68Q: 3 clusters Score -6053881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -6053885.000000 Penalty: 5332.839355
	Iteration 69Q: 3 clusters Score -6053885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6053896.000000 Penalty: 5332.839355
	Iteration 70Q: 3 clusters Score -6053896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -6053898.000000 Penalty: 5332.839355
	Iteration 71Q: 3 clusters Score -6053898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6053914.000000 Penalty: 5332.839355
	Iteration 72Q: 3 clusters Score -6053914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -6053912.500000 Penalty: 5332.839355
	Iteration 73Q: 3 clusters Score -6053912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -6053909.500000 Penalty: 5332.839355
	Iteration 74Q: 3 clusters Score -6053910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6053912.000000 Penalty: 5332.839355
	Iteration 75Q: 3 clusters Score -6053912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -6053916.500000 Penalty: 5332.839355
	Iteration 76Q: 3 clusters Score -6053916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -6053915.000000 Penalty: 5332.839355
	Iteration 77Q: 3 clusters Score -6053915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -6053912.500000 Penalty: 5332.839355
	Iteration 78Q: 3 clusters Score -6053912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -6053913.000000 Penalty: 5332.839355
	Iteration 79Q: 3 clusters Score -6053913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -6053917.500000 Penalty: 5332.839355
	Iteration 80F: 3 clusters Score -6053918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -6053916.500000 Penalty: 5332.839355
	Iteration 81Q: 3 clusters Score -6053916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6053920.000000 Penalty: 5332.839355
	Iteration 82Q: 3 clusters Score -6053920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -6053926.000000 Penalty: 5332.839355
	Iteration 83Q: 3 clusters Score -6053926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6053923.000000 Penalty: 5332.839355
	Iteration 84Q: 3 clusters Score -6053923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -6053918.500000 Penalty: 5332.839355
	Iteration 85Q: 3 clusters Score -6053918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -6053921.500000 Penalty: 5332.839355
	Iteration 86Q: 3 clusters Score -6053922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -6053917.500000 Penalty: 5332.839355
	Iteration 87Q: 3 clusters Score -6053918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -6053917.500000 Penalty: 5332.839355
	Iteration 88F: 3 clusters Score -6053918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -702130.187500 Penalty: 2132.404297
	Iteration 0F: 2 clusters Score -702130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -697388.437500 Penalty: 4264.808594
	Iteration 0F: 3 clusters Score -697388.4 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -698551.750000 Penalty: 4264.808594
	Iteration 1F: 3 clusters Score -698551.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -698783.812500 Penalty: 4264.808594
	Iteration 2F: 3 clusters Score -698783.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -698929.250000 Penalty: 4264.808594
	Iteration 3Q: 3 clusters Score -698929.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -699042.625000 Penalty: 4264.808594
	Iteration 4Q: 3 clusters Score -699042.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -699131.500000 Penalty: 4264.808594
	Iteration 5Q: 3 clusters Score -699131.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -699203.875000 Penalty: 4264.808594
	Iteration 6Q: 3 clusters Score -699203.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -699268.875000 Penalty: 4264.808594
	Iteration 7Q: 3 clusters Score -699268.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -699312.187500 Penalty: 4264.808594
	Iteration 8Q: 3 clusters Score -699312.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -699348.937500 Penalty: 4264.808594
	Iteration 9Q: 3 clusters Score -699348.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -699380.000000 Penalty: 4264.808594
	Iteration 10Q: 3 clusters Score -699380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -699407.000000 Penalty: 4264.808594
	Iteration 11Q: 3 clusters Score -699407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -699434.437500 Penalty: 4264.808594
	Iteration 12Q: 3 clusters Score -699434.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -699466.937500 Penalty: 4264.808594
	Iteration 13Q: 3 clusters Score -699466.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -699496.562500 Penalty: 4264.808594
	Iteration 14Q: 3 clusters Score -699496.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -699525.125000 Penalty: 4264.808594
	Iteration 15Q: 3 clusters Score -699525.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -699565.062500 Penalty: 4264.808594
	Iteration 16Q: 3 clusters Score -699565.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -699598.250000 Penalty: 4264.808594
	Iteration 17Q: 3 clusters Score -699598.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -699632.375000 Penalty: 4264.808594
	Iteration 18Q: 3 clusters Score -699632.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -699666.500000 Penalty: 4264.808594
	Iteration 19Q: 3 clusters Score -699666.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -699703.875000 Penalty: 4264.808594
	Iteration 20F: 3 clusters Score -699703.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -699745.187500 Penalty: 4264.808594
	Iteration 21Q: 3 clusters Score -699745.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -699794.375000 Penalty: 4264.808594
	Iteration 22Q: 3 clusters Score -699794.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -699838.375000 Penalty: 4264.808594
	Iteration 23Q: 3 clusters Score -699838.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -699881.187500 Penalty: 4264.808594
	Iteration 24Q: 3 clusters Score -699881.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -699926.812500 Penalty: 4264.808594
	Iteration 25Q: 3 clusters Score -699926.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -699968.250000 Penalty: 4264.808594
	Iteration 26Q: 3 clusters Score -699968.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -700014.500000 Penalty: 4264.808594
	Iteration 27Q: 3 clusters Score -700014.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -700067.187500 Penalty: 4264.808594
	Iteration 28Q: 3 clusters Score -700067.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -700114.000000 Penalty: 4264.808594
	Iteration 29Q: 3 clusters Score -700114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -700146.687500 Penalty: 4264.808594
	Iteration 30Q: 3 clusters Score -700146.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -700173.187500 Penalty: 4264.808594
	Iteration 31Q: 3 clusters Score -700173.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -700189.750000 Penalty: 4264.808594
	Iteration 32Q: 3 clusters Score -700189.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -700205.187500 Penalty: 4264.808594
	Iteration 33Q: 3 clusters Score -700205.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -700221.812500 Penalty: 4264.808594
	Iteration 34Q: 3 clusters Score -700221.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -700238.562500 Penalty: 4264.808594
	Iteration 35Q: 3 clusters Score -700238.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -700252.187500 Penalty: 4264.808594
	Iteration 36Q: 3 clusters Score -700252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -700259.437500 Penalty: 4264.808594
	Iteration 37Q: 3 clusters Score -700259.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -700267.812500 Penalty: 4264.808594
	Iteration 38Q: 3 clusters Score -700267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -700274.250000 Penalty: 4264.808594
	Iteration 39Q: 3 clusters Score -700274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -700281.625000 Penalty: 4264.808594
	Iteration 40F: 3 clusters Score -700281.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -700289.437500 Penalty: 4264.808594
	Iteration 41Q: 3 clusters Score -700289.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -700296.875000 Penalty: 4264.808594
	Iteration 42Q: 3 clusters Score -700296.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -700307.937500 Penalty: 4264.808594
	Iteration 43Q: 3 clusters Score -700307.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -700319.187500 Penalty: 4264.808594
	Iteration 44Q: 3 clusters Score -700319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -700327.312500 Penalty: 4264.808594
	Iteration 45Q: 3 clusters Score -700327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -700333.437500 Penalty: 4264.808594
	Iteration 46Q: 3 clusters Score -700333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -700336.250000 Penalty: 4264.808594
	Iteration 47Q: 3 clusters Score -700336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -700337.125000 Penalty: 4264.808594
	Iteration 48Q: 3 clusters Score -700337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -700339.312500 Penalty: 4264.808594
	Iteration 49Q: 3 clusters Score -700339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -700342.562500 Penalty: 4264.808594
	Iteration 50Q: 3 clusters Score -700342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -700345.375000 Penalty: 4264.808594
	Iteration 51Q: 3 clusters Score -700345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -700353.062500 Penalty: 4264.808594
	Iteration 52Q: 3 clusters Score -700353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -700357.875000 Penalty: 4264.808594
	Iteration 53Q: 3 clusters Score -700357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -700357.562500 Penalty: 4264.808594
	Iteration 54Q: 3 clusters Score -700357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -700362.062500 Penalty: 4264.808594
	Iteration 55Q: 3 clusters Score -700362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -700366.937500 Penalty: 4264.808594
	Iteration 56Q: 3 clusters Score -700366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -700370.312500 Penalty: 4264.808594
	Iteration 57Q: 3 clusters Score -700370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -700375.125000 Penalty: 4264.808594
	Iteration 58Q: 3 clusters Score -700375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -700379.750000 Penalty: 4264.808594
	Iteration 59Q: 3 clusters Score -700379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -700386.687500 Penalty: 4264.808594
	Iteration 60F: 3 clusters Score -700386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -700388.687500 Penalty: 4264.808594
	Iteration 61Q: 3 clusters Score -700388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -700392.625000 Penalty: 4264.808594
	Iteration 62Q: 3 clusters Score -700392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -700392.625000 Penalty: 4264.808594
	Iteration 63Q: 3 clusters Score -700392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -700392.687500 Penalty: 4264.808594
	Iteration 64Q: 3 clusters Score -700392.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -700392.687500 Penalty: 4264.808594
	Iteration 65F: 3 clusters Score -700392.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -762138.062500 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -762138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -757018.187500 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -757018.2 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -758352.562500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -758352.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -758689.937500 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -758689.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -759004.750000 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -759004.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -759342.125000 Penalty: 4319.403320
	Iteration 4F: 3 clusters Score -759342.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -759673.375000 Penalty: 4319.403320
	Iteration 5F: 3 clusters Score -759673.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -760001.000000 Penalty: 4319.403320
	Iteration 6F: 3 clusters Score -760001 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -760249.125000 Penalty: 4319.403320
	Iteration 7F: 3 clusters Score -760249.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -760436.375000 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -760436.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -760567.625000 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -760567.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -760663.812500 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -760663.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -760723.062500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -760723.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -760754.250000 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -760754.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -760783.562500 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -760783.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -760818.312500 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -760818.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -760856.000000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -760856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -760893.375000 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -760893.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -760930.000000 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -760930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -760959.250000 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -760959.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -760995.187500 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -760995.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -761045.625000 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -761045.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -761089.812500 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -761089.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -761127.812500 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -761127.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -761167.687500 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -761167.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -761219.875000 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -761219.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -761296.062500 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -761296.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -761414.937500 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -761414.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -761542.812500 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -761542.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -761652.750000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -761652.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -761732.312500 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -761732.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -761772.062500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -761772.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -761800.000000 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -761800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -761818.687500 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -761818.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -761826.937500 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -761826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -761834.437500 Penalty: 4319.403320
	Iteration 34Q: 3 clusters Score -761834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -761838.062500 Penalty: 4319.403320
	Iteration 35Q: 3 clusters Score -761838.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -761840.500000 Penalty: 4319.403320
	Iteration 36Q: 3 clusters Score -761840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -761841.875000 Penalty: 4319.403320
	Iteration 37Q: 3 clusters Score -761841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -761842.562500 Penalty: 4319.403320
	Iteration 38Q: 3 clusters Score -761842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -761842.750000 Penalty: 4319.403320
	Iteration 39Q: 3 clusters Score -761842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -761844.812500 Penalty: 4319.403320
	Iteration 40F: 3 clusters Score -761844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -761845.062500 Penalty: 4319.403320
	Iteration 41Q: 3 clusters Score -761845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -761846.125000 Penalty: 4319.403320
	Iteration 42Q: 3 clusters Score -761846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -761845.562500 Penalty: 4319.403320
	Iteration 43Q: 3 clusters Score -761845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -761847.687500 Penalty: 4319.403320
	Iteration 44Q: 3 clusters Score -761847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -761847.062500 Penalty: 4319.403320
	Iteration 45Q: 3 clusters Score -761847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -761848.562500 Penalty: 4319.403320
	Iteration 46Q: 3 clusters Score -761848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -761848.562500 Penalty: 4319.403320
	Iteration 47F: 3 clusters Score -761848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -845877.125000 Penalty: 2183.100098
	Iteration 0F: 2 clusters Score -845877.1 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 3241 members 
Entering Unmasked Estep 
Score: -840321.250000 Penalty: 4366.200195
	Iteration 0F: 3 clusters Score -840321.2 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -841784.062500 Penalty: 4366.200195
	Iteration 1F: 3 clusters Score -841784.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -842136.875000 Penalty: 4366.200195
	Iteration 2F: 3 clusters Score -842136.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -842447.375000 Penalty: 4366.200195
	Iteration 3F: 3 clusters Score -842447.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -842808.437500 Penalty: 4366.200195
	Iteration 4F: 3 clusters Score -842808.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -843226.062500 Penalty: 4366.200195
	Iteration 5F: 3 clusters Score -843226.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -843662.125000 Penalty: 4366.200195
	Iteration 6F: 3 clusters Score -843662.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -844041.187500 Penalty: 4366.200195
	Iteration 7F: 3 clusters Score -844041.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -844308.750000 Penalty: 4366.200195
	Iteration 8Q: 3 clusters Score -844308.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -844478.562500 Penalty: 4366.200195
	Iteration 9Q: 3 clusters Score -844478.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -844580.687500 Penalty: 4366.200195
	Iteration 10Q: 3 clusters Score -844580.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -844642.625000 Penalty: 4366.200195
	Iteration 11Q: 3 clusters Score -844642.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -844683.937500 Penalty: 4366.200195
	Iteration 12Q: 3 clusters Score -844683.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -844709.125000 Penalty: 4366.200195
	Iteration 13Q: 3 clusters Score -844709.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -844726.812500 Penalty: 4366.200195
	Iteration 14Q: 3 clusters Score -844726.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -844736.375000 Penalty: 4366.200195
	Iteration 15Q: 3 clusters Score -844736.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -844743.875000 Penalty: 4366.200195
	Iteration 16Q: 3 clusters Score -844743.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -844751.000000 Penalty: 4366.200195
	Iteration 17Q: 3 clusters Score -844751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -844755.437500 Penalty: 4366.200195
	Iteration 18Q: 3 clusters Score -844755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -844758.812500 Penalty: 4366.200195
	Iteration 19Q: 3 clusters Score -844758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -844761.312500 Penalty: 4366.200195
	Iteration 20F: 3 clusters Score -844761.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -844763.562500 Penalty: 4366.200195
	Iteration 21Q: 3 clusters Score -844763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -844766.125000 Penalty: 4366.200195
	Iteration 22Q: 3 clusters Score -844766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -844766.500000 Penalty: 4366.200195
	Iteration 23Q: 3 clusters Score -844766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -844766.187500 Penalty: 4366.200195
	Iteration 24Q: 3 clusters Score -844766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -844768.125000 Penalty: 4366.200195
	Iteration 25Q: 3 clusters Score -844768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -844770.062500 Penalty: 4366.200195
	Iteration 26Q: 3 clusters Score -844770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -844772.125000 Penalty: 4366.200195
	Iteration 27Q: 3 clusters Score -844772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -844773.312500 Penalty: 4366.200195
	Iteration 28Q: 3 clusters Score -844773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -844773.750000 Penalty: 4366.200195
	Iteration 29Q: 3 clusters Score -844773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -844773.750000 Penalty: 4366.200195
	Iteration 30F: 3 clusters Score -844773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Entering Unmasked Estep 
Score: -6882896.500000 Penalty: 2697.769775
	Iteration 0F: 2 clusters Score -6882896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -6847137.000000 Penalty: 5395.539551
	Iteration 0F: 3 clusters Score -6847137 nChanged 24467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -6860743.500000 Penalty: 5395.539551
	Iteration 1F: 3 clusters Score -6860744 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -6861332.000000 Penalty: 5395.539551
	Iteration 2Q: 3 clusters Score -6861332 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6861835.500000 Penalty: 5395.539551
	Iteration 3Q: 3 clusters Score -6861836 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -6862318.500000 Penalty: 5395.539551
	Iteration 4Q: 3 clusters Score -6862318 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6862806.500000 Penalty: 5395.539551
	Iteration 5Q: 3 clusters Score -6862806 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -6863322.500000 Penalty: 5395.539551
	Iteration 6Q: 3 clusters Score -6863322 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -6864029.500000 Penalty: 5395.539551
	Iteration 7Q: 3 clusters Score -6864030 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -6864873.000000 Penalty: 5395.539551
	Iteration 8Q: 3 clusters Score -6864873 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -6865858.000000 Penalty: 5395.539551
	Iteration 9Q: 3 clusters Score -6865858 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -6866990.500000 Penalty: 5395.539551
	Iteration 10Q: 3 clusters Score -6866990 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -6868390.500000 Penalty: 5395.539551
	Iteration 11Q: 3 clusters Score -6868390 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -6869953.500000 Penalty: 5395.539551
	Iteration 12F: 3 clusters Score -6869954 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -6871712.000000 Penalty: 5395.539551
	Iteration 13F: 3 clusters Score -6871712 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -6873479.500000 Penalty: 5395.539551
	Iteration 14Q: 3 clusters Score -6873480 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6875233.000000 Penalty: 5395.539551
	Iteration 15Q: 3 clusters Score -6875233 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6876730.500000 Penalty: 5395.539551
	Iteration 16Q: 3 clusters Score -6876730 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6877798.500000 Penalty: 5395.539551
	Iteration 17Q: 3 clusters Score -6877798 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6878553.500000 Penalty: 5395.539551
	Iteration 18Q: 3 clusters Score -6878554 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6879084.500000 Penalty: 5395.539551
	Iteration 19Q: 3 clusters Score -6879084 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6879501.000000 Penalty: 5395.539551
	Iteration 20F: 3 clusters Score -6879501 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6879806.000000 Penalty: 5395.539551
	Iteration 21Q: 3 clusters Score -6879806 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6880015.500000 Penalty: 5395.539551
	Iteration 22Q: 3 clusters Score -6880016 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6880142.000000 Penalty: 5395.539551
	Iteration 23Q: 3 clusters Score -6880142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6880266.000000 Penalty: 5395.539551
	Iteration 24Q: 3 clusters Score -6880266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6880352.000000 Penalty: 5395.539551
	Iteration 25Q: 3 clusters Score -6880352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6880386.500000 Penalty: 5395.539551
	Iteration 26Q: 3 clusters Score -6880386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6880432.000000 Penalty: 5395.539551
	Iteration 27Q: 3 clusters Score -6880432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6880449.000000 Penalty: 5395.539551
	Iteration 28Q: 3 clusters Score -6880449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6880480.000000 Penalty: 5395.539551
	Iteration 29Q: 3 clusters Score -6880480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6880483.500000 Penalty: 5395.539551
	Iteration 30Q: 3 clusters Score -6880484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6880492.000000 Penalty: 5395.539551
	Iteration 31Q: 3 clusters Score -6880492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6880494.000000 Penalty: 5395.539551
	Iteration 32Q: 3 clusters Score -6880494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6880512.500000 Penalty: 5395.539551
	Iteration 33Q: 3 clusters Score -6880512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6880522.000000 Penalty: 5395.539551
	Iteration 34Q: 3 clusters Score -6880522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6880528.000000 Penalty: 5395.539551
	Iteration 35Q: 3 clusters Score -6880528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6880523.500000 Penalty: 5395.539551
	Iteration 36Q: 3 clusters Score -6880524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6880527.000000 Penalty: 5395.539551
	Iteration 37Q: 3 clusters Score -6880527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6880533.500000 Penalty: 5395.539551
	Iteration 38Q: 3 clusters Score -6880534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6880534.000000 Penalty: 5395.539551
	Iteration 39Q: 3 clusters Score -6880534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6880537.000000 Penalty: 5395.539551
	Iteration 40F: 3 clusters Score -6880537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6880545.500000 Penalty: 5395.539551
	Iteration 41Q: 3 clusters Score -6880546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6880545.500000 Penalty: 5395.539551
	Iteration 42F: 3 clusters Score -6880546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Entering Unmasked Estep 
Score: -2679203.750000 Penalty: 2468.895996
	Iteration 0F: 2 clusters Score -2679204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2664478.000000 Penalty: 4937.791992
	Iteration 0F: 3 clusters Score -2664478 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2669511.000000 Penalty: 4937.791992
	Iteration 1F: 3 clusters Score -2669511 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2669944.000000 Penalty: 4937.791992
	Iteration 2F: 3 clusters Score -2669944 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2670278.750000 Penalty: 4937.791992
	Iteration 3Q: 3 clusters Score -2670279 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2670590.250000 Penalty: 4937.791992
	Iteration 4Q: 3 clusters Score -2670590 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2670959.250000 Penalty: 4937.791992
	Iteration 5Q: 3 clusters Score -2670959 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2671358.750000 Penalty: 4937.791992
	Iteration 6Q: 3 clusters Score -2671359 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2671842.750000 Penalty: 4937.791992
	Iteration 7Q: 3 clusters Score -2671843 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2672404.500000 Penalty: 4937.791992
	Iteration 8Q: 3 clusters Score -2672404 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2673076.500000 Penalty: 4937.791992
	Iteration 9F: 3 clusters Score -2673076 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2673800.750000 Penalty: 4937.791992
	Iteration 10F: 3 clusters Score -2673801 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2674517.500000 Penalty: 4937.791992
	Iteration 11Q: 3 clusters Score -2674518 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2675202.500000 Penalty: 4937.791992
	Iteration 12Q: 3 clusters Score -2675202 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2675782.750000 Penalty: 4937.791992
	Iteration 13Q: 3 clusters Score -2675783 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2676227.000000 Penalty: 4937.791992
	Iteration 14Q: 3 clusters Score -2676227 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2676531.500000 Penalty: 4937.791992
	Iteration 15Q: 3 clusters Score -2676532 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2676711.500000 Penalty: 4937.791992
	Iteration 16Q: 3 clusters Score -2676712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2676826.000000 Penalty: 4937.791992
	Iteration 17Q: 3 clusters Score -2676826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2676893.500000 Penalty: 4937.791992
	Iteration 18Q: 3 clusters Score -2676894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2676931.250000 Penalty: 4937.791992
	Iteration 19Q: 3 clusters Score -2676931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2676953.000000 Penalty: 4937.791992
	Iteration 20F: 3 clusters Score -2676953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2676965.250000 Penalty: 4937.791992
	Iteration 21Q: 3 clusters Score -2676965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2676974.750000 Penalty: 4937.791992
	Iteration 22Q: 3 clusters Score -2676975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2676978.250000 Penalty: 4937.791992
	Iteration 23Q: 3 clusters Score -2676978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2676980.750000 Penalty: 4937.791992
	Iteration 24Q: 3 clusters Score -2676981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2676982.750000 Penalty: 4937.791992
	Iteration 25Q: 3 clusters Score -2676983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2676982.750000 Penalty: 4937.791992
	Iteration 26F: 3 clusters Score -2676983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Entering Unmasked Estep 
Score: -11939620.000000 Penalty: 2832.325684
	Iteration 0F: 2 clusters Score -1.193962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -11878541.000000 Penalty: 5664.651367
	Iteration 0F: 3 clusters Score -1.187854e+07 nChanged 42862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -11903124.000000 Penalty: 5664.651367
	Iteration 1F: 3 clusters Score -1.190312e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -11904460.000000 Penalty: 5664.651367
	Iteration 2Q: 3 clusters Score -1.190446e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -11906759.000000 Penalty: 5664.651367
	Iteration 3F: 3 clusters Score -1.190676e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -11910086.000000 Penalty: 5664.651367
	Iteration 4F: 3 clusters Score -1.191009e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -11914176.000000 Penalty: 5664.651367
	Iteration 5F: 3 clusters Score -1.191418e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -11918023.000000 Penalty: 5664.651367
	Iteration 6F: 3 clusters Score -1.191802e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -11920980.000000 Penalty: 5664.651367
	Iteration 7F: 3 clusters Score -1.192098e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -11923075.000000 Penalty: 5664.651367
	Iteration 8Q: 3 clusters Score -1.192308e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -11924961.000000 Penalty: 5664.651367
	Iteration 9Q: 3 clusters Score -1.192496e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -11926621.000000 Penalty: 5664.651367
	Iteration 10Q: 3 clusters Score -1.192662e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -11928593.000000 Penalty: 5664.651367
	Iteration 11Q: 3 clusters Score -1.192859e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -11930656.000000 Penalty: 5664.651367
	Iteration 12Q: 3 clusters Score -1.193066e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -11932525.000000 Penalty: 5664.651367
	Iteration 13Q: 3 clusters Score -1.193252e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11934097.000000 Penalty: 5664.651367
	Iteration 14Q: 3 clusters Score -1.19341e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -11935330.000000 Penalty: 5664.651367
	Iteration 15Q: 3 clusters Score -1.193533e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -11936152.000000 Penalty: 5664.651367
	Iteration 16Q: 3 clusters Score -1.193615e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -11936516.000000 Penalty: 5664.651367
	Iteration 17Q: 3 clusters Score -1.193652e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -11936764.000000 Penalty: 5664.651367
	Iteration 18Q: 3 clusters Score -1.193676e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -11936937.000000 Penalty: 5664.651367
	Iteration 19Q: 3 clusters Score -1.193694e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -11937058.000000 Penalty: 5664.651367
	Iteration 20F: 3 clusters Score -1.193706e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -11937115.000000 Penalty: 5664.651367
	Iteration 21Q: 3 clusters Score -1.193712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11937179.000000 Penalty: 5664.651367
	Iteration 22Q: 3 clusters Score -1.193718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -11937198.000000 Penalty: 5664.651367
	Iteration 23Q: 3 clusters Score -1.19372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -11937224.000000 Penalty: 5664.651367
	Iteration 24Q: 3 clusters Score -1.193722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -11937213.000000 Penalty: 5664.651367
	Iteration 25Q: 3 clusters Score -1.193721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -11937230.000000 Penalty: 5664.651367
	Iteration 26Q: 3 clusters Score -1.193723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -11937237.000000 Penalty: 5664.651367
	Iteration 27Q: 3 clusters Score -1.193724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -11937236.000000 Penalty: 5664.651367
	Iteration 28Q: 3 clusters Score -1.193724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -11937246.000000 Penalty: 5664.651367
	Iteration 29Q: 3 clusters Score -1.193725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -11937237.000000 Penalty: 5664.651367
	Iteration 30Q: 3 clusters Score -1.193724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -11937242.000000 Penalty: 5664.651367
	Iteration 31Q: 3 clusters Score -1.193724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -11937240.000000 Penalty: 5664.651367
	Iteration 32Q: 3 clusters Score -1.193724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -11937240.000000 Penalty: 5664.651367
	Iteration 33F: 3 clusters Score -1.193724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Entering Unmasked Estep 
Score: -2200414.500000 Penalty: 2418.242432
	Iteration 0F: 2 clusters Score -2200414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2188117.000000 Penalty: 4836.484863
	Iteration 0F: 3 clusters Score -2188117 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2192190.000000 Penalty: 4836.484863
	Iteration 1F: 3 clusters Score -2192190 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2192654.250000 Penalty: 4836.484863
	Iteration 2F: 3 clusters Score -2192654 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2193108.750000 Penalty: 4836.484863
	Iteration 3F: 3 clusters Score -2193109 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2193577.750000 Penalty: 4836.484863
	Iteration 4Q: 3 clusters Score -2193578 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2194174.000000 Penalty: 4836.484863
	Iteration 5F: 3 clusters Score -2194174 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2194924.000000 Penalty: 4836.484863
	Iteration 6F: 3 clusters Score -2194924 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2195838.000000 Penalty: 4836.484863
	Iteration 7F: 3 clusters Score -2195838 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2196732.250000 Penalty: 4836.484863
	Iteration 8F: 3 clusters Score -2196732 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2197500.750000 Penalty: 4836.484863
	Iteration 9F: 3 clusters Score -2197501 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2198056.500000 Penalty: 4836.484863
	Iteration 10Q: 3 clusters Score -2198056 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2198472.000000 Penalty: 4836.484863
	Iteration 11Q: 3 clusters Score -2198472 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2198682.500000 Penalty: 4836.484863
	Iteration 12Q: 3 clusters Score -2198682 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2198806.500000 Penalty: 4836.484863
	Iteration 13Q: 3 clusters Score -2198806 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2198879.250000 Penalty: 4836.484863
	Iteration 14Q: 3 clusters Score -2198879 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2198926.000000 Penalty: 4836.484863
	Iteration 15Q: 3 clusters Score -2198926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2198968.000000 Penalty: 4836.484863
	Iteration 16Q: 3 clusters Score -2198968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2198992.750000 Penalty: 4836.484863
	Iteration 17Q: 3 clusters Score -2198993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2199007.000000 Penalty: 4836.484863
	Iteration 18Q: 3 clusters Score -2199007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2199025.000000 Penalty: 4836.484863
	Iteration 19Q: 3 clusters Score -2199025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2199037.500000 Penalty: 4836.484863
	Iteration 20F: 3 clusters Score -2199038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2199052.500000 Penalty: 4836.484863
	Iteration 21Q: 3 clusters Score -2199052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2199061.750000 Penalty: 4836.484863
	Iteration 22Q: 3 clusters Score -2199062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2199066.750000 Penalty: 4836.484863
	Iteration 23Q: 3 clusters Score -2199067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2199070.750000 Penalty: 4836.484863
	Iteration 24Q: 3 clusters Score -2199071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2199074.750000 Penalty: 4836.484863
	Iteration 25Q: 3 clusters Score -2199075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2199080.250000 Penalty: 4836.484863
	Iteration 26Q: 3 clusters Score -2199080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2199087.500000 Penalty: 4836.484863
	Iteration 27Q: 3 clusters Score -2199088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2199088.750000 Penalty: 4836.484863
	Iteration 28Q: 3 clusters Score -2199089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2199095.750000 Penalty: 4836.484863
	Iteration 29Q: 3 clusters Score -2199096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2199094.500000 Penalty: 4836.484863
	Iteration 30Q: 3 clusters Score -2199094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2199100.500000 Penalty: 4836.484863
	Iteration 31Q: 3 clusters Score -2199100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2199098.500000 Penalty: 4836.484863
	Iteration 32Q: 3 clusters Score -2199098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2199096.250000 Penalty: 4836.484863
	Iteration 33Q: 3 clusters Score -2199096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2199096.750000 Penalty: 4836.484863
	Iteration 34Q: 3 clusters Score -2199097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2199097.000000 Penalty: 4836.484863
	Iteration 35Q: 3 clusters Score -2199097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2199102.000000 Penalty: 4836.484863
	Iteration 36Q: 3 clusters Score -2199102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2199103.500000 Penalty: 4836.484863
	Iteration 37Q: 3 clusters Score -2199104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2199104.250000 Penalty: 4836.484863
	Iteration 38Q: 3 clusters Score -2199104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2199108.500000 Penalty: 4836.484863
	Iteration 39Q: 3 clusters Score -2199108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2199106.750000 Penalty: 4836.484863
	Iteration 40F: 3 clusters Score -2199107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2199105.000000 Penalty: 4836.484863
	Iteration 41Q: 3 clusters Score -2199105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2199104.750000 Penalty: 4836.484863
	Iteration 42Q: 3 clusters Score -2199105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2199108.750000 Penalty: 4836.484863
	Iteration 43Q: 3 clusters Score -2199109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2199109.750000 Penalty: 4836.484863
	Iteration 44Q: 3 clusters Score -2199110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2199104.500000 Penalty: 4836.484863
	Iteration 45Q: 3 clusters Score -2199104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2199106.000000 Penalty: 4836.484863
	Iteration 46Q: 3 clusters Score -2199106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2199104.250000 Penalty: 4836.484863
	Iteration 47Q: 3 clusters Score -2199104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2199111.250000 Penalty: 4836.484863
	Iteration 48Q: 3 clusters Score -2199111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2199109.750000 Penalty: 4836.484863
	Iteration 49Q: 3 clusters Score -2199110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2199111.000000 Penalty: 4836.484863
	Iteration 50Q: 3 clusters Score -2199111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2199108.500000 Penalty: 4836.484863
	Iteration 51Q: 3 clusters Score -2199108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2199114.000000 Penalty: 4836.484863
	Iteration 52Q: 3 clusters Score -2199114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2199110.500000 Penalty: 4836.484863
	Iteration 53Q: 3 clusters Score -2199110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2199114.000000 Penalty: 4836.484863
	Iteration 54Q: 3 clusters Score -2199114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2199116.250000 Penalty: 4836.484863
	Iteration 55Q: 3 clusters Score -2199116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2199115.500000 Penalty: 4836.484863
	Iteration 56Q: 3 clusters Score -2199116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2199116.000000 Penalty: 4836.484863
	Iteration 57Q: 3 clusters Score -2199116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2199118.500000 Penalty: 4836.484863
	Iteration 58Q: 3 clusters Score -2199118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2199118.750000 Penalty: 4836.484863
	Iteration 59Q: 3 clusters Score -2199119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2199114.750000 Penalty: 4836.484863
	Iteration 60F: 3 clusters Score -2199115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2199116.750000 Penalty: 4836.484863
	Iteration 61Q: 3 clusters Score -2199117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2199118.000000 Penalty: 4836.484863
	Iteration 62Q: 3 clusters Score -2199118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2199118.000000 Penalty: 4836.484863
	Iteration 63Q: 3 clusters Score -2199118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2199118.750000 Penalty: 4836.484863
	Iteration 64Q: 3 clusters Score -2199119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2199121.000000 Penalty: 4836.484863
	Iteration 65Q: 3 clusters Score -2199121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2199121.250000 Penalty: 4836.484863
	Iteration 66Q: 3 clusters Score -2199121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2199121.250000 Penalty: 4836.484863
	Iteration 67F: 3 clusters Score -2199121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -35408.562500 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -35408.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34196.183594 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -34196.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34425.035156 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -34425.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34550.125000 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -34550.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34694.660156 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -34694.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34727.035156 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -34727.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34733.820312 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -34733.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34742.968750 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -34742.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34745.656250 Penalty: 2854.848145
	Iteration 7Q: 3 clusters Score -34745.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34749.925781 Penalty: 2854.848145
	Iteration 8Q: 3 clusters Score -34749.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34761.785156 Penalty: 2854.848145
	Iteration 9Q: 3 clusters Score -34761.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34764.464844 Penalty: 2854.848145
	Iteration 10Q: 3 clusters Score -34764.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34764.464844 Penalty: 2854.848145
	Iteration 11F: 3 clusters Score -34764.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Entering Unmasked Estep 
Score: -6909988.000000 Penalty: 2693.940918
	Iteration 0F: 2 clusters Score -6909988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -6875161.000000 Penalty: 5387.881836
	Iteration 0F: 3 clusters Score -6875161 nChanged 24027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6888277.500000 Penalty: 5387.881836
	Iteration 1F: 3 clusters Score -6888278 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -6888771.500000 Penalty: 5387.881836
	Iteration 2Q: 3 clusters Score -6888772 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6889337.000000 Penalty: 5387.881836
	Iteration 3Q: 3 clusters Score -6889337 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -6889899.500000 Penalty: 5387.881836
	Iteration 4Q: 3 clusters Score -6889900 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6890462.000000 Penalty: 5387.881836
	Iteration 5Q: 3 clusters Score -6890462 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6891169.000000 Penalty: 5387.881836
	Iteration 6Q: 3 clusters Score -6891169 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6892026.500000 Penalty: 5387.881836
	Iteration 7Q: 3 clusters Score -6892026 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -6893039.000000 Penalty: 5387.881836
	Iteration 8Q: 3 clusters Score -6893039 nChanged 2428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -6894213.500000 Penalty: 5387.881836
	Iteration 9Q: 3 clusters Score -6894214 nChanged 2547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6895622.500000 Penalty: 5387.881836
	Iteration 10Q: 3 clusters Score -6895622 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6897281.000000 Penalty: 5387.881836
	Iteration 11Q: 3 clusters Score -6897281 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6899025 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6900807 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6902479 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -6903715.000000 Penalty: 5387.881836
	Iteration 15Q: 3 clusters Score -6903715 nChanged 1494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6904463.500000 Penalty: 5387.881836
	Iteration 16Q: 3 clusters Score -6904464 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6904785.000000 Penalty: 5387.881836
	Iteration 17Q: 3 clusters Score -6904785 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -6904962.500000 Penalty: 5387.881836
	Iteration 18Q: 3 clusters Score -6904962 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6905088 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -6905157.000000 Penalty: 5387.881836
	Iteration 20F: 3 clusters Score -6905157 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -6905207.000000 Penalty: 5387.881836
	Iteration 21Q: 3 clusters Score -6905207 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -6905240.500000 Penalty: 5387.881836
	Iteration 22Q: 3 clusters Score -6905240 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6905283.000000 Penalty: 5387.881836
	Iteration 23Q: 3 clusters Score -6905283 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6905341.000000 Penalty: 5387.881836
	Iteration 24Q: 3 clusters Score -6905341 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -6905322.000000 Penalty: 5387.881836
	Iteration 25Q: 3 clusters Score -6905322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -6905315.000000 Penalty: 5387.881836
	Iteration 26Q: 3 clusters Score -6905315 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -6905333.500000 Penalty: 5387.881836
	Iteration 27Q: 3 clusters Score -6905334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -6905326.000000 Penalty: 5387.881836
	Iteration 28Q: 3 clusters Score -6905326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -6905330.500000 Penalty: 5387.881836
	Iteration 29Q: 3 clusters Score -6905330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6905331.500000 Penalty: 5387.881836
	Iteration 30Q: 3 clusters Score -6905332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -6905329.000000 Penalty: 5387.881836
	Iteration 31Q: 3 clusters Score -6905329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -6905345.500000 Penalty: 5387.881836
	Iteration 32Q: 3 clusters Score -6905346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -6905329.500000 Penalty: 5387.881836
	Iteration 33Q: 3 clusters Score -6905330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -6905328.000000 Penalty: 5387.881836
	Iteration 34Q: 3 clusters Score -6905328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -6905334.000000 Penalty: 5387.881836
	Iteration 35Q: 3 clusters Score -6905334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6905345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -6905358.000000 Penalty: 5387.881836
	Iteration 37Q: 3 clusters Score -6905358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6905354.000000 Penalty: 5387.881836
	Iteration 38Q: 3 clusters Score -6905354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6905358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -6905338.000000 Penalty: 5387.881836
	Iteration 40F: 3 clusters Score -6905338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6905352 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6905357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6905358 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6905358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6905365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6905366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -6905372.500000 Penalty: 5387.881836
	Iteration 47Q: 3 clusters Score -6905372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -6905386.000000 Penalty: 5387.881836
	Iteration 48Q: 3 clusters Score -6905386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -6905383.500000 Penalty: 5387.881836
	Iteration 49Q: 3 clusters Score -6905384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -6905384.500000 Penalty: 5387.881836
	Iteration 50Q: 3 clusters Score -6905384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -6905387.500000 Penalty: 5387.881836
	Iteration 51Q: 3 clusters Score -6905388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -6905380.500000 Penalty: 5387.881836
	Iteration 52Q: 3 clusters Score -6905380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -6905382.000000 Penalty: 5387.881836
	Iteration 53Q: 3 clusters Score -6905382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6905382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6905365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -6905369.500000 Penalty: 5387.881836
	Iteration 56Q: 3 clusters Score -6905370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -6905362.000000 Penalty: 5387.881836
	Iteration 57Q: 3 clusters Score -6905362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6905366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -6905371.500000 Penalty: 5387.881836
	Iteration 59Q: 3 clusters Score -6905372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -6905369.500000 Penalty: 5387.881836
	Iteration 60F: 3 clusters Score -6905370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6905368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6905368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -6905367.500000 Penalty: 5387.881836
	Iteration 63Q: 3 clusters Score -6905368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -6905365.500000 Penalty: 5387.881836
	Iteration 64Q: 3 clusters Score -6905366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -6905369.000000 Penalty: 5387.881836
	Iteration 65Q: 3 clusters Score -6905369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -6905380.500000 Penalty: 5387.881836
	Iteration 66Q: 3 clusters Score -6905380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -6905374.000000 Penalty: 5387.881836
	Iteration 67Q: 3 clusters Score -6905374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -6905375.500000 Penalty: 5387.881836
	Iteration 68Q: 3 clusters Score -6905376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -6905384.500000 Penalty: 5387.881836
	Iteration 69Q: 3 clusters Score -6905384 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -6905390.000000 Penalty: 5387.881836
	Iteration 70Q: 3 clusters Score -6905390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6905394.000000 Penalty: 5387.881836
	Iteration 71Q: 3 clusters Score -6905394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6905400.000000 Penalty: 5387.881836
	Iteration 72Q: 3 clusters Score -6905400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -6905415.000000 Penalty: 5387.881836
	Iteration 73Q: 3 clusters Score -6905415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -6905404.000000 Penalty: 5387.881836
	Iteration 74Q: 3 clusters Score -6905404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -6905425.500000 Penalty: 5387.881836
	Iteration 75Q: 3 clusters Score -6905426 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -6905427.000000 Penalty: 5387.881836
	Iteration 76Q: 3 clusters Score -6905427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -6905432.500000 Penalty: 5387.881836
	Iteration 77Q: 3 clusters Score -6905432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -6905433.500000 Penalty: 5387.881836
	Iteration 78Q: 3 clusters Score -6905434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -6905451.500000 Penalty: 5387.881836
	Iteration 79Q: 3 clusters Score -6905452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -6905435.000000 Penalty: 5387.881836
	Iteration 80F: 3 clusters Score -6905435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -6905431.000000 Penalty: 5387.881836
	Iteration 81Q: 3 clusters Score -6905431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -6905447.500000 Penalty: 5387.881836
	Iteration 82Q: 3 clusters Score -6905448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -6905442.500000 Penalty: 5387.881836
	Iteration 83Q: 3 clusters Score -6905442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -6905437.000000 Penalty: 5387.881836
	Iteration 84Q: 3 clusters Score -6905437 nChanged 57
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Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6905436 nChanged 67
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Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -6905434.500000 Penalty: 5387.881836
	Iteration 86Q: 3 clusters Score -6905434 nChanged 71
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Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6905446 nChanged 66
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Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -6905457.500000 Penalty: 5387.881836
	Iteration 88Q: 3 clusters Score -6905458 nChanged 65
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Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6905457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6905458 nChanged 46
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Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6905454.000000 Penalty: 5387.881836
	Iteration 91Q: 3 clusters Score -6905454 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -6905440.000000 Penalty: 5387.881836
	Iteration 92Q: 3 clusters Score -6905440 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6905447 nChanged 59
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Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -6905439.500000 Penalty: 5387.881836
	Iteration 94Q: 3 clusters Score -6905440 nChanged 54
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Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6905426 nChanged 47
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Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6905440 nChanged 55
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Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6905457 nChanged 49
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Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -6905460.000000 Penalty: 5387.881836
	Iteration 98Q: 3 clusters Score -6905460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6905455.500000 Penalty: 5387.881836
	Iteration 99Q: 3 clusters Score -6905456 nChanged 42
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Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6905458 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -6905461.000000 Penalty: 5387.881836
	Iteration 101Q: 3 clusters Score -6905461 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6905461 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6905474 nChanged 41
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Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6905472 nChanged 34
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Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6905484 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6905476 nChanged 30
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Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6905493 nChanged 29
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Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6905500 nChanged 36
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Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6905520 nChanged 34
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Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6905512 nChanged 36
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Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6905527 nChanged 35
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Mstep: Class 1 contains 41190 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6905508 nChanged 31
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Mstep: Class 1 contains 41221 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6905508 nChanged 28
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Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6905516 nChanged 24
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Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6905507 nChanged 26
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Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6905519 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6905520 nChanged 23
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Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6905520 nChanged 21
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Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6905514 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6905514 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6905518 nChanged 33
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Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6905526 nChanged 36
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Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6905522 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6905534 nChanged 39
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Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6905542 nChanged 40
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Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6905548 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6905536 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6905534 nChanged 47
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Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6905534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6905532 nChanged 55
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Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6905542 nChanged 59
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Mstep: Class 1 contains 42072 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6905556 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6905558 nChanged 61
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Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6905562 nChanged 59
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Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6905581 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6905564 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6905602 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6905591 nChanged 48
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Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6905607 nChanged 52
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Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6905610 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6905602 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6905615 nChanged 48
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Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6905621 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6905628 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6905607 nChanged 34
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Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6905603 nChanged 35
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Mstep: Class 1 contains 42780 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6905612 nChanged 30
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Mstep: Class 1 contains 42810 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6905612 nChanged 30
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Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6905614 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6905634 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6905620 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6905617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6905626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6905632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -6905636.500000 Penalty: 5387.881836
	Iteration 160F: 3 clusters Score -6905636 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6905620 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6905633 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6905623.000000 Penalty: 5387.881836
	Iteration 163Q: 3 clusters Score -6905623 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6905634 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6905634 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6905640 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6905650 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6905658 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6905648 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6905653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6905650 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6905653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6905654 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6905669 nChanged 43
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Mstep: Class 1 contains 43552 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6905674 nChanged 38
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Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 8601 members 
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	Iteration 176Q: 3 clusters Score -6905687 nChanged 43
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Mstep: Class 1 contains 43631 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6905682 nChanged 52
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Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6905696 nChanged 51
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Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6905706 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -6905689.000000 Penalty: 5387.881836
	Iteration 180F: 3 clusters Score -6905689 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6905696 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6905696 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6905709 nChanged 75
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Mstep: Class 1 contains 44017 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6905714 nChanged 71
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Mstep: Class 1 contains 44088 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6905710 nChanged 78
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Mstep: Class 1 contains 44164 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6905722 nChanged 72
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Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6905724 nChanged 81
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Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6905747 nChanged 83
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Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6905762 nChanged 75
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Mstep: Class 1 contains 44473 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6905778 nChanged 64
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Mstep: Class 1 contains 44537 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6905794 nChanged 81
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Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6905807 nChanged 79
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Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6905817.500000 Penalty: 5387.881836
	Iteration 193Q: 3 clusters Score -6905818 nChanged 84
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Mstep: Class 1 contains 44781 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6905832 nChanged 102
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Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6905820.500000 Penalty: 5387.881836
	Iteration 195Q: 3 clusters Score -6905820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -6905817.000000 Penalty: 5387.881836
	Iteration 196Q: 3 clusters Score -6905817 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6905839.000000 Penalty: 5387.881836
	Iteration 197Q: 3 clusters Score -6905839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -6905863.500000 Penalty: 5387.881836
	Iteration 198Q: 3 clusters Score -6905864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6905866.500000 Penalty: 5387.881836
	Iteration 199Q: 3 clusters Score -6905866 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -6905878.000000 Penalty: 5387.881836
	Iteration 200F: 3 clusters Score -6905878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6905926.500000 Penalty: 5387.881836
	Iteration 201Q: 3 clusters Score -6905926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6905964.000000 Penalty: 5387.881836
	Iteration 202Q: 3 clusters Score -6905964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -6905993.500000 Penalty: 5387.881836
	Iteration 203Q: 3 clusters Score -6905994 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -6906037.500000 Penalty: 5387.881836
	Iteration 204Q: 3 clusters Score -6906038 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -6906066.500000 Penalty: 5387.881836
	Iteration 205Q: 3 clusters Score -6906066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -6906083.500000 Penalty: 5387.881836
	Iteration 206Q: 3 clusters Score -6906084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -6906090.500000 Penalty: 5387.881836
	Iteration 207Q: 3 clusters Score -6906090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6906131.500000 Penalty: 5387.881836
	Iteration 208Q: 3 clusters Score -6906132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -6906133.500000 Penalty: 5387.881836
	Iteration 209Q: 3 clusters Score -6906134 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6906162.000000 Penalty: 5387.881836
	Iteration 210Q: 3 clusters Score -6906162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6906196.500000 Penalty: 5387.881836
	Iteration 211Q: 3 clusters Score -6906196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -6906211.500000 Penalty: 5387.881836
	Iteration 212Q: 3 clusters Score -6906212 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6906268.500000 Penalty: 5387.881836
	Iteration 213Q: 3 clusters Score -6906268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6906305.000000 Penalty: 5387.881836
	Iteration 214Q: 3 clusters Score -6906305 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -6906373.000000 Penalty: 5387.881836
	Iteration 215Q: 3 clusters Score -6906373 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6906415.500000 Penalty: 5387.881836
	Iteration 216Q: 3 clusters Score -6906416 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6906509.000000 Penalty: 5387.881836
	Iteration 217Q: 3 clusters Score -6906509 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6906570.000000 Penalty: 5387.881836
	Iteration 218Q: 3 clusters Score -6906570 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6906684.000000 Penalty: 5387.881836
	Iteration 219Q: 3 clusters Score -6906684 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6906743.000000 Penalty: 5387.881836
	Iteration 220F: 3 clusters Score -6906743 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6906848.500000 Penalty: 5387.881836
	Iteration 221Q: 3 clusters Score -6906848 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6906958.000000 Penalty: 5387.881836
	Iteration 222Q: 3 clusters Score -6906958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6907015.000000 Penalty: 5387.881836
	Iteration 223Q: 3 clusters Score -6907015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6907109.500000 Penalty: 5387.881836
	Iteration 224Q: 3 clusters Score -6907110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6907166.500000 Penalty: 5387.881836
	Iteration 225Q: 3 clusters Score -6907166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6907223.500000 Penalty: 5387.881836
	Iteration 226Q: 3 clusters Score -6907224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6907270.500000 Penalty: 5387.881836
	Iteration 227Q: 3 clusters Score -6907270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6907295.500000 Penalty: 5387.881836
	Iteration 228Q: 3 clusters Score -6907296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6907345.500000 Penalty: 5387.881836
	Iteration 229Q: 3 clusters Score -6907346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6907367.000000 Penalty: 5387.881836
	Iteration 230Q: 3 clusters Score -6907367 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6907414.500000 Penalty: 5387.881836
	Iteration 231Q: 3 clusters Score -6907414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6907444.000000 Penalty: 5387.881836
	Iteration 232Q: 3 clusters Score -6907444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6907475.000000 Penalty: 5387.881836
	Iteration 233Q: 3 clusters Score -6907475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6907485.500000 Penalty: 5387.881836
	Iteration 234Q: 3 clusters Score -6907486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6907492.000000 Penalty: 5387.881836
	Iteration 235Q: 3 clusters Score -6907492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6907504.000000 Penalty: 5387.881836
	Iteration 236Q: 3 clusters Score -6907504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6907509.500000 Penalty: 5387.881836
	Iteration 237Q: 3 clusters Score -6907510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6907531.000000 Penalty: 5387.881836
	Iteration 238Q: 3 clusters Score -6907531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6907528.500000 Penalty: 5387.881836
	Iteration 239Q: 3 clusters Score -6907528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6907543.500000 Penalty: 5387.881836
	Iteration 240F: 3 clusters Score -6907544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6907556.000000 Penalty: 5387.881836
	Iteration 241Q: 3 clusters Score -6907556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6907572.000000 Penalty: 5387.881836
	Iteration 242Q: 3 clusters Score -6907572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6907572.500000 Penalty: 5387.881836
	Iteration 243Q: 3 clusters Score -6907572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6907591.000000 Penalty: 5387.881836
	Iteration 244Q: 3 clusters Score -6907591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6907593.000000 Penalty: 5387.881836
	Iteration 245Q: 3 clusters Score -6907593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6907599.500000 Penalty: 5387.881836
	Iteration 246Q: 3 clusters Score -6907600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6907605.000000 Penalty: 5387.881836
	Iteration 247Q: 3 clusters Score -6907605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6907608.500000 Penalty: 5387.881836
	Iteration 248Q: 3 clusters Score -6907608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6907618.000000 Penalty: 5387.881836
	Iteration 249Q: 3 clusters Score -6907618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6907621.500000 Penalty: 5387.881836
	Iteration 250Q: 3 clusters Score -6907622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6907620.000000 Penalty: 5387.881836
	Iteration 251Q: 3 clusters Score -6907620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6907625.500000 Penalty: 5387.881836
	Iteration 252Q: 3 clusters Score -6907626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6907626.500000 Penalty: 5387.881836
	Iteration 253Q: 3 clusters Score -6907626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6907628.500000 Penalty: 5387.881836
	Iteration 254Q: 3 clusters Score -6907628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6907623.000000 Penalty: 5387.881836
	Iteration 255Q: 3 clusters Score -6907623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6907623.000000 Penalty: 5387.881836
	Iteration 256F: 3 clusters Score -6907623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Entering Unmasked Estep 
Score: -1622456.500000 Penalty: 2339.364990
	Iteration 0F: 2 clusters Score -1622456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1613223.750000 Penalty: 4678.729980
	Iteration 0F: 3 clusters Score -1613224 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1616085.000000 Penalty: 4678.729980
	Iteration 1F: 3 clusters Score -1616085 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1616413.625000 Penalty: 4678.729980
	Iteration 2F: 3 clusters Score -1616414 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1616647.625000 Penalty: 4678.729980
	Iteration 3Q: 3 clusters Score -1616648 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1616832.500000 Penalty: 4678.729980
	Iteration 4Q: 3 clusters Score -1616832 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1617000.750000 Penalty: 4678.729980
	Iteration 5Q: 3 clusters Score -1617001 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1617171.500000 Penalty: 4678.729980
	Iteration 6Q: 3 clusters Score -1617172 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1617382.000000 Penalty: 4678.729980
	Iteration 7Q: 3 clusters Score -1617382 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1617628.500000 Penalty: 4678.729980
	Iteration 8Q: 3 clusters Score -1617628 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1617888.875000 Penalty: 4678.729980
	Iteration 9Q: 3 clusters Score -1617889 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1618181.500000 Penalty: 4678.729980
	Iteration 10Q: 3 clusters Score -1618182 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1618474.000000 Penalty: 4678.729980
	Iteration 11Q: 3 clusters Score -1618474 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1618751.750000 Penalty: 4678.729980
	Iteration 12Q: 3 clusters Score -1618752 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1619062.875000 Penalty: 4678.729980
	Iteration 13Q: 3 clusters Score -1619063 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1619326.000000 Penalty: 4678.729980
	Iteration 14Q: 3 clusters Score -1619326 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1619591.375000 Penalty: 4678.729980
	Iteration 15Q: 3 clusters Score -1619591 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1619803.250000 Penalty: 4678.729980
	Iteration 16Q: 3 clusters Score -1619803 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1619993.875000 Penalty: 4678.729980
	Iteration 17Q: 3 clusters Score -1619994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1620121.375000 Penalty: 4678.729980
	Iteration 18Q: 3 clusters Score -1620121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1620223.125000 Penalty: 4678.729980
	Iteration 19Q: 3 clusters Score -1620223 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1620297.500000 Penalty: 4678.729980
	Iteration 20F: 3 clusters Score -1620298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1620362.625000 Penalty: 4678.729980
	Iteration 21Q: 3 clusters Score -1620363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1620401.125000 Penalty: 4678.729980
	Iteration 22Q: 3 clusters Score -1620401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1620430.750000 Penalty: 4678.729980
	Iteration 23Q: 3 clusters Score -1620431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1620454.125000 Penalty: 4678.729980
	Iteration 24Q: 3 clusters Score -1620454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1620469.125000 Penalty: 4678.729980
	Iteration 25Q: 3 clusters Score -1620469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1620483.875000 Penalty: 4678.729980
	Iteration 26Q: 3 clusters Score -1620484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1620494.625000 Penalty: 4678.729980
	Iteration 27Q: 3 clusters Score -1620495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1620499.000000 Penalty: 4678.729980
	Iteration 28Q: 3 clusters Score -1620499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1620502.000000 Penalty: 4678.729980
	Iteration 29Q: 3 clusters Score -1620502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1620507.875000 Penalty: 4678.729980
	Iteration 30Q: 3 clusters Score -1620508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1620510.500000 Penalty: 4678.729980
	Iteration 31Q: 3 clusters Score -1620510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1620517.125000 Penalty: 4678.729980
	Iteration 32Q: 3 clusters Score -1620517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1620519.250000 Penalty: 4678.729980
	Iteration 33Q: 3 clusters Score -1620519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1620525.125000 Penalty: 4678.729980
	Iteration 34Q: 3 clusters Score -1620525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1620526.750000 Penalty: 4678.729980
	Iteration 35Q: 3 clusters Score -1620527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1620528.875000 Penalty: 4678.729980
	Iteration 36Q: 3 clusters Score -1620529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1620528.000000 Penalty: 4678.729980
	Iteration 37Q: 3 clusters Score -1620528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1620528.000000 Penalty: 4678.729980
	Iteration 38F: 3 clusters Score -1620528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -593397.937500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -593397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -589139.750000 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -589139.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -590102.937500 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -590102.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -590297.687500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -590297.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -590408.250000 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -590408.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -590492.437500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -590492.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -590560.312500 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -590560.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -590618.062500 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -590618.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -590663.125000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -590663.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -590698.187500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -590698.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -590734.375000 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -590734.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -590774.625000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -590774.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -590823.687500 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -590823.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -590870.312500 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -590870.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -590919.812500 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -590919.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -590963.125000 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -590963.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -590991.312500 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -590991.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -591017.812500 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -591017.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -591046.125000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -591046.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -591070.562500 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -591070.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -591092.625000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -591092.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -591111.062500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -591111.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -591129.062500 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -591129.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -591145.187500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -591145.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -591160.375000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -591160.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -591170.375000 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -591170.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -591182.312500 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -591182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -591194.687500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -591194.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -591201.312500 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -591201.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -591204.875000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -591204.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -591210.250000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -591210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -591214.625000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -591214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -591221.250000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -591221.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -591228.625000 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -591228.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -591239.000000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -591239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -591243.625000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -591243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -591248.875000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -591248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -591252.187500 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -591252.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -591257.937500 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -591257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -591261.125000 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -591261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -591264.875000 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -591264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -591269.062500 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -591269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -591272.125000 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -591272.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -591276.000000 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -591276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -591278.187500 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -591278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -591279.687500 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -591279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -591283.437500 Penalty: 4182.199219
	Iteration 45Q: 3 clusters Score -591283.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -591289.625000 Penalty: 4182.199219
	Iteration 46Q: 3 clusters Score -591289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -591293.687500 Penalty: 4182.199219
	Iteration 47Q: 3 clusters Score -591293.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -591297.062500 Penalty: 4182.199219
	Iteration 48Q: 3 clusters Score -591297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -591300.062500 Penalty: 4182.199219
	Iteration 49Q: 3 clusters Score -591300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -591303.875000 Penalty: 4182.199219
	Iteration 50Q: 3 clusters Score -591303.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -591309.625000 Penalty: 4182.199219
	Iteration 51Q: 3 clusters Score -591309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -591314.187500 Penalty: 4182.199219
	Iteration 52Q: 3 clusters Score -591314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -591318.125000 Penalty: 4182.199219
	Iteration 53Q: 3 clusters Score -591318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -591323.937500 Penalty: 4182.199219
	Iteration 54Q: 3 clusters Score -591323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -591324.250000 Penalty: 4182.199219
	Iteration 55Q: 3 clusters Score -591324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -591325.000000 Penalty: 4182.199219
	Iteration 56Q: 3 clusters Score -591325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -591324.875000 Penalty: 4182.199219
	Iteration 57Q: 3 clusters Score -591324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -591324.562500 Penalty: 4182.199219
	Iteration 58Q: 3 clusters Score -591324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -591324.812500 Penalty: 4182.199219
	Iteration 59Q: 3 clusters Score -591324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -591326.375000 Penalty: 4182.199219
	Iteration 60F: 3 clusters Score -591326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -591327.250000 Penalty: 4182.199219
	Iteration 61Q: 3 clusters Score -591327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -591327.437500 Penalty: 4182.199219
	Iteration 62Q: 3 clusters Score -591327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -591329.375000 Penalty: 4182.199219
	Iteration 63Q: 3 clusters Score -591329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -591329.125000 Penalty: 4182.199219
	Iteration 64Q: 3 clusters Score -591329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -591329.125000 Penalty: 4182.199219
	Iteration 65F: 3 clusters Score -591329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -297904.468750 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -297904.5 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 1192 members 
Entering Unmasked Estep 
Score: -295058.968750 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -295059 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -295605.468750 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -295605.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -295757.687500 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -295757.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -295834.812500 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -295834.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -295877.343750 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -295877.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -295910.093750 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -295910.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295940.312500 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -295940.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295963.312500 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -295963.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -295981.125000 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -295981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -295995.156250 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -295995.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -296005.187500 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -296005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -296017.312500 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -296017.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -296026.156250 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296026.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -296034.968750 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -296042.312500 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -296048.437500 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296048.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -296052.812500 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -296054.500000 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296057.875000 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -296063.656250 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296063.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -296069.406250 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -296073.031250 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -296073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -296077.031250 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -296077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -296078.500000 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -296078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -296079.875000 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -296079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -296081.656250 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -296081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -296084.000000 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -296084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -296085.187500 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -296085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296086.125000 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -296086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -296087.906250 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -296087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -296088.500000 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -296088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -296090.062500 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -296090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296092.375000 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -296092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -296094.468750 Penalty: 3857.161377
	Iteration 33Q: 3 clusters Score -296094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -296096.218750 Penalty: 3857.161377
	Iteration 34Q: 3 clusters Score -296096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -296100.656250 Penalty: 3857.161377
	Iteration 35Q: 3 clusters Score -296100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -296106.437500 Penalty: 3857.161377
	Iteration 36Q: 3 clusters Score -296106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -296110.812500 Penalty: 3857.161377
	Iteration 37Q: 3 clusters Score -296110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -296115.531250 Penalty: 3857.161377
	Iteration 38Q: 3 clusters Score -296115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -296117.843750 Penalty: 3857.161377
	Iteration 39Q: 3 clusters Score -296117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -296119.875000 Penalty: 3857.161377
	Iteration 40F: 3 clusters Score -296119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -296124.875000 Penalty: 3857.161377
	Iteration 41Q: 3 clusters Score -296124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -296133.218750 Penalty: 3857.161377
	Iteration 42Q: 3 clusters Score -296133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -296136.531250 Penalty: 3857.161377
	Iteration 43Q: 3 clusters Score -296136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -296138.718750 Penalty: 3857.161377
	Iteration 44Q: 3 clusters Score -296138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -296138.968750 Penalty: 3857.161377
	Iteration 45Q: 3 clusters Score -296139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -296140.875000 Penalty: 3857.161377
	Iteration 46Q: 3 clusters Score -296140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -296144.062500 Penalty: 3857.161377
	Iteration 47Q: 3 clusters Score -296144.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -296146.187500 Penalty: 3857.161377
	Iteration 48Q: 3 clusters Score -296146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -296150.218750 Penalty: 3857.161377
	Iteration 49Q: 3 clusters Score -296150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -296151.062500 Penalty: 3857.161377
	Iteration 50Q: 3 clusters Score -296151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -296151.562500 Penalty: 3857.161377
	Iteration 51Q: 3 clusters Score -296151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -296154.875000 Penalty: 3857.161377
	Iteration 52Q: 3 clusters Score -296154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -296156.437500 Penalty: 3857.161377
	Iteration 53Q: 3 clusters Score -296156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296156.375000 Penalty: 3857.161377
	Iteration 54Q: 3 clusters Score -296156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -296157.531250 Penalty: 3857.161377
	Iteration 55Q: 3 clusters Score -296157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -296159.281250 Penalty: 3857.161377
	Iteration 56Q: 3 clusters Score -296159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -296159.281250 Penalty: 3857.161377
	Iteration 57F: 3 clusters Score -296159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Entering Unmasked Estep 
Score: -988538.062500 Penalty: 2219.378174
	Iteration 0F: 2 clusters Score -988538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -982316.750000 Penalty: 4438.756348
	Iteration 0F: 3 clusters Score -982316.8 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -984047.500000 Penalty: 4438.756348
	Iteration 1F: 3 clusters Score -984047.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -984433.875000 Penalty: 4438.756348
	Iteration 2F: 3 clusters Score -984433.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -984755.500000 Penalty: 4438.756348
	Iteration 3F: 3 clusters Score -984755.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -985056.812500 Penalty: 4438.756348
	Iteration 4F: 3 clusters Score -985056.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -985442.687500 Penalty: 4438.756348
	Iteration 5F: 3 clusters Score -985442.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -985856.187500 Penalty: 4438.756348
	Iteration 6F: 3 clusters Score -985856.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -986261.437500 Penalty: 4438.756348
	Iteration 7F: 3 clusters Score -986261.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -986598.437500 Penalty: 4438.756348
	Iteration 8Q: 3 clusters Score -986598.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -986869.750000 Penalty: 4438.756348
	Iteration 9Q: 3 clusters Score -986869.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -987066.875000 Penalty: 4438.756348
	Iteration 10Q: 3 clusters Score -987066.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -987234.437500 Penalty: 4438.756348
	Iteration 11Q: 3 clusters Score -987234.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -987358.000000 Penalty: 4438.756348
	Iteration 12Q: 3 clusters Score -987358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -987476.750000 Penalty: 4438.756348
	Iteration 13Q: 3 clusters Score -987476.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -987588.937500 Penalty: 4438.756348
	Iteration 14Q: 3 clusters Score -987588.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -987672.875000 Penalty: 4438.756348
	Iteration 15Q: 3 clusters Score -987672.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -987749.875000 Penalty: 4438.756348
	Iteration 16Q: 3 clusters Score -987749.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -987802.500000 Penalty: 4438.756348
	Iteration 17Q: 3 clusters Score -987802.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -987830.875000 Penalty: 4438.756348
	Iteration 18Q: 3 clusters Score -987830.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -987848.812500 Penalty: 4438.756348
	Iteration 19Q: 3 clusters Score -987848.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -987864.375000 Penalty: 4438.756348
	Iteration 20F: 3 clusters Score -987864.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -987877.062500 Penalty: 4438.756348
	Iteration 21Q: 3 clusters Score -987877.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -987883.250000 Penalty: 4438.756348
	Iteration 22Q: 3 clusters Score -987883.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -987890.187500 Penalty: 4438.756348
	Iteration 23Q: 3 clusters Score -987890.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -987900.625000 Penalty: 4438.756348
	Iteration 24Q: 3 clusters Score -987900.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -987909.437500 Penalty: 4438.756348
	Iteration 25Q: 3 clusters Score -987909.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -987922.187500 Penalty: 4438.756348
	Iteration 26Q: 3 clusters Score -987922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -987925.437500 Penalty: 4438.756348
	Iteration 27Q: 3 clusters Score -987925.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -987930.625000 Penalty: 4438.756348
	Iteration 28Q: 3 clusters Score -987930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -987938.375000 Penalty: 4438.756348
	Iteration 29Q: 3 clusters Score -987938.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -987942.937500 Penalty: 4438.756348
	Iteration 30Q: 3 clusters Score -987942.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -987950.187500 Penalty: 4438.756348
	Iteration 31Q: 3 clusters Score -987950.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -987955.187500 Penalty: 4438.756348
	Iteration 32Q: 3 clusters Score -987955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -987958.187500 Penalty: 4438.756348
	Iteration 33Q: 3 clusters Score -987958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -987965.875000 Penalty: 4438.756348
	Iteration 34Q: 3 clusters Score -987965.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -987971.375000 Penalty: 4438.756348
	Iteration 35Q: 3 clusters Score -987971.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -987973.687500 Penalty: 4438.756348
	Iteration 36Q: 3 clusters Score -987973.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -987978.250000 Penalty: 4438.756348
	Iteration 37Q: 3 clusters Score -987978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -987978.500000 Penalty: 4438.756348
	Iteration 38Q: 3 clusters Score -987978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -987981.312500 Penalty: 4438.756348
	Iteration 39Q: 3 clusters Score -987981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -987982.062500 Penalty: 4438.756348
	Iteration 40F: 3 clusters Score -987982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -987981.687500 Penalty: 4438.756348
	Iteration 41Q: 3 clusters Score -987981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -987984.687500 Penalty: 4438.756348
	Iteration 42Q: 3 clusters Score -987984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -987986.812500 Penalty: 4438.756348
	Iteration 43Q: 3 clusters Score -987986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -987988.187500 Penalty: 4438.756348
	Iteration 44Q: 3 clusters Score -987988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -987985.875000 Penalty: 4438.756348
	Iteration 45Q: 3 clusters Score -987985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -987985.875000 Penalty: 4438.756348
	Iteration 46F: 3 clusters Score -987985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Entering Unmasked Estep 
Score: -21513408.000000 Penalty: 2978.272461
	Iteration 0F: 2 clusters Score -2.151341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -21403686.000000 Penalty: 5956.544922
	Iteration 0F: 3 clusters Score -2.140369e+07 nChanged 78804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -21449440.000000 Penalty: 5956.544922
	Iteration 1F: 3 clusters Score -2.144944e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -21450368.000000 Penalty: 5956.544922
	Iteration 2Q: 3 clusters Score -2.145037e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -21451754.000000 Penalty: 5956.544922
	Iteration 3Q: 3 clusters Score -2.145175e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -21453206.000000 Penalty: 5956.544922
	Iteration 4Q: 3 clusters Score -2.145321e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -21455892.000000 Penalty: 5956.544922
	Iteration 5Q: 3 clusters Score -2.145589e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -21460284.000000 Penalty: 5956.544922
	Iteration 6F: 3 clusters Score -2.146028e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -21467986.000000 Penalty: 5956.544922
	Iteration 7F: 3 clusters Score -2.146799e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -21479748.000000 Penalty: 5956.544922
	Iteration 8F: 3 clusters Score -2.147975e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145168 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -21493136.000000 Penalty: 5956.544922
	Iteration 9F: 3 clusters Score -2.149314e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -21502942.000000 Penalty: 5956.544922
	Iteration 10F: 3 clusters Score -2.150294e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160412 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -21507788.000000 Penalty: 5956.544922
	Iteration 11Q: 3 clusters Score -2.150779e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162547 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21509608.000000 Penalty: 5956.544922
	Iteration 12Q: 3 clusters Score -2.150961e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163269 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21510320.000000 Penalty: 5956.544922
	Iteration 13Q: 3 clusters Score -2.151032e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21510558.000000 Penalty: 5956.544922
	Iteration 14Q: 3 clusters Score -2.151056e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21510694.000000 Penalty: 5956.544922
	Iteration 15Q: 3 clusters Score -2.151069e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21510784.000000 Penalty: 5956.544922
	Iteration 16Q: 3 clusters Score -2.151078e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21510818.000000 Penalty: 5956.544922
	Iteration 17Q: 3 clusters Score -2.151082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21510866.000000 Penalty: 5956.544922
	Iteration 18Q: 3 clusters Score -2.151087e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21510926.000000 Penalty: 5956.544922
	Iteration 19Q: 3 clusters Score -2.151093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21510930.000000 Penalty: 5956.544922
	Iteration 20F: 3 clusters Score -2.151093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21510956.000000 Penalty: 5956.544922
	Iteration 21Q: 3 clusters Score -2.151096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21510978.000000 Penalty: 5956.544922
	Iteration 22Q: 3 clusters Score -2.151098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21510980.000000 Penalty: 5956.544922
	Iteration 23Q: 3 clusters Score -2.151098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21510996.000000 Penalty: 5956.544922
	Iteration 24Q: 3 clusters Score -2.1511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -21511018.000000 Penalty: 5956.544922
	Iteration 25Q: 3 clusters Score -2.151102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21511020.000000 Penalty: 5956.544922
	Iteration 26Q: 3 clusters Score -2.151102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21511004.000000 Penalty: 5956.544922
	Iteration 27Q: 3 clusters Score -2.1511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21511030.000000 Penalty: 5956.544922
	Iteration 28Q: 3 clusters Score -2.151103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21511044.000000 Penalty: 5956.544922
	Iteration 29Q: 3 clusters Score -2.151104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21511068.000000 Penalty: 5956.544922
	Iteration 30Q: 3 clusters Score -2.151107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21511090.000000 Penalty: 5956.544922
	Iteration 31Q: 3 clusters Score -2.151109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21511096.000000 Penalty: 5956.544922
	Iteration 32Q: 3 clusters Score -2.15111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21511124.000000 Penalty: 5956.544922
	Iteration 33Q: 3 clusters Score -2.151112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -21511124.000000 Penalty: 5956.544922
	Iteration 34Q: 3 clusters Score -2.151112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -21511120.000000 Penalty: 5956.544922
	Iteration 35Q: 3 clusters Score -2.151112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163467 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -21511136.000000 Penalty: 5956.544922
	Iteration 36Q: 3 clusters Score -2.151114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -21511128.000000 Penalty: 5956.544922
	Iteration 37Q: 3 clusters Score -2.151113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -21511136.000000 Penalty: 5956.544922
	Iteration 38Q: 3 clusters Score -2.151114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21511142.000000 Penalty: 5956.544922
	Iteration 39Q: 3 clusters Score -2.151114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21511138.000000 Penalty: 5956.544922
	Iteration 40F: 3 clusters Score -2.151114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -21511140.000000 Penalty: 5956.544922
	Iteration 41Q: 3 clusters Score -2.151114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -21511146.000000 Penalty: 5956.544922
	Iteration 42Q: 3 clusters Score -2.151115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -21511144.000000 Penalty: 5956.544922
	Iteration 43Q: 3 clusters Score -2.151114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5956.544922
	Iteration 44Q: 3 clusters Score -2.151116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -21511156.000000 Penalty: 5956.544922
	Iteration 45Q: 3 clusters Score -2.151116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -21511156.000000 Penalty: 5956.544922
	Iteration 46F: 3 clusters Score -2.151116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1783043.000000 Penalty: 2378.830566
	Iteration 0F: 2 clusters Score -1783043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1772414.000000 Penalty: 4757.661133
	Iteration 0F: 3 clusters Score -1772414 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1775979.875000 Penalty: 4757.661133
	Iteration 1F: 3 clusters Score -1775980 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1776480.750000 Penalty: 4757.661133
	Iteration 2F: 3 clusters Score -1776481 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1776954.375000 Penalty: 4757.661133
	Iteration 3F: 3 clusters Score -1776954 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1777343.125000 Penalty: 4757.661133
	Iteration 4F: 3 clusters Score -1777343 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1777672.375000 Penalty: 4757.661133
	Iteration 5Q: 3 clusters Score -1777672 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1777945.125000 Penalty: 4757.661133
	Iteration 6Q: 3 clusters Score -1777945 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1778249.625000 Penalty: 4757.661133
	Iteration 7Q: 3 clusters Score -1778250 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1778603.125000 Penalty: 4757.661133
	Iteration 8Q: 3 clusters Score -1778603 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1779022.000000 Penalty: 4757.661133
	Iteration 9Q: 3 clusters Score -1779022 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1779460.000000 Penalty: 4757.661133
	Iteration 10Q: 3 clusters Score -1779460 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1779892.375000 Penalty: 4757.661133
	Iteration 11Q: 3 clusters Score -1779892 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1780312.000000 Penalty: 4757.661133
	Iteration 12Q: 3 clusters Score -1780312 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1780616.625000 Penalty: 4757.661133
	Iteration 13Q: 3 clusters Score -1780617 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1780844.500000 Penalty: 4757.661133
	Iteration 14Q: 3 clusters Score -1780844 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1781016.125000 Penalty: 4757.661133
	Iteration 15Q: 3 clusters Score -1781016 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1781145.125000 Penalty: 4757.661133
	Iteration 16Q: 3 clusters Score -1781145 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1781264.250000 Penalty: 4757.661133
	Iteration 17Q: 3 clusters Score -1781264 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1781343.125000 Penalty: 4757.661133
	Iteration 18Q: 3 clusters Score -1781343 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1781398.000000 Penalty: 4757.661133
	Iteration 19Q: 3 clusters Score -1781398 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1781440.375000 Penalty: 4757.661133
	Iteration 20F: 3 clusters Score -1781440 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1781475.375000 Penalty: 4757.661133
	Iteration 21Q: 3 clusters Score -1781475 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1781516.375000 Penalty: 4757.661133
	Iteration 22Q: 3 clusters Score -1781516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1781535.625000 Penalty: 4757.661133
	Iteration 23Q: 3 clusters Score -1781536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1781559.875000 Penalty: 4757.661133
	Iteration 24Q: 3 clusters Score -1781560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1781578.750000 Penalty: 4757.661133
	Iteration 25Q: 3 clusters Score -1781579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1781597.875000 Penalty: 4757.661133
	Iteration 26Q: 3 clusters Score -1781598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1781615.500000 Penalty: 4757.661133
	Iteration 27Q: 3 clusters Score -1781616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1781637.625000 Penalty: 4757.661133
	Iteration 28Q: 3 clusters Score -1781638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1781653.375000 Penalty: 4757.661133
	Iteration 29Q: 3 clusters Score -1781653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1781661.625000 Penalty: 4757.661133
	Iteration 30Q: 3 clusters Score -1781662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1781678.625000 Penalty: 4757.661133
	Iteration 31Q: 3 clusters Score -1781679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1781686.500000 Penalty: 4757.661133
	Iteration 32Q: 3 clusters Score -1781686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1781688.375000 Penalty: 4757.661133
	Iteration 33Q: 3 clusters Score -1781688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1781697.625000 Penalty: 4757.661133
	Iteration 34Q: 3 clusters Score -1781698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1781703.500000 Penalty: 4757.661133
	Iteration 35Q: 3 clusters Score -1781704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1781709.625000 Penalty: 4757.661133
	Iteration 36Q: 3 clusters Score -1781710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1781717.375000 Penalty: 4757.661133
	Iteration 37Q: 3 clusters Score -1781717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1781719.875000 Penalty: 4757.661133
	Iteration 38Q: 3 clusters Score -1781720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1781720.500000 Penalty: 4757.661133
	Iteration 39Q: 3 clusters Score -1781720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1781731.125000 Penalty: 4757.661133
	Iteration 40F: 3 clusters Score -1781731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1781734.250000 Penalty: 4757.661133
	Iteration 41Q: 3 clusters Score -1781734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1781743.375000 Penalty: 4757.661133
	Iteration 42Q: 3 clusters Score -1781743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1781744.375000 Penalty: 4757.661133
	Iteration 43Q: 3 clusters Score -1781744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1781748.125000 Penalty: 4757.661133
	Iteration 44Q: 3 clusters Score -1781748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1781749.125000 Penalty: 4757.661133
	Iteration 45Q: 3 clusters Score -1781749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1781748.875000 Penalty: 4757.661133
	Iteration 46Q: 3 clusters Score -1781749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1781749.375000 Penalty: 4757.661133
	Iteration 47Q: 3 clusters Score -1781749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1781751.125000 Penalty: 4757.661133
	Iteration 48Q: 3 clusters Score -1781751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1781751.750000 Penalty: 4757.661133
	Iteration 49Q: 3 clusters Score -1781752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1781755.125000 Penalty: 4757.661133
	Iteration 50Q: 3 clusters Score -1781755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1781753.250000 Penalty: 4757.661133
	Iteration 51Q: 3 clusters Score -1781753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1781754.250000 Penalty: 4757.661133
	Iteration 52Q: 3 clusters Score -1781754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1781751.500000 Penalty: 4757.661133
	Iteration 53Q: 3 clusters Score -1781752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1781752.375000 Penalty: 4757.661133
	Iteration 54Q: 3 clusters Score -1781752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1781753.875000 Penalty: 4757.661133
	Iteration 55Q: 3 clusters Score -1781754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1781755.625000 Penalty: 4757.661133
	Iteration 56Q: 3 clusters Score -1781756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1781755.500000 Penalty: 4757.661133
	Iteration 57Q: 3 clusters Score -1781756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1781757.250000 Penalty: 4757.661133
	Iteration 58Q: 3 clusters Score -1781757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1781754.250000 Penalty: 4757.661133
	Iteration 59Q: 3 clusters Score -1781754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1781754.250000 Penalty: 4757.661133
	Iteration 60F: 3 clusters Score -1781754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Entering Unmasked Estep 
Score: -10855918.000000 Penalty: 2810.283203
	Iteration 0F: 2 clusters Score -1.085592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -10800211.000000 Penalty: 5620.566406
	Iteration 0F: 3 clusters Score -1.080021e+07 nChanged 39196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -10822796.000000 Penalty: 5620.566406
	Iteration 1F: 3 clusters Score -1.08228e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -10823890.000000 Penalty: 5620.566406
	Iteration 2Q: 3 clusters Score -1.082389e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -10825129.000000 Penalty: 5620.566406
	Iteration 3Q: 3 clusters Score -1.082513e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -10826704.000000 Penalty: 5620.566406
	Iteration 4Q: 3 clusters Score -1.08267e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -10828671.000000 Penalty: 5620.566406
	Iteration 5F: 3 clusters Score -1.082867e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -10831311.000000 Penalty: 5620.566406
	Iteration 6F: 3 clusters Score -1.083131e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -10833882.000000 Penalty: 5620.566406
	Iteration 7F: 3 clusters Score -1.083388e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -10836224.000000 Penalty: 5620.566406
	Iteration 8F: 3 clusters Score -1.083622e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -10838547.000000 Penalty: 5620.566406
	Iteration 9F: 3 clusters Score -1.083855e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -10840768.000000 Penalty: 5620.566406
	Iteration 10Q: 3 clusters Score -1.084077e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -10842980.000000 Penalty: 5620.566406
	Iteration 11Q: 3 clusters Score -1.084298e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -10845433.000000 Penalty: 5620.566406
	Iteration 12Q: 3 clusters Score -1.084543e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -10847545.000000 Penalty: 5620.566406
	Iteration 13Q: 3 clusters Score -1.084754e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -10849316.000000 Penalty: 5620.566406
	Iteration 14Q: 3 clusters Score -1.084932e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -10850809.000000 Penalty: 5620.566406
	Iteration 15Q: 3 clusters Score -1.085081e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -10851792.000000 Penalty: 5620.566406
	Iteration 16Q: 3 clusters Score -1.085179e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -10852373.000000 Penalty: 5620.566406
	Iteration 17Q: 3 clusters Score -1.085237e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -10852788.000000 Penalty: 5620.566406
	Iteration 18Q: 3 clusters Score -1.085279e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -10853055.000000 Penalty: 5620.566406
	Iteration 19Q: 3 clusters Score -1.085306e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -10853171.000000 Penalty: 5620.566406
	Iteration 20F: 3 clusters Score -1.085317e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -10853284.000000 Penalty: 5620.566406
	Iteration 21Q: 3 clusters Score -1.085328e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -10853367.000000 Penalty: 5620.566406
	Iteration 22Q: 3 clusters Score -1.085337e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -10853393.000000 Penalty: 5620.566406
	Iteration 23Q: 3 clusters Score -1.085339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -10853426.000000 Penalty: 5620.566406
	Iteration 24Q: 3 clusters Score -1.085343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -10853450.000000 Penalty: 5620.566406
	Iteration 25Q: 3 clusters Score -1.085345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -10853481.000000 Penalty: 5620.566406
	Iteration 26Q: 3 clusters Score -1.085348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -10853498.000000 Penalty: 5620.566406
	Iteration 27Q: 3 clusters Score -1.08535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -10853508.000000 Penalty: 5620.566406
	Iteration 28Q: 3 clusters Score -1.085351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -10853520.000000 Penalty: 5620.566406
	Iteration 29Q: 3 clusters Score -1.085352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -10853523.000000 Penalty: 5620.566406
	Iteration 30Q: 3 clusters Score -1.085352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -10853539.000000 Penalty: 5620.566406
	Iteration 31Q: 3 clusters Score -1.085354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -10853551.000000 Penalty: 5620.566406
	Iteration 32Q: 3 clusters Score -1.085355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -10853562.000000 Penalty: 5620.566406
	Iteration 33Q: 3 clusters Score -1.085356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -10853558.000000 Penalty: 5620.566406
	Iteration 34Q: 3 clusters Score -1.085356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -10853559.000000 Penalty: 5620.566406
	Iteration 35Q: 3 clusters Score -1.085356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -10853559.000000 Penalty: 5620.566406
	Iteration 36F: 3 clusters Score -1.085356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Entering Unmasked Estep 
Score: -2331023.250000 Penalty: 2446.792236
	Iteration 0F: 2 clusters Score -2331023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2317451.000000 Penalty: 4893.584473
	Iteration 0F: 3 clusters Score -2317451 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2322501.750000 Penalty: 4893.584473
	Iteration 1F: 3 clusters Score -2322502 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2323399.500000 Penalty: 4893.584473
	Iteration 2F: 3 clusters Score -2323400 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2324414.750000 Penalty: 4893.584473
	Iteration 3F: 3 clusters Score -2324415 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2325553.500000 Penalty: 4893.584473
	Iteration 4F: 3 clusters Score -2325554 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2326672.000000 Penalty: 4893.584473
	Iteration 5F: 3 clusters Score -2326672 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2327554.000000 Penalty: 4893.584473
	Iteration 6F: 3 clusters Score -2327554 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2328227.500000 Penalty: 4893.584473
	Iteration 7F: 3 clusters Score -2328228 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2328649.750000 Penalty: 4893.584473
	Iteration 8Q: 3 clusters Score -2328650 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2328946.250000 Penalty: 4893.584473
	Iteration 9Q: 3 clusters Score -2328946 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2329190.750000 Penalty: 4893.584473
	Iteration 10Q: 3 clusters Score -2329191 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2329352.250000 Penalty: 4893.584473
	Iteration 11Q: 3 clusters Score -2329352 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2329468.250000 Penalty: 4893.584473
	Iteration 12Q: 3 clusters Score -2329468 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2329546.750000 Penalty: 4893.584473
	Iteration 13Q: 3 clusters Score -2329547 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2329591.250000 Penalty: 4893.584473
	Iteration 14Q: 3 clusters Score -2329591 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2329622.250000 Penalty: 4893.584473
	Iteration 15Q: 3 clusters Score -2329622 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2329651.500000 Penalty: 4893.584473
	Iteration 16Q: 3 clusters Score -2329652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2329667.250000 Penalty: 4893.584473
	Iteration 17Q: 3 clusters Score -2329667 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2329687.000000 Penalty: 4893.584473
	Iteration 18Q: 3 clusters Score -2329687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2329695.750000 Penalty: 4893.584473
	Iteration 19Q: 3 clusters Score -2329696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2329705.000000 Penalty: 4893.584473
	Iteration 20F: 3 clusters Score -2329705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2329721.250000 Penalty: 4893.584473
	Iteration 21Q: 3 clusters Score -2329721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2329728.500000 Penalty: 4893.584473
	Iteration 22Q: 3 clusters Score -2329728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2329734.750000 Penalty: 4893.584473
	Iteration 23Q: 3 clusters Score -2329735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2329735.500000 Penalty: 4893.584473
	Iteration 24Q: 3 clusters Score -2329736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2329745.250000 Penalty: 4893.584473
	Iteration 25Q: 3 clusters Score -2329745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2329755.750000 Penalty: 4893.584473
	Iteration 26Q: 3 clusters Score -2329756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2329755.750000 Penalty: 4893.584473
	Iteration 27Q: 3 clusters Score -2329756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2329763.750000 Penalty: 4893.584473
	Iteration 28Q: 3 clusters Score -2329764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2329772.250000 Penalty: 4893.584473
	Iteration 29Q: 3 clusters Score -2329772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2329775.250000 Penalty: 4893.584473
	Iteration 30Q: 3 clusters Score -2329775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2329784.250000 Penalty: 4893.584473
	Iteration 31Q: 3 clusters Score -2329784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2329790.750000 Penalty: 4893.584473
	Iteration 32Q: 3 clusters Score -2329791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2329799.750000 Penalty: 4893.584473
	Iteration 33Q: 3 clusters Score -2329800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2329798.750000 Penalty: 4893.584473
	Iteration 34Q: 3 clusters Score -2329799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2329795.500000 Penalty: 4893.584473
	Iteration 35Q: 3 clusters Score -2329796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2329803.000000 Penalty: 4893.584473
	Iteration 36Q: 3 clusters Score -2329803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2329801.500000 Penalty: 4893.584473
	Iteration 37Q: 3 clusters Score -2329802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2329797.500000 Penalty: 4893.584473
	Iteration 38Q: 3 clusters Score -2329798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2329802.750000 Penalty: 4893.584473
	Iteration 39Q: 3 clusters Score -2329803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2329804.500000 Penalty: 4893.584473
	Iteration 40F: 3 clusters Score -2329804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2329804.750000 Penalty: 4893.584473
	Iteration 41Q: 3 clusters Score -2329805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2329808.500000 Penalty: 4893.584473
	Iteration 42Q: 3 clusters Score -2329808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2329810.000000 Penalty: 4893.584473
	Iteration 43Q: 3 clusters Score -2329810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2329818.000000 Penalty: 4893.584473
	Iteration 44Q: 3 clusters Score -2329818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2329818.500000 Penalty: 4893.584473
	Iteration 45Q: 3 clusters Score -2329818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2329824.250000 Penalty: 4893.584473
	Iteration 46Q: 3 clusters Score -2329824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2329831.250000 Penalty: 4893.584473
	Iteration 47Q: 3 clusters Score -2329831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2329835.000000 Penalty: 4893.584473
	Iteration 48Q: 3 clusters Score -2329835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2329837.250000 Penalty: 4893.584473
	Iteration 49Q: 3 clusters Score -2329837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2329845.750000 Penalty: 4893.584473
	Iteration 50Q: 3 clusters Score -2329846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2329851.500000 Penalty: 4893.584473
	Iteration 51Q: 3 clusters Score -2329852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2329858.250000 Penalty: 4893.584473
	Iteration 52Q: 3 clusters Score -2329858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2329863.750000 Penalty: 4893.584473
	Iteration 53Q: 3 clusters Score -2329864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2329865.500000 Penalty: 4893.584473
	Iteration 54Q: 3 clusters Score -2329866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2329877.250000 Penalty: 4893.584473
	Iteration 55Q: 3 clusters Score -2329877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2329886.250000 Penalty: 4893.584473
	Iteration 56Q: 3 clusters Score -2329886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2329901.500000 Penalty: 4893.584473
	Iteration 57Q: 3 clusters Score -2329902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2329903.250000 Penalty: 4893.584473
	Iteration 58Q: 3 clusters Score -2329903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2329908.250000 Penalty: 4893.584473
	Iteration 59Q: 3 clusters Score -2329908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2329914.500000 Penalty: 4893.584473
	Iteration 60F: 3 clusters Score -2329914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2329919.250000 Penalty: 4893.584473
	Iteration 61Q: 3 clusters Score -2329919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2329923.500000 Penalty: 4893.584473
	Iteration 62Q: 3 clusters Score -2329924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2329925.000000 Penalty: 4893.584473
	Iteration 63Q: 3 clusters Score -2329925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2329933.250000 Penalty: 4893.584473
	Iteration 64Q: 3 clusters Score -2329933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2329937.000000 Penalty: 4893.584473
	Iteration 65Q: 3 clusters Score -2329937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2329933.750000 Penalty: 4893.584473
	Iteration 66Q: 3 clusters Score -2329934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2329940.250000 Penalty: 4893.584473
	Iteration 67Q: 3 clusters Score -2329940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2329942.000000 Penalty: 4893.584473
	Iteration 68Q: 3 clusters Score -2329942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2329949.500000 Penalty: 4893.584473
	Iteration 69Q: 3 clusters Score -2329950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2329959.250000 Penalty: 4893.584473
	Iteration 70Q: 3 clusters Score -2329959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2329964.250000 Penalty: 4893.584473
	Iteration 71Q: 3 clusters Score -2329964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2329972.500000 Penalty: 4893.584473
	Iteration 72Q: 3 clusters Score -2329972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2329980.250000 Penalty: 4893.584473
	Iteration 73Q: 3 clusters Score -2329980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2329982.500000 Penalty: 4893.584473
	Iteration 74Q: 3 clusters Score -2329982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2329979.250000 Penalty: 4893.584473
	Iteration 75Q: 3 clusters Score -2329979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2329981.000000 Penalty: 4893.584473
	Iteration 76Q: 3 clusters Score -2329981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2329995.750000 Penalty: 4893.584473
	Iteration 77Q: 3 clusters Score -2329996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2329997.500000 Penalty: 4893.584473
	Iteration 78Q: 3 clusters Score -2329998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2329997.750000 Penalty: 4893.584473
	Iteration 79Q: 3 clusters Score -2329998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2330011.000000 Penalty: 4893.584473
	Iteration 80F: 3 clusters Score -2330011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2330009.750000 Penalty: 4893.584473
	Iteration 81Q: 3 clusters Score -2330010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2330007.000000 Penalty: 4893.584473
	Iteration 82Q: 3 clusters Score -2330007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2330010.000000 Penalty: 4893.584473
	Iteration 83Q: 3 clusters Score -2330010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2330019.750000 Penalty: 4893.584473
	Iteration 84Q: 3 clusters Score -2330020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2330022.000000 Penalty: 4893.584473
	Iteration 85Q: 3 clusters Score -2330022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2330018.750000 Penalty: 4893.584473
	Iteration 86Q: 3 clusters Score -2330019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2330023.000000 Penalty: 4893.584473
	Iteration 87Q: 3 clusters Score -2330023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2330034.250000 Penalty: 4893.584473
	Iteration 88Q: 3 clusters Score -2330034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2330035.750000 Penalty: 4893.584473
	Iteration 89Q: 3 clusters Score -2330036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2330035.000000 Penalty: 4893.584473
	Iteration 90Q: 3 clusters Score -2330035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2330038.250000 Penalty: 4893.584473
	Iteration 91Q: 3 clusters Score -2330038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2330041.500000 Penalty: 4893.584473
	Iteration 92Q: 3 clusters Score -2330042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2330046.000000 Penalty: 4893.584473
	Iteration 93Q: 3 clusters Score -2330046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2330044.750000 Penalty: 4893.584473
	Iteration 94Q: 3 clusters Score -2330045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2330043.750000 Penalty: 4893.584473
	Iteration 95Q: 3 clusters Score -2330044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2330040.250000 Penalty: 4893.584473
	Iteration 96Q: 3 clusters Score -2330040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2330045.500000 Penalty: 4893.584473
	Iteration 97Q: 3 clusters Score -2330046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2330049.500000 Penalty: 4893.584473
	Iteration 98Q: 3 clusters Score -2330050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2330052.750000 Penalty: 4893.584473
	Iteration 99Q: 3 clusters Score -2330053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2330052.000000 Penalty: 4893.584473
	Iteration 100F: 3 clusters Score -2330052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2330052.750000 Penalty: 4893.584473
	Iteration 101Q: 3 clusters Score -2330053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2330059.000000 Penalty: 4893.584473
	Iteration 102Q: 3 clusters Score -2330059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2330056.500000 Penalty: 4893.584473
	Iteration 103Q: 3 clusters Score -2330056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2330056.250000 Penalty: 4893.584473
	Iteration 104Q: 3 clusters Score -2330056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2330053.750000 Penalty: 4893.584473
	Iteration 105Q: 3 clusters Score -2330054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2330060.750000 Penalty: 4893.584473
	Iteration 106Q: 3 clusters Score -2330061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2330056.000000 Penalty: 4893.584473
	Iteration 107Q: 3 clusters Score -2330056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2330057.500000 Penalty: 4893.584473
	Iteration 108Q: 3 clusters Score -2330058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2330059.000000 Penalty: 4893.584473
	Iteration 109Q: 3 clusters Score -2330059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2330059.750000 Penalty: 4893.584473
	Iteration 110Q: 3 clusters Score -2330060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2330062.500000 Penalty: 4893.584473
	Iteration 111Q: 3 clusters Score -2330062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2330061.000000 Penalty: 4893.584473
	Iteration 112Q: 3 clusters Score -2330061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2330060.500000 Penalty: 4893.584473
	Iteration 113Q: 3 clusters Score -2330060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2330064.500000 Penalty: 4893.584473
	Iteration 114Q: 3 clusters Score -2330064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2330063.000000 Penalty: 4893.584473
	Iteration 115Q: 3 clusters Score -2330063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2330062.750000 Penalty: 4893.584473
	Iteration 116Q: 3 clusters Score -2330063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2330064.000000 Penalty: 4893.584473
	Iteration 117Q: 3 clusters Score -2330064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2330067.000000 Penalty: 4893.584473
	Iteration 118Q: 3 clusters Score -2330067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2330070.250000 Penalty: 4893.584473
	Iteration 119Q: 3 clusters Score -2330070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2330064.250000 Penalty: 4893.584473
	Iteration 120F: 3 clusters Score -2330064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2330064.500000 Penalty: 4893.584473
	Iteration 121Q: 3 clusters Score -2330064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2330069.000000 Penalty: 4893.584473
	Iteration 122Q: 3 clusters Score -2330069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2330076.750000 Penalty: 4893.584473
	Iteration 123Q: 3 clusters Score -2330077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2330080.750000 Penalty: 4893.584473
	Iteration 124Q: 3 clusters Score -2330081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2330080.250000 Penalty: 4893.584473
	Iteration 125Q: 3 clusters Score -2330080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2330084.000000 Penalty: 4893.584473
	Iteration 126Q: 3 clusters Score -2330084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2330092.000000 Penalty: 4893.584473
	Iteration 127Q: 3 clusters Score -2330092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2330091.250000 Penalty: 4893.584473
	Iteration 128Q: 3 clusters Score -2330091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2330093.000000 Penalty: 4893.584473
	Iteration 129Q: 3 clusters Score -2330093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2330095.500000 Penalty: 4893.584473
	Iteration 130Q: 3 clusters Score -2330096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2330096.750000 Penalty: 4893.584473
	Iteration 131Q: 3 clusters Score -2330097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2330096.750000 Penalty: 4893.584473
	Iteration 132Q: 3 clusters Score -2330097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2330100.750000 Penalty: 4893.584473
	Iteration 133Q: 3 clusters Score -2330101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2330097.750000 Penalty: 4893.584473
	Iteration 134Q: 3 clusters Score -2330098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2330098.500000 Penalty: 4893.584473
	Iteration 135Q: 3 clusters Score -2330098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2330101.000000 Penalty: 4893.584473
	Iteration 136Q: 3 clusters Score -2330101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2330105.000000 Penalty: 4893.584473
	Iteration 137Q: 3 clusters Score -2330105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2330105.000000 Penalty: 4893.584473
	Iteration 138Q: 3 clusters Score -2330105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2330106.250000 Penalty: 4893.584473
	Iteration 139Q: 3 clusters Score -2330106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2330116.250000 Penalty: 4893.584473
	Iteration 140F: 3 clusters Score -2330116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2330113.500000 Penalty: 4893.584473
	Iteration 141Q: 3 clusters Score -2330114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2330114.750000 Penalty: 4893.584473
	Iteration 142Q: 3 clusters Score -2330115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2330114.000000 Penalty: 4893.584473
	Iteration 143Q: 3 clusters Score -2330114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2330113.250000 Penalty: 4893.584473
	Iteration 144Q: 3 clusters Score -2330113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2330114.500000 Penalty: 4893.584473
	Iteration 145Q: 3 clusters Score -2330114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2330115.250000 Penalty: 4893.584473
	Iteration 146Q: 3 clusters Score -2330115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2330118.000000 Penalty: 4893.584473
	Iteration 147Q: 3 clusters Score -2330118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2330118.000000 Penalty: 4893.584473
	Iteration 148F: 3 clusters Score -2330118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1230301.250000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1230301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1223041.250000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1223041 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1225261.750000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1225262 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1225836.250000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1225836 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1226471.125000 Penalty: 4535.841309
	Iteration 3F: 3 clusters Score -1226471 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1226993.000000 Penalty: 4535.841309
	Iteration 4F: 3 clusters Score -1226993 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1227448.000000 Penalty: 4535.841309
	Iteration 5F: 3 clusters Score -1227448 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1227802.375000 Penalty: 4535.841309
	Iteration 6F: 3 clusters Score -1227802 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1228063.875000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1228064 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1228264.875000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1228265 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1228411.500000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1228412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1228528.625000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1228529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1228622.000000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1228622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1228716.625000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1228717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1228776.000000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1228776 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1228835.875000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1228836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1228891.000000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1228891 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1228945.750000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1228946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1228986.875000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1228987 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1229018.125000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1229018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1229052.750000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1229053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1229080.500000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1229080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1229105.000000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1229105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1229127.125000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1229127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1229158.000000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1229158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1229192.125000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1229192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1229234.375000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1229234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1229269.500000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1229270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1229314.125000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1229314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1229349.250000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1229349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1229382.375000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1229382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1229418.000000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1229418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1229448.250000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1229448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1229464.250000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1229464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1229478.500000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1229478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1229500.125000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1229500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1229520.625000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1229521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1229534.750000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1229535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1229554.125000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1229554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1229572.000000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1229572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1229591.750000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1229592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1229604.125000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1229604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1229614.000000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1229614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1229618.500000 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1229618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1229627.500000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1229628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1229633.875000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1229634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1229639.500000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1229640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1229642.250000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1229642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1229643.000000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -1229643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1229645.000000 Penalty: 4535.841309
	Iteration 48Q: 3 clusters Score -1229645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1229645.750000 Penalty: 4535.841309
	Iteration 49Q: 3 clusters Score -1229646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1229645.750000 Penalty: 4535.841309
	Iteration 50F: 3 clusters Score -1229646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Entering Unmasked Estep 
Score: -2194746.250000 Penalty: 2431.514893
	Iteration 0F: 2 clusters Score -2194746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2181950.250000 Penalty: 4863.029785
	Iteration 0F: 3 clusters Score -2181950 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2186785.750000 Penalty: 4863.029785
	Iteration 1F: 3 clusters Score -2186786 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2187470.500000 Penalty: 4863.029785
	Iteration 2F: 3 clusters Score -2187470 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2188067.500000 Penalty: 4863.029785
	Iteration 3F: 3 clusters Score -2188068 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2188601.000000 Penalty: 4863.029785
	Iteration 4F: 3 clusters Score -2188601 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2189072.500000 Penalty: 4863.029785
	Iteration 5F: 3 clusters Score -2189072 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2189489.250000 Penalty: 4863.029785
	Iteration 6Q: 3 clusters Score -2189489 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2189932.250000 Penalty: 4863.029785
	Iteration 7Q: 3 clusters Score -2189932 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2190256.250000 Penalty: 4863.029785
	Iteration 8Q: 3 clusters Score -2190256 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2190484.250000 Penalty: 4863.029785
	Iteration 9Q: 3 clusters Score -2190484 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2190692.000000 Penalty: 4863.029785
	Iteration 10Q: 3 clusters Score -2190692 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2190859.500000 Penalty: 4863.029785
	Iteration 11Q: 3 clusters Score -2190860 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2191004.250000 Penalty: 4863.029785
	Iteration 12Q: 3 clusters Score -2191004 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2191146.000000 Penalty: 4863.029785
	Iteration 13Q: 3 clusters Score -2191146 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2191264.000000 Penalty: 4863.029785
	Iteration 14Q: 3 clusters Score -2191264 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2191394.000000 Penalty: 4863.029785
	Iteration 15Q: 3 clusters Score -2191394 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2191515.250000 Penalty: 4863.029785
	Iteration 16Q: 3 clusters Score -2191515 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2191624.000000 Penalty: 4863.029785
	Iteration 17Q: 3 clusters Score -2191624 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2191707.000000 Penalty: 4863.029785
	Iteration 18Q: 3 clusters Score -2191707 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2191772.750000 Penalty: 4863.029785
	Iteration 19Q: 3 clusters Score -2191773 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2191833.750000 Penalty: 4863.029785
	Iteration 20F: 3 clusters Score -2191834 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2191889.500000 Penalty: 4863.029785
	Iteration 21Q: 3 clusters Score -2191890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2191949.250000 Penalty: 4863.029785
	Iteration 22Q: 3 clusters Score -2191949 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2191993.500000 Penalty: 4863.029785
	Iteration 23Q: 3 clusters Score -2191994 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2192026.500000 Penalty: 4863.029785
	Iteration 24Q: 3 clusters Score -2192026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2192066.250000 Penalty: 4863.029785
	Iteration 25Q: 3 clusters Score -2192066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2192104.750000 Penalty: 4863.029785
	Iteration 26Q: 3 clusters Score -2192105 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2192146.500000 Penalty: 4863.029785
	Iteration 27Q: 3 clusters Score -2192146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2192177.750000 Penalty: 4863.029785
	Iteration 28Q: 3 clusters Score -2192178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2192197.250000 Penalty: 4863.029785
	Iteration 29Q: 3 clusters Score -2192197 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2192221.750000 Penalty: 4863.029785
	Iteration 30Q: 3 clusters Score -2192222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2192245.000000 Penalty: 4863.029785
	Iteration 31Q: 3 clusters Score -2192245 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2192266.000000 Penalty: 4863.029785
	Iteration 32Q: 3 clusters Score -2192266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2192292.750000 Penalty: 4863.029785
	Iteration 33Q: 3 clusters Score -2192293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2192318.750000 Penalty: 4863.029785
	Iteration 34Q: 3 clusters Score -2192319 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2192345.500000 Penalty: 4863.029785
	Iteration 35Q: 3 clusters Score -2192346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2192376.000000 Penalty: 4863.029785
	Iteration 36Q: 3 clusters Score -2192376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2192402.250000 Penalty: 4863.029785
	Iteration 37Q: 3 clusters Score -2192402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2192427.000000 Penalty: 4863.029785
	Iteration 38Q: 3 clusters Score -2192427 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2192455.500000 Penalty: 4863.029785
	Iteration 39Q: 3 clusters Score -2192456 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2192484.250000 Penalty: 4863.029785
	Iteration 40F: 3 clusters Score -2192484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2192512.250000 Penalty: 4863.029785
	Iteration 41Q: 3 clusters Score -2192512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2192532.000000 Penalty: 4863.029785
	Iteration 42Q: 3 clusters Score -2192532 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2192553.750000 Penalty: 4863.029785
	Iteration 43Q: 3 clusters Score -2192554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2192576.000000 Penalty: 4863.029785
	Iteration 44Q: 3 clusters Score -2192576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2192610.000000 Penalty: 4863.029785
	Iteration 45Q: 3 clusters Score -2192610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2192636.500000 Penalty: 4863.029785
	Iteration 46Q: 3 clusters Score -2192636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2192667.500000 Penalty: 4863.029785
	Iteration 47Q: 3 clusters Score -2192668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2192710.250000 Penalty: 4863.029785
	Iteration 48Q: 3 clusters Score -2192710 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2192755.500000 Penalty: 4863.029785
	Iteration 49Q: 3 clusters Score -2192756 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2192798.750000 Penalty: 4863.029785
	Iteration 50Q: 3 clusters Score -2192799 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2192864.000000 Penalty: 4863.029785
	Iteration 51Q: 3 clusters Score -2192864 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2192939.250000 Penalty: 4863.029785
	Iteration 52Q: 3 clusters Score -2192939 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2193016.000000 Penalty: 4863.029785
	Iteration 53Q: 3 clusters Score -2193016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2193069.750000 Penalty: 4863.029785
	Iteration 54Q: 3 clusters Score -2193070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2193123.250000 Penalty: 4863.029785
	Iteration 55Q: 3 clusters Score -2193123 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2193158.750000 Penalty: 4863.029785
	Iteration 56Q: 3 clusters Score -2193159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2193189.750000 Penalty: 4863.029785
	Iteration 57Q: 3 clusters Score -2193190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2193214.000000 Penalty: 4863.029785
	Iteration 58Q: 3 clusters Score -2193214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2193244.250000 Penalty: 4863.029785
	Iteration 59Q: 3 clusters Score -2193244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2193267.250000 Penalty: 4863.029785
	Iteration 60F: 3 clusters Score -2193267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2193291.750000 Penalty: 4863.029785
	Iteration 61Q: 3 clusters Score -2193292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2193308.500000 Penalty: 4863.029785
	Iteration 62Q: 3 clusters Score -2193308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2193324.250000 Penalty: 4863.029785
	Iteration 63Q: 3 clusters Score -2193324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2193338.000000 Penalty: 4863.029785
	Iteration 64Q: 3 clusters Score -2193338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2193362.750000 Penalty: 4863.029785
	Iteration 65Q: 3 clusters Score -2193363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2193385.750000 Penalty: 4863.029785
	Iteration 66Q: 3 clusters Score -2193386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2193401.500000 Penalty: 4863.029785
	Iteration 67Q: 3 clusters Score -2193402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2193420.500000 Penalty: 4863.029785
	Iteration 68Q: 3 clusters Score -2193420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2193446.750000 Penalty: 4863.029785
	Iteration 69Q: 3 clusters Score -2193447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2193464.750000 Penalty: 4863.029785
	Iteration 70Q: 3 clusters Score -2193465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2193473.250000 Penalty: 4863.029785
	Iteration 71Q: 3 clusters Score -2193473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2193486.500000 Penalty: 4863.029785
	Iteration 72Q: 3 clusters Score -2193486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2193500.500000 Penalty: 4863.029785
	Iteration 73Q: 3 clusters Score -2193500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2193505.750000 Penalty: 4863.029785
	Iteration 74Q: 3 clusters Score -2193506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2193511.500000 Penalty: 4863.029785
	Iteration 75Q: 3 clusters Score -2193512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2193515.250000 Penalty: 4863.029785
	Iteration 76Q: 3 clusters Score -2193515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2193516.000000 Penalty: 4863.029785
	Iteration 77Q: 3 clusters Score -2193516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2193522.000000 Penalty: 4863.029785
	Iteration 78Q: 3 clusters Score -2193522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2193521.500000 Penalty: 4863.029785
	Iteration 79Q: 3 clusters Score -2193522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2193521.750000 Penalty: 4863.029785
	Iteration 80F: 3 clusters Score -2193522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2193524.000000 Penalty: 4863.029785
	Iteration 81Q: 3 clusters Score -2193524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2193528.750000 Penalty: 4863.029785
	Iteration 82Q: 3 clusters Score -2193529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2193525.750000 Penalty: 4863.029785
	Iteration 83Q: 3 clusters Score -2193526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2193527.750000 Penalty: 4863.029785
	Iteration 84Q: 3 clusters Score -2193528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2193528.500000 Penalty: 4863.029785
	Iteration 85Q: 3 clusters Score -2193528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2193528.500000 Penalty: 4863.029785
	Iteration 86F: 3 clusters Score -2193528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -500883.218750 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -500883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -497151.843750 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -497151.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -497998.312500 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -497998.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -498205.031250 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -498205 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -498345.812500 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -498345.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -498447.843750 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -498447.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -498515.437500 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -498515.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -498576.875000 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -498576.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -498625.312500 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -498625.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -498660.343750 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -498660.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -498683.406250 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -498683.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -498701.531250 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -498701.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -498718.718750 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -498718.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -498731.906250 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -498731.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -498744.562500 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -498744.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -498754.562500 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -498754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -498765.312500 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -498765.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -498778.468750 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -498778.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -498787.312500 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -498787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -498794.781250 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -498794.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -498799.406250 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -498799.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -498802.812500 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -498802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -498805.750000 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -498805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -498809.562500 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -498809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -498812.562500 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -498812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -498816.812500 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -498816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -498820.781250 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -498820.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -498825.906250 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -498825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -498828.937500 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -498828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -498831.062500 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -498831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -498833.625000 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -498833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -498835.468750 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -498835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -498837.031250 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -498837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -498837.687500 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -498837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -498839.843750 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -498839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -498842.437500 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -498842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -498843.406250 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -498843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -498843.281250 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -498843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -498843.531250 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -498843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -498844.500000 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -498844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -498843.843750 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -498843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -498843.843750 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -498843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -325823.312500 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -325823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -322867.093750 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -322867.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -323463.125000 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -323463.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -323661.906250 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -323661.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -323807.062500 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -323807.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -323909.718750 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -323909.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -323978.093750 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -323978.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -324019.156250 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -324019.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -324056.750000 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -324056.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -324100.843750 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -324100.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -324137.062500 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -324137.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -324166.093750 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -324166.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -324184.843750 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -324184.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -324200.343750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -324200.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -324213.093750 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -324213.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -324225.750000 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -324225.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -324238.343750 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -324238.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -324247.562500 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -324247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -324253.687500 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -324253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -324260.406250 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -324260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -324269.593750 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -324269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -324277.562500 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -324277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -324283.218750 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -324283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324289.531250 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -324289.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -324295.687500 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -324295.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -324300.875000 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -324300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -324306.000000 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -324306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -324309.468750 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -324309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -324315.343750 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -324315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -324318.968750 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -324319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -324323.093750 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -324323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -324326.218750 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -324326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -324331.406250 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -324331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -324337.468750 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -324337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -324340.781250 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -324340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -324344.843750 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -324344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -324346.312500 Penalty: 3900.752197
	Iteration 35Q: 3 clusters Score -324346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -324348.000000 Penalty: 3900.752197
	Iteration 36Q: 3 clusters Score -324348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -324348.000000 Penalty: 3900.752197
	Iteration 37F: 3 clusters Score -324348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -678106.625000 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -678106.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -673330.937500 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -673330.9 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -674456.812500 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -674456.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -674672.500000 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -674672.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -674822.812500 Penalty: 4264.625977
	Iteration 3Q: 3 clusters Score -674822.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -674927.625000 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -674927.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -675007.812500 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -675007.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -675059.250000 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -675059.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -675094.000000 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -675094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -675136.125000 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -675136.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -675174.500000 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -675174.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -675202.250000 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -675202.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -675227.125000 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -675227.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -675248.500000 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -675248.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -675269.375000 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -675269.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -675286.062500 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -675286.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -675301.812500 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -675301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -675319.500000 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -675319.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -675329.187500 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -675329.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -675346.375000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -675346.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -675363.375000 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -675363.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -675376.937500 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -675376.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -675390.812500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -675390.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -675403.562500 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -675403.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -675411.375000 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -675411.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -675427.750000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -675427.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -675446.750000 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -675446.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -675463.812500 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -675463.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -675479.000000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -675479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -675500.625000 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -675500.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -675530.875000 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -675530.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -675556.687500 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -675556.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -675594.375000 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -675594.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -675637.500000 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -675637.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -675686.562500 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -675686.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -675740.125000 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -675740.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -675794.500000 Penalty: 4264.625977
	Iteration 35Q: 3 clusters Score -675794.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -675838.625000 Penalty: 4264.625977
	Iteration 36Q: 3 clusters Score -675838.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -675884.812500 Penalty: 4264.625977
	Iteration 37Q: 3 clusters Score -675884.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -675931.125000 Penalty: 4264.625977
	Iteration 38Q: 3 clusters Score -675931.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -675976.125000 Penalty: 4264.625977
	Iteration 39Q: 3 clusters Score -675976.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -676007.812500 Penalty: 4264.625977
	Iteration 40F: 3 clusters Score -676007.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -676029.812500 Penalty: 4264.625977
	Iteration 41Q: 3 clusters Score -676029.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -676051.687500 Penalty: 4264.625977
	Iteration 42Q: 3 clusters Score -676051.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -676059.000000 Penalty: 4264.625977
	Iteration 43Q: 3 clusters Score -676059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -676070.625000 Penalty: 4264.625977
	Iteration 44Q: 3 clusters Score -676070.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -676085.187500 Penalty: 4264.625977
	Iteration 45Q: 3 clusters Score -676085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -676094.750000 Penalty: 4264.625977
	Iteration 46Q: 3 clusters Score -676094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -676099.312500 Penalty: 4264.625977
	Iteration 47Q: 3 clusters Score -676099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -676106.125000 Penalty: 4264.625977
	Iteration 48Q: 3 clusters Score -676106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -676112.875000 Penalty: 4264.625977
	Iteration 49Q: 3 clusters Score -676112.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -676117.750000 Penalty: 4264.625977
	Iteration 50Q: 3 clusters Score -676117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -676120.500000 Penalty: 4264.625977
	Iteration 51Q: 3 clusters Score -676120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -676123.625000 Penalty: 4264.625977
	Iteration 52Q: 3 clusters Score -676123.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -676125.562500 Penalty: 4264.625977
	Iteration 53Q: 3 clusters Score -676125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -676125.562500 Penalty: 4264.625977
	Iteration 54F: 3 clusters Score -676125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Entering Unmasked Estep 
Score: -1494317.625000 Penalty: 2317.636475
	Iteration 0F: 2 clusters Score -1494318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1485739.000000 Penalty: 4635.272949
	Iteration 0F: 3 clusters Score -1485739 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1488440.375000 Penalty: 4635.272949
	Iteration 1F: 3 clusters Score -1488440 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1488863.500000 Penalty: 4635.272949
	Iteration 2F: 3 clusters Score -1488864 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1489303.250000 Penalty: 4635.272949
	Iteration 3F: 3 clusters Score -1489303 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1489844.500000 Penalty: 4635.272949
	Iteration 4F: 3 clusters Score -1489844 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1490649.750000 Penalty: 4635.272949
	Iteration 5F: 3 clusters Score -1490650 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1491489.000000 Penalty: 4635.272949
	Iteration 6F: 3 clusters Score -1491489 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1492121.500000 Penalty: 4635.272949
	Iteration 7F: 3 clusters Score -1492122 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1492491.875000 Penalty: 4635.272949
	Iteration 8F: 3 clusters Score -1492492 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1492692.625000 Penalty: 4635.272949
	Iteration 9Q: 3 clusters Score -1492693 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1492795.500000 Penalty: 4635.272949
	Iteration 10Q: 3 clusters Score -1492796 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1492872.875000 Penalty: 4635.272949
	Iteration 11Q: 3 clusters Score -1492873 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1492934.625000 Penalty: 4635.272949
	Iteration 12Q: 3 clusters Score -1492935 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1492995.250000 Penalty: 4635.272949
	Iteration 13Q: 3 clusters Score -1492995 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1493050.125000 Penalty: 4635.272949
	Iteration 14Q: 3 clusters Score -1493050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1493095.750000 Penalty: 4635.272949
	Iteration 15Q: 3 clusters Score -1493096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1493142.625000 Penalty: 4635.272949
	Iteration 16Q: 3 clusters Score -1493143 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1493191.375000 Penalty: 4635.272949
	Iteration 17Q: 3 clusters Score -1493191 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1493242.250000 Penalty: 4635.272949
	Iteration 18Q: 3 clusters Score -1493242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1493300.125000 Penalty: 4635.272949
	Iteration 19Q: 3 clusters Score -1493300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1493360.875000 Penalty: 4635.272949
	Iteration 20F: 3 clusters Score -1493361 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1493408.500000 Penalty: 4635.272949
	Iteration 21Q: 3 clusters Score -1493408 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1493460.875000 Penalty: 4635.272949
	Iteration 22Q: 3 clusters Score -1493461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1493501.000000 Penalty: 4635.272949
	Iteration 23Q: 3 clusters Score -1493501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1493544.875000 Penalty: 4635.272949
	Iteration 24Q: 3 clusters Score -1493545 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1493571.500000 Penalty: 4635.272949
	Iteration 25Q: 3 clusters Score -1493572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1493596.625000 Penalty: 4635.272949
	Iteration 26Q: 3 clusters Score -1493597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1493607.250000 Penalty: 4635.272949
	Iteration 27Q: 3 clusters Score -1493607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1493630.625000 Penalty: 4635.272949
	Iteration 28Q: 3 clusters Score -1493631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1493643.000000 Penalty: 4635.272949
	Iteration 29Q: 3 clusters Score -1493643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1493655.375000 Penalty: 4635.272949
	Iteration 30Q: 3 clusters Score -1493655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1493669.625000 Penalty: 4635.272949
	Iteration 31Q: 3 clusters Score -1493670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1493676.875000 Penalty: 4635.272949
	Iteration 32Q: 3 clusters Score -1493677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1493686.500000 Penalty: 4635.272949
	Iteration 33Q: 3 clusters Score -1493686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1493687.625000 Penalty: 4635.272949
	Iteration 34Q: 3 clusters Score -1493688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1493685.500000 Penalty: 4635.272949
	Iteration 35Q: 3 clusters Score -1493686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1493687.750000 Penalty: 4635.272949
	Iteration 36Q: 3 clusters Score -1493688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1493688.250000 Penalty: 4635.272949
	Iteration 37Q: 3 clusters Score -1493688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1493690.750000 Penalty: 4635.272949
	Iteration 38Q: 3 clusters Score -1493691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1493693.875000 Penalty: 4635.272949
	Iteration 39Q: 3 clusters Score -1493694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1493695.875000 Penalty: 4635.272949
	Iteration 40F: 3 clusters Score -1493696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1493693.000000 Penalty: 4635.272949
	Iteration 41Q: 3 clusters Score -1493693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1493694.000000 Penalty: 4635.272949
	Iteration 42Q: 3 clusters Score -1493694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1493696.125000 Penalty: 4635.272949
	Iteration 43Q: 3 clusters Score -1493696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1493699.000000 Penalty: 4635.272949
	Iteration 44Q: 3 clusters Score -1493699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1493700.250000 Penalty: 4635.272949
	Iteration 45Q: 3 clusters Score -1493700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1493698.125000 Penalty: 4635.272949
	Iteration 46Q: 3 clusters Score -1493698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1493699.875000 Penalty: 4635.272949
	Iteration 47Q: 3 clusters Score -1493700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1493701.000000 Penalty: 4635.272949
	Iteration 48Q: 3 clusters Score -1493701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1493700.875000 Penalty: 4635.272949
	Iteration 49Q: 3 clusters Score -1493701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1493701.625000 Penalty: 4635.272949
	Iteration 50Q: 3 clusters Score -1493702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1493702.625000 Penalty: 4635.272949
	Iteration 51Q: 3 clusters Score -1493703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1493702.625000 Penalty: 4635.272949
	Iteration 52F: 3 clusters Score -1493703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -188320.531250 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -188320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186056.640625 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -186056.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186619.921875 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -186619.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186904.750000 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -186904.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187182.109375 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -187182.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -187548.218750 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -187548.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187801.921875 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -187801.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187998.250000 Penalty: 3649.664062
	Iteration 6F: 3 clusters Score -187998.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188119.656250 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -188119.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -188216.796875 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -188216.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188298.843750 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -188298.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188382.593750 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -188382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -188425.781250 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -188425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -188469.234375 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -188469.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188523.015625 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -188523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188637.140625 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -188637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188771.453125 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -188771.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188877.937500 Penalty: 3649.664062
	Iteration 16Q: 3 clusters Score -188877.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188940.312500 Penalty: 3649.664062
	Iteration 17Q: 3 clusters Score -188940.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189006.203125 Penalty: 3649.664062
	Iteration 18Q: 3 clusters Score -189006.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -189117.984375 Penalty: 3649.664062
	Iteration 19Q: 3 clusters Score -189118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189348.250000 Penalty: 3649.664062
	Iteration 20F: 3 clusters Score -189348.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189471.515625 Penalty: 3649.664062
	Iteration 21Q: 3 clusters Score -189471.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -189538.859375 Penalty: 3649.664062
	Iteration 22Q: 3 clusters Score -189538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -189648.703125 Penalty: 3649.664062
	Iteration 23Q: 3 clusters Score -189648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189698.171875 Penalty: 3649.664062
	Iteration 24Q: 3 clusters Score -189698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -189709.437500 Penalty: 3649.664062
	Iteration 25Q: 3 clusters Score -189709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189709.718750 Penalty: 3649.664062
	Iteration 26Q: 3 clusters Score -189709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189709.718750 Penalty: 3649.664062
	Iteration 27F: 3 clusters Score -189709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 820 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 749 members 
Entering Unmasked Estep 
Score: -111271344.000000 Penalty: 145996.140625
Splitting cluster 30 changes total score from -111271672.000000 to -111271344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -342309.687500 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -342309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -339156.125000 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -339156.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -339860.187500 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -339860.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -340077.406250 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -340077.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -340215.875000 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -340215.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -340317.375000 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -340317.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -340376.437500 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -340376.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -340422.500000 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -340422.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -340449.031250 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -340449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -340471.750000 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -340471.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -340490.500000 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -340490.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -340503.625000 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -340503.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -340514.781250 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -340514.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -340526.531250 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -340526.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -340537.218750 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -340537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -340543.031250 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -340543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -340547.687500 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -340547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -340551.781250 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -340551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -340555.687500 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -340555.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -340561.000000 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -340561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -340566.562500 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -340566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -340575.062500 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -340575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -340578.968750 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -340579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -340584.781250 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -340584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -340593.093750 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -340593.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -340602.375000 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -340602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -340605.375000 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -340605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340608.781250 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -340608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -340610.781250 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -340610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -340612.625000 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -340612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -340613.093750 Penalty: 3953.315918
	Iteration 29Q: 3 clusters Score -340613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -340615.906250 Penalty: 3953.315918
	Iteration 30Q: 3 clusters Score -340615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -340616.656250 Penalty: 3953.315918
	Iteration 31Q: 3 clusters Score -340616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -340619.187500 Penalty: 3953.315918
	Iteration 32Q: 3 clusters Score -340619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -340622.093750 Penalty: 3953.315918
	Iteration 33Q: 3 clusters Score -340622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -340624.593750 Penalty: 3953.315918
	Iteration 34Q: 3 clusters Score -340624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -340626.156250 Penalty: 3953.315918
	Iteration 35Q: 3 clusters Score -340626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340627.687500 Penalty: 3953.315918
	Iteration 36Q: 3 clusters Score -340627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -340628.875000 Penalty: 3953.315918
	Iteration 37Q: 3 clusters Score -340628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -340629.218750 Penalty: 3953.315918
	Iteration 38Q: 3 clusters Score -340629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -340629.812500 Penalty: 3953.315918
	Iteration 39Q: 3 clusters Score -340629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -340629.812500 Penalty: 3953.315918
	Iteration 40F: 3 clusters Score -340629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -967235.312500 Penalty: 2227.176270
	Iteration 0F: 2 clusters Score -967235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -960856.562500 Penalty: 4454.352539
	Iteration 0F: 3 clusters Score -960856.6 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -962750.062500 Penalty: 4454.352539
	Iteration 1F: 3 clusters Score -962750.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -963275.812500 Penalty: 4454.352539
	Iteration 2F: 3 clusters Score -963275.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -963815.562500 Penalty: 4454.352539
	Iteration 3F: 3 clusters Score -963815.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -964466.750000 Penalty: 4454.352539
	Iteration 4F: 3 clusters Score -964466.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -965115.437500 Penalty: 4454.352539
	Iteration 5F: 3 clusters Score -965115.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -965555.875000 Penalty: 4454.352539
	Iteration 6F: 3 clusters Score -965555.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -965849.437500 Penalty: 4454.352539
	Iteration 7Q: 3 clusters Score -965849.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -966003.875000 Penalty: 4454.352539
	Iteration 8Q: 3 clusters Score -966003.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -966112.500000 Penalty: 4454.352539
	Iteration 9Q: 3 clusters Score -966112.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -966181.062500 Penalty: 4454.352539
	Iteration 10Q: 3 clusters Score -966181.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -966221.187500 Penalty: 4454.352539
	Iteration 11Q: 3 clusters Score -966221.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -966254.500000 Penalty: 4454.352539
	Iteration 12Q: 3 clusters Score -966254.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -966273.312500 Penalty: 4454.352539
	Iteration 13Q: 3 clusters Score -966273.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -966289.000000 Penalty: 4454.352539
	Iteration 14Q: 3 clusters Score -966289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -966300.562500 Penalty: 4454.352539
	Iteration 15Q: 3 clusters Score -966300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -966306.812500 Penalty: 4454.352539
	Iteration 16Q: 3 clusters Score -966306.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -966315.312500 Penalty: 4454.352539
	Iteration 17Q: 3 clusters Score -966315.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -966319.062500 Penalty: 4454.352539
	Iteration 18Q: 3 clusters Score -966319.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -966323.312500 Penalty: 4454.352539
	Iteration 19Q: 3 clusters Score -966323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -966325.500000 Penalty: 4454.352539
	Iteration 20F: 3 clusters Score -966325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -966326.125000 Penalty: 4454.352539
	Iteration 21Q: 3 clusters Score -966326.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -966328.125000 Penalty: 4454.352539
	Iteration 22Q: 3 clusters Score -966328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -966329.062500 Penalty: 4454.352539
	Iteration 23Q: 3 clusters Score -966329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -966331.125000 Penalty: 4454.352539
	Iteration 24Q: 3 clusters Score -966331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -966331.125000 Penalty: 4454.352539
	Iteration 25Q: 3 clusters Score -966331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -966333.875000 Penalty: 4454.352539
	Iteration 26Q: 3 clusters Score -966333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -966334.750000 Penalty: 4454.352539
	Iteration 27Q: 3 clusters Score -966334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -966334.937500 Penalty: 4454.352539
	Iteration 28Q: 3 clusters Score -966334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -966334.812500 Penalty: 4454.352539
	Iteration 29Q: 3 clusters Score -966334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -966334.062500 Penalty: 4454.352539
	Iteration 30Q: 3 clusters Score -966334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -966334.062500 Penalty: 4454.352539
	Iteration 31F: 3 clusters Score -966334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -563454.500000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -563454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -559075.562500 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -559075.6 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -560344.375000 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -560344.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -560803.500000 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -560803.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -561244.437500 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -561244.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -561660.125000 Penalty: 4211.868652
	Iteration 4F: 3 clusters Score -561660.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -562020.750000 Penalty: 4211.868652
	Iteration 5F: 3 clusters Score -562020.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -562331.750000 Penalty: 4211.868652
	Iteration 6F: 3 clusters Score -562331.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -562551.062500 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -562551.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -562753.187500 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -562753.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -562928.937500 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -562928.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -563189.812500 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -563189.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -563460.500000 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -563460.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -563609.812500 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -563609.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -563710.500000 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -563710.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -563751.437500 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -563751.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -563784.437500 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -563784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -563799.687500 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -563799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -563808.000000 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -563808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -563813.875000 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -563813.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -563818.000000 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -563818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -563825.437500 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -563825.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -563831.750000 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -563831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -563835.000000 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -563835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -563840.625000 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -563840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -563843.375000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -563843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -563852.937500 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -563852.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -563856.500000 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -563856.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -563861.937500 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -563861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -563865.312500 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -563865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -563866.937500 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -563866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -563869.000000 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -563869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -563870.562500 Penalty: 4211.868652
	Iteration 31Q: 3 clusters Score -563870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -563870.375000 Penalty: 4211.868652
	Iteration 32Q: 3 clusters Score -563870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -563872.625000 Penalty: 4211.868652
	Iteration 33Q: 3 clusters Score -563872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -563873.062500 Penalty: 4211.868652
	Iteration 34Q: 3 clusters Score -563873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -563873.500000 Penalty: 4211.868652
	Iteration 35Q: 3 clusters Score -563873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -563873.562500 Penalty: 4211.868652
	Iteration 36Q: 3 clusters Score -563873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -563874.625000 Penalty: 4211.868652
	Iteration 37Q: 3 clusters Score -563874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -563874.625000 Penalty: 4211.868652
	Iteration 38F: 3 clusters Score -563874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 2136 members 
Entering Unmasked Estep 
Score: -111270872.000000 Penalty: 145996.140625
Splitting cluster 33 changes total score from -111271672.000000 to -111270872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (113358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Entering Unmasked Estep 
Score: -14836492.000000 Penalty: 2886.300049
	Iteration 0F: 2 clusters Score -1.483649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -14760555.000000 Penalty: 5772.600098
	Iteration 0F: 3 clusters Score -1.476056e+07 nChanged 53960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -14791883.000000 Penalty: 5772.600098
	Iteration 1F: 3 clusters Score -1.479188e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -14793180.000000 Penalty: 5772.600098
	Iteration 2Q: 3 clusters Score -1.479318e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -14795103.000000 Penalty: 5772.600098
	Iteration 3Q: 3 clusters Score -1.47951e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -14798632.000000 Penalty: 5772.600098
	Iteration 4F: 3 clusters Score -1.479863e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -14804398.000000 Penalty: 5772.600098
	Iteration 5F: 3 clusters Score -1.48044e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -14812554.000000 Penalty: 5772.600098
	Iteration 6F: 3 clusters Score -1.481255e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -14821381.000000 Penalty: 5772.600098
	Iteration 7F: 3 clusters Score -1.482138e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -14828272.000000 Penalty: 5772.600098
	Iteration 8F: 3 clusters Score -1.482827e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -14831867.000000 Penalty: 5772.600098
	Iteration 9Q: 3 clusters Score -1.483187e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112650 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14833203.000000 Penalty: 5772.600098
	Iteration 10Q: 3 clusters Score -1.48332e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14833598.000000 Penalty: 5772.600098
	Iteration 11Q: 3 clusters Score -1.48336e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14833738.000000 Penalty: 5772.600098
	Iteration 12Q: 3 clusters Score -1.483374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14833804.000000 Penalty: 5772.600098
	Iteration 13Q: 3 clusters Score -1.48338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14833828.000000 Penalty: 5772.600098
	Iteration 14Q: 3 clusters Score -1.483383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14833842.000000 Penalty: 5772.600098
	Iteration 15Q: 3 clusters Score -1.483384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14833857.000000 Penalty: 5772.600098
	Iteration 16Q: 3 clusters Score -1.483386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14833855.000000 Penalty: 5772.600098
	Iteration 17Q: 3 clusters Score -1.483386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14833855.000000 Penalty: 5772.600098
	Iteration 18Q: 3 clusters Score -1.483386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14833855.000000 Penalty: 5772.600098
	Iteration 19F: 3 clusters Score -1.483386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -528559.687500 Penalty: 2069.437256
	Iteration 0F: 2 clusters Score -528559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -524519.687500 Penalty: 4138.874512
	Iteration 0F: 3 clusters Score -524519.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -525438.812500 Penalty: 4138.874512
	Iteration 1F: 3 clusters Score -525438.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -525666.437500 Penalty: 4138.874512
	Iteration 2F: 3 clusters Score -525666.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -525843.625000 Penalty: 4138.874512
	Iteration 3F: 3 clusters Score -525843.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -525997.562500 Penalty: 4138.874512
	Iteration 4Q: 3 clusters Score -525997.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -526131.250000 Penalty: 4138.874512
	Iteration 5Q: 3 clusters Score -526131.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -526250.875000 Penalty: 4138.874512
	Iteration 6Q: 3 clusters Score -526250.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -526355.937500 Penalty: 4138.874512
	Iteration 7Q: 3 clusters Score -526355.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -526434.312500 Penalty: 4138.874512
	Iteration 8Q: 3 clusters Score -526434.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -526498.375000 Penalty: 4138.874512
	Iteration 9Q: 3 clusters Score -526498.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -526543.250000 Penalty: 4138.874512
	Iteration 10Q: 3 clusters Score -526543.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -526590.562500 Penalty: 4138.874512
	Iteration 11Q: 3 clusters Score -526590.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -526627.500000 Penalty: 4138.874512
	Iteration 12Q: 3 clusters Score -526627.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -526659.937500 Penalty: 4138.874512
	Iteration 13Q: 3 clusters Score -526659.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -526689.562500 Penalty: 4138.874512
	Iteration 14Q: 3 clusters Score -526689.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -526712.687500 Penalty: 4138.874512
	Iteration 15Q: 3 clusters Score -526712.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -526729.562500 Penalty: 4138.874512
	Iteration 16Q: 3 clusters Score -526729.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -526742.250000 Penalty: 4138.874512
	Iteration 17Q: 3 clusters Score -526742.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -526758.375000 Penalty: 4138.874512
	Iteration 18Q: 3 clusters Score -526758.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -526775.062500 Penalty: 4138.874512
	Iteration 19Q: 3 clusters Score -526775.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -526789.187500 Penalty: 4138.874512
	Iteration 20F: 3 clusters Score -526789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -526799.000000 Penalty: 4138.874512
	Iteration 21Q: 3 clusters Score -526799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -526811.875000 Penalty: 4138.874512
	Iteration 22Q: 3 clusters Score -526811.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -526820.375000 Penalty: 4138.874512
	Iteration 23Q: 3 clusters Score -526820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -526822.625000 Penalty: 4138.874512
	Iteration 24Q: 3 clusters Score -526822.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -526826.250000 Penalty: 4138.874512
	Iteration 25Q: 3 clusters Score -526826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -526826.312500 Penalty: 4138.874512
	Iteration 26Q: 3 clusters Score -526826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -526826.437500 Penalty: 4138.874512
	Iteration 27Q: 3 clusters Score -526826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -526826.437500 Penalty: 4138.874512
	Iteration 28F: 3 clusters Score -526826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -132398.843750 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -132398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130417.460938 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -130417.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130860.101562 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -130860.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131181.203125 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -131181.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -131496.156250 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -131496.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131942.953125 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -131943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -132354.468750 Penalty: 3456.549805
	Iteration 5F: 3 clusters Score -132354.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -132528.687500 Penalty: 3456.549805
	Iteration 6F: 3 clusters Score -132528.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -132629.484375 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -132629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -132664.968750 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -132665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -132675.093750 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -132675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -132688.000000 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -132688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -132694.781250 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -132694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -132707.593750 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -132707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -132716.437500 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -132716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -132722.609375 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -132722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -132731.578125 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -132731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -132731.578125 Penalty: 3456.549805
	Iteration 16F: 3 clusters Score -132731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 202 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 861 members 
Entering Unmasked Estep 
Score: -111270296.000000 Penalty: 145996.140625
Splitting cluster 36 changes total score from -111271672.000000 to -111270296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -913460.250000 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -913460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -907662.750000 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -907662.8 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -909169.750000 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -909169.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -909465.937500 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -909465.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -909659.000000 Penalty: 4394.877930
	Iteration 3F: 3 clusters Score -909659 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -909794.187500 Penalty: 4394.877930
	Iteration 4Q: 3 clusters Score -909794.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -909892.375000 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -909892.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -909966.250000 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -909966.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -910032.250000 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -910032.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -910094.437500 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -910094.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -910150.625000 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -910150.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -910202.812500 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -910202.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -910251.625000 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -910251.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -910301.687500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -910301.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -910361.500000 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -910361.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -910422.500000 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -910422.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -910474.062500 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -910474.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -910525.125000 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -910525.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -910579.625000 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -910579.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -910628.625000 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -910628.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -910679.437500 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -910679.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -910719.062500 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -910719.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -910747.625000 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -910747.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -910785.250000 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -910785.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -910820.250000 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -910820.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -910851.937500 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -910851.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -910882.625000 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -910882.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -910917.875000 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -910917.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -910947.625000 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -910947.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -910986.562500 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -910986.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -911023.375000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -911023.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -911055.187500 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -911055.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -911096.750000 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -911096.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -911138.125000 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -911138.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -911173.500000 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -911173.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -911196.062500 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -911196.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -911219.687500 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -911219.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -911232.125000 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -911232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -911244.125000 Penalty: 4394.877930
	Iteration 37Q: 3 clusters Score -911244.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -911258.562500 Penalty: 4394.877930
	Iteration 38Q: 3 clusters Score -911258.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -911269.937500 Penalty: 4394.877930
	Iteration 39Q: 3 clusters Score -911269.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -911285.875000 Penalty: 4394.877930
	Iteration 40F: 3 clusters Score -911285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -911299.875000 Penalty: 4394.877930
	Iteration 41Q: 3 clusters Score -911299.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -911314.187500 Penalty: 4394.877930
	Iteration 42Q: 3 clusters Score -911314.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -911323.937500 Penalty: 4394.877930
	Iteration 43Q: 3 clusters Score -911323.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -911334.062500 Penalty: 4394.877930
	Iteration 44Q: 3 clusters Score -911334.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -911346.000000 Penalty: 4394.877930
	Iteration 45Q: 3 clusters Score -911346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -911355.687500 Penalty: 4394.877930
	Iteration 46Q: 3 clusters Score -911355.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -911364.437500 Penalty: 4394.877930
	Iteration 47Q: 3 clusters Score -911364.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -911374.375000 Penalty: 4394.877930
	Iteration 48Q: 3 clusters Score -911374.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -911382.062500 Penalty: 4394.877930
	Iteration 49Q: 3 clusters Score -911382.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -911393.000000 Penalty: 4394.877930
	Iteration 50Q: 3 clusters Score -911393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -911409.812500 Penalty: 4394.877930
	Iteration 51Q: 3 clusters Score -911409.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -911427.250000 Penalty: 4394.877930
	Iteration 52Q: 3 clusters Score -911427.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -911446.000000 Penalty: 4394.877930
	Iteration 53Q: 3 clusters Score -911446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -911466.187500 Penalty: 4394.877930
	Iteration 54Q: 3 clusters Score -911466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -911479.437500 Penalty: 4394.877930
	Iteration 55Q: 3 clusters Score -911479.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -911496.312500 Penalty: 4394.877930
	Iteration 56Q: 3 clusters Score -911496.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -911506.250000 Penalty: 4394.877930
	Iteration 57Q: 3 clusters Score -911506.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -911512.000000 Penalty: 4394.877930
	Iteration 58Q: 3 clusters Score -911512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -911515.437500 Penalty: 4394.877930
	Iteration 59Q: 3 clusters Score -911515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -911518.500000 Penalty: 4394.877930
	Iteration 60F: 3 clusters Score -911518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -911519.625000 Penalty: 4394.877930
	Iteration 61Q: 3 clusters Score -911519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -911520.062500 Penalty: 4394.877930
	Iteration 62Q: 3 clusters Score -911520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -911526.000000 Penalty: 4394.877930
	Iteration 63Q: 3 clusters Score -911526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -911530.875000 Penalty: 4394.877930
	Iteration 64Q: 3 clusters Score -911530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -911536.937500 Penalty: 4394.877930
	Iteration 65Q: 3 clusters Score -911536.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -911543.187500 Penalty: 4394.877930
	Iteration 66Q: 3 clusters Score -911543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -911550.625000 Penalty: 4394.877930
	Iteration 67Q: 3 clusters Score -911550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -911558.437500 Penalty: 4394.877930
	Iteration 68Q: 3 clusters Score -911558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -911567.375000 Penalty: 4394.877930
	Iteration 69Q: 3 clusters Score -911567.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -911574.062500 Penalty: 4394.877930
	Iteration 70Q: 3 clusters Score -911574.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -911583.500000 Penalty: 4394.877930
	Iteration 71Q: 3 clusters Score -911583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -911589.750000 Penalty: 4394.877930
	Iteration 72Q: 3 clusters Score -911589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -911592.187500 Penalty: 4394.877930
	Iteration 73Q: 3 clusters Score -911592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -911595.750000 Penalty: 4394.877930
	Iteration 74Q: 3 clusters Score -911595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -911597.687500 Penalty: 4394.877930
	Iteration 75Q: 3 clusters Score -911597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -911603.187500 Penalty: 4394.877930
	Iteration 76Q: 3 clusters Score -911603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -911610.187500 Penalty: 4394.877930
	Iteration 77Q: 3 clusters Score -911610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -911613.875000 Penalty: 4394.877930
	Iteration 78Q: 3 clusters Score -911613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -911615.750000 Penalty: 4394.877930
	Iteration 79Q: 3 clusters Score -911615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -911619.875000 Penalty: 4394.877930
	Iteration 80F: 3 clusters Score -911619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -911621.437500 Penalty: 4394.877930
	Iteration 81Q: 3 clusters Score -911621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -911627.750000 Penalty: 4394.877930
	Iteration 82Q: 3 clusters Score -911627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -911634.812500 Penalty: 4394.877930
	Iteration 83Q: 3 clusters Score -911634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -911641.062500 Penalty: 4394.877930
	Iteration 84Q: 3 clusters Score -911641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -911642.000000 Penalty: 4394.877930
	Iteration 85Q: 3 clusters Score -911642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -911647.437500 Penalty: 4394.877930
	Iteration 86Q: 3 clusters Score -911647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -911650.937500 Penalty: 4394.877930
	Iteration 87Q: 3 clusters Score -911650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -911655.375000 Penalty: 4394.877930
	Iteration 88Q: 3 clusters Score -911655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -911660.750000 Penalty: 4394.877930
	Iteration 89Q: 3 clusters Score -911660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -911669.062500 Penalty: 4394.877930
	Iteration 90Q: 3 clusters Score -911669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -911672.125000 Penalty: 4394.877930
	Iteration 91Q: 3 clusters Score -911672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -911674.875000 Penalty: 4394.877930
	Iteration 92Q: 3 clusters Score -911674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -911677.500000 Penalty: 4394.877930
	Iteration 93Q: 3 clusters Score -911677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -911678.937500 Penalty: 4394.877930
	Iteration 94Q: 3 clusters Score -911678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -911680.937500 Penalty: 4394.877930
	Iteration 95Q: 3 clusters Score -911680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -911681.937500 Penalty: 4394.877930
	Iteration 96Q: 3 clusters Score -911681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -911682.500000 Penalty: 4394.877930
	Iteration 97Q: 3 clusters Score -911682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -911681.500000 Penalty: 4394.877930
	Iteration 98Q: 3 clusters Score -911681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -911681.500000 Penalty: 4394.877930
	Iteration 99F: 3 clusters Score -911681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -452731.500000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -452731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -449067.281250 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -449067.3 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -450019.750000 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -450019.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -450331.593750 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -450331.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -450564.312500 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -450564.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -450797.843750 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -450797.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -451022.687500 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -451022.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -451188.500000 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -451188.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -451284.218750 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -451284.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -451336.562500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -451336.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -451368.375000 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -451368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -451395.500000 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -451395.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -451426.312500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -451426.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -451459.468750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -451459.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -451494.281250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -451494.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -451530.125000 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -451530.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -451555.687500 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -451555.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -451577.781250 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -451577.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -451595.187500 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -451595.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -451606.437500 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -451606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -451614.812500 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -451614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -451623.375000 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -451623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -451628.656250 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -451628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -451635.218750 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -451635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -451639.875000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -451639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -451643.812500 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -451643.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -451646.843750 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -451646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -451648.312500 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -451648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -451650.625000 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -451650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -451653.093750 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -451653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -451655.250000 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -451655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -451657.468750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -451657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -451660.687500 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -451660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -451663.187500 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -451663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -451663.343750 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -451663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -451666.593750 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -451666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -451666.843750 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -451666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -451666.281250 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -451666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -451667.656250 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -451667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -451667.875000 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -451667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -451667.875000 Penalty: 4076.785645
	Iteration 39F: 3 clusters Score -451667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -662129.187500 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -662129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -657258.750000 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -657258.8 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -658501.562500 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -658501.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -658793.375000 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -658793.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -659019.562500 Penalty: 4270.808594
	Iteration 3F: 3 clusters Score -659019.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -659239.125000 Penalty: 4270.808594
	Iteration 4F: 3 clusters Score -659239.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -659401.125000 Penalty: 4270.808594
	Iteration 5Q: 3 clusters Score -659401.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -659514.312500 Penalty: 4270.808594
	Iteration 6Q: 3 clusters Score -659514.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -659604.312500 Penalty: 4270.808594
	Iteration 7Q: 3 clusters Score -659604.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -659688.875000 Penalty: 4270.808594
	Iteration 8Q: 3 clusters Score -659688.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -659780.875000 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -659780.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -659866.812500 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -659866.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -659946.625000 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -659946.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -660036.812500 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -660036.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -660130.750000 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -660130.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -660214.062500 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -660214.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -660279.625000 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -660279.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -660341.062500 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -660341.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -660403.937500 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -660403.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -660446.000000 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -660446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -660488.125000 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -660488.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -660530.062500 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -660530.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -660579.625000 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -660579.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -660632.000000 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -660632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -660680.437500 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -660680.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -660718.562500 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -660718.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -660756.562500 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -660756.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -660790.062500 Penalty: 4270.808594
	Iteration 26Q: 3 clusters Score -660790.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -660816.937500 Penalty: 4270.808594
	Iteration 27Q: 3 clusters Score -660816.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -660842.750000 Penalty: 4270.808594
	Iteration 28Q: 3 clusters Score -660842.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -660859.937500 Penalty: 4270.808594
	Iteration 29Q: 3 clusters Score -660859.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -660877.125000 Penalty: 4270.808594
	Iteration 30Q: 3 clusters Score -660877.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -660888.562500 Penalty: 4270.808594
	Iteration 31Q: 3 clusters Score -660888.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -660898.687500 Penalty: 4270.808594
	Iteration 32Q: 3 clusters Score -660898.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -660908.312500 Penalty: 4270.808594
	Iteration 33Q: 3 clusters Score -660908.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -660917.125000 Penalty: 4270.808594
	Iteration 34Q: 3 clusters Score -660917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -660919.125000 Penalty: 4270.808594
	Iteration 35Q: 3 clusters Score -660919.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -660922.250000 Penalty: 4270.808594
	Iteration 36Q: 3 clusters Score -660922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -660924.937500 Penalty: 4270.808594
	Iteration 37Q: 3 clusters Score -660924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -660926.687500 Penalty: 4270.808594
	Iteration 38Q: 3 clusters Score -660926.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -660928.750000 Penalty: 4270.808594
	Iteration 39Q: 3 clusters Score -660928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -660929.437500 Penalty: 4270.808594
	Iteration 40F: 3 clusters Score -660929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -660929.750000 Penalty: 4270.808594
	Iteration 41Q: 3 clusters Score -660929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -660929.437500 Penalty: 4270.808594
	Iteration 42Q: 3 clusters Score -660929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -660929.437500 Penalty: 4270.808594
	Iteration 43F: 3 clusters Score -660929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -567880.062500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -567880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -563704.875000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -563704.9 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -564715.312500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -564715.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -564962.437500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -564962.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -565132.375000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -565132.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -565330.000000 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -565330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -565551.437500 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -565551.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -565762.187500 Penalty: 4167.729004
	Iteration 6F: 3 clusters Score -565762.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -565931.687500 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -565931.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -566073.875000 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -566073.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -566167.062500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -566167.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -566228.000000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -566228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -566273.937500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -566273.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -566310.000000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -566310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -566336.250000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -566336.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -566362.062500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -566362.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -566381.000000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -566381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -566401.375000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -566401.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -566412.812500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -566412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -566425.375000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -566425.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -566435.812500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -566435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -566444.062500 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -566444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -566447.750000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -566447.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -566453.250000 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -566453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -566454.875000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -566454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -566457.562500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -566457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -566461.625000 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -566461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -566463.875000 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -566463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -566465.062500 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -566465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -566465.187500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -566465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -566467.187500 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -566467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -566467.812500 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -566467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -566467.812500 Penalty: 4167.729004
	Iteration 31F: 3 clusters Score -566467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -362615.781250 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -362615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -359476.250000 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -359476.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -360138.781250 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -360138.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -360306.718750 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -360306.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -360406.156250 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -360406.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360474.531250 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -360474.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -360526.156250 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -360526.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -360561.781250 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -360561.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -360595.500000 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -360595.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -360623.500000 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -360623.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -360646.843750 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -360646.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -360660.593750 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -360660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -360668.375000 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -360668.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -360677.156250 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -360677.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -360687.500000 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -360687.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -360700.343750 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -360700.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -360715.281250 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -360715.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -360733.156250 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -360733.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -360754.281250 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -360754.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -360769.406250 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -360769.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -360781.468750 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -360781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -360790.250000 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -360790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -360798.906250 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -360798.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -360807.531250 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -360807.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -360816.343750 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -360816.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -360823.250000 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -360823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -360826.875000 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -360826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -360831.593750 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -360831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -360834.812500 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -360834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -360839.468750 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -360839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -360841.500000 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -360841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360843.187500 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -360843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -360847.625000 Penalty: 3936.228760
	Iteration 31Q: 3 clusters Score -360847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -360851.906250 Penalty: 3936.228760
	Iteration 32Q: 3 clusters Score -360851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -360854.968750 Penalty: 3936.228760
	Iteration 33Q: 3 clusters Score -360855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -360860.531250 Penalty: 3936.228760
	Iteration 34Q: 3 clusters Score -360860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -360865.906250 Penalty: 3936.228760
	Iteration 35Q: 3 clusters Score -360865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -360872.562500 Penalty: 3936.228760
	Iteration 36Q: 3 clusters Score -360872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -360879.937500 Penalty: 3936.228760
	Iteration 37Q: 3 clusters Score -360879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -360886.625000 Penalty: 3936.228760
	Iteration 38Q: 3 clusters Score -360886.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -360895.687500 Penalty: 3936.228760
	Iteration 39Q: 3 clusters Score -360895.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -360903.187500 Penalty: 3936.228760
	Iteration 40F: 3 clusters Score -360903.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -360913.250000 Penalty: 3936.228760
	Iteration 41Q: 3 clusters Score -360913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -360920.312500 Penalty: 3936.228760
	Iteration 42Q: 3 clusters Score -360920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -360924.125000 Penalty: 3936.228760
	Iteration 43Q: 3 clusters Score -360924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -360931.562500 Penalty: 3936.228760
	Iteration 44Q: 3 clusters Score -360931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -360940.281250 Penalty: 3936.228760
	Iteration 45Q: 3 clusters Score -360940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -360944.812500 Penalty: 3936.228760
	Iteration 46Q: 3 clusters Score -360944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -360949.875000 Penalty: 3936.228760
	Iteration 47Q: 3 clusters Score -360949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -360953.031250 Penalty: 3936.228760
	Iteration 48Q: 3 clusters Score -360953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -360956.500000 Penalty: 3936.228760
	Iteration 49Q: 3 clusters Score -360956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -360964.343750 Penalty: 3936.228760
	Iteration 50Q: 3 clusters Score -360964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -360970.312500 Penalty: 3936.228760
	Iteration 51Q: 3 clusters Score -360970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -360973.718750 Penalty: 3936.228760
	Iteration 52Q: 3 clusters Score -360973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -360975.437500 Penalty: 3936.228760
	Iteration 53Q: 3 clusters Score -360975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -360974.968750 Penalty: 3936.228760
	Iteration 54Q: 3 clusters Score -360975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -360974.968750 Penalty: 3936.228760
	Iteration 55F: 3 clusters Score -360975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -75649.304688 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -75649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74182.179688 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -74182.18 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74649.421875 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -74649.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74879.195312 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -74879.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75163.109375 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -75163.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75512.890625 Penalty: 3226.868896
	Iteration 4Q: 3 clusters Score -75512.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75568.789062 Penalty: 3226.868896
	Iteration 5Q: 3 clusters Score -75568.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75629.289062 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -75629.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -75681.578125 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -75681.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75713.367188 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -75713.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75729.156250 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -75729.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -75734.554688 Penalty: 3226.868896
	Iteration 10Q: 3 clusters Score -75734.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75740.250000 Penalty: 3226.868896
	Iteration 11Q: 3 clusters Score -75740.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75744.804688 Penalty: 3226.868896
	Iteration 12Q: 3 clusters Score -75744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75747.703125 Penalty: 3226.868896
	Iteration 13F: 3 clusters Score -75747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75761.968750 Penalty: 3226.868896
	Iteration 14Q: 3 clusters Score -75761.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75771.757812 Penalty: 3226.868896
	Iteration 15Q: 3 clusters Score -75771.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75777.359375 Penalty: 3226.868896
	Iteration 16Q: 3 clusters Score -75777.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75777.359375 Penalty: 3226.868896
	Iteration 17F: 3 clusters Score -75777.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 208 members 
Entering Unmasked Estep 
Score: -111270152.000000 Penalty: 145996.140625
Splitting cluster 42 changes total score from -111271672.000000 to -111270152.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53003 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271672.000000 Penalty: 142600.890625
Iteration 239Q: 43 clusters Score -1.112717e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53004 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271696.000000 Penalty: 142600.890625
Iteration 240F: 43 clusters Score -1.112717e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53005 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271704.000000 Penalty: 142600.890625
Iteration 241Q: 43 clusters Score -1.112717e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53007 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271680.000000 Penalty: 142600.890625
Iteration 242Q: 43 clusters Score -1.112717e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53008 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271680.000000 Penalty: 142600.890625
Iteration 243Q: 43 clusters Score -1.112717e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271664.000000 Penalty: 142600.890625
Iteration 244Q: 43 clusters Score -1.112717e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111271664.000000 Penalty: 142600.890625
Iteration 245F: 43 clusters Score -1.112717e+08 nChanged 0
Entering ConstructFrom: 
Score: -111271664.000000 Penalty: 142600.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -2902741.000000 Penalty: 2485.781494
	Iteration 0F: 2 clusters Score -2902741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2886929.500000 Penalty: 4971.562988
	Iteration 0F: 3 clusters Score -2886930 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2892420.500000 Penalty: 4971.562988
	Iteration 1F: 3 clusters Score -2892420 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2893115.500000 Penalty: 4971.562988
	Iteration 2F: 3 clusters Score -2893116 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2894296.500000 Penalty: 4971.562988
	Iteration 3F: 3 clusters Score -2894296 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2895963.000000 Penalty: 4971.562988
	Iteration 4F: 3 clusters Score -2895963 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2897839.750000 Penalty: 4971.562988
	Iteration 5F: 3 clusters Score -2897840 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2899430.000000 Penalty: 4971.562988
	Iteration 6F: 3 clusters Score -2899430 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2900600.000000 Penalty: 4971.562988
	Iteration 7F: 3 clusters Score -2900600 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2901325.750000 Penalty: 4971.562988
	Iteration 8Q: 3 clusters Score -2901326 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2901863.000000 Penalty: 4971.562988
	Iteration 9Q: 3 clusters Score -2901863 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2902236.250000 Penalty: 4971.562988
	Iteration 10Q: 3 clusters Score -2902236 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2902482.500000 Penalty: 4971.562988
	Iteration 11Q: 3 clusters Score -2902482 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2902638.750000 Penalty: 4971.562988
	Iteration 12Q: 3 clusters Score -2902639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2902712.500000 Penalty: 4971.562988
	Iteration 13Q: 3 clusters Score -2902712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2902757.500000 Penalty: 4971.562988
	Iteration 14Q: 3 clusters Score -2902758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2902781.500000 Penalty: 4971.562988
	Iteration 15Q: 3 clusters Score -2902782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2902793.000000 Penalty: 4971.562988
	Iteration 16Q: 3 clusters Score -2902793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2902807.000000 Penalty: 4971.562988
	Iteration 17Q: 3 clusters Score -2902807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2902808.750000 Penalty: 4971.562988
	Iteration 18Q: 3 clusters Score -2902809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2902813.500000 Penalty: 4971.562988
	Iteration 19Q: 3 clusters Score -2902814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2902817.750000 Penalty: 4971.562988
	Iteration 20F: 3 clusters Score -2902818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2902819.000000 Penalty: 4971.562988
	Iteration 21Q: 3 clusters Score -2902819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2902820.750000 Penalty: 4971.562988
	Iteration 22Q: 3 clusters Score -2902821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2902825.500000 Penalty: 4971.562988
	Iteration 23Q: 3 clusters Score -2902826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2902825.250000 Penalty: 4971.562988
	Iteration 24Q: 3 clusters Score -2902825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2902823.000000 Penalty: 4971.562988
	Iteration 25Q: 3 clusters Score -2902823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2902825.250000 Penalty: 4971.562988
	Iteration 26Q: 3 clusters Score -2902825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2902824.750000 Penalty: 4971.562988
	Iteration 27Q: 3 clusters Score -2902825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2902823.750000 Penalty: 4971.562988
	Iteration 28Q: 3 clusters Score -2902824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2902823.750000 Penalty: 4971.562988
	Iteration 29F: 3 clusters Score -2902824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 21068 members 
Entering Unmasked Estep 
Score: -111270536.000000 Penalty: 145996.140625
Splitting cluster 1 changes total score from -111271664.000000 to -111270536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -159329.890625 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -159329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157187.468750 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -157187.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158005.234375 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -158005.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158466.734375 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -158466.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158732.687500 Penalty: 3625.037109
	Iteration 3F: 3 clusters Score -158732.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158851.921875 Penalty: 3625.037109
	Iteration 4Q: 3 clusters Score -158851.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158892.953125 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -158893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158922.453125 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -158922.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158940.937500 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -158940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158948.593750 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -158948.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158963.765625 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -158963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158984.312500 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -158984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158990.578125 Penalty: 3625.037109
	Iteration 11Q: 3 clusters Score -158990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158993.812500 Penalty: 3625.037109
	Iteration 12Q: 3 clusters Score -158993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158994.343750 Penalty: 3625.037109
	Iteration 13Q: 3 clusters Score -158994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158995.031250 Penalty: 3625.037109
	Iteration 14Q: 3 clusters Score -158995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158995.031250 Penalty: 3625.037109
	Iteration 15F: 3 clusters Score -158995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -187252.843750 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -187252.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184943.359375 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -184943.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -185873.937500 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -185873.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186457.125000 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -186457.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186722.093750 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -186722.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186933.390625 Penalty: 3689.438232
	Iteration 4F: 3 clusters Score -186933.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187071.281250 Penalty: 3689.438232
	Iteration 5F: 3 clusters Score -187071.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187181.000000 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -187181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -187259.031250 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -187259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187308.953125 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -187309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187333.312500 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -187333.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -187349.578125 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -187349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187358.406250 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -187358.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -187364.968750 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -187365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -187367.875000 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -187367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187369.062500 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -187369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -187373.687500 Penalty: 3689.438232
	Iteration 15Q: 3 clusters Score -187373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -187375.796875 Penalty: 3689.438232
	Iteration 16Q: 3 clusters Score -187375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187380.562500 Penalty: 3689.438232
	Iteration 17Q: 3 clusters Score -187380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187381.750000 Penalty: 3689.438232
	Iteration 18Q: 3 clusters Score -187381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187382.187500 Penalty: 3689.438232
	Iteration 19Q: 3 clusters Score -187382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187382.906250 Penalty: 3689.438232
	Iteration 20F: 3 clusters Score -187382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187383.437500 Penalty: 3689.438232
	Iteration 21Q: 3 clusters Score -187383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187383.437500 Penalty: 3689.438232
	Iteration 22F: 3 clusters Score -187383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 615 members 
Entering Unmasked Estep 
Score: -111270288.000000 Penalty: 145996.140625
Splitting cluster 3 changes total score from -111271664.000000 to -111270288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Entering Unmasked Estep 
Score: -3586514.250000 Penalty: 2552.031494
	Iteration 0F: 2 clusters Score -3586514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3566309.750000 Penalty: 5104.062988
	Iteration 0F: 3 clusters Score -3566310 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3573640.500000 Penalty: 5104.062988
	Iteration 1F: 3 clusters Score -3573640 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3574320.000000 Penalty: 5104.062988
	Iteration 2F: 3 clusters Score -3574320 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3574978.250000 Penalty: 5104.062988
	Iteration 3F: 3 clusters Score -3574978 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3575716.000000 Penalty: 5104.062988
	Iteration 4Q: 3 clusters Score -3575716 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3576584.750000 Penalty: 5104.062988
	Iteration 5F: 3 clusters Score -3576585 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3577592.000000 Penalty: 5104.062988
	Iteration 6F: 3 clusters Score -3577592 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3578450.750000 Penalty: 5104.062988
	Iteration 7F: 3 clusters Score -3578451 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3579177.500000 Penalty: 5104.062988
	Iteration 8Q: 3 clusters Score -3579178 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3579776.000000 Penalty: 5104.062988
	Iteration 9Q: 3 clusters Score -3579776 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3580323.250000 Penalty: 5104.062988
	Iteration 10Q: 3 clusters Score -3580323 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3580751.750000 Penalty: 5104.062988
	Iteration 11Q: 3 clusters Score -3580752 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3581127.750000 Penalty: 5104.062988
	Iteration 12Q: 3 clusters Score -3581128 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3581443.500000 Penalty: 5104.062988
	Iteration 13Q: 3 clusters Score -3581444 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3581708.250000 Penalty: 5104.062988
	Iteration 14Q: 3 clusters Score -3581708 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3581905.500000 Penalty: 5104.062988
	Iteration 15Q: 3 clusters Score -3581906 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3582040.250000 Penalty: 5104.062988
	Iteration 16Q: 3 clusters Score -3582040 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3582113.250000 Penalty: 5104.062988
	Iteration 17Q: 3 clusters Score -3582113 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3582165.250000 Penalty: 5104.062988
	Iteration 18Q: 3 clusters Score -3582165 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3582222.000000 Penalty: 5104.062988
	Iteration 19Q: 3 clusters Score -3582222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3582275.250000 Penalty: 5104.062988
	Iteration 20F: 3 clusters Score -3582275 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3582312.750000 Penalty: 5104.062988
	Iteration 21Q: 3 clusters Score -3582313 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3582336.000000 Penalty: 5104.062988
	Iteration 22Q: 3 clusters Score -3582336 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3582365.250000 Penalty: 5104.062988
	Iteration 23Q: 3 clusters Score -3582365 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3582382.750000 Penalty: 5104.062988
	Iteration 24Q: 3 clusters Score -3582383 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3582403.000000 Penalty: 5104.062988
	Iteration 25Q: 3 clusters Score -3582403 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3582453.000000 Penalty: 5104.062988
	Iteration 26Q: 3 clusters Score -3582453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3582469.500000 Penalty: 5104.062988
	Iteration 27Q: 3 clusters Score -3582470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3582516.750000 Penalty: 5104.062988
	Iteration 28Q: 3 clusters Score -3582517 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3582554.000000 Penalty: 5104.062988
	Iteration 29Q: 3 clusters Score -3582554 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3582589.250000 Penalty: 5104.062988
	Iteration 30Q: 3 clusters Score -3582589 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3582617.250000 Penalty: 5104.062988
	Iteration 31Q: 3 clusters Score -3582617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3582657.750000 Penalty: 5104.062988
	Iteration 32Q: 3 clusters Score -3582658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3582702.750000 Penalty: 5104.062988
	Iteration 33Q: 3 clusters Score -3582703 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3582715.500000 Penalty: 5104.062988
	Iteration 34Q: 3 clusters Score -3582716 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3582741.750000 Penalty: 5104.062988
	Iteration 35Q: 3 clusters Score -3582742 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3582781.000000 Penalty: 5104.062988
	Iteration 36Q: 3 clusters Score -3582781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3582812.750000 Penalty: 5104.062988
	Iteration 37Q: 3 clusters Score -3582813 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3582843.750000 Penalty: 5104.062988
	Iteration 38Q: 3 clusters Score -3582844 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3582882.500000 Penalty: 5104.062988
	Iteration 39Q: 3 clusters Score -3582882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3582931.500000 Penalty: 5104.062988
	Iteration 40F: 3 clusters Score -3582932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3582983.000000 Penalty: 5104.062988
	Iteration 41Q: 3 clusters Score -3582983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3583019.500000 Penalty: 5104.062988
	Iteration 42Q: 3 clusters Score -3583020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3583059.500000 Penalty: 5104.062988
	Iteration 43Q: 3 clusters Score -3583060 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3583080.750000 Penalty: 5104.062988
	Iteration 44Q: 3 clusters Score -3583081 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3583121.500000 Penalty: 5104.062988
	Iteration 45Q: 3 clusters Score -3583122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3583161.000000 Penalty: 5104.062988
	Iteration 46Q: 3 clusters Score -3583161 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3583181.250000 Penalty: 5104.062988
	Iteration 47Q: 3 clusters Score -3583181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3583212.750000 Penalty: 5104.062988
	Iteration 48Q: 3 clusters Score -3583213 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3583250.000000 Penalty: 5104.062988
	Iteration 49Q: 3 clusters Score -3583250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3583288.500000 Penalty: 5104.062988
	Iteration 50Q: 3 clusters Score -3583288 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3583316.750000 Penalty: 5104.062988
	Iteration 51Q: 3 clusters Score -3583317 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3583341.000000 Penalty: 5104.062988
	Iteration 52Q: 3 clusters Score -3583341 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3583373.500000 Penalty: 5104.062988
	Iteration 53Q: 3 clusters Score -3583374 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3583419.000000 Penalty: 5104.062988
	Iteration 54Q: 3 clusters Score -3583419 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3583462.250000 Penalty: 5104.062988
	Iteration 55Q: 3 clusters Score -3583462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3583498.250000 Penalty: 5104.062988
	Iteration 56Q: 3 clusters Score -3583498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3583534.000000 Penalty: 5104.062988
	Iteration 57Q: 3 clusters Score -3583534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3583579.000000 Penalty: 5104.062988
	Iteration 58Q: 3 clusters Score -3583579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3583627.750000 Penalty: 5104.062988
	Iteration 59Q: 3 clusters Score -3583628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3583691.250000 Penalty: 5104.062988
	Iteration 60F: 3 clusters Score -3583691 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3583748.000000 Penalty: 5104.062988
	Iteration 61Q: 3 clusters Score -3583748 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3583820.000000 Penalty: 5104.062988
	Iteration 62Q: 3 clusters Score -3583820 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3583891.000000 Penalty: 5104.062988
	Iteration 63Q: 3 clusters Score -3583891 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3583958.000000 Penalty: 5104.062988
	Iteration 64Q: 3 clusters Score -3583958 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3584011.750000 Penalty: 5104.062988
	Iteration 65Q: 3 clusters Score -3584012 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3584068.000000 Penalty: 5104.062988
	Iteration 66Q: 3 clusters Score -3584068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3584123.000000 Penalty: 5104.062988
	Iteration 67Q: 3 clusters Score -3584123 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3584181.250000 Penalty: 5104.062988
	Iteration 68Q: 3 clusters Score -3584181 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3584254.750000 Penalty: 5104.062988
	Iteration 69Q: 3 clusters Score -3584255 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3584306.250000 Penalty: 5104.062988
	Iteration 70Q: 3 clusters Score -3584306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3584357.750000 Penalty: 5104.062988
	Iteration 71Q: 3 clusters Score -3584358 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3584435.500000 Penalty: 5104.062988
	Iteration 72Q: 3 clusters Score -3584436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3584491.000000 Penalty: 5104.062988
	Iteration 73Q: 3 clusters Score -3584491 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3584551.000000 Penalty: 5104.062988
	Iteration 74Q: 3 clusters Score -3584551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3584580.000000 Penalty: 5104.062988
	Iteration 75Q: 3 clusters Score -3584580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3584623.000000 Penalty: 5104.062988
	Iteration 76Q: 3 clusters Score -3584623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3584650.250000 Penalty: 5104.062988
	Iteration 77Q: 3 clusters Score -3584650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3584655.750000 Penalty: 5104.062988
	Iteration 78Q: 3 clusters Score -3584656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3584671.750000 Penalty: 5104.062988
	Iteration 79Q: 3 clusters Score -3584672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3584691.000000 Penalty: 5104.062988
	Iteration 80F: 3 clusters Score -3584691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3584700.500000 Penalty: 5104.062988
	Iteration 81Q: 3 clusters Score -3584700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3584710.000000 Penalty: 5104.062988
	Iteration 82Q: 3 clusters Score -3584710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3584729.000000 Penalty: 5104.062988
	Iteration 83Q: 3 clusters Score -3584729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3584750.250000 Penalty: 5104.062988
	Iteration 84Q: 3 clusters Score -3584750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3584759.250000 Penalty: 5104.062988
	Iteration 85Q: 3 clusters Score -3584759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3584765.500000 Penalty: 5104.062988
	Iteration 86Q: 3 clusters Score -3584766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3584767.750000 Penalty: 5104.062988
	Iteration 87Q: 3 clusters Score -3584768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3584789.750000 Penalty: 5104.062988
	Iteration 88Q: 3 clusters Score -3584790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3584797.500000 Penalty: 5104.062988
	Iteration 89Q: 3 clusters Score -3584798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3584809.500000 Penalty: 5104.062988
	Iteration 90Q: 3 clusters Score -3584810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3584815.250000 Penalty: 5104.062988
	Iteration 91Q: 3 clusters Score -3584815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3584818.750000 Penalty: 5104.062988
	Iteration 92Q: 3 clusters Score -3584819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3584817.000000 Penalty: 5104.062988
	Iteration 93Q: 3 clusters Score -3584817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3584817.500000 Penalty: 5104.062988
	Iteration 94Q: 3 clusters Score -3584818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3584825.750000 Penalty: 5104.062988
	Iteration 95Q: 3 clusters Score -3584826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3584825.000000 Penalty: 5104.062988
	Iteration 96Q: 3 clusters Score -3584825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3584835.000000 Penalty: 5104.062988
	Iteration 97Q: 3 clusters Score -3584835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3584838.250000 Penalty: 5104.062988
	Iteration 98Q: 3 clusters Score -3584838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3584835.500000 Penalty: 5104.062988
	Iteration 99Q: 3 clusters Score -3584836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3584833.750000 Penalty: 5104.062988
	Iteration 100F: 3 clusters Score -3584834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3584838.250000 Penalty: 5104.062988
	Iteration 101Q: 3 clusters Score -3584838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3584844.000000 Penalty: 5104.062988
	Iteration 102Q: 3 clusters Score -3584844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3584849.250000 Penalty: 5104.062988
	Iteration 103Q: 3 clusters Score -3584849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3584847.000000 Penalty: 5104.062988
	Iteration 104Q: 3 clusters Score -3584847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3584846.750000 Penalty: 5104.062988
	Iteration 105Q: 3 clusters Score -3584847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3584846.000000 Penalty: 5104.062988
	Iteration 106Q: 3 clusters Score -3584846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3584847.500000 Penalty: 5104.062988
	Iteration 107Q: 3 clusters Score -3584848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3584844.000000 Penalty: 5104.062988
	Iteration 108Q: 3 clusters Score -3584844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3584844.000000 Penalty: 5104.062988
	Iteration 109F: 3 clusters Score -3584844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -1029397.250000 Penalty: 2225.422607
	Iteration 0F: 2 clusters Score -1029397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1023045.375000 Penalty: 4450.845215
	Iteration 0F: 3 clusters Score -1023045 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1024737.125000 Penalty: 4450.845215
	Iteration 1F: 3 clusters Score -1024737 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1025002.750000 Penalty: 4450.845215
	Iteration 2F: 3 clusters Score -1025003 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1025174.625000 Penalty: 4450.845215
	Iteration 3Q: 3 clusters Score -1025175 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1025298.875000 Penalty: 4450.845215
	Iteration 4Q: 3 clusters Score -1025299 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1025394.625000 Penalty: 4450.845215
	Iteration 5Q: 3 clusters Score -1025395 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1025472.625000 Penalty: 4450.845215
	Iteration 6Q: 3 clusters Score -1025473 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1025549.750000 Penalty: 4450.845215
	Iteration 7Q: 3 clusters Score -1025550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1025622.687500 Penalty: 4450.845215
	Iteration 8Q: 3 clusters Score -1025623 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1025692.250000 Penalty: 4450.845215
	Iteration 9Q: 3 clusters Score -1025692 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1025766.437500 Penalty: 4450.845215
	Iteration 10Q: 3 clusters Score -1025766 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1025866.562500 Penalty: 4450.845215
	Iteration 11Q: 3 clusters Score -1025867 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1026000.000000 Penalty: 4450.845215
	Iteration 12Q: 3 clusters Score -1026000 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1026150.000000 Penalty: 4450.845215
	Iteration 13Q: 3 clusters Score -1026150 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1026308.250000 Penalty: 4450.845215
	Iteration 14Q: 3 clusters Score -1026308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1026486.687500 Penalty: 4450.845215
	Iteration 15Q: 3 clusters Score -1026487 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1026659.062500 Penalty: 4450.845215
	Iteration 16Q: 3 clusters Score -1026659 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1026825.625000 Penalty: 4450.845215
	Iteration 17Q: 3 clusters Score -1026826 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1026970.375000 Penalty: 4450.845215
	Iteration 18Q: 3 clusters Score -1026970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1027068.250000 Penalty: 4450.845215
	Iteration 19Q: 3 clusters Score -1027068 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1027128.937500 Penalty: 4450.845215
	Iteration 20F: 3 clusters Score -1027129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1027187.250000 Penalty: 4450.845215
	Iteration 21Q: 3 clusters Score -1027187 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1027235.000000 Penalty: 4450.845215
	Iteration 22Q: 3 clusters Score -1027235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1027272.562500 Penalty: 4450.845215
	Iteration 23Q: 3 clusters Score -1027273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1027301.437500 Penalty: 4450.845215
	Iteration 24Q: 3 clusters Score -1027301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1027331.312500 Penalty: 4450.845215
	Iteration 25Q: 3 clusters Score -1027331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1027355.437500 Penalty: 4450.845215
	Iteration 26Q: 3 clusters Score -1027355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1027373.687500 Penalty: 4450.845215
	Iteration 27Q: 3 clusters Score -1027374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1027377.750000 Penalty: 4450.845215
	Iteration 28Q: 3 clusters Score -1027378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1027385.937500 Penalty: 4450.845215
	Iteration 29Q: 3 clusters Score -1027386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1027392.687500 Penalty: 4450.845215
	Iteration 30Q: 3 clusters Score -1027393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1027398.125000 Penalty: 4450.845215
	Iteration 31Q: 3 clusters Score -1027398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1027403.187500 Penalty: 4450.845215
	Iteration 32Q: 3 clusters Score -1027403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1027402.875000 Penalty: 4450.845215
	Iteration 33Q: 3 clusters Score -1027403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1027409.437500 Penalty: 4450.845215
	Iteration 34Q: 3 clusters Score -1027409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1027413.062500 Penalty: 4450.845215
	Iteration 35Q: 3 clusters Score -1027413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1027420.937500 Penalty: 4450.845215
	Iteration 36Q: 3 clusters Score -1027421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1027424.312500 Penalty: 4450.845215
	Iteration 37Q: 3 clusters Score -1027424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1027430.312500 Penalty: 4450.845215
	Iteration 38Q: 3 clusters Score -1027430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1027435.937500 Penalty: 4450.845215
	Iteration 39Q: 3 clusters Score -1027436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1027441.875000 Penalty: 4450.845215
	Iteration 40F: 3 clusters Score -1027442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1027446.875000 Penalty: 4450.845215
	Iteration 41Q: 3 clusters Score -1027447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1027452.750000 Penalty: 4450.845215
	Iteration 42Q: 3 clusters Score -1027453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1027465.750000 Penalty: 4450.845215
	Iteration 43Q: 3 clusters Score -1027466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1027469.750000 Penalty: 4450.845215
	Iteration 44Q: 3 clusters Score -1027470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1027474.875000 Penalty: 4450.845215
	Iteration 45Q: 3 clusters Score -1027475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1027479.125000 Penalty: 4450.845215
	Iteration 46Q: 3 clusters Score -1027479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1027481.187500 Penalty: 4450.845215
	Iteration 47Q: 3 clusters Score -1027481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1027483.187500 Penalty: 4450.845215
	Iteration 48Q: 3 clusters Score -1027483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1027484.687500 Penalty: 4450.845215
	Iteration 49Q: 3 clusters Score -1027485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1027486.250000 Penalty: 4450.845215
	Iteration 50Q: 3 clusters Score -1027486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1027485.937500 Penalty: 4450.845215
	Iteration 51Q: 3 clusters Score -1027486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1027487.500000 Penalty: 4450.845215
	Iteration 52Q: 3 clusters Score -1027488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1027491.250000 Penalty: 4450.845215
	Iteration 53Q: 3 clusters Score -1027491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1027491.250000 Penalty: 4450.845215
	Iteration 54F: 3 clusters Score -1027491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Entering Unmasked Estep 
Score: -6055386.000000 Penalty: 2666.419678
	Iteration 0F: 2 clusters Score -6055386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -6023816.500000 Penalty: 5332.839355
	Iteration 0F: 3 clusters Score -6023816 nChanged 21506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -6036394.500000 Penalty: 5332.839355
	Iteration 1F: 3 clusters Score -6036394 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6037591.000000 Penalty: 5332.839355
	Iteration 2F: 3 clusters Score -6037591 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6039041.500000 Penalty: 5332.839355
	Iteration 3F: 3 clusters Score -6039042 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6040537.000000 Penalty: 5332.839355
	Iteration 4F: 3 clusters Score -6040537 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6042057.500000 Penalty: 5332.839355
	Iteration 5F: 3 clusters Score -6042058 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6043613.500000 Penalty: 5332.839355
	Iteration 6F: 3 clusters Score -6043614 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6045082.000000 Penalty: 5332.839355
	Iteration 7F: 3 clusters Score -6045082 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -6046259.500000 Penalty: 5332.839355
	Iteration 8Q: 3 clusters Score -6046260 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6047183.500000 Penalty: 5332.839355
	Iteration 9Q: 3 clusters Score -6047184 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -6047748.000000 Penalty: 5332.839355
	Iteration 10Q: 3 clusters Score -6047748 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6048062.500000 Penalty: 5332.839355
	Iteration 11Q: 3 clusters Score -6048062 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -6048299.000000 Penalty: 5332.839355
	Iteration 12Q: 3 clusters Score -6048299 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6048522.000000 Penalty: 5332.839355
	Iteration 13Q: 3 clusters Score -6048522 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -6048760.500000 Penalty: 5332.839355
	Iteration 14Q: 3 clusters Score -6048760 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6048923.500000 Penalty: 5332.839355
	Iteration 15Q: 3 clusters Score -6048924 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -6049065.500000 Penalty: 5332.839355
	Iteration 16Q: 3 clusters Score -6049066 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6049239.000000 Penalty: 5332.839355
	Iteration 17Q: 3 clusters Score -6049239 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6049387.000000 Penalty: 5332.839355
	Iteration 18Q: 3 clusters Score -6049387 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -6049587.000000 Penalty: 5332.839355
	Iteration 19Q: 3 clusters Score -6049587 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -6049768.000000 Penalty: 5332.839355
	Iteration 20F: 3 clusters Score -6049768 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -6049963.000000 Penalty: 5332.839355
	Iteration 21Q: 3 clusters Score -6049963 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -6050166.500000 Penalty: 5332.839355
	Iteration 22Q: 3 clusters Score -6050166 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -6050357.500000 Penalty: 5332.839355
	Iteration 23Q: 3 clusters Score -6050358 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -6050524.500000 Penalty: 5332.839355
	Iteration 24Q: 3 clusters Score -6050524 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -6050719.500000 Penalty: 5332.839355
	Iteration 25Q: 3 clusters Score -6050720 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -6050912.500000 Penalty: 5332.839355
	Iteration 26Q: 3 clusters Score -6050912 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -6051130.000000 Penalty: 5332.839355
	Iteration 27Q: 3 clusters Score -6051130 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -6051326.000000 Penalty: 5332.839355
	Iteration 28Q: 3 clusters Score -6051326 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -6051501.000000 Penalty: 5332.839355
	Iteration 29Q: 3 clusters Score -6051501 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -6051701.000000 Penalty: 5332.839355
	Iteration 30Q: 3 clusters Score -6051701 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -6051900.000000 Penalty: 5332.839355
	Iteration 31Q: 3 clusters Score -6051900 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -6052098.500000 Penalty: 5332.839355
	Iteration 32Q: 3 clusters Score -6052098 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -6052254.000000 Penalty: 5332.839355
	Iteration 33Q: 3 clusters Score -6052254 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6052397.500000 Penalty: 5332.839355
	Iteration 34Q: 3 clusters Score -6052398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -6052562.000000 Penalty: 5332.839355
	Iteration 35Q: 3 clusters Score -6052562 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -6052652.500000 Penalty: 5332.839355
	Iteration 36Q: 3 clusters Score -6052652 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6052758.000000 Penalty: 5332.839355
	Iteration 37Q: 3 clusters Score -6052758 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -6052861.000000 Penalty: 5332.839355
	Iteration 38Q: 3 clusters Score -6052861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -6052956.500000 Penalty: 5332.839355
	Iteration 39Q: 3 clusters Score -6052956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -6053011.500000 Penalty: 5332.839355
	Iteration 40F: 3 clusters Score -6053012 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -6053089.000000 Penalty: 5332.839355
	Iteration 41Q: 3 clusters Score -6053089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -6053153.000000 Penalty: 5332.839355
	Iteration 42Q: 3 clusters Score -6053153 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6053193.500000 Penalty: 5332.839355
	Iteration 43Q: 3 clusters Score -6053194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6053241.000000 Penalty: 5332.839355
	Iteration 44Q: 3 clusters Score -6053241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6053266.000000 Penalty: 5332.839355
	Iteration 45Q: 3 clusters Score -6053266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6053295.500000 Penalty: 5332.839355
	Iteration 46Q: 3 clusters Score -6053296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -6053297.500000 Penalty: 5332.839355
	Iteration 47Q: 3 clusters Score -6053298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -6053306.000000 Penalty: 5332.839355
	Iteration 48Q: 3 clusters Score -6053306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -6053322.500000 Penalty: 5332.839355
	Iteration 49Q: 3 clusters Score -6053322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6053329.000000 Penalty: 5332.839355
	Iteration 50Q: 3 clusters Score -6053329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -6053344.500000 Penalty: 5332.839355
	Iteration 51Q: 3 clusters Score -6053344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6053355.000000 Penalty: 5332.839355
	Iteration 52Q: 3 clusters Score -6053355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6053353.500000 Penalty: 5332.839355
	Iteration 53Q: 3 clusters Score -6053354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -6053362.500000 Penalty: 5332.839355
	Iteration 54Q: 3 clusters Score -6053362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -6053364.000000 Penalty: 5332.839355
	Iteration 55Q: 3 clusters Score -6053364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -6053362.000000 Penalty: 5332.839355
	Iteration 56Q: 3 clusters Score -6053362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -6053356.000000 Penalty: 5332.839355
	Iteration 57Q: 3 clusters Score -6053356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6053359.500000 Penalty: 5332.839355
	Iteration 58Q: 3 clusters Score -6053360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6053369.000000 Penalty: 5332.839355
	Iteration 59Q: 3 clusters Score -6053369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6053373.500000 Penalty: 5332.839355
	Iteration 60F: 3 clusters Score -6053374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -6053370.000000 Penalty: 5332.839355
	Iteration 61Q: 3 clusters Score -6053370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6053367.000000 Penalty: 5332.839355
	Iteration 62Q: 3 clusters Score -6053367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6053367.000000 Penalty: 5332.839355
	Iteration 63Q: 3 clusters Score -6053367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6053369.000000 Penalty: 5332.839355
	Iteration 64Q: 3 clusters Score -6053369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6053369.500000 Penalty: 5332.839355
	Iteration 65Q: 3 clusters Score -6053370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -6053373.500000 Penalty: 5332.839355
	Iteration 66Q: 3 clusters Score -6053374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6053372.000000 Penalty: 5332.839355
	Iteration 67Q: 3 clusters Score -6053372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6053372.000000 Penalty: 5332.839355
	Iteration 68F: 3 clusters Score -6053372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -702130.187500 Penalty: 2132.404297
	Iteration 0F: 2 clusters Score -702130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -697364.437500 Penalty: 4264.808594
	Iteration 0F: 3 clusters Score -697364.4 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -698595.312500 Penalty: 4264.808594
	Iteration 1F: 3 clusters Score -698595.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -698850.375000 Penalty: 4264.808594
	Iteration 2F: 3 clusters Score -698850.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -699020.562500 Penalty: 4264.808594
	Iteration 3F: 3 clusters Score -699020.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -699133.687500 Penalty: 4264.808594
	Iteration 4Q: 3 clusters Score -699133.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -699226.312500 Penalty: 4264.808594
	Iteration 5Q: 3 clusters Score -699226.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -699318.062500 Penalty: 4264.808594
	Iteration 6Q: 3 clusters Score -699318.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -699411.937500 Penalty: 4264.808594
	Iteration 7Q: 3 clusters Score -699411.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -699497.500000 Penalty: 4264.808594
	Iteration 8Q: 3 clusters Score -699497.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -699575.750000 Penalty: 4264.808594
	Iteration 9Q: 3 clusters Score -699575.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -699637.562500 Penalty: 4264.808594
	Iteration 10Q: 3 clusters Score -699637.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -699704.625000 Penalty: 4264.808594
	Iteration 11Q: 3 clusters Score -699704.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -699775.312500 Penalty: 4264.808594
	Iteration 12Q: 3 clusters Score -699775.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -699833.125000 Penalty: 4264.808594
	Iteration 13Q: 3 clusters Score -699833.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -699891.937500 Penalty: 4264.808594
	Iteration 14Q: 3 clusters Score -699891.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -699944.687500 Penalty: 4264.808594
	Iteration 15Q: 3 clusters Score -699944.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -699999.375000 Penalty: 4264.808594
	Iteration 16Q: 3 clusters Score -699999.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -700054.812500 Penalty: 4264.808594
	Iteration 17Q: 3 clusters Score -700054.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -700094.000000 Penalty: 4264.808594
	Iteration 18Q: 3 clusters Score -700094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -700133.062500 Penalty: 4264.808594
	Iteration 19Q: 3 clusters Score -700133.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -700166.250000 Penalty: 4264.808594
	Iteration 20F: 3 clusters Score -700166.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -700185.562500 Penalty: 4264.808594
	Iteration 21Q: 3 clusters Score -700185.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -700201.937500 Penalty: 4264.808594
	Iteration 22Q: 3 clusters Score -700201.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -700214.437500 Penalty: 4264.808594
	Iteration 23Q: 3 clusters Score -700214.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -700229.750000 Penalty: 4264.808594
	Iteration 24Q: 3 clusters Score -700229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -700241.500000 Penalty: 4264.808594
	Iteration 25Q: 3 clusters Score -700241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -700245.375000 Penalty: 4264.808594
	Iteration 26Q: 3 clusters Score -700245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -700249.437500 Penalty: 4264.808594
	Iteration 27Q: 3 clusters Score -700249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -700252.250000 Penalty: 4264.808594
	Iteration 28Q: 3 clusters Score -700252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -700254.875000 Penalty: 4264.808594
	Iteration 29Q: 3 clusters Score -700254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -700257.437500 Penalty: 4264.808594
	Iteration 30Q: 3 clusters Score -700257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -700262.687500 Penalty: 4264.808594
	Iteration 31Q: 3 clusters Score -700262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -700269.312500 Penalty: 4264.808594
	Iteration 32Q: 3 clusters Score -700269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -700275.937500 Penalty: 4264.808594
	Iteration 33Q: 3 clusters Score -700275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -700281.000000 Penalty: 4264.808594
	Iteration 34Q: 3 clusters Score -700281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -700283.375000 Penalty: 4264.808594
	Iteration 35Q: 3 clusters Score -700283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -700285.187500 Penalty: 4264.808594
	Iteration 36Q: 3 clusters Score -700285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -700289.250000 Penalty: 4264.808594
	Iteration 37Q: 3 clusters Score -700289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -700289.812500 Penalty: 4264.808594
	Iteration 38Q: 3 clusters Score -700289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -700290.937500 Penalty: 4264.808594
	Iteration 39Q: 3 clusters Score -700290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -700291.500000 Penalty: 4264.808594
	Iteration 40F: 3 clusters Score -700291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -700293.687500 Penalty: 4264.808594
	Iteration 41Q: 3 clusters Score -700293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -700295.750000 Penalty: 4264.808594
	Iteration 42Q: 3 clusters Score -700295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -700297.625000 Penalty: 4264.808594
	Iteration 43Q: 3 clusters Score -700297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -700301.187500 Penalty: 4264.808594
	Iteration 44Q: 3 clusters Score -700301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -700302.687500 Penalty: 4264.808594
	Iteration 45Q: 3 clusters Score -700302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -700302.500000 Penalty: 4264.808594
	Iteration 46Q: 3 clusters Score -700302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -700302.500000 Penalty: 4264.808594
	Iteration 47F: 3 clusters Score -700302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -762138.062500 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -762138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -757054.500000 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -757054.5 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -758429.562500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -758429.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -758811.000000 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -758811 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -759208.562500 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -759208.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -759668.062500 Penalty: 4319.403320
	Iteration 4F: 3 clusters Score -759668.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -760131.000000 Penalty: 4319.403320
	Iteration 5F: 3 clusters Score -760131 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -760503.812500 Penalty: 4319.403320
	Iteration 6F: 3 clusters Score -760503.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -760852.062500 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -760852.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -761167.500000 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -761167.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -761435.687500 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -761435.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -761645.375000 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -761645.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -761726.500000 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -761726.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -761773.625000 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -761773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -761797.000000 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -761797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -761812.250000 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -761812.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -761825.562500 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -761825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -761831.375000 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -761831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -761833.312500 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -761833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -761834.562500 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -761834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -761835.437500 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -761835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -761836.937500 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -761836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -761837.750000 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -761837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -761836.500000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -761836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -761837.500000 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -761837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -761837.937500 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -761837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -761839.375000 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -761839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -761838.062500 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -761838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -761838.125000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -761838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -761839.750000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -761839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -761839.000000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -761839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -761838.562500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -761838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -761841.062500 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -761841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -761841.500000 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -761841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -761842.750000 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -761842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -761842.750000 Penalty: 4319.403320
	Iteration 34F: 3 clusters Score -761842.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -845877.125000 Penalty: 2183.100098
	Iteration 0F: 2 clusters Score -845877.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -840368.375000 Penalty: 4366.200195
	Iteration 0F: 3 clusters Score -840368.4 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -841826.125000 Penalty: 4366.200195
	Iteration 1F: 3 clusters Score -841826.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -842084.562500 Penalty: 4366.200195
	Iteration 2F: 3 clusters Score -842084.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -842281.000000 Penalty: 4366.200195
	Iteration 3F: 3 clusters Score -842281 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -842415.375000 Penalty: 4366.200195
	Iteration 4Q: 3 clusters Score -842415.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -842518.687500 Penalty: 4366.200195
	Iteration 5Q: 3 clusters Score -842518.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -842632.687500 Penalty: 4366.200195
	Iteration 6Q: 3 clusters Score -842632.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -842735.000000 Penalty: 4366.200195
	Iteration 7Q: 3 clusters Score -842735 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -842869.437500 Penalty: 4366.200195
	Iteration 8Q: 3 clusters Score -842869.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -843017.000000 Penalty: 4366.200195
	Iteration 9Q: 3 clusters Score -843017 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -843221.500000 Penalty: 4366.200195
	Iteration 10Q: 3 clusters Score -843221.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -843430.250000 Penalty: 4366.200195
	Iteration 11Q: 3 clusters Score -843430.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -843633.062500 Penalty: 4366.200195
	Iteration 12Q: 3 clusters Score -843633.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -843805.437500 Penalty: 4366.200195
	Iteration 13Q: 3 clusters Score -843805.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -843947.187500 Penalty: 4366.200195
	Iteration 14Q: 3 clusters Score -843947.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -844058.750000 Penalty: 4366.200195
	Iteration 15Q: 3 clusters Score -844058.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -844160.062500 Penalty: 4366.200195
	Iteration 16Q: 3 clusters Score -844160.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -844240.750000 Penalty: 4366.200195
	Iteration 17Q: 3 clusters Score -844240.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -844326.375000 Penalty: 4366.200195
	Iteration 18Q: 3 clusters Score -844326.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -844402.250000 Penalty: 4366.200195
	Iteration 19Q: 3 clusters Score -844402.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -844474.875000 Penalty: 4366.200195
	Iteration 20F: 3 clusters Score -844474.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -844536.437500 Penalty: 4366.200195
	Iteration 21Q: 3 clusters Score -844536.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -844587.312500 Penalty: 4366.200195
	Iteration 22Q: 3 clusters Score -844587.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -844626.375000 Penalty: 4366.200195
	Iteration 23Q: 3 clusters Score -844626.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -844656.875000 Penalty: 4366.200195
	Iteration 24Q: 3 clusters Score -844656.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -844676.000000 Penalty: 4366.200195
	Iteration 25Q: 3 clusters Score -844676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -844691.562500 Penalty: 4366.200195
	Iteration 26Q: 3 clusters Score -844691.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -844710.687500 Penalty: 4366.200195
	Iteration 27Q: 3 clusters Score -844710.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -844724.250000 Penalty: 4366.200195
	Iteration 28Q: 3 clusters Score -844724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -844731.000000 Penalty: 4366.200195
	Iteration 29Q: 3 clusters Score -844731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -844737.562500 Penalty: 4366.200195
	Iteration 30Q: 3 clusters Score -844737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -844742.000000 Penalty: 4366.200195
	Iteration 31Q: 3 clusters Score -844742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -844749.125000 Penalty: 4366.200195
	Iteration 32Q: 3 clusters Score -844749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -844752.875000 Penalty: 4366.200195
	Iteration 33Q: 3 clusters Score -844752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -844753.875000 Penalty: 4366.200195
	Iteration 34Q: 3 clusters Score -844753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -844755.187500 Penalty: 4366.200195
	Iteration 35Q: 3 clusters Score -844755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -844755.187500 Penalty: 4366.200195
	Iteration 36F: 3 clusters Score -844755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Entering Unmasked Estep 
Score: -6883639.000000 Penalty: 2697.797852
	Iteration 0F: 2 clusters Score -6883639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6848060.500000 Penalty: 5395.595703
	Iteration 0F: 3 clusters Score -6848060 nChanged 24451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -6862059.500000 Penalty: 5395.595703
	Iteration 1F: 3 clusters Score -6862060 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -6862762.500000 Penalty: 5395.595703
	Iteration 2Q: 3 clusters Score -6862762 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6863522.500000 Penalty: 5395.595703
	Iteration 3Q: 3 clusters Score -6863522 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -6864162.500000 Penalty: 5395.595703
	Iteration 4Q: 3 clusters Score -6864162 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -6864811.000000 Penalty: 5395.595703
	Iteration 5Q: 3 clusters Score -6864811 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6865551.500000 Penalty: 5395.595703
	Iteration 6Q: 3 clusters Score -6865552 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -6866376.500000 Penalty: 5395.595703
	Iteration 7Q: 3 clusters Score -6866376 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -6867256.000000 Penalty: 5395.595703
	Iteration 8Q: 3 clusters Score -6867256 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -6868444.500000 Penalty: 5395.595703
	Iteration 9Q: 3 clusters Score -6868444 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -6869739.500000 Penalty: 5395.595703
	Iteration 10Q: 3 clusters Score -6869740 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -6871271.000000 Penalty: 5395.595703
	Iteration 11Q: 3 clusters Score -6871271 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -6872702.000000 Penalty: 5395.595703
	Iteration 12Q: 3 clusters Score -6872702 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -6873823.000000 Penalty: 5395.595703
	Iteration 13Q: 3 clusters Score -6873823 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -6874538.500000 Penalty: 5395.595703
	Iteration 14Q: 3 clusters Score -6874538 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -6874979.500000 Penalty: 5395.595703
	Iteration 15Q: 3 clusters Score -6874980 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6875220.000000 Penalty: 5395.595703
	Iteration 16Q: 3 clusters Score -6875220 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -6875537.000000 Penalty: 5395.595703
	Iteration 17Q: 3 clusters Score -6875537 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6875809.000000 Penalty: 5395.595703
	Iteration 18Q: 3 clusters Score -6875809 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6876044.500000 Penalty: 5395.595703
	Iteration 19Q: 3 clusters Score -6876044 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6876282.500000 Penalty: 5395.595703
	Iteration 20F: 3 clusters Score -6876282 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6876491.000000 Penalty: 5395.595703
	Iteration 21Q: 3 clusters Score -6876491 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -6876757.000000 Penalty: 5395.595703
	Iteration 22Q: 3 clusters Score -6876757 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -6877038.500000 Penalty: 5395.595703
	Iteration 23Q: 3 clusters Score -6877038 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -6877265.500000 Penalty: 5395.595703
	Iteration 24Q: 3 clusters Score -6877266 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -6877481.000000 Penalty: 5395.595703
	Iteration 25Q: 3 clusters Score -6877481 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -6877689.000000 Penalty: 5395.595703
	Iteration 26Q: 3 clusters Score -6877689 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -6877881.000000 Penalty: 5395.595703
	Iteration 27Q: 3 clusters Score -6877881 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -6878089.500000 Penalty: 5395.595703
	Iteration 28Q: 3 clusters Score -6878090 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -6878332.500000 Penalty: 5395.595703
	Iteration 29Q: 3 clusters Score -6878332 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -6878529.500000 Penalty: 5395.595703
	Iteration 30Q: 3 clusters Score -6878530 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -6878722.500000 Penalty: 5395.595703
	Iteration 31Q: 3 clusters Score -6878722 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -6878932.500000 Penalty: 5395.595703
	Iteration 32Q: 3 clusters Score -6878932 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -6879079.000000 Penalty: 5395.595703
	Iteration 33Q: 3 clusters Score -6879079 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -6879227.000000 Penalty: 5395.595703
	Iteration 34Q: 3 clusters Score -6879227 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6879444.500000 Penalty: 5395.595703
	Iteration 35Q: 3 clusters Score -6879444 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -6879579.500000 Penalty: 5395.595703
	Iteration 36Q: 3 clusters Score -6879580 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6879686.500000 Penalty: 5395.595703
	Iteration 37Q: 3 clusters Score -6879686 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -6879746.000000 Penalty: 5395.595703
	Iteration 38Q: 3 clusters Score -6879746 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6879852.500000 Penalty: 5395.595703
	Iteration 39Q: 3 clusters Score -6879852 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -6879989.500000 Penalty: 5395.595703
	Iteration 40F: 3 clusters Score -6879990 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -6880120.500000 Penalty: 5395.595703
	Iteration 41Q: 3 clusters Score -6880120 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -6880174.500000 Penalty: 5395.595703
	Iteration 42Q: 3 clusters Score -6880174 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -6880244.000000 Penalty: 5395.595703
	Iteration 43Q: 3 clusters Score -6880244 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6880305.500000 Penalty: 5395.595703
	Iteration 44Q: 3 clusters Score -6880306 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6880347.000000 Penalty: 5395.595703
	Iteration 45Q: 3 clusters Score -6880347 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -6880373.500000 Penalty: 5395.595703
	Iteration 46Q: 3 clusters Score -6880374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -6880410.000000 Penalty: 5395.595703
	Iteration 47Q: 3 clusters Score -6880410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6880466.000000 Penalty: 5395.595703
	Iteration 48Q: 3 clusters Score -6880466 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6880496.500000 Penalty: 5395.595703
	Iteration 49Q: 3 clusters Score -6880496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -6880485.500000 Penalty: 5395.595703
	Iteration 50Q: 3 clusters Score -6880486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6880504.000000 Penalty: 5395.595703
	Iteration 51Q: 3 clusters Score -6880504 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -6880521.000000 Penalty: 5395.595703
	Iteration 52Q: 3 clusters Score -6880521 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -6880537.000000 Penalty: 5395.595703
	Iteration 53Q: 3 clusters Score -6880537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -6880541.000000 Penalty: 5395.595703
	Iteration 54Q: 3 clusters Score -6880541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -6880547.000000 Penalty: 5395.595703
	Iteration 55Q: 3 clusters Score -6880547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6880533.500000 Penalty: 5395.595703
	Iteration 56Q: 3 clusters Score -6880534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6880534.000000 Penalty: 5395.595703
	Iteration 57Q: 3 clusters Score -6880534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -6880534.000000 Penalty: 5395.595703
	Iteration 58Q: 3 clusters Score -6880534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -6880539.000000 Penalty: 5395.595703
	Iteration 59Q: 3 clusters Score -6880539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -6880550.000000 Penalty: 5395.595703
	Iteration 60F: 3 clusters Score -6880550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -6880549.500000 Penalty: 5395.595703
	Iteration 61Q: 3 clusters Score -6880550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6880558.500000 Penalty: 5395.595703
	Iteration 62Q: 3 clusters Score -6880558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6880564.500000 Penalty: 5395.595703
	Iteration 63Q: 3 clusters Score -6880564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6880568.000000 Penalty: 5395.595703
	Iteration 64Q: 3 clusters Score -6880568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -6880560.000000 Penalty: 5395.595703
	Iteration 65Q: 3 clusters Score -6880560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -6880551.000000 Penalty: 5395.595703
	Iteration 66Q: 3 clusters Score -6880551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -6880541.500000 Penalty: 5395.595703
	Iteration 67Q: 3 clusters Score -6880542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -6880536.000000 Penalty: 5395.595703
	Iteration 68Q: 3 clusters Score -6880536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -6880536.000000 Penalty: 5395.595703
	Iteration 69Q: 3 clusters Score -6880536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -6880544.000000 Penalty: 5395.595703
	Iteration 70Q: 3 clusters Score -6880544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6880541.000000 Penalty: 5395.595703
	Iteration 71Q: 3 clusters Score -6880541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -6880542.000000 Penalty: 5395.595703
	Iteration 72Q: 3 clusters Score -6880542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -6880539.000000 Penalty: 5395.595703
	Iteration 73Q: 3 clusters Score -6880539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6880544.000000 Penalty: 5395.595703
	Iteration 74Q: 3 clusters Score -6880544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -6880541.000000 Penalty: 5395.595703
	Iteration 75Q: 3 clusters Score -6880541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6880546.000000 Penalty: 5395.595703
	Iteration 76Q: 3 clusters Score -6880546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6880546.000000 Penalty: 5395.595703
	Iteration 77F: 3 clusters Score -6880546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Entering Unmasked Estep 
Score: -2678809.250000 Penalty: 2468.860596
	Iteration 0F: 2 clusters Score -2678809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2664003.000000 Penalty: 4937.721191
	Iteration 0F: 3 clusters Score -2664003 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2669209.000000 Penalty: 4937.721191
	Iteration 1F: 3 clusters Score -2669209 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2669677.750000 Penalty: 4937.721191
	Iteration 2F: 3 clusters Score -2669678 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2670046.000000 Penalty: 4937.721191
	Iteration 3Q: 3 clusters Score -2670046 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2670384.250000 Penalty: 4937.721191
	Iteration 4Q: 3 clusters Score -2670384 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2670742.750000 Penalty: 4937.721191
	Iteration 5Q: 3 clusters Score -2670743 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2671135.500000 Penalty: 4937.721191
	Iteration 6Q: 3 clusters Score -2671136 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2671580.000000 Penalty: 4937.721191
	Iteration 7Q: 3 clusters Score -2671580 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2672122.500000 Penalty: 4937.721191
	Iteration 8Q: 3 clusters Score -2672122 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2672859.750000 Penalty: 4937.721191
	Iteration 9Q: 3 clusters Score -2672860 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2673636.750000 Penalty: 4937.721191
	Iteration 10F: 3 clusters Score -2673637 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2674307.750000 Penalty: 4937.721191
	Iteration 11Q: 3 clusters Score -2674308 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2674937.750000 Penalty: 4937.721191
	Iteration 12Q: 3 clusters Score -2674938 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2675451.500000 Penalty: 4937.721191
	Iteration 13Q: 3 clusters Score -2675452 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2675870.750000 Penalty: 4937.721191
	Iteration 14Q: 3 clusters Score -2675871 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2676209.750000 Penalty: 4937.721191
	Iteration 15Q: 3 clusters Score -2676210 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2676461.500000 Penalty: 4937.721191
	Iteration 16Q: 3 clusters Score -2676462 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2676637.250000 Penalty: 4937.721191
	Iteration 17Q: 3 clusters Score -2676637 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2676781.750000 Penalty: 4937.721191
	Iteration 18Q: 3 clusters Score -2676782 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2676856.750000 Penalty: 4937.721191
	Iteration 19Q: 3 clusters Score -2676857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2676900.250000 Penalty: 4937.721191
	Iteration 20F: 3 clusters Score -2676900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2676925.000000 Penalty: 4937.721191
	Iteration 21Q: 3 clusters Score -2676925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2676951.000000 Penalty: 4937.721191
	Iteration 22Q: 3 clusters Score -2676951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2676971.750000 Penalty: 4937.721191
	Iteration 23Q: 3 clusters Score -2676972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2676978.250000 Penalty: 4937.721191
	Iteration 24Q: 3 clusters Score -2676978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2676998.000000 Penalty: 4937.721191
	Iteration 25Q: 3 clusters Score -2676998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2677010.250000 Penalty: 4937.721191
	Iteration 26Q: 3 clusters Score -2677010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2677020.750000 Penalty: 4937.721191
	Iteration 27Q: 3 clusters Score -2677021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2677021.500000 Penalty: 4937.721191
	Iteration 28Q: 3 clusters Score -2677022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2677020.000000 Penalty: 4937.721191
	Iteration 29Q: 3 clusters Score -2677020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2677021.250000 Penalty: 4937.721191
	Iteration 30Q: 3 clusters Score -2677021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2677021.250000 Penalty: 4937.721191
	Iteration 31F: 3 clusters Score -2677021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Entering Unmasked Estep 
Score: -11939620.000000 Penalty: 2832.325684
	Iteration 0F: 2 clusters Score -1.193962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -11878598.000000 Penalty: 5664.651367
	Iteration 0F: 3 clusters Score -1.18786e+07 nChanged 43070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -11902719.000000 Penalty: 5664.651367
	Iteration 1F: 3 clusters Score -1.190272e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -11903286.000000 Penalty: 5664.651367
	Iteration 2Q: 3 clusters Score -1.190329e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -11904006.000000 Penalty: 5664.651367
	Iteration 3Q: 3 clusters Score -1.190401e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -11904807.000000 Penalty: 5664.651367
	Iteration 4Q: 3 clusters Score -1.190481e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -11905763.000000 Penalty: 5664.651367
	Iteration 5Q: 3 clusters Score -1.190576e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -11907027.000000 Penalty: 5664.651367
	Iteration 6Q: 3 clusters Score -1.190703e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -11908376.000000 Penalty: 5664.651367
	Iteration 7Q: 3 clusters Score -1.190838e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -11909878.000000 Penalty: 5664.651367
	Iteration 8Q: 3 clusters Score -1.190988e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -11911763.000000 Penalty: 5664.651367
	Iteration 9Q: 3 clusters Score -1.191176e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -11913669.000000 Penalty: 5664.651367
	Iteration 10F: 3 clusters Score -1.191367e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -11915451.000000 Penalty: 5664.651367
	Iteration 11Q: 3 clusters Score -1.191545e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -11916960.000000 Penalty: 5664.651367
	Iteration 12Q: 3 clusters Score -1.191696e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -11917987.000000 Penalty: 5664.651367
	Iteration 13Q: 3 clusters Score -1.191799e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -11918938.000000 Penalty: 5664.651367
	Iteration 14Q: 3 clusters Score -1.191894e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -11919592.000000 Penalty: 5664.651367
	Iteration 15Q: 3 clusters Score -1.191959e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -11919987.000000 Penalty: 5664.651367
	Iteration 16Q: 3 clusters Score -1.191999e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -11920375.000000 Penalty: 5664.651367
	Iteration 17Q: 3 clusters Score -1.192038e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -11920599.000000 Penalty: 5664.651367
	Iteration 18Q: 3 clusters Score -1.19206e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -11920760.000000 Penalty: 5664.651367
	Iteration 19Q: 3 clusters Score -1.192076e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -11920920.000000 Penalty: 5664.651367
	Iteration 20F: 3 clusters Score -1.192092e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -11920986.000000 Penalty: 5664.651367
	Iteration 21Q: 3 clusters Score -1.192099e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -11921100.000000 Penalty: 5664.651367
	Iteration 22Q: 3 clusters Score -1.19211e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -11921155.000000 Penalty: 5664.651367
	Iteration 23Q: 3 clusters Score -1.192116e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -11921240.000000 Penalty: 5664.651367
	Iteration 24Q: 3 clusters Score -1.192124e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -11921292.000000 Penalty: 5664.651367
	Iteration 25Q: 3 clusters Score -1.192129e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -11921360.000000 Penalty: 5664.651367
	Iteration 26Q: 3 clusters Score -1.192136e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -11921479.000000 Penalty: 5664.651367
	Iteration 27Q: 3 clusters Score -1.192148e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -11921604.000000 Penalty: 5664.651367
	Iteration 28Q: 3 clusters Score -1.19216e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -11921779.000000 Penalty: 5664.651367
	Iteration 29Q: 3 clusters Score -1.192178e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -11922057.000000 Penalty: 5664.651367
	Iteration 30Q: 3 clusters Score -1.192206e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -11922203.000000 Penalty: 5664.651367
	Iteration 31Q: 3 clusters Score -1.19222e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -11922351.000000 Penalty: 5664.651367
	Iteration 32Q: 3 clusters Score -1.192235e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -11922643.000000 Penalty: 5664.651367
	Iteration 33Q: 3 clusters Score -1.192264e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11922937.000000 Penalty: 5664.651367
	Iteration 34Q: 3 clusters Score -1.192294e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -11923254.000000 Penalty: 5664.651367
	Iteration 35Q: 3 clusters Score -1.192325e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -11923568.000000 Penalty: 5664.651367
	Iteration 36Q: 3 clusters Score -1.192357e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -11924082.000000 Penalty: 5664.651367
	Iteration 37Q: 3 clusters Score -1.192408e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -11924614.000000 Penalty: 5664.651367
	Iteration 38Q: 3 clusters Score -1.192461e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -11925318.000000 Penalty: 5664.651367
	Iteration 39Q: 3 clusters Score -1.192532e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -11926210.000000 Penalty: 5664.651367
	Iteration 40F: 3 clusters Score -1.192621e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -11927160.000000 Penalty: 5664.651367
	Iteration 41Q: 3 clusters Score -1.192716e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -11928165.000000 Penalty: 5664.651367
	Iteration 42Q: 3 clusters Score -1.192816e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -11929292.000000 Penalty: 5664.651367
	Iteration 43Q: 3 clusters Score -1.192929e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -11930235.000000 Penalty: 5664.651367
	Iteration 44Q: 3 clusters Score -1.193024e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -11931276.000000 Penalty: 5664.651367
	Iteration 45Q: 3 clusters Score -1.193128e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -11932329.000000 Penalty: 5664.651367
	Iteration 46Q: 3 clusters Score -1.193233e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -11933385.000000 Penalty: 5664.651367
	Iteration 47Q: 3 clusters Score -1.193338e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -11934220.000000 Penalty: 5664.651367
	Iteration 48Q: 3 clusters Score -1.193422e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -11934919.000000 Penalty: 5664.651367
	Iteration 49Q: 3 clusters Score -1.193492e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -11935522.000000 Penalty: 5664.651367
	Iteration 50Q: 3 clusters Score -1.193552e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -11935990.000000 Penalty: 5664.651367
	Iteration 51Q: 3 clusters Score -1.193599e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -11936419.000000 Penalty: 5664.651367
	Iteration 52Q: 3 clusters Score -1.193642e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -11936681.000000 Penalty: 5664.651367
	Iteration 53Q: 3 clusters Score -1.193668e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11936928.000000 Penalty: 5664.651367
	Iteration 54Q: 3 clusters Score -1.193693e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -11937148.000000 Penalty: 5664.651367
	Iteration 55Q: 3 clusters Score -1.193715e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -11937244.000000 Penalty: 5664.651367
	Iteration 56Q: 3 clusters Score -1.193724e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -11937341.000000 Penalty: 5664.651367
	Iteration 57Q: 3 clusters Score -1.193734e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -11937387.000000 Penalty: 5664.651367
	Iteration 58Q: 3 clusters Score -1.193739e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -11937435.000000 Penalty: 5664.651367
	Iteration 59Q: 3 clusters Score -1.193744e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -11937464.000000 Penalty: 5664.651367
	Iteration 60F: 3 clusters Score -1.193746e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -11937508.000000 Penalty: 5664.651367
	Iteration 61Q: 3 clusters Score -1.193751e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -11937552.000000 Penalty: 5664.651367
	Iteration 62Q: 3 clusters Score -1.193755e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -11937577.000000 Penalty: 5664.651367
	Iteration 63Q: 3 clusters Score -1.193758e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -11937576.000000 Penalty: 5664.651367
	Iteration 64Q: 3 clusters Score -1.193758e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88232 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11937594.000000 Penalty: 5664.651367
	Iteration 65Q: 3 clusters Score -1.193759e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11937619.000000 Penalty: 5664.651367
	Iteration 66Q: 3 clusters Score -1.193762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88334 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -11937635.000000 Penalty: 5664.651367
	Iteration 67Q: 3 clusters Score -1.193764e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -11937643.000000 Penalty: 5664.651367
	Iteration 68Q: 3 clusters Score -1.193764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -11937660.000000 Penalty: 5664.651367
	Iteration 69Q: 3 clusters Score -1.193766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -11937662.000000 Penalty: 5664.651367
	Iteration 70Q: 3 clusters Score -1.193766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11937684.000000 Penalty: 5664.651367
	Iteration 71Q: 3 clusters Score -1.193768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -11937679.000000 Penalty: 5664.651367
	Iteration 72Q: 3 clusters Score -1.193768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -11937678.000000 Penalty: 5664.651367
	Iteration 73Q: 3 clusters Score -1.193768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -11937664.000000 Penalty: 5664.651367
	Iteration 74Q: 3 clusters Score -1.193766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11937667.000000 Penalty: 5664.651367
	Iteration 75Q: 3 clusters Score -1.193767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11937678.000000 Penalty: 5664.651367
	Iteration 76Q: 3 clusters Score -1.193768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11937681.000000 Penalty: 5664.651367
	Iteration 77Q: 3 clusters Score -1.193768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11937687.000000 Penalty: 5664.651367
	Iteration 78Q: 3 clusters Score -1.193769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11937686.000000 Penalty: 5664.651367
	Iteration 79Q: 3 clusters Score -1.193769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11937689.000000 Penalty: 5664.651367
	Iteration 80F: 3 clusters Score -1.193769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -11937700.000000 Penalty: 5664.651367
	Iteration 81Q: 3 clusters Score -1.19377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -11937695.000000 Penalty: 5664.651367
	Iteration 82Q: 3 clusters Score -1.19377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -11937693.000000 Penalty: 5664.651367
	Iteration 83Q: 3 clusters Score -1.193769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -11937695.000000 Penalty: 5664.651367
	Iteration 84Q: 3 clusters Score -1.19377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11937697.000000 Penalty: 5664.651367
	Iteration 85Q: 3 clusters Score -1.19377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11937695.000000 Penalty: 5664.651367
	Iteration 86Q: 3 clusters Score -1.19377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11937695.000000 Penalty: 5664.651367
	Iteration 87F: 3 clusters Score -1.19377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Entering Unmasked Estep 
Score: -2200414.500000 Penalty: 2418.242432
	Iteration 0F: 2 clusters Score -2200414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2188110.000000 Penalty: 4836.484863
	Iteration 0F: 3 clusters Score -2188110 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2192210.500000 Penalty: 4836.484863
	Iteration 1F: 3 clusters Score -2192210 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2192753.750000 Penalty: 4836.484863
	Iteration 2F: 3 clusters Score -2192754 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2193411.000000 Penalty: 4836.484863
	Iteration 3F: 3 clusters Score -2193411 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2194311.000000 Penalty: 4836.484863
	Iteration 4F: 3 clusters Score -2194311 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2195346.500000 Penalty: 4836.484863
	Iteration 5F: 3 clusters Score -2195346 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2196412.750000 Penalty: 4836.484863
	Iteration 6F: 3 clusters Score -2196413 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2197459.000000 Penalty: 4836.484863
	Iteration 7F: 3 clusters Score -2197459 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2198305.000000 Penalty: 4836.484863
	Iteration 8F: 3 clusters Score -2198305 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2198862.250000 Penalty: 4836.484863
	Iteration 9Q: 3 clusters Score -2198862 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2199153.500000 Penalty: 4836.484863
	Iteration 10Q: 3 clusters Score -2199154 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2199309.000000 Penalty: 4836.484863
	Iteration 11Q: 3 clusters Score -2199309 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2199410.500000 Penalty: 4836.484863
	Iteration 12Q: 3 clusters Score -2199410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2199453.000000 Penalty: 4836.484863
	Iteration 13Q: 3 clusters Score -2199453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2199501.500000 Penalty: 4836.484863
	Iteration 14Q: 3 clusters Score -2199502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2199544.500000 Penalty: 4836.484863
	Iteration 15Q: 3 clusters Score -2199544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2199570.250000 Penalty: 4836.484863
	Iteration 16Q: 3 clusters Score -2199570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2199598.000000 Penalty: 4836.484863
	Iteration 17Q: 3 clusters Score -2199598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2199611.250000 Penalty: 4836.484863
	Iteration 18Q: 3 clusters Score -2199611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2199631.250000 Penalty: 4836.484863
	Iteration 19Q: 3 clusters Score -2199631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2199637.250000 Penalty: 4836.484863
	Iteration 20F: 3 clusters Score -2199637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2199643.000000 Penalty: 4836.484863
	Iteration 21Q: 3 clusters Score -2199643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2199652.250000 Penalty: 4836.484863
	Iteration 22Q: 3 clusters Score -2199652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2199656.750000 Penalty: 4836.484863
	Iteration 23Q: 3 clusters Score -2199657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2199667.250000 Penalty: 4836.484863
	Iteration 24Q: 3 clusters Score -2199667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2199685.500000 Penalty: 4836.484863
	Iteration 25Q: 3 clusters Score -2199686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2199689.000000 Penalty: 4836.484863
	Iteration 26Q: 3 clusters Score -2199689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2199695.250000 Penalty: 4836.484863
	Iteration 27Q: 3 clusters Score -2199695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2199702.250000 Penalty: 4836.484863
	Iteration 28Q: 3 clusters Score -2199702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2199711.750000 Penalty: 4836.484863
	Iteration 29Q: 3 clusters Score -2199712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2199715.750000 Penalty: 4836.484863
	Iteration 30Q: 3 clusters Score -2199716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2199728.000000 Penalty: 4836.484863
	Iteration 31Q: 3 clusters Score -2199728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2199732.250000 Penalty: 4836.484863
	Iteration 32Q: 3 clusters Score -2199732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2199733.750000 Penalty: 4836.484863
	Iteration 33Q: 3 clusters Score -2199734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2199743.500000 Penalty: 4836.484863
	Iteration 34Q: 3 clusters Score -2199744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2199751.250000 Penalty: 4836.484863
	Iteration 35Q: 3 clusters Score -2199751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2199755.250000 Penalty: 4836.484863
	Iteration 36Q: 3 clusters Score -2199755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2199757.000000 Penalty: 4836.484863
	Iteration 37Q: 3 clusters Score -2199757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2199755.500000 Penalty: 4836.484863
	Iteration 38Q: 3 clusters Score -2199756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2199762.500000 Penalty: 4836.484863
	Iteration 39Q: 3 clusters Score -2199762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2199761.750000 Penalty: 4836.484863
	Iteration 40F: 3 clusters Score -2199762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2199764.000000 Penalty: 4836.484863
	Iteration 41Q: 3 clusters Score -2199764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2199766.500000 Penalty: 4836.484863
	Iteration 42Q: 3 clusters Score -2199766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2199767.250000 Penalty: 4836.484863
	Iteration 43Q: 3 clusters Score -2199767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2199764.250000 Penalty: 4836.484863
	Iteration 44Q: 3 clusters Score -2199764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2199759.500000 Penalty: 4836.484863
	Iteration 45Q: 3 clusters Score -2199760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2199763.250000 Penalty: 4836.484863
	Iteration 46Q: 3 clusters Score -2199763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2199763.000000 Penalty: 4836.484863
	Iteration 47Q: 3 clusters Score -2199763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2199757.750000 Penalty: 4836.484863
	Iteration 48Q: 3 clusters Score -2199758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2199756.750000 Penalty: 4836.484863
	Iteration 49Q: 3 clusters Score -2199757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2199759.750000 Penalty: 4836.484863
	Iteration 50Q: 3 clusters Score -2199760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2199762.750000 Penalty: 4836.484863
	Iteration 51Q: 3 clusters Score -2199763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2199763.750000 Penalty: 4836.484863
	Iteration 52Q: 3 clusters Score -2199764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2199763.000000 Penalty: 4836.484863
	Iteration 53Q: 3 clusters Score -2199763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2199762.250000 Penalty: 4836.484863
	Iteration 54Q: 3 clusters Score -2199762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2199762.750000 Penalty: 4836.484863
	Iteration 55Q: 3 clusters Score -2199763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2199761.500000 Penalty: 4836.484863
	Iteration 56Q: 3 clusters Score -2199762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2199762.500000 Penalty: 4836.484863
	Iteration 57Q: 3 clusters Score -2199762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2199759.750000 Penalty: 4836.484863
	Iteration 58Q: 3 clusters Score -2199760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2199761.000000 Penalty: 4836.484863
	Iteration 59Q: 3 clusters Score -2199761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2199761.000000 Penalty: 4836.484863
	Iteration 60F: 3 clusters Score -2199761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -35408.562500 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -35408.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34174.250000 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -34174.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34393.890625 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -34393.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34576.867188 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -34576.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34614.066406 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -34614.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34622.292969 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -34622.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34624.292969 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -34624.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34624.292969 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -34624.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Entering Unmasked Estep 
Score: -6909988.000000 Penalty: 2693.940918
	Iteration 0F: 2 clusters Score -6909988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6874754.000000 Penalty: 5387.881836
	Iteration 0F: 3 clusters Score -6874754 nChanged 24323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -6888213.500000 Penalty: 5387.881836
	Iteration 1F: 3 clusters Score -6888214 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6888820.000000 Penalty: 5387.881836
	Iteration 2Q: 3 clusters Score -6888820 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6889491.000000 Penalty: 5387.881836
	Iteration 3Q: 3 clusters Score -6889491 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -6890276.000000 Penalty: 5387.881836
	Iteration 4Q: 3 clusters Score -6890276 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -6891420.000000 Penalty: 5387.881836
	Iteration 5Q: 3 clusters Score -6891420 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -6892966.000000 Penalty: 5387.881836
	Iteration 6F: 3 clusters Score -6892966 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -6894919.000000 Penalty: 5387.881836
	Iteration 7F: 3 clusters Score -6894919 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6897151.500000 Penalty: 5387.881836
	Iteration 8F: 3 clusters Score -6897152 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -6899322.000000 Penalty: 5387.881836
	Iteration 9F: 3 clusters Score -6899322 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -6901221.000000 Penalty: 5387.881836
	Iteration 10F: 3 clusters Score -6901221 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -6902902.500000 Penalty: 5387.881836
	Iteration 11Q: 3 clusters Score -6902902 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6904241.000000 Penalty: 5387.881836
	Iteration 12Q: 3 clusters Score -6904241 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6905300.500000 Penalty: 5387.881836
	Iteration 13Q: 3 clusters Score -6905300 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6906020.500000 Penalty: 5387.881836
	Iteration 14Q: 3 clusters Score -6906020 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6906580.000000 Penalty: 5387.881836
	Iteration 15Q: 3 clusters Score -6906580 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6906957.500000 Penalty: 5387.881836
	Iteration 16Q: 3 clusters Score -6906958 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6907225.500000 Penalty: 5387.881836
	Iteration 17Q: 3 clusters Score -6907226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6907392.000000 Penalty: 5387.881836
	Iteration 18Q: 3 clusters Score -6907392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6907494.000000 Penalty: 5387.881836
	Iteration 19Q: 3 clusters Score -6907494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6907582.000000 Penalty: 5387.881836
	Iteration 20F: 3 clusters Score -6907582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6907628.500000 Penalty: 5387.881836
	Iteration 21Q: 3 clusters Score -6907628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6907675.000000 Penalty: 5387.881836
	Iteration 22Q: 3 clusters Score -6907675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6907704.000000 Penalty: 5387.881836
	Iteration 23Q: 3 clusters Score -6907704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6907715.500000 Penalty: 5387.881836
	Iteration 24Q: 3 clusters Score -6907716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6907730.000000 Penalty: 5387.881836
	Iteration 25Q: 3 clusters Score -6907730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6907749.000000 Penalty: 5387.881836
	Iteration 26Q: 3 clusters Score -6907749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6907755.000000 Penalty: 5387.881836
	Iteration 27Q: 3 clusters Score -6907755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6907767.500000 Penalty: 5387.881836
	Iteration 28Q: 3 clusters Score -6907768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6907762.000000 Penalty: 5387.881836
	Iteration 29Q: 3 clusters Score -6907762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6907773.000000 Penalty: 5387.881836
	Iteration 30Q: 3 clusters Score -6907773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6907777.000000 Penalty: 5387.881836
	Iteration 31Q: 3 clusters Score -6907777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6907775.500000 Penalty: 5387.881836
	Iteration 32Q: 3 clusters Score -6907776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6907778.500000 Penalty: 5387.881836
	Iteration 33Q: 3 clusters Score -6907778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6907782.500000 Penalty: 5387.881836
	Iteration 34Q: 3 clusters Score -6907782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6907790.000000 Penalty: 5387.881836
	Iteration 35Q: 3 clusters Score -6907790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6907792.500000 Penalty: 5387.881836
	Iteration 36Q: 3 clusters Score -6907792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6907800.500000 Penalty: 5387.881836
	Iteration 37Q: 3 clusters Score -6907800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6907800.500000 Penalty: 5387.881836
	Iteration 38F: 3 clusters Score -6907800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Entering Unmasked Estep 
Score: -1622456.500000 Penalty: 2339.364990
	Iteration 0F: 2 clusters Score -1622456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1613285.500000 Penalty: 4678.729980
	Iteration 0F: 3 clusters Score -1613286 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1616003.625000 Penalty: 4678.729980
	Iteration 1F: 3 clusters Score -1616004 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1616288.500000 Penalty: 4678.729980
	Iteration 2F: 3 clusters Score -1616288 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1616488.375000 Penalty: 4678.729980
	Iteration 3Q: 3 clusters Score -1616488 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1616649.500000 Penalty: 4678.729980
	Iteration 4Q: 3 clusters Score -1616650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1616818.750000 Penalty: 4678.729980
	Iteration 5Q: 3 clusters Score -1616819 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1616989.625000 Penalty: 4678.729980
	Iteration 6Q: 3 clusters Score -1616990 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1617157.000000 Penalty: 4678.729980
	Iteration 7Q: 3 clusters Score -1617157 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1617348.750000 Penalty: 4678.729980
	Iteration 8Q: 3 clusters Score -1617349 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1617539.125000 Penalty: 4678.729980
	Iteration 9Q: 3 clusters Score -1617539 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1617722.625000 Penalty: 4678.729980
	Iteration 10Q: 3 clusters Score -1617723 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1617925.375000 Penalty: 4678.729980
	Iteration 11Q: 3 clusters Score -1617925 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1618149.500000 Penalty: 4678.729980
	Iteration 12Q: 3 clusters Score -1618150 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1618405.125000 Penalty: 4678.729980
	Iteration 13Q: 3 clusters Score -1618405 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1618694.250000 Penalty: 4678.729980
	Iteration 14Q: 3 clusters Score -1618694 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1619009.125000 Penalty: 4678.729980
	Iteration 15Q: 3 clusters Score -1619009 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1619391.500000 Penalty: 4678.729980
	Iteration 16Q: 3 clusters Score -1619392 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1619796.875000 Penalty: 4678.729980
	Iteration 17Q: 3 clusters Score -1619797 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1620076.250000 Penalty: 4678.729980
	Iteration 18Q: 3 clusters Score -1620076 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1620261.250000 Penalty: 4678.729980
	Iteration 19Q: 3 clusters Score -1620261 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1620368.125000 Penalty: 4678.729980
	Iteration 20F: 3 clusters Score -1620368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1620430.875000 Penalty: 4678.729980
	Iteration 21Q: 3 clusters Score -1620431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1620478.500000 Penalty: 4678.729980
	Iteration 22Q: 3 clusters Score -1620478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1620512.875000 Penalty: 4678.729980
	Iteration 23Q: 3 clusters Score -1620513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1620544.750000 Penalty: 4678.729980
	Iteration 24Q: 3 clusters Score -1620545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1620569.375000 Penalty: 4678.729980
	Iteration 25Q: 3 clusters Score -1620569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1620585.375000 Penalty: 4678.729980
	Iteration 26Q: 3 clusters Score -1620585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1620592.750000 Penalty: 4678.729980
	Iteration 27Q: 3 clusters Score -1620593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1620597.375000 Penalty: 4678.729980
	Iteration 28Q: 3 clusters Score -1620597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1620607.875000 Penalty: 4678.729980
	Iteration 29Q: 3 clusters Score -1620608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1620619.750000 Penalty: 4678.729980
	Iteration 30Q: 3 clusters Score -1620620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1620638.000000 Penalty: 4678.729980
	Iteration 31Q: 3 clusters Score -1620638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1620652.750000 Penalty: 4678.729980
	Iteration 32Q: 3 clusters Score -1620653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1620668.625000 Penalty: 4678.729980
	Iteration 33Q: 3 clusters Score -1620669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1620676.125000 Penalty: 4678.729980
	Iteration 34Q: 3 clusters Score -1620676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1620695.375000 Penalty: 4678.729980
	Iteration 35Q: 3 clusters Score -1620695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1620708.125000 Penalty: 4678.729980
	Iteration 36Q: 3 clusters Score -1620708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1620723.625000 Penalty: 4678.729980
	Iteration 37Q: 3 clusters Score -1620724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1620731.250000 Penalty: 4678.729980
	Iteration 38Q: 3 clusters Score -1620731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1620736.250000 Penalty: 4678.729980
	Iteration 39Q: 3 clusters Score -1620736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1620735.125000 Penalty: 4678.729980
	Iteration 40F: 3 clusters Score -1620735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1620738.750000 Penalty: 4678.729980
	Iteration 41Q: 3 clusters Score -1620739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1620738.875000 Penalty: 4678.729980
	Iteration 42Q: 3 clusters Score -1620739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1620743.875000 Penalty: 4678.729980
	Iteration 43Q: 3 clusters Score -1620744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1620747.125000 Penalty: 4678.729980
	Iteration 44Q: 3 clusters Score -1620747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1620750.250000 Penalty: 4678.729980
	Iteration 45Q: 3 clusters Score -1620750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1620751.625000 Penalty: 4678.729980
	Iteration 46Q: 3 clusters Score -1620752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1620756.500000 Penalty: 4678.729980
	Iteration 47Q: 3 clusters Score -1620756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1620754.000000 Penalty: 4678.729980
	Iteration 48Q: 3 clusters Score -1620754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1620757.000000 Penalty: 4678.729980
	Iteration 49Q: 3 clusters Score -1620757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1620757.500000 Penalty: 4678.729980
	Iteration 50Q: 3 clusters Score -1620758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1620759.875000 Penalty: 4678.729980
	Iteration 51Q: 3 clusters Score -1620760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1620763.375000 Penalty: 4678.729980
	Iteration 52Q: 3 clusters Score -1620763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1620764.625000 Penalty: 4678.729980
	Iteration 53Q: 3 clusters Score -1620765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1620765.750000 Penalty: 4678.729980
	Iteration 54Q: 3 clusters Score -1620766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1620765.625000 Penalty: 4678.729980
	Iteration 55Q: 3 clusters Score -1620766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1620765.875000 Penalty: 4678.729980
	Iteration 56Q: 3 clusters Score -1620766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1620769.875000 Penalty: 4678.729980
	Iteration 57Q: 3 clusters Score -1620770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1620770.625000 Penalty: 4678.729980
	Iteration 58Q: 3 clusters Score -1620771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1620773.625000 Penalty: 4678.729980
	Iteration 59Q: 3 clusters Score -1620774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1620772.125000 Penalty: 4678.729980
	Iteration 60F: 3 clusters Score -1620772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1620772.625000 Penalty: 4678.729980
	Iteration 61Q: 3 clusters Score -1620773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1620774.750000 Penalty: 4678.729980
	Iteration 62Q: 3 clusters Score -1620775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1620778.875000 Penalty: 4678.729980
	Iteration 63Q: 3 clusters Score -1620779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1620780.250000 Penalty: 4678.729980
	Iteration 64Q: 3 clusters Score -1620780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1620780.250000 Penalty: 4678.729980
	Iteration 65F: 3 clusters Score -1620780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -593397.937500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -593397.9 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 2234 members 
Entering Unmasked Estep 
Score: -589046.062500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -589046.1 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -590069.500000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -590069.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -590261.937500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -590261.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -590390.312500 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -590390.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -590491.687500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -590491.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -590566.187500 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -590566.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -590639.750000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -590639.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -590708.250000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -590708.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -590787.687500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -590787.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -590861.375000 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -590861.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -590942.750000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -590942.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -591016.375000 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -591016.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -591087.312500 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -591087.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -591162.562500 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -591162.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -591227.937500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -591227.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -591285.375000 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -591285.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -591337.937500 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -591337.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -591388.875000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -591388.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -591425.375000 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -591425.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -591447.625000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -591447.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -591470.125000 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -591470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -591480.812500 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -591480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -591489.562500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -591489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -591496.812500 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -591496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -591501.562500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -591501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -591507.250000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -591507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -591509.625000 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -591509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -591517.062500 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -591517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -591522.375000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -591522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -591526.125000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -591526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -591531.000000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -591531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -591533.937500 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -591533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -591538.562500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -591538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -591540.375000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -591540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -591544.250000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -591544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -591545.125000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -591545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -591548.375000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -591548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -591549.500000 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -591549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -591553.812500 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -591553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -591559.937500 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -591559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -591563.375000 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -591563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -297904.468750 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -297904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -294992.343750 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -294992.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -295577.500000 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -295577.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -295729.062500 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -295729.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -295802.968750 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -295803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -295860.093750 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -295860.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -295896.812500 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -295896.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -295934.875000 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -295934.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -295966.968750 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -295967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -295997.000000 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -295997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -296033.718750 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -296033.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296060.062500 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -296060.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -296084.812500 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -296084.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -296110.937500 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -296110.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -296132.437500 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -296132.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -296159.125000 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -296159.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -296182.656250 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -296182.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -296197.843750 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -296197.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -296216.875000 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -296216.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -296233.531250 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -296233.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -296246.718750 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -296246.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -296262.500000 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -296262.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -296290.968750 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -296291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -296324.687500 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -296324.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -296344.937500 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -296344.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -296365.281250 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -296365.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -296386.968750 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -296387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -296408.375000 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -296408.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -296427.593750 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -296427.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -296450.343750 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -296450.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -296466.625000 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -296466.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -296481.125000 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -296481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -296489.781250 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -296489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -296494.093750 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -296494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296499.343750 Penalty: 3857.161377
	Iteration 33Q: 3 clusters Score -296499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -296503.906250 Penalty: 3857.161377
	Iteration 34Q: 3 clusters Score -296503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296511.843750 Penalty: 3857.161377
	Iteration 35Q: 3 clusters Score -296511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -296517.937500 Penalty: 3857.161377
	Iteration 36Q: 3 clusters Score -296517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -296525.343750 Penalty: 3857.161377
	Iteration 37Q: 3 clusters Score -296525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -296529.500000 Penalty: 3857.161377
	Iteration 38Q: 3 clusters Score -296529.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -296531.593750 Penalty: 3857.161377
	Iteration 39Q: 3 clusters Score -296531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -296532.875000 Penalty: 3857.161377
	Iteration 40F: 3 clusters Score -296532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -296536.125000 Penalty: 3857.161377
	Iteration 41Q: 3 clusters Score -296536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -296536.968750 Penalty: 3857.161377
	Iteration 42Q: 3 clusters Score -296537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -296538.312500 Penalty: 3857.161377
	Iteration 43Q: 3 clusters Score -296538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -296539.531250 Penalty: 3857.161377
	Iteration 44Q: 3 clusters Score -296539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -296539.531250 Penalty: 3857.161377
	Iteration 45F: 3 clusters Score -296539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Entering Unmasked Estep 
Score: -988538.062500 Penalty: 2219.378174
	Iteration 0F: 2 clusters Score -988538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -982342.687500 Penalty: 4438.756348
	Iteration 0F: 3 clusters Score -982342.7 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -984161.500000 Penalty: 4438.756348
	Iteration 1F: 3 clusters Score -984161.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -984632.187500 Penalty: 4438.756348
	Iteration 2F: 3 clusters Score -984632.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -985185.937500 Penalty: 4438.756348
	Iteration 3F: 3 clusters Score -985185.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -985818.187500 Penalty: 4438.756348
	Iteration 4F: 3 clusters Score -985818.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -986425.125000 Penalty: 4438.756348
	Iteration 5F: 3 clusters Score -986425.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -986995.500000 Penalty: 4438.756348
	Iteration 6F: 3 clusters Score -986995.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -987387.687500 Penalty: 4438.756348
	Iteration 7F: 3 clusters Score -987387.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -987681.125000 Penalty: 4438.756348
	Iteration 8Q: 3 clusters Score -987681.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -987931.187500 Penalty: 4438.756348
	Iteration 9Q: 3 clusters Score -987931.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -988123.875000 Penalty: 4438.756348
	Iteration 10Q: 3 clusters Score -988123.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -988258.312500 Penalty: 4438.756348
	Iteration 11Q: 3 clusters Score -988258.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -988362.875000 Penalty: 4438.756348
	Iteration 12Q: 3 clusters Score -988362.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -988430.312500 Penalty: 4438.756348
	Iteration 13Q: 3 clusters Score -988430.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -988470.000000 Penalty: 4438.756348
	Iteration 14Q: 3 clusters Score -988470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -988491.250000 Penalty: 4438.756348
	Iteration 15Q: 3 clusters Score -988491.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -988501.437500 Penalty: 4438.756348
	Iteration 16Q: 3 clusters Score -988501.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -988504.812500 Penalty: 4438.756348
	Iteration 17Q: 3 clusters Score -988504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -988504.875000 Penalty: 4438.756348
	Iteration 18Q: 3 clusters Score -988504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -988505.125000 Penalty: 4438.756348
	Iteration 19Q: 3 clusters Score -988505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -988507.187500 Penalty: 4438.756348
	Iteration 20F: 3 clusters Score -988507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -988507.437500 Penalty: 4438.756348
	Iteration 21Q: 3 clusters Score -988507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -988509.000000 Penalty: 4438.756348
	Iteration 22Q: 3 clusters Score -988509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -988510.187500 Penalty: 4438.756348
	Iteration 23Q: 3 clusters Score -988510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -988512.312500 Penalty: 4438.756348
	Iteration 24Q: 3 clusters Score -988512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -988511.312500 Penalty: 4438.756348
	Iteration 25Q: 3 clusters Score -988511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -988511.375000 Penalty: 4438.756348
	Iteration 26Q: 3 clusters Score -988511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -988510.625000 Penalty: 4438.756348
	Iteration 27Q: 3 clusters Score -988510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -988510.625000 Penalty: 4438.756348
	Iteration 28F: 3 clusters Score -988510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Entering Unmasked Estep 
Score: -21513408.000000 Penalty: 2978.272461
	Iteration 0F: 2 clusters Score -2.151341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -21403300.000000 Penalty: 5956.544922
	Iteration 0F: 3 clusters Score -2.14033e+07 nChanged 78657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -21449018.000000 Penalty: 5956.544922
	Iteration 1F: 3 clusters Score -2.144902e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -21449842.000000 Penalty: 5956.544922
	Iteration 2Q: 3 clusters Score -2.144984e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -21450974.000000 Penalty: 5956.544922
	Iteration 3Q: 3 clusters Score -2.145097e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -21452632.000000 Penalty: 5956.544922
	Iteration 4Q: 3 clusters Score -2.145263e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -21454652.000000 Penalty: 5956.544922
	Iteration 5Q: 3 clusters Score -2.145465e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -21458708.000000 Penalty: 5956.544922
	Iteration 6Q: 3 clusters Score -2.145871e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114823 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -21465592.000000 Penalty: 5956.544922
	Iteration 7F: 3 clusters Score -2.146559e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -21476388.000000 Penalty: 5956.544922
	Iteration 8F: 3 clusters Score -2.147639e+07 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -21488970.000000 Penalty: 5956.544922
	Iteration 9F: 3 clusters Score -2.148897e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -21500024.000000 Penalty: 5956.544922
	Iteration 10F: 3 clusters Score -2.150002e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -21506484.000000 Penalty: 5956.544922
	Iteration 11Q: 3 clusters Score -2.150648e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162429 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21509222.000000 Penalty: 5956.544922
	Iteration 12Q: 3 clusters Score -2.150922e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163515 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21510174.000000 Penalty: 5956.544922
	Iteration 13Q: 3 clusters Score -2.151017e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163833 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21510482.000000 Penalty: 5956.544922
	Iteration 14Q: 3 clusters Score -2.151048e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21510594.000000 Penalty: 5956.544922
	Iteration 15Q: 3 clusters Score -2.151059e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21510662.000000 Penalty: 5956.544922
	Iteration 16Q: 3 clusters Score -2.151066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21510728.000000 Penalty: 5956.544922
	Iteration 17Q: 3 clusters Score -2.151073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21510744.000000 Penalty: 5956.544922
	Iteration 18Q: 3 clusters Score -2.151074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21510764.000000 Penalty: 5956.544922
	Iteration 19Q: 3 clusters Score -2.151076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163979 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21510768.000000 Penalty: 5956.544922
	Iteration 20F: 3 clusters Score -2.151077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21510774.000000 Penalty: 5956.544922
	Iteration 21Q: 3 clusters Score -2.151077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163983 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21510786.000000 Penalty: 5956.544922
	Iteration 22Q: 3 clusters Score -2.151079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21510796.000000 Penalty: 5956.544922
	Iteration 23Q: 3 clusters Score -2.15108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21510800.000000 Penalty: 5956.544922
	Iteration 24Q: 3 clusters Score -2.15108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21510800.000000 Penalty: 5956.544922
	Iteration 25F: 3 clusters Score -2.15108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1783043.000000 Penalty: 2378.830566
	Iteration 0F: 2 clusters Score -1783043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1772553.625000 Penalty: 4757.661133
	Iteration 0F: 3 clusters Score -1772554 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1776094.875000 Penalty: 4757.661133
	Iteration 1F: 3 clusters Score -1776095 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1776665.875000 Penalty: 4757.661133
	Iteration 2F: 3 clusters Score -1776666 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1777169.500000 Penalty: 4757.661133
	Iteration 3F: 3 clusters Score -1777170 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1777688.125000 Penalty: 4757.661133
	Iteration 4F: 3 clusters Score -1777688 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1778135.500000 Penalty: 4757.661133
	Iteration 5F: 3 clusters Score -1778136 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1778518.750000 Penalty: 4757.661133
	Iteration 6Q: 3 clusters Score -1778519 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1778830.125000 Penalty: 4757.661133
	Iteration 7Q: 3 clusters Score -1778830 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1779062.875000 Penalty: 4757.661133
	Iteration 8Q: 3 clusters Score -1779063 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1779282.750000 Penalty: 4757.661133
	Iteration 9Q: 3 clusters Score -1779283 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1779490.750000 Penalty: 4757.661133
	Iteration 10Q: 3 clusters Score -1779491 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1779689.500000 Penalty: 4757.661133
	Iteration 11Q: 3 clusters Score -1779690 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1779882.125000 Penalty: 4757.661133
	Iteration 12Q: 3 clusters Score -1779882 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1780031.750000 Penalty: 4757.661133
	Iteration 13Q: 3 clusters Score -1780032 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1780131.625000 Penalty: 4757.661133
	Iteration 14Q: 3 clusters Score -1780132 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1780230.500000 Penalty: 4757.661133
	Iteration 15Q: 3 clusters Score -1780230 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1780287.750000 Penalty: 4757.661133
	Iteration 16Q: 3 clusters Score -1780288 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1780349.750000 Penalty: 4757.661133
	Iteration 17Q: 3 clusters Score -1780350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1780400.250000 Penalty: 4757.661133
	Iteration 18Q: 3 clusters Score -1780400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1780442.375000 Penalty: 4757.661133
	Iteration 19Q: 3 clusters Score -1780442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1780477.250000 Penalty: 4757.661133
	Iteration 20F: 3 clusters Score -1780477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1780496.250000 Penalty: 4757.661133
	Iteration 21Q: 3 clusters Score -1780496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1780523.375000 Penalty: 4757.661133
	Iteration 22Q: 3 clusters Score -1780523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1780551.000000 Penalty: 4757.661133
	Iteration 23Q: 3 clusters Score -1780551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1780572.625000 Penalty: 4757.661133
	Iteration 24Q: 3 clusters Score -1780573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1780591.875000 Penalty: 4757.661133
	Iteration 25Q: 3 clusters Score -1780592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1780605.375000 Penalty: 4757.661133
	Iteration 26Q: 3 clusters Score -1780605 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1780622.125000 Penalty: 4757.661133
	Iteration 27Q: 3 clusters Score -1780622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1780642.000000 Penalty: 4757.661133
	Iteration 28Q: 3 clusters Score -1780642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1780660.250000 Penalty: 4757.661133
	Iteration 29Q: 3 clusters Score -1780660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1780671.125000 Penalty: 4757.661133
	Iteration 30Q: 3 clusters Score -1780671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1780685.750000 Penalty: 4757.661133
	Iteration 31Q: 3 clusters Score -1780686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1780691.750000 Penalty: 4757.661133
	Iteration 32Q: 3 clusters Score -1780692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1780707.250000 Penalty: 4757.661133
	Iteration 33Q: 3 clusters Score -1780707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1780712.375000 Penalty: 4757.661133
	Iteration 34Q: 3 clusters Score -1780712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1780716.000000 Penalty: 4757.661133
	Iteration 35Q: 3 clusters Score -1780716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1780720.750000 Penalty: 4757.661133
	Iteration 36Q: 3 clusters Score -1780721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1780728.750000 Penalty: 4757.661133
	Iteration 37Q: 3 clusters Score -1780729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1780734.000000 Penalty: 4757.661133
	Iteration 38Q: 3 clusters Score -1780734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1780739.375000 Penalty: 4757.661133
	Iteration 39Q: 3 clusters Score -1780739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1780750.250000 Penalty: 4757.661133
	Iteration 40F: 3 clusters Score -1780750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1780761.000000 Penalty: 4757.661133
	Iteration 41Q: 3 clusters Score -1780761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1780771.000000 Penalty: 4757.661133
	Iteration 42Q: 3 clusters Score -1780771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1780784.000000 Penalty: 4757.661133
	Iteration 43Q: 3 clusters Score -1780784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1780799.125000 Penalty: 4757.661133
	Iteration 44Q: 3 clusters Score -1780799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1780819.625000 Penalty: 4757.661133
	Iteration 45Q: 3 clusters Score -1780820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1780835.750000 Penalty: 4757.661133
	Iteration 46Q: 3 clusters Score -1780836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1780855.375000 Penalty: 4757.661133
	Iteration 47Q: 3 clusters Score -1780855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1780861.250000 Penalty: 4757.661133
	Iteration 48Q: 3 clusters Score -1780861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1780879.750000 Penalty: 4757.661133
	Iteration 49Q: 3 clusters Score -1780880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1780880.125000 Penalty: 4757.661133
	Iteration 50Q: 3 clusters Score -1780880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1780891.000000 Penalty: 4757.661133
	Iteration 51Q: 3 clusters Score -1780891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1780902.625000 Penalty: 4757.661133
	Iteration 52Q: 3 clusters Score -1780903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1780906.875000 Penalty: 4757.661133
	Iteration 53Q: 3 clusters Score -1780907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1780920.625000 Penalty: 4757.661133
	Iteration 54Q: 3 clusters Score -1780921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1780928.375000 Penalty: 4757.661133
	Iteration 55Q: 3 clusters Score -1780928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1780940.250000 Penalty: 4757.661133
	Iteration 56Q: 3 clusters Score -1780940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1780943.125000 Penalty: 4757.661133
	Iteration 57Q: 3 clusters Score -1780943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1780947.500000 Penalty: 4757.661133
	Iteration 58Q: 3 clusters Score -1780948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1780950.750000 Penalty: 4757.661133
	Iteration 59Q: 3 clusters Score -1780951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1780949.125000 Penalty: 4757.661133
	Iteration 60F: 3 clusters Score -1780949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1780953.750000 Penalty: 4757.661133
	Iteration 61Q: 3 clusters Score -1780954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1780954.125000 Penalty: 4757.661133
	Iteration 62Q: 3 clusters Score -1780954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1780955.625000 Penalty: 4757.661133
	Iteration 63Q: 3 clusters Score -1780956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1780962.250000 Penalty: 4757.661133
	Iteration 64Q: 3 clusters Score -1780962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1780965.125000 Penalty: 4757.661133
	Iteration 65Q: 3 clusters Score -1780965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1780965.625000 Penalty: 4757.661133
	Iteration 66Q: 3 clusters Score -1780966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1780963.000000 Penalty: 4757.661133
	Iteration 67Q: 3 clusters Score -1780963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1780967.375000 Penalty: 4757.661133
	Iteration 68Q: 3 clusters Score -1780967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1780966.375000 Penalty: 4757.661133
	Iteration 69Q: 3 clusters Score -1780966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1780964.750000 Penalty: 4757.661133
	Iteration 70Q: 3 clusters Score -1780965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1780964.750000 Penalty: 4757.661133
	Iteration 71F: 3 clusters Score -1780965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Entering Unmasked Estep 
Score: -10855918.000000 Penalty: 2810.283203
	Iteration 0F: 2 clusters Score -1.085592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -10799928.000000 Penalty: 5620.566406
	Iteration 0F: 3 clusters Score -1.079993e+07 nChanged 39476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -10822429.000000 Penalty: 5620.566406
	Iteration 1F: 3 clusters Score -1.082243e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -10823585.000000 Penalty: 5620.566406
	Iteration 2Q: 3 clusters Score -1.082358e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -10825282.000000 Penalty: 5620.566406
	Iteration 3Q: 3 clusters Score -1.082528e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -10827701.000000 Penalty: 5620.566406
	Iteration 4F: 3 clusters Score -1.08277e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -10831119.000000 Penalty: 5620.566406
	Iteration 5F: 3 clusters Score -1.083112e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -10834919.000000 Penalty: 5620.566406
	Iteration 6F: 3 clusters Score -1.083492e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -10838572.000000 Penalty: 5620.566406
	Iteration 7F: 3 clusters Score -1.083857e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -10842034.000000 Penalty: 5620.566406
	Iteration 8F: 3 clusters Score -1.084203e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -10845176.000000 Penalty: 5620.566406
	Iteration 9F: 3 clusters Score -1.084518e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -10848038.000000 Penalty: 5620.566406
	Iteration 10Q: 3 clusters Score -1.084804e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -10850218.000000 Penalty: 5620.566406
	Iteration 11Q: 3 clusters Score -1.085022e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10851722.000000 Penalty: 5620.566406
	Iteration 12Q: 3 clusters Score -1.085172e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10852656.000000 Penalty: 5620.566406
	Iteration 13Q: 3 clusters Score -1.085266e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10853110.000000 Penalty: 5620.566406
	Iteration 14Q: 3 clusters Score -1.085311e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10853320.000000 Penalty: 5620.566406
	Iteration 15Q: 3 clusters Score -1.085332e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10853442.000000 Penalty: 5620.566406
	Iteration 16Q: 3 clusters Score -1.085344e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10853519.000000 Penalty: 5620.566406
	Iteration 17Q: 3 clusters Score -1.085352e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10853552.000000 Penalty: 5620.566406
	Iteration 18Q: 3 clusters Score -1.085355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10853551.000000 Penalty: 5620.566406
	Iteration 19Q: 3 clusters Score -1.085355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10853588.000000 Penalty: 5620.566406
	Iteration 20F: 3 clusters Score -1.085359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10853590.000000 Penalty: 5620.566406
	Iteration 21Q: 3 clusters Score -1.085359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10853592.000000 Penalty: 5620.566406
	Iteration 22Q: 3 clusters Score -1.085359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10853603.000000 Penalty: 5620.566406
	Iteration 23Q: 3 clusters Score -1.08536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10853609.000000 Penalty: 5620.566406
	Iteration 24Q: 3 clusters Score -1.085361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10853604.000000 Penalty: 5620.566406
	Iteration 25Q: 3 clusters Score -1.08536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10853617.000000 Penalty: 5620.566406
	Iteration 26Q: 3 clusters Score -1.085362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10853625.000000 Penalty: 5620.566406
	Iteration 27Q: 3 clusters Score -1.085362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10853629.000000 Penalty: 5620.566406
	Iteration 28Q: 3 clusters Score -1.085363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10853626.000000 Penalty: 5620.566406
	Iteration 29Q: 3 clusters Score -1.085363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10853624.000000 Penalty: 5620.566406
	Iteration 30Q: 3 clusters Score -1.085362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10853630.000000 Penalty: 5620.566406
	Iteration 31Q: 3 clusters Score -1.085363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10853630.000000 Penalty: 5620.566406
	Iteration 32F: 3 clusters Score -1.085363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Entering Unmasked Estep 
Score: -2330895.250000 Penalty: 2446.779053
	Iteration 0F: 2 clusters Score -2330895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2317403.750000 Penalty: 4893.558105
	Iteration 0F: 3 clusters Score -2317404 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2322315.750000 Penalty: 4893.558105
	Iteration 1F: 3 clusters Score -2322316 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2323197.750000 Penalty: 4893.558105
	Iteration 2F: 3 clusters Score -2323198 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2324147.250000 Penalty: 4893.558105
	Iteration 3F: 3 clusters Score -2324147 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2325164.750000 Penalty: 4893.558105
	Iteration 4F: 3 clusters Score -2325165 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2326081.250000 Penalty: 4893.558105
	Iteration 5F: 3 clusters Score -2326081 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2326822.250000 Penalty: 4893.558105
	Iteration 6F: 3 clusters Score -2326822 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2327328.500000 Penalty: 4893.558105
	Iteration 7Q: 3 clusters Score -2327328 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2327673.500000 Penalty: 4893.558105
	Iteration 8Q: 3 clusters Score -2327674 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2327947.000000 Penalty: 4893.558105
	Iteration 9Q: 3 clusters Score -2327947 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2328205.500000 Penalty: 4893.558105
	Iteration 10Q: 3 clusters Score -2328206 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2328452.750000 Penalty: 4893.558105
	Iteration 11Q: 3 clusters Score -2328453 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2328643.500000 Penalty: 4893.558105
	Iteration 12Q: 3 clusters Score -2328644 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2328764.500000 Penalty: 4893.558105
	Iteration 13Q: 3 clusters Score -2328764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2328859.750000 Penalty: 4893.558105
	Iteration 14Q: 3 clusters Score -2328860 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2328917.750000 Penalty: 4893.558105
	Iteration 15Q: 3 clusters Score -2328918 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2328953.250000 Penalty: 4893.558105
	Iteration 16Q: 3 clusters Score -2328953 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2328978.750000 Penalty: 4893.558105
	Iteration 17Q: 3 clusters Score -2328979 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2329005.500000 Penalty: 4893.558105
	Iteration 18Q: 3 clusters Score -2329006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2329018.000000 Penalty: 4893.558105
	Iteration 19Q: 3 clusters Score -2329018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2329027.000000 Penalty: 4893.558105
	Iteration 20F: 3 clusters Score -2329027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2329031.250000 Penalty: 4893.558105
	Iteration 21Q: 3 clusters Score -2329031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2329039.500000 Penalty: 4893.558105
	Iteration 22Q: 3 clusters Score -2329040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2329048.250000 Penalty: 4893.558105
	Iteration 23Q: 3 clusters Score -2329048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2329055.000000 Penalty: 4893.558105
	Iteration 24Q: 3 clusters Score -2329055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2329066.500000 Penalty: 4893.558105
	Iteration 25Q: 3 clusters Score -2329066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2329065.750000 Penalty: 4893.558105
	Iteration 26Q: 3 clusters Score -2329066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2329080.750000 Penalty: 4893.558105
	Iteration 27Q: 3 clusters Score -2329081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2329081.500000 Penalty: 4893.558105
	Iteration 28Q: 3 clusters Score -2329082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2329083.000000 Penalty: 4893.558105
	Iteration 29Q: 3 clusters Score -2329083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2329082.000000 Penalty: 4893.558105
	Iteration 30Q: 3 clusters Score -2329082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2329081.500000 Penalty: 4893.558105
	Iteration 31Q: 3 clusters Score -2329082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2329079.000000 Penalty: 4893.558105
	Iteration 32Q: 3 clusters Score -2329079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2329082.250000 Penalty: 4893.558105
	Iteration 33Q: 3 clusters Score -2329082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2329083.000000 Penalty: 4893.558105
	Iteration 34Q: 3 clusters Score -2329083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2329085.250000 Penalty: 4893.558105
	Iteration 35Q: 3 clusters Score -2329085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2329090.250000 Penalty: 4893.558105
	Iteration 36Q: 3 clusters Score -2329090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2329088.000000 Penalty: 4893.558105
	Iteration 37Q: 3 clusters Score -2329088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2329089.750000 Penalty: 4893.558105
	Iteration 38Q: 3 clusters Score -2329090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2329088.000000 Penalty: 4893.558105
	Iteration 39Q: 3 clusters Score -2329088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2329089.500000 Penalty: 4893.558105
	Iteration 40F: 3 clusters Score -2329090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2329093.750000 Penalty: 4893.558105
	Iteration 41Q: 3 clusters Score -2329094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2329093.250000 Penalty: 4893.558105
	Iteration 42Q: 3 clusters Score -2329093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2329090.750000 Penalty: 4893.558105
	Iteration 43Q: 3 clusters Score -2329091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2329092.000000 Penalty: 4893.558105
	Iteration 44Q: 3 clusters Score -2329092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2329093.000000 Penalty: 4893.558105
	Iteration 45Q: 3 clusters Score -2329093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2329093.000000 Penalty: 4893.558105
	Iteration 46F: 3 clusters Score -2329093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1230301.250000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1230301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1223085.000000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1223085 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1225193.875000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1225194 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1225560.375000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1225560 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1225924.125000 Penalty: 4535.841309
	Iteration 3F: 3 clusters Score -1225924 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1226311.250000 Penalty: 4535.841309
	Iteration 4F: 3 clusters Score -1226311 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1226704.250000 Penalty: 4535.841309
	Iteration 5F: 3 clusters Score -1226704 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1227062.500000 Penalty: 4535.841309
	Iteration 6F: 3 clusters Score -1227062 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1227388.000000 Penalty: 4535.841309
	Iteration 7F: 3 clusters Score -1227388 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1227657.000000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1227657 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1227903.500000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1227904 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1228141.625000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1228142 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1228370.750000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1228371 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1228550.000000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1228550 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1228678.250000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1228678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1228805.750000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1228806 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1228907.000000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1228907 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1228983.000000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1228983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1229059.625000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1229060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1229144.250000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1229144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1229215.000000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1229215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1229295.500000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1229296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1229344.125000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1229344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1229387.625000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1229388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1229432.500000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1229432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1229462.250000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1229462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1229489.000000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1229489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1229519.000000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1229519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1229553.750000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1229554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1229577.875000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1229578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1229595.750000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1229596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1229609.750000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1229610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1229614.125000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1229614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1229622.625000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1229623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1229629.875000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1229630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1229635.750000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1229636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1229638.000000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1229638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1229640.375000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1229640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1229641.500000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1229642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1229644.250000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1229644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1229645.000000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1229645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1229644.875000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1229645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Entering Unmasked Estep 
Score: -2194746.250000 Penalty: 2431.514893
	Iteration 0F: 2 clusters Score -2194746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2181848.000000 Penalty: 4863.029785
	Iteration 0F: 3 clusters Score -2181848 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2186315.000000 Penalty: 4863.029785
	Iteration 1F: 3 clusters Score -2186315 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2186992.000000 Penalty: 4863.029785
	Iteration 2F: 3 clusters Score -2186992 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2187789.250000 Penalty: 4863.029785
	Iteration 3F: 3 clusters Score -2187789 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2188634.000000 Penalty: 4863.029785
	Iteration 4F: 3 clusters Score -2188634 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2189430.500000 Penalty: 4863.029785
	Iteration 5F: 3 clusters Score -2189430 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2190077.750000 Penalty: 4863.029785
	Iteration 6F: 3 clusters Score -2190078 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2190505.500000 Penalty: 4863.029785
	Iteration 7Q: 3 clusters Score -2190506 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2190788.750000 Penalty: 4863.029785
	Iteration 8Q: 3 clusters Score -2190789 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2190974.250000 Penalty: 4863.029785
	Iteration 9Q: 3 clusters Score -2190974 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2191097.250000 Penalty: 4863.029785
	Iteration 10Q: 3 clusters Score -2191097 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2191167.500000 Penalty: 4863.029785
	Iteration 11Q: 3 clusters Score -2191168 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2191221.750000 Penalty: 4863.029785
	Iteration 12Q: 3 clusters Score -2191222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2191273.250000 Penalty: 4863.029785
	Iteration 13Q: 3 clusters Score -2191273 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2191316.000000 Penalty: 4863.029785
	Iteration 14Q: 3 clusters Score -2191316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2191345.250000 Penalty: 4863.029785
	Iteration 15Q: 3 clusters Score -2191345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2191367.500000 Penalty: 4863.029785
	Iteration 16Q: 3 clusters Score -2191368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2191394.000000 Penalty: 4863.029785
	Iteration 17Q: 3 clusters Score -2191394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2191420.000000 Penalty: 4863.029785
	Iteration 18Q: 3 clusters Score -2191420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2191435.750000 Penalty: 4863.029785
	Iteration 19Q: 3 clusters Score -2191436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2191459.250000 Penalty: 4863.029785
	Iteration 20F: 3 clusters Score -2191459 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2191487.500000 Penalty: 4863.029785
	Iteration 21Q: 3 clusters Score -2191488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2191498.250000 Penalty: 4863.029785
	Iteration 22Q: 3 clusters Score -2191498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2191524.000000 Penalty: 4863.029785
	Iteration 23Q: 3 clusters Score -2191524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2191543.500000 Penalty: 4863.029785
	Iteration 24Q: 3 clusters Score -2191544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2191573.250000 Penalty: 4863.029785
	Iteration 25Q: 3 clusters Score -2191573 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2191602.500000 Penalty: 4863.029785
	Iteration 26Q: 3 clusters Score -2191602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2191623.500000 Penalty: 4863.029785
	Iteration 27Q: 3 clusters Score -2191624 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2191668.500000 Penalty: 4863.029785
	Iteration 28Q: 3 clusters Score -2191668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2191705.750000 Penalty: 4863.029785
	Iteration 29Q: 3 clusters Score -2191706 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2191733.000000 Penalty: 4863.029785
	Iteration 30Q: 3 clusters Score -2191733 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2191762.500000 Penalty: 4863.029785
	Iteration 31Q: 3 clusters Score -2191762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2191784.250000 Penalty: 4863.029785
	Iteration 32Q: 3 clusters Score -2191784 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2191817.750000 Penalty: 4863.029785
	Iteration 33Q: 3 clusters Score -2191818 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2191842.000000 Penalty: 4863.029785
	Iteration 34Q: 3 clusters Score -2191842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2191879.750000 Penalty: 4863.029785
	Iteration 35Q: 3 clusters Score -2191880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2191916.750000 Penalty: 4863.029785
	Iteration 36Q: 3 clusters Score -2191917 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2191952.750000 Penalty: 4863.029785
	Iteration 37Q: 3 clusters Score -2191953 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2191994.750000 Penalty: 4863.029785
	Iteration 38Q: 3 clusters Score -2191995 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2192035.250000 Penalty: 4863.029785
	Iteration 39Q: 3 clusters Score -2192035 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2192076.750000 Penalty: 4863.029785
	Iteration 40F: 3 clusters Score -2192077 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2192118.000000 Penalty: 4863.029785
	Iteration 41Q: 3 clusters Score -2192118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2192167.750000 Penalty: 4863.029785
	Iteration 42Q: 3 clusters Score -2192168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2192198.750000 Penalty: 4863.029785
	Iteration 43Q: 3 clusters Score -2192199 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2192237.250000 Penalty: 4863.029785
	Iteration 44Q: 3 clusters Score -2192237 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2192273.500000 Penalty: 4863.029785
	Iteration 45Q: 3 clusters Score -2192274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2192314.750000 Penalty: 4863.029785
	Iteration 46Q: 3 clusters Score -2192315 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2192347.250000 Penalty: 4863.029785
	Iteration 47Q: 3 clusters Score -2192347 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2192391.750000 Penalty: 4863.029785
	Iteration 48Q: 3 clusters Score -2192392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2192414.500000 Penalty: 4863.029785
	Iteration 49Q: 3 clusters Score -2192414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2192451.250000 Penalty: 4863.029785
	Iteration 50Q: 3 clusters Score -2192451 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2192490.750000 Penalty: 4863.029785
	Iteration 51Q: 3 clusters Score -2192491 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2192539.500000 Penalty: 4863.029785
	Iteration 52Q: 3 clusters Score -2192540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2192591.500000 Penalty: 4863.029785
	Iteration 53Q: 3 clusters Score -2192592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2192651.750000 Penalty: 4863.029785
	Iteration 54Q: 3 clusters Score -2192652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2192711.750000 Penalty: 4863.029785
	Iteration 55Q: 3 clusters Score -2192712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2192766.750000 Penalty: 4863.029785
	Iteration 56Q: 3 clusters Score -2192767 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2192828.000000 Penalty: 4863.029785
	Iteration 57Q: 3 clusters Score -2192828 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2192882.000000 Penalty: 4863.029785
	Iteration 58Q: 3 clusters Score -2192882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2192932.750000 Penalty: 4863.029785
	Iteration 59Q: 3 clusters Score -2192933 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2192977.750000 Penalty: 4863.029785
	Iteration 60F: 3 clusters Score -2192978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2193026.750000 Penalty: 4863.029785
	Iteration 61Q: 3 clusters Score -2193027 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2193074.000000 Penalty: 4863.029785
	Iteration 62Q: 3 clusters Score -2193074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2193116.750000 Penalty: 4863.029785
	Iteration 63Q: 3 clusters Score -2193117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2193154.750000 Penalty: 4863.029785
	Iteration 64Q: 3 clusters Score -2193155 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2193185.750000 Penalty: 4863.029785
	Iteration 65Q: 3 clusters Score -2193186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2193220.000000 Penalty: 4863.029785
	Iteration 66Q: 3 clusters Score -2193220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2193251.250000 Penalty: 4863.029785
	Iteration 67Q: 3 clusters Score -2193251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2193273.500000 Penalty: 4863.029785
	Iteration 68Q: 3 clusters Score -2193274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2193307.000000 Penalty: 4863.029785
	Iteration 69Q: 3 clusters Score -2193307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2193327.250000 Penalty: 4863.029785
	Iteration 70Q: 3 clusters Score -2193327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2193354.250000 Penalty: 4863.029785
	Iteration 71Q: 3 clusters Score -2193354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2193381.000000 Penalty: 4863.029785
	Iteration 72Q: 3 clusters Score -2193381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2193388.000000 Penalty: 4863.029785
	Iteration 73Q: 3 clusters Score -2193388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2193400.750000 Penalty: 4863.029785
	Iteration 74Q: 3 clusters Score -2193401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2193410.750000 Penalty: 4863.029785
	Iteration 75Q: 3 clusters Score -2193411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2193416.250000 Penalty: 4863.029785
	Iteration 76Q: 3 clusters Score -2193416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2193419.500000 Penalty: 4863.029785
	Iteration 77Q: 3 clusters Score -2193420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2193423.000000 Penalty: 4863.029785
	Iteration 78Q: 3 clusters Score -2193423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2193430.000000 Penalty: 4863.029785
	Iteration 79Q: 3 clusters Score -2193430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2193442.250000 Penalty: 4863.029785
	Iteration 80F: 3 clusters Score -2193442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2193452.500000 Penalty: 4863.029785
	Iteration 81Q: 3 clusters Score -2193452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2193456.750000 Penalty: 4863.029785
	Iteration 82Q: 3 clusters Score -2193457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2193462.750000 Penalty: 4863.029785
	Iteration 83Q: 3 clusters Score -2193463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2193469.250000 Penalty: 4863.029785
	Iteration 84Q: 3 clusters Score -2193469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2193478.000000 Penalty: 4863.029785
	Iteration 85Q: 3 clusters Score -2193478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2193480.250000 Penalty: 4863.029785
	Iteration 86Q: 3 clusters Score -2193480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2193483.750000 Penalty: 4863.029785
	Iteration 87Q: 3 clusters Score -2193484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2193484.750000 Penalty: 4863.029785
	Iteration 88Q: 3 clusters Score -2193485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2193493.250000 Penalty: 4863.029785
	Iteration 89Q: 3 clusters Score -2193493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2193498.250000 Penalty: 4863.029785
	Iteration 90Q: 3 clusters Score -2193498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2193504.250000 Penalty: 4863.029785
	Iteration 91Q: 3 clusters Score -2193504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2193509.750000 Penalty: 4863.029785
	Iteration 92Q: 3 clusters Score -2193510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2193518.000000 Penalty: 4863.029785
	Iteration 93Q: 3 clusters Score -2193518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2193526.500000 Penalty: 4863.029785
	Iteration 94Q: 3 clusters Score -2193526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2193523.500000 Penalty: 4863.029785
	Iteration 95Q: 3 clusters Score -2193524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2193535.000000 Penalty: 4863.029785
	Iteration 96Q: 3 clusters Score -2193535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2193536.750000 Penalty: 4863.029785
	Iteration 97Q: 3 clusters Score -2193537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2193540.750000 Penalty: 4863.029785
	Iteration 98Q: 3 clusters Score -2193541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2193543.250000 Penalty: 4863.029785
	Iteration 99Q: 3 clusters Score -2193543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2193551.750000 Penalty: 4863.029785
	Iteration 100F: 3 clusters Score -2193552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2193550.500000 Penalty: 4863.029785
	Iteration 101Q: 3 clusters Score -2193550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2193555.500000 Penalty: 4863.029785
	Iteration 102Q: 3 clusters Score -2193556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2193556.250000 Penalty: 4863.029785
	Iteration 103Q: 3 clusters Score -2193556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2193558.750000 Penalty: 4863.029785
	Iteration 104Q: 3 clusters Score -2193559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2193561.500000 Penalty: 4863.029785
	Iteration 105Q: 3 clusters Score -2193562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2193558.500000 Penalty: 4863.029785
	Iteration 106Q: 3 clusters Score -2193558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2193557.000000 Penalty: 4863.029785
	Iteration 107Q: 3 clusters Score -2193557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2193560.250000 Penalty: 4863.029785
	Iteration 108Q: 3 clusters Score -2193560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2193563.500000 Penalty: 4863.029785
	Iteration 109Q: 3 clusters Score -2193564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2193563.500000 Penalty: 4863.029785
	Iteration 110Q: 3 clusters Score -2193564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2193564.000000 Penalty: 4863.029785
	Iteration 111Q: 3 clusters Score -2193564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2193569.500000 Penalty: 4863.029785
	Iteration 112Q: 3 clusters Score -2193570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2193574.750000 Penalty: 4863.029785
	Iteration 113Q: 3 clusters Score -2193575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2193575.250000 Penalty: 4863.029785
	Iteration 114Q: 3 clusters Score -2193575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2193574.500000 Penalty: 4863.029785
	Iteration 115Q: 3 clusters Score -2193574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2193573.000000 Penalty: 4863.029785
	Iteration 116Q: 3 clusters Score -2193573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2193573.750000 Penalty: 4863.029785
	Iteration 117Q: 3 clusters Score -2193574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2193574.750000 Penalty: 4863.029785
	Iteration 118Q: 3 clusters Score -2193575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2193574.000000 Penalty: 4863.029785
	Iteration 119Q: 3 clusters Score -2193574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2193574.000000 Penalty: 4863.029785
	Iteration 120F: 3 clusters Score -2193574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -500883.218750 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -500883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -497064.250000 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -497064.2 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -497918.250000 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -497918.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -498101.843750 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -498101.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -498212.593750 Penalty: 4097.845215
	Iteration 3Q: 3 clusters Score -498212.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -498297.937500 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -498297.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -498377.781250 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -498377.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -498452.843750 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -498452.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -498528.406250 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -498528.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -498589.875000 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -498589.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -498650.187500 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -498650.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -498705.781250 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -498705.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -498756.593750 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -498756.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -498793.375000 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -498793.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -498827.968750 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -498828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -498860.093750 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -498860.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -498894.875000 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -498894.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -498923.656250 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -498923.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -498951.500000 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -498951.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -498985.281250 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -498985.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -499024.562500 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -499024.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -499064.156250 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -499064.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -499107.031250 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -499107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -499169.937500 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -499169.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -499247.468750 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -499247.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -499329.312500 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -499329.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -499400.500000 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -499400.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -499448.093750 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -499448.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -499484.343750 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -499484.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -499506.875000 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -499506.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -499522.968750 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -499523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -499531.968750 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -499532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -499535.781250 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -499535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -499543.093750 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -499543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -499549.781250 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -499549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -499551.812500 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -499551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -499556.125000 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -499556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -499563.093750 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -499563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -499570.531250 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -499570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -499573.218750 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -499573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -499575.968750 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -499576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -499579.000000 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -499579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -499580.968750 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -499581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -499586.906250 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -499586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -499589.500000 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -499589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -499590.906250 Penalty: 4097.845215
	Iteration 44Q: 3 clusters Score -499590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -499593.531250 Penalty: 4097.845215
	Iteration 45Q: 3 clusters Score -499593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -499594.281250 Penalty: 4097.845215
	Iteration 46Q: 3 clusters Score -499594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -499594.687500 Penalty: 4097.845215
	Iteration 47Q: 3 clusters Score -499594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -499596.250000 Penalty: 4097.845215
	Iteration 48Q: 3 clusters Score -499596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -499596.250000 Penalty: 4097.845215
	Iteration 49F: 3 clusters Score -499596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -325823.312500 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -325823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -322788.656250 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -322788.7 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323357.125000 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -323357.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -323537.718750 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -323537.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -323643.281250 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -323643.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323703.625000 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -323703.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -323765.812500 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -323765.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -323808.093750 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -323808.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -323844.125000 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -323844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -323866.500000 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -323866.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -323884.562500 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -323884.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -323904.125000 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -323904.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -323924.062500 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -323924.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -323941.000000 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -323941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -323955.687500 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -323955.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -323980.531250 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -323980.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -324008.406250 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -324008.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -324032.250000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -324032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -324051.937500 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -324051.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -324064.968750 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -324065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -324070.156250 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -324070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -324074.437500 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -324074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -324077.000000 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -324077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -324080.968750 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -324081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -324083.656250 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -324083.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -324085.906250 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -324085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -324087.218750 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -324087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324086.906250 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -324086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324087.625000 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -324087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324087.625000 Penalty: 3900.752197
	Iteration 28F: 3 clusters Score -324087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -678106.625000 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -678106.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -673330.812500 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -673330.8 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -674440.937500 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -674440.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -674643.125000 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -674643.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -674771.875000 Penalty: 4264.625977
	Iteration 3Q: 3 clusters Score -674771.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -674866.562500 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -674866.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -674942.250000 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -674942.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -675012.812500 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -675012.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -675080.437500 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -675080.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -675151.937500 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -675151.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -675227.875000 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -675227.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -675314.687500 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -675314.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -675386.625000 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -675386.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -675466.937500 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -675466.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -675550.687500 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -675550.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -675621.875000 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -675621.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -675681.562500 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -675681.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -675740.437500 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -675740.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -675796.500000 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -675796.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -675844.687500 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -675844.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -675892.437500 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -675892.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -675963.062500 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -675963.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -676019.312500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -676019.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -676059.625000 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -676059.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -676098.187500 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -676098.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -676122.250000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -676122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -676149.062500 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -676149.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -676171.625000 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -676171.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -676188.625000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -676188.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -676204.187500 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -676204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -676215.937500 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -676215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -676228.125000 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -676228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -676238.687500 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -676238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -676245.812500 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -676245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -676249.312500 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -676249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -676254.500000 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -676254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -676257.812500 Penalty: 4264.625977
	Iteration 35Q: 3 clusters Score -676257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -676260.375000 Penalty: 4264.625977
	Iteration 36Q: 3 clusters Score -676260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -676262.812500 Penalty: 4264.625977
	Iteration 37Q: 3 clusters Score -676262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -676263.750000 Penalty: 4264.625977
	Iteration 38Q: 3 clusters Score -676263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -676265.250000 Penalty: 4264.625977
	Iteration 39Q: 3 clusters Score -676265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -676265.625000 Penalty: 4264.625977
	Iteration 40F: 3 clusters Score -676265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Entering Unmasked Estep 
Score: -1494317.625000 Penalty: 2317.636475
	Iteration 0F: 2 clusters Score -1494318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1485826.875000 Penalty: 4635.272949
	Iteration 0F: 3 clusters Score -1485827 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1488649.500000 Penalty: 4635.272949
	Iteration 1F: 3 clusters Score -1488650 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1489424.125000 Penalty: 4635.272949
	Iteration 2F: 3 clusters Score -1489424 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1490478.750000 Penalty: 4635.272949
	Iteration 3F: 3 clusters Score -1490479 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1491687.250000 Penalty: 4635.272949
	Iteration 4F: 3 clusters Score -1491687 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1492534.375000 Penalty: 4635.272949
	Iteration 5F: 3 clusters Score -1492534 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1493003.625000 Penalty: 4635.272949
	Iteration 6F: 3 clusters Score -1493004 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1493259.250000 Penalty: 4635.272949
	Iteration 7Q: 3 clusters Score -1493259 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1493404.250000 Penalty: 4635.272949
	Iteration 8Q: 3 clusters Score -1493404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1493487.000000 Penalty: 4635.272949
	Iteration 9Q: 3 clusters Score -1493487 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1493532.375000 Penalty: 4635.272949
	Iteration 10Q: 3 clusters Score -1493532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1493580.500000 Penalty: 4635.272949
	Iteration 11Q: 3 clusters Score -1493580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1493613.250000 Penalty: 4635.272949
	Iteration 12Q: 3 clusters Score -1493613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1493641.125000 Penalty: 4635.272949
	Iteration 13Q: 3 clusters Score -1493641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1493652.000000 Penalty: 4635.272949
	Iteration 14Q: 3 clusters Score -1493652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1493663.500000 Penalty: 4635.272949
	Iteration 15Q: 3 clusters Score -1493664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1493673.500000 Penalty: 4635.272949
	Iteration 16Q: 3 clusters Score -1493674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1493670.250000 Penalty: 4635.272949
	Iteration 17Q: 3 clusters Score -1493670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1493680.125000 Penalty: 4635.272949
	Iteration 18Q: 3 clusters Score -1493680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1493685.375000 Penalty: 4635.272949
	Iteration 19Q: 3 clusters Score -1493685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1493690.750000 Penalty: 4635.272949
	Iteration 20F: 3 clusters Score -1493691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1493695.250000 Penalty: 4635.272949
	Iteration 21Q: 3 clusters Score -1493695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1493695.500000 Penalty: 4635.272949
	Iteration 22Q: 3 clusters Score -1493696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1493697.250000 Penalty: 4635.272949
	Iteration 23Q: 3 clusters Score -1493697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1493699.500000 Penalty: 4635.272949
	Iteration 24Q: 3 clusters Score -1493700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1493699.500000 Penalty: 4635.272949
	Iteration 25Q: 3 clusters Score -1493700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1493694.500000 Penalty: 4635.272949
	Iteration 26Q: 3 clusters Score -1493694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1493697.875000 Penalty: 4635.272949
	Iteration 27Q: 3 clusters Score -1493698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1493697.750000 Penalty: 4635.272949
	Iteration 28Q: 3 clusters Score -1493698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1493698.375000 Penalty: 4635.272949
	Iteration 29Q: 3 clusters Score -1493698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1493700.625000 Penalty: 4635.272949
	Iteration 30Q: 3 clusters Score -1493701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1493701.625000 Penalty: 4635.272949
	Iteration 31Q: 3 clusters Score -1493702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1493701.625000 Penalty: 4635.272949
	Iteration 32F: 3 clusters Score -1493702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -188320.531250 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -188320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -186073.343750 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -186073.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -186736.781250 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -186736.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187182.531250 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -187182.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187531.312500 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -187531.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -187696.062500 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -187696.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187770.687500 Penalty: 3649.664062
	Iteration 5Q: 3 clusters Score -187770.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -187821.156250 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -187821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187867.671875 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -187867.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187900.703125 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -187900.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187922.843750 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -187922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -187934.546875 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -187934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -187940.046875 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -187940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -187943.921875 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -187943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187944.625000 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -187944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187944.625000 Penalty: 3649.664062
	Iteration 14F: 3 clusters Score -187944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -342309.687500 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -342309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -339078.593750 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -339078.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -339768.906250 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -339768.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -340023.312500 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -340023.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -340175.937500 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -340175.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -340276.187500 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -340276.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -340358.187500 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -340358.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -340425.718750 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -340425.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -340483.031250 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -340483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -340530.218750 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -340530.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -340563.031250 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -340563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -340583.656250 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -340583.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -340603.375000 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -340603.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -340624.812500 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -340624.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -340644.656250 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -340644.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -340660.906250 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -340660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -340671.843750 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -340671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -340678.687500 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -340678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -340683.500000 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -340683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -340687.750000 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -340687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -340692.187500 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -340692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -340695.687500 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -340695.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -340697.906250 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -340697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -340699.031250 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -340699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -340700.593750 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -340700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -340700.843750 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -340700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -340702.156250 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -340702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -340702.375000 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -340702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -340702.250000 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -340702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -340702.718750 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -340702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -340703.625000 Penalty: 3953.315918
	Iteration 29Q: 3 clusters Score -340703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -340704.750000 Penalty: 3953.315918
	Iteration 30Q: 3 clusters Score -340704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -340707.125000 Penalty: 3953.315918
	Iteration 31Q: 3 clusters Score -340707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -340710.218750 Penalty: 3953.315918
	Iteration 32Q: 3 clusters Score -340710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -340711.593750 Penalty: 3953.315918
	Iteration 33Q: 3 clusters Score -340711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -340715.281250 Penalty: 3953.315918
	Iteration 34Q: 3 clusters Score -340715.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -340717.968750 Penalty: 3953.315918
	Iteration 35Q: 3 clusters Score -340718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -340720.218750 Penalty: 3953.315918
	Iteration 36Q: 3 clusters Score -340720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -340723.500000 Penalty: 3953.315918
	Iteration 37Q: 3 clusters Score -340723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -340727.500000 Penalty: 3953.315918
	Iteration 38Q: 3 clusters Score -340727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -340729.781250 Penalty: 3953.315918
	Iteration 39Q: 3 clusters Score -340729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -340731.562500 Penalty: 3953.315918
	Iteration 40F: 3 clusters Score -340731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -340734.281250 Penalty: 3953.315918
	Iteration 41Q: 3 clusters Score -340734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -340736.343750 Penalty: 3953.315918
	Iteration 42Q: 3 clusters Score -340736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -340737.968750 Penalty: 3953.315918
	Iteration 43Q: 3 clusters Score -340738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -340739.312500 Penalty: 3953.315918
	Iteration 44Q: 3 clusters Score -340739.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -340741.375000 Penalty: 3953.315918
	Iteration 45Q: 3 clusters Score -340741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -340741.437500 Penalty: 3953.315918
	Iteration 46Q: 3 clusters Score -340741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -340741.437500 Penalty: 3953.315918
	Iteration 47F: 3 clusters Score -340741.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -967235.312500 Penalty: 2227.176270
	Iteration 0F: 2 clusters Score -967235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -960909.000000 Penalty: 4454.352539
	Iteration 0F: 3 clusters Score -960909 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -962942.250000 Penalty: 4454.352539
	Iteration 1F: 3 clusters Score -962942.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -963703.812500 Penalty: 4454.352539
	Iteration 2F: 3 clusters Score -963703.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -964454.250000 Penalty: 4454.352539
	Iteration 3F: 3 clusters Score -964454.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -965096.750000 Penalty: 4454.352539
	Iteration 4F: 3 clusters Score -965096.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -965577.375000 Penalty: 4454.352539
	Iteration 5F: 3 clusters Score -965577.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -965929.000000 Penalty: 4454.352539
	Iteration 6F: 3 clusters Score -965929 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -966176.062500 Penalty: 4454.352539
	Iteration 7Q: 3 clusters Score -966176.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -966351.500000 Penalty: 4454.352539
	Iteration 8Q: 3 clusters Score -966351.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -966446.375000 Penalty: 4454.352539
	Iteration 9Q: 3 clusters Score -966446.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -966505.750000 Penalty: 4454.352539
	Iteration 10Q: 3 clusters Score -966505.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -966545.000000 Penalty: 4454.352539
	Iteration 11Q: 3 clusters Score -966545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -966577.937500 Penalty: 4454.352539
	Iteration 12Q: 3 clusters Score -966577.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -966603.500000 Penalty: 4454.352539
	Iteration 13Q: 3 clusters Score -966603.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -966619.937500 Penalty: 4454.352539
	Iteration 14Q: 3 clusters Score -966619.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -966631.812500 Penalty: 4454.352539
	Iteration 15Q: 3 clusters Score -966631.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -966639.375000 Penalty: 4454.352539
	Iteration 16Q: 3 clusters Score -966639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -966642.000000 Penalty: 4454.352539
	Iteration 17Q: 3 clusters Score -966642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -966646.000000 Penalty: 4454.352539
	Iteration 18Q: 3 clusters Score -966646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -966648.062500 Penalty: 4454.352539
	Iteration 19Q: 3 clusters Score -966648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -966649.375000 Penalty: 4454.352539
	Iteration 20F: 3 clusters Score -966649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -966649.500000 Penalty: 4454.352539
	Iteration 21Q: 3 clusters Score -966649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -966650.750000 Penalty: 4454.352539
	Iteration 22Q: 3 clusters Score -966650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -966650.875000 Penalty: 4454.352539
	Iteration 23Q: 3 clusters Score -966650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -966651.125000 Penalty: 4454.352539
	Iteration 24Q: 3 clusters Score -966651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -966652.250000 Penalty: 4454.352539
	Iteration 25Q: 3 clusters Score -966652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -966653.187500 Penalty: 4454.352539
	Iteration 26Q: 3 clusters Score -966653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -966654.000000 Penalty: 4454.352539
	Iteration 27Q: 3 clusters Score -966654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -966654.000000 Penalty: 4454.352539
	Iteration 28F: 3 clusters Score -966654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -563454.500000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -563454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -559073.687500 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -559073.7 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -560212.812500 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -560212.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -560492.250000 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -560492.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -560690.312500 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -560690.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -560844.312500 Penalty: 4211.868652
	Iteration 4Q: 3 clusters Score -560844.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -560989.750000 Penalty: 4211.868652
	Iteration 5Q: 3 clusters Score -560989.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -561113.000000 Penalty: 4211.868652
	Iteration 6Q: 3 clusters Score -561113 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -561228.250000 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -561228.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -561388.937500 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -561388.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -561593.562500 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -561593.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -561821.750000 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -561821.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -562081.687500 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -562081.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -562425.875000 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -562425.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -562734.500000 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -562734.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -562926.687500 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -562926.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -563061.062500 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -563061.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -563171.875000 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -563171.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -563274.125000 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -563274.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -563314.312500 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -563314.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -563334.062500 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -563334.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -563346.187500 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -563346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -563353.312500 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -563353.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -563356.562500 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -563356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -563361.312500 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -563361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -563364.000000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -563364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -563364.875000 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -563364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -563367.187500 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -563367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -563370.312500 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -563370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -563370.750000 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -563370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -563372.312500 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -563372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -563375.625000 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -563375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -563376.750000 Penalty: 4211.868652
	Iteration 31Q: 3 clusters Score -563376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -563386.000000 Penalty: 4211.868652
	Iteration 32Q: 3 clusters Score -563386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -563395.625000 Penalty: 4211.868652
	Iteration 33Q: 3 clusters Score -563395.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -563414.500000 Penalty: 4211.868652
	Iteration 34Q: 3 clusters Score -563414.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -563437.562500 Penalty: 4211.868652
	Iteration 35Q: 3 clusters Score -563437.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -563479.187500 Penalty: 4211.868652
	Iteration 36Q: 3 clusters Score -563479.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -563536.625000 Penalty: 4211.868652
	Iteration 37Q: 3 clusters Score -563536.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -563586.500000 Penalty: 4211.868652
	Iteration 38Q: 3 clusters Score -563586.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -563630.125000 Penalty: 4211.868652
	Iteration 39Q: 3 clusters Score -563630.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -563657.875000 Penalty: 4211.868652
	Iteration 40F: 3 clusters Score -563657.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -563678.062500 Penalty: 4211.868652
	Iteration 41Q: 3 clusters Score -563678.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -563696.312500 Penalty: 4211.868652
	Iteration 42Q: 3 clusters Score -563696.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -563725.250000 Penalty: 4211.868652
	Iteration 43Q: 3 clusters Score -563725.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -563743.562500 Penalty: 4211.868652
	Iteration 44Q: 3 clusters Score -563743.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -563761.125000 Penalty: 4211.868652
	Iteration 45Q: 3 clusters Score -563761.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -563780.312500 Penalty: 4211.868652
	Iteration 46Q: 3 clusters Score -563780.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -563792.875000 Penalty: 4211.868652
	Iteration 47Q: 3 clusters Score -563792.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -563806.750000 Penalty: 4211.868652
	Iteration 48Q: 3 clusters Score -563806.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -563820.187500 Penalty: 4211.868652
	Iteration 49Q: 3 clusters Score -563820.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -563825.562500 Penalty: 4211.868652
	Iteration 50Q: 3 clusters Score -563825.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -563832.687500 Penalty: 4211.868652
	Iteration 51Q: 3 clusters Score -563832.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -563839.750000 Penalty: 4211.868652
	Iteration 52Q: 3 clusters Score -563839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -563846.687500 Penalty: 4211.868652
	Iteration 53Q: 3 clusters Score -563846.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -563851.625000 Penalty: 4211.868652
	Iteration 54Q: 3 clusters Score -563851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -563855.187500 Penalty: 4211.868652
	Iteration 55Q: 3 clusters Score -563855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -563857.312500 Penalty: 4211.868652
	Iteration 56Q: 3 clusters Score -563857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -563859.937500 Penalty: 4211.868652
	Iteration 57Q: 3 clusters Score -563859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -563862.312500 Penalty: 4211.868652
	Iteration 58Q: 3 clusters Score -563862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -563864.187500 Penalty: 4211.868652
	Iteration 59Q: 3 clusters Score -563864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -563865.062500 Penalty: 4211.868652
	Iteration 60F: 3 clusters Score -563865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -563867.562500 Penalty: 4211.868652
	Iteration 61Q: 3 clusters Score -563867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -563868.875000 Penalty: 4211.868652
	Iteration 62Q: 3 clusters Score -563868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -563868.750000 Penalty: 4211.868652
	Iteration 63Q: 3 clusters Score -563868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -563869.062500 Penalty: 4211.868652
	Iteration 64Q: 3 clusters Score -563869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -563869.062500 Penalty: 4211.868652
	Iteration 65F: 3 clusters Score -563869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 2337 members 
Entering Unmasked Estep 
Score: -111270816.000000 Penalty: 145996.140625
Splitting cluster 33 changes total score from -111271664.000000 to -111270816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (113358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Entering Unmasked Estep 
Score: -14836492.000000 Penalty: 2886.300049
	Iteration 0F: 2 clusters Score -1.483649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -14760834.000000 Penalty: 5772.600098
	Iteration 0F: 3 clusters Score -1.476083e+07 nChanged 53597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -14792302.000000 Penalty: 5772.600098
	Iteration 1F: 3 clusters Score -1.47923e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -14793181.000000 Penalty: 5772.600098
	Iteration 2Q: 3 clusters Score -1.479318e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -14794119.000000 Penalty: 5772.600098
	Iteration 3Q: 3 clusters Score -1.479412e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -14795187.000000 Penalty: 5772.600098
	Iteration 4Q: 3 clusters Score -1.479519e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -14796451.000000 Penalty: 5772.600098
	Iteration 5Q: 3 clusters Score -1.479645e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -14798044.000000 Penalty: 5772.600098
	Iteration 6Q: 3 clusters Score -1.479804e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -14800063.000000 Penalty: 5772.600098
	Iteration 7Q: 3 clusters Score -1.480006e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -14802903.000000 Penalty: 5772.600098
	Iteration 8Q: 3 clusters Score -1.48029e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -14806360.000000 Penalty: 5772.600098
	Iteration 9F: 3 clusters Score -1.480636e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -14810661.000000 Penalty: 5772.600098
	Iteration 10F: 3 clusters Score -1.481066e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -14815547.000000 Penalty: 5772.600098
	Iteration 11F: 3 clusters Score -1.481555e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -14820403.000000 Penalty: 5772.600098
	Iteration 12F: 3 clusters Score -1.48204e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -14824610.000000 Penalty: 5772.600098
	Iteration 13Q: 3 clusters Score -1.482461e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -14827877.000000 Penalty: 5772.600098
	Iteration 14Q: 3 clusters Score -1.482788e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -14830361.000000 Penalty: 5772.600098
	Iteration 15Q: 3 clusters Score -1.483036e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -14831884.000000 Penalty: 5772.600098
	Iteration 16Q: 3 clusters Score -1.483188e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110241 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -14832810.000000 Penalty: 5772.600098
	Iteration 17Q: 3 clusters Score -1.483281e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14833267.000000 Penalty: 5772.600098
	Iteration 18Q: 3 clusters Score -1.483327e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14833532.000000 Penalty: 5772.600098
	Iteration 19Q: 3 clusters Score -1.483353e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14833750.000000 Penalty: 5772.600098
	Iteration 20F: 3 clusters Score -1.483375e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14833878.000000 Penalty: 5772.600098
	Iteration 21Q: 3 clusters Score -1.483388e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14833981.000000 Penalty: 5772.600098
	Iteration 22Q: 3 clusters Score -1.483398e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -14834090.000000 Penalty: 5772.600098
	Iteration 23Q: 3 clusters Score -1.483409e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14834138.000000 Penalty: 5772.600098
	Iteration 24Q: 3 clusters Score -1.483414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14834154.000000 Penalty: 5772.600098
	Iteration 25Q: 3 clusters Score -1.483415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14834147.000000 Penalty: 5772.600098
	Iteration 26Q: 3 clusters Score -1.483415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112341 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -14834181.000000 Penalty: 5772.600098
	Iteration 27Q: 3 clusters Score -1.483418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112359 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -14834194.000000 Penalty: 5772.600098
	Iteration 28Q: 3 clusters Score -1.483419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14834201.000000 Penalty: 5772.600098
	Iteration 29Q: 3 clusters Score -1.48342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14834207.000000 Penalty: 5772.600098
	Iteration 30Q: 3 clusters Score -1.483421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112390 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14834214.000000 Penalty: 5772.600098
	Iteration 31Q: 3 clusters Score -1.483421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112393 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14834214.000000 Penalty: 5772.600098
	Iteration 32Q: 3 clusters Score -1.483421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14834225.000000 Penalty: 5772.600098
	Iteration 33Q: 3 clusters Score -1.483422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14834226.000000 Penalty: 5772.600098
	Iteration 34Q: 3 clusters Score -1.483423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14834226.000000 Penalty: 5772.600098
	Iteration 35F: 3 clusters Score -1.483423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -528559.687500 Penalty: 2069.437256
	Iteration 0F: 2 clusters Score -528559.7 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 2143 members 
Entering Unmasked Estep 
Score: -524525.312500 Penalty: 4138.874512
	Iteration 0F: 3 clusters Score -524525.3 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -525543.562500 Penalty: 4138.874512
	Iteration 1F: 3 clusters Score -525543.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -525786.687500 Penalty: 4138.874512
	Iteration 2F: 3 clusters Score -525786.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -525951.937500 Penalty: 4138.874512
	Iteration 3F: 3 clusters Score -525951.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -526077.500000 Penalty: 4138.874512
	Iteration 4Q: 3 clusters Score -526077.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -526208.125000 Penalty: 4138.874512
	Iteration 5Q: 3 clusters Score -526208.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -526325.500000 Penalty: 4138.874512
	Iteration 6Q: 3 clusters Score -526325.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -526439.875000 Penalty: 4138.874512
	Iteration 7Q: 3 clusters Score -526439.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -526531.125000 Penalty: 4138.874512
	Iteration 8Q: 3 clusters Score -526531.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -526617.437500 Penalty: 4138.874512
	Iteration 9Q: 3 clusters Score -526617.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -526692.875000 Penalty: 4138.874512
	Iteration 10Q: 3 clusters Score -526692.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -526760.000000 Penalty: 4138.874512
	Iteration 11Q: 3 clusters Score -526760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -526828.062500 Penalty: 4138.874512
	Iteration 12Q: 3 clusters Score -526828.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -526897.312500 Penalty: 4138.874512
	Iteration 13Q: 3 clusters Score -526897.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -526946.500000 Penalty: 4138.874512
	Iteration 14Q: 3 clusters Score -526946.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -526981.375000 Penalty: 4138.874512
	Iteration 15Q: 3 clusters Score -526981.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -527006.562500 Penalty: 4138.874512
	Iteration 16Q: 3 clusters Score -527006.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -527023.625000 Penalty: 4138.874512
	Iteration 17Q: 3 clusters Score -527023.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -527036.250000 Penalty: 4138.874512
	Iteration 18Q: 3 clusters Score -527036.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -527043.812500 Penalty: 4138.874512
	Iteration 19Q: 3 clusters Score -527043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -527048.625000 Penalty: 4138.874512
	Iteration 20F: 3 clusters Score -527048.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -527054.312500 Penalty: 4138.874512
	Iteration 21Q: 3 clusters Score -527054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -527055.312500 Penalty: 4138.874512
	Iteration 22Q: 3 clusters Score -527055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -527057.500000 Penalty: 4138.874512
	Iteration 23Q: 3 clusters Score -527057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -527061.625000 Penalty: 4138.874512
	Iteration 24Q: 3 clusters Score -527061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -527063.062500 Penalty: 4138.874512
	Iteration 25Q: 3 clusters Score -527063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -527063.062500 Penalty: 4138.874512
	Iteration 26F: 3 clusters Score -527063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -132398.843750 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -132398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -130458.781250 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -130458.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -130942.898438 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -130942.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131130.781250 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -131130.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131305.781250 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -131305.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -131498.656250 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -131498.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131653.968750 Penalty: 3456.549805
	Iteration 5F: 3 clusters Score -131654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -131800.812500 Penalty: 3456.549805
	Iteration 6F: 3 clusters Score -131800.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -131942.671875 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -131942.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -132121.109375 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -132121.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132344.187500 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -132344.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132667.671875 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -132667.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132739.859375 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -132739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -132756.281250 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -132756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132781.562500 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -132781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -132807.968750 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -132808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -132834.875000 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -132834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -132844.828125 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -132844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -132849.453125 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -132849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -132852.093750 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -132852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -132853.671875 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -132853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -132853.671875 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -132853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 769 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 669 members 
Mstep: Class 43 contains 294 members 
Entering Unmasked Estep 
Score: -111270392.000000 Penalty: 145996.140625
Splitting cluster 36 changes total score from -111271664.000000 to -111270392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -913460.250000 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -913460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -907710.750000 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -907710.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -909265.812500 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -909265.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -909596.312500 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -909596.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -909856.937500 Penalty: 4394.877930
	Iteration 3F: 3 clusters Score -909856.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -910048.000000 Penalty: 4394.877930
	Iteration 4F: 3 clusters Score -910048 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -910204.625000 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -910204.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -910322.625000 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -910322.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -910425.750000 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -910425.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -910518.875000 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -910518.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -910594.062500 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -910594.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -910656.937500 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -910656.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -910716.250000 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -910716.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -910772.687500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -910772.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -910822.875000 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -910822.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -910868.562500 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -910868.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -910907.875000 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -910907.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -910934.562500 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -910934.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -910955.312500 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -910955.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -910976.000000 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -910976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -911000.125000 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -911000.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -911028.250000 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -911028.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -911051.062500 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -911051.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -911064.812500 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -911064.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -911078.562500 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -911078.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -911092.625000 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -911092.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -911102.312500 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -911102.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -911113.625000 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -911113.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -911123.562500 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -911123.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -911135.125000 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -911135.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -911145.875000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -911145.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -911156.750000 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -911156.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -911174.312500 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -911174.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -911186.437500 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -911186.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -911200.062500 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -911200.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -911215.875000 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -911215.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -911226.937500 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -911226.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -911236.375000 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -911236.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -911248.062500 Penalty: 4394.877930
	Iteration 37Q: 3 clusters Score -911248.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -911256.375000 Penalty: 4394.877930
	Iteration 38Q: 3 clusters Score -911256.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -911262.875000 Penalty: 4394.877930
	Iteration 39Q: 3 clusters Score -911262.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -911267.750000 Penalty: 4394.877930
	Iteration 40F: 3 clusters Score -911267.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -911275.937500 Penalty: 4394.877930
	Iteration 41Q: 3 clusters Score -911275.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -911282.875000 Penalty: 4394.877930
	Iteration 42Q: 3 clusters Score -911282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -911287.187500 Penalty: 4394.877930
	Iteration 43Q: 3 clusters Score -911287.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -911292.187500 Penalty: 4394.877930
	Iteration 44Q: 3 clusters Score -911292.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -911297.875000 Penalty: 4394.877930
	Iteration 45Q: 3 clusters Score -911297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -911305.875000 Penalty: 4394.877930
	Iteration 46Q: 3 clusters Score -911305.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -911313.812500 Penalty: 4394.877930
	Iteration 47Q: 3 clusters Score -911313.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -911321.250000 Penalty: 4394.877930
	Iteration 48Q: 3 clusters Score -911321.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -911330.937500 Penalty: 4394.877930
	Iteration 49Q: 3 clusters Score -911330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -911344.875000 Penalty: 4394.877930
	Iteration 50Q: 3 clusters Score -911344.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -911357.812500 Penalty: 4394.877930
	Iteration 51Q: 3 clusters Score -911357.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -911373.250000 Penalty: 4394.877930
	Iteration 52Q: 3 clusters Score -911373.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -911387.500000 Penalty: 4394.877930
	Iteration 53Q: 3 clusters Score -911387.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -911400.687500 Penalty: 4394.877930
	Iteration 54Q: 3 clusters Score -911400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -911420.125000 Penalty: 4394.877930
	Iteration 55Q: 3 clusters Score -911420.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -911444.750000 Penalty: 4394.877930
	Iteration 56Q: 3 clusters Score -911444.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -911463.812500 Penalty: 4394.877930
	Iteration 57Q: 3 clusters Score -911463.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -911484.500000 Penalty: 4394.877930
	Iteration 58Q: 3 clusters Score -911484.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -911505.187500 Penalty: 4394.877930
	Iteration 59Q: 3 clusters Score -911505.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -911524.937500 Penalty: 4394.877930
	Iteration 60F: 3 clusters Score -911524.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -911541.375000 Penalty: 4394.877930
	Iteration 61Q: 3 clusters Score -911541.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -911549.750000 Penalty: 4394.877930
	Iteration 62Q: 3 clusters Score -911549.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -911562.250000 Penalty: 4394.877930
	Iteration 63Q: 3 clusters Score -911562.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -911574.000000 Penalty: 4394.877930
	Iteration 64Q: 3 clusters Score -911574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -911587.437500 Penalty: 4394.877930
	Iteration 65Q: 3 clusters Score -911587.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -911597.687500 Penalty: 4394.877930
	Iteration 66Q: 3 clusters Score -911597.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -911612.875000 Penalty: 4394.877930
	Iteration 67Q: 3 clusters Score -911612.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -911624.687500 Penalty: 4394.877930
	Iteration 68Q: 3 clusters Score -911624.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -911633.437500 Penalty: 4394.877930
	Iteration 69Q: 3 clusters Score -911633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -911639.687500 Penalty: 4394.877930
	Iteration 70Q: 3 clusters Score -911639.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -911647.125000 Penalty: 4394.877930
	Iteration 71Q: 3 clusters Score -911647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -911652.562500 Penalty: 4394.877930
	Iteration 72Q: 3 clusters Score -911652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -911655.312500 Penalty: 4394.877930
	Iteration 73Q: 3 clusters Score -911655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -911657.000000 Penalty: 4394.877930
	Iteration 74Q: 3 clusters Score -911657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -911657.375000 Penalty: 4394.877930
	Iteration 75Q: 3 clusters Score -911657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -911660.000000 Penalty: 4394.877930
	Iteration 76Q: 3 clusters Score -911660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -911659.812500 Penalty: 4394.877930
	Iteration 77Q: 3 clusters Score -911659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -911662.500000 Penalty: 4394.877930
	Iteration 78Q: 3 clusters Score -911662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -911662.500000 Penalty: 4394.877930
	Iteration 79F: 3 clusters Score -911662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -452731.500000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -452731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -449018.500000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -449018.5 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -449866.406250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -449866.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -450078.968750 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -450079 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -450239.968750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -450240 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -450373.656250 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -450373.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -450508.843750 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -450508.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -450633.781250 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -450633.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -450781.093750 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -450781.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -450908.718750 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -450908.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -451020.437500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -451020.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -451113.781250 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -451113.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -451180.812500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -451180.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -451230.031250 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -451230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -451286.468750 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -451286.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -451342.750000 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -451342.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -451402.437500 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -451402.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -451462.218750 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -451462.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -451516.343750 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -451516.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -451557.718750 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -451557.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -451586.187500 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -451586.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -451607.187500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -451607.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -451619.031250 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -451619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -451626.281250 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -451626.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -451633.468750 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -451633.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -451637.843750 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -451637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -451642.656250 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -451642.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -451647.468750 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -451647.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -451649.125000 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -451649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -451652.218750 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -451652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -451654.406250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -451654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -451655.406250 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -451655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -451656.562500 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -451656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -451657.625000 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -451657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -451660.000000 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -451660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -451666.187500 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -451666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -451670.687500 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -451670.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -451675.750000 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -451675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -451679.062500 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -451679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -451682.031250 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -451682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -451685.125000 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -451685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -451687.531250 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -451687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -451689.093750 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -451689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -451689.031250 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -451689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -451689.125000 Penalty: 4076.785645
	Iteration 43Q: 3 clusters Score -451689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -451689.125000 Penalty: 4076.785645
	Iteration 44F: 3 clusters Score -451689.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -662129.187500 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -662129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -657293.062500 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -657293.1 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -658551.625000 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -658551.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -658802.500000 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -658802.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -658989.000000 Penalty: 4270.808594
	Iteration 3F: 3 clusters Score -658989 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -659162.562500 Penalty: 4270.808594
	Iteration 4Q: 3 clusters Score -659162.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -659294.125000 Penalty: 4270.808594
	Iteration 5Q: 3 clusters Score -659294.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -659409.250000 Penalty: 4270.808594
	Iteration 6Q: 3 clusters Score -659409.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -659510.000000 Penalty: 4270.808594
	Iteration 7Q: 3 clusters Score -659510 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -659582.187500 Penalty: 4270.808594
	Iteration 8Q: 3 clusters Score -659582.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -659643.375000 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -659643.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -659695.187500 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -659695.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -659739.562500 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -659739.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -659781.125000 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -659781.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659812.562500 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -659812.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659836.250000 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -659836.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -659854.750000 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -659854.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -659869.062500 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -659869.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -659881.875000 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -659881.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -659897.562500 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -659897.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -659917.812500 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -659917.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -659936.437500 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -659936.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -659945.375000 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -659945.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -659957.062500 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -659957.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -659965.937500 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -659965.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -659974.625000 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -659974.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -659980.375000 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -659980.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -659983.375000 Penalty: 4270.808594
	Iteration 26Q: 3 clusters Score -659983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -659987.500000 Penalty: 4270.808594
	Iteration 27Q: 3 clusters Score -659987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -659991.750000 Penalty: 4270.808594
	Iteration 28Q: 3 clusters Score -659991.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -659999.750000 Penalty: 4270.808594
	Iteration 29Q: 3 clusters Score -659999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -660006.562500 Penalty: 4270.808594
	Iteration 30Q: 3 clusters Score -660006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -660010.375000 Penalty: 4270.808594
	Iteration 31Q: 3 clusters Score -660010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -660014.500000 Penalty: 4270.808594
	Iteration 32Q: 3 clusters Score -660014.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -660020.875000 Penalty: 4270.808594
	Iteration 33Q: 3 clusters Score -660020.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -660028.000000 Penalty: 4270.808594
	Iteration 34Q: 3 clusters Score -660028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -660036.312500 Penalty: 4270.808594
	Iteration 35Q: 3 clusters Score -660036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -660045.062500 Penalty: 4270.808594
	Iteration 36Q: 3 clusters Score -660045.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -660053.250000 Penalty: 4270.808594
	Iteration 37Q: 3 clusters Score -660053.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -660058.375000 Penalty: 4270.808594
	Iteration 38Q: 3 clusters Score -660058.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -660063.250000 Penalty: 4270.808594
	Iteration 39Q: 3 clusters Score -660063.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -660067.312500 Penalty: 4270.808594
	Iteration 40F: 3 clusters Score -660067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -660068.437500 Penalty: 4270.808594
	Iteration 41Q: 3 clusters Score -660068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -660070.187500 Penalty: 4270.808594
	Iteration 42Q: 3 clusters Score -660070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -660073.500000 Penalty: 4270.808594
	Iteration 43Q: 3 clusters Score -660073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -660076.750000 Penalty: 4270.808594
	Iteration 44Q: 3 clusters Score -660076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -660076.437500 Penalty: 4270.808594
	Iteration 45Q: 3 clusters Score -660076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -660080.812500 Penalty: 4270.808594
	Iteration 46Q: 3 clusters Score -660080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -660082.875000 Penalty: 4270.808594
	Iteration 47Q: 3 clusters Score -660082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -660086.437500 Penalty: 4270.808594
	Iteration 48Q: 3 clusters Score -660086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -660087.812500 Penalty: 4270.808594
	Iteration 49Q: 3 clusters Score -660087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -660091.125000 Penalty: 4270.808594
	Iteration 50Q: 3 clusters Score -660091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -660093.625000 Penalty: 4270.808594
	Iteration 51Q: 3 clusters Score -660093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -660097.750000 Penalty: 4270.808594
	Iteration 52Q: 3 clusters Score -660097.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -660101.750000 Penalty: 4270.808594
	Iteration 53Q: 3 clusters Score -660101.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -660106.312500 Penalty: 4270.808594
	Iteration 54Q: 3 clusters Score -660106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -660109.312500 Penalty: 4270.808594
	Iteration 55Q: 3 clusters Score -660109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -660112.937500 Penalty: 4270.808594
	Iteration 56Q: 3 clusters Score -660112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -660114.812500 Penalty: 4270.808594
	Iteration 57Q: 3 clusters Score -660114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -660118.125000 Penalty: 4270.808594
	Iteration 58Q: 3 clusters Score -660118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -660118.875000 Penalty: 4270.808594
	Iteration 59Q: 3 clusters Score -660118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -660122.750000 Penalty: 4270.808594
	Iteration 60F: 3 clusters Score -660122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -660123.625000 Penalty: 4270.808594
	Iteration 61Q: 3 clusters Score -660123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -660125.312500 Penalty: 4270.808594
	Iteration 62Q: 3 clusters Score -660125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -660130.125000 Penalty: 4270.808594
	Iteration 63Q: 3 clusters Score -660130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -660132.562500 Penalty: 4270.808594
	Iteration 64Q: 3 clusters Score -660132.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -660138.000000 Penalty: 4270.808594
	Iteration 65Q: 3 clusters Score -660138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -660145.312500 Penalty: 4270.808594
	Iteration 66Q: 3 clusters Score -660145.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -660150.687500 Penalty: 4270.808594
	Iteration 67Q: 3 clusters Score -660150.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -660153.375000 Penalty: 4270.808594
	Iteration 68Q: 3 clusters Score -660153.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -660160.125000 Penalty: 4270.808594
	Iteration 69Q: 3 clusters Score -660160.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -660172.687500 Penalty: 4270.808594
	Iteration 70Q: 3 clusters Score -660172.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -660182.937500 Penalty: 4270.808594
	Iteration 71Q: 3 clusters Score -660182.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -660194.250000 Penalty: 4270.808594
	Iteration 72Q: 3 clusters Score -660194.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -660200.437500 Penalty: 4270.808594
	Iteration 73Q: 3 clusters Score -660200.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -660209.687500 Penalty: 4270.808594
	Iteration 74Q: 3 clusters Score -660209.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -660227.500000 Penalty: 4270.808594
	Iteration 75Q: 3 clusters Score -660227.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -660248.500000 Penalty: 4270.808594
	Iteration 76Q: 3 clusters Score -660248.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -660265.125000 Penalty: 4270.808594
	Iteration 77Q: 3 clusters Score -660265.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -660280.937500 Penalty: 4270.808594
	Iteration 78Q: 3 clusters Score -660280.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -660291.812500 Penalty: 4270.808594
	Iteration 79Q: 3 clusters Score -660291.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -660301.250000 Penalty: 4270.808594
	Iteration 80F: 3 clusters Score -660301.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -660308.250000 Penalty: 4270.808594
	Iteration 81Q: 3 clusters Score -660308.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -660316.687500 Penalty: 4270.808594
	Iteration 82Q: 3 clusters Score -660316.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -660325.375000 Penalty: 4270.808594
	Iteration 83Q: 3 clusters Score -660325.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -660340.062500 Penalty: 4270.808594
	Iteration 84Q: 3 clusters Score -660340.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -660354.750000 Penalty: 4270.808594
	Iteration 85Q: 3 clusters Score -660354.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -660375.937500 Penalty: 4270.808594
	Iteration 86Q: 3 clusters Score -660375.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -660395.000000 Penalty: 4270.808594
	Iteration 87Q: 3 clusters Score -660395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -660427.812500 Penalty: 4270.808594
	Iteration 88Q: 3 clusters Score -660427.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -660467.812500 Penalty: 4270.808594
	Iteration 89Q: 3 clusters Score -660467.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -660506.000000 Penalty: 4270.808594
	Iteration 90Q: 3 clusters Score -660506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -660550.375000 Penalty: 4270.808594
	Iteration 91Q: 3 clusters Score -660550.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -660594.812500 Penalty: 4270.808594
	Iteration 92Q: 3 clusters Score -660594.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -660636.062500 Penalty: 4270.808594
	Iteration 93Q: 3 clusters Score -660636.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -660695.062500 Penalty: 4270.808594
	Iteration 94Q: 3 clusters Score -660695.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -660766.812500 Penalty: 4270.808594
	Iteration 95Q: 3 clusters Score -660766.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -660844.000000 Penalty: 4270.808594
	Iteration 96Q: 3 clusters Score -660844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -660912.687500 Penalty: 4270.808594
	Iteration 97Q: 3 clusters Score -660912.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -660966.500000 Penalty: 4270.808594
	Iteration 98Q: 3 clusters Score -660966.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -661010.812500 Penalty: 4270.808594
	Iteration 99Q: 3 clusters Score -661010.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -661059.937500 Penalty: 4270.808594
	Iteration 100F: 3 clusters Score -661059.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -661086.625000 Penalty: 4270.808594
	Iteration 101Q: 3 clusters Score -661086.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -661108.125000 Penalty: 4270.808594
	Iteration 102Q: 3 clusters Score -661108.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -661137.375000 Penalty: 4270.808594
	Iteration 103Q: 3 clusters Score -661137.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -661168.187500 Penalty: 4270.808594
	Iteration 104Q: 3 clusters Score -661168.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -661201.250000 Penalty: 4270.808594
	Iteration 105Q: 3 clusters Score -661201.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -661220.062500 Penalty: 4270.808594
	Iteration 106Q: 3 clusters Score -661220.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -661229.687500 Penalty: 4270.808594
	Iteration 107Q: 3 clusters Score -661229.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -661240.125000 Penalty: 4270.808594
	Iteration 108Q: 3 clusters Score -661240.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -661246.000000 Penalty: 4270.808594
	Iteration 109Q: 3 clusters Score -661246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -661248.437500 Penalty: 4270.808594
	Iteration 110Q: 3 clusters Score -661248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -661252.937500 Penalty: 4270.808594
	Iteration 111Q: 3 clusters Score -661252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -661257.312500 Penalty: 4270.808594
	Iteration 112Q: 3 clusters Score -661257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -661258.062500 Penalty: 4270.808594
	Iteration 113Q: 3 clusters Score -661258.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -661263.437500 Penalty: 4270.808594
	Iteration 114Q: 3 clusters Score -661263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -661265.625000 Penalty: 4270.808594
	Iteration 115Q: 3 clusters Score -661265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -661266.625000 Penalty: 4270.808594
	Iteration 116Q: 3 clusters Score -661266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -661266.937500 Penalty: 4270.808594
	Iteration 117Q: 3 clusters Score -661266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -661268.812500 Penalty: 4270.808594
	Iteration 118Q: 3 clusters Score -661268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -661268.562500 Penalty: 4270.808594
	Iteration 119Q: 3 clusters Score -661268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -661268.562500 Penalty: 4270.808594
	Iteration 120F: 3 clusters Score -661268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -567880.062500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -567880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -563671.125000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -563671.1 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -564687.562500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -564687.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -564902.937500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -564902.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -565065.187500 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -565065.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -565223.625000 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -565223.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -565398.312500 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -565398.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -565571.500000 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -565571.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -565772.000000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -565772 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -565948.000000 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -565948 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -566094.000000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -566094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -566219.625000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -566219.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -566318.500000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -566318.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -566382.937500 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -566382.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -566422.000000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -566422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -566462.375000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -566462.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -566498.750000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -566498.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -566525.187500 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -566525.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -566545.125000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -566545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -566555.000000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -566555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -566558.500000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -566558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -566566.312500 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -566566.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -566574.312500 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -566574.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -566579.562500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -566579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -566582.187500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -566582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -566584.125000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -566584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -566588.187500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -566588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -566589.062500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -566589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -566588.562500 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -566588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -566590.562500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -566590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -566590.312500 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -566590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -566590.312500 Penalty: 4167.729004
	Iteration 30F: 3 clusters Score -566590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -362615.781250 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -362615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -359499.843750 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -359499.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -360092.125000 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -360092.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -360236.062500 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -360236.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -360320.531250 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -360320.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -360367.906250 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -360367.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -360405.312500 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -360405.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -360440.562500 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -360440.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -360465.343750 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -360465.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -360484.000000 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -360484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -360510.687500 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -360510.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -360535.718750 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -360535.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -360557.843750 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -360557.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -360577.218750 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -360577.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -360596.406250 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -360596.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -360611.937500 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -360611.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -360628.875000 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -360628.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -360643.156250 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -360643.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -360655.062500 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -360655.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -360672.281250 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -360672.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -360688.156250 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -360688.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -360700.093750 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -360700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -360707.125000 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -360707.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -360716.281250 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -360716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -360720.875000 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -360720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -360725.343750 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -360725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -360729.312500 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -360729.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -360732.437500 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -360732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -360735.718750 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -360735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -360741.312500 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -360741.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -360747.000000 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -360747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -360749.250000 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -360749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -360751.218750 Penalty: 3936.228760
	Iteration 31Q: 3 clusters Score -360751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -360753.187500 Penalty: 3936.228760
	Iteration 32Q: 3 clusters Score -360753.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -360760.062500 Penalty: 3936.228760
	Iteration 33Q: 3 clusters Score -360760.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -360765.875000 Penalty: 3936.228760
	Iteration 34Q: 3 clusters Score -360765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -360775.437500 Penalty: 3936.228760
	Iteration 35Q: 3 clusters Score -360775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -360789.062500 Penalty: 3936.228760
	Iteration 36Q: 3 clusters Score -360789.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360807.906250 Penalty: 3936.228760
	Iteration 37Q: 3 clusters Score -360807.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -360833.406250 Penalty: 3936.228760
	Iteration 38Q: 3 clusters Score -360833.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -360847.125000 Penalty: 3936.228760
	Iteration 39Q: 3 clusters Score -360847.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -360862.750000 Penalty: 3936.228760
	Iteration 40F: 3 clusters Score -360862.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -360881.375000 Penalty: 3936.228760
	Iteration 41Q: 3 clusters Score -360881.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -360894.875000 Penalty: 3936.228760
	Iteration 42Q: 3 clusters Score -360894.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -360912.062500 Penalty: 3936.228760
	Iteration 43Q: 3 clusters Score -360912.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -360924.875000 Penalty: 3936.228760
	Iteration 44Q: 3 clusters Score -360924.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -360934.125000 Penalty: 3936.228760
	Iteration 45Q: 3 clusters Score -360934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -360939.781250 Penalty: 3936.228760
	Iteration 46Q: 3 clusters Score -360939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -360944.468750 Penalty: 3936.228760
	Iteration 47Q: 3 clusters Score -360944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -360949.687500 Penalty: 3936.228760
	Iteration 48Q: 3 clusters Score -360949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -360953.687500 Penalty: 3936.228760
	Iteration 49Q: 3 clusters Score -360953.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -360960.906250 Penalty: 3936.228760
	Iteration 50Q: 3 clusters Score -360960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -360964.000000 Penalty: 3936.228760
	Iteration 51Q: 3 clusters Score -360964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -360970.687500 Penalty: 3936.228760
	Iteration 52Q: 3 clusters Score -360970.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -360987.656250 Penalty: 3936.228760
	Iteration 53Q: 3 clusters Score -360987.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -360999.250000 Penalty: 3936.228760
	Iteration 54Q: 3 clusters Score -360999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -361005.281250 Penalty: 3936.228760
	Iteration 55Q: 3 clusters Score -361005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -361006.281250 Penalty: 3936.228760
	Iteration 56Q: 3 clusters Score -361006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -361009.031250 Penalty: 3936.228760
	Iteration 57Q: 3 clusters Score -361009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -361012.343750 Penalty: 3936.228760
	Iteration 58Q: 3 clusters Score -361012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -361013.781250 Penalty: 3936.228760
	Iteration 59Q: 3 clusters Score -361013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -361014.000000 Penalty: 3936.228760
	Iteration 60F: 3 clusters Score -361014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -361014.312500 Penalty: 3936.228760
	Iteration 61Q: 3 clusters Score -361014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -361014.312500 Penalty: 3936.228760
	Iteration 62F: 3 clusters Score -361014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -75649.304688 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -75649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74138.710938 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -74138.71 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74866.078125 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -74866.08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -75390.820312 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -75390.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -75686.820312 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -75686.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -75731.921875 Penalty: 3226.868896
	Iteration 4Q: 3 clusters Score -75731.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -75735.640625 Penalty: 3226.868896
	Iteration 5Q: 3 clusters Score -75735.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -75735.640625 Penalty: 3226.868896
	Iteration 6F: 3 clusters Score -75735.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 91187 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 164253 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 83432 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 9366 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 4874 members 
Mstep: Class 34 contains 113358 members 
Mstep: Class 35 contains 4207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3712 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 523 members 
Mstep: Class 43 contains 146 members 
Entering Unmasked Estep 
Score: -111270040.000000 Penalty: 145996.140625
Splitting cluster 42 changes total score from -111271664.000000 to -111270040.000000
So it's not getting split.
--- Evaluating fit on full set of 2647627 points ---
Entering Unmasked Estep 
Score: -334061152.000000 Penalty: 154044.031250
25->43 Clusters: Score -334061152.000000, best is -334187168.000000

Main iterations: 0 (time per=infms)
Total iterations: 75398 (time per=405.850946ms)
Iterations metric 2: 2957636534272.000000 (time per=10.346217ns)
Iterations metric 3: 88731298037760.000000 (time per=344.865344ps)

That took 30600.349609 seconds.
